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Reedijk M, Huss A, Verheij RA, Peeters PH, Vermeulen RCH. Parkinson's disease case ascertainment in prospective cohort studies through combining multiple health information resources. PLoS One 2020; 15:e0234845. [PMID: 32609766 PMCID: PMC7329061 DOI: 10.1371/journal.pone.0234845] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2019] [Accepted: 06/03/2020] [Indexed: 01/15/2023] Open
Abstract
Epidemiological evidence from prospective cohort studies on risk factors of Parkinson's disease (PD) is limited as case ascertainment is challenging due to a lack of registries and the disease course of PD. The objective of this study was to create a case ascertainment method for PD within two prospective Dutch cohorts based on multiple sources of PD information. This method was validated using clinical records from the general practitioners (GPs). Face validity of the case ascertainment was tested for three etiological factors (smoking, sex and family history of PD). In total 54825 participants were included from the cohorts AMIGO and EPIC-NL. Sources of PD information included self-reported PD, self-reported PD medication, a 9 item screening questionnaire (Tanner), electronical medical records, hospital discharge data and mortality records. Based on these sources we developed a likelihood score with 4 categories (no PD, unlikely PD, possible PD, likely PD). For the different sources of PD information and for the likelihood score we present the agreement with GP-validated cases. Risk of PD for established factors was studied by logistic regression as exact diagnose dates were not always available. Based on the algorithm, we assigned 346 participants to the likely PD category. GP validation confirmed 67% of these participants in EPIC-NL, but only 12% in AMIGO. PD was confirmed in only 3% of the participants with a possible PD classification. PD case ascertainment by mortality records (91%), EMR ICPC (82%) and self-reported information (62-69%) had the highest confirmation rates. The Tanner PD screening questionnaire had a lower agreement (18%). Risk estimates for smoking, family history and sex using all likely PD cases were comparable to the literature for EPIC-NL, but not for smoking in AMIGO. Using multiple sources of PD evidence in cohorts remains important but challenging as performance of sources varied in validity.
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Affiliation(s)
- Marije Reedijk
- University of Utrecht, Institute for Risk Assessment Sciences, Utrecht, The Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht (UMCU), Utrecht, The Netherlands
| | - Anke Huss
- University of Utrecht, Institute for Risk Assessment Sciences, Utrecht, The Netherlands
| | - Robert A. Verheij
- Netherlands Institute for Health Services Research (NIVEL), Utrecht, The Netherlands
| | - Petra H. Peeters
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht (UMCU), Utrecht, The Netherlands
| | - Roel C. H. Vermeulen
- University of Utrecht, Institute for Risk Assessment Sciences, Utrecht, The Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht (UMCU), Utrecht, The Netherlands
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2
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Zamora-Ros R, Alghamdi MA, Cayssials V, Franceschi S, Almquist M, Hennings J, Sandström M, Tsilidis KK, Weiderpass E, Boutron-Ruault MC, Hammer Bech B, Overvad K, Tjønneland A, Petersen KEN, Mancini FR, Mahamat-Saleh Y, Bonnet F, Kühn T, Fortner RT, Boeing H, Trichopoulou A, Bamia C, Martimianaki G, Masala G, Grioni S, Panico S, Tumino R, Fasanelli F, Skeie G, Braaten T, Lasheras C, Salamanca-Fernández E, Amiano P, Chirlaque MD, Barricarte A, Manjer J, Wallström P, Bueno-de-Mesquita HB, Peeters PH, Khaw KT, Wareham NJ, Schmidt JA, Aune D, Byrnes G, Scalbert A, Agudo A, Rinaldi S. Coffee and tea drinking in relation to the risk of differentiated thyroid carcinoma: results from the European Prospective Investigation into Cancer and Nutrition (EPIC) study. Eur J Nutr 2019; 58:3303-3312. [PMID: 30535794 PMCID: PMC6850907 DOI: 10.1007/s00394-018-1874-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Accepted: 12/01/2018] [Indexed: 01/12/2023]
Abstract
PURPOSE Coffee and tea constituents have shown several anti-carcinogenic activities in cellular and animal studies, including against thyroid cancer (TC). However, epidemiological evidence is still limited and inconsistent. Therefore, we aimed to investigate this association in a large prospective study. METHODS The study was conducted in the EPIC (European Prospective Investigation into Cancer and Nutrition) cohort, which included 476,108 adult men and women. Coffee and tea intakes were assessed through validated country-specific dietary questionnaires. RESULTS During a mean follow-up of 14 years, 748 first incident differentiated TC cases (including 601 papillary and 109 follicular TC) were identified. Coffee consumption (per 100 mL/day) was not associated either with total differentiated TC risk (HRcalibrated 1.00, 95% CI 0.97-1.04) or with the risk of TC subtypes. Tea consumption (per 100 mL/day) was not associated with the risk of total differentiated TC (HRcalibrated 0.98, 95% CI 0.95-1.02) and papillary tumor (HRcalibrated 0.99, 95% CI 0.95-1.03), whereas an inverse association was found with follicular tumor risk (HRcalibrated 0.90, 95% CI 0.81-0.99), but this association was based on a sub-analysis with a small number of cancer cases. CONCLUSIONS In this large prospective study, coffee and tea consumptions were not associated with TC risk.
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Affiliation(s)
- Raul Zamora-Ros
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Av Gran Via 199-203, 08908, L'Hospitalet de Llobregat, Spain.
| | - Muath A Alghamdi
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Av Gran Via 199-203, 08908, L'Hospitalet de Llobregat, Spain
- College of Medicine, Al Imam Mohammed Ibn Saud Islamic University, Riyadh, Saudi Arabia
| | - Valerie Cayssials
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Av Gran Via 199-203, 08908, L'Hospitalet de Llobregat, Spain
| | | | - Martin Almquist
- Department of Surgery, Skåne University Hospital Malmö, Lund University, Lund, Sweden
- Malmö Diet and Cancer Study, University Hospital Malmö, Malmö, Sweden
| | - Joakim Hennings
- Department of Surgical and Perioperative Sciences, Umeå University, Umeå, Sweden
| | - Maria Sandström
- Department for Radiation Sciences, Umeå University, Umeå, Sweden
| | - Konstantinos K Tsilidis
- Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
- School of Public Health, Imperial College London, London, UK
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, UiT, The Arctic University of Tromsø, Tromsö, Norway
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
| | - Marie-Christine Boutron-Ruault
- CESP, Université Paris-Sud, UVSQ, INSERM, Université Paris-Saclay, Villejuif, France
- Institut Gustave Roussy, Villejuif, France
| | - Bodil Hammer Bech
- Section for Epidemiology, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Kim Overvad
- Section for Epidemiology, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Anne Tjønneland
- Unit of Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Kristina E N Petersen
- Unit of Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Francesca Romana Mancini
- CESP, Université Paris-Sud, UVSQ, INSERM, Université Paris-Saclay, Villejuif, France
- Institut Gustave Roussy, Villejuif, France
| | - Yahya Mahamat-Saleh
- CESP, Université Paris-Sud, UVSQ, INSERM, Université Paris-Saclay, Villejuif, France
- Institut Gustave Roussy, Villejuif, France
| | - Fabrice Bonnet
- CESP, Université Paris-Sud, UVSQ, INSERM, Université Paris-Saclay, Villejuif, France
- Institut Gustave Roussy, Villejuif, France
- CHU Rennes, Université de Rennes 1, Rennes, France
| | - Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Renée T Fortner
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, WHO Collaborating Center for Nutrition and Health, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Christina Bamia
- Hellenic Health Foundation, Athens, Greece
- Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, WHO Collaborating Center for Nutrition and Health, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | | | - Giovanna Masala
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute-ISPO, Florence, Italy
| | - Sara Grioni
- Nutritional Epidemiology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Salvatore Panico
- Department of Clinical and Experimental Medicine, Federico II University, Naples, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, "Civic M.P. Arezzo" Hospital, ASP Ragusa, Ragusa, Italy
| | - Francesca Fasanelli
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and University of Turin, Turin, Italy
| | - Guri Skeie
- Department of Community Medicine, Faculty of Health Sciences, UiT, The Arctic University of Tromsø, Tromsö, Norway
| | - Tonje Braaten
- Department of Community Medicine, Faculty of Health Sciences, UiT, The Arctic University of Tromsø, Tromsö, Norway
| | - Cristina Lasheras
- Department of Functional Biology, Faculty of Medicine, University of Oviedo, Asturias, Spain
| | - Elena Salamanca-Fernández
- Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria ibs.Granada, Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Pilar Amiano
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Public Health Division of Gipuzkoa, Regional Government of the Basque Country, Donostia, Spain
| | - Maria-Dolores Chirlaque
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Department of Health and Social Sciences, Universidad de Murcia, Murcia, Spain
| | - Aurelio Barricarte
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Navarra Public Health Institute, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Jonas Manjer
- Department of Surgery, Skåne University Hospital Malmö, Lund University, Lund, Sweden
| | - Peter Wallström
- Nutrition Epidemiology Research Group, Department of Clinical Sciences, Lund University, Malmö, Sweden
| | - H Bas Bueno-de-Mesquita
- School of Public Health, Imperial College London, London, UK
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Gastroenterology and Hepatology, University Medical Centre, Utrecht, The Netherlands
- Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Kay-Thee Khaw
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Nicholas J Wareham
- MRC Epidemiology Unit, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | | | - Dagfinn Aune
- School of Public Health, Imperial College London, London, UK
| | - Graham Byrnes
- International Agency for Research on Cancer (IARC), Lyon, France
| | | | - Antonio Agudo
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Av Gran Via 199-203, 08908, L'Hospitalet de Llobregat, Spain
| | - Sabina Rinaldi
- International Agency for Research on Cancer (IARC), Lyon, France
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3
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Vrieling A, Bueno‐De‐Mesquita HB, Ros MM, Kampman E, Aben KK, Büchner FL, Jansen EH, Roswall N, Tjønneland A, Boutron‐Ruault M, Cadeau C, Chang‐Claude J, Kaaks R, Weikert S, Boeing H, Trichopoulou A, Lagiou P, Trichopoulos D, Sieri S, Palli D, Panico S, Peeters PH, Weiderpass E, Skeie G, Jakszyn P, Chirlaque M, Ardanaz E, Sánchez M, Ehrnström R, Malm J, Ljungberg B, Khaw K, Wareham NJ, Brennan P, Johansson M, Riboli E, Kiemeney LA. One-carbon metabolism biomarkers and risk of urothelial cell carcinoma in the European prospective investigation into cancer and nutrition. Int J Cancer 2019; 145:2349-2359. [PMID: 30694528 PMCID: PMC6899898 DOI: 10.1002/ijc.32165] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Revised: 12/24/2018] [Accepted: 01/04/2019] [Indexed: 01/10/2023]
Abstract
Published associations between dietary folate and bladder cancer risk are inconsistent. Biomarkers may provide more accurate measures of nutrient status. This nested case-control analysis within the European Prospective Investigation into Cancer and Nutrition (EPIC) investigated associations between pre-diagnostic serum folate, homocysteine, vitamins B6 and B12 and the risk of urothelial cell carcinomas of the bladder (UCC). A total of 824 patients with newly diagnosed UCC were matched with 824 cohort members. Serum folate, homocysteine, and vitamins B6 and B12 were measured. Odds ratios (OR) and 95% confidence intervals (CI) for total, aggressive, and non-aggressive UCC were estimated using conditional logistic regression with adjustment for smoking status, smoking duration and intensity, and other potential confounders. Additionally, statistical interaction with smoking status was assessed. A halving in serum folate concentrations was moderately associated with risk of UCC (OR: 1.18; 95% CI: 0.98-1.43), in particular aggressive UCC (OR: 1.34; 95% CI: 1.02-1.75; p-heterogeneity = 0.19). Compared to never smokers in the highest quartile of folate concentrations, this association seemed only apparent among current smokers in the lowest quartile of folate concentrations (OR: 6.26; 95% CI: 3.62-10.81, p-interaction = 0.07). Dietary folate was not associated with aggressive UCC (OR: 1.26; 95% CI: 0.81-1.95; p-heterogeneity = 0.14). No association was observed between serum homocysteine, vitamins B6 and B12 and risk of UCC. This study suggests that lower serum folate concentrations are associated with increased UCC risk, in particular aggressive UCC. Residual confounding by smoking cannot be ruled out and these findings require confirmation in future studies with multiple measurements.
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Affiliation(s)
- Alina Vrieling
- Radboud University Medical CenterRadboud Institute for Health SciencesNijmegenThe Netherlands
| | - H. Bas Bueno‐De‐Mesquita
- National Institute for Public Health and the Environment (RIVM)BilthovenThe Netherlands
- Department of Epidemiology and Biostatistics, School of Public Health, Faculty of MedicineImperial College LondonLondonUnited Kingdom
- Department of Gastroenterology and HepatologyUniversity Medical Center UtrechtUtrechtThe Netherlands
- Department of Social & Preventive Medicine, Faculty of MedicineUniversity of MalayaKuala LumpurMalaysia
| | - Martine M. Ros
- Radboud University Medical CenterRadboud Institute for Health SciencesNijmegenThe Netherlands
- National Institute for Public Health and the Environment (RIVM)BilthovenThe Netherlands
| | - Ellen Kampman
- Radboud University Medical CenterRadboud Institute for Health SciencesNijmegenThe Netherlands
- Division of Human NutritionWageningen UniversityWageningenThe Netherlands
| | - Katja K. Aben
- Radboud University Medical CenterRadboud Institute for Health SciencesNijmegenThe Netherlands
- Netherlands Comprehensive Cancer OrganisationUtrechtThe Netherlands
| | - Frederike L. Büchner
- National Institute for Public Health and the Environment (RIVM)BilthovenThe Netherlands
| | - Eugène H. Jansen
- National Institute for Public Health and the Environment (RIVM)BilthovenThe Netherlands
| | - Nina Roswall
- Danish Cancer Society Research CenterCopenhagenDenmark
| | | | - Marie‐Christine Boutron‐Ruault
- Inserm, Center for Research in Epidemiology and Population Health (CESP), U1018, NutritionHormones and Women's Health teamVillejuifFrance
- Université of Paris‐SudVillejuifFrance
- IGRVillejufFrance
| | - Claire Cadeau
- Inserm, Center for Research in Epidemiology and Population Health (CESP), U1018, NutritionHormones and Women's Health teamVillejuifFrance
- Université of Paris‐SudVillejuifFrance
- IGRVillejufFrance
| | - Jenny Chang‐Claude
- Division of Cancer EpidemiologyGerman Cancer Research Center (DKFZ)Germany
- Cancer Epidemiology GroupUniversity Medical Centre Hamburg‐Eppendorf, University Cancer Centre Hamburg (UCCH)HamburgGermany
| | - Rudolf Kaaks
- Division of Cancer EpidemiologyGerman Cancer Research Center (DKFZ)Germany
| | - Steffen Weikert
- Department of EpidemiologyGerman Institute of Human NutritionNuthetalGermany
- Department of UrologyVivantes Humboldt HospitalBerlinGermany
| | - Heiner Boeing
- Department of EpidemiologyGerman Institute of Human NutritionNuthetalGermany
| | - Antonia Trichopoulou
- WHO Collaborating Center for Food and Nutrition Policies, Department of HygieneEpidemiology and Medical Statistics University of Athens Medical SchoolAthensGreece
- Hellenic Health FoundationAthensGreece
| | - Pagona Lagiou
- WHO Collaborating Center for Food and Nutrition Policies, Department of HygieneEpidemiology and Medical Statistics University of Athens Medical SchoolAthensGreece
- Department of EpidemiologyHarvard School of Public HealthBostonMA
- Bureau of Epidemiologic ResearchAcademy of AthensAthensGreece
| | - Dimitrios Trichopoulos
- Hellenic Health FoundationAthensGreece
- Department of EpidemiologyHarvard School of Public HealthBostonMA
- Bureau of Epidemiologic ResearchAcademy of AthensAthensGreece
| | - Sabina Sieri
- Epidemiology and Prevention UnitFondazione IRCCS Istituto Nazionale dei TumoriMilanItaly
| | - Domenico Palli
- Molecular and Nutritional Epidemiology UnitCancer and Prevention Institute (ISPO)FlorenceItaly
| | - Salvatore Panico
- Department of Clinical and Experimental MedicineFederico II University, Medical SchoolNaplesItaly
| | - Petra H. Peeters
- Department of Epidemiology and Biostatistics, School of Public Health, Faculty of MedicineImperial College LondonLondonUnited Kingdom
- Julius Center for Health Sciences and Primary CareUniversity Medical Center UtrechtUtrechtThe Netherlands
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health SciencesUniversity of Tromsø, The Artic University of NorwayTromsøNorway
- Department of ResearchCancer Registry of Norway – Institute of Population‐based Cancer ResearchOsloNorway
- Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden
- Genetic Epidemiology Group, Folkhälsan Research Center and Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
| | - Guri Skeie
- Department of Community Medicine, Faculty of Health SciencesUniversity of Tromsø, The Artic University of NorwayTromsøNorway
| | - Paula Jakszyn
- Unit of Nutrition, Environment and Cancer, Cancer Epidemiology Research ProgrammeCatalan Institute of Oncology (ICO)BarcelonaSpain
| | - María‐Dolores Chirlaque
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER de Epidemiologia y Salud Pública)MadridSpain
- Department of Epidemiology, Murcia Health AuthorityIMIB‐Arrixaca. Murcia UniversitySpain
| | - Eva Ardanaz
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER de Epidemiologia y Salud Pública)MadridSpain
- Instituto de Salud Pública de Navarra, IdiSNAPamplonaSpain
| | - María‐José Sánchez
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER de Epidemiologia y Salud Pública)MadridSpain
- Escuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria ibs.GRANADAHospitales Universitarios de Granada/Universidad de GranadaGranadaSpain
| | - Roy Ehrnström
- Laboratory Medicine, Department of PathologySkåne University Hospital MalmöMalmöSweden
| | - Johan Malm
- Department of Translational Medicine, Division of Clinical ChemistryLund UniversityMalmöSweden
| | - Börje Ljungberg
- Department of Surgical and Perioperative Sciences, Urology and AndrologyUmeå UniversityUmeåSweden
| | - Kay‐Tee Khaw
- Department of Public Health and Primary CareUniversity of CambridgeCambridgeUnited Kingdom
| | - Nick J. Wareham
- MRC Epidemiology UnitUniversity of CambridgeCambridgeUnited Kingdom
| | - Paul Brennan
- Genetic Epidemiology GroupInternational Agency for Research on Cancer (IARC)LyonFrance
| | - Mattias Johansson
- Genetic Epidemiology GroupInternational Agency for Research on Cancer (IARC)LyonFrance
- Department of Biobank ResearchUmeå UniversityUmeåSweden
| | - Elio Riboli
- Department of Epidemiology and Biostatistics, School of Public Health, Faculty of MedicineImperial College LondonLondonUnited Kingdom
| | - Lambertus A. Kiemeney
- Radboud University Medical CenterRadboud Institute for Health SciencesNijmegenThe Netherlands
- Department of UrologyRadboud University Medical CenterNijmegenThe Netherlands
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4
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Ward HA, Whitman J, Muller DC, Johansson M, Jakszyn P, Weiderpass E, Palli D, Fanidi A, Vermeulen R, Tjønneland A, Hansen L, Dahm CC, Overvad K, Severi G, Boutron-Ruault MC, Affret A, Kaaks R, Fortner R, Boeing H, Trichopoulou A, La Vecchia C, Kotanidou A, Berrino F, Krogh V, Tumino R, Ricceri F, Panico S, Bueno-de-Mesquita HB, Peeters PH, Nøst TH, Sandanger TM, Quirós JR, Agudo A, Rodríguez-Barranco M, Larrañaga N, Huerta JM, Ardanaz E, Drake I, Brunnström H, Johansson M, Grankvist K, Travis RC, Freisling H, Stepien M, Merritt MA, Riboli E, Cross AJ. Haem iron intake and risk of lung cancer in the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort. Eur J Clin Nutr 2019; 73:1122-1132. [PMID: 30337714 PMCID: PMC6372073 DOI: 10.1038/s41430-018-0271-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Revised: 05/30/2018] [Accepted: 06/10/2018] [Indexed: 12/23/2022]
Abstract
BACKGROUND Epidemiological studies suggest that haem iron, which is found predominantly in red meat and increases endogenous formation of carcinogenic N-nitroso compounds, may be positively associated with lung cancer. The objective was to examine the relationship between haem iron intake and lung cancer risk using detailed smoking history data and serum cotinine to control for potential confounding. METHODS In the European Prospective Investigation into Cancer and Nutrition (EPIC), 416,746 individuals from 10 countries completed demographic and dietary questionnaires at recruitment. Cox proportional hazards models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) for incident lung cancer (n = 3731) risk relative to haem iron, non-haem iron, and total dietary iron intake. A corresponding analysis was conducted among a nested subset of 800 lung cancer cases and 1489 matched controls for whom serum cotinine was available. RESULTS Haem iron was associated with lung cancer risk, including after adjustment for details of smoking history (time since quitting, number of cigarettes per day): as a continuous variable (HR per 0.3 mg/1000 kcal 1.03, 95% CI 1.00-1.07), and in the highest versus lowest quintile (HR 1.16, 95% CI 1.02-1.32; trend across quintiles: P = 0.035). In contrast, non-haem iron intake was related inversely with lung cancer risk; however, this association attenuated after adjustment for smoking history. Additional adjustment for serum cotinine did not considerably alter the associations detected in the nested case-control subset. CONCLUSIONS Greater haem iron intake may be modestly associated with lung cancer risk.
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Affiliation(s)
- Heather A Ward
- School of Public Health, Imperial College London, London, UK.
| | - Julia Whitman
- School of Public Health, Imperial College London, London, UK
| | - David C Muller
- School of Public Health, Imperial College London, London, UK
| | | | - Paula Jakszyn
- Unit of Nutrition, Environment and Cancer, Catalan Institute of Oncology, Barcelona, Spain
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
- Department of Research, Cancer Registry of Norway, Institute of Population-based Cancer Research, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhälsan Research Center and Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network, Florence, Italy
| | - Anouar Fanidi
- International Agency for Research on Cancer, Lyon, France
| | - Roel Vermeulen
- Division of Environmental Epidemiology, Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
| | | | - Louise Hansen
- Danish Cancer Society Research Centre, Copenhagen, Denmark
| | - Christina C Dahm
- Section for Epidemiology, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Kim Overvad
- Section for Epidemiology, Department of Public Health, Aarhus University, Aarhus, Denmark
- Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark
| | - Gianluca Severi
- Human Genetics Foundation, Torino, Italy
- CESP Inserm, Facultés de Medicine Université Paris-Sud, UVSQ, Université Paris-Saclay, Gustave Roussy, Villejuif, France
| | - Marie-Christine Boutron-Ruault
- CESP Inserm, Facultés de Medicine Université Paris-Sud, UVSQ, Université Paris-Saclay, Gustave Roussy, Villejuif, France
| | - Aurélie Affret
- CESP Inserm, Facultés de Medicine Université Paris-Sud, UVSQ, Université Paris-Saclay, Gustave Roussy, Villejuif, France
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Centre, Heidelberg, Germany
| | - Renee Fortner
- Division of Cancer Epidemiology, German Cancer Research Centre, Heidelberg, Germany
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition, Potsdam-Rehbrücke, Germany
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Centre for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Carlo La Vecchia
- Hellenic Health Foundation, Athens, Greece
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
| | - Anastasia Kotanidou
- Hellenic Health Foundation, Athens, Greece
- 1st Department of Critical Care Medicine & Pulmonary Services, University of Athens Medical School, Evangelismos Hospital, Athens, Greece
| | - Franco Berrino
- Fondazione IRCCS National Cancer Institute, Milan, Italy
| | - Vittorio Krogh
- Fondazione IRCCS National Cancer Institute, Milan, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, "Civic - M.P.Arezzo" Hospital, ASP Ragusa, Italy
| | - Fulvio Ricceri
- Department of Clinical and Biological Sciences, University of Turin, Orbassano, Italy
- Unit of Epidemiology, Regional Health Service, ASL TO3, Grugliasco, Italy
| | - Salvatore Panico
- Department of Clinical Medicine and Surgery, Federico II University, Naples, Italy
| | - H Bas Bueno-de-Mesquita
- School of Public Health, Imperial College London, London, UK
- Department for Determinants of Chronic Diseases, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
| | - Petra H Peeters
- School of Public Health, Imperial College London, London, UK
- Department of Epidemiology, Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Therese Haugdahl Nøst
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | - Torkjel M Sandanger
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | | | - Antonio Agudo
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology-IDIBELL. L'Hospitalet de Llobregat, Barcelona, Spain
| | - Miguel Rodríguez-Barranco
- Escuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria ibs.GRANADA, Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
- CIBER Epidemiology and Public Health CIBERESP, Madrid, Spain
| | - Nerea Larrañaga
- CIBER Epidemiology and Public Health CIBERESP, Madrid, Spain
- Public Health Division and BioDonostia Research Institute, San Sebastian, Spain
| | - Jose Maria Huerta
- CIBER Epidemiology and Public Health CIBERESP, Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
| | - Eva Ardanaz
- CIBER Epidemiology and Public Health CIBERESP, Madrid, Spain
- Public Health Division and BioDonostia Research Institute, San Sebastian, Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Public Health Institute, Pamplona, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
| | - Isabel Drake
- Department of Clinical Sciences in Malmö, Lund University, Malmö, Sweden
| | - Hans Brunnström
- Department of Clinical Sciences Lund, Division of Oncology and Pathology, Lund University, Malmö, Sweden
- Laboratory Medicine, Department of Pathology, Lund University, Malmö, Sweden
| | - Mikael Johansson
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Kjell Grankvist
- Department of Medical Biosciences, Clinical Chemistry, Umeå University, Umeå, Sweden
| | - Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health University of Oxford, Oxford, UK
| | | | | | | | - Elio Riboli
- School of Public Health, Imperial College London, London, UK
| | - Amanda J Cross
- School of Public Health, Imperial College London, London, UK
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5
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Murphy N, Ward HA, Jenab M, Rothwell JA, Boutron-Ruault MC, Carbonnel F, Kvaskoff M, Kaaks R, Kühn T, Boeing H, Aleksandrova K, Weiderpass E, Skeie G, Borch KB, Tjønneland A, Kyrø C, Overvad K, Dahm CC, Jakszyn P, Sánchez MJ, Gil L, Huerta JM, Barricarte A, Quirós JR, Khaw KT, Wareham N, Bradbury KE, Trichopoulou A, La Vecchia C, Karakatsani A, Palli D, Grioni S, Tumino R, Fasanelli F, Panico S, Bueno-de-Mesquita B, Peeters PH, Gylling B, Myte R, Jirström K, Berntsson J, Xue X, Riboli E, Cross AJ, Gunter MJ. Heterogeneity of Colorectal Cancer Risk Factors by Anatomical Subsite in 10 European Countries: A Multinational Cohort Study. Clin Gastroenterol Hepatol 2019; 17:1323-1331.e6. [PMID: 30056182 PMCID: PMC6542674 DOI: 10.1016/j.cgh.2018.07.030] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2018] [Accepted: 07/20/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Colorectal cancer located at different anatomical subsites may have distinct etiologies and risk factors. Previous studies that have examined this hypothesis have yielded inconsistent results, possibly because most studies have been of insufficient size to identify heterogeneous associations with precision. METHODS In the European Prospective Investigation into Cancer and Nutrition study, we used multivariable joint Cox proportional hazards models, which accounted for tumors at different anatomical sites (proximal colon, distal colon, and rectum) as competing risks, to examine the relationships between 14 established/suspected lifestyle, anthropometric, and reproductive/menstrual risk factors with colorectal cancer risk. Heterogeneity across sites was tested using Wald tests. RESULTS After a median of 14.9 years of follow-up of 521,330 men and women, 6291 colorectal cancer cases occurred. Physical activity was related inversely to proximal colon and distal colon cancer, but not to rectal cancer (P heterogeneity = .03). Height was associated positively with proximal and distal colon cancer only, but not rectal cancer (P heterogeneity = .0001). For men, but not women, heterogeneous relationships were observed for body mass index (P heterogeneity = .008) and waist circumference (P heterogeneity = .03), with weaker positive associations found for rectal cancer, compared with proximal and distal colon cancer. Current smoking was associated with a greater risk of rectal and proximal colon cancer, but not distal colon cancer (P heterogeneity = .05). No heterogeneity by anatomical site was found for alcohol consumption, diabetes, nonsteroidal anti-inflammatory drug use, and reproductive/menstrual factors. CONCLUSIONS The relationships between physical activity, anthropometry, and smoking with colorectal cancer risk differed by subsite, supporting the hypothesis that tumors in different anatomical regions may have distinct etiologies.
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Affiliation(s)
- Neil Murphy
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France.
| | - Heather A Ward
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
| | - Mazda Jenab
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France
| | - Joseph A Rothwell
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France
| | - Marie-Christine Boutron-Ruault
- Le Centre de recherche en Epidémiologie et Santé des Populations, Faculte de Médecine, University Paris-Sud, Faculte de Médecine, Université de Versailles Saint-Quentin-en-Yvelines, INSERM, Université Paris-Saclay, Villejuif, France; Gustave Roussy, Villejuif, France
| | - Franck Carbonnel
- Le Centre de recherche en Epidémiologie et Santé des Populations, Faculte de Médecine, University Paris-Sud, Faculte de Médecine, Université de Versailles Saint-Quentin-en-Yvelines, INSERM, Université Paris-Saclay, Villejuif, France; Gustave Roussy, Villejuif, France; Department of Gastroenterology, Bicêtre University Hospital, Assistance Publique des Hôpitaux de Paris, Le Kremlin Bicêtre, France
| | - Marina Kvaskoff
- Le Centre de recherche en Epidémiologie et Santé des Populations, Faculte de Médecine, University Paris-Sud, Faculte de Médecine, Université de Versailles Saint-Quentin-en-Yvelines, INSERM, Université Paris-Saclay, Villejuif, France; Gustave Roussy, Villejuif, France
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition, Potsdam-Rehbrücke, Germany
| | - Krasimira Aleksandrova
- Department of Epidemiology, Nutrition, Immunity and Metabolism Start-up Laboratory, Potsdam-Rehbrücke, Germany
| | - Elisabete Weiderpass
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway; Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden; Genetic Epidemiology Group, Folkhälsan Research Center and Faculty of Medicine, University of Helsinki, Helsinki, Finland; Department of Community Medicine, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | - Guri Skeie
- Department of Community Medicine, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | - Kristin Benjaminsen Borch
- Department of Community Medicine, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | | | - Cecilie Kyrø
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Kim Overvad
- Department of Public Health, Aarhus University, Aarhus, Denmark
| | | | - Paula Jakszyn
- Unit of Nutrition, Environment and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology, L'Hospitallet de Llobregat, Barcelona, Spain; Facultat de Ciències de la Salut Blanquerna, Universitat Ramon Llull, Barcelona, Spain
| | - Maria-Jose Sánchez
- Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria, Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública, Madrid, Spain
| | - Leire Gil
- Public Health Division of Gipuzkoa, Research Institute of BioDonostia, San Sebastian, Spain
| | - José M Huerta
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública, Madrid, Spain; Department of Epidemiology, Murcia Regional Health Council, Biomedical Research Institute of Murcia-Arrixaca, Murcia, Spain
| | - Aurelio Barricarte
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública, Madrid, Spain; Navarra Public Health Institute, Pamplona, Spain; Navarra Institute for Health Research, Pamplona, Spain
| | | | - Kay-Tee Khaw
- University of Cambridge School of Clinical Medicine, Clinical Gerontology Unit, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Nick Wareham
- Medical Research Council Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
| | - Kathryn E Bradbury
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece; World Health Organization Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Carlo La Vecchia
- Hellenic Health Foundation, Athens, Greece; Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
| | - Anna Karakatsani
- Hellenic Health Foundation, Athens, Greece; Pulmonary Medicine Department, School of Medicine, National and Kapodistrian University of Athens, Attikon University Hospital, Haidari, Greece
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute, Cancer Research and Prevention Institute, Florence, Italy
| | - Sara Grioni
- Epidemiology and Prevention Unit, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Nazionale dei Tumori, Milan, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Department, Civic-M.P. Arezzo Hospital, Azienda Sanitaria Provinciale Ragusa, Italy
| | - Francesca Fasanelli
- Unit of Cancer Epidemiology, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Salvatore Panico
- Dipartimento di Medicina Clinica e Sperimentale, Federico II University, Naples, Italy
| | - Bas Bueno-de-Mesquita
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom; Department for Determinants of Chronic Diseases, National Institute for Public Health and the Environment (Netherlands National Institute for Public Health and the Environment), Bilthoven, The Netherlands; Department of Gastroenterology and Hepatology, University Medical Centre, Utrecht, The Netherlands; Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Centre, Utrecht, The Netherlands
| | - Björn Gylling
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Robin Myte
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Karin Jirström
- Division of Oncology and Pathology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Jonna Berntsson
- Division of Oncology and Pathology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Xiaonan Xue
- Albert Einstein College of Medicine, Bronx, New York, New York
| | - Elio Riboli
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
| | - Amanda J Cross
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
| | - Marc J Gunter
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France
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6
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Honda K, Katzke VA, Hüsing A, Okaya S, Shoji H, Onidani K, Olsen A, Tjønneland A, Overvad K, Weiderpass E, Vineis P, Muller D, Tsilidis K, Palli D, Pala V, Tumino R, Naccarati A, Panico S, Aleksandrova K, Boeing H, Bueno-de-Mesquita HB, Peeters PH, Trichopoulou A, Lagiou P, Khaw KT, Wareham N, Travis RC, Merino S, Duell EJ, Rodríguez-Barranco M, Chirlaque MD, Barricarte A, Rebours V, Boutron-Ruault MC, Romana Mancini F, Brennan P, Scelo G, Manjer J, Sund M, Öhlund D, Canzian F, Kaaks R. CA19-9 and apolipoprotein-A2 isoforms as detection markers for pancreatic cancer: a prospective evaluation. Int J Cancer 2019; 144:1877-1887. [PMID: 30259989 PMCID: PMC6760974 DOI: 10.1002/ijc.31900] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Revised: 07/06/2018] [Accepted: 07/13/2018] [Indexed: 12/24/2022]
Abstract
Recently, we identified unique processing patterns of apolipoprotein A2 (ApoA2) in patients with pancreatic cancer. Our study provides a first prospective evaluation of an ApoA2 isoform ("ApoA2-ATQ/AT"), alone and in combination with carbohydrate antigen 19-9 (CA19-9), as an early detection biomarker for pancreatic cancer. We performed ELISA measurements of CA19-9 and ApoA2-ATQ/AT in 156 patients with pancreatic cancer and 217 matched controls within the European EPIC cohort, using plasma samples collected up to 60 months prior to diagnosis. The detection discrimination statistics were calculated for risk scores by strata of lag-time. For CA19-9, in univariate marker analyses, C-statistics to distinguish future pancreatic cancer patients from cancer-free individuals were 0.80 for plasma taken ≤6 months before diagnosis, and 0.71 for >6-18 months; for ApoA2-ATQ/AT, C-statistics were 0.62, and 0.65, respectively. Joint models based on ApoA2-ATQ/AT plus CA19-9 significantly improved discrimination within >6-18 months (C = 0.74 vs. 0.71 for CA19-9 alone, p = 0.022) and ≤ 18 months (C = 0.75 vs. 0.74, p = 0.022). At 98% specificity, and for lag times of ≤6, >6-18 or ≤ 18 months, sensitivities were 57%, 36% and 43% for CA19-9 combined with ApoA2-ATQ/AT, respectively, vs. 50%, 29% and 36% for CA19-9 alone. Compared to CA19-9 alone, the combination of CA19-9 and ApoA2-ATQ/AT may improve detection of pancreatic cancer up to 18 months prior to diagnosis under usual care, and may provide a useful first measure for pancreatic cancer detection prior to imaging.
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Affiliation(s)
- Kazufumi Honda
- Department of Biomarker for Early Detection of Cancer, National Cancer Center Research Institute, Tokyo, Japan
- Japan Agency for Medical Research and Development (AMED) CREST, Tokyo, Japan
| | - Verena A Katzke
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Anika Hüsing
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Shinobu Okaya
- Department of Biomarker for Early Detection of Cancer, National Cancer Center Research Institute, Tokyo, Japan
| | - Hirokazu Shoji
- Department of Biomarker for Early Detection of Cancer, National Cancer Center Research Institute, Tokyo, Japan
- Gastrointestinal Medical Oncology Division, National Cancer Center Hospital, Tokyo, Japan
| | - Kaoru Onidani
- Department of Biomarker for Early Detection of Cancer, National Cancer Center Research Institute, Tokyo, Japan
| | - Anja Olsen
- Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Anne Tjønneland
- Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Kim Overvad
- Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
| | - Paolo Vineis
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, United Kingdom
| | - David Muller
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, United Kingdom
| | - Kostas Tsilidis
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, United Kingdom
- Department of Hygiene and Epidemiology, School of Medicine, University of Ioannina, Ioannina, Greece
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute - ISPO, Florence, Italy
| | - Valeria Pala
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, "Civic - M.P. Arezzo" Hospital, Ragusa, Italy
| | - Alessio Naccarati
- Department of Molecular and Genetic Epidemiology, IIGM - Italian Institute for Genomic Medicine, Torino, Italy
| | - Salvatore Panico
- Dipartimento di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy
| | - Krasimira Aleksandrova
- Department of Epidemiology, German Institute of Human Nutrition, Potsdam-Rehbruecke (DIfE), Nuthetal, Germany
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition, Potsdam-Rehbruecke (DIfE), Nuthetal, Germany
| | - H Bas Bueno-de-Mesquita
- Department of Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Gastroenterology and Hepatology, University Medical Centre, Utrecht, The Netherlands
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, United Kingdom
- Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom
| | - Antonia Trichopoulou
- Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, National and Kapodistrian University of Athens, School of Medicine, WHO Collaborating Center for Nutrition and Health
| | - Pagona Lagiou
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts
| | - Kay-Tee Khaw
- Cancer Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom
| | - Nick Wareham
- MRC Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom
| | - Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Susana Merino
- Public Health Directorate, Asturias, Spain, Acknowledgment of funds: Regional Government of Asturias
| | - Eric J Duell
- PanC4 Consortium, Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO-IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | - Miguel Rodríguez-Barranco
- Escuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria ibs.GRANADA, Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
- CIBER Epidemiology and Public Health CIBERESP, Madrid, Spain
| | - María Dolores Chirlaque
- Department of Epidemiology, Murcia Regional Health Council, CIBER Epidemiología y Salud Pública (CIBERESP), Spain, Ronda de Levante, Murcia, Spain
| | - Aurelio Barricarte
- CIBER Epidemiology and Public Health CIBERESP, Madrid, Spain
- Navarra Public Health Institute, Pamplona, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
| | - Vinciane Rebours
- Pancreatology Unit, Beaujon Hospital, Clichy, France
- INSERM - UMR 1149, University Paris 7, Paris, France
| | - Marie-Chiristine Boutron-Ruault
- CESP, INSERM U1018, Univ. Paris-Sud, UVSQ, Université Paris-Saclay, Villejuif, France
- Lifestyle, Genes and Health: Integrative Trans-Generational Epidemiology, Gustave Roussy, Villejuif, France
| | - Francesca Romana Mancini
- INSERM - UMR 1149, University Paris 7, Paris, France
- CESP, INSERM U1018, Univ. Paris-Sud, UVSQ, Université Paris-Saclay, Villejuif, France
| | - Paul Brennan
- Section of Genetics, International Agency for Research on Cancer (IARC), World Health Organization, Lyon, France
| | - Ghislaine Scelo
- Section of Genetics, International Agency for Research on Cancer (IARC), World Health Organization, Lyon, France
| | - Jonas Manjer
- Department of Surgery, Skåne University Hospital, Lund University, Lund, Sweden
| | - Malin Sund
- Department of Surgical and Preoperative Sciences, Umeå University, Umeå, Sweden
| | - Daniel Öhlund
- Department of Radiation Sciences and Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden
| | - Federico Canzian
- Genomic Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
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7
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Park JY, Bueno-de-Mesquita HB, Ferrari P, Weiderpass E, de Batlle J, Tjønneland A, Kyro C, Rebours V, Boutron-Ruault MC, Mancini FR, Katzke V, Kühn T, Boeing H, Trichopoulou A, La Vecchia C, Kritikou M, Masala G, Pala V, Tumino R, Panico S, Peeters PH, Skeie G, Merino S, Duell EJ, Rodríguez-Barranco M, Dorronsoro M, Chirlaque MD, Ardanaz E, Gylling B, Schneede J, Ericson U, Sternby H, Khaw KT, Bradbury KE, Huybrechts I, Aune D, Vineis P, Slimani N. Dietary folate intake and pancreatic cancer risk: Results from the European prospective investigation into cancer and nutrition. Int J Cancer 2019; 144:1511-1521. [PMID: 30178496 DOI: 10.1002/ijc.31830] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Revised: 06/22/2018] [Accepted: 07/17/2018] [Indexed: 12/17/2022]
Abstract
Pancreatic cancer (PC) has an exceptionally low survival rate and primary prevention strategies are limited. Folate plays an important role in one-carbon metabolism and has been associated with the risk of several cancers, but not consistently with PC risk. We aimed to investigate the association between dietary folate intake and PC risk, using the standardised folate database across 10 European countries. A total of 477,206 participants were followed up for 11 years, during which 865 incident primary PC cases were recorded. Folate intake was energy-adjusted using the residual method. Hazard ratios (HRs) and 95% confidence intervals (CIs) were estimated using Cox proportional hazards models. In multivariable analyses stratified by age, sex, study centre and adjusted for energy intake, smoking status, BMI, educational level, diabetes status, supplement use and dietary fibre intake, we found no significant association between folate intake and PC risk: the HR of PC risk for those in the highest quartile of folate intake (≥353 μg/day) compared to the lowest (<241 μg/day) was 0.81 (95% CI: 0.51, 1.31; ptrend = 0.38). In current smokers, a positive trend was observed in PC risk across folate quartiles [HR = 4.42 (95% CI: 1.05, 18.62) for ≥353 μg/day vs. <241 μg/day, ptrend = 0.01]. Nonetheless, there was no significant interaction between smoking and dietary folate intake (pinteraction = 0.99). We found no association between dietary folate intake and PC risk in this large European study.
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Affiliation(s)
- Jin Young Park
- International Agency for Research on Cancer, Lyon, France
| | - H Bas Bueno-de-Mesquita
- National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Gastroenterology and Hepatology, University Medical Centre, Utrecht, The Netherlands
- School of Public Health, Imperial College London, London, United Kingdom
| | - Pietro Ferrari
- International Agency for Research on Cancer, Lyon, France
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, Tromsø, Norway
- Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
| | - Jordi de Batlle
- Group of Translational Research in Respiratory Medicine, IRBLleida, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | | | - Cecilie Kyro
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Vinciane Rebours
- Pancreatology Unit, Beaujon Hospital, Clichy, France
- INSERM-UMR 1149, University Paris 7, France
| | | | - Francesca Romana Mancini
- CESP, INSERM U1018, University of Paris-Sud, UVSQ, Université Paris-Saclay, France
- Gustave Roussy, Villejuif, France
| | - Verena Katzke
- German Cancer Research Center (DKFZ), Division of Cancer Epidemiology, Heidelberg, Germany
| | - Tilman Kühn
- German Cancer Research Center (DKFZ), Division of Cancer Epidemiology, Heidelberg, Germany
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition (DIfE) Potsdam-Rehbrücke, Germany
| | | | - Carlo La Vecchia
- Hellenic Health Foundation, Athens, Greece
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
| | | | - Giovanna Masala
- Cancer Risk Factors and Life-Style Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network-ISPRO, Florence, Italy
| | - Valeria Pala
- Epidemiology and Prevention Unit, IRCCS Foundation National Cancer Institute, Milan, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Department, 'Civic-M.P. Arezzo' Hospital, ASP Ragusa, Italy
| | - Salvatore Panico
- Department of Clinical Medicine and Surgery, Federico II University, Naples, Italy
| | - Petra H Peeters
- School of Public Health, Imperial College London, London, United Kingdom
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht
| | - Guri Skeie
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, Tromsø, Norway
| | | | - Eric J Duell
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Miguel Rodríguez-Barranco
- Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria ibs.GRANADA, Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Miren Dorronsoro
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Dirección de Salud Pública y Adicciones, Gobierno Vasco, Vitoria, Spain
- Instituto de Investigación Sanitaria Biodonostia, San Sebastián, Spain
| | - Maria-Dolores Chirlaque
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Department of Health and Social Sciences, Universidad de Murcia, Murcia, Spain
| | - Eva Ardanaz
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Navarra Public Health Institute, Pamplona, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
| | - Björn Gylling
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Jörn Schneede
- Department of Clinical Pharmacology, Pharmacology and Clinical Neurosciences, Umeå University, Umeå, Sweden
| | - Ulrika Ericson
- Diabetes and Cardiovascular disease, Genetic Epidemiology, Department of Clinical Sciences in Malmö, Lund University, Sweden
| | - Hanna Sternby
- Department of Surgery, Institution of Clinical Sciences Malmö, Lund University, Sweden
| | - Kay-Tee Khaw
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - Kathryn E Bradbury
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, United Kingdom
| | | | - Dagfinn Aune
- School of Public Health, Imperial College London, London, United Kingdom
- Bjørknes University College, Oslo, Norway
| | - Paolo Vineis
- School of Public Health, Imperial College London, London, United Kingdom
- IIGM Foundation, Turin, Italy
| | - Nadia Slimani
- International Agency for Research on Cancer, Lyon, France
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8
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Bradbury KE, Appleby PN, Tipper SJ, Travis RC, Allen NE, Kvaskoff M, Overvad K, Tjønneland A, Halkjær J, Cervenka I, Mahamat‐Saleh Y, Bonnet F, Kaaks R, Fortner RT, Boeing H, Trichopoulou A, La Vecchia C, Stratigos AJ, Palli D, Grioni S, Matullo G, Panico S, Tumino R, Peeters PH, Bueno‐de‐Mesquita HB, Ghiasvand R, Veierød MB, Weiderpass E, Bonet C, Molina E, Huerta JM, Larrañaga N, Barricarte A, Merino S, Isaksson K, Stocks T, Ljuslinder I, Hemmingsson O, Wareham N, Khaw K, Gunter MJ, Rinaldi S, Tsilidis KK, Aune D, Riboli E, Key TJ. Circulating insulin-like growth factor I in relation to melanoma risk in the European prospective investigation into cancer and nutrition. Int J Cancer 2019; 144:957-966. [PMID: 30191956 PMCID: PMC6481548 DOI: 10.1002/ijc.31854] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Revised: 07/23/2018] [Accepted: 07/25/2018] [Indexed: 01/10/2023]
Abstract
Insulin-like growth factor-I (IGF-I) regulates cell proliferation and apoptosis, and is thought to play a role in tumour development. Previous prospective studies have shown that higher circulating concentrations of IGF-I are associated with a higher risk of cancers at specific sites, including breast and prostate. No prospective study has examined the association between circulating IGF-I concentrations and melanoma risk. A nested case-control study of 1,221 melanoma cases and 1,221 controls was performed in the European Prospective Investigation into Cancer and Nutrition cohort, a prospective cohort of 520,000 participants recruited from 10 European countries. Conditional logistic regression was used to estimate odds ratios (ORs) for incident melanoma in relation to circulating IGF-I concentrations, measured by immunoassay. Analyses were conditioned on the matching factors and further adjusted for age at blood collection, education, height, BMI, smoking status, alcohol intake, marital status, physical activity and in women only, use of menopausal hormone therapy. There was no significant association between circulating IGF-I concentration and melanoma risk (OR for highest vs lowest fifth = 0.93 [95% confidence interval [CI]: 0.71 to 1.22]). There was no significant heterogeneity in the association between IGF-I concentrations and melanoma risk when subdivided by gender, age at blood collection, BMI, height, age at diagnosis, time between blood collection and diagnosis, or by anatomical site or histological subtype of the tumour (Pheterogeneity≥0.078). We found no evidence for an association between circulating concentrations of IGF-I measured in adulthood and the risk of melanoma.
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Affiliation(s)
- Kathryn E. Bradbury
- Cancer Epidemiology Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
- National Institute for Health InnovationSchool of Population Health, The University of AucklandAucklandNew Zealand
| | - Paul N. Appleby
- Cancer Epidemiology Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
| | - Sarah J. Tipper
- Cancer Epidemiology Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
| | - Ruth C. Travis
- Cancer Epidemiology Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
| | - Naomi E. Allen
- Clinical Trial Service Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
| | - Marina Kvaskoff
- CESPFac. de médecine ‐ Univ. Paris‐Sud, Fac. de médecine ‐ UVSQ, INSERM, Université Paris‐SaclayVillejuifFrance
- Gustave RoussyVillejuifFrance
| | - Kim Overvad
- Department of Public Health, Section for EpidemiologyAarhus UniversityAarhusDenmark
| | | | - Jytte Halkjær
- Danish Cancer Society Research CenterCopenhagenDenmark
| | - Iris Cervenka
- CESPFac. de médecine ‐ Univ. Paris‐Sud, Fac. de médecine ‐ UVSQ, INSERM, Université Paris‐SaclayVillejuifFrance
- Gustave RoussyVillejuifFrance
| | - Yahya Mahamat‐Saleh
- CESPFac. de médecine ‐ Univ. Paris‐Sud, Fac. de médecine ‐ UVSQ, INSERM, Université Paris‐SaclayVillejuifFrance
- Gustave RoussyVillejuifFrance
| | - Fabrice Bonnet
- CESPFac. de médecine ‐ Univ. Paris‐Sud, Fac. de médecine ‐ UVSQ, INSERM, Université Paris‐SaclayVillejuifFrance
- Gustave RoussyVillejuifFrance
- CHU RennesUniversité de Rennes 1RennesFrance
| | - Rudolf Kaaks
- Division of Cancer EpidemiologyGerman Cancer Research CenterHeidelbergGermany
| | - Renée T. Fortner
- Division of Cancer EpidemiologyGerman Cancer Research CenterHeidelbergGermany
| | - Heiner Boeing
- Department of EpidemiologyGerman Institute of Human Nutrition Potsdam‐Rehbrücke (DIfE)NuthetalGermany
| | | | - Carlo La Vecchia
- Hellenic Health FoundationAthensGreece
- Department of Clinical Sciences and Community HealthUniversità degli Studi di Milano, Milan, Italy
| | - Alexander J. Stratigos
- Hellenic Health FoundationAthensGreece
- 1st Department of Dermatology and VenereologyNational and Kapodistrian University of Athens School of MedicineAndreas Sygros HospitalAthensGreece
| | - Domenico Palli
- Cancer Risk Factors and Life‐Style Epidemiology UnitInstitute for Cancer Research, Prevention and Clinical NetworkISPRO, FlorenceItaly
| | - Sara Grioni
- Epidemiology and Prevention UnitFondazione IRCCS Istituto Nazionale dei TumoriMilanItaly
| | - Giuseppe Matullo
- Department of Medical SciencesUniversity of TorinoTorinoItaly
- Italian Institute for Genomic Medicine (IIGM/fka HuGeF)TorinoItaly
| | - Salvatore Panico
- Dipartmento di Medicina Clinica E ChirurgiaFederico II UniversityNaplesItaly
| | - Rosario Tumino
- Cancer Registry and Histopathology Department"Civic ‐ M.P. Arezzo" Hospital, ASPRagusaItaly
| | - Petra H. Peeters
- Department of EpidemiologyJulius Center for Health Sciences and Primary Care, University Medical Center UtrechtUtrechtthe Netherlands
| | - H. Bas Bueno‐de‐Mesquita
- Department of Epidemiology and BiostatisticsThe School of Public Health, Imperial College London, St Mary's CampusW2 1PG, LondonUnited Kingdom
- Department of Social and Preventive MedicineFaculty of Medicine, University of Malaya50603Kuala LumpurMalaysia
- Department for Determinants of Chronic Diseases (DCD)National Institute for Public Health and the Environment (RIVM)BilthovenThe Netherlands
| | - Reza Ghiasvand
- Oslo Centre for Biostatistics and Epidemiology, Department of BiostatisticsInstitute of Basic Medical Sciences, University of OsloNorway
| | - Marit B. Veierød
- Oslo Centre for Biostatistics and Epidemiology, Department of BiostatisticsInstitute of Basic Medical Sciences, University of OsloNorway
| | - Elisabete Weiderpass
- Department of Community MedicineFaculty of Health Sciences, UiT, The Arctic University of NorwayTromsøNorway
- Department of Research, Cancer Registry of NorwayInstitute of Population‐Based Cancer ResearchOsloNorway
- Genetic Epidemiology GroupFolkhälsan Research Center and Faculty of Medicine, University of HelsinkiFinland
- Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden
| | - Catalina Bonet
- Unit of Nutrition and Cancer, Cancer Epidemiology Research ProgramCatalan Institute of Oncology‐IDIBELL, L'Hospitalet de LlobregatBarcelonaSpain
| | - Elena Molina
- Escuela Andaluza de Salud PúblicaInstituto de Investigación Biosanitaria ibs, GRANADA, Hospitales Universitarios de Granada/Universidad de GranadaGranadaSpain
- CIBER de Epidemiología y Salud Pública (CIBERESP)MadridSpain
| | - José M. Huerta
- CIBER de Epidemiología y Salud Pública (CIBERESP)MadridSpain
- Department of EpidemiologyMurcia Regional Health CouncilMurciaSpain
| | - Nerea Larrañaga
- CIBER de Epidemiología y Salud Pública (CIBERESP)MadridSpain
- Basque Regional Health DepartmentPublic Health Division of Gipuzkoa‐BIODONOSTIA, San Sebastián, Spain
| | - Aurelio Barricarte
- CIBER de Epidemiología y Salud Pública (CIBERESP)MadridSpain
- Navarra Public Health InstitutePamplonaSpain
| | | | - Karolin Isaksson
- Department of Clinical Sciences SurgeryBreast and Melanoma Unit, Lund University, Skåne University HospitalLundSweden
| | - Tanja Stocks
- Department of Clinical Sciences MalmöLund UniversitySweden
| | - Ingrid Ljuslinder
- Department of Radiation Sciences, OncologyNorrlands University HospitalUmeåSweden
| | - Oskar Hemmingsson
- Department of Surgical and perioperative Sciences/SurgeryUmeå UniversityUmeåSweden
| | - Nick Wareham
- MRC Epidemiology UnitUniversity of CambridgeCambridgeUnited Kingdom
| | - Kay‐Tee Khaw
- Department of Public Health and Primary CareUniversity of CambridgeCambridgeUnited Kingdom
| | - Marc J. Gunter
- Section of Nutrition and MetabolismInternational Agency for Research on Cancer, World Health OrganizationLyonFrance
| | - Sabina Rinaldi
- Section of Nutrition and MetabolismInternational Agency for Research on Cancer, World Health OrganizationLyonFrance
| | - Konstantinos K. Tsilidis
- Department of Epidemiology and Biostatistics, Faculty of MedicineSchool of Public Health, Imperial College LondonLondonUnited Kingdom
- Department of Hygiene and EpidemiologyUniversity of Ioannina School of MedicineIoanninaGreece
| | - Dagfinn Aune
- Department of Epidemiology and Biostatistics, Faculty of MedicineSchool of Public Health, Imperial College LondonLondonUnited Kingdom
- Department of NutritionBjørknes University CollegeOsloNorway
- Department of EndocrinologyMorbid Obesity and Preventive Medicine, Oslo University HospitalOsloNorway
| | - Elio Riboli
- Department of Epidemiology and Biostatistics, Faculty of MedicineSchool of Public Health, Imperial College LondonLondonUnited Kingdom
| | - Timothy J. Key
- Cancer Epidemiology Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
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9
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van Gemert WA, Peeters PH, May AM, Doornbos AJH, Elias SG, van der Palen J, Veldhuis W, Stapper M, Schuit JA, Monninkhof EM. Effect of diet with or without exercise on abdominal fat in postmenopausal women - a randomised trial. BMC Public Health 2019; 19:174. [PMID: 30744621 PMCID: PMC6371569 DOI: 10.1186/s12889-019-6510-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Accepted: 02/04/2019] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND We assessed the effect of equivalent weight loss with or without exercise on (intra-) abdominal fat in postmenopausal women in the SHAPE-2 study. METHODS The SHAPE-2 study is a three-armed randomised controlled trial conducted in 2012-2013 in the Netherlands. Postmenopausal overweight women were randomized to a diet (n = 97), exercise plus diet (n = 98) or control group (n = 48). Both intervention groups aimed for equivalent weight loss (6-7%) following a calorie-restricted diet (diet group) or a partly supervised intensive exercise programme (4 h per week) combined with a small caloric restriction (exercise plus diet group). Outcomes after 16 weeks are amount and distribution of abdominal fat, measured by magnetic resonance imaging (MRI) with the use of the three-point IDEAL Dixon method. RESULTS The diet and exercise plus diet group lost 6.1 and 6.9% body weight, respectively. Compared to controls, subcutaneous and intra-abdominal fat reduced significantly with both diet (- 12.5% and - 12.0%) and exercise plus diet (- 16.0% and - 14.6%). Direct comparison between both interventions revealed that the reduction in subcutaneous fat was statistically significantly larger in the group that combined exercise with diet: an additional 10.6 cm2 (95%CI -18.7; - 2.4) was lost compared to the diet-only group. Intra-abdominal fat loss was not significantly larger in the exercise plus diet group (- 3.8 cm2, 95%CI -9.0; 1.3). CONCLUSIONS We conclude that weight loss of 6-7% with diet or with exercise plus diet reduced both subcutaneous and intra-abdominal fat. Only subcutaneous fat statistically significantly reduced to a larger extent when exercise is combined with a small caloric restriction. TRIAL REGISTER NCT01511276 (clinicaltrials.gov), prospectively registered.
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Affiliation(s)
- Willemijn A van Gemert
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, STR 6.131, Universiteitsweg 100, 3584 CG, Utrecht, the Netherlands
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, STR 6.131, Universiteitsweg 100, 3584 CG, Utrecht, the Netherlands
| | - Anne M May
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, STR 6.131, Universiteitsweg 100, 3584 CG, Utrecht, the Netherlands
| | - Adriaan J H Doornbos
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, STR 6.131, Universiteitsweg 100, 3584 CG, Utrecht, the Netherlands
| | - Sjoerd G Elias
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, STR 6.131, Universiteitsweg 100, 3584 CG, Utrecht, the Netherlands
| | - Job van der Palen
- Medisch Spectrum Twente Hospital, Department of Epidemiology, Enschede, the Netherlands.,Department of Research methodology, Measurement and Data analysis, University of Twente, Enschede, the Netherlands
| | - Wouter Veldhuis
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Maaike Stapper
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, STR 6.131, Universiteitsweg 100, 3584 CG, Utrecht, the Netherlands
| | - Jantine A Schuit
- Division of Public Health and Health Care, National Institute for Public Health and the Environment, Bilthoven, the Netherlands.,Department of Health Sciences, EMGO Institute for Health and Care Research, VU University, Amsterdam, the Netherlands
| | - Evelyn M Monninkhof
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, STR 6.131, Universiteitsweg 100, 3584 CG, Utrecht, the Netherlands.
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10
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Andersen ZJ, Pedersen M, Weinmayr G, Stafoggia M, Galassi C, Jørgensen JT, Sommar JN, Forsberg B, Olsson D, Oftedal B, Aasvang GM, Schwarze P, Pyko A, Pershagen G, Korek M, Faire UD, Östenson CG, Fratiglioni L, Eriksen KT, Poulsen AH, Tjønneland A, Bräuner EV, Peeters PH, Bueno-de-Mesquita B, Jaensch A, Nagel G, Lang A, Wang M, Tsai MY, Grioni S, Marcon A, Krogh V, Ricceri F, Sacerdote C, Migliore E, Vermeulen R, Sokhi R, Keuken M, de Hoogh K, Beelen R, Vineis P, Cesaroni G, Brunekreef B, Hoek G, Raaschou-Nielsen O. Long-term exposure to ambient air pollution and incidence of brain tumor: the European Study of Cohorts for Air Pollution Effects (ESCAPE). Neuro Oncol 2019; 20:420-432. [PMID: 29016987 PMCID: PMC5817954 DOI: 10.1093/neuonc/nox163] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Background Epidemiological evidence on the association between ambient air pollution and brain tumor risk is sparse and inconsistent. Methods In 12 cohorts from 6 European countries, individual estimates of annual mean air pollution levels at the baseline residence were estimated by standardized land-use regression models developed within the ESCAPE and TRANSPHORM projects: particulate matter (PM) ≤2.5, ≤10, and 2.5–10 μm in diameter (PM2.5, PM10, and PMcoarse), PM2.5 absorbance, nitrogen oxides (NO2 and NOx) and elemental composition of PM. We estimated cohort-specific associations of air pollutant concentrations and traffic intensity with total, malignant, and nonmalignant brain tumor, in separate Cox regression models, adjusting for risk factors, and pooled cohort-specific estimates using random-effects meta-analyses. Results Of 282194 subjects from 12 cohorts, 466 developed malignant brain tumors during 12 years of follow-up. Six of the cohorts also had data on nonmalignant brain tumor, where among 106786 subjects, 366 developed brain tumor: 176 nonmalignant and 190 malignant. We found a positive, statistically nonsignificant association between malignant brain tumor and PM2.5 absorbance (hazard ratio and 95% CI: 1.67; 0.89–3.14 per 10–5/m3), and weak positive or null associations with the other pollutants. Hazard ratio for PM2.5 absorbance (1.01; 0.38–2.71 per 10–5/m3) and all other pollutants were lower for nonmalignant than for malignant brain tumors. Conclusion We found suggestive evidence of an association between long-term exposure to PM2.5 absorbance indicating traffic-related air pollution and malignant brain tumors, and no association with overall or nonmalignant brain tumors.
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Affiliation(s)
- Zorana J Andersen
- Center for Epidemiology and Screening, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Marie Pedersen
- Center for Epidemiology and Screening, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.,The Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Gudrun Weinmayr
- Institute of Epidemiology and Medical Biometry, Ulm University, Ulm, Germany
| | - Massimo Stafoggia
- Department of Epidemiology, Lazio Regional Health Service, Local Health Unit ASL RM1, Rome, Italy.,Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Claudia Galassi
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy
| | - Jeanette T Jørgensen
- Center for Epidemiology and Screening, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Johan N Sommar
- Occupational and Environmental Medicine, Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Bertil Forsberg
- Occupational and Environmental Medicine, Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - David Olsson
- Occupational and Environmental Medicine, Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | | | | | - Per Schwarze
- Norwegian Institute of Public Health, Oslo, Norway
| | - Andrei Pyko
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Göran Pershagen
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Michal Korek
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden.,Netherlands Organization for Applied Scientific Research, Utrecht, Netherlands
| | - Ulf De Faire
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Claes-Göran Östenson
- Department of Molecular Medicine and Surgery, Karolinska Institute, Stockholm, Sweden
| | - Laura Fratiglioni
- Aging Research Center, Department of Neurobiology Care Science and Society, Karolinska Institute, Stockholm, Sweden
| | - Kirsten T Eriksen
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Aslak H Poulsen
- The Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Anne Tjønneland
- The Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Elvira Vaclavik Bräuner
- Department of Occupational and Environmental Medicine, Bispebjerg-Frederiksberg Hospital, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.,Biomarkers and Clinical Resreach in Eating Disorders, Ballerup Center for Mental Health Services, Capitol Region of Denmark, Rigshospitalt- Ballerup, Denmark
| | - Petra H Peeters
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Netherlands.,MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK
| | - Bas Bueno-de-Mesquita
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK.,Department for Determinants of Chronic Diseases, National Institute for Public Health and the Environment, Bilthoven, Netherlands.,Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Andrea Jaensch
- Institute of Epidemiology and Medical Biometry, Ulm University, Ulm, Germany
| | - Gabriele Nagel
- Institute of Epidemiology and Medical Biometry, Ulm University, Ulm, Germany.,Vorarlberg Cancer Registry, Bregenz, Austria
| | - Alois Lang
- Vorarlberg Cancer Registry, Bregenz, Austria
| | - Meng Wang
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, Washington, USA.,Institute for Risk Assessment Sciences, Utrecht University, Utrecht, Netherlands
| | - Ming-Yi Tsai
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, Washington, USA.,Swiss Tropical and Public Health Institute, Basel, Switzerland, University of Basel, Basel, Switzerland
| | - Sara Grioni
- Epidemiology and Prevention Unit, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Alessandro Marcon
- Unit of Epidemiology & Medical Statistics, Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Vittorio Krogh
- Epidemiology and Prevention Unit, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Fulvio Ricceri
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy.,Unit of Epidemiology, Regional Health Service ASL TO3, Grugliasco, Italy
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy
| | - Enrica Migliore
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy
| | - Roel Vermeulen
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Netherlands.,MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK.,Institute for Risk Assessment Sciences, Utrecht University, Utrecht, Netherlands
| | - Ranjeet Sokhi
- Centre for Atmospheric and Instrumentation Research, University of Hertfordshire, College Lane, Hatfield, UK
| | - Menno Keuken
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden.,Netherlands Organization for Applied Scientific Research, Utrecht, Netherlands
| | - Kees de Hoogh
- Swiss Tropical and Public Health Institute, Basel, Switzerland, University of Basel, Basel, Switzerland.,University of Basel, Basel, Switzerland
| | - Rob Beelen
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, Netherlands.,National Institute for Public Health and the Environment, Bilthoven, Netherlands
| | - Paolo Vineis
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK.,Molecular end Epidemiology Unit, HuGeF, Human Genetics Foundation, Torino, Italy
| | - Giulia Cesaroni
- Department of Epidemiology, Lazio Regional Health Service, Local Health Unit ASL RM1, Rome, Italy
| | - Bert Brunekreef
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Netherlands.,Institute for Risk Assessment Sciences, Utrecht University, Utrecht, Netherlands
| | - Gerard Hoek
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, Netherlands
| | - Ole Raaschou-Nielsen
- The Danish Cancer Society Research Center, Copenhagen, Denmark.,Department of Environmental Science, Aarhus University, Roskilde, Denmark
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11
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Nichols HB, Schoemaker MJ, Cai J, Xu J, Wright LB, Brook MN, Jones ME, Adami HO, Baglietto L, Bertrand KA, Blot WJ, Boutron-Ruault MC, Dorronsoro M, Dossus L, Eliassen AH, Giles GG, Gram IT, Hankinson SE, Hoffman-Bolton J, Kaaks R, Key TJ, Kitahara CM, Larsson SC, Linet M, Merritt MA, Milne RL, Pala V, Palmer JR, Peeters PH, Riboli E, Sund M, Tamimi RM, Tjønneland A, Trichopoulou A, Ursin G, Vatten L, Visvanathan K, Weiderpass E, Wolk A, Zheng W, Weinberg CR, Swerdlow AJ, Sandler DP. Breast Cancer Risk After Recent Childbirth: A Pooled Analysis of 15 Prospective Studies. Ann Intern Med 2019; 170:22-30. [PMID: 30534999 PMCID: PMC6760671 DOI: 10.7326/m18-1323] [Citation(s) in RCA: 102] [Impact Index Per Article: 20.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Background Parity is widely recognized as protective for breast cancer, but breast cancer risk may be increased shortly after childbirth. Whether this risk varies with breastfeeding, family history of breast cancer, or specific tumor subtype has rarely been evaluated. Objective To characterize breast cancer risk in relation to recent childbirth. Design Pooled analysis of individual-level data from 15 prospective cohort studies. Setting The international Premenopausal Breast Cancer Collaborative Group. Participants Women younger than 55 years. Measurements During 9.6 million person-years of follow-up, 18 826 incident cases of breast cancer were diagnosed. Hazard ratios (HRs) and 95% CIs for breast cancer were calculated using Cox proportional hazards regression. Results Compared with nulliparous women, parous women had an HR for breast cancer that peaked about 5 years after birth (HR, 1.80 [95% CI, 1.63 to 1.99]) before decreasing to 0.77 (CI, 0.67 to 0.88) after 34 years. The association crossed over from positive to negative about 24 years after birth. The overall pattern was driven by estrogen receptor (ER)-positive breast cancer; no crossover was seen for ER-negative cancer. Increases in breast cancer risk after childbirth were pronounced when combined with a family history of breast cancer and were greater for women who were older at first birth or who had more births. Breastfeeding did not modify overall risk patterns. Limitations Breast cancer diagnoses during pregnancy were not uniformly distinguishable from early postpartum diagnoses. Data on human epidermal growth factor receptor 2 (HER2) oncogene overexpression were limited. Conclusion Compared with nulliparous women, parous women have an increased risk for breast cancer for more than 20 years after childbirth. Health care providers should consider recent childbirth a risk factor for breast cancer in young women. Primary Funding Source The Avon Foundation, the National Institute of Environmental Health Sciences, Breast Cancer Now and the UK National Health Service, and the Institute of Cancer Research.
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Affiliation(s)
- Hazel B. Nichols
- University of North Carolina Gillings School of Global Public Health, Chapel Hill, North Carolina
| | | | - Jianwen Cai
- University of North Carolina Gillings School of Global Public Health, Chapel Hill, North Carolina
| | - Jiawei Xu
- University of North Carolina Gillings School of Global Public Health, Chapel Hill, North Carolina
| | | | - Mark N. Brook
- The Institute of Cancer Research, London, United Kingdom
| | | | | | | | | | - William J. Blot
- Vanderbilt-Ingram Cancer Center and Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Marie-Christine Boutron-Ruault
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1018, Institut Gustave Roussy Centre for Research in Epidemiology and Population Health, University Paris-Saclay, and University Paris-Sud, Villejuif, France
| | - Miren Dorronsoro
- Public Health Direction and Biodonostia Research Institute and Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública, Basque Regional Health Department, San Sebastian, Spain
| | - Laure Dossus
- International Agency for Research on Cancer, Lyon, France
| | - A. Heather Eliassen
- Brigham and Women’s Hospital, Harvard Medical School, and Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Graham G. Giles
- Cancer Council Victoria and University of Melbourne School of Population and Global Health, Melbourne, Victoria, Australia
| | - Inger T. Gram
- University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | - Susan E. Hankinson
- University of Massachusetts Amherst School of Public Health and Health Sciences, Amherst, Massachusetts
| | | | - Rudolf Kaaks
- German Cancer Research Center, Heidelberg, Germany
| | | | - Cari M. Kitahara
- National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Susanna C. Larsson
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Martha Linet
- National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Melissa A. Merritt
- School of Public Health, Imperial College London, London, United Kingdom
| | - Roger L. Milne
- Cancer Council Victoria and University of Melbourne School of Population and Global Health, Melbourne, Victoria, Australia
| | - Valeria Pala
- Cancer Registry of Norway, Institute of Population-Based Cancer Research, and University of Oslo, Oslo, Norway, and University of Southern California, Los Angeles, California
| | - Julie R. Palmer
- Slone Epidemiology Center at Boston University, Boston, Massachusetts
| | | | - Elio Riboli
- School of Public Health, Imperial College London, London, United Kingdom
| | | | - Rulla M. Tamimi
- Brigham and Women’s Hospital, Harvard Medical School, and Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | | | | | - Giske Ursin
- Norwegian University of Science and Technology, Trondheim, Norway
| | - Lars Vatten
- Norwegian University of Science and Technology, Trondheim, Norway
| | - Kala Visvanathan
- Johns Hopkins Bloomberg School of Public Health and Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Elisabete Weiderpass
- Karolinska Institutet, Stockholm, Sweden; University of Tromsø, The Arctic University of Norway, Tromsø, Norway; and Folkhälsan Research Center, Helsinki, Finland
| | - Alicja Wolk
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Wei Zheng
- Vanderbilt-Ingram Cancer Center and Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Clarice R. Weinberg
- National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina
| | | | - Dale P. Sandler
- National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina
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12
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Schulpen M, Peeters PH, van den Brandt PA. Mediterranean diet adherence and risk of esophageal and gastric cancer subtypes in the Netherlands Cohort Study. Gastric Cancer 2019; 22:663-674. [PMID: 30771119 PMCID: PMC6570688 DOI: 10.1007/s10120-019-00927-x] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Accepted: 01/15/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND Mediterranean diet (MD) adherence has been associated with reduced risks of esophageal and gastric cancer (subtypes) in a limited number of studies. We prospectively investigated associations between MD adherence and risks of esophageal squamous cell carcinoma (ESCC), esophageal adenocarcinoma (EAC), gastric cardia adenocarcinoma (GCA), and gastric non-cardia adenocarcinoma (GNCA) in a Dutch cohort. METHODS Analyses were conducted using data from the 120852 participants of the Netherlands Cohort Study (NLCS), who were aged between 55 and 69 years at enrollment. Various MD scores, with and without alcohol, were calculated to estimate MD adherence. Using 20.3 years of follow-up, 133 ESCC, 200 EAC, 191 GCA, and 586 GNCA cases could be included in multivariable Cox regression analyses. RESULTS Of the investigated scores, the alternate Mediterranean diet score without alcohol (aMEDr) performed best. aMEDr was inversely associated with risks of GCA and GNCA in men and women. However, statistical significance was only reached in men [ptrend: 0.019 (GCA), 0.016 (GNCA)]. Furthermore, higher aMEDr values were significantly associated with a reduced ESCC risk in men [HRper two-point increment (95% CI) = 0.57 (0.41-0.80), ptrend = 0.013], but not in women (pheterogeneity = 0.008). There was no evidence of an association between aMEDr and EAC risk. Educational level was a significant effect modifier for the association between aMEDr and GNCA risk (pheterogeneity = 0.0073). CONCLUSIONS Higher MD adherence was associated with reduced risks of ESCC, GCA, and GNCA in the NLCS. However, the decreased ESCC risk might be limited to men.
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Affiliation(s)
- Maya Schulpen
- Department of Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Centre, P.O. Box 616, 6200 MD Maastricht, The Netherlands
| | - Petra H. Peeters
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Piet A. van den Brandt
- Department of Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Centre, P.O. Box 616, 6200 MD Maastricht, The Netherlands ,Department of Epidemiology, CAPHRI-School for Public Health and Primary Care, Maastricht University Medical Centre, Maastricht, The Netherlands
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13
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Travis RC, Perez-Cornago A, Appleby PN, Albanes D, Joshu CE, Lutsey PL, Mondul AM, Platz EA, Weinstein SJ, Layne TM, Helzlsouer KJ, Visvanathan K, Palli D, Peeters PH, Bueno-de-Mesquita B, Trichopoulou A, Gunter MJ, Tsilidis KK, Sánchez MJ, Olsen A, Brenner H, Schöttker B, Perna L, Holleczek B, Knekt P, Rissanen H, Yeap BB, Flicker L, Almeida OP, Wong YYE, Chan JM, Giovannucci EL, Stampfer MJ, Ursin G, Gislefoss RE, Bjørge T, Meyer HE, Blomhoff R, Tsugane S, Sawada N, English DR, Eyles DW, Heath AK, Williamson EJ, Manjer J, Malm J, Almquist M, Marchand LL, Haiman CA, Wilkens LR, Schenk JM, Tangen CM, Black A, Cook MB, Huang WY, Ziegler RG, Martin RM, Hamdy FC, Donovan JL, Neal DE, Touvier M, Hercberg S, Galan P, Deschasaux M, Key TJ, Allen NE. A Collaborative Analysis of Individual Participant Data from 19 Prospective Studies Assesses Circulating Vitamin D and Prostate Cancer Risk. Cancer Res 2019; 79:274-285. [PMID: 30425058 PMCID: PMC6330070 DOI: 10.1158/0008-5472.can-18-2318] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Revised: 10/04/2018] [Accepted: 11/08/2018] [Indexed: 11/16/2022]
Abstract
Previous prospective studies assessing the relationship between circulating concentrations of vitamin D and prostate cancer risk have shown inconclusive results, particularly for risk of aggressive disease. In this study, we examine the association between prediagnostic concentrations of 25-hydroxyvitamin D [25(OH)D] and 1,25-dihydroxyvitamin D [1,25(OH)2D] and the risk of prostate cancer overall and by tumor characteristics. Principal investigators of 19 prospective studies provided individual participant data on circulating 25(OH)D and 1,25(OH)2D for up to 13,462 men with incident prostate cancer and 20,261 control participants. ORs for prostate cancer by study-specific fifths of season-standardized vitamin D concentration were estimated using multivariable-adjusted conditional logistic regression. 25(OH)D concentration was positively associated with risk for total prostate cancer (multivariable-adjusted OR comparing highest vs. lowest study-specific fifth was 1.22; 95% confidence interval, 1.13-1.31; P trend < 0.001). However, this association varied by disease aggressiveness (P heterogeneity = 0.014); higher circulating 25(OH)D was associated with a higher risk of nonaggressive disease (OR per 80 percentile increase = 1.24, 1.13-1.36) but not with aggressive disease (defined as stage 4, metastases, or prostate cancer death, 0.95, 0.78-1.15). 1,25(OH)2D concentration was not associated with risk for prostate cancer overall or by tumor characteristics. The absence of an association of vitamin D with aggressive disease does not support the hypothesis that vitamin D deficiency increases prostate cancer risk. Rather, the association of high circulating 25(OH)D concentration with a higher risk of nonaggressive prostate cancer may be influenced by detection bias. SIGNIFICANCE: This international collaboration comprises the largest prospective study on blood vitamin D and prostate cancer risk and shows no association with aggressive disease but some evidence of a higher risk of nonaggressive disease.
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Affiliation(s)
- Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Aurora Perez-Cornago
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom.
| | - Paul N Appleby
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, U.S. National Cancer Institute, Bethesda, Maryland
| | - Corinne E Joshu
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Pamela L Lutsey
- Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, Minnesota
| | - Alison M Mondul
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, Michigan
| | - Elizabeth A Platz
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Stephanie J Weinstein
- Division of Cancer Epidemiology and Genetics, U.S. National Cancer Institute, Bethesda, Maryland
| | - Tracy M Layne
- Division of Cancer Epidemiology and Genetics, U.S. National Cancer Institute, Bethesda, Maryland
| | - Kathy J Helzlsouer
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Kala Visvanathan
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network - ISPRO, Florence, Italy
| | - Petra H Peeters
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Bas Bueno-de-Mesquita
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), BA Bilthoven, the Netherlands
- Department of Gastroenterology and Hepatology, University Medical Centre, Utrecht, the Netherlands
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, United Kingdom
- Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Pantai Valley, Kuala Lumpur, Malaysia
| | | | - Marc J Gunter
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France
| | - Konstantinos K Tsilidis
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, United Kingdom
- Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
| | - Maria-Jose Sánchez
- Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria ibs. Granada, Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Anja Olsen
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ben Schöttker
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany
- Network Aging Research, University of Heidelberg, Heidelberg, Germany
| | - Laura Perna
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany
| | | | - Paul Knekt
- National Institute for Health and Welfare, Helsinki, Finland
| | - Harri Rissanen
- National Institute for Health and Welfare, Helsinki, Finland
| | - Bu B Yeap
- The Medical School, University of Western Australia, Perth, Australia
- Department of Endocrinology and Diabetes, Fiona Stanley Hospital, Perth, Australia
| | - Leon Flicker
- The Medical School, University of Western Australia, Perth, Australia
- Western Australian Centre for Health and Ageing, Centre for Medical Research, Harry Perkins Institute of Medical Research, Perth, Australia
- Department of Geriatric Medicine, Royal Perth Hospital, Perth, Australia
| | - Osvaldo P Almeida
- The Medical School, University of Western Australia, Perth, Australia
- Western Australian Centre for Health and Ageing, Centre for Medical Research, Harry Perkins Institute of Medical Research, Perth, Australia
- Department of Psychiatry, Royal Perth Hospital, Perth, Australia
| | - Yuen Yee Elizabeth Wong
- The Medical School, University of Western Australia, Perth, Australia
- Department of Geriatric Medicine, Fiona Stanley and Fremantle Hospitals Group, Perth, Australia
| | - June M Chan
- Departments of Epidemiology and Biostatistics and Urology, University of California, San Francisco, San Francisco, California
| | - Edward L Giovannucci
- Departments of Nutrition and Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Meir J Stampfer
- Departments of Nutrition and Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Giske Ursin
- Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
| | - Randi E Gislefoss
- Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
| | - Tone Bjørge
- Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | - Haakon E Meyer
- Department of Community Medicine and Global Health, University of Oslo, Oslo, Norway
- Division of Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Rune Blomhoff
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
- Division of Cancer Medicine, Department of Clinical Service, Oslo University Hospital, Oslo, Norway
| | - Shoichiro Tsugane
- Epidemiology and Prevention Group, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Norie Sawada
- Epidemiology and Prevention Group, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Dallas R English
- Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, Victoria, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Darryl W Eyles
- Queensland Brain Institute, University of Queensland, Queensland, Australia
| | - Alicia K Heath
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, United Kingdom
| | - Elizabeth J Williamson
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Jonas Manjer
- Department of Translational Medicine, Clinical Chemistry, Lund University, Skåne University Hospital, Malmö, Sweden
| | - Johan Malm
- Department of Translational Medicine, Clinical Chemistry, Lund University, Skåne University Hospital, Malmö, Sweden
| | - Martin Almquist
- Department of Surgery, Endocrine-Sarcoma Unit, Skåne University Hospital, Lund, Sweden
| | - Loic Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | - Christopher A Haiman
- Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Lynne R Wilkens
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | - Jeannette M Schenk
- Cancer Prevention Program, Public Health Sciences Division, Fred Hutchinson Cancer Research Centre, Seattle, Washington
| | - Cathy M Tangen
- SWOG (Formerly the Southwest Oncology Group) Statistical Center, Fred Hutchinson Cancer Research Center, Seattle, Washington
- Department of Biostatistics, University of Washington, Seattle, Washington
| | - Amanda Black
- Division of Cancer Epidemiology and Genetics, U.S. National Cancer Institute, Bethesda, Maryland
| | - Michael B Cook
- Division of Cancer Epidemiology and Genetics, U.S. National Cancer Institute, Bethesda, Maryland
| | - Wen-Yi Huang
- Division of Cancer Epidemiology and Genetics, U.S. National Cancer Institute, Bethesda, Maryland
| | - Regina G Ziegler
- Division of Cancer Epidemiology and Genetics, U.S. National Cancer Institute, Bethesda, Maryland
| | - Richard M Martin
- Bristol Medical School Department of Population Health Sciences, University of Bristol, Bristol, United Kingdom
- Medical Research Council (MRC) University of Bristol Integrative Epidemiology Unit (IEU), University of Bristol, Bristol, United Kingdom
- National Institute for Health Research, Bristol Biomedical Research Centre, Bristol, United Kingdom
| | - Freddie C Hamdy
- Nuffield Department of Surgery, University of Oxford, Oxford, United Kingdom
| | - Jenny L Donovan
- Bristol Medical School Department of Population Health Sciences, University of Bristol, Bristol, United Kingdom
| | - David E Neal
- Nuffield Department of Surgery, University of Oxford, Oxford, United Kingdom
| | - Mathilde Touvier
- Sorbonne Paris Cité Epidemiology and Statistics Research Center (CRESS), Nutritional Epidemiology Research Team (EREN), Inserm U1153/Inra U1125/Cnam/Paris 13 University, Bobigny, France
| | - Serge Hercberg
- Sorbonne Paris Cité Epidemiology and Statistics Research Center (CRESS), Nutritional Epidemiology Research Team (EREN), Inserm U1153/Inra U1125/Cnam/Paris 13 University, Bobigny, France
| | - Pilar Galan
- Sorbonne Paris Cité Epidemiology and Statistics Research Center (CRESS), Nutritional Epidemiology Research Team (EREN), Inserm U1153/Inra U1125/Cnam/Paris 13 University, Bobigny, France
| | - Mélanie Deschasaux
- Sorbonne Paris Cité Epidemiology and Statistics Research Center (CRESS), Nutritional Epidemiology Research Team (EREN), Inserm U1153/Inra U1125/Cnam/Paris 13 University, Bobigny, France
| | - Timothy J Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Naomi E Allen
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
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14
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Matejcic M, Lesueur F, Biessy C, Renault AL, Mebirouk N, Yammine S, Keski-Rahkonen P, Li K, Hémon B, Weiderpass E, Rebours V, Boutron-Ruault MC, Carbonnel F, Kaaks R, Katzke V, Kuhn T, Boeing H, Trichopoulou A, Palli D, Agnoli C, Panico S, Tumino R, Sacerdote C, Quirós JR, Duell EJ, Porta M, Sánchez MJ, Chirlaque MD, Barricarte A, Amiano P, Ye W, Peeters PH, Khaw KT, Perez-Cornago A, Key TJ, Bueno-de-Mesquita HB, Riboli E, Vineis P, Romieu I, Gunter MJ, Chajès V. Circulating plasma phospholipid fatty acids and risk of pancreatic cancer in a large European cohort. Int J Cancer 2018; 143:2437-2448. [PMID: 30110135 DOI: 10.1002/ijc.31797] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Revised: 07/06/2018] [Accepted: 07/09/2018] [Indexed: 02/11/2024]
Abstract
There are both limited and conflicting data on the role of dietary fat and specific fatty acids in the development of pancreatic cancer. In this study, we investigated the association between plasma phospholipid fatty acids and pancreatic cancer risk in the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort. The fatty acid composition was measured by gas chromatography in plasma samples collected at recruitment from375 incident pancreatic cancer cases and375 matched controls. Associations of specific fatty acids with pancreatic cancer risk were evaluated using multivariable conditional logistic regression models with adjustment for established pancreatic cancer risk factors. Statistically significant inverse associations were found between pancreatic cancer incidence and levels of heptadecanoic acid (ORT3-T1 [odds ratio for highest versus lowest tertile] =0.63; 95%CI[confidence interval] = 0.41-0.98; ptrend = 0.036), n-3 polyunsaturated α-linolenic acid (ORT3-T1 = 0.60; 95%CI = 0.39-0.92; ptrend = 0.02) and docosapentaenoic acid (ORT3-T1 = 0.52; 95%CI = 0.32-0.85; ptrend = 0.008). Industrial trans-fatty acids were positively associated with pancreatic cancer risk among men (ORT3-T1 = 3.00; 95%CI = 1.13-7.99; ptrend = 0.029), while conjugated linoleic acids were inversely related to pancreatic cancer among women only (ORT3-T1 = 0.37; 95%CI = 0.17-0.81; ptrend = 0.008). Among current smokers, the long-chain n-6/n-3 polyunsaturated fatty acids ratio was positively associated with pancreatic cancer risk (ORT3-T1 = 3.40; 95%CI = 1.39-8.34; ptrend = 0.007). Results were robust to a range of sensitivity analyses. Our findings suggest that higher circulating levels of saturated fatty acids with an odd number of carbon atoms and n-3 polyunsaturated fatty acids may be related to lower risk of pancreatic cancer. The influence of some fatty acids on the development of pancreatic cancer may be sex-specific and modulated by smoking.
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Affiliation(s)
- M Matejcic
- International Agency for Research on Cancer, Lyon, France
| | - F Lesueur
- Genetic Epidemiology of Cancer team, Inserm, U900, Paris, France
- Institut Curie, Paris, France
- PSL University, Paris, France
- Mines ParisTech, Fontainebleau, France
| | - C Biessy
- International Agency for Research on Cancer, Lyon, France
| | - A L Renault
- Genetic Epidemiology of Cancer team, Inserm, U900, Paris, France
- Institut Curie, Paris, France
- PSL University, Paris, France
- Mines ParisTech, Fontainebleau, France
| | - N Mebirouk
- Genetic Epidemiology of Cancer team, Inserm, U900, Paris, France
- Institut Curie, Paris, France
- PSL University, Paris, France
- Mines ParisTech, Fontainebleau, France
| | - S Yammine
- International Agency for Research on Cancer, Lyon, France
| | | | - K Li
- International Agency for Research on Cancer, Lyon, France
| | - B Hémon
- International Agency for Research on Cancer, Lyon, France
| | - E Weiderpass
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø - The Arctic University of Norway, Tromsø, Norway
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Public Health Division of Gipuzkoa, BioDonostia Research institute, San Sebastian, Spain
| | - V Rebours
- Department of Gastroenterology and Pancreatology, Beaujon Hospital, University Paris 7, Clichy, France
| | - M C Boutron-Ruault
- INSERM, Centre for Research in Epidemiology and Population Health, U1018, Health across Generations Team, Institut Gustave Roussy, Villejuif, France
- Université Paris Sud, UMRS, Villejuif, France
| | - F Carbonnel
- INSERM, Centre for Research in Epidemiology and Population Health, U1018, Health across Generations Team, Institut Gustave Roussy, Villejuif, France
- Université Paris Sud, UMRS, Villejuif, France
- Department of Gastroenterology, Bicêtre University Hospital, Assistance Publique des Hôpitaux de Paris, Le Kremlin Bicêtre, France
| | - R Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - V Katzke
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - T Kuhn
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - H Boeing
- Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke (DIfE), Nuthetal, Germany
| | - A Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, University of Athens Medical School, Athens, Greece
| | - D Palli
- Molecular and Nutritional Epidemiology Unit, Cancer Research and Prevention Institute - ISPO, Florence, Italy
| | - C Agnoli
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - S Panico
- Clinical Medicine and Surgery Department, Università degli Studi di Napoli Federico II, Naples, Italy
| | - R Tumino
- Cancer Registry and Histopathology Department, ASP, "Civic - M.P. Arezzo" Hospital, Ragusa, Italy
| | - C Sacerdote
- Unit of Cancer Epidemiology, Citta' della Salute e della Scienza Hospital, University of Turin and Centre for Cancer Prevention (CPO), Turin, Italy
| | - J R Quirós
- EPIC Asturias, Public Health Directorate, Asturias, Spain
| | - E J Duell
- Unit of Nutrition and Cancer, Catalan Institute of Oncology (ICO-IDIBELL), Barcelona, Spain
| | - M Porta
- Hospital del Mar Research Institute - IMIM, CIBER Epidemiología y Salud Pública (CIBERESP) and Universitat Autònoma de Barcelona, Barcelona, Spain
| | - M J Sánchez
- Escuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria ibs.GRANADA. Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
- CIBER in Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - M D Chirlaque
- CIBER in Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Department of Health and Social Sciences, Universidad de Murcia, Murcia, Spain
| | - A Barricarte
- CIBER in Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
- Navarra Public Health Institute, Pamplona, Spain
| | - P Amiano
- Public Health Division of Gipuzkoa, BioDonostia Research institute, San Sebastian, Spain
- CIBER in Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - W Ye
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- The Medical Biobank at Umeå University, Umeå, Sweden
| | - P H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom
| | - K T Khaw
- University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
| | - A Perez-Cornago
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - T J Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - H B Bueno-de-Mesquita
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom
- Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - E Riboli
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom
| | - P Vineis
- MRC-PHE Center for Environment and Health, School of Public Health, Imperial College, London, United Kingdom
| | - I Romieu
- International Agency for Research on Cancer, Lyon, France
| | - M J Gunter
- International Agency for Research on Cancer, Lyon, France
| | - V Chajès
- International Agency for Research on Cancer, Lyon, France
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15
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Lin C, Travis RC, Appleby PN, Tipper S, Weiderpass E, Chang‐Claude J, Gram IT, Kaaks R, Kiemeney LA, Ljungberg B, Tumino R, Tjønneland A, Roswall N, Overvad K, Boutron‐Ruault M, Manciniveri FR, Severi G, Trichopoulou A, Masala G, Sacerdote C, Agnoli C, Panico S, Bueno‐de‐Mesquita B, Peeters PH, Salamanca‐Fernández E, Chirlaque M, Ardanaz E, Dorronsoro M, Menéndez V, Luján‐Barroso L, Liedberg F, Freisling H, Gunter M, Aune D, Cross AJ, Riboli E, Key TJ, Perez‐Cornago A. Pre-diagnostic circulating insulin-like growth factor-I and bladder cancer risk in the European Prospective Investigation into Cancer and Nutrition. Int J Cancer 2018; 143:2351-2358. [PMID: 29971779 PMCID: PMC6220964 DOI: 10.1002/ijc.31650] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2018] [Revised: 04/06/2018] [Accepted: 05/02/2018] [Indexed: 01/12/2023]
Abstract
Previous in vitro and case-control studies have found an association between the insulin-like growth factor (IGF)-axis and bladder cancer risk. Circulating concentrations of IGF-I have also been found to be associated with an increased risk of several cancer types; however, the relationship between pre-diagnostic circulating IGF-I concentrations and bladder cancer has never been studied prospectively. We investigated the association of pre-diagnostic plasma concentrations of IGF-I with risk of overall bladder cancer and urothelial cell carcinoma (UCC) in a case-control study nested within the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort. A total of 843 men and women diagnosed with bladder cancer between 1992 and 2005 were matched with 843 controls by recruitment centre, sex, age at recruitment, date of blood collection, duration of follow-up, time of day and fasting status at blood collection using an incidence density sampling protocol. Odds ratios (ORs) and 95% confidence intervals (CIs) were calculated using conditional logistic regression with adjustment for smoking status. No association was found between pre-diagnostic circulating IGF-I concentration and overall bladder cancer risk (adjusted OR for highest versus lowest fourth: 0.91, 95% CI: 0.66-1.24, ptrend = 0.40) or UCC (n of cases = 776; 0.91, 0.65-1.26, ptrend = 0.40). There was no significant evidence of heterogeneity in the association of IGF-I with bladder cancer risk by tumour aggressiveness, sex, smoking status, or by time between blood collection and diagnosis (pheterogeneity > 0.05 for all). This first prospective study indicates no evidence of an association between plasma IGF-I concentrations and bladder cancer risk.
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Affiliation(s)
- Crystal Lin
- Cancer Epidemiology Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
| | - Ruth C. Travis
- Cancer Epidemiology Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
| | - Paul N. Appleby
- Cancer Epidemiology Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
| | - Sarah Tipper
- Cancer Epidemiology Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health SciencesUniversity of Tromsø, The Arctic University of NorwayTromsøNorway
- Department of Research, Cancer Registry of NorwayInstitute of Population‐Based Cancer ResearchOsloNorway
- Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden
- Genetic Epidemiology Group, Folkhälsan Research Center; Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
| | | | - Inger T. Gram
- Faculty of Health Sciences, Department of Community MedicineUniversity of Tromsø, The Arctic University of NorwayTromsøNorway
| | - Rudolf Kaaks
- German Cancer Research Center (DKFZ)HeidelbergGermany
| | - Lambertus A. Kiemeney
- Radboud University Medical Center, Department for Health Evidence and Department of UrologyNijmegenThe Netherlands
| | - Börje Ljungberg
- Department of Surgical and Perioperative sciences, Urology and AndrologyUmeå UniversityUmeåSweden
| | - Rosario Tumino
- Cancer Registry and Histopathology Department"Civic ‐ M. P. Arezzo" HospitalRagusaItaly
| | | | - Nina Roswall
- Danish Cancer Society Research CenterCopenhagen ØDenmark
| | - Kim Overvad
- Aarhus UniversityDepartment of Public Health Section for EpidemiologyAarhusDenmark
| | | | | | - Gianluca Severi
- CESP, Faculté de MédecineUVSQ, INSERM, Université Paris‐SaclayVillejuifFrance
- Gustave RoussyVillejuifFrance
| | | | - Giovanna Masala
- Cancer Risk Factors and Life‐Style Epidemiology UnitCancer Research and Prevention Institute, ISPOFlorenceItaly
| | - Carlotta Sacerdote
- Unit of Cancer EpidemiologyCittà della Salute e della Scienza University‐Hospital and Center for Cancer Prevention (CPO)TurinItaly
| | - Claudia Agnoli
- Epidemiology and Prevention UnitFondazione IRCCS Istituto Nazionale dei TumoriMilanItaly
| | - Salvatore Panico
- Dipartimento di Medicine Clinica e ChirurgiaFederico II UniversityNaplesItaly
| | - Bas Bueno‐de‐Mesquita
- Department for Determinants of Chronic Diseases (DCD)National Institute for Public Health and the Environment (RIVM)BilthovenThe Netherlands
- Department of Gastroenterology and HepatologyUniversity Medical CentreUtrechtThe Netherlands
- Department of Epidemiology and BiostatisticsThe School of Public Health, Imperial College LondonLondonUnited Kingdom
- Department of Social & Preventive Medicine, Faculty of MedicineUniversity of MalayaKuala LumpurMalaysia
| | - Petra H. Peeters
- Julius Center for Health Sciences and Primary CareUniversity Medical Center UtrechtUtrechtThe Netherlands
| | - Elena Salamanca‐Fernández
- Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria ibs, GRANADA. Hospitales Universitarios de Granada/Universidad de GranadaGranadaSpain
- CIBER Epidemiology and Public Health CIBERESPMadridSpain
| | - Maria‐Dolores Chirlaque
- CIBER Epidemiology and Public Health CIBERESPMadridSpain
- Department of Epidemiology, Regional Health CouncilIMIB‐ArrixacaMurciaSpain
- Department of Health and Social SciencesUniversidad de MurciaMurciaSpain
| | - Eva Ardanaz
- CIBER Epidemiology and Public Health CIBERESPMadridSpain
- Navarra Public Health InstitutePamplonaSpain
- IdiSNA, Navarra Institute for Health ResearchPamplonaSpain
| | - Miren Dorronsoro
- Public Health Direction and Biodonostia Research Institute‐CieberspBasque Regional Health DepartmentVitoria‐GasteizSpain
| | | | - Leila Luján‐Barroso
- Unit of Nutrition and Cancer, Cancer Epidemiology Research ProgramCatalan Institute of Oncology‐IDIBELL, L'Hospitalet de LlobregatBarcelonaSpain
- Department of Nursing of Public Health, Mental Health and Maternity and Child HealthSchool of Nursing. Universitat de Barcelona, L'Hospitalet de LlobregatBarcelonaSpain
| | - Fredrik Liedberg
- Department of Translational Medicine, Lund University and Department of UrologySkåne University HospitalMalmöSweden
| | - Heinz Freisling
- Section of Nutrition and MetabolismInternational Agency for Research on Cancer (IARC‐WHO)LyonFrance
| | - Marc Gunter
- Section of Nutrition and MetabolismInternational Agency for Research on Cancer (IARC‐WHO)LyonFrance
| | - Dagfinn Aune
- Department of Epidemiology and BiostatisticsThe School of Public Health, Imperial College LondonLondonUnited Kingdom
- Bjørknes University CollegeOsloNorway
| | - Amanda J. Cross
- Department of Epidemiology and BiostatisticsThe School of Public Health, Imperial College LondonLondonUnited Kingdom
| | - Elio Riboli
- Department of Epidemiology and BiostatisticsThe School of Public Health, Imperial College LondonLondonUnited Kingdom
| | - Timothy J. Key
- Cancer Epidemiology Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
| | - Aurora Perez‐Cornago
- Cancer Epidemiology Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
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16
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Schulpen M, Peeters PH, van den Brandt PA. Mediterranean diet adherence and risk of pancreatic cancer: A pooled analysis of two Dutch cohorts. Int J Cancer 2018; 144:1550-1560. [PMID: 30230536 PMCID: PMC6587487 DOI: 10.1002/ijc.31872] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Revised: 09/07/2018] [Accepted: 09/10/2018] [Indexed: 01/11/2023]
Abstract
3w?>Studies investigating the association of Mediterranean diet (MD) adherence with pancreatic cancer risk are limited and had inconsistent results. We examined the association between MD adherence and pancreatic cancer incidence by pooling data from the Netherlands Cohort Study (NLCS, 120,852 subjects) and the Dutch cohort of the European Prospective Investigation into Cancer and Nutrition (EPIC-NL, 40,011 subjects). MD adherence was assessed using alternate and modified Mediterranean diet scores (aMED and mMED, respectively), including and excluding alcohol. After median follow-ups of 20.3 (NLCS) and 19.2 (EPIC-NL) years, 449 microscopically confirmed pancreatic cancer (MCPC) cases were included in study-specific multivariable Cox models. Study-specific estimates were pooled using a random-effects model. MD adherence was not significantly associated with MCPC risk in pooled and study-specific analyses, regardless of sex and MD score. Pooled hazard ratios (95% confidence interval) for high (6-8) compared to low (0-3) values of mMED excluding alcohol were 0.66 (0.40-1.10) in men and 0.94 (0.63-1.40) in women. In never smokers, mMED excluding alcohol seemed to be inversely associated with MCPC risk (nonsignificant). However, no association was observed in ever smokers (pheterogeneity = 0.03). Hazard ratios were consistent across strata of other potential effect modifiers. Considering MD scores excluding alcohol, mMED-containing models generally fitted better than aMED-containing models, particularly in men. Although associations somewhat differed when all pancreatic cancers were considered instead of MCPC, the overall conclusion was similar. In conclusion, MD adherence was not associated with pancreatic cancer risk in a pooled analysis of two Dutch cohorts.
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Affiliation(s)
- Maya Schulpen
- Maastricht University Medical Centre, GROW - School for Oncology and Developmental Biology, Department of Epidemiology, Maastricht, The Netherlands
| | - Petra H Peeters
- University Medical Center Utrecht, Julius Center for Health Sciences and Primary Care, Utrecht, The Netherlands
| | - Piet A van den Brandt
- Maastricht University Medical Centre, GROW - School for Oncology and Developmental Biology, Department of Epidemiology, Maastricht, The Netherlands.,Maastricht University Medical Centre, CAPHRI - School for Public Health and Primary Care, Department of Epidemiology, Maastricht, The Netherlands
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17
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Zamora-Ros R, Cayssials V, Jenab M, Rothwell JA, Fedirko V, Aleksandrova K, Tjønneland A, Kyrø C, Overvad K, Boutron-Ruault MC, Carbonnel F, Mahamat-Saleh Y, Kaaks R, Kühn T, Boeing H, Trichopoulou A, Valanou E, Vasilopoulou E, Masala G, Pala V, Panico S, Tumino R, Ricceri F, Weiderpass E, Lukic M, Sandanger TM, Lasheras C, Agudo A, Sánchez MJ, Amiano P, Navarro C, Ardanaz E, Sonestedt E, Ohlsson B, Nilsson LM, Rutegård M, Bueno-de-Mesquita B, Peeters PH, Khaw KT, Wareham NJ, Bradbury K, Freisling H, Romieu I, Cross AJ, Vineis P, Scalbert A. Dietary intake of total polyphenol and polyphenol classes and the risk of colorectal cancer in the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort. Eur J Epidemiol 2018; 33:1063-1075. [PMID: 29761424 PMCID: PMC6760973 DOI: 10.1007/s10654-018-0408-6] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2017] [Accepted: 05/04/2018] [Indexed: 02/06/2023]
Abstract
Polyphenols may play a chemopreventive role in colorectal cancer (CRC); however, epidemiological evidence supporting a role for intake of individual polyphenol classes, other than flavonoids is insufficient. We evaluated the association between dietary intakes of total and individual classes and subclasses of polyphenols and CRC risk and its main subsites, colon and rectum, within the European Prospective Investigation into Cancer and Nutrition (EPIC) study. The cohort included 476,160 men and women from 10 European countries. During a mean follow-up of 14 years, there were 5991 incident CRC cases, of which 3897 were in the colon and 2094 were in the rectum. Polyphenol intake was estimated using validated centre/country specific dietary questionnaires and the Phenol-Explorer database. In multivariable-adjusted Cox regression models, a doubling in total dietary polyphenol intake was not associated with CRC risk in women (HRlog2 = 1.06, 95% CI 0.99-1.14) or in men (HRlog2 = 0.97, 95% CI 0.90-1.05), respectively. Phenolic acid intake, highly correlated with coffee consumption, was inversely associated with colon cancer in men (HRlog2 = 0.91, 95% CI 0.85-0.97) and positively associated with rectal cancer in women (HRlog2 = 1.10, 95% CI 1.02-1.19); although associations did not exceed the Bonferroni threshold for significance. Intake of other polyphenol classes was not related to colorectal, colon or rectal cancer risks. Our study suggests a possible inverse association between phenolic acid intake and colon cancer risk in men and positive with rectal cancer risk in women.
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Affiliation(s)
- Raul Zamora-Ros
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Av Gran Via 199-203, 08908, L'Hospitalet De Llobregat, Barcelona, Spain.
| | - Valerie Cayssials
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Av Gran Via 199-203, 08908, L'Hospitalet De Llobregat, Barcelona, Spain
| | - Mazda Jenab
- Nutrition and Metabolism Section, International Agency for Research on Cancer (IARC), Lyon, France
| | - Joseph A Rothwell
- Nutrition and Metabolism Section, International Agency for Research on Cancer (IARC), Lyon, France
| | - Veronika Fedirko
- Rollins School of Public Health, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Krasimira Aleksandrova
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
| | | | - Cecilie Kyrø
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Kim Overvad
- Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark
| | - Marie-Christine Boutron-Ruault
- CESP (Centre de Recherche en Epidémiologie et Santé des Populations), Université Paris-Sud, UVSQ, INSERM, Université Paris-Saclay, Villejuif, France
- Institut Gustave Roussy, Villejuif, France
| | - Franck Carbonnel
- CESP (Centre de Recherche en Epidémiologie et Santé des Populations), Université Paris-Sud, UVSQ, INSERM, Université Paris-Saclay, Villejuif, France
- Institut Gustave Roussy, Villejuif, France
- Department of Gastroenterology, Bicêtre University Hospital, Assistance Publique des Hôpitaux de Paris, Le Kremlin Bicêtre, France
| | - Yahya Mahamat-Saleh
- CESP (Centre de Recherche en Epidémiologie et Santé des Populations), Université Paris-Sud, UVSQ, INSERM, Université Paris-Saclay, Villejuif, France
- Institut Gustave Roussy, Villejuif, France
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | | | - Effie Vasilopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Giovanna Masala
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute - ISPO, Florence, Italy
| | - Valeria Pala
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Salvatore Panico
- Department of Clinical and Experimental Medicine, Federico II University, Naples, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, "Civic M.P. Arezzo" Hospital, ASP Ragusa, Italy
| | - Fulvio Ricceri
- Department of Clinical and Biological Sciences, University of Turin, Turin, Italy
- Unit of Epidemiology, Regional Health Service ASL TO3, Grugliasco (TO), Italy
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, UiT, The Artic University of Tromsø, Tromsø, Norway
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhälsan Research Center and Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Marko Lukic
- Department of Community Medicine, Faculty of Health Sciences, UiT, The Artic University of Tromsø, Tromsø, Norway
| | - Torkjel M Sandanger
- Department of Community Medicine, Faculty of Health Sciences, UiT, The Artic University of Tromsø, Tromsø, Norway
| | - Cristina Lasheras
- Department of Functional Biology, Faculty of Medicine, University of Oviedo, Oviedo, Spain
| | - Antonio Agudo
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), Av Gran Via 199-203, 08908, L'Hospitalet De Llobregat, Barcelona, Spain
| | - Maria-Jose Sánchez
- Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria ibs.Granada. Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Pilar Amiano
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Public Health Division of Gipuzkoa, Regional Government of the Basque Country, Donostia, Spain
| | - Carmen Navarro
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Department of Health and Social Sciences, Universidad de Murcia, Murcia, Spain
| | - Eva Ardanaz
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Navarra Public Health Institute, Pamplona, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
| | - Emily Sonestedt
- Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
| | - Bodil Ohlsson
- Department of Internal Medicine, Skåne University Hospital, Lund University, Malmö, Sweden
| | - Lena Maria Nilsson
- Public Health and Clinical Medicine, Nutritional Research, Umeå University, Umeå, Sweden
| | - Martin Rutegård
- Surgical and Perioperative Sciences, Umeå University, Umeå, Sweden
| | - Bas Bueno-de-Mesquita
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Gastroenterology and Hepatology, University Medical Center, Utrecht, The Netherlands
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, UK
- Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Petra H Peeters
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, UK
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Kay-Thee Khaw
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Nicholas J Wareham
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | | | - Heinz Freisling
- Nutrition and Metabolism Section, International Agency for Research on Cancer (IARC), Lyon, France
| | - Isabelle Romieu
- Nutrition and Metabolism Section, International Agency for Research on Cancer (IARC), Lyon, France
| | - Amanda J Cross
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, UK
| | - Paolo Vineis
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, UK
| | - Augustin Scalbert
- Nutrition and Metabolism Section, International Agency for Research on Cancer (IARC), Lyon, France
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18
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Schoemaker MJ, Nichols HB, Wright LB, Brook MN, Jones ME, O'Brien KM, Adami HO, Baglietto L, Bernstein L, Bertrand KA, Boutron-Ruault MC, Braaten T, Chen Y, Connor AE, Dorronsoro M, Dossus L, Eliassen AH, Giles GG, Hankinson SE, Kaaks R, Key TJ, Kirsh VA, Kitahara CM, Koh WP, Larsson SC, Linet MS, Ma H, Masala G, Merritt MA, Milne RL, Overvad K, Ozasa K, Palmer JR, Peeters PH, Riboli E, Rohan TE, Sadakane A, Sund M, Tamimi RM, Trichopoulou A, Ursin G, Vatten L, Visvanathan K, Weiderpass E, Willett WC, Wolk A, Yuan JM, Zeleniuch-Jacquotte A, Sandler DP, Swerdlow AJ. Association of Body Mass Index and Age With Subsequent Breast Cancer Risk in Premenopausal Women. JAMA Oncol 2018; 4:e181771. [PMID: 29931120 PMCID: PMC6248078 DOI: 10.1001/jamaoncol.2018.1771] [Citation(s) in RCA: 178] [Impact Index Per Article: 29.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Accepted: 03/30/2018] [Indexed: 12/18/2022]
Abstract
Importance The association between increasing body mass index (BMI; calculated as weight in kilograms divided by height in meters squared) and risk of breast cancer is unique in cancer epidemiology in that a crossover effect exists, with risk reduction before and risk increase after menopause. The inverse association with premenopausal breast cancer risk is poorly characterized but might be important in the understanding of breast cancer causation. Objective To investigate the association of BMI with premenopausal breast cancer risk, in particular by age at BMI, attained age, risk factors for breast cancer, and tumor characteristics. Design, Setting, and Participants This multicenter analysis used pooled individual-level data from 758 592 premenopausal women from 19 prospective cohorts to estimate hazard ratios (HRs) of premenopausal breast cancer in association with BMI from ages 18 through 54 years using Cox proportional hazards regression analysis. Median follow-up was 9.3 years (interquartile range, 4.9-13.5 years) per participant, with 13 082 incident cases of breast cancer. Participants were recruited from January 1, 1963, through December 31, 2013, and data were analyzed from September 1, 2013, through December 31, 2017. Exposures Body mass index at ages 18 to 24, 25 to 34, 35 to 44, and 45 to 54 years. Main Outcomes and Measures Invasive or in situ premenopausal breast cancer. Results Among the 758 592 premenopausal women (median age, 40.6 years; interquartile range, 35.2-45.5 years) included in the analysis, inverse linear associations of BMI with breast cancer risk were found that were stronger for BMI at ages 18 to 24 years (HR per 5 kg/m2 [5.0-U] difference, 0.77; 95% CI, 0.73-0.80) than for BMI at ages 45 to 54 years (HR per 5.0-U difference, 0.88; 95% CI, 0.86-0.91). The inverse associations were observed even among nonoverweight women. There was a 4.2-fold risk gradient between the highest and lowest BMI categories (BMI≥35.0 vs <17.0) at ages 18 to 24 years (HR, 0.24; 95% CI, 0.14-0.40). Hazard ratios did not appreciably vary by attained age or between strata of other breast cancer risk factors. Associations were stronger for estrogen receptor-positive and/or progesterone receptor-positive than for hormone receptor-negative breast cancer for BMI at every age group (eg, for BMI at age 18 to 24 years: HR per 5.0-U difference for estrogen receptor-positive and progesterone receptor-positive tumors, 0.76 [95% CI, 0.70-0.81] vs hormone receptor-negative tumors, 0.85 [95% CI: 0.76-0.95]); BMI at ages 25 to 54 years was not consistently associated with triple-negative or hormone receptor-negative breast cancer overall. Conclusions and Relevance The results of this study suggest that increased adiposity is associated with a reduced risk of premenopausal breast cancer at a greater magnitude than previously shown and across the entire distribution of BMI. The strongest associations of risk were observed for BMI in early adulthood. Understanding the biological mechanisms underlying these associations could have important preventive potential.
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Affiliation(s)
- Minouk J Schoemaker
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, United Kingdom
| | - Hazel B Nichols
- Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill
| | - Lauren B Wright
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, United Kingdom
| | - Mark N Brook
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, United Kingdom
| | - Michael E Jones
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, United Kingdom
| | - Katie M O'Brien
- Biostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina
| | - Hans-Olov Adami
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Laura Baglietto
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Leslie Bernstein
- Department of Population Sciences, Beckman Research Institute of City of Hope, Duarte, California
| | | | - Marie-Christine Boutron-Ruault
- Institut National de la Santé et de la Recherche Medicale U1018, Institut Gustave Roussy, Centre d'Etude des Supports de Publicité, Université Paris-Saclay, Université Paris-Sud, and Université Versailles Saint-Quentin, Paris, France
| | - Tonje Braaten
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø
| | - Yu Chen
- Department of Population Health and Perlmutter Cancer Center, New York University School of Medicine, New York City, New York
| | - Avonne E Connor
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Miren Dorronsoro
- Public Health Direction and Biodonostia Research Institute and Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública, Basque Regional Health Department, San Sebastian, Spain
| | - Laure Dossus
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon, France
| | - A Heather Eliassen
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Graham G Giles
- Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, Victoria, Australia
- Centre for Epidemiology and Biostatistics, School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Susan E Hankinson
- Department of Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts, Amherst
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Timothy J Key
- Nuffield Department of Population Health, University of Oxford, Oxford, England
| | - Victoria A Kirsh
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Cari M Kitahara
- Radiation Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland
| | - Woon-Puay Koh
- Health Services and Systems Research, Duke-NUS (National University of Singapore) Medical School, Singapore
| | - Susanna C Larsson
- Nutrional Epidemiology Unit, Karolinska Institutet, Institute of Environmental Medicine, Stockholm, Sweden
| | - Martha S Linet
- Radiation Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland
| | - Huiyan Ma
- Department of Population Sciences, Beckman Research Institute of City of Hope, Duarte, California
| | - Giovanna Masala
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute, Florence, Italy
| | | | - Roger L Milne
- Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, Victoria, Australia
- Centre for Epidemiology and Biostatistics, School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Kim Overvad
- Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark
| | - Kotaro Ozasa
- Radiation Effects Research Foundation, Hiroshima, Japan
| | - Julie R Palmer
- Slone Epidemiology Center at Boston University, Boston, Massachusetts
| | - Petra H Peeters
- University Medical Center, Utrecht University, Utrecht, the Netherlands
| | - Elio Riboli
- School of Public Health, Imperial College, London, England
| | - Thomas E Rohan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | | | - Malin Sund
- Department of Surgical and Perioperative Sciences, Umeå University, Umeå, Sweden
| | - Rulla M Tamimi
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | | | - Giske Ursin
- Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo
- Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
- Department of Preventive Medicine, University of Southern California, Los Angeles
| | - Lars Vatten
- Department of Public Health, Norwegian University of Science and Technology, Trondheim
| | - Kala Visvanathan
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Elisabete Weiderpass
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø
- Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo
- Genetic Epidemiology Group, Folkhälsan Research Center, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Walter C Willett
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
- Department of Nutrition, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Alicja Wolk
- Nutrional Epidemiology Unit, Karolinska Institutet, Institute of Environmental Medicine, Stockholm, Sweden
| | - Jian-Min Yuan
- University of Pittsburgh Graduate School of Public Health and UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania
| | - Anne Zeleniuch-Jacquotte
- Department of Population Health and Perlmutter Cancer Center, New York University School of Medicine, New York City, New York
| | - Dale P Sandler
- Epidemiology Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina
| | - Anthony J Swerdlow
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, United Kingdom
- Division of Breast Cancer Research, The Institute of Cancer Research, London, England
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19
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Murphy N, Achaintre D, Zamora‐Ros R, Jenab M, Boutron‐Ruault M, Carbonnel F, Savoye I, Kaaks R, Kühn T, Boeing H, Aleksandrova K, Tjønneland A, Kyrø C, Overvad K, Quirós JR, Sánchez M, Altzibar JM, María Huerta J, Barricarte A, Khaw K, Bradbury KE, Perez‐Cornago A, Trichopoulou A, Karakatsani A, Peppa E, Palli D, Grioni S, Tumino R, Sacerdote C, Panico S, Bueno‐de‐Mesquita HB, Peeters PH, Rutegård M, Johansson I, Freisling H, Noh H, Cross AJ, Vineis P, Tsilidis K, Gunter MJ, Scalbert A. A prospective evaluation of plasma polyphenol levels and colon cancer risk. Int J Cancer 2018; 143:1620-1631. [PMID: 29696648 PMCID: PMC6175205 DOI: 10.1002/ijc.31563] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2017] [Revised: 03/15/2018] [Accepted: 03/26/2018] [Indexed: 12/16/2022]
Abstract
Polyphenols have been shown to exert biological activity in experimental models of colon cancer; however, human data linking specific polyphenols to colon cancer is limited. We assessed the relationship between pre-diagnostic plasma polyphenols and colon cancer risk in a case-control study nested within the European Prospective Investigation into Cancer and Nutrition study. Using high pressure liquid chromatography coupled to tandem mass spectrometry, we measured concentrations of 35 polyphenols in plasma from 809 incident colon cancer cases and 809 matched controls. We used multivariable adjusted conditional logistic regression models that included established colon cancer risk factors. The false discovery rate (qvalues ) was computed to control for multiple comparisons. All statistical tests were two-sided. After false discovery rate correction and in continuous log2 -transformed multivariable models, equol (odds ratio [OR] per log2 -value, 0.86, 95% confidence interval [95% CI] = 0.79-0.93; qvalue = 0.01) and homovanillic acid (OR per log2 -value, 1.46, 95% CI = 1.16-1.84; qvalue = 0.02) were associated with colon cancer risk. Comparing extreme fifths, equol concentrations were inversely associated with colon cancer risk (OR = 0.61, 95% CI = 0.41-0.91, ptrend = 0.003), while homovanillic acid concentrations were positively associated with colon cancer development (OR = 1.72, 95% CI = 1.17-2.53, ptrend < 0.0001). No heterogeneity for these associations was observed by sex and across other colon cancer risk factors. The remaining polyphenols were not associated with colon cancer risk. Higher equol concentrations were associated with lower risk, and higher homovanillic acid concentrations were associated with greater risk of colon cancer. These findings support a potential role for specific polyphenols in colon tumorigenesis.
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Affiliation(s)
- Neil Murphy
- Section of Nutrition and MetabolismInternational Agency for Research on CancerLyonFrance
| | - David Achaintre
- Section of Nutrition and MetabolismInternational Agency for Research on CancerLyonFrance
| | - Raul Zamora‐Ros
- Unit of Nutrition and CancerCancer Epidemiology Research Programme, Catalan Institute of Oncology, Bellvitge Biomedical Research Institute (IDIBELL)BarcelonaSpain
| | - Mazda Jenab
- Section of Nutrition and MetabolismInternational Agency for Research on CancerLyonFrance
| | | | - Franck Carbonnel
- CESP, INSERM U1018, Univ. Paris‐Sud, UVSQ, Université Paris‐SaclayVillejuif CedexFrance
- Université Paris Sud and Gastroenterology Unit, Hôpitaux Universitaires Paris Sud, CHU de Bicêtre, AP‐HPLe Kremlin BicêtreFrance
| | - Isabelle Savoye
- CESP, INSERM U1018, Univ. Paris‐Sud, UVSQ, Université Paris‐SaclayVillejuif CedexFrance
- Gustave Roussy, Espace Maurice TubianaVillejuif CedexFrance
| | - Rudolf Kaaks
- Division of Cancer EpidemiologyGerman Cancer Research Center (DKFZ)HeidelbergGermany
| | - Tilman Kühn
- Division of Cancer EpidemiologyGerman Cancer Research Center (DKFZ)HeidelbergGermany
| | - Heiner Boeing
- Department of EpidemiologyGerman Institute of Human NutritionPotsdam‐RehbrückeGermany
| | - Krasimira Aleksandrova
- Department of EpidemiologyNutrition, Immunity and Metabolism Start‐up LabPotsdam‐RehbrückeGermany
| | | | - Cecilie Kyrø
- Danish Cancer Society Research CenterCopenhagenDenmark
| | - Kim Overvad
- Department of Public HealthAarhus UniversityAarhusDenmark
| | | | - Maria‐Jose Sánchez
- Escuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria ibs.GRANADA. Hospitales Universitarios de Granada/Universidad de GranadaGranadaSpain
- CIBER de Epidemiología y Salud Pública (CIBERESP)MadridSpain
| | - Jone M. Altzibar
- CIBER de Epidemiología y Salud Pública (CIBERESP)MadridSpain
- Osakidetza/Basque Health ServiceBreast Cancer Screening ProgramBilbaoSpain
| | - José María Huerta
- CIBER de Epidemiología y Salud Pública (CIBERESP)MadridSpain
- Department of EpidemiologyMurcia Regional Health Council, IMIB‐ArrixacaMurciaSpain
| | - Aurelio Barricarte
- CIBER de Epidemiología y Salud Pública (CIBERESP)MadridSpain
- Navarra Public Health InstitutePamplonaSpain
- Navarra Institute for Health Research (IdiSNA)PamplonaSpain
| | - Kay‐Tee Khaw
- Department of Public Health and Primary Care, University of CambridgeCambridgeUnited Kingdom
| | - Kathryn E. Bradbury
- Cancer Epidemiology Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
| | - Aurora Perez‐Cornago
- Cancer Epidemiology Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
| | | | - Anna Karakatsani
- Hellenic Health FoundationAthensGreece
- Pulmonary Medicine Department, School of MedicineNational and Kapodistrian University of Athens, “ATTIKON” University HospitalHaidariGreece
| | | | - Domenico Palli
- Cancer Risk Factors and Life‐Style Epidemiology UnitCancer Research and Prevention Institute—ISPOFlorenceItaly
| | - Sara Grioni
- Epidemiology and Prevention UnitFondazione IRCCS Istituto Nazionale dei TumoriMilanItaly
| | - Rosario Tumino
- Cancer Registry and Histopathology DepartmentCivic ‐ M.P. Arezzo” Hospital, ASP RagusaRagusaItaly
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University‐Hospital and Center for Cancer Prevention (CPO)TurinItaly
| | - Salvatore Panico
- Dipartimento di Medicina Clinica e SperimentaleFederico II UniversityNaplesItaly
| | - H. B(as) Bueno‐de‐Mesquita
- Department for Determinants of Chronic Diseases (DCD)National Institute for Public Health and the Environment (RIVM), PO Box 1BilthovenBA3720The Netherlands
- Department of Gastroenterology and HepatologyUniversity Medical CentreUtrechtThe Netherlands
- Department of Epidemiology and Biostatistics, School of Public HealthImperial College LondonLondonUnited Kingdom
- Department of Social & Preventive Medicine, Faculty of MedicineUniversity of MalayaKuala LumpurMalaysia
| | - Petra H. Peeters
- Department of EpidemiologyJulius Center for Health Sciences and Primary Care, University Medical Center UtrechtUtrechtThe Netherlands
- MRC‐PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public HealthImperial College LondonLondonUnited Kingdom
| | - Martin Rutegård
- Department of Surgical and Perioperative SciencesUmeå UniversityUmeåSweden
| | | | - Heinz Freisling
- Section of Nutrition and MetabolismInternational Agency for Research on CancerLyonFrance
| | - Hwayoung Noh
- Section of Nutrition and MetabolismInternational Agency for Research on CancerLyonFrance
| | - Amanda J. Cross
- Department of Epidemiology and Biostatistics, School of Public HealthImperial College LondonLondonUnited Kingdom
| | - Paolo Vineis
- MRC‐PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public HealthImperial College LondonLondonUnited Kingdom
| | - Kostas Tsilidis
- Department of Epidemiology and Biostatistics, School of Public HealthImperial College LondonLondonUnited Kingdom
- Department of Hygiene and Epidemiology, School of MedicineUniversity of IoanninaIoanninaGreece
| | - Marc J. Gunter
- Section of Nutrition and MetabolismInternational Agency for Research on CancerLyonFrance
| | - Augustin Scalbert
- Section of Nutrition and MetabolismInternational Agency for Research on CancerLyonFrance
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20
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Guida F, Sun N, Bantis LE, Muller DC, Li P, Taguchi A, Dhillon D, Kundnani DL, Patel NJ, Yan Q, Byrnes G, Moons KGM, Tjønneland A, Panico S, Agnoli C, Vineis P, Palli D, Bueno-de-Mesquita B, Peeters PH, Agudo A, Huerta JM, Dorronsoro M, Barranco MR, Ardanaz E, Travis RC, Byrne KS, Boeing H, Steffen A, Kaaks R, Hüsing A, Trichopoulou A, Lagiou P, La Vecchia C, Severi G, Boutron-Ruault MC, Sandanger TM, Weiderpass E, Nøst TH, Tsilidis K, Riboli E, Grankvist K, Johansson M, Goodman GE, Feng Z, Brennan P, Johansson M, Hanash SM. Assessment of Lung Cancer Risk on the Basis of a Biomarker Panel of Circulating Proteins. JAMA Oncol 2018; 4:e182078. [PMID: 30003238 PMCID: PMC6233784 DOI: 10.1001/jamaoncol.2018.2078] [Citation(s) in RCA: 88] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Accepted: 04/10/2018] [Indexed: 11/14/2022]
Abstract
Importance There is an urgent need to improve lung cancer risk assessment because current screening criteria miss a large proportion of cases. Objective To investigate whether a lung cancer risk prediction model based on a panel of selected circulating protein biomarkers can outperform a traditional risk prediction model and current US screening criteria. Design, Setting, and Participants Prediagnostic samples from 108 ever-smoking patients with lung cancer diagnosed within 1 year after blood collection and samples from 216 smoking-matched controls from the Carotene and Retinol Efficacy Trial (CARET) cohort were used to develop a biomarker risk score based on 4 proteins (cancer antigen 125 [CA125], carcinoembryonic antigen [CEA], cytokeratin-19 fragment [CYFRA 21-1], and the precursor form of surfactant protein B [Pro-SFTPB]). The biomarker score was subsequently validated blindly using absolute risk estimates among 63 ever-smoking patients with lung cancer diagnosed within 1 year after blood collection and 90 matched controls from 2 large European population-based cohorts, the European Prospective Investigation into Cancer and Nutrition (EPIC) and the Northern Sweden Health and Disease Study (NSHDS). Main Outcomes and Measures Model validity in discriminating between future lung cancer cases and controls. Discrimination estimates were weighted to reflect the background populations of EPIC and NSHDS validation studies (area under the receiver-operating characteristics curve [AUC], sensitivity, and specificity). Results In the validation study of 63 ever-smoking patients with lung cancer and 90 matched controls (mean [SD] age, 57.7 [8.7] years; 68.6% men) from EPIC and NSHDS, an integrated risk prediction model that combined smoking exposure with the biomarker score yielded an AUC of 0.83 (95% CI, 0.76-0.90) compared with 0.73 (95% CI, 0.64-0.82) for a model based on smoking exposure alone (P = .003 for difference in AUC). At an overall specificity of 0.83, based on the US Preventive Services Task Force screening criteria, the sensitivity of the integrated risk prediction (biomarker) model was 0.63 compared with 0.43 for the smoking model. Conversely, at an overall sensitivity of 0.42, based on the US Preventive Services Task Force screening criteria, the integrated risk prediction model yielded a specificity of 0.95 compared with 0.86 for the smoking model. Conclusions and Relevance This study provided a proof of principle in showing that a panel of circulating protein biomarkers may improve lung cancer risk assessment and may be used to define eligibility for computed tomography screening.
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Affiliation(s)
- Florence Guida
- Genetic Epidemiology Group, International Agency for Research on Cancer, Lyon, France
| | - Nan Sun
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston
| | - Leonidas E Bantis
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston
| | - David C Muller
- Department of Epidemiology and Biostatistics, Imperial College London School of Public Health, London, United Kingdom
| | - Peng Li
- Genetic Epidemiology Group, International Agency for Research on Cancer, Lyon, France
- Laboratory of Population Health, Max Planck Institute for Demographic Research, Rostock, Germany
| | - Ayumu Taguchi
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston
| | - Dilsher Dhillon
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston
| | - Deepali L Kundnani
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston
| | - Nikul J Patel
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston
| | - Qingxiang Yan
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston
| | - Graham Byrnes
- Environment and Radiation Section, International Agency for Research on Cancer, Lyon, France
| | - Karel G M Moons
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht, Netherlands
| | - Anne Tjønneland
- Unit of Diet, Genes, and Environment, Danish Cancer Society Research Center, Copenhagen
| | - Salvatore Panico
- Department of Clinical Medicine and Surgery, Federico II University, Naples, Italy
| | - Claudia Agnoli
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Paolo Vineis
- Department of Epidemiology and Biostatistics, Imperial College London School of Public Health, London, United Kingdom
- Molecular and Genetic Epidemiology Unit, Human Genetics Foundation, Torino, Italy
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute-Istituto per lo Studio e la Prevenzione Oncologica, Florence, Italy
| | - Bas Bueno-de-Mesquita
- Department of Epidemiology and Biostatistics, Imperial College London School of Public Health, London, United Kingdom
- Department for Determinants of Chronic Diseases, National Institute for Public Health and the Environment, Bilthoven, Netherlands
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht, Netherlands
| | - Antonio Agudo
- Unit of Nutirition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology, Bellvitge Institute for Biomedical Research (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | - Jose M Huerta
- Department of Epidemiology, Murcia Regional Health Council, Biomedical Research Institute of Murcia (IMIB-Arrixaca), Murcia, Spain
- Centro de Investigación Biomédica en Red Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Miren Dorronsoro
- Public Health Direction and Biodonostia Research Institute-CIBERESP, San Sebastian, Spain
| | - Miguel Rodriguez Barranco
- Centro de Investigación Biomédica en Red Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria, Granada, Spain
- Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
| | - Eva Ardanaz
- Centro de Investigación Biomédica en Red Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Epidemiology, Prevention, and Promotion Health Service, Navarra Public Health Institute, Pamplona, Spain
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Navarra Institute for Health Research, Pamplona, Spain
| | - Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Karl Smith Byrne
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition, Potsdam-Rehbruecke
| | - Annika Steffen
- Department of Epidemiology, German Institute of Human Nutrition, Potsdam-Rehbruecke
| | - Rudolf Kaaks
- Divison of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg
| | - Anika Hüsing
- Divison of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- World Health Organization Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Pagona Lagiou
- Hellenic Health Foundation, Athens, Greece
- World Health Organization Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts
| | - Carlo La Vecchia
- Hellenic Health Foundation, Athens, Greece
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milano, Italy
| | - Gianluca Severi
- Molecular and Genetic Epidemiology Unit, Human Genetics Foundation, Torino, Italy
- Université Paris-Saclay, Université Paris-Sud, Université de Versailles Saint-Quentin-en-Yvelines, Centre de Recherche en Epidémiologie et Santé des Populations, National Institute for Health and Medical Research (INSERM), Villejuif, France
| | - Marie-Christine Boutron-Ruault
- Université Paris-Saclay, Université Paris-Sud, Université de Versailles Saint-Quentin-en-Yvelines, Centre de Recherche en Epidémiologie et Santé des Populations, National Institute for Health and Medical Research (INSERM), Villejuif, France
| | - Torkjel M Sandanger
- Department of Community Medicine, Universtiy of Tromsø, Arctic University of Norway, Tromsø
| | - Elisabete Weiderpass
- Department of Community Medicine, Universtiy of Tromsø, Arctic University of Norway, Tromsø
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
| | - Therese H Nøst
- Department of Community Medicine, Universtiy of Tromsø, Arctic University of Norway, Tromsø
| | - Kostas Tsilidis
- Department of Epidemiology and Biostatistics, Imperial College London School of Public Health, London, United Kingdom
- Department of Hygiene and Epidemiology, School of Medicine, University of Ioannina, Ioannina, Greece
| | - Elio Riboli
- Department of Epidemiology and Biostatistics, Imperial College London School of Public Health, London, United Kingdom
| | - Kjell Grankvist
- Department of Medical Biosciences, Clinical Chemistry, Umeå University, Umeå, Sweden
| | - Mikael Johansson
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Gary E Goodman
- Public Health Sciences Division, Program in Epidemiology, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Ziding Feng
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston
| | - Paul Brennan
- Genetic Epidemiology Group, International Agency for Research on Cancer, Lyon, France
| | - Mattias Johansson
- Genetic Epidemiology Group, International Agency for Research on Cancer, Lyon, France
| | - Samir M Hanash
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston
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21
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Nagel G, Stafoggia M, Pedersen M, Andersen ZJ, Galassi C, Munkenast J, Jaensch A, Sommar J, Forsberg B, Olsson D, Oftedal B, Krog NH, Aamodt G, Pyko A, Pershagen G, Korek M, De Faire U, Pedersen NL, Östenson CG, Fratiglioni L, Sørensen M, Tjønneland A, Peeters PH, Bueno-de-Mesquita B, Vermeulen R, Eeftens M, Plusquin M, Key TJ, Concin H, Lang A, Wang M, Tsai MY, Grioni S, Marcon A, Krogh V, Ricceri F, Sacerdote C, Ranzi A, Cesaroni G, Forastiere F, Tamayo-Uria I, Amiano P, Dorronsoro M, de Hoogh K, Beelen R, Vineis P, Brunekreef B, Hoek G, Raaschou-Nielsen O, Weinmayr G. Air pollution and incidence of cancers of the stomach and the upper aerodigestive tract in the European Study of Cohorts for Air Pollution Effects (ESCAPE). Int J Cancer 2018; 143:1632-1643. [PMID: 29696642 DOI: 10.1002/ijc.31564] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Revised: 01/30/2018] [Accepted: 02/07/2018] [Indexed: 01/17/2023]
Abstract
Air pollution has been classified as carcinogenic to humans. However, to date little is known about the relevance for cancers of the stomach and upper aerodigestive tract (UADT). We investigated the association of long-term exposure to ambient air pollution with incidence of gastric and UADT cancer in 11 European cohorts. Air pollution exposure was assigned by land-use regression models for particulate matter (PM) below 10 µm (PM10 ), below 2.5 µm (PM2.5 ), between 2.5 and 10 µm (PMcoarse ), PM2.5 absorbance and nitrogen oxides (NO2 and NOX ) as well as approximated by traffic indicators. Cox regression models with adjustment for potential confounders were used for cohort-specific analyses. Combined estimates were determined with random effects meta-analyses. During average follow-up of 14.1 years of 305,551 individuals, 744 incident cases of gastric cancer and 933 of UADT cancer occurred. The hazard ratio for an increase of 5 µg/m3 of PM2.5 was 1.38 (95% CI 0.99; 1.92) for gastric and 1.05 (95% CI 0.62; 1.77) for UADT cancers. No associations were found for any of the other exposures considered. Adjustment for additional confounders and restriction to study participants with stable addresses did not influence markedly the effect estimate for PM2.5 and gastric cancer. Higher estimated risks of gastric cancer associated with PM2.5 was found in men (HR 1.98 [1.30; 3.01]) as compared to women (HR 0.85 [0.5; 1.45]). This large multicentre cohort study shows an association between long-term exposure to PM2.5 and gastric cancer, but not UADT cancers, suggesting that air pollution may contribute to gastric cancer risk.
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Affiliation(s)
- Gabriele Nagel
- Institute of Epidemiology and Medical Biometry, Ulm University, Ulm, Germany
- Agency for Preventive and Social Medicine, Bregenz (aks), Austria
| | - Massimo Stafoggia
- Department of Epidemiology, Lazio Regional Health Service, ASL Roma 1, Rome, Italy
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Marie Pedersen
- Centre for Epidemiology and Screening, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
- The Danish Cancer Society Research Ce, nter, Copenhagen, Denmark
| | - Zorana J Andersen
- Centre for Epidemiology and Screening, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Claudia Galassi
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy
| | - Jule Munkenast
- Institute of Epidemiology and Medical Biometry, Ulm University, Ulm, Germany
| | - Andrea Jaensch
- Institute of Epidemiology and Medical Biometry, Ulm University, Ulm, Germany
| | - Johan Sommar
- Occupational and Environmental Medicine, Department of Public Health and Clinical Medicine, Umea University, Umea, Sweden
| | - Bertil Forsberg
- Occupational and Environmental Medicine, Department of Public Health and Clinical Medicine, Umea University, Umea, Sweden
| | - David Olsson
- Occupational and Environmental Medicine, Department of Public Health and Clinical Medicine, Umea University, Umea, Sweden
| | | | - Norun H Krog
- Norwegian Institute of Public Health, Oslo, Norway
| | - Geir Aamodt
- Department of Landscape Architecture and Spatial Planning, Norwegian University of Life Sciences, Ås, Norway
| | - Andrei Pyko
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Göran Pershagen
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Michal Korek
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Ulf De Faire
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Nancy L Pedersen
- Department of Medical Epidemiology and Biostatistics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Claes-Göran Östenson
- Department of Molecular Medicine and Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Laura Fratiglioni
- Aging Research Center, Department of Neurobiology Care Science and Society, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Mette Sørensen
- The Danish Cancer Society Research Ce, nter, Copenhagen, Denmark
| | - Anne Tjønneland
- The Danish Cancer Society Research Ce, nter, Copenhagen, Denmark
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom
| | - Bas Bueno-de-Mesquita
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Roel Vermeulen
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Marloes Eeftens
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Michelle Plusquin
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom
| | - Timothy J Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Hans Concin
- Agency for Preventive and Social Medicine, Bregenz (aks), Austria
| | - Alois Lang
- Vorarlberg cancer registry; Agency for Preventive and Social Medicine, Bregenz (aks), Austria
| | - Meng Wang
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, Washington
| | - Ming-Yi Tsai
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, Washington
- University of Basel, Basel, Switzerland
| | - Sara Grioni
- Epidemiology and Prevention Unit, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Alessandro Marcon
- Unit of Epidemiology & Medical Statistics, Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Vittorio Krogh
- Epidemiology and Prevention Unit, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Fulvio Ricceri
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy
- Unit of Epidemiology, Regional Health Service ASL TO3, Grugliasco, Italy
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy
| | - Andrea Ranzi
- Environmental Health Reference Centre, Regional Agency for Environmental Prevention of Emilia-Romagna, Modena, Italy
| | - Giulia Cesaroni
- Department of Epidemiology, Lazio Regional Health Service, ASL Roma 1, Rome, Italy
| | - Francesco Forastiere
- Department of Epidemiology, Lazio Regional Health Service, ASL Roma 1, Rome, Italy
| | - Ibon Tamayo-Uria
- ISGlobal Institute de Salut Global Barcelona, Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Universitat Pompeu Fabra, Barcelona, Spain
| | - Pilar Amiano
- Public Health Department of Gipuzkoa, BioDonostia Research Institute, San Sebastian; Consortium for Biomedical Research in Epidemiology and Public Health (CIBER en Epidemiología y Salud Pública-CIBERESP), Madrid, Spain
| | - Miren Dorronsoro
- Public Health Department of Gipuzkoa, BioDonostia Research Institute, San Sebastian; Consortium for Biomedical Research in Epidemiology and Public Health (CIBER en Epidemiología y Salud Pública-CIBERESP), Madrid, Spain
| | - Kees de Hoogh
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Rob Beelen
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
- National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - Paolo Vineis
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom
- Molecular end Epidemiology Unit, HuGeF, Human Genetics Foundation, Torino, Italy
| | - Bert Brunekreef
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Gerard Hoek
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
| | - Ole Raaschou-Nielsen
- The Danish Cancer Society Research Ce, nter, Copenhagen, Denmark
- Department of Environmental Science, Aarhus University, Roskilde, Denmark
| | - Gudrun Weinmayr
- Institute of Epidemiology and Medical Biometry, Ulm University, Ulm, Germany
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22
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Freisling H, Noh H, Slimani N, Chajès V, May AM, Peeters PH, Weiderpass E, Cross AJ, Skeie G, Jenab M, Mancini FR, Boutron-Ruault MC, Fagherazzi G, Katzke VA, Kühn T, Steffen A, Boeing H, Tjønneland A, Kyrø C, Hansen CP, Overvad K, Duell EJ, Redondo-Sánchez D, Amiano P, Navarro C, Barricarte A, Perez-Cornago A, Tsilidis KK, Aune D, Ward H, Trichopoulou A, Naska A, Orfanos P, Masala G, Agnoli C, Berrino F, Tumino R, Sacerdote C, Mattiello A, Bueno-de-Mesquita HB, Ericson U, Sonestedt E, Winkvist A, Braaten T, Romieu I, Sabaté J. Nut intake and 5-year changes in body weight and obesity risk in adults: results from the EPIC-PANACEA study. Eur J Nutr 2018; 57:2399-2408. [PMID: 28733927 DOI: 10.1007/s00394-017-1513-0] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2017] [Accepted: 07/15/2017] [Indexed: 01/10/2023]
Abstract
PURPOSE There is inconsistent evidence regarding the relationship between higher intake of nuts, being an energy-dense food, and weight gain. We investigated the relationship between nut intake and changes in weight over 5 years. METHODS This study includes 373,293 men and women, 25-70 years old, recruited between 1992 and 2000 from 10 European countries in the European Prospective Investigation into Cancer and Nutrition (EPIC) study. Habitual intake of nuts including peanuts, together defined as nut intake, was estimated from country-specific validated dietary questionnaires. Body weight was measured at recruitment and self-reported 5 years later. The association between nut intake and body weight change was estimated using multilevel mixed linear regression models with center/country as random effect and nut intake and relevant confounders as fixed effects. The relative risk (RR) of becoming overweight or obese after 5 years was investigated using multivariate Poisson regressions stratified according to baseline body mass index (BMI). RESULTS On average, study participants gained 2.1 kg (SD 5.0 kg) over 5 years. Compared to non-consumers, subjects in the highest quartile of nut intake had less weight gain over 5 years (-0.07 kg; 95% CI -0.12 to -0.02) (P trend = 0.025) and had 5% lower risk of becoming overweight (RR 0.95; 95% CI 0.92-0.98) or obese (RR 0.95; 95% CI 0.90-0.99) (both P trend <0.008). CONCLUSIONS Higher intake of nuts is associated with reduced weight gain and a lower risk of becoming overweight or obese.
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Affiliation(s)
- Heinz Freisling
- Nutritional Methodology and Biostatistics Group, Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO), 150, Cours Albert Thomas, 69372, Lyon Cedex 08, France.
| | - Hwayoung Noh
- Nutritional Methodology and Biostatistics Group, Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO), 150, Cours Albert Thomas, 69372, Lyon Cedex 08, France
| | - Nadia Slimani
- Nutritional Epidemiology Group, Section of Nutrition and Metabolism, International Agency for Research On Cancer (IARC-WHO), Lyon, France
| | - Véronique Chajès
- Nutritional Epidemiology Group, Section of Nutrition and Metabolism, International Agency for Research On Cancer (IARC-WHO), Lyon, France
| | - Anne M May
- Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Petra H Peeters
- Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, The Netherlands
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
- Department of Research, Cancer Registry of Norway, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
| | - Amanda J Cross
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Guri Skeie
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | - Mazda Jenab
- Nutritional Epidemiology Group, Section of Nutrition and Metabolism, International Agency for Research On Cancer (IARC-WHO), Lyon, France
| | - Francesca R Mancini
- Inserm U1018, Gustave Roussy Institute, CESP, Villejuif, France
- University Paris-Saclay, University Paris-Sud, Villejuif, France
| | - Marie-Christine Boutron-Ruault
- Inserm U1018, Gustave Roussy Institute, CESP, Villejuif, France
- University Paris-Saclay, University Paris-Sud, Villejuif, France
| | - Guy Fagherazzi
- Inserm U1018, Gustave Roussy Institute, CESP, Villejuif, France
- University Paris-Saclay, University Paris-Sud, Villejuif, France
| | - Verena A Katzke
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Annika Steffen
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrücke, Nuthetal, Germany
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrücke, Nuthetal, Germany
| | | | - Cecilie Kyrø
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Camilla P Hansen
- Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark
| | - Kim Overvad
- Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark
| | - Eric J Duell
- Unit of Nutrition and Cancer, IDIBELL, Catalan Institute of Oncology, Barcelona, Spain
| | - Daniel Redondo-Sánchez
- Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria ibs.GRANADA, Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Pilar Amiano
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Public Health Division of Gipuzkoa, BioDonostia Research Institute, San Sebastian, Spain
| | - Carmen Navarro
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Department of Health and Social Sciences, Universidad de Murcia, Murcia, Spain
| | - Aurelio Barricarte
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Navarra Public Health Institute, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA) Pamplona, Pamplona, Spain
| | - Aurora Perez-Cornago
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Konstantinos K Tsilidis
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- Department of Hygiene and Epidemiology, School of Medicine, University of Ioannina, Ioannina, Greece
| | - Dagfinn Aune
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- Bjørknes University College, Oslo, Norway
| | - Heather Ward
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Androniki Naska
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Philippos Orfanos
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Giovanna Masala
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute, ISPO, Florence, Italy
| | - Claudia Agnoli
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Franco Berrino
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, "Civic-M.P.Arezzo" Hospital, ASP Ragusa, Ragusa, Italy
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy
| | - Amalia Mattiello
- Dipartimento di Medicina Clinica E Chirurgia, Federico II University, Naples, Italy
| | - H Bas Bueno-de-Mesquita
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- Department for Determinants of Chronic Diseases, National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Ulrika Ericson
- Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
| | - Emily Sonestedt
- Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
| | - Anna Winkvist
- Department of Internal Medicine and Clinical Nutrition, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Tonje Braaten
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | - Isabelle Romieu
- Nutritional Epidemiology Group, Section of Nutrition and Metabolism, International Agency for Research On Cancer (IARC-WHO), Lyon, France
| | - Joan Sabaté
- Center for Nutrition, Healthy Lifestyle and Disease Prevention, School of Public Health, Loma Linda University, Loma Linda, USA
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23
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Deschasaux M, Huybrechts I, Murphy N, Julia C, Hercberg S, Srour B, Kesse-Guyot E, Latino-Martel P, Biessy C, Casagrande C, Jenab M, Ward H, Weiderpass E, Dahm CC, Overvad K, Kyrø C, Olsen A, Affret A, Boutron-Ruault MC, Mahamat-Saleh Y, Kaaks R, Kühn T, Boeing H, Schwingshackl L, Bamia C, Peppa E, Trichopoulou A, Masala G, Krogh V, Panico S, Tumino R, Sacerdote C, Bueno-de-Mesquita B, Peeters PH, Hjartåker A, Rylander C, Skeie G, Ramón Quirós J, Jakszyn P, Salamanca-Fernández E, Huerta JM, Ardanaz E, Amiano P, Ericson U, Sonestedt E, Huseinovic E, Johansson I, Khaw KT, Wareham N, Bradbury KE, Perez-Cornago A, Tsilidis KK, Ferrari P, Riboli E, Gunter MJ, Touvier M. Nutritional quality of food as represented by the FSAm-NPS nutrient profiling system underlying the Nutri-Score label and cancer risk in Europe: Results from the EPIC prospective cohort study. PLoS Med 2018; 15:e1002651. [PMID: 30226842 PMCID: PMC6143197 DOI: 10.1371/journal.pmed.1002651] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2018] [Accepted: 08/09/2018] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Helping consumers make healthier food choices is a key issue for the prevention of cancer and other diseases. In many countries, political authorities are considering the implementation of a simplified labelling system to reflect the nutritional quality of food products. The Nutri-Score, a five-colour nutrition label, is derived from the Nutrient Profiling System of the British Food Standards Agency (modified version) (FSAm-NPS). How the consumption of foods with high/low FSAm-NPS relates to cancer risk has been studied in national/regional cohorts but has not been characterized in diverse European populations. METHODS AND FINDINGS This prospective analysis included 471,495 adults from the European Prospective Investigation into Cancer and Nutrition (EPIC, 1992-2014, median follow-up: 15.3 y), among whom there were 49,794 incident cancer cases (main locations: breast, n = 12,063; prostate, n = 6,745; colon-rectum, n = 5,806). Usual food intakes were assessed with standardized country-specific diet assessment methods. The FSAm-NPS was calculated for each food/beverage using their 100-g content in energy, sugar, saturated fatty acid, sodium, fibres, proteins, and fruits/vegetables/legumes/nuts. The FSAm-NPS scores of all food items usually consumed by a participant were averaged to obtain the individual FSAm-NPS Dietary Index (DI) scores. Multi-adjusted Cox proportional hazards models were computed. A higher FSAm-NPS DI score, reflecting a lower nutritional quality of the food consumed, was associated with a higher risk of total cancer (HRQ5 versus Q1 = 1.07; 95% CI 1.03-1.10, P-trend < 0.001). Absolute cancer rates in those with high and low (quintiles 5 and 1) FSAm-NPS DI scores were 81.4 and 69.5 cases/10,000 person-years, respectively. Higher FSAm-NPS DI scores were specifically associated with higher risks of cancers of the colon-rectum, upper aerodigestive tract and stomach, lung for men, and liver and postmenopausal breast for women (all P < 0.05). The main study limitation is that it was based on an observational cohort using self-reported dietary data obtained through a single baseline food frequency questionnaire; thus, exposure misclassification and residual confounding cannot be ruled out. CONCLUSIONS In this large multinational European cohort, the consumption of food products with a higher FSAm-NPS score (lower nutritional quality) was associated with a higher risk of cancer. This supports the relevance of the FSAm-NPS as underlying nutrient profiling system for front-of-pack nutrition labels, as well as for other public health nutritional measures.
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Affiliation(s)
- Mélanie Deschasaux
- Nutritional Epidemiology Research Team (EREN), Sorbonne Paris Cité Epidemiology and Statistics Research Centre (CRESS), Inserm U1153, Inra U1125, Cnam, COMUE Sorbonne Paris Cité, Paris 13 University, Bobigny, France
| | - Inge Huybrechts
- Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Neil Murphy
- Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Chantal Julia
- Nutritional Epidemiology Research Team (EREN), Sorbonne Paris Cité Epidemiology and Statistics Research Centre (CRESS), Inserm U1153, Inra U1125, Cnam, COMUE Sorbonne Paris Cité, Paris 13 University, Bobigny, France
- Department of Public Health, Avicenne Hospital (AP-HP), Bobigny, France
| | - Serge Hercberg
- Nutritional Epidemiology Research Team (EREN), Sorbonne Paris Cité Epidemiology and Statistics Research Centre (CRESS), Inserm U1153, Inra U1125, Cnam, COMUE Sorbonne Paris Cité, Paris 13 University, Bobigny, France
- Department of Public Health, Avicenne Hospital (AP-HP), Bobigny, France
| | - Bernard Srour
- Nutritional Epidemiology Research Team (EREN), Sorbonne Paris Cité Epidemiology and Statistics Research Centre (CRESS), Inserm U1153, Inra U1125, Cnam, COMUE Sorbonne Paris Cité, Paris 13 University, Bobigny, France
| | - Emmanuelle Kesse-Guyot
- Nutritional Epidemiology Research Team (EREN), Sorbonne Paris Cité Epidemiology and Statistics Research Centre (CRESS), Inserm U1153, Inra U1125, Cnam, COMUE Sorbonne Paris Cité, Paris 13 University, Bobigny, France
| | - Paule Latino-Martel
- Nutritional Epidemiology Research Team (EREN), Sorbonne Paris Cité Epidemiology and Statistics Research Centre (CRESS), Inserm U1153, Inra U1125, Cnam, COMUE Sorbonne Paris Cité, Paris 13 University, Bobigny, France
| | - Carine Biessy
- Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Corinne Casagrande
- Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Mazda Jenab
- Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Heather Ward
- Faculty of Medicine, School of Public Health, Imperial College London, London, United Kingdom
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhälsan Research Centre and Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Christina C. Dahm
- Aarhus University, Department of Public Health, Section for Epidemiology, Aarhus C, Denmark
| | - Kim Overvad
- Aarhus University, Department of Public Health, Section for Epidemiology, Aarhus C, Denmark
| | - Cecilie Kyrø
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Anja Olsen
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Aurélie Affret
- CESP, INSERM U1018, Univ. Paris-Sud, UVSQ, Université Paris-Saclay, Paris, France
- Gustave Roussy, Villejuif, France
| | | | - Yahya Mahamat-Saleh
- CESP, INSERM U1018, Univ. Paris-Sud, UVSQ, Université Paris-Saclay, Paris, France
- Gustave Roussy, Villejuif, France
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition (DIfE), Potsdam-Rehbrücke, Germany
| | - Lukas Schwingshackl
- Department of Epidemiology, German Institute of Human Nutrition (DIfE), Potsdam-Rehbrücke, Germany
| | - Christina Bamia
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Dept. of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | | | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Dept. of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Giovanna Masala
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute–ISPO, Florence, Italy
| | - Vittorio Krogh
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Salvatore Panico
- Dipartimento di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy
| | - Rosario Tumino
- Cancer registry and histopathology unit, "CIVIC-M.P. AREZZO" Hospital, ASP Ragusa, Italy
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy
| | - Bas Bueno-de-Mesquita
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Gastroenterology and Hepatology, University Medical Centre, Utrecht, The Netherlands
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, United Kingdom
- Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Petra H. Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Anette Hjartåker
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Charlotta Rylander
- Department of Community Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway
| | - Guri Skeie
- Department of Community Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway
| | | | - Paula Jakszyn
- Unit of Nutrition, Environment and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology, L´Hospitallet de Llobregat, Barcelona, Spain
- Facultat de Ciències de la Salut Blanquerna, Universitat Ramón Llull, Barcelona, Spain
| | - Elena Salamanca-Fernández
- Escuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria ibs.GRANADA, Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - José María Huerta
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
| | - Eva Ardanaz
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Navarra Public Health Institute, Pamplona, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
| | - Pilar Amiano
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Public Health Department of Gipuzkoa, Basque Government, San Sebastian, Spain
| | - Ulrika Ericson
- Diabetes and Cardiovascular disease, Genetic Epidemiology, Department of Clinical Sciences, Lund University, Malmö, Sweden
| | - Emily Sonestedt
- Nutritional Epidemiology, Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
| | - Ena Huseinovic
- Department of Internal Medicine and Clinical Nutrition, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | | | - Kay-Tee Khaw
- University of Cambridge, School of Clinical Medicine, Addenbrooke’s Hospital, Cambridge, United Kingdom
| | - Nick Wareham
- MRC Epidemiology Unit, Institute of Metabolic Science, University of Cambridge, Cambridge, United Kingdom
| | - Kathryn E. Bradbury
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Aurora Perez-Cornago
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Konstantinos K. Tsilidis
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, United Kingdom
- Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
| | - Pietro Ferrari
- Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Elio Riboli
- Faculty of Medicine, School of Public Health, Imperial College London, London, United Kingdom
| | - Marc J. Gunter
- Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Mathilde Touvier
- Nutritional Epidemiology Research Team (EREN), Sorbonne Paris Cité Epidemiology and Statistics Research Centre (CRESS), Inserm U1153, Inra U1125, Cnam, COMUE Sorbonne Paris Cité, Paris 13 University, Bobigny, France
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24
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Naudin S, Li K, Jaouen T, Assi N, Kyrø C, Tjønneland A, Overvad K, Boutron-Ruault MC, Rebours V, Védié AL, Boeing H, Kaaks R, Katzke V, Bamia C, Naska A, Trichopoulou A, Berrino F, Tagliabue G, Palli D, Panico S, Tumino R, Sacerdote C, Peeters PH, Bueno-de-Mesquita B, Weiderpass E, Gram IT, Skeie G, Chirlaque MD, Rodríguez-Barranco M, Barricarte A, Quirós J, Dorronsoro M, Johansson I, Sund M, Sternby H, Bradbury KE, Wareham N, Riboli E, Gunter M, Brennan P, Duell EJ, Ferrari P. Lifetime and baseline alcohol intakes and risk of pancreatic cancer in the European Prospective Investigation into Cancer and Nutrition study. Int J Cancer 2018; 143:801-812. [PMID: 29524225 PMCID: PMC6481554 DOI: 10.1002/ijc.31367] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2017] [Revised: 01/18/2018] [Accepted: 02/02/2018] [Indexed: 02/06/2023]
Abstract
Recent evidence suggested a weak relationship between alcohol consumption and pancreatic cancer (PC) risk. In our study, the association between lifetime and baseline alcohol intakes and the risk of PC was evaluated, including the type of alcoholic beverages and potential interaction with smoking. Within the European Prospective Investigation into Cancer and Nutrition (EPIC) study, 1,283 incident PC (57% women) were diagnosed from 476,106 cancer-free participants, followed up for 14 years. Amounts of lifetime and baseline alcohol were estimated through lifestyle and dietary questionnaires, respectively. Cox proportional hazard models with age as primary time variable were used to estimate PC hazard ratios (HR) and their 95% confidence interval (CI). Alcohol intake was positively associated with PC risk in men. Associations were mainly driven by extreme alcohol levels, with HRs comparing heavy drinkers (>60 g/day) to the reference category (0.1-4.9 g/day) equal to 1.77 (95% CI: 1.06, 2.95) and 1.63 (95% CI: 1.16, 2.29) for lifetime and baseline alcohol, respectively. Baseline alcohol intakes from beer (>40 g/day) and spirits/liquors (>10 g/day) showed HRs equal to 1.58 (95% CI: 1.07, 2.34) and 1.41 (95% CI: 1.03, 1.94), respectively, compared to the reference category (0.1-2.9 g/day). In women, HR estimates did not reach statistically significance. The alcohol and PC risk association was not modified by smoking status. Findings from a large prospective study suggest that baseline and lifetime alcohol intakes were positively associated with PC risk, with more apparent risk estimates for beer and spirits/liquors than wine intake.
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Affiliation(s)
- Sabine Naudin
- Nutritional Methodology and Biostatistics group, International Agency for Research on Cancer, Lyon, France
| | - Kuanrong Li
- Nutritional Methodology and Biostatistics group, International Agency for Research on Cancer, Lyon, France
| | - Tristan Jaouen
- Nutritional Methodology and Biostatistics group, International Agency for Research on Cancer, Lyon, France
| | - Nada Assi
- Nutritional Methodology and Biostatistics group, International Agency for Research on Cancer, Lyon, France
| | - Cecilie Kyrø
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | | | - Kim Overvad
- Section for Epidemiology, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Marie-Christine Boutron-Ruault
- CESP, INSERM U1018, University of Paris-Sud, UVSQ, University of Paris-Saclay, Villejuif, France
- Institut Gustave Roussy, Villejuif, France
| | - Vinciane Rebours
- Pancreatology Unit, Beaujon Hospital, Clichy, France, INSERM U1149, University Paris 7, Paris, France
| | - Anne-Laure Védié
- Pancreatology Unit, Beaujon Hospital, Clichy, France, INSERM U1149, University Paris 7, Paris, France
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke (DIfE), Postdam, Germany
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Verena Katzke
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christina Bamia
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Greece
| | - Androniki Naska
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Greece
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Greece
| | - Franco Berrino
- Department of Preventive & Predictive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Giovanna Tagliabue
- Lombardy Cancer Registry Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute (ISPO), Florence, Italy
| | - Salvatore Panico
- Department of Clinical and Experimental Medecine, University Federico II, Naples, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Department, Civic M.P.Arezzo Hospital, Ragusa, Italy, Ragusa, Italy
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University, Hospital and Center for Cancer Prevention (CPO), Turin, Italy
| | - Petra H. Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
| | - Bas Bueno-de-Mesquita
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
| | - Inger Torhild Gram
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | - Guri Skeie
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | - Maria-Dolores Chirlaque
- Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Department of Health and Social Sciences, University of Murcia, Murcia, Spain
| | - Miguel Rodríguez-Barranco
- CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Biosanitary Investigation Institute (IBS) of Granada, University Hospital and University of Granada, Granada, Spain
| | - Aurelio Barricarte
- CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Navarra Public Health Institute, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | | | - Miren Dorronsoro
- Subdirección de Salud Pública de Gipuzkoa, Gobierno Vasco, San Sebastian, Spain
| | | | - Malin Sund
- Department of Surgical and Perioperative Sciences, Umeå University, Umeå, Sweden
| | - Hanna Sternby
- Department of Surgery, Institution of Clinical Sciences Malmö, Lund University, Malmö, Sweden
| | - Kathryn E Bradbury
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Nick Wareham
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Elio Riboli
- School of Public Health, Imperial College London, United Kingdom
| | - Marc Gunter
- Nutrition and Epidemiology group, International Agency for Research on Cancer, Lyon, France
| | - Paul Brennan
- Genetic Epidemiology group, International Agency for Research on Cancer, Lyon, France
| | - Eric J Duell
- Unit of Nutrition and Cancer, Catalan Institute of Oncology (ICO-Idibell), Barcelona, Spain
| | - Pietro Ferrari
- Nutritional Methodology and Biostatistics group, International Agency for Research on Cancer, Lyon, France
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Ward HA, Gayle A, Jakszyn P, Merritt M, Melin B, Freisling H, Weiderpass E, Tjonneland A, Olsen A, Dahm CC, Overvad K, Katzke V, Kühn T, Boeing H, Trichopoulou A, Lagiou P, Kyrozis A, Palli D, Krogh V, Tumino R, Ricceri F, Mattiello A, Bueno-de-Mesquita B, Peeters PH, Quirós JR, Agudo A, Rodriguez-Barranco M, Larrañaga N, Huerta JM, Barricarte A, Sonestedt E, Drake I, Sandström M, Travis RC, Ferrari P, Riboli E, Cross AJ. Meat and haem iron intake in relation to glioma in the European Prospective Investigation into Cancer and Nutrition study. Eur J Cancer Prev 2018; 27:379-383. [PMID: 27845960 PMCID: PMC5325325 DOI: 10.1097/cej.0000000000000331] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Diets high in red or processed meat have been associated positively with some cancers, and several possible underlying mechanisms have been proposed, including iron-related pathways. However, the role of meat intake in adult glioma risk has yielded conflicting findings because of small sample sizes and heterogeneous tumour classifications. The aim of this study was to examine red meat, processed meat and iron intake in relation to glioma risk in the European Prospective Investigation into Cancer and Nutrition study. In this prospective cohort study, 408 751 individuals from nine European countries completed demographic and dietary questionnaires at recruitment. Multivariable Cox proportional hazards models were used to examine intake of red meat, processed meat, total dietary iron and haem iron in relation to incident glioma. During an average follow-up of 14.1 years, 688 incident glioma cases were diagnosed. There was no evidence that any of the meat variables (red, processed meat or subtypes of meat) or iron (total or haem) were associated with glioma; results were unchanged when the first 2 years of follow-up were excluded. This study suggests that there is no association between meat or iron intake and adult glioma. This is the largest prospective analysis of meat and iron in relation to glioma and as such provides a substantial contribution to a limited and inconsistent literature.
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Affiliation(s)
- Heather A Ward
- Department of Epidemiology and Biostatistics, Imperial College London, London
| | - Alicia Gayle
- Department of Epidemiology and Biostatistics, Imperial College London, London
| | - Paula Jakszyn
- Unit of Nutrition, Environment and Cancer, Catalan Institute of Oncology
| | - Melissa Merritt
- Department of Epidemiology and Biostatistics, Imperial College London, London
| | | | - Heinz Freisling
- Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Elisabete Weiderpass
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø
- Department of Research, Cancer Registry of Norway, Institute of Population-based Cancer Research, Oslo, Norway
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
| | - Anne Tjonneland
- Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen
| | - Anja Olsen
- Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen
| | - Christina C Dahm
- Section for Epidemiology, Department of Public Health, Aarhus University, Aarhus
| | - Kim Overvad
- Section for Epidemiology, Department of Public Health, Aarhus University, Aarhus
- Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark
| | - Verena Katzke
- German Cancer Research Center (DKFZ), Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg
| | - Tilman Kühn
- German Cancer Research Center (DKFZ), Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition (DIfE), Potsdam-Rehbrücke, Germany
| | - Antonia Trichopoulou
- Hellenic Health Foundation
- Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, WHO Collaborating Center for Nutrition and Health, University of Athens Medical School
| | - Pagona Lagiou
- Hellenic Health Foundation
- Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, WHO Collaborating Center for Nutrition and Health, University of Athens Medical School
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Andreas Kyrozis
- Hellenic Health Foundation
- Department of Neurology, Eginition Hospital, University of Athens Medical School, Athens, Greece
| | - Domenico Palli
- Molecular and Nutritional Epidemiology Unit, Cancer Research and Prevention Institute (ISPO), Florence
| | - Vittorio Krogh
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, 'Civic - M.P. Arezzo' Hospital, ASP Ragusa
| | - Fulvio Ricceri
- Unit of Epidemiology, Regional Health Service, Grugliasco (TO)
- Unit of Cancer Epidemiology, Department of Medical Sciences, University of Turin, Turin
| | - Amalia Mattiello
- Department of Clinical Medicine and Surgery, Federico II University, Naples, Italy
| | - Bas Bueno-de-Mesquita
- Department of Epidemiology and Biostatistics, Imperial College London, London
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven
- Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Petra H Peeters
- Department of Epidemiology and Biostatistics, Imperial College London, London
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands
| | | | - Antonio Agudo
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology-IDIBELL. L'Hospitalet de Llobregat, Barcelona
| | - Miguel Rodriguez-Barranco
- Andalusian School of Public Health, Research Insititute Biosanitary Granada, University Hospital Granada/University of Granada, Granada
- CIBER Epidemiology and Public Health (CIBERESP), Madrid
| | - Nerea Larrañaga
- CIBER Epidemiology and Public Health (CIBERESP), Madrid
- Public Health Division of Gipuzkoa, Regional Government of the Basque Country, Donostia
| | - José M Huerta
- CIBER Epidemiology and Public Health (CIBERESP), Madrid
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia
| | - Aurelio Barricarte
- CIBER Epidemiology and Public Health (CIBERESP), Madrid
- Navarra Public Health Institute
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Emily Sonestedt
- Department of Clinical Sciences, Lund University, Malmö, Sweden
| | - Isabel Drake
- Department of Clinical Sciences, Lund University, Malmö, Sweden
| | | | - Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Pietro Ferrari
- Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Elio Riboli
- Department of Epidemiology and Biostatistics, Imperial College London, London
| | - Amanda J Cross
- Department of Epidemiology and Biostatistics, Imperial College London, London
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Gernaat SAM, Boer JMA, van den Bongard DHJ, Maas AHEM, van der Pol CC, Bijlsma RM, Grobbee DE, Verkooijen HM, Peeters PH. The risk of cardiovascular disease following breast cancer by Framingham risk score. Breast Cancer Res Treat 2018; 170:119-127. [PMID: 29492735 PMCID: PMC5993849 DOI: 10.1007/s10549-018-4723-0] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Accepted: 02/16/2018] [Indexed: 02/06/2023]
Abstract
OBJECTIVES This study evaluates the risk of cardiovascular disease (CVD) following breast cancer, accounting for baseline CVD risk. METHODS Within the EPIC-NL (Dutch part of the European Prospective Investigation into Nutrition and Cancer) cohort, 1103 women were diagnosed with breast cancer. For every breast cancer patient, 3-4 women without breast cancer (n = 4328) were selected matched for age, year, and time since cohort enrollment. Based on CVD risk factors at cohort enrollment, 10-year risk of CVD was calculated and categorized: low (< 10%), intermediate (10-20%), high (> 20%). Cox proportional hazard models assessed the risk of CVD events (hospitalization or mortality) and CVD mortality of women with versus without breast cancer, adjusted for baseline CVD risk. RESULTS After median follow-up of 5 and 6 years, 92 (8.3%) and 325 (7.5%) CVD events occurred in women with and without breast cancer, respectively. In the low CVD risk group, women with breast cancer had 1.44 (95% CI 1.00-2.06) times higher risk of CVD events than women without breast cancer. In the intermediate and high CVD risk categories, risk of CVD events was similar in women with and without breast cancer. Overall, women with breast cancer had 1.77 (95% CI 1.10-2.86) times higher risk of CVD mortality than women without breast cancer. CONCLUSIONS Among women with low CVD risk, women with breast cancer have a higher risk of CVD event than women without breast cancer. Overall, women with breast cancer have a higher risk of CVD mortality than women without breast cancer.
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Affiliation(s)
- Sofie A. M. Gernaat
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Present Address: Utrecht, The Netherlands
| | - Jolanda M. A. Boer
- Centre for Nutrition, Prevention and Health Services, National Institute for Public Health and the Environment (RIVM), Utrecht University, Bilthoven, Utrecht, The Netherlands
| | | | - Angela H. E. M. Maas
- Department of Cardiology, Radboud University Medical Center Nijmegen, Nijmegen, The Netherlands
| | | | - Rhodé M. Bijlsma
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Diederick E. Grobbee
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Helena M. Verkooijen
- Imaging Division, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Petra H. Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK
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Landais E, Moskal A, Mullee A, Nicolas G, Gunter MJ, Huybrechts I, Overvad K, Roswall N, Affret A, Fagherazzi G, Mahamat-Saleh Y, Katzke V, Kühn T, La Vecchia C, Trichopoulou A, Valanou E, Saieva C, Santucci de Magistris M, Sieri S, Braaten T, Skeie G, Weiderpass E, Ardanaz E, Chirlaque MD, Garcia JR, Jakszyn P, Rodríguez-Barranco M, Brunkwall L, Huseinovic E, Nilsson L, Wallström P, Bueno-de-Mesquita B, Peeters PH, Aune D, Key T, Lentjes M, Riboli E, Slimani N, Freisling H. Coffee and Tea Consumption and the Contribution of Their Added Ingredients to Total Energy and Nutrient Intakes in 10 European Countries: Benchmark Data from the Late 1990s. Nutrients 2018; 10:E725. [PMID: 29874819 PMCID: PMC6024313 DOI: 10.3390/nu10060725] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Revised: 05/31/2018] [Accepted: 06/01/2018] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Coffee and tea are among the most commonly consumed nonalcoholic beverages worldwide, but methodological differences in assessing intake often hamper comparisons across populations. We aimed to (i) describe coffee and tea intakes and (ii) assess their contribution to intakes of selected nutrients in adults across 10 European countries. METHOD Between 1995 and 2000, a standardized 24-h dietary recall was conducted among 36,018 men and women from 27 European Prospective Investigation into Cancer and Nutrition (EPIC) study centres. Adjusted arithmetic means of intakes were estimated in grams (=volume) per day by sex and centre. Means of intake across centres were compared by sociodemographic characteristics and lifestyle factors. RESULTS In women, the mean daily intake of coffee ranged from 94 g/day (~0.6 cups) in Greece to 781 g/day (~4.4 cups) in Aarhus (Denmark), and tea from 14 g/day (~0.1 cups) in Navarra (Spain) to 788 g/day (~4.3 cups) in the UK general population. Similar geographical patterns for mean daily intakes of both coffee and tea were observed in men. Current smokers as compared with those who reported never smoking tended to drink on average up to 500 g/day more coffee and tea combined, but with substantial variation across centres. Other individuals' characteristics such as educational attainment or age were less predictive. In all centres, coffee and tea contributed to less than 10% of the energy intake. The greatest contribution to total sugar intakes was observed in Southern European centres (up to ~20%). CONCLUSION Coffee and tea intake and their contribution to energy and sugar intake differed greatly among European adults. Variation in consumption was mostly driven by geographical region.
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Affiliation(s)
- Edwige Landais
- UMR Nutripass, IRD-UM-Sup'Agro, 34394 Montpellier, France.
| | - Aurélie Moskal
- Nutrition and Metabolism Section, International Agency for Research on Cancer, 69372 Lyon, France.
| | - Amy Mullee
- Nutrition and Metabolism Section, International Agency for Research on Cancer, 69372 Lyon, France.
- School of Public Health, Physiotherapy and Sports Science, Woodview House, University College Dublin, Belfield, Dublin 4, Ireland.
| | - Geneviève Nicolas
- Nutrition and Metabolism Section, International Agency for Research on Cancer, 69372 Lyon, France.
| | - Marc J Gunter
- Nutrition and Metabolism Section, International Agency for Research on Cancer, 69372 Lyon, France.
| | - Inge Huybrechts
- Nutrition and Metabolism Section, International Agency for Research on Cancer, 69372 Lyon, France.
| | - Kim Overvad
- Department of Public Health, Section for Epidemiology, Aarhus University, Bartholins Alle 2, room 2.26, DK-8000 Aarhus, Denmark.
| | - Nina Roswall
- Danish Cancer Society Research Center, Diet, Genes and Environment, Strandboulevarden 49, DK-2100 Copenhagen, Denmark.
| | - Aurélie Affret
- Inserm CESP U1018, Gustave Roussy, Université Paris-Sud, Paris-Saclay, 94800 Villejuif, France.
| | - Guy Fagherazzi
- Inserm CESP U1018, Gustave Roussy, Université Paris-Sud, Paris-Saclay, 94800 Villejuif, France.
| | - Yahya Mahamat-Saleh
- Inserm CESP U1018, Gustave Roussy, Université Paris-Sud, Paris-Saclay, 94800 Villejuif, France.
| | - Verena Katzke
- German Cancer Research Center (DKFZ), Division of Cancer Epidemiology, 69120 Heidelberg, Germany.
| | - Tilman Kühn
- German Cancer Research Center (DKFZ), Division of Cancer Epidemiology, 69120 Heidelberg, Germany.
| | - Carlo La Vecchia
- Hellenic Health Foundation, 115 27 Athens, Greece.
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, 20122 Milano, Italy.
| | | | | | - Calogero Saieva
- Molecular and Nutritional Epidemiology Unit, ISPO Cancer Prevention and Research Institute, 50139 Florence, Italy.
| | | | - Sabina Sieri
- Epidemiology and Prevention Unit Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy.
| | - Tonje Braaten
- Department of Community Medicine UiT, The Arctic University of Norway, 9037 Tromsø, Norway.
| | - Guri Skeie
- Department of Community Medicine UiT, The Arctic University of Norway, 9037 Tromsø, Norway.
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, 9037 Tromsø, Norway.
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, NO-0304 Oslo, Norway.
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, SE-171 77 Stockholm, Sweden.
- Genetic Epidemiology Group, Folkhälsan Research Center and Faculty of Medicine, University of Helsinki, 00014 Helsinkiv, Finland.
| | - Eva Ardanaz
- Navarra Public Health Institute, Pamplona, Spain IdiSNA, Navarra Institute for Health Research, 31003 Pamplona, Spain.
- CIBER Epidemiology and Public Health CIBERESP, 28029 Madrid, Spain.
| | - Maria-Dolores Chirlaque
- CIBER Epidemiology and Public Health CIBERESP, 28029 Madrid, Spain.
- Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, 30008 Murcia, Spain.
- Department of Health and Social Sciences, Universidad de Murcia, 30008 Murcia, Spain.
| | - Jose Ramon Garcia
- EPIC Asturias, Public Health Directorate, Asturias, 33006 Oviedo, Spain.
| | - Paula Jakszyn
- Unit of Nutrition, Environment and Cancer, Catalan Institute of Oncology, 08908 Barcelona, Spain.
| | - Miguel Rodríguez-Barranco
- CIBER Epidemiology and Public Health CIBERESP, 28029 Madrid, Spain.
- Escuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria ibs, 18011 Granada, Spain.
- Hospitales Universitarios de Granada, Universidad de Granada, 18014 Granada, Spain.
| | | | - Ena Huseinovic
- Department of Internal Medicine and Clinical Nutrition, The Sahlgrenska Academy, University of Gothenburg, SE-405 30 Gothenburg, Sweden.
| | - Lena Nilsson
- Public Health and Clinical Medicine, Nutritional Research, Umeå University, and Arctic Research Centre at Umeå University, SE-901 85 Umeå, Sweden.
| | | | - Bas Bueno-de-Mesquita
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London W2 1PG, UK.
- Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur 50603, Malaysia.
| | - Petra H Peeters
- University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands.
| | - Dagfinn Aune
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London W2 1PG, UK.
| | - Tim Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK.
| | - Marleen Lentjes
- Strangeways Research Laboratories, Department of Public Health & Primary Care, University of Cambridge, Cambridge CB1 8RN, UK.
| | - Elio Riboli
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London W2 1PG, UK.
| | - Nadia Slimani
- Nutrition and Metabolism Section, International Agency for Research on Cancer, 69372 Lyon, France.
| | - Heinz Freisling
- Nutrition and Metabolism Section, International Agency for Research on Cancer, 69372 Lyon, France.
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Zhou B, Bentham J, Di Cesare M, Bixby H, Danaei G, Hajifathalian K, Taddei C, Carrillo-Larco RM, Djalalinia S, Khatibzadeh S, Lugero C, Peykari N, Zhang WZ, Bennett J, Bilano V, Stevens GA, Cowan MJ, Riley LM, Chen Z, Hambleton IR, Jackson RT, Kengne AP, Khang YH, Laxmaiah A, Liu J, Malekzadeh R, Neuhauser HK, Sorić M, Starc G, Sundström J, Woodward M, Ezzati M, Abarca-Gómez L, Abdeen ZA, Abu-Rmeileh NM, Acosta-Cazares B, Adams RJ, Aekplakorn W, Afsana K, Aguilar-Salinas CA, Agyemang C, Ahmad NA, Ahmadvand A, Ahrens W, Ajlouni K, Akhtaeva N, Al-Raddadi R, Ali MM, Ali O, Alkerwi A, Aly E, Amarapurkar DN, Amouyel P, Amuzu A, Andersen LB, Anderssen SA, Ängquist LH, Anjana RM, Ansong D, Aounallah-Skhiri H, Araújo J, Ariansen I, Aris T, Arlappa N, Arveiler D, Aryal KK, Aspelund T, Assah FK, Assunção MCF, Avdicová M, Azevedo A, Azizi F, Babu BV, Bahijri S, Balakrishna N, Bamoshmoosh M, Banach M, Bandosz P, Banegas JR, Barbagallo CM, Barceló A, Barkat A, Barros AJD, Barros MV, Bata I, Batieha AM, Batyrbek A, Baur LA, Beaglehole R, Romdhane HB, Benet M, Benson LS, Bernabe-Ortiz A, Bernotiene G, Bettiol H, Bhagyalaxmi A, Bharadwaj S, Bhargava SK, Bi Y, Bikbov M, Bista B, Bjerregaard P, Bjertness E, Bjertness MB, Björkelund C, Blokstra A, Bo S, Bobak M, Boeing H, Boggia JG, Boissonnet CP, Bongard V, Borchini R, Bovet P, Braeckman L, Brajkovich I, Branca F, Breckenkamp J, Brenner H, Brewster LM, Bruno G, Bueno-de-Mesquita HB, Bugge A, Burns C, Bursztyn M, de León AC, Cacciottolo J, Cai H, Cameron C, Can G, Cândido APC, Capuano V, Cardoso VC, Carlsson AC, Carvalho MJ, Casanueva FF, Casas JP, Caserta CA, Chamukuttan S, Chan AW, Chan Q, Chaturvedi HK, Chaturvedi N, Chen CJ, Chen F, Chen H, Chen S, Chen Z, Cheng CY, Dekkaki IC, Chetrit A, Chiolero A, Chiou ST, Chirita-Emandi A, Chirlaque MD, Cho B, Cho Y, Christofaro DG, Chudek J, Cifkova R, Cinteza E, Claessens F, Clays E, Concin H, Cooper C, Cooper R, Coppinger TC, Costanzo S, Cottel D, Cowell C, Craig CL, Crujeiras AB, Cruz JJ, D'Arrigo G, d'Orsi E, Dallongeville J, Damasceno A, Danaei G, Dankner R, Dantoft TM, Dauchet L, Davletov K, De Backer G, De Bacquer D, de Gaetano G, De Henauw S, de Oliveira PD, De Smedt D, Deepa M, Dehghan A, Delisle H, Deschamps V, Dhana K, Di Castelnuovo AF, Dias-da-Costa JS, Diaz A, Dickerson TT, Djalalinia S, Do HTP, Donfrancesco C, Donoso SP, Döring A, Dorobantu M, Doua K, Drygas W, Dulskiene V, Džakula A, Dzerve V, Dziankowska-Zaborszczyk E, Eggertsen R, Ekelund U, El Ati J, Elliott P, Elosua R, Erasmus RT, Erem C, Eriksen L, Eriksson JG, Escobedo-de la Peña J, Evans A, Faeh D, Fall CH, Farzadfar F, Felix-Redondo FJ, Ferguson TS, Fernandes RA, Fernández-Bergés D, Ferrante D, Ferrari M, Ferreccio C, Ferrieres J, Finn JD, Fischer K, Föger B, Foo LH, Forslund AS, Forsner M, Fouad HM, Francis DK, do Carmo Franco M, Franco OH, Frontera G, Fuchs FD, Fuchs SC, Fujita Y, Furusawa T, Gaciong Z, Galvano F, Garcia-de-la-Hera M, Gareta D, Garnett SP, Gaspoz JM, Gasull M, Gates L, Geleijnse JM, Ghasemian A, Ghimire A, Giampaoli S, Gianfagna F, Gill TK, Giovannelli J, Goldsmith RA, Gonçalves H, Gonzalez-Gross M, González-Rivas JP, Gorbea MB, Gottrand F, Graff-Iversen S, Grafnetter D, Grajda A, Grammatikopoulou MG, Gregor RD, Grodzicki T, Grøntved A, Grosso G, Gruden G, Grujic V, Gu D, Guan OP, Gudmundsson EF, Gudnason V, Guerrero R, Guessous I, Guimaraes AL, Gulliford MC, Gunnlaugsdottir J, Gunter M, Gupta PC, Gupta R, Gureje O, Gurzkowska B, Gutierrez L, Gutzwiller F, Hadaegh F, Halkjær J, Hambleton IR, Hardy R, Hari Kumar R, Hata J, Hayes AJ, He J, He Y, Elisabeth M, Henriques A, Cadena LH, Herrala S, Heshmat R, Hihtaniemi IT, Ho SY, Ho SC, Hobbs M, Hofman A, Dinc GH, Horimoto ARVR, Hormiga CM, Horta BL, Houti L, Howitt C, Htay TT, Htet AS, Than Htike MM, Hu Y, Huerta JM, Huisman M, Husseini AS, Huybrechts I, Hwalla N, Iacoviello L, Iannone AG, Ibrahim MM, Wong NI, Ikeda N, Ikram MA, Irazola VE, Islam M, al-Safi Ismail A, Ivkovic V, Iwasaki M, Jackson RT, Jacobs JM, Jaddou H, Jafar T, Jamrozik K, Janszky I, Jasienska G, Jelaković A, Jelaković B, Jennings G, Jeong SL, Jiang CQ, Joffres M, Johansson M, Jokelainen JJ, Jonas JB, Jørgensen T, Joshi P, Jóźwiak J, Juolevi A, Jurak G, Jureša V, Kaaks R, Kafatos A, Kajantie EO, Kalter-Leibovici O, Kamaruddin NA, Karki KB, Kasaeian A, Katz J, Kauhanen J, Kaur P, Kavousi M, Kazakbaeva G, Keil U, Boker LK, Keinänen-Kiukaanniemi S, Kelishadi R, Kemper HCG, Kengne AP, Kerimkulova A, Kersting M, Key T, Khader YS, Khalili D, Khang YH, Khateeb M, Khaw KT, Kiechl-Kohlendorfer U, Kiechl S, Killewo J, Kim J, Kim YY, Klumbiene J, Knoflach M, Kolle E, Kolsteren P, Korrovits P, Koskinen S, Kouda K, Kowlessur S, Koziel S, Kriemler S, Kristensen PL, Krokstad S, Kromhout D, Kruger HS, Kubinova R, Kuciene R, Kuh D, Kujala UM, Kulaga Z, Krishna Kumar R, Kurjata P, Kusuma YS, Kuulasmaa K, Kyobutungi C, Laatikainen T, Lachat C, Lam TH, Landrove O, Lanska V, Lappas G, Larijani B, Laugsand LE, Laxmaiah A, Le Nguyen Bao K, Le TD, Leclercq C, Lee J, Lee J, Lehtimäki T, León-Muñoz LM, Levitt NS, Li Y, Lilly CL, Lim WY, Lima-Costa MF, Lin HH, Lin X, Lind L, Linneberg A, Lissner L, Litwin M, Liu J, Lorbeer R, Lotufo PA, Lozano JE, Luksiene D, Lundqvist A, Lunet N, Lytsy P, Ma G, Ma J, Machado-Coelho GLL, Machi S, Maggi S, Magliano DJ, Magriplis E, Majer M, Makdisse M, Malekzadeh R, Malhotra R, Mallikharjuna Rao K, Malyutina S, Manios Y, Mann JI, Manzato E, Margozzini P, Marques-Vidal P, Marques LP, Marrugat J, Martorell R, Mathiesen EB, Matijasevich A, Matsha TE, Mbanya JCN, Mc Donald Posso AJ, McFarlane SR, McGarvey ST, McLachlan S, McLean RM, McLean SB, McNulty BA, Mediene-Benchekor S, Medzioniene J, Meirhaeghe A, Meisinger C, Menezes AMB, Menon GR, Meshram II, Metspalu A, Meyer HE, Mi J, Mikkel K, Miller JC, Minderico CS, Francisco J, Miranda JJ, Mirrakhimov E, Mišigoj-Durakovic M, Modesti PA, Mohamed MK, Mohammad K, Mohammadifard N, Mohan V, Mohanna S, Mohd Yusoff MF, Møllehave LT, Møller NC, Molnár D, Momenan A, Mondo CK, Monyeki KDK, Moon JS, Moreira LB, Morejon A, Moreno LA, Morgan K, Moschonis G, Mossakowska M, Mostafa A, Mota J, Esmaeel Motlagh M, Motta J, Msyamboza KP, Mu TT, Muiesan ML, Müller-Nurasyid M, Murphy N, Mursu J, Musil V, Nabipour I, Nagel G, Naidu BM, Nakamura H, Námešná J, Nang EEK, Nangia VB, Narake S, Nauck M, Navarrete-Muñoz EM, Ndiaye NC, Neal WA, Nenko I, Neovius M, Nervi F, Neuhauser HK, Nguyen CT, Nguyen ND, Nguyen QN, Nguyen QV, Nieto-Martínez RE, Niiranen TJ, Ning G, Ninomiya T, Nishtar S, Noale M, Noboa OA, Noorbala AA, Norat T, Noto D, Al Nsour M, O'Reilly D, Oda E, Oehlers G, Oh K, Ohara K, Olinto MTA, Oliveira IO, Omar MA, Onat A, Ong SK, Ono LM, Ordunez P, Ornelas R, Osmond C, Ostojic SM, Ostovar A, Otero JA, Overvad K, Owusu-Dabo E, Paccaud FM, Padez C, Pahomova E, Pajak A, Palli D, Palmieri L, Pan WH, Panda-Jonas S, Panza F, Papandreou D, Park SW, Parnell WR, Parsaeian M, Patel ND, Pecin I, Pednekar MS, Peer N, Peeters PH, Peixoto SV, Peltonen M, Pereira AC, Peters A, Petersmann A, Petkeviciene J, Peykari N, Pham ST, Pigeot I, Pikhart H, Pilav A, Pilotto L, Pitakaka F, Piwonska A, Plans-Rubió P, Polašek O, Porta M, Portegies MLP, Pourshams A, Poustchi H, Pradeepa R, Prashant M, Price JF, Puder JJ, Puiu M, Punab M, Qasrawi RF, Qorbani M, Bao TQ, Radic I, Radisauskas R, Rahman M, Raitakari O, Raj M, Ramachandra Rao S, Ramachandran A, Ramos E, Rampal L, Rampal S, Rangel Reina DA, Redon J, Reganit PFM, Ribeiro R, Riboli E, Rigo F, Rinke de Wit TF, Ritti-Dias RM, Robinson SM, Robitaille C, Rodríguez-Artalejo F, del Cristo Rodriguez-Perez M, Rodríguez-Villamizar LA, Rojas-Martinez R, Romaguera D, Ronkainen K, Rosengren A, Roy JGR, Rubinstein A, Sandra Ruiz-Betancourt B, Rutkowski M, Sabanayagam C, Sachdev HS, Saidi O, Sakarya S, Salanave B, Salazar Martinez E, Salmerón D, Salomaa V, Salonen JT, Salvetti M, Sánchez-Abanto J, Sans S, Santos DA, Santos IS, Nunes dos Santos R, Santos R, Saramies JL, Sardinha LB, Sarganas G, Sarrafzadegan N, Saum KU, Savva S, Scazufca M, Schargrodsky H, Schipf S, Schmidt CO, Schöttker B, Schultsz C, Schutte AE, Sein AA, Sen A, Senbanjo IO, Sepanlou SG, Sharma SK, Shaw JE, Shibuya K, Shin DW, Shin Y, Si-Ramlee K, Siantar R, Sibai AM, Santos Silva DA, Simon M, Simons J, Simons LA, Sjöström M, Skovbjerg S, Slowikowska-Hilczer J, Slusarczyk P, Smeeth L, Smith MC, Snijder MB, So HK, Sobngwi E, Söderberg S, Solfrizzi V, Sonestedt E, Song Y, Sørensen TIA, Soric M, Jérome CS, Soumare A, Staessen JA, Starc G, Stathopoulou MG, Stavreski B, Steene-Johannessen J, Stehle P, Stein AD, Stergiou GS, Stessman J, Stieber J, Stöckl D, Stocks T, Stokwiszewski J, Stronks K, Strufaldi MW, Sun CA, Sundström J, Sung YT, Suriyawongpaisal P, Sy RG, Shyong Tai E, Tammesoo ML, Tamosiunas A, Tan EJ, Tang X, Tanser F, Tao Y, Tarawneh MR, Tarqui-Mamani CB, Tautu OF, Taylor A, Theobald H, Theodoridis X, Thijs L, Thuesen BH, Tjonneland A, Tolonen HK, Tolstrup JS, Topbas M, Topór-Madry R, Tormo MJ, Torrent M, Traissac P, Trichopoulos D, Trichopoulou A, Trinh OTH, Trivedi A, Tshepo L, Tulloch-Reid MK, Tullu F, Tuomainen TP, Tuomilehto J, Turley ML, Tynelius P, Tzourio C, Ueda P, Ugel EE, Ulmer H, Uusitalo HMT, Valdivia G, Valvi D, van der Schouw YT, Van Herck K, Van Minh H, van Rossem L, Van Schoor NM, van Valkengoed IGM, Vanderschueren D, Vanuzzo D, Vatten L, Vega T, Velasquez-Melendez G, Veronesi G, Monique Verschuren WM, Verstraeten R, Victora CG, Viet L, Viikari-Juntura E, Vineis P, Vioque J, Virtanen JK, Visvikis-Siest S, Viswanathan B, Vlasoff T, Vollenweider P, Voutilainen S, Wade AN, Wagner A, Walton J, Wan Bebakar WM, Wan Mohamud WN, Wanderley RS, Wang MD, Wang Q, Wang YX, Wang YW, Wannamethee SG, Wareham N, Wedderkopp N, Weerasekera D, Whincup PH, Widhalm K, Widyahening IS, Wiecek A, Wijga AH, Wilks RJ, Willeit J, Willeit P, Williams EA, Wilsgaard T, Wojtyniak B, Wong-McClure RA, Wong JYY, Wong TY, Woo J, Woodward M, Giwercman Wu A, Wu FC, Wu S, Xu H, Yan W, Yang X, Ye X, Yiallouros PK, Yoshihara A, Younger-Coleman NO, Yusoff AF, Zainuddin AA, Zambon S, Zampelas A, Zdrojewski T, Zeng Y, Zhao D, Zhao W, Zheng W, Zheng Y, Zhu D, Zhussupov B, Zimmermann E, Cisneros JZ. Contributions of mean and shape of blood pressure distribution to worldwide trends and variations in raised blood pressure: a pooled analysis of 1018 population-based measurement studies with 88.6 million participants. Int J Epidemiol 2018; 47:872-883i. [PMID: 29579276 PMCID: PMC6005056 DOI: 10.1093/ije/dyy016] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Revised: 01/16/2018] [Accepted: 01/24/2018] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Change in the prevalence of raised blood pressure could be due to both shifts in the entire distribution of blood pressure (representing the combined effects of public health interventions and secular trends) and changes in its high-blood-pressure tail (representing successful clinical interventions to control blood pressure in the hypertensive population). Our aim was to quantify the contributions of these two phenomena to the worldwide trends in the prevalence of raised blood pressure. METHODS We pooled 1018 population-based studies with blood pressure measurements on 88.6 million participants from 1985 to 2016. We first calculated mean systolic blood pressure (SBP), mean diastolic blood pressure (DBP) and prevalence of raised blood pressure by sex and 10-year age group from 20-29 years to 70-79 years in each study, taking into account complex survey design and survey sample weights, where relevant. We used a linear mixed effect model to quantify the association between (probit-transformed) prevalence of raised blood pressure and age-group- and sex-specific mean blood pressure. We calculated the contributions of change in mean SBP and DBP, and of change in the prevalence-mean association, to the change in prevalence of raised blood pressure. RESULTS In 2005-16, at the same level of population mean SBP and DBP, men and women in South Asia and in Central Asia, the Middle East and North Africa would have the highest prevalence of raised blood pressure, and men and women in the high-income Asia Pacific and high-income Western regions would have the lowest. In most region-sex-age groups where the prevalence of raised blood pressure declined, one half or more of the decline was due to the decline in mean blood pressure. Where prevalence of raised blood pressure has increased, the change was entirely driven by increasing mean blood pressure, offset partly by the change in the prevalence-mean association. CONCLUSIONS Change in mean blood pressure is the main driver of the worldwide change in the prevalence of raised blood pressure, but change in the high-blood-pressure tail of the distribution has also contributed to the change in prevalence, especially in older age groups.
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van Roekel EH, Trijsburg L, Assi N, Carayol M, Achaintre D, Murphy N, Rinaldi S, Schmidt JA, Stepien M, Kaaks R, Kühn T, Boeing H, Iqbal K, Palli D, Krogh V, Tumino R, Ricceri F, Panico S, Peeters PH, Bueno-de-Mesquita B, Ardanaz E, Lujan-Barroso L, Quirós JR, Huerta JM, Molina-Portillo E, Dorronsoro M, Tsilidis KK, Riboli E, Rostgaard-Hansen AL, Tjønneland A, Overvad K, Weiderpass E, Boutron-Ruault MC, Severi G, Trichopoulou A, Karakatsani A, Kotanidou A, Håkansson A, Malm J, Weijenberg MP, Gunter MJ, Jenab M, Johansson M, Travis RC, Scalbert A, Ferrari P. Circulating Metabolites Associated with Alcohol Intake in the European Prospective Investigation into Cancer and Nutrition Cohort. Nutrients 2018; 10:E654. [PMID: 29789452 PMCID: PMC5986533 DOI: 10.3390/nu10050654] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Revised: 05/11/2018] [Accepted: 05/17/2018] [Indexed: 01/10/2023] Open
Abstract
Identifying the metabolites associated with alcohol consumption may provide insights into the metabolic pathways through which alcohol may affect human health. We studied associations of alcohol consumption with circulating concentrations of 123 metabolites among 2974 healthy participants from the European Prospective Investigation into Cancer and Nutrition (EPIC) study. Alcohol consumption at recruitment was self-reported through dietary questionnaires. Metabolite concentrations were measured by tandem mass spectrometry (BIOCRATES AbsoluteIDQTM p180 kit). Data were randomly divided into discovery (2/3) and replication (1/3) sets. Multivariable linear regression models were used to evaluate confounder-adjusted associations of alcohol consumption with metabolite concentrations. Metabolites significantly related to alcohol intake in the discovery set (FDR q-value < 0.05) were further tested in the replication set (Bonferroni-corrected p-value < 0.05). Of the 72 metabolites significantly related to alcohol intake in the discovery set, 34 were also significant in the replication analysis, including three acylcarnitines, the amino acid citrulline, four lysophosphatidylcholines, 13 diacylphosphatidylcholines, seven acyl-alkylphosphatidylcholines, and six sphingomyelins. Our results confirmed earlier findings that alcohol consumption was associated with several lipid metabolites, and possibly also with specific acylcarnitines and amino acids. This provides further leads for future research studies aiming at elucidating the mechanisms underlying the effects of alcohol in relation to morbid conditions.
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Affiliation(s)
- Eline H van Roekel
- Department of Epidemiology, GROW School for Oncology and Developmental Biology, Maastricht University, 6229 HA Maastricht, The Netherlands.
| | - Laura Trijsburg
- Nutritional Methodology and Biostatistics Group, Nutrition and Metabolism Section, International Agency for Research on Cancer (IARC-WHO), 69372 Lyon, France.
| | - Nada Assi
- Nutritional Methodology and Biostatistics Group, Nutrition and Metabolism Section, International Agency for Research on Cancer (IARC-WHO), 69372 Lyon, France.
| | - Marion Carayol
- Epidaure, Prevention Department of the Institut régional du Cancer de Montpellier (ICM), 34298 Montpellier, France.
- Laboratoire Epsylon, Paul Valery University of Montpellier, 34090 Montpellier, France.
| | - David Achaintre
- Biomarkers Group, Nutrition and Metabolism Section, International Agency for Research on Cancer (IARC-WHO), 69372 Lyon, France.
| | - Neil Murphy
- Nutritional Epidemiology Group, Nutrition and Metabolism Section, International Agency for Research on Cancer (IARC-WHO), 69372 Lyon, France.
| | - Sabina Rinaldi
- Biomarkers Group, Nutrition and Metabolism Section, International Agency for Research on Cancer (IARC-WHO), 69372 Lyon, France.
| | - Julie A Schmidt
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK.
| | - Magdalena Stepien
- Nutritional Epidemiology Group, Nutrition and Metabolism Section, International Agency for Research on Cancer (IARC-WHO), 69372 Lyon, France.
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.
| | - Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, 14558 Nuthetal, Germany.
| | - Khalid Iqbal
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, 14558 Nuthetal, Germany.
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute-ISPO, 50141 Florence, Italy.
| | - Vittorio Krogh
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy.
| | - Rosario Tumino
- Cancer Registry and Histopathology Department, Civic-M.P.Arezzo Hospital, ASP, 97100 Ragusa, Italy.
| | - Fulvio Ricceri
- Department of Clinical and Biological Sciences, University of Turin, 10124 Turin, Italy.
- Unit of Epidemiology, Regional Health Service ASL TO3, 10095 Turin, Italy.
| | - Salvatore Panico
- Dipartimento di Medicina Clinica e Chirurgia, Federico II University, 80138 Naples, Italy.
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, 3508 GA Utrecht, The Netherlands.
| | - Bas Bueno-de-Mesquita
- Former Senior Scientist, Dept. for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), 3721 MA Bilthoven, The Netherlands.
- Former Associate Professor, Department of Gastroenterology and Hepatology, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands.
- Visiting Professor, Dept. of Epidemiology and Biostatistics, The School of Public Health, Imperial College, London SW7 2AZ, UK.
- Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur 50603, Malaysia.
| | - Eva Ardanaz
- Navarra Public Health Institute, 31003 Pamplona, Spain.
- IdiSNA, Navarra Institute for Health Research, 31008 Pamplona, Spain.
- CIBER de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain.
| | - Leila Lujan-Barroso
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, 08908 Barcelona, Spain.
| | | | - José M Huerta
- CIBER de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain.
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, 30008 Murcia, Spain.
| | - Elena Molina-Portillo
- CIBER de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain.
- Escuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria ibs, GRANADA, Hospitales Universitarios de Granada/Universidad de Granada, 18010 Granada, Spain.
| | - Miren Dorronsoro
- Basque Regional Health Department, Public Health Direction and Biodonostia Research Institute CIBERESP, 20014 Donostia, Spain.
| | - Konstantinos K Tsilidis
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London SW7 2AZ, UK.
- Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, 45110 Ioannina, Greece.
| | - Elio Riboli
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London SW7 2AZ, UK.
| | | | - Anne Tjønneland
- Danish Cancer Society Research Center, 2100 Copenhagen, Denmark.
| | - Kim Overvad
- Department of Public Health, Section for Epidemiology, Aarhus University, 8000 Aarhus, Denmark.
- Department of Cardiology, Aalborg University Hospital, 9100 Aalborg, Denmark.
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, 9019 Tromsø, Norway.
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, NO-0304 Oslo, Norway.
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, 171 77 Stockholm, Sweden.
- Genetic Epidemiology Group, Folkhälsan Research Center, 00290 Helsinki, Finland.
| | - Marie-Christine Boutron-Ruault
- CESP "Health across Generations", INSERM, Univ Paris-Sud, UVSQ, Univ Paris-Saclay, 94800 Villejuif, France.
- Gustave Roussy, 94800 Villejuif, France.
| | - Gianluca Severi
- CESP "Health across Generations", INSERM, Univ Paris-Sud, UVSQ, Univ Paris-Saclay, 94800 Villejuif, France.
- Gustave Roussy, 94800 Villejuif, France.
- Cancer Epidemiology Centre, Cancer Council Victoria and Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC 3010, Australia.
| | - Antonia Trichopoulou
- Hellenic Health Foundation, 115 27 Athens, Greece.
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, 157 72 Athens, Greece.
| | - Anna Karakatsani
- Hellenic Health Foundation, 115 27 Athens, Greece.
- 2nd Pulmonary Medicine Department, School of Medicine, National and Kapodistrian University of Athens, "ATTIKON" University Hospital, 124 62 Haidari, Greece.
| | - Anastasia Kotanidou
- Hellenic Health Foundation, 115 27 Athens, Greece.
- 1st Department of Critical Care Medicine & Pulmonary Services, University of Athens Medical School, Evangelismos Hospital, 10675 Athens, Greece.
| | - Anders Håkansson
- Lund University, Faculty of Medicine, Department of Clinical Sciences Lund, Psychiatry, SE-221 00 Lund, Sweden.
| | - Johan Malm
- Department of Translational Medicine, Clinical Chemistry, Lund University, Skåne University Hospital, 205 02 Malmö, Sweden.
| | - Matty P Weijenberg
- Department of Epidemiology, GROW School for Oncology and Developmental Biology, Maastricht University, 6229 HA Maastricht, The Netherlands.
| | - Marc J Gunter
- Nutritional Epidemiology Group, Nutrition and Metabolism Section, International Agency for Research on Cancer (IARC-WHO), 69372 Lyon, France.
| | - Mazda Jenab
- Nutritional Epidemiology Group, Nutrition and Metabolism Section, International Agency for Research on Cancer (IARC-WHO), 69372 Lyon, France.
| | - Mattias Johansson
- Genetic Epidemiology Group, Section of Genetics, International Agency for Research on Cancer (IARC-WHO), 69372 Lyon, France.
| | - Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK.
| | - Augustin Scalbert
- Biomarkers Group, Nutrition and Metabolism Section, International Agency for Research on Cancer (IARC-WHO), 69372 Lyon, France.
| | - Pietro Ferrari
- Nutritional Methodology and Biostatistics Group, Nutrition and Metabolism Section, International Agency for Research on Cancer (IARC-WHO), 69372 Lyon, France.
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Campa D, Barrdahl M, Santoro A, Severi G, Baglietto L, Omichessan H, Tumino R, Bueno-de-Mesquita HB, Peeters PH, Weiderpass E, Chirlaque MD, Rodríguez-Barranco M, Agudo A, Gunter M, Dossus L, Krogh V, Matullo G, Trichopoulou A, Travis RC, Canzian F, Kaaks R. Mitochondrial DNA copy number variation, leukocyte telomere length, and breast cancer risk in the European Prospective Investigation into Cancer and Nutrition (EPIC) study. Breast Cancer Res 2018; 20:29. [PMID: 29665866 PMCID: PMC5905156 DOI: 10.1186/s13058-018-0955-5] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Accepted: 03/13/2018] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Leukocyte telomere length (LTL) and mitochondrial genome (mtDNA) copy number and deletions have been proposed as risk markers for various cancer types, including breast cancer (BC). METHODS To gain a more comprehensive picture on how these markers can modulate BC risk, alone or in conjunction, we performed simultaneous measurements of LTL and mtDNA copy number in up to 570 BC cases and 538 controls from the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort. As a first step, we measured LTL and mtDNA copy number in 96 individuals for which a blood sample had been collected twice with an interval of 15 years. RESULTS According to the intraclass correlation (ICC), we found very good stability over the time period for both measurements, with ICCs of 0.63 for LTL and 0.60 for mtDNA copy number. In the analysis of the entire study sample, we observed that longer LTL was strongly associated with increased risk of BC (OR 2.71, 95% CI 1.58-4.65, p = 3.07 × 10- 4 for highest vs. lowest quartile; OR 3.20, 95% CI 1.57-6.55, p = 1.41 × 10- 3 as a continuous variable). We did not find any association between mtDNA copy number and BC risk; however, when considering only the functional copies, we observed an increased risk of developing estrogen receptor-positive BC (OR 2.47, 95% CI 1.05-5.80, p = 0.04 for highest vs. lowest quartile). CONCLUSIONS We observed a very good correlation between the markers over a period of 15 years. We confirm a role of LTL in BC carcinogenesis and suggest an effect of mtDNA copy number on BC risk.
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Affiliation(s)
- Daniele Campa
- Department of Biology, University of Pisa, Pisa, Italy
| | - Myrto Barrdahl
- Division of Cancer Epidemiology, German Cancer Research Center/Deutsches Krebsforschungszentrum (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Aurelia Santoro
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy
| | - Gianluca Severi
- Centre de Recherche en épidémiologie et Santé des populations (CESP), Faculté de médecine - Université Paris-Sud, Faculté de médecine - Université de Versailles Saint-Quentin-en-Yvelines (UVSQ), Institut national de la santé et de la recherche médicale (INSERM), Université Paris-Saclay, 94805 Villejuif, France
- Institut Gustave Roussy, F-94805 Villejuif, France
| | - Laura Baglietto
- Centre de Recherche en épidémiologie et Santé des populations (CESP), Faculté de médecine - Université Paris-Sud, Faculté de médecine - Université de Versailles Saint-Quentin-en-Yvelines (UVSQ), Institut national de la santé et de la recherche médicale (INSERM), Université Paris-Saclay, 94805 Villejuif, France
- Institut Gustave Roussy, F-94805 Villejuif, France
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Hanane Omichessan
- Centre de Recherche en épidémiologie et Santé des populations (CESP), Faculté de médecine - Université Paris-Sud, Faculté de médecine - Université de Versailles Saint-Quentin-en-Yvelines (UVSQ), Institut national de la santé et de la recherche médicale (INSERM), Université Paris-Saclay, 94805 Villejuif, France
- Institut Gustave Roussy, F-94805 Villejuif, France
| | - Rosario Tumino
- Cancer Registry and Histopathology Department, “Civic - M.P. Arezzo” Hospital, Azienda Sanitaria Provinciale Di Ragusa, Ragusa, Italy
| | - H. B(as). Bueno-de-Mesquita
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), PO Box 1, 3720 BA Bilthoven, The Netherlands
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, St. Mary’s Campus, Norfolk Place, London, W2 1PG UK
- Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Pantai Valley, 50603 Kuala Lumpur, Malaysia
| | - Petra H. Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Epidemiology and Biostatistics, Medical Research Council-Public Health England (MRC-PHE) Centre for Environment and Health, School of Public Health, Imperial College London, London, UK
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
| | - Maria-Dolores Chirlaque
- Department of Epidemiology, Regional Health Council, Biomedical Research Institute of Murcia (IMIB-Arrixaca), Murcia, Spain
- Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Health and Social Sciences, Universidad de Murcia, Murcia, Spain
| | - Miguel Rodríguez-Barranco
- Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Health and Social Sciences, Universidad de Murcia, Murcia, Spain
- Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria (ibs.GRANADA), Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
| | - Antonio Agudo
- Unit of Nutrition and Cancer, Bellvitge Biomedical Research Institute (IDIBELL), Catalan Institute of Oncology, L’Hospitalet de Llobregat, 08908 Barcelona, Spain
| | - Marc Gunter
- International Agency for Research on Cancer, Lyon, France
| | - Laure Dossus
- International Agency for Research on Cancer, Lyon, France
| | - Vittorio Krogh
- Epidemiology and Prevention Unit, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS)-Istituto Nazionale dei Tumori, Via Venezian, 120133 Milan, Italy
| | - Giuseppe Matullo
- Department Medical Sciences, University of Torino and Human Genetics Foundation (HuGeF), Torino, Italy
| | | | - Ruth C. Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health University of Oxford, Oxford, OX3 0NR UK
| | - Federico Canzian
- Genomic Epidemiology Group, German Cancer Research Center/Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center/Deutsches Krebsforschungszentrum (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
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Agudo A, Cayssials V, Bonet C, Tjønneland A, Overvad K, Boutron-Ruault MC, Affret A, Fagherazzi G, Katzke V, Schübel R, Trichopoulou A, Karakatsani A, La Vecchia C, Palli D, Grioni S, Tumino R, Ricceri F, Panico S, Bueno-de-Mesquita B, Peeters PH, Weiderpass E, Skeie G, Nøst TH, Lasheras C, Rodríguez-Barranco M, Amiano P, Chirlaque MD, Ardanaz E, Ohlsson B, Dias JA, Nilsson LM, Myte R, Khaw KT, Perez-Cornago A, Gunter M, Huybrechts I, Cross AJ, Tsilidis K, Riboli E, Jakszyn P. Inflammatory potential of the diet and risk of gastric cancer in the European Prospective Investigation into Cancer and Nutrition (EPIC) study. Am J Clin Nutr 2018; 107:607-616. [PMID: 29635497 DOI: 10.1093/ajcn/nqy002] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Accepted: 12/26/2017] [Indexed: 12/13/2022] Open
Abstract
Background Chronic inflammation plays a critical role in the pathogenesis of the 2 major types of gastric cancer. Several foods, nutrients, and nonnutrient food components seem to be involved in the regulation of chronic inflammation. Objective We assessed the association between the inflammatory potential of the diet and the risk of gastric carcinoma, overall and for the 2 major subsites: cardia cancers and noncardia cancers. Design A total of 476,160 subjects (30% men, 70% women) from the European Investigation into Cancer and Nutrition (EPIC) study were followed for 14 y, during which 913 incident cases of gastric carcinoma were identified, including 236 located in the cardia, 341 in the distal part of the stomach (noncardia), and 336 with overlapping or unknown tumor site. The dietary inflammatory potential was assessed by means of an inflammatory score of the diet (ISD), calculated with the use of 28 dietary components and their corresponding inflammatory scores. The association between the ISD and gastric cancer risk was estimated by HRs and 95% CIs calculated by multivariate Cox regression models adjusted for confounders. Results The inflammatory potential of the diet was associated with an increased risk of gastric cancer. The HR (95% CI) for each increase in 1 SD of the ISD were 1.25 (1.12, 1.39) for all gastric cancers, 1.30 (1.06, 1.59) for cardia cancers, and 1.07 (0.89, 1.28) for noncardia cancers. The corresponding values for the highest compared with the lowest quartiles of the ISD were 1.66 (1.26, 2.20), 1.94 (1.14, 3.30), and 1.07 (0.70, 1.70), respectively. Conclusions Our results suggest that low-grade chronic inflammation induced by the diet may be associated with gastric cancer risk. This pattern seems to be more consistent for gastric carcinomas located in the cardia than for those located in the distal stomach. This study is listed on the ISRCTN registry as ISRCTN12136108.
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Affiliation(s)
- Antonio Agudo
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Valerie Cayssials
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Catalina Bonet
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Anne Tjønneland
- Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Kim Overvad
- Department of Epidemiology, School of Public Health, Aarhus University, Aarhus, Denmark
| | | | - Aurélie Affret
- CESP, INSERM U1018, Univ. Paris-Sud, UVSQ, Université Paris-Saclay, Villejuif, France
- Gustave Roussy, Villejuif, France
| | - Guy Fagherazzi
- CESP, INSERM U1018, Univ. Paris-Sud, UVSQ, Université Paris-Saclay, Villejuif, France
- Gustave Roussy, Villejuif, France
| | - Verena Katzke
- German Cancer Research Center (DKFZ), Division of Cancer Epidemiology, Heidelberg, Germany
| | - Ruth Schübel
- German Cancer Research Center (DKFZ), Division of Cancer Epidemiology, Heidelberg, Germany
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Greece
| | - Anna Karakatsani
- Hellenic Health Foundation, Athens, Greece
- 2nd Pulmonary Medicine Department, School of Medicine, National and Kapodistrian University of Athens, "ATTIKON" University Hospital, Haidari, Greece
| | - Carlo La Vecchia
- Hellenic Health Foundation, Athens, Greece
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute-ISPO, Florence, Italy
| | - Sara Grioni
- Epidemiology and Prevention Unit, Fondazione IRCCS, Istituto Nazionale dei Tumori, Milan, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Department, "Civic-M.P.Arezzo" Hospital, Ragusa, Italy
| | - Fulvio Ricceri
- Department of Clinical and Biological Sciences, University of Turin, Turin, Italy
- Unit of Epidemiology, Regional Health Service ASL TO3, Grugliasco, Italy
| | - Salvatore Panico
- Dipartamento di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy
| | - Bas Bueno-de-Mesquita
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Gastroenterology and Hepatology, University Medical Centre, Utrecht, The Netherlands
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, United Kingdom
- Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
| | - Guri Skeie
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | - Theresa H Nøst
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | - Cristina Lasheras
- Departamento de Biología Funcional, Facultad de Medicina, Universidad de Oviedo, Asturias, Spain
| | - Miguel Rodríguez-Barranco
- Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria ibs. GRANADA, Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
| | - Pilar Amiano
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
- Public Health Department of Gipuzkoa, Government of the Basque Country, San Sebastian, Spain
- BioDonostia Research Institute, San Sebastian, Spain
| | - María-Dolores Chirlaque
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
- Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Department of Health and Social Sciences, University of Murcia, Murcia, Spain
| | - Eva Ardanaz
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
- Navarra Public Health Institute, IdiSNA (Navarra Institute for Health Research), Pamplona, Spain
| | - Bodil Ohlsson
- Lund University, Skane University Hospital, Division of Internal Medicine, Malmö, Sweden
| | - Joana A Dias
- Nutritional Epidemiology, Department of Clinical Sciences Malmö, Lund University. Malmö, Sweden
| | - Lena M Nilsson
- Public Health and Clinical Medicine, Nutritional Research and
| | - Robin Myte
- Public Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Kay-Tee Khaw
- University of Cambridge, Cambridge, United Kingdom
| | - Aurora Perez-Cornago
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Marc Gunter
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon, France
| | - Inge Huybrechts
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon, France
| | - Amanda J Cross
- School of Public Health, Imperial College London, United Kingdom
| | - Kostas Tsilidis
- School of Public Health, Imperial College London, United Kingdom
- Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
| | - Elio Riboli
- School of Public Health, Imperial College London, United Kingdom
| | - Paula Jakszyn
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
- Facultat Ciències Salut Blanquerna, Universitat Ramon Llull, Barcelona, Spain
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32
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Fortner RT, Schock H, Le Cornet C, Hüsing A, Vitonis AF, Johnson TS, Fichorova RN, Fashemi T, Yamamoto HS, Tjønneland A, Hansen L, Overvad K, Boutron-Ruault MC, Kvaskoff M, Severi G, Boeing H, Trichopoulou A, Papatesta EM, Vecchia CL, Palli D, Sieri S, Tumino R, Sacerdote C, Mattiello A, Onland-Moret NC, Peeters PH, Bueno-de-Mesquita H, Weiderpass E, Quirós JR, Duell EJ, Sánchez MJ, Navarro C, Ardanaz E, Larrañaga N, Nodin B, Jirström K, Idahl A, Lundin E, Khaw KT, Travis RC, Gunter M, Johansson M, Dossus L, Merritt MA, Riboli E, Terry KL, Cramer DW, Kaaks R. Ovarian cancer early detection by circulating CA125 in the context of anti-CA125 autoantibody levels: Results from the EPIC cohort. Int J Cancer 2018; 142:1355-1360. [PMID: 29159934 PMCID: PMC5805613 DOI: 10.1002/ijc.31164] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Revised: 09/25/2017] [Accepted: 10/26/2017] [Indexed: 01/12/2023]
Abstract
CA125 is the best ovarian cancer early detection marker to date; however, sensitivity is limited and complementary markers are required to improve discrimination between ovarian cancer cases and non-cases. Anti-CA125 autoantibodies are observed in circulation. Our objective was to evaluate whether these antibodies (1) can serve as early detection markers, providing evidence of an immune response to a developing tumor, and (2) modify the discriminatory capacity of CA125 by either masking CA125 levels (resulting in lower discrimination) or acting synergistically to improve discrimination between cases and non-cases. We investigated these objectives using a nested case-control study within the European Prospective Investigation into Cancer and Nutrition cohort (EPIC) including 250 cases diagnosed within 4 years of blood collection and up to four matched controls. Circulating CA125 antigen and antibody levels were quantified using an electrochemiluminescence assay. Adjusted areas under the curve (aAUCs) by 2-year lag-time intervals were calculated using conditional logistic regression calibrated toward the absolute risk estimates from a pre-existing epidemiological risk model as an offset-variable. Anti-CA125 levels alone did not discriminate cases from controls. For cases diagnosed <2 years after blood collection, discrimination by CA125 antigen was suggestively higher with higher anti-CA125 levels (aAUC, highest antibody tertile: 0.84 [0.76-0.92]; lowest tertile: 0.76 [0.67-0.86]; phet = 0.06). We provide the first evidence of potentially synergistic discrimination effects of CA125 and anti-CA125 antibodies in ovarian early detection. If these findings are replicated, evaluating CA125 in the context of its antibody may improve ovarian cancer early detection.
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Affiliation(s)
- Renée T. Fortner
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Helena Schock
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Charlotte Le Cornet
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Anika Hüsing
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Allison F. Vitonis
- Ob/Gyn Epidemiology Center, Brigham and Women's Hospital, Boston, Massachusetts
| | - Theron S. Johnson
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Raina N. Fichorova
- Obstetrics, Gynecology and Reproductive Biology, Harvard Medical School, Boston, Massachusetts
- Laboratory of Genital Tract Biology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Titilayo Fashemi
- Laboratory of Genital Tract Biology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Hidemi S. Yamamoto
- Laboratory of Genital Tract Biology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Anne Tjønneland
- Unit of Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Louise Hansen
- Unit of Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Kim Overvad
- Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark
| | - Marie-Christine Boutron-Ruault
- INSERM, Centre for Research in Epidemiology and Population Health (CESP), U1018, Nutrition, Hormones and Women’s Health team, F-94805, Villejuif, France
- Université Paris Sud, UMRS 1018, F-94805, Villejuif, France
- Gustave Roussy, F-94805, Villejuif, France
| | - Marina Kvaskoff
- INSERM, Centre for Research in Epidemiology and Population Health (CESP), U1018, Nutrition, Hormones and Women’s Health team, F-94805, Villejuif, France
- Université Paris Sud, UMRS 1018, F-94805, Villejuif, France
- Gustave Roussy, F-94805, Villejuif, France
| | - Gianluca Severi
- INSERM, Centre for Research in Epidemiology and Population Health (CESP), U1018, Nutrition, Hormones and Women’s Health team, F-94805, Villejuif, France
- Université Paris Sud, UMRS 1018, F-94805, Villejuif, France
- Gustave Roussy, F-94805, Villejuif, France
- Human Genetics Foundation (HuGeF), Torino, Italy
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Dept. of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Greece
| | | | - Carlo La Vecchia
- Hellenic Health Foundation, Athens, Greece
- Dept. of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute – ISPO, Florence, Italy
| | - Sabina Sieri
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, "Civic - M.P-Arezzo" Hospital, ASP Ragusa, Italy
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy
| | - Amalia Mattiello
- Dipartimeno di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy
| | - N. Charlotte Onland-Moret
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Netherlands
| | - Petra H. Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Netherlands
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK
| | - H.B(as). Bueno-de-Mesquita
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, United Kingdom
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
| | | | - Eric J Duell
- Cancer Epidemiology Research Program, Bellvitge Biomedical Research Institute (IDIBELL), Catalan Institute of Oncology (ICO), Barcelona, Spain
| | - Maria-Jose Sánchez
- Escuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria ibs.GRANADA. Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
| | - Carmen Navarro
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
| | - Eva Ardanaz
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
- Navarra Public Health Institute, Pamplona, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
| | - Nerea Larrañaga
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
- Public Health Division of Gipuzkoa, Regional Government of the Basque Country, Spain
| | - Björn Nodin
- Department of Clinical Sciences Lund, Division of Oncology and Pathology, Lund University, Lund, Sweden
| | - Karin Jirström
- Department of Clinical Sciences Lund, Division of Oncology and Pathology, Lund University, Lund, Sweden
| | - Annika Idahl
- Department of Clinical Sciences, Obstetrics and Gynecology, Umeå University, Umeå, Sweden
- Department of Public Health and Clinical Medicine, Nutritional Research, Umeå University, Umeå, Sweden
| | - Eva Lundin
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Kay-Tee Khaw
- Cancer Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom
| | - Ruth C. Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health University of Oxford, Oxford UK
| | - Marc Gunter
- International Agency for Research on Cancer, Lyon, France
| | | | - Laure Dossus
- International Agency for Research on Cancer, Lyon, France
| | - Melissa A. Merritt
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, United Kingdom
| | - Elio Riboli
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, United Kingdom
| | - Kathryn L. Terry
- Ob/Gyn Epidemiology Center, Brigham and Women's Hospital, Boston, Massachusetts
- Obstetrics, Gynecology and Reproductive Biology, Harvard Medical School, Boston, Massachusetts
| | - Daniel W. Cramer
- Ob/Gyn Epidemiology Center, Brigham and Women's Hospital, Boston, Massachusetts
- Obstetrics, Gynecology and Reproductive Biology, Harvard Medical School, Boston, Massachusetts
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
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Dossus L, Franceschi S, Biessy C, Navionis AS, Travis RC, Weiderpass E, Scalbert A, Romieu I, Tjønneland A, Olsen A, Overvad K, Boutron-Ruault MC, Bonnet F, Fournier A, Fortner RT, Kaaks R, Aleksandrova K, Trichopoulou A, La Vecchia C, Peppa E, Tumino R, Panico S, Palli D, Agnoli C, Vineis P, Bueno-de-Mesquita HBA, Peeters PH, Skeie G, Zamora-Ros R, Chirlaque MD, Ardanaz E, Sánchez MJ, Ramón Quirós J, Dorronsoro M, Sandström M, Nilsson LM, Schmidt JA, Khaw KT, Tsilidis KK, Aune D, Riboli E, Rinaldi S. Adipokines and inflammation markers and risk of differentiated thyroid carcinoma: The EPIC study. Int J Cancer 2018; 142:1332-1342. [PMID: 29168186 DOI: 10.1002/ijc.31172] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Revised: 10/23/2017] [Accepted: 11/03/2017] [Indexed: 01/13/2023]
Abstract
Other than the influence of ionizing radiation and benign thyroid disease, little is known about the risk factors for differentiated thyroid cancer (TC) which is an increasing common cancer worldwide. Consistent evidence shows that body mass is positively associated with TC risk. As excess weight is a state of chronic inflammation, we investigated the relationship between concentrations of leptin, adiponectin, C-reactive protein, interleukin (IL)-6, IL-10 and tumor necrosis factor (TNF)-α and the risk of TC. A case-control study was nested within the European Prospective Investigation into Cancer and Nutrition (EPIC) study and included 475 first primary incident TC cases (399 women and 76 men) and 1,016 matched cancer-free cohort participants. Biomarkers were measured in serum samples using validated and highly sensitive commercially available immunoassays. Odds ratios (ORs) of TC by levels of each biomarker were estimated using conditional logistic regression models, adjusting for BMI and alcohol consumption. Adiponectin was inversely associated with TC risk among women (ORT3vs.T1 = 0.69, 95% CI: 0.49-0.98, Ptrend = 0.04) but not among men (ORT3vs.T1 = 1.36, 95% CI: 0.67-2.76, Ptrend = 0.37). Increasing levels of IL-10 were positively associated with TC risk in both genders and significantly so in women (ORT3vs.T1 = 1.59, 95% CI: 1.13-2.25, Ptrend = 0.01) but not in men (ORT3vs.T1 = 1.78, 95% CI: 0.80-3.98, Ptrend = 0.17). Leptin, CRP, IL-6 and TNF-α were not associated with TC risk in either gender. These results indicate a positive association of TC risk with IL-10 and a negative association with adiponectin that is probably restricted to women. Inflammation may play a role in TC in combination with or independently of excess weight.
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Affiliation(s)
- Laure Dossus
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon, France
| | - Silvia Franceschi
- Infections Section, International Agency for Research on Cancer, Lyon, France
| | - Carine Biessy
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon, France
| | - Anne-Sophie Navionis
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon, France
| | - Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
- Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
| | - Augustin Scalbert
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon, France
| | - Isabelle Romieu
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon, France
- Center for Research on Population Health, National Institute of Public Health, Cuernavaca, Morelos, Mexico
- Hubert Department of Global Health, Emory University, Atlanta, GA
| | | | - Anja Olsen
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Kim Overvad
- Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark
| | - Marie-Christine Boutron-Ruault
- CESP, INSERM U1018, Univ. Paris-Sud, UVSQ, Université Paris-Saclay, Villejuif Cedex, France
- Gustave Roussy, Villejuif, France
| | - Fabrice Bonnet
- CESP, INSERM U1018, Univ. Paris-Sud, UVSQ, Université Paris-Saclay, Villejuif Cedex, France
- Gustave Roussy, Villejuif, France
- Department of Endocrinology, Rennes University Hospital (CHU), Rennes, France
- Rennes 1 University, Rennes, France
| | - Agnès Fournier
- CESP, INSERM U1018, Univ. Paris-Sud, UVSQ, Université Paris-Saclay, Villejuif Cedex, France
- Gustave Roussy, Villejuif, France
| | - Renee T Fortner
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | | | | | - Carlo La Vecchia
- Hellenic Health Foundation, Athens, Greece
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
| | | | - Rosario Tumino
- Cancer Registry and Histopathology Department, "Civic-M.P. Arezzo" Hospital, ASP Ragusa, Italy
| | - Salvatore Panico
- Dipartimento di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute - ISPO, Florence, Italy
| | - Claudia Agnoli
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Paolo Vineis
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
- Italian Institute for Genomic Medicine (IIGM), Torino, Italy
| | - H B As Bueno-de-Mesquita
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Gastroenterology and Hepatology, University Medical Centre, Utrecht, The Netherlands
- Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Pantai Valley, Kuala Lumpur, Malaysia
| | - Petra H Peeters
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht, The Netherlands
| | - Guri Skeie
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | - Raul Zamora-Ros
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - María-Dolores Chirlaque
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council, Murcia, Spain
- Department of Health and Social Sciences, Universidad de Murcia, Murcia, Spain
| | - Eva Ardanaz
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Navarra Public Health Institute, Pamplona, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
| | - Maria-Jose Sánchez
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria (ibs.GRANADA), Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
| | | | - Miren Dorronsoro
- Basque Regional Health Department, Public Health Direction and Biodonostia Research Institute CIBERESP, San Sebastian, Spain
| | - Maria Sandström
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Lena Maria Nilsson
- Department of Public Health and Clinical Medicine, Nutritional Research, Umeå University, Umeå, Sweden
| | - Julie A Schmidt
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Kay-Tee Khaw
- Cancer Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom
| | - Konstantinos K Tsilidis
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
- Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
| | - Dagfinn Aune
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
- Bjørknes University College, Oslo, Norway
| | - Elio Riboli
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
| | - Sabina Rinaldi
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon, France
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van Vulpen JK, Sweegers MG, Kalter J, Peeters PH, Courneya KS, Newton RU, Aaronson NK, Jacobsen PB, Steindorf K, Stuiver MM, Hayes S, Mesters I, Knoop H, Goedendorp M, Mutrie N, Thorsen L, Schmidt M, Sonke GS, Bohus M, James EL, Oldenburg HS, Velthuis MJ, Nollet F, Wenzel J, Wiskemann J, Galvão DA, Chinapaw MJ, Irwin ML, Griffith KA, van Weert E, Daley AJ, McConnachie A, Schulz KH, Short CE, Plotnikoff RC, Potthoff K, van Beurden M, van Harten WH, Schmitz KH, Winters-Stone KM, Taaffe DR, van Mechelen W, Kersten MJ, Verdonck-de Leeuw IM, Brug J, Buffart LM, May AM. Abstract P6-12-06: Effect and moderators of exercise on fatigue in patients with breast cancer: Meta-analysis of individual patient data. Cancer Res 2018. [DOI: 10.1158/1538-7445.sabcs17-p6-12-06] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background - Fatigue is one of the most common and disabling complaints in patients with breast cancer and can effectively be reduced by physical exercise, with small to moderate effect sizes. To identify heterogeneity in responses to exercise and to further personalize exercise prescriptions, moderators of exercise effects on fatigue should be investigated. However, most randomized controlled trials (RCTs) are not adequately powered for such analyses. Therefore we conducted meta-analyses using the individual patient data of several exercise RCTs. The aim is to investigate the effect and moderators of physical exercise on cancer-related fatigue in patients with breast cancer.
Methods - Within the Predicting OptimaL cAncer RehabIlitation and Supportive care (POLARIS) consortium, principal investigators of 34 exercise RCTs worldwide have shared their individual patient data. Twenty-two of these RCTs included patients with breast cancer with a total sample size of 3,061. Different questionnaires to assess level of fatigue were used, which was acknowledged by using z-scores in the analysis. A one-step individual patient data meta-analysis, using a linear mixed-effect model adjusted for baseline fatigue, with a random intercept on study (to account for study clustering) was undertaken to investigate effect of exercise on fatigue. The result, a between-group difference in z-scores, corresponds to a Cohen's d effect size. An interaction term was included in the model to assess potential moderators including demographic (age, marital status, education), clinical (body mass index, presence of distant metastasis), intervention-related (intervention timing, delivery mode and duration), and exercise-related (exercise type, frequency, intensity, duration) characteristics.
Results – Exercise significantly reduced fatigue reported by women with breast cancer (β= -0.15, 95% CI -0.21;-0.09). This effect did not differ significantly between patients with different demographic and clinical characteristics (p-valuesinteraction >0.05). Also, neither timing (during or post-treatment) and duration of the intervention, nor exercise-related factors moderated intervention effects on fatigue. Supervised exercise had significantly larger effects on fatigue than unsupervised exercise (βdifference= -0.17, 95%CI -0.28;-0.05). Compared to the control group, supervised exercise significantly improved fatigue (β = -0.21, 95%CI = -0.28;-0.14), while unsupervised exercise did not (β = -0.04, 95%CI = -0.14;0.06).
Conclusion – Exercise significantly reduces fatigue in patients with breast cancer across subgroups formed on the basis of age, marital status, education level, body mass index, and presence of distant metastasis. The effect of exercise is significantly larger when performed under supervision. Hence, exercise, and preferably supervised exercise, represents a viable intervention for the prevention and treatment of fatigue among patients with breast cancer.
Citation Format: van Vulpen JK, Sweegers MG, Kalter J, Peeters PH, Courneya KS, Newton RU, Aaronson NK, Jacobsen PB, Steindorf K, Stuiver MM, Hayes S, Mesters I, Knoop H, Goedendorp M, Mutrie N, Thorsen L, Schmidt M, Sonke GS, Bohus M, James EL, Oldenburg HS, Velthuis MJ, Nollet F, Wenzel J, Wiskemann J, Galvão DA, Chinapaw MJ, Irwin ML, Griffith KA, van Weert E, Daley AJ, McConnachie A, Schulz K-H, Short CE, Plotnikoff RC, Potthoff K, van Beurden M, van Harten WH, Schmitz KH, Winters-Stone KM, Taaffe DR, van Mechelen W, Kersten M-J, Verdonck-de Leeuw IM, Brug J, Buffart LM, May AM. Effect and moderators of exercise on fatigue in patients with breast cancer: Meta-analysis of individual patient data [abstract]. In: Proceedings of the 2017 San Antonio Breast Cancer Symposium; 2017 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2018;78(4 Suppl):Abstract nr P6-12-06.
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Affiliation(s)
- JK van Vulpen
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - MG Sweegers
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - J Kalter
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - PH Peeters
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - KS Courneya
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - RU Newton
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - NK Aaronson
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - PB Jacobsen
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - K Steindorf
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - MM Stuiver
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - S Hayes
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - I Mesters
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - H Knoop
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - M Goedendorp
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - N Mutrie
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - L Thorsen
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - M Schmidt
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - GS Sonke
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - M Bohus
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - EL James
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - HS Oldenburg
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - MJ Velthuis
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - F Nollet
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - J Wenzel
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - J Wiskemann
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - DA Galvão
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - MJ Chinapaw
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - ML Irwin
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - KA Griffith
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - E van Weert
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - AJ Daley
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - A McConnachie
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - K-H Schulz
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - CE Short
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - RC Plotnikoff
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - K Potthoff
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - M van Beurden
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - WH van Harten
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - KH Schmitz
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - KM Winters-Stone
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - DR Taaffe
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - W van Mechelen
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - M-J Kersten
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - IM Verdonck-de Leeuw
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - J Brug
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - LM Buffart
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
| | - AM May
- University Medical Center Utrecht, Utrecht, Netherlands; VU University Medical Center, Amsterdam, Netherlands; University of Alberta, Edmonton, Canada; Edith Cowan University, Joondalup, Australia; Netherlands Cancer Institute, Amsterdam, Netherlands; Moffitt Cancer Center and Research Institute, Tampa; German Cancer Research Center (DKFZ) and National Center for Tumor Disease (NCT), Heidelberg, Germany; Yale School of Public Health, New Haven; Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Australia; University of Maryland, Baltimore; Maastricht University, Maastricht, Netherlands; University of Groningen, Groningen, Netherlands; Academic Medical Center, Amsterdam, Netherlands; University of Edinburgh, Edinburgh, United Kingdom; University of Birmingham, Birmingham, United Kingdom; University of Glasgow, Glasgow, United Kingdom; Heidelberg University, Mannheim, Germany; Oslo University Hospital, Oslo, Norway; University Medical Center Hamburg-Eppendorf, Ham
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Reedijk M, Lenters V, Slottje P, Pijpe A, Peeters PH, Korevaar JC, Bueno-de-Mesquita B, Verschuren WMM, Verheij RA, Pieterson I, van Leeuwen FE, Rookus MA, Kromhout H, Vermeulen RCH. Cohort profile: LIFEWORK, a prospective cohort study on occupational and environmental risk factors and health in the Netherlands. BMJ Open 2018; 8:e018504. [PMID: 29431129 PMCID: PMC5829595 DOI: 10.1136/bmjopen-2017-018504] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
PURPOSE LIFEWORK is a large federated prospective cohort established in the Netherlands to quantify the health effects of occupational and environmental exposures. This cohort is also the Dutch contribution to the international Cohort Study of Mobile Phone Use and Health (COSMOS). In this paper, we describe the study design, ongoing data collection, baseline characteristics of participants and the repeatability of key questionnaire items. PARTICIPANTS 88 466 participants were enrolled in three cohort studies in 2011-2012. Exposure information was collected by a harmonised core questionnaire, or modelled based on occupational and residential histories; domains include air pollution (eg, nitrogen dioxide (NO2), particulate matter with diameter ≤2.5 µm (PM2.5)), noise, electromagnetic fields (EMF), mobile phone use, shift work and occupational chemical exposures. Chronic and subacute health outcomes are assessed by self-report and through linkage with health registries. FINDINGS TO DATE Participants had a median age of 51 years at baseline (range 19-87), and the majority are female (90%), with nurses being over-represented. Median exposure levels of NO2, PM2.5, EMF from base stations and noise at the participants' home addresses at baseline were 22.9 µg/m3, 16.6 µg/m3, 0.003 mWm2 and 53.1 dB, respectively. Twenty-two per cent of participants reported to have started using a mobile phone more than 10 years prior to baseline. Repeatability for self-reported exposures was moderate to high (weighted kappa range: 0.69-1) for a subset of participants (n=237) who completed the questionnaire twice. FUTURE PLANS We are actively and passively observing participants; we plan to administer a follow-up questionnaire every 4-5 years-the first follow-up will be completed in 2018-and linkage to cause-of-death and cancer registries occurs on a (bi)annual basis. This prospective cohort offers a unique, large and rich resource for research on contemporary occupational and environmental health risks and will contribute to the large international COSMOS study on mobile phone use and health.
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Affiliation(s)
- Marije Reedijk
- Division of Environmental Epidemiology, Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Virissa Lenters
- Division of Environmental Epidemiology, Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
| | - Pauline Slottje
- Division of Environmental Epidemiology, Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
- Department of General Practice and Elderly Care Medicine, Amsterdam Public Health Research Institute, VU University Medical Center, Utrecht, The Netherlands
| | - Anouk Pijpe
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Biostatistics and Epidemiology, Imperial College London, London, UK
| | - Joke C Korevaar
- Netherlands Institute for Health Services Research (NIVEL), Utrecht, The Netherlands
| | - Bas Bueno-de-Mesquita
- Department of Biostatistics and Epidemiology, Imperial College London, London, UK
- National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - W M Monique Verschuren
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
- National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - Robert A Verheij
- Netherlands Institute for Health Services Research (NIVEL), Utrecht, The Netherlands
| | - Inka Pieterson
- Division of Environmental Epidemiology, Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
| | - Flora E van Leeuwen
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Matti A Rookus
- Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Hans Kromhout
- Division of Environmental Epidemiology, Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
| | - Roel C H Vermeulen
- Division of Environmental Epidemiology, Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Biostatistics and Epidemiology, Imperial College London, London, UK
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36
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Zamora-Ros R, Béraud V, Franceschi S, Cayssials V, Tsilidis KK, Boutron-Ruault MC, Weiderpass E, Overvad K, Tjønneland A, Eriksen AK, Bonnet F, Affret A, Katzke V, Kühn T, Boeing H, Trichopoulou A, Valanou E, Karakatsani A, Masala G, Grioni S, de Magistris MS, Tumino R, Ricceri F, Skeie G, Parr CL, Merino S, Salamanca-Fernández E, Chirlaque MD, Ardanaz E, Amiano P, Almquist M, Drake I, Hennings J, Sandström M, Bueno-de-Mesquita HB, Peeters PH, Khaw KT, Wareham NJ, Schmidt JA, Perez-Cornago A, Aune D, Riboli E, Slimani N, Scalbert A, Romieu I, Agudo A, Rinaldi S. Consumption of fruits, vegetables and fruit juices and differentiated thyroid carcinoma risk in the European Prospective Investigation into Cancer and Nutrition (EPIC) study. Int J Cancer 2018; 142:449-459. [PMID: 28688112 PMCID: PMC6198931 DOI: 10.1002/ijc.30880] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Revised: 05/29/2017] [Accepted: 06/20/2017] [Indexed: 12/21/2022]
Abstract
Fruit and vegetable (F&V) intake is considered as probably protective against overall cancer risk, but results in previous studies are not consistent for thyroid cancer (TC). The purpose of this study is to examine the association between the consumption of fruits, vegetables, fruit juices and differentiated thyroid cancer risk within the European Prospective Investigation into Cancer and Nutrition (EPIC) study. The EPIC study is a cohort including over half a million participants, recruited between 1991 and 2000. During a mean follow-up of 14 years, 748 incident first primary differentiated TC cases were identified. F&V and fruit juice intakes were assessed through validated country-specific dietary questionnaires. Hazard ratios (HRs) and 95% confidence intervals (CIs) were estimated using Cox regression models adjusted for potential confounding factors. Comparing the highest versus lowest quartile of intake, differentiated TC risk was not associated with intakes of total F&V (HR: 0.89; 95% CI: 0.68-1.15; p-trend = 0.44), vegetables (HR: 0.89; 95% CI: 0.69-1.14; p-trend = 0.56), or fruit (HR: 1.00; 95% CI: 0.79-1.26; p-trend = 0.64). No significant association was observed with any individual type of vegetable or fruit. However, there was a positive borderline trend with fruit juice intake (HR: 1.23; 95% CI: 0.98-1.53; p-trend = 0.06). This study did not find any significant association between F&V intakes and differentiated TC risk; however a positive trend with fruit juice intake was observed, possibly related to its high sugar content.
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Affiliation(s)
- Raul Zamora-Ros
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Virginie Béraud
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | | | - Valerie Cayssials
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Konstantinos K. Tsilidis
- Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
- School of Public Health, Imperial College London, London, UK
| | - Marie-Christine Boutron-Ruault
- CESP, Université Paris-Sud, UVSQ, INSERM, Université Paris-Saclay, Villejuif, France
- Institut Gustave Roussy, F-94805, Villejuif, France
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, UiT, The Artic University of Tromsø, Tromsø, Norway
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
| | - Kim Overvad
- Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark
| | | | | | - Fabrice Bonnet
- CESP, Université Paris-Sud, UVSQ, INSERM, Université Paris-Saclay, Villejuif, France
- Institut Gustave Roussy, F-94805, Villejuif, France
- CHU Rennes, Rennes 1 University, Rennes, France
| | - Aurélie Affret
- CESP, Université Paris-Sud, UVSQ, INSERM, Université Paris-Saclay, Villejuif, France
- Institut Gustave Roussy, F-94805, Villejuif, France
| | - Verena Katzke
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Dept. of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Greece
| | | | - Anna Karakatsani
- Hellenic Health Foundation, Athens, Greece
- 2nd Pulmonary Medicine Department, School of Medicine, National and Kapodistrian University of Athens, “ATTIKON” University Hospital, Haidari, Greece
| | - Giovanna Masala
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute – ISPO, Florence, Italy
| | - Sara Grioni
- Nutritional Epidemiology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | - Rosario Tumino
- Cancer Registry and Histopathology Unit, "Civic M.P. Arezzo" Hospital, ASP Ragusa, Italy
| | - Fulvio Ricceri
- Department of Clinical and Biological Sciences, University of Turin, Turin, Italy
- Unit of Epidemiology, Regional Health Service ASL TO3, Grugliasco (TO), Italy
| | - Guri Skeie
- Department of Community Medicine, Faculty of Health Sciences, UiT, The Artic University of Tromsø, Tromsø, Norway
| | - Christine L Parr
- Domain of Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
| | | | - Elena Salamanca-Fernández
- Escuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria ibs.Granada. Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
| | - Maria-Dolores Chirlaque
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
- Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Department of Health and Social Sciences, Universidad de Murcia, Murcia, Spain
| | - Eva Ardanaz
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
- Navarra Public Health Institute, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA) Pamplona, Spain
| | - Pilar Amiano
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
- Public Health Division of Gipuzkoa, Regional Government of the Basque Country, Spain
| | - Martin Almquist
- Department of Surgery, University Hospital Lund, Lund, Sweden
- Malmö Diet and Cancer Study, University Hospital Malmö, Malmö, Sweden
| | - Isabel Drake
- Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
| | - Joakim Hennings
- Department of Surgical and Perioperative Sciences, Umeå University, Umeå, Sweden
| | - Maria Sandström
- Department for Radiation Sciences, Umeå University, Umeå, Sweden
| | - H. Bas Bueno-de-Mesquita
- School of Public Health, Imperial College London, London, UK
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - Petra H. Peeters
- School of Public Health, Imperial College London, London, UK
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Kay-Thee Khaw
- Department of Public Health and Primary Care, University of Cambridge, UK
| | - Nicholas J. Wareham
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | | | | | - Dagfinn Aune
- School of Public Health, Imperial College London, London, UK
- Department of Public Health and General Practice, Norwegian University of Science and Technology, Trondheim, Norway
- Bjørknes University College, Oslo, Norway
| | - Elio Riboli
- School of Public Health, Imperial College London, London, UK
| | - Nadia Slimani
- International Agency for Research on Cancer (IARC), Lyon, France
| | | | - Isabelle Romieu
- International Agency for Research on Cancer (IARC), Lyon, France
| | - Antonio Agudo
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Sabina Rinaldi
- International Agency for Research on Cancer (IARC), Lyon, France
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37
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Campa D, Pastore M, Capurso G, Hackert T, Di Leo M, Izbicki JR, Khaw KT, Gioffreda D, Kupcinskas J, Pasquali C, Macinga P, Kaaks R, Stigliano S, Peeters PH, Key TJ, Talar-Wojnarowska R, Vodicka P, Valente R, Vashist YK, Salvia R, Papaconstantinou I, Shimizu Y, Valsuani C, Zambon CF, Gazouli M, Valantiene I, Niesen W, Mohelnikova-Duchonova B, Hara K, Soucek P, Malecka-Panas E, Bueno-de-Mesquita HBA, Johnson T, Brenner H, Tavano F, Fogar P, Ito H, Sperti C, Butterbach K, Latiano A, Andriulli A, Cavestro GM, Busch ORC, Dijk F, Greenhalf W, Matsuo K, Lombardo C, Strobel O, König AK, Cuk K, Strothmann H, Katzke V, Cantore M, Mambrini A, Oliverius M, Pezzilli R, Landi S, Canzian F. Do pancreatic cancer and chronic pancreatitis share the same genetic risk factors? A PANcreatic Disease ReseArch (PANDoRA) consortium investigation. Int J Cancer 2018; 142:290-296. [PMID: 28913878 DOI: 10.1002/ijc.31047] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2017] [Revised: 06/29/2017] [Accepted: 07/17/2017] [Indexed: 02/05/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a very aggressive tumor with a five-year survival of less than 6%. Chronic pancreatitis (CP), an inflammatory process in of the pancreas, is a strong risk factor for PDAC. Several genetic polymorphisms have been discovered as susceptibility loci for both CP and PDAC. Since CP and PDAC share a consistent number of epidemiologic risk factors, the aim of this study was to investigate whether specific CP risk loci also contribute to PDAC susceptibility. We selected five common SNPs (rs11988997, rs379742, rs10273639, rs2995271 and rs12688220) that were identified as susceptibility markers for CP and analyzed them in 2,914 PDAC cases, 356 CP cases and 5,596 controls retrospectively collected in the context of the international PANDoRA consortium. We found a weak association between the minor allele of the PRSS1-PRSS2-rs10273639 and an increased risk of developing PDAC (ORhomozygous = 1.19, 95% CI 1.02-1.38, p = 0.023). Additionally all the SNPs confirmed statistically significant associations with risk of developing CP, the strongest being PRSS1-PRSS2-rs10273639 (ORheterozygous = 0.51, 95% CI 0.39-0.67, p = 1.10 × 10-6 ) and MORC4-rs 12837024 (ORhomozygous = 2.07 (1.55-2.77, ptrend = 0.7 × 10-11 ). Taken together, the results from our study do not support variants rs11988997, rs379742, rs10273639, rs2995271 and rs12688220 as strong predictors of PDAC risk, but further support the role of these SNPs in CP susceptibility. Our study suggests that CP and PDAC probably do not share genetic susceptibility, at least in terms of high frequency variants.
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Affiliation(s)
- Daniele Campa
- Department of Biology, University of Pisa, Pisa, Italy
| | - Manuela Pastore
- Department of Biology, University of Pisa, Pisa, Italy
- Genomic Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Gabriele Capurso
- Digestive and Liver Disease Unit, S. Andrea Hospital 'Sapienza' University of Rome, Rome, Italy
| | - Thilo Hackert
- Department of General Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Milena Di Leo
- Gastroenterology and Gastrointestinal Endoscopy Unit, Vita-Salute San Raffaele University, San Raffaele Scientific Institute, Milan, Italy
| | - Jakob R Izbicki
- Department of General, Visceral and Thoracic Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Kay-Tee Khaw
- Clinical Gerontology Unit, Addenbrooke's Hospital, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
| | - Domenica Gioffreda
- Division of Gastroenterology and Research Laboratory, Department of Surgery, IRCCS Scientific Institute and Regional General Hospital "Casa Sollievo della Sofferenza", San Giovanni Rotondo, Italy
| | - Juozas Kupcinskas
- Department of Gastroenterology, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Claudio Pasquali
- Department of Surgery, Oncology and Gastroenterology (DiSCOG), University of Padova, Padova, Italy
| | - Peter Macinga
- Institute of Experimental Medicine, Czech Academy of Sciences and Institute of Clinical and Experimental Medicine, Prague, Czech Republic
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Serena Stigliano
- Digestive and Liver Disease Unit, S. Andrea Hospital 'Sapienza' University of Rome, Rome, Italy
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom
| | - Timothy J Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | | | - Pavel Vodicka
- Institute of Experimental Medicine, Czech Academy of Sciences and Institute of Clinical and Experimental Medicine, Prague, Czech Republic
| | - Roberto Valente
- Digestive and Liver Disease Unit, S. Andrea Hospital 'Sapienza' University of Rome, Rome, Italy
| | - Yogesh K Vashist
- Department of General, Visceral and Thoracic Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Visceral Surgery, Kantonsspital Aarau AG, Aarau, Switzerland
| | - Roberto Salvia
- Department of Surgery, Pancreas Institute, University and Hospital Trust of Verona, Verona, Italy
| | - Ioannis Papaconstantinou
- Second Department of Surgery, Aretaieion Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Yasuhiro Shimizu
- Department of Gastroenterological Surgery, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Chiara Valsuani
- Oncological Department, Azienda USL Toscana Nord Ovest, Oncological Unit of Massa Carrara, Carrara, Massa and Carrara, Italy
| | | | - Maria Gazouli
- Department of Basic Medical Sciences, Laboratory of Biology, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Irena Valantiene
- Department of Gastroenterology, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Willem Niesen
- Department of General Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | | | - Kazuo Hara
- Department of Gastroenterology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Pavel Soucek
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University in Prague, Pilsen, Czech Republic
| | - Ewa Malecka-Panas
- Department of Digestive Tract Diseases, Medical University of Lodz, Lodz, Poland
| | - H B As Bueno-de-Mesquita
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment, Bilthoven, The Netherlands
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, St Mary's Campus, London, United Kingdom
- Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Theron Johnson
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Herman Brenner
- Division of Clinical Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Division of Preventive Oncology, German Cancer Research Center (DKFZ), and National Center for Tumor Diseases (NCT), Heidelberg, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Francesca Tavano
- Division of Gastroenterology and Research Laboratory, Department of Surgery, IRCCS Scientific Institute and Regional General Hospital "Casa Sollievo della Sofferenza", San Giovanni Rotondo, Italy
| | - Paola Fogar
- Department of Laboratory Medicine, University-Hospital of Padova, Padova, Italy
| | - Hidemi Ito
- Division of Molecular and Clinical Epidemiology, Aichi Cancer Center Research Institute, Nagoya, Japan
- Department of Epidemiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Cosimo Sperti
- Department of Surgery, Oncology and Gastroenterology (DiSCOG), University of Padova, Padova, Italy
| | - Katja Butterbach
- Division of Clinical Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Anna Latiano
- Division of Gastroenterology and Research Laboratory, Department of Surgery, IRCCS Scientific Institute and Regional General Hospital "Casa Sollievo della Sofferenza", San Giovanni Rotondo, Italy
| | - Angelo Andriulli
- Division of Gastroenterology and Research Laboratory, Department of Surgery, IRCCS Scientific Institute and Regional General Hospital "Casa Sollievo della Sofferenza", San Giovanni Rotondo, Italy
| | - Giulia Martina Cavestro
- Gastroenterology and Gastrointestinal Endoscopy Unit, Vita-Salute San Raffaele University, San Raffaele Scientific Institute, Milan, Italy
| | - Olivier R C Busch
- Department of Surgery, Academic Medical Centre, Amsterdam, the Netherlands
| | - Frederike Dijk
- Department of Pathology, Academic Medical Centre, Amsterdam, the Netherlands
| | - William Greenhalf
- Institute for Health Research, Liverpool Pancreas Biomedical Research Unit, University of Liverpool, Liverpool, United Kingdom
| | - Keitaro Matsuo
- Division of Molecular and Clinical Epidemiology, Aichi Cancer Center Research Institute, Nagoya, Japan
- Department of Epidemiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Carlo Lombardo
- Division of General and Transplant Surgery, University of Pisa, Pisa, Italy
- Dipartimento di Ricerca Traslazionale e delle Nuove Tecnologie in Medicina e Chirurgia, University of Pisa, Pisa, Italy
| | - Oliver Strobel
- Department of General Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Anna-Katharina König
- Department of General Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Katarina Cuk
- Division of Clinical Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hendrik Strothmann
- Department of General Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Verena Katzke
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Maurizio Cantore
- Oncological Department, Azienda USL Toscana Nord Ovest, Oncological Unit of Massa Carrara, Carrara, Massa and Carrara, Italy
| | - Andrea Mambrini
- Oncological Department, Azienda USL Toscana Nord Ovest, Oncological Unit of Massa Carrara, Carrara, Massa and Carrara, Italy
| | - Martin Oliverius
- Transplant Surgery Department, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Raffaele Pezzilli
- Pancreas Unit, Department of Digestive Diseases and Internal Medicine Sant'Orsola-Malpighi Hospital, Bologna, Italy
| | - Stefano Landi
- Department of Biology, University of Pisa, Pisa, Italy
| | - Federico Canzian
- Genomic Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
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38
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Pedersen M, Stafoggia M, Weinmayr G, Andersen ZJ, Galassi C, Sommar J, Forsberg B, Olsson D, Oftedal B, Krog NH, Aamodt G, Pyko A, Pershagen G, Korek M, De Faire U, Pedersen NL, Östenson CG, Fratiglioni L, Sørensen M, Eriksen KT, Tjønneland A, Peeters PH, Bueno-de-Mesquita B, Vermeulen R, Eeftens M, Plusquin M, Key TJ, Jaensch A, Nagel G, Concin H, Wang M, Tsai MY, Grioni S, Marcon A, Krogh V, Ricceri F, Sacerdote C, Ranzi A, Cesaroni G, Forastiere F, Tamayo I, Amiano P, Dorronsoro M, Stayner LT, Kogevinas M, Nieuwenhuijsen MJ, Sokhi R, de Hoogh K, Beelen R, Vineis P, Brunekreef B, Hoek G, Raaschou-Nielsen O. Is There an Association Between Ambient Air Pollution and Bladder Cancer Incidence? Analysis of 15 European Cohorts. Eur Urol Focus 2018; 4:113-120. [PMID: 28753823 DOI: 10.1016/j.euf.2016.11.008] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2016] [Revised: 11/01/2016] [Accepted: 11/16/2016] [Indexed: 01/08/2023]
Abstract
BACKGROUND Ambient air pollution contains low concentrations of carcinogens implicated in the etiology of urinary bladder cancer (BC). Little is known about whether exposure to air pollution influences BC in the general population. OBJECTIVE To evaluate the association between long-term exposure to ambient air pollution and BC incidence. DESIGN, SETTING, AND PARTICIPANTS We obtained data from 15 population-based cohorts enrolled between 1985 and 2005 in eight European countries (N=303431; mean follow-up 14.1 yr). We estimated exposure to nitrogen oxides (NO2 and NOx), particulate matter (PM) with diameter <10μm (PM10), <2.5μm (PM2.5), between 2.5 and 10μm (PM2.5-10), PM2.5absorbance (soot), elemental constituents of PM, organic carbon, and traffic density at baseline home addresses using standardized land-use regression models from the European Study of Cohorts for Air Pollution Effects project. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS We used Cox proportional-hazards models with adjustment for potential confounders for cohort-specific analyses and meta-analyses to estimate summary hazard ratios (HRs) for BC incidence. RESULTS AND LIMITATIONS During follow-up, 943 incident BC cases were diagnosed. In the meta-analysis, none of the exposures were associated with BC risk. The summary HRs associated with a 10-μg/m3 increase in NO2 and 5-μg/m3 increase in PM2.5 were 0.98 (95% confidence interval [CI] 0.89-1.08) and 0.86 (95% CI 0.63-1.18), respectively. Limitations include the lack of information about lifetime exposure. CONCLUSIONS There was no evidence of an association between exposure to outdoor air pollution levels at place of residence and risk of BC. PATIENT SUMMARY We assessed the link between outdoor air pollution at place of residence and bladder cancer using the largest study population to date and extensive assessment of exposure and comprehensive data on personal risk factors such as smoking. We found no association between the levels of outdoor air pollution at place of residence and bladder cancer risk.
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Affiliation(s)
- Marie Pedersen
- The Danish Cancer Society Research Center, Copenhagen, Denmark; Centre for Epidemiology and Screening, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.
| | - Massimo Stafoggia
- Department of Epidemiology, Lazio Regional Health Service, Rome, Italy; Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Gudrun Weinmayr
- Institute of Epidemiology and Medical Biometry, Ulm University, Ulm, Germany
| | - Zorana J Andersen
- Centre for Epidemiology and Screening, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Claudia Galassi
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University Hospital and Center for Cancer Prevention, Turin, Italy
| | - Johan Sommar
- Occupational and Environmental Medicine, Department of Public Health and Clinical Medicine, Umea University, Umea, Sweden
| | - Bertil Forsberg
- Occupational and Environmental Medicine, Department of Public Health and Clinical Medicine, Umea University, Umea, Sweden
| | - David Olsson
- Occupational and Environmental Medicine, Department of Public Health and Clinical Medicine, Umea University, Umea, Sweden
| | | | - Norun H Krog
- Norwegian Institute of Public Health, Oslo, Norway
| | - Geir Aamodt
- Department of Landscape Architecture and Spatial Planning, Norwegian University of Life Sciences, Ås, Norway
| | - Andrei Pyko
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Göran Pershagen
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Michal Korek
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Ulf De Faire
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Nancy L Pedersen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm, Sweden
| | - Claes-Göran Östenson
- Department of Molecular Medicine and Surgery, Karolinska Institute, Stockholm, Sweden
| | - Laura Fratiglioni
- Aging Research Center, Department of Neurobiology Care Science and Society, Karolinska Institute, Stockholm, Sweden
| | - Mette Sørensen
- The Danish Cancer Society Research Center, Copenhagen, Denmark
| | | | - Anne Tjønneland
- The Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht, The Netherlands; MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK
| | - Bas Bueno-de-Mesquita
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK; Department for Determinants of Chronic Diseases, National Institute for Public Health and the Environment, Bilthoven, The Netherlands; Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Roel Vermeulen
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK; Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Marloes Eeftens
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands; Swiss Tropical and Public Health Institute, Basel, Switzerland; University of Basel, Basel, Switzerland
| | - Michelle Plusquin
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK
| | - Timothy J Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Andrea Jaensch
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Gabriele Nagel
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden; Agency for Preventive and Social Medicine, Bregenz, Austria
| | - Hans Concin
- Agency for Preventive and Social Medicine, Bregenz, Austria
| | - Meng Wang
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA
| | - Ming-Yi Tsai
- Swiss Tropical and Public Health Institute, Basel, Switzerland; University of Basel, Basel, Switzerland; Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA
| | - Sara Grioni
- Epidemiology and Prevention Unit, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Alessandro Marcon
- Unit of Epidemiology & Medical Statistics, Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Vittorio Krogh
- Epidemiology and Prevention Unit, Department of Preventive and Predictive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Fulvio Ricceri
- Institute of Epidemiology and Medical Biometry, Ulm University, Ulm, Germany; Unit of Epidemiology, Regional Health Service, Grugliasco, Italy
| | - Carlotta Sacerdote
- Institute of Epidemiology and Medical Biometry, Ulm University, Ulm, Germany
| | - Andrea Ranzi
- Environmental Health Reference Centre, Regional Agency for Environmental Prevention of Emilia-Romagna, Modena, Italy
| | - Giulia Cesaroni
- Department of Epidemiology, Lazio Regional Health Service, Rome, Italy
| | | | - Ibon Tamayo
- Institute de Salut Global Barcelona, Barcelona, Spain; CIBER Epidemiología y Salud Pública, Madrid, Spain; Universitat Pompeu Fabra, Barcelona, Spain
| | - Pilar Amiano
- Public Health Department of Gipuzkoa, BioDonostia Research Institute, San Sebastian, Spain; Consortium for Biomedical Research in Epidemiology and Public Health, Madrid, Spain
| | - Miren Dorronsoro
- Public Health Department of Gipuzkoa, BioDonostia Research Institute, San Sebastian, Spain; Consortium for Biomedical Research in Epidemiology and Public Health, Madrid, Spain
| | - Leslie T Stayner
- Division of Epidemiology and Biostatistics, School of Public Health, University of Illinois at Chicago, Chicago, IL, USA
| | - Manolis Kogevinas
- Institute de Salut Global Barcelona, Barcelona, Spain; CIBER Epidemiología y Salud Pública, Madrid, Spain
| | - Mark J Nieuwenhuijsen
- Institute de Salut Global Barcelona, Barcelona, Spain; CIBER Epidemiología y Salud Pública, Madrid, Spain
| | - Ranjeet Sokhi
- Centre for Atmospheric and Instrumentation Research, University of Hertfordshire, Hatfield, UK
| | - Kees de Hoogh
- Swiss Tropical and Public Health Institute, Basel, Switzerland; University of Basel, Basel, Switzerland
| | - Rob Beelen
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands; National Institute for Public Health (RIVM), Bilthoven, The Netherlands
| | - Paolo Vineis
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK; Molecular and Epidemiology Unit, Human Genetics Foundation, Turin, Italy
| | - Bert Brunekreef
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Gerard Hoek
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
| | - Ole Raaschou-Nielsen
- The Danish Cancer Society Research Center, Copenhagen, Denmark; Department of Environmental Science, Aarhus University, Roskilde, Denmark
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Zuo H, Ueland PM, Midttun Ø, Vollset SE, Tell GS, Theofylaktopoulou D, Travis RC, Boutron-Ruault MC, Fournier A, Severi G, Kvaskoff M, Boeing H, Bergmann MM, Fortner RT, Kaaks R, Trichopoulou A, Kotanidou A, Lagiou P, Palli D, Sieri S, Panico S, Bueno-de-Mesquita HB, Peeters PH, Grankvist K, Johansson M, Agudo A, Garcia JRQ, Larranaga N, Sanchez MJ, Chirlaque MD, Ardanaz E, Chuang SC, Gallo V, Brennan P, Johansson M, Ulvik A. Results from the European Prospective Investigation into Cancer and Nutrition Link Vitamin B6 Catabolism and Lung Cancer Risk. Cancer Res 2018; 78:302-308. [PMID: 29070616 DOI: 10.1158/0008-5472.can-17-1923] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2017] [Revised: 09/08/2017] [Accepted: 10/19/2017] [Indexed: 11/16/2022]
Abstract
Circulating pyridoxal-5'-phosphate (PLP) has been linked to lung cancer risk. The PAr index, defined as the ratio 4-pyridoxic acid/(pyridoxal + PLP), reflects increased vitamin B6 catabolism during inflammation. PAr has been defined as a marker of lung cancer risk in a prospective cohort study, but analysis of a larger numbers of cases are needed to deepen the significance of this study. Here, we conducted a nested case-control study within the European Prospective Investigation into Cancer and Nutrition (EPIC, n = 521,330), which included 892 incident lung cancer cases and 1,748 controls matched by center, gender, date of blood collection, and date of birth. The association of PAr with risk of lung cancer was evaluated by using conditional logistic regression. Study participants with elevated PAr experienced higher risk of lung cancer in a dose-response fashion, with a doubling in PAr levels associated with 52% higher odds of lung cancer after adjustment for tobacco smoking, serum cotinine levels, educational attainment, and BMI [OR, 1.52; 95% confidence interval (CI) 1.27-1.81; P < 0.001]. Additional adjustment for intake of vegetables and fruits and physical activity did not materially affect risk association. The association of PAr with lung cancer risk was similar in both genders but slightly stronger in former smokers and in participants diagnosed with squamous cell carcinoma. This study provides robust evidence that increased vitamin B6 catabolism is independently associated with a higher risk of future lung cancer.Significance: This large cohort study firmly establishes an association between an index of vitamin B6 levels with lung cancer risk. Cancer Res; 78(1); 302-8. ©2017 AACR.
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Affiliation(s)
- Hui Zuo
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway.
| | - Per M Ueland
- Department of Clinical Science, University of Bergen, Bergen, Norway
- Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway
| | | | - Stein E Vollset
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
- The Norwegian Institute of Public Health, Bergen, Norway
| | - Grethe S Tell
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | | | - Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Marie-Christine Boutron-Ruault
- Université Paris-Saclay, Université Paris-Sud, UVSQ, Inserm, CESP, Generations and health, Gustave Roussy, Villejuif, France
| | - Agnès Fournier
- Université Paris-Saclay, Université Paris-Sud, UVSQ, Inserm, CESP, Generations and health, Gustave Roussy, Villejuif, France
| | - Gianluca Severi
- Université Paris-Saclay, Université Paris-Sud, UVSQ, Inserm, CESP, Generations and health, Gustave Roussy, Villejuif, France
| | - Marina Kvaskoff
- Université Paris-Saclay, Université Paris-Sud, UVSQ, Inserm, CESP, Generations and health, Gustave Roussy, Villejuif, France
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrücke, Germany
| | - Manuela M Bergmann
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrücke, Germany
| | - Renée T Fortner
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Anastasia Kotanidou
- First Department of Critical Care Medicine and Pulmonary Services, University of Athens Medical School, Evangelismos Hospital, Athens, Greece
| | - Pagona Lagiou
- Hellenic Health Foundation, Athens, Greece
- Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute-ISPO, Florence, Italy
| | - Sabina Sieri
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori Via Venezian, Milano, Italy
| | - Salvatore Panico
- Dipartimento di Medicina Clinica Echirurgia Federico II University, Naples, Italy
| | - H Bas Bueno-de-Mesquita
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, United Kingdom
- Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom
| | - Kjell Grankvist
- Department of Medical Biosciences, Umeå University, Umeå, Sweden
| | | | - Antonio Agudo
- Unic of Nutrition and Cancer, Cataln Institute of Oncology, IDIBELL, Hospitalet de Llobregat, Spain
| | | | - Nerea Larranaga
- CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Public Health Division of Gipuzkoa, Regional Government of the Basque Country, Spain
| | - Maria-Jose Sanchez
- CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Escuela Andaluza de Salud Pública. Instituto de Investigación, Biosanitaria ibs. GRANADA. Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
| | - Maria Dolores Chirlaque
- CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Department of Health and Social Sciences, Universidad de Murcia, Murcia, Spain
| | - Eva Ardanaz
- CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Navarra Public Health Institute, Pamplona, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
| | - Shu-Chun Chuang
- Institute of Population Health Sciences, National Health Research Institutes, Zhunan, Miaoli, Taiwan
| | - Valentina Gallo
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
- Centre for Primary Care and Public Health, Queen Mary, University of London, London, United Kingdom
- Epidemiology and Medical Statistic Unit, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Paul Brennan
- International Agency for Research on Cancer, Lyon, France
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Watts EL, Appleby PN, Albanes D, Black A, Chan JM, Chen C, Cirillo PM, Cohn BA, Cook MB, Donovan JL, Ferrucci L, Garland CF, Giles GG, Goodman PJ, Habel LA, Haiman CA, Holly JMP, Hoover RN, Kaaks R, Knekt P, Kolonel LN, Kubo T, Le Marchand L, Luostarinen T, MacInnis RJ, Mäenpää HO, Männistö S, Metter EJ, Milne RL, Nomura AMY, Oliver SE, Parsons JK, Peeters PH, Platz EA, Riboli E, Ricceri F, Rinaldi S, Rissanen H, Sawada N, Schaefer CA, Schenk JM, Stanczyk FZ, Stampfer M, Stattin P, Stenman UH, Tjønneland A, Trichopoulou A, Thompson IM, Tsugane S, Vatten L, Whittemore AS, Ziegler RG, Allen NE, Key TJ, Travis RC. Circulating sex hormones in relation to anthropometric, sociodemographic and behavioural factors in an international dataset of 12,300 men. PLoS One 2017; 12:e0187741. [PMID: 29281666 PMCID: PMC5744924 DOI: 10.1371/journal.pone.0187741] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Accepted: 10/25/2017] [Indexed: 01/07/2023] Open
Abstract
INTRODUCTION Sex hormones have been implicated in the etiology of a number of diseases. To better understand disease etiology and the mechanisms of disease-risk factor associations, this analysis aimed to investigate the associations of anthropometric, sociodemographic and behavioural factors with a range of circulating sex hormones and sex hormone-binding globulin. METHODS Statistical analyses of individual participant data from 12,330 male controls aged 25-85 years from 25 studies involved in the Endogenous Hormones Nutritional Biomarkers and Prostate Cancer Collaborative Group. Analysis of variance was used to estimate geometric means adjusted for study and relevant covariates. RESULTS Older age was associated with higher concentrations of sex hormone-binding globulin and dihydrotestosterone and lower concentrations of dehydroepiandrosterone sulfate, free testosterone, androstenedione, androstanediol glucuronide and free estradiol. Higher body mass index was associated with higher concentrations of free estradiol, androstanediol glucuronide, estradiol and estrone and lower concentrations of dihydrotestosterone, testosterone, sex hormone-binding globulin, free testosterone, androstenedione and dehydroepiandrosterone sulfate. Taller height was associated with lower concentrations of androstenedione, testosterone, free testosterone and sex hormone-binding globulin and higher concentrations of androstanediol glucuronide. Current smoking was associated with higher concentrations of androstenedione, sex hormone-binding globulin and testosterone. Alcohol consumption was associated with higher concentrations of dehydroepiandrosterone sulfate, androstenedione and androstanediol glucuronide. East Asians had lower concentrations of androstanediol glucuronide and African Americans had higher concentrations of estrogens. Education and marital status were modestly associated with a small number of hormones. CONCLUSION Circulating sex hormones in men are strongly associated with age and body mass index, and to a lesser extent with smoking status and alcohol consumption.
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Affiliation(s)
- Eleanor L. Watts
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Paul N. Appleby
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, U.S. National Cancer Institute, Bethesda, MD, United States of America
| | - Amanda Black
- Division of Cancer Epidemiology and Genetics, U.S. National Cancer Institute, Bethesda, MD, United States of America
| | - June M. Chan
- Department of Epidemiology and Biostatistics, University of California-San Francisco, San Francisco, CA, United States of America
- Department of Urology, University of California-San Francisco, San Francisco, CA, United States of America
| | - Chu Chen
- Program in Epidemiology, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
| | - Piera M. Cirillo
- Child Health and Development Studies, Public Health Institute, Berkeley, CA, United States of America
| | - Barbara A. Cohn
- Child Health and Development Studies, Public Health Institute, Berkeley, CA, United States of America
| | - Michael B. Cook
- Division of Cancer Epidemiology and Genetics, U.S. National Cancer Institute, Bethesda, MD, United States of America
| | - Jenny L. Donovan
- School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
| | - Luigi Ferrucci
- Intramural Research Program, National Institute on Aging, Bethesda, MD, United States of America
| | - Cedric F. Garland
- Department of Family Medicine and Public Health, University of California, San Diego, CA, United States of America
| | - Graham G. Giles
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Victoria, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Victoria, Australia
| | - Phyllis J. Goodman
- SWOG Statistical Center, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
| | - Laurel A. Habel
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, United States of America
| | - Christopher A. Haiman
- Department of Preventive Medicine, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States of America
| | - Jeff M. P. Holly
- School of Clinical Sciences, Faculty of Health Science, University of Bristol, Bristol, United Kingdom
| | - Robert N. Hoover
- Division of Cancer Epidemiology and Genetics, U.S. National Cancer Institute, Bethesda, MD, United States of America
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Centre, Heidelberg, Germany
| | - Paul Knekt
- Department of Health, National Institute for Health and Welfare, Helsinki, Finland
| | - Laurence N. Kolonel
- University of Hawaii Cancer Center, University of Hawaii, Honolulu, HI, United States of America
| | - Tatsuhiko Kubo
- Department of Public Health, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Loïc Le Marchand
- University of Hawaii Cancer Center, University of Hawaii, Honolulu, HI, United States of America
| | - Tapio Luostarinen
- Finnish Cancer Registry, Institute for Statistical and Epidemiological Cancer Research, Helsinki, Finland
| | - Robert J. MacInnis
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Victoria, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Victoria, Australia
| | - Hanna O. Mäenpää
- Department of Oncology, Helsinki University Central Hospital, Helsinki, Finland
| | - Satu Männistö
- Department of Health, National Institute for Health and Welfare, Helsinki, Finland
| | - E. Jeffrey Metter
- Department of Neurology, University of Tennessee Health Science Center, Memphis, TN, United States of America
| | - Roger L. Milne
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Victoria, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Victoria, Australia
| | - Abraham M. Y. Nomura
- Japan-Hawaii Cancer Study, Kuakini Medical Center, Honolulu, HI, United States of America
| | - Steven E. Oliver
- Department of Health Sciences, University of York, York, United Kingdom
| | - J. Kellogg Parsons
- Division of Urologic Oncology, University of California San Diego Moores Cancer Center, San Diego, CA, United States of America
| | - Petra H. Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Netherlands
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom
| | - Elizabeth A. Platz
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, United States of America
| | - Elio Riboli
- School of Public Health, Imperial College London, London, United Kingdom
| | - Fulvio Ricceri
- Department of Clinical and Biological Sciences, University of Turin, Orbassano, Italy
- Unit of Epidemiology, Regional Health Service ASL TO3, Grugliasco, Italy
| | - Sabina Rinaldi
- Biomarkers Group, International Agency for Research on Cancer, Lyon, France
| | - Harri Rissanen
- Department of Health, National Institute for Health and Welfare, Helsinki, Finland
| | - Norie Sawada
- Epidemiology and Prevention Group, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Catherine A. Schaefer
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, United States of America
| | - Jeannette M. Schenk
- Cancer Prevention Program, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
| | - Frank Z. Stanczyk
- Division of Reproductive Endocrinology and Infertility, Keck School of Medicine of the University of Southern California, Los Angeles, CA, United States of America
| | - Meir Stampfer
- Departments of Nutrition and Epidemiology, Harvard University T.H. Chan School of Public Health, Boston, MA, United States of America
- The Channing Division of Network Medicine, Harvard Medical School, Boston, MA, United States of America
| | - Pär Stattin
- Department of Surgical and Perioperative Sciences, Urology and Andrology, Umeå University, Umeå, Sweden
| | - Ulf-Håkan Stenman
- Department of Clinical Chemistry, Medicum, University of Helsinki, Helsinki, Finland
| | - Anne Tjønneland
- Department of Diet, Genes and Environment, The Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Greece
| | - Ian M. Thompson
- CHRISTUS Medical Center Hospital, San Antonio, TX, United States of America
| | - Shoichiro Tsugane
- Epidemiology and Prevention Group, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Lars Vatten
- Department of Public Health, Norwegian University of Science and Technology, Trondheim, Norway
| | - Alice S. Whittemore
- Department of Health Research and Policy, Stanford University School of Medicine, Stanford, CA, United States of America
- Department of Biomedical Data Science, Stanford University, Stanford, CA, United States of America
| | - Regina G. Ziegler
- Division of Cancer Epidemiology and Genetics, U.S. National Cancer Institute, Bethesda, MD, United States of America
| | - Naomi E. Allen
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Timothy J. Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Ruth C. Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
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Abarca-Gómez L, Abdeen ZA, Hamid ZA, Abu-Rmeileh NM, Acosta-Cazares B, Acuin C, Adams RJ, Aekplakorn W, Afsana K, Aguilar-Salinas CA, Agyemang C, Ahmadvand A, Ahrens W, Ajlouni K, Akhtaeva N, Al-Hazzaa HM, Al-Othman AR, Al-Raddadi R, Al Buhairan F, Al Dhukair S, Ali MM, Ali O, Alkerwi A, Alvarez-Pedrerol M, Aly E, Amarapurkar DN, Amouyel P, Amuzu A, Andersen LB, Anderssen SA, Andrade DS, Ängquist LH, Anjana RM, Aounallah-Skhiri H, Araújo J, Ariansen I, Aris T, Arlappa N, Arveiler D, Aryal KK, Aspelund T, Assah FK, Assunção MCF, Aung MS, Avdicová M, Azevedo A, Azizi F, Babu BV, Bahijri S, Baker JL, Balakrishna N, Bamoshmoosh M, Banach M, Bandosz P, Banegas JR, Barbagallo CM, Barceló A, Barkat A, Barros AJD, Barros MVG, Bata I, Batieha AM, Batista RL, Batyrbek A, Baur LA, Beaglehole R, Romdhane HB, Benedics J, Benet M, Bennett JE, Bernabe-Ortiz A, Bernotiene G, Bettiol H, Bhagyalaxmi A, Bharadwaj S, Bhargava SK, Bhatti Z, Bhutta ZA, Bi H, Bi Y, Biehl A, Bikbov M, Bista B, Bjelica DJ, Bjerregaard P, Bjertness E, Bjertness MB, Björkelund C, Blokstra A, Bo S, Bobak M, Boddy LM, Boehm BO, Boeing H, Boggia JG, Boissonnet CP, Bonaccio M, Bongard V, Bovet P, Braeckevelt L, Braeckman L, Bragt MCE, Brajkovich I, Branca F, Breckenkamp J, Breda J, Brenner H, Brewster LM, Brian GR, Brinduse L, Bruno G, Bueno-de-Mesquita HB, Bugge A, Buoncristiano M, Burazeri G, Burns C, de León AC, Cacciottolo J, Cai H, Cama T, Cameron C, Camolas J, Can G, Cândido APC, Capanzana M, Capuano V, Cardoso VC, Carlsson AC, Carvalho MJ, Casanueva FF, Casas JP, Caserta CA, Chamukuttan S, Chan AW, Chan Q, Chaturvedi HK, Chaturvedi N, Chen CJ, Chen F, Chen H, Chen S, Chen Z, Cheng CY, Chetrit A, Chikova-Iscener E, Chiolero A, Chiou ST, Chirita-Emandi A, Chirlaque MD, Cho B, Cho Y, Christensen K, Christofaro DG, Chudek J, Cifkova R, Cinteza E, Claessens F, Clays E, Concin H, Confortin SC, Cooper C, Cooper R, Coppinger TC, Costanzo S, Cottel D, Cowell C, Craig CL, Crujeiras AB, Cucu A, D'Arrigo G, d'Orsi E, Dallongeville J, Damasceno A, Damsgaard CT, Danaei G, Dankner R, Dantoft TM, Dastgiri S, Dauchet L, Davletov K, De Backer G, De Bacquer D, De Curtis A, de Gaetano G, De Henauw S, de Oliveira PD, De Ridder K, De Smedt D, Deepa M, Deev AD, Dehghan A, Delisle H, Delpeuch F, Deschamps V, Dhana K, Di Castelnuovo AF, Dias-da-Costa JS, Diaz A, Dika Z, Djalalinia S, Do HTP, Dobson AJ, Donati MB, Donfrancesco C, Donoso SP, Döring A, Dorobantu M, Dorosty AR, Doua K, Drygas W, Duan JL, Duante C, Duleva V, Dulskiene V, Dzerve V, Dziankowska-Zaborszczyk E, Egbagbe EE, Eggertsen R, Eiben G, Ekelund U, El Ati J, Elliott P, Engle-Stone R, Erasmus RT, Erem C, Eriksen L, Eriksson JG, la Peña JED, Evans A, Faeh D, Fall CH, Sant'Angelo VF, Farzadfar F, Felix-Redondo FJ, Ferguson TS, Fernandes RA, Fernández-Bergés D, Ferrante D, Ferrari M, Ferreccio C, Ferrieres J, Finn JD, Fischer K, Flores EM, Föger B, Foo LH, Forslund AS, Forsner M, Fouad HM, Francis DK, Franco MDC, Franco OH, Frontera G, Fuchs FD, Fuchs SC, Fujita Y, Furusawa T, Gaciong Z, Gafencu M, Galeone D, Galvano F, Garcia-de-la-Hera M, Gareta D, Garnett SP, Gaspoz JM, Gasull M, Gates L, Geiger H, Geleijnse JM, Ghasemian A, Giampaoli S, Gianfagna F, Gill TK, Giovannelli J, Giwercman A, Godos J, Gogen S, Goldsmith RA, Goltzman D, Gonçalves H, González-Leon M, González-Rivas JP, Gonzalez-Gross M, Gottrand F, Graça AP, Graff-Iversen S, Grafnetter D, Grajda A, Grammatikopoulou MG, Gregor RD, Grodzicki T, Grøntved A, Grosso G, Gruden G, Grujic V, Gu D, Gualdi-Russo E, Guallar-Castillón P, Guan OP, Gudmundsson EF, Gudnason V, Guerrero R, Guessous I, Guimaraes AL, Gulliford MC, Gunnlaugsdottir J, Gunter M, Guo X, Guo Y, Gupta PC, Gupta R, Gureje O, Gurzkowska B, Gutierrez L, Gutzwiller F, Hadaegh F, Hadjigeorgiou CA, Si-Ramlee K, Halkjær J, Hambleton IR, Hardy R, Kumar RH, Hassapidou M, Hata J, Hayes AJ, He J, Heidinger-Felso R, Heinen M, Hendriks ME, Henriques A, Cadena LH, Herrala S, Herrera VM, Herter-Aeberli I, Heshmat R, Hihtaniemi IT, Ho SY, Ho SC, Hobbs M, Hofman A, Hopman WM, Horimoto ARVR, Hormiga CM, Horta BL, Houti L, Howitt C, Htay TT, Htet AS, Htike MMT, Hu Y, Huerta JM, Petrescu CH, Huisman M, Husseini A, Huu CN, Huybrechts I, Hwalla N, Hyska J, Iacoviello L, Iannone AG, Ibarluzea JM, Ibrahim MM, Ikeda N, Ikram MA, Irazola VE, Islam M, Ismail AAS, Ivkovic V, Iwasaki M, Jackson RT, Jacobs JM, Jaddou H, Jafar T, Jamil KM, Jamrozik K, Janszky I, Jarani J, Jasienska G, Jelakovic A, Jelakovic B, Jennings G, Jeong SL, Jiang CQ, Jiménez-Acosta SM, Joffres M, Johansson M, Jonas JB, Jørgensen T, Joshi P, Jovic DP, Józwiak J, Juolevi A, Jurak G, Jureša V, Kaaks R, Kafatos A, Kajantie EO, Kalter-Leibovici O, Kamaruddin NA, Kapantais E, Karki KB, Kasaeian A, Katz J, Kauhanen J, Kaur P, Kavousi M, Kazakbaeva G, Keil U, Boker LK, Keinänen-Kiukaanniemi S, Kelishadi R, Kelleher C, Kemper HCG, Kengne AP, Kerimkulova A, Kersting M, Key T, Khader YS, Khalili D, Khang YH, Khateeb M, Khaw KT, Khouw IMSL, Kiechl-Kohlendorfer U, Kiechl S, Killewo J, Kim J, Kim YY, Klimont J, Klumbiene J, Knoflach M, Koirala B, Kolle E, Kolsteren P, Korrovits P, Kos J, Koskinen S, Kouda K, Kovacs VA, Kowlessur S, Koziel S, Kratzer W, Kriemler S, Kristensen PL, Krokstad S, Kromhout D, Kruger HS, Kubinova R, Kuciene R, Kuh D, Kujala UM, Kulaga Z, Kumar RK, Kunešová M, Kurjata P, Kusuma YS, Kuulasmaa K, Kyobutungi C, La QN, Laamiri FZ, Laatikainen T, Lachat C, Laid Y, Lam TH, Landrove O, Lanska V, Lappas G, Larijani B, Laugsand LE, Lauria L, Laxmaiah A, Bao KLN, Le TD, Lebanan MAO, Leclercq C, Lee J, Lee J, Lehtimäki T, León-Muñoz LM, Levitt NS, Li Y, Lilly CL, Lim WY, Lima-Costa MF, Lin HH, Lin X, Lind L, Linneberg A, Lissner L, Litwin M, Liu J, Loit HM, Lopes L, Lorbeer R, Lotufo PA, Lozano JE, Luksiene D, Lundqvist A, Lunet N, Lytsy P, Ma G, Ma J, Machado-Coelho GLL, Machado-Rodrigues AM, Machi S, Maggi S, Magliano DJ, Magriplis E, Mahaletchumy A, Maire B, Majer M, Makdisse M, Malekzadeh R, Malhotra R, Rao KM, Malyutina S, Manios Y, Mann JI, Manzato E, Margozzini P, Markaki A, Markey O, Marques LP, Marques-Vidal P, Marrugat J, Martin-Prevel Y, Martin R, Martorell R, Martos E, Marventano S, Masoodi SR, Mathiesen EB, Matijasevich A, Matsha TE, Mazur A, Mbanya JCN, McFarlane SR, McGarvey ST, McKee M, McLachlan S, McLean RM, McLean SB, McNulty BA, Yusof SM, Mediene-Benchekor S, Medzioniene J, Meirhaeghe A, Meisfjord J, Meisinger C, Menezes AMB, Menon GR, Mensink GBM, Meshram II, Metspalu A, Meyer HE, Mi J, Michaelsen KF, Michels N, Mikkel K, Miller JC, Minderico CS, Miquel JF, Miranda JJ, Mirkopoulou D, Mirrakhimov E, Mišigoj-Durakovic M, Mistretta A, Mocanu V, Modesti PA, Mohamed MK, Mohammad K, Mohammadifard N, Mohan V, Mohanna S, Yusoff MFM, Molbo D, Møllehave LT, Møller NC, Molnár D, Momenan A, Mondo CK, Monterrubio EA, Monyeki KDK, Moon JS, Moreira LB, Morejon A, Moreno LA, Morgan K, Mortensen EL, Moschonis G, Mossakowska M, Mostafa A, Mota J, Mota-Pinto A, Motlagh ME, Motta J, Mu TT, Muc M, Muiesan ML, Müller-Nurasyid M, Murphy N, Mursu J, Murtagh EM, Musil V, Nabipour I, Nagel G, Naidu BM, Nakamura H, Námešná J, Nang EEK, Nangia VB, Nankap M, Narake S, Nardone P, Navarrete-Muñoz EM, Neal WA, Nenko I, Neovius M, Nervi F, Nguyen CT, Nguyen ND, Nguyen QN, Nieto-Martínez RE, Ning G, Ninomiya T, Nishtar S, Noale M, Noboa OA, Norat T, Norie S, Noto D, Nsour MA, O'Reilly D, Obreja G, Oda E, Oehlers G, Oh K, Ohara K, Olafsson Ö, Olinto MTA, Oliveira IO, Oltarzewski M, Omar MA, Onat A, Ong SK, Ono LM, Ordunez P, Ornelas R, Ortiz AP, Osler M, Osmond C, Ostojic SM, Ostovar A, Otero JA, Overvad K, Owusu-Dabo E, Paccaud FM, Padez C, Pahomova E, Pajak A, Palli D, Palloni A, Palmieri L, Pan WH, Panda-Jonas S, Pandey A, Panza F, Papandreou D, Park SW, Parnell WR, Parsaeian M, Pascanu IM, Patel ND, Pecin I, Pednekar MS, Peer N, Peeters PH, Peixoto SV, Peltonen M, Pereira AC, Perez-Farinos N, Pérez CM, Peters A, Petkeviciene J, Petrauskiene A, Peykari N, Pham ST, Pierannunzio D, Pigeot I, Pikhart H, Pilav A, Pilotto L, Pistelli F, Pitakaka F, Piwonska A, Plans-Rubió P, Poh BK, Pohlabeln H, Pop RM, Popovic SR, Porta M, Portegies MLP, Posch G, Poulimeneas D, Pouraram H, Pourshams A, Poustchi H, Pradeepa R, Prashant M, Price JF, Puder JJ, Pudule I, Puiu M, Punab M, Qasrawi RF, Qorbani M, Bao TQ, Radic I, Radisauskas R, Rahman M, Rahman M, Raitakari O, Raj M, Rao SR, Ramachandran A, Ramke J, Ramos E, Ramos R, Rampal L, Rampal S, Rascon-Pacheco RA, Redon J, Reganit PFM, Ribas-Barba L, Ribeiro R, Riboli E, Rigo F, de Wit TFR, Rito A, Ritti-Dias RM, Rivera JA, Robinson SM, Robitaille C, Rodrigues D, Rodríguez-Artalejo F, del Cristo Rodriguez-Perez M, Rodríguez-Villamizar LA, Rojas-Martinez R, Rojroongwasinkul N, Romaguera D, Ronkainen K, Rosengren A, Rouse I, Roy JGR, Rubinstein A, Rühli FJ, Ruiz-Betancourt BS, Russo P, Rutkowski M, Sabanayagam C, Sachdev HS, Saidi O, Salanave B, Martinez ES, Salmerón D, Salomaa V, Salonen JT, Salvetti M, Sánchez-Abanto J, Sandjaja, Sans S, Marina LS, Santos DA, Santos IS, Santos O, dos Santos RN, Santos R, Saramies JL, Sardinha LB, Sarrafzadegan N, Saum KU, Savva S, Savy M, Scazufca M, Rosario AS, Schargrodsky H, Schienkiewitz A, Schipf S, Schmidt CO, Schmidt IM, Schultsz C, Schutte AE, Sein AA, Sen A, Senbanjo IO, Sepanlou SG, Serra-Majem L, Shalnova SA, Sharma SK, Shaw JE, Shibuya K, Shin DW, Shin Y, Shiri R, Siani A, Siantar R, Sibai AM, Silva AM, Silva DAS, Simon M, Simons J, Simons LA, Sjöberg A, Sjöström M, Skovbjerg S, Slowikowska-Hilczer J, Slusarczyk P, Smeeth L, Smith MC, Snijder MB, So HK, Sobngwi E, Söderberg S, Soekatri MYE, Solfrizzi V, Sonestedt E, Song Y, Sørensen TIA, Soric M, Jérome CS, Soumare A, Spinelli A, Spiroski I, Staessen JA, Stamm H, Starc G, Stathopoulou MG, Staub K, Stavreski B, Steene-Johannessen J, Stehle P, Stein AD, Stergiou GS, Stessman J, Stieber J, Stöckl D, Stocks T, Stokwiszewski J, Stratton G, Stronks K, Strufaldi MW, Suárez-Medina R, Sun CA, Sundström J, Sung YT, Sunyer J, Suriyawongpaisal P, Swinburn BA, Sy RG, Szponar L, Tai ES, Tammesoo ML, Tamosiunas A, Tan EJ, Tang X, Tanser F, Tao Y, Tarawneh MR, Tarp J, Tarqui-Mamani CB, Tautu OF, Braunerová RT, Taylor A, Tchibindat F, Theobald H, Theodoridis X, Thijs L, Thuesen BH, Tjonneland A, Tolonen HK, Tolstrup JS, Topbas M, Topór-Madry R, Tormo MJ, Tornaritis MJ, Torrent M, Toselli S, Traissac P, Trichopoulos D, Trichopoulou A, Trinh OTH, Trivedi A, Tshepo L, Tsigga M, Tsugane S, Tulloch-Reid MK, Tullu F, Tuomainen TP, Tuomilehto J, Turley ML, Tynelius P, Tzotzas T, Tzourio C, Ueda P, Ugel EE, Ukoli FAM, Ulmer H, Unal B, Uusitalo HMT, Valdivia G, Vale S, Valvi D, van der Schouw YT, Van Herck K, Van Minh H, van Rossem L, Van Schoor NM, van Valkengoed IGM, Vanderschueren D, Vanuzzo D, Vatten L, Vega T, Veidebaum T, Velasquez-Melendez G, Velika B, Veronesi G, Verschuren WMM, Victora CG, Viegi G, Viet L, Viikari-Juntura E, Vineis P, Vioque J, Virtanen JK, Visvikis-Siest S, Viswanathan B, Vlasoff T, Vollenweider P, Völzke H, Voutilainen S, Vrijheid M, Wade AN, Wagner A, Waldhör T, Walton J, Bebakar WMW, Mohamud WNW, Wanderley RS, Wang MD, Wang Q, Wang YX, Wang YW, Wannamethee SG, Wareham N, Weber A, Wedderkopp N, Weerasekera D, Whincup PH, Widhalm K, Widyahening IS, Wiecek A, Wijga AH, Wilks RJ, Willeit J, Willeit P, Wilsgaard T, Wojtyniak B, Wong-McClure RA, Wong JYY, Wong JE, Wong TY, Woo J, Woodward M, Wu FC, Wu J, Wu S, Xu H, Xu L, Yamborisut U, Yan W, Yang X, Yardim N, Ye X, Yiallouros PK, Yngve A, Yoshihara A, You QS, Younger-Coleman NO, Yusoff F, Yusoff MFM, Zaccagni L, Zafiropulos V, Zainuddin AA, Zambon S, Zampelas A, Zamrazilová H, Zdrojewski T, Zeng Y, Zhao D, Zhao W, Zheng W, Zheng Y, Zholdin B, Zhou M, Zhu D, Zhussupov B, Zimmermann E, Cisneros JZ, Bentham J, Di Cesare M, Bilano V, Bixby H, Zhou B, Stevens GA, Riley LM, Taddei C, Hajifathalian K, Lu Y, Savin S, Cowan MJ, Paciorek CJ, Chirita-Emandi A, Hayes AJ, Katz J, Kelishadi R, Kengne AP, Khang YH, Laxmaiah A, Li Y, Ma J, Miranda JJ, Mostafa A, Neovius M, Padez C, Rampal L, Zhu A, Bennett JE, Danaei G, Bhutta ZA, Ezzati M. Worldwide trends in body-mass index, underweight, overweight, and obesity from 1975 to 2016: a pooled analysis of 2416 population-based measurement studies in 128·9 million children, adolescents, and adults. Lancet 2017; 390:2627-2642. [PMID: 29029897 PMCID: PMC5735219 DOI: 10.1016/s0140-6736(17)32129-3] [Citation(s) in RCA: 3623] [Impact Index Per Article: 517.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Revised: 07/12/2017] [Accepted: 07/19/2017] [Indexed: 02/07/2023]
Abstract
BACKGROUND Underweight, overweight, and obesity in childhood and adolescence are associated with adverse health consequences throughout the life-course. Our aim was to estimate worldwide trends in mean body-mass index (BMI) and a comprehensive set of BMI categories that cover underweight to obesity in children and adolescents, and to compare trends with those of adults. METHODS We pooled 2416 population-based studies with measurements of height and weight on 128·9 million participants aged 5 years and older, including 31·5 million aged 5-19 years. We used a Bayesian hierarchical model to estimate trends from 1975 to 2016 in 200 countries for mean BMI and for prevalence of BMI in the following categories for children and adolescents aged 5-19 years: more than 2 SD below the median of the WHO growth reference for children and adolescents (referred to as moderate and severe underweight hereafter), 2 SD to more than 1 SD below the median (mild underweight), 1 SD below the median to 1 SD above the median (healthy weight), more than 1 SD to 2 SD above the median (overweight but not obese), and more than 2 SD above the median (obesity). FINDINGS Regional change in age-standardised mean BMI in girls from 1975 to 2016 ranged from virtually no change (-0·01 kg/m2 per decade; 95% credible interval -0·42 to 0·39, posterior probability [PP] of the observed decrease being a true decrease=0·5098) in eastern Europe to an increase of 1·00 kg/m2 per decade (0·69-1·35, PP>0·9999) in central Latin America and an increase of 0·95 kg/m2 per decade (0·64-1·25, PP>0·9999) in Polynesia and Micronesia. The range for boys was from a non-significant increase of 0·09 kg/m2 per decade (-0·33 to 0·49, PP=0·6926) in eastern Europe to an increase of 0·77 kg/m2 per decade (0·50-1·06, PP>0·9999) in Polynesia and Micronesia. Trends in mean BMI have recently flattened in northwestern Europe and the high-income English-speaking and Asia-Pacific regions for both sexes, southwestern Europe for boys, and central and Andean Latin America for girls. By contrast, the rise in BMI has accelerated in east and south Asia for both sexes, and southeast Asia for boys. Global age-standardised prevalence of obesity increased from 0·7% (0·4-1·2) in 1975 to 5·6% (4·8-6·5) in 2016 in girls, and from 0·9% (0·5-1·3) in 1975 to 7·8% (6·7-9·1) in 2016 in boys; the prevalence of moderate and severe underweight decreased from 9·2% (6·0-12·9) in 1975 to 8·4% (6·8-10·1) in 2016 in girls and from 14·8% (10·4-19·5) in 1975 to 12·4% (10·3-14·5) in 2016 in boys. Prevalence of moderate and severe underweight was highest in India, at 22·7% (16·7-29·6) among girls and 30·7% (23·5-38·0) among boys. Prevalence of obesity was more than 30% in girls in Nauru, the Cook Islands, and Palau; and boys in the Cook Islands, Nauru, Palau, Niue, and American Samoa in 2016. Prevalence of obesity was about 20% or more in several countries in Polynesia and Micronesia, the Middle East and north Africa, the Caribbean, and the USA. In 2016, 75 (44-117) million girls and 117 (70-178) million boys worldwide were moderately or severely underweight. In the same year, 50 (24-89) million girls and 74 (39-125) million boys worldwide were obese. INTERPRETATION The rising trends in children's and adolescents' BMI have plateaued in many high-income countries, albeit at high levels, but have accelerated in parts of Asia, with trends no longer correlated with those of adults. FUNDING Wellcome Trust, AstraZeneca Young Health Programme.
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Chajès V, Assi N, Biessy C, Ferrari P, Rinaldi S, Slimani N, Lenoir GM, Baglietto L, His M, Boutron-Ruault MC, Trichopoulou A, Lagiou P, Katsoulis M, Kaaks R, Kühn T, Panico S, Pala V, Masala G, Bueno-de-Mesquita HB, Peeters PH, van Gils C, Hjartåker A, Standahl Olsen K, Borgund Barnung R, Barricarte A, Redondo-Sanchez D, Menéndez V, Amiano P, Wennberg M, Key T, Khaw KT, Merritt MA, Riboli E, Gunter MJ, Romieu I. A prospective evaluation of plasma phospholipid fatty acids and breast cancer risk in the EPIC study. Ann Oncol 2017; 28:2836-2842. [PMID: 28950350 DOI: 10.1093/annonc/mdx482] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/08/2023] Open
Abstract
BACKGROUND Intakes of specific fatty acids have been postulated to impact breast cancer risk but epidemiological data based on dietary questionnaires remain conflicting. MATERIALS AND METHODS We assessed the association between plasma phospholipid fatty acids and breast cancer risk in a case-control study nested within the European Prospective Investigation into Cancer and Nutrition study. Sixty fatty acids were measured by gas chromatography in pre-diagnostic plasma phospholipids from 2982 incident breast cancer cases matched to 2982 controls. Conditional logistic regression models were used to estimate relative risk of breast cancer by fatty acid level. The false discovery rate (q values) was computed to control for multiple comparisons. Subgroup analyses were carried out by estrogen receptor (ER) and progesterone receptor expression in the tumours. RESULTS A high level of palmitoleic acid [odds ratio (OR) for the highest quartile compared with the lowest OR (Q4-Q1) 1.37; 95% confidence interval (CI), 1.14-1.64; P for trend = 0.0001, q value = 0.004] as well as a high desaturation index (DI16) (16:1n-7/16:0) [OR (Q4-Q1), 1.28; 95% C, 1.07-1.54; P for trend = 0.002, q value = 0.037], as biomarkers of de novo lipogenesis, were significantly associated with increased risk of breast cancer. Levels of industrial trans-fatty acids were positively associated with ER-negative tumours [OR for the highest tertile compared with the lowest (T3-T1)=2.01; 95% CI, 1.03-3.90; P for trend = 0.047], whereas no association was found for ER-positive tumours (P-heterogeneity =0.01). No significant association was found between n-3 polyunsaturated fatty acids and breast cancer risk, overall or by hormonal receptor. CONCLUSION These findings suggest that increased de novo lipogenesis, acting through increased synthesis of palmitoleic acid, could be a relevant metabolic pathway for breast tumourigenesis. Dietary trans-fatty acids derived from industrial processes may specifically increase ER-negative breast cancer risk.
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Affiliation(s)
- V Chajès
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon.
| | - N Assi
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon
| | - C Biessy
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon
| | - P Ferrari
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon
| | - S Rinaldi
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon
| | - N Slimani
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon
| | | | - L Baglietto
- Institut Gustave Roussy, Villejuif; Université Paris-Saclay, Université Paris-Sud, UVSQ, CESP, INSERM, Villejuif, France
| | - M His
- Institut Gustave Roussy, Villejuif; Université Paris-Saclay, Université Paris-Sud, UVSQ, CESP, INSERM, Villejuif, France
| | - M C Boutron-Ruault
- Institut Gustave Roussy, Villejuif; Université Paris-Saclay, Université Paris-Sud, UVSQ, CESP, INSERM, Villejuif, France
| | - A Trichopoulou
- Hellenic Health Foundation, Athens; WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, University of Athens Medical School, Athens, Greece
| | - P Lagiou
- Hellenic Health Foundation, Athens; WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, University of Athens Medical School, Athens, Greece; Department of Epidemiology, Harvard School of Public Health, Boston, USA
| | | | - R Kaaks
- The German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - T Kühn
- The German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - S Panico
- Dipartimento Di Medicina Clinica E Chirurgia, Federico II University, Naples
| | - V Pala
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan
| | - G Masala
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute - ISPO, Florence, Italy
| | - H B Bueno-de-Mesquita
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands; Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, UK; Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - P H Peeters
- Julius Center for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - C van Gils
- Julius Center for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - A Hjartåker
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Oslo
| | - K Standahl Olsen
- Department of Community Medicine, University of Tromsø-UiT-The Artic University of Norway, Tromsø, Norway
| | - R Borgund Barnung
- Department of Community Medicine, University of Tromsø-UiT-The Artic University of Norway, Tromsø, Norway
| | - A Barricarte
- Navarra Public Health Institute, Pamplona; Navarra Institute for Health Research (IdiSNA), Pamplona; CIBER Epidemiology and Public Health CIBERESP, Madrid
| | - D Redondo-Sanchez
- CIBER Epidemiology and Public Health CIBERESP, Madrid; Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria ibs.Granada, Hospitales Universitarios de Granada, Granada; Universidad de Granada, Granada
| | | | - P Amiano
- CIBER Epidemiology and Public Health CIBERESP, Madrid; Public Health Division of Gipuzkoa, Health Department, Basque Region, San Sebastian, Spain
| | - M Wennberg
- Public Health and Clinical Medicine, Nutritional Research, Umeå University, Umeå, Sweden
| | - T Key
- The Cancer Epidemiology Unit, University of Oxford, Oxford
| | - K T Khaw
- University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - M A Merritt
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, UK
| | - E Riboli
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, UK
| | - M J Gunter
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon
| | - I Romieu
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon
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Andersen ZJ, Stafoggia M, Weinmayr G, Pedersen M, Galassi C, Jørgensen JT, Oudin A, Forsberg B, Olsson D, Oftedal B, Aasvang GM, Aamodt G, Pyko A, Pershagen G, Korek M, De Faire U, Pedersen NL, Östenson CG, Fratiglioni L, Eriksen KT, Tjønneland A, Peeters PH, Bueno-de-Mesquita B, Plusquin M, Key TJ, Jaensch A, Nagel G, Lang A, Wang M, Tsai MY, Fournier A, Boutron-Ruault MC, Baglietto L, Grioni S, Marcon A, Krogh V, Ricceri F, Sacerdote C, Migliore E, Tamayo-Uria I, Amiano P, Dorronsoro M, Vermeulen R, Sokhi R, Keuken M, de Hoogh K, Beelen R, Vineis P, Cesaroni G, Brunekreef B, Hoek G, Raaschou-Nielsen O. Long-Term Exposure to Ambient Air Pollution and Incidence of Postmenopausal Breast Cancer in 15 European Cohorts within the ESCAPE Project. Environ Health Perspect 2017; 125:107005. [PMID: 29033383 PMCID: PMC5933325 DOI: 10.1289/ehp1742] [Citation(s) in RCA: 87] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2017] [Revised: 08/04/2017] [Accepted: 08/12/2017] [Indexed: 05/23/2023]
Abstract
BACKGROUND Epidemiological evidence on the association between ambient air pollution and breast cancer risk is inconsistent. OBJECTIVE We examined the association between long-term exposure to ambient air pollution and incidence of postmenopausal breast cancer in European women. METHODS In 15 cohorts from nine European countries, individual estimates of air pollution levels at the residence were estimated by standardized land-use regression models developed within the European Study of Cohorts for Air Pollution Effects (ESCAPE) and Transport related Air Pollution and Health impacts – Integrated Methodologies for Assessing Particulate Matter (TRANSPHORM) projects: particulate matter (PM) ≤2.5μm, ≤10μm, and 2.5–10μm in diameter (PM2.5, PM10, and PMcoarse, respectively); PM2.5 absorbance; nitrogen oxides (NO2 and NOx); traffic intensity; and elemental composition of PM. We estimated cohort-specific associations between breast cancer and air pollutants using Cox regression models, adjusting for major lifestyle risk factors, and pooled cohort-specific estimates using random-effects meta-analyses. RESULTS Of 74,750 postmenopausal women included in the study, 3,612 developed breast cancer during 991,353 person-years of follow-up. We found positive and statistically insignificant associations between breast cancer and PM2.5 {hazard ratio (HR)=1.08 [95% confidence interval (CI): 0.77, 1.51] per 5 μg/m3}, PM10 [1.07 (95% CI: 0.89, 1.30) per 10 μg/m3], PMcoarse[1.20 (95% CI: 0.96, 1.49 per 5 μg/m3], and NO2 [1.02 (95% CI: 0.98, 1.07 per 10 μg/m3], and a statistically significant association with NOx [1.04 (95% CI: 1.00, 1.08) per 20 μg/m3, p=0.04]. CONCLUSIONS We found suggestive evidence of an association between ambient air pollution and incidence of postmenopausal breast cancer in European women. https://doi.org/10.1289/EHP1742.
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Affiliation(s)
- Zorana J Andersen
- Centre for Epidemiology and Screening, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Massimo Stafoggia
- Department of Epidemiology, Lazio Regional Health Service, Local Health Unit Azienda Sanitaria Locale Roma 1 (ASL RM1), Rome, Italy
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Gudrun Weinmayr
- Institute of Epidemiology and Medical Biometry, Ulm University, Ulm, Germany
| | - Marie Pedersen
- Centre for Epidemiology and Screening, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
- The Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Claudia Galassi
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy
| | - Jeanette T Jørgensen
- Centre for Epidemiology and Screening, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Anna Oudin
- Occupational and Environmental Medicine, Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Bertil Forsberg
- Occupational and Environmental Medicine, Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - David Olsson
- Occupational and Environmental Medicine, Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | | | | | - Geir Aamodt
- Norwegian Institute of Public Health, Oslo, Norway
| | - Andrei Pyko
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Göran Pershagen
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Michal Korek
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Ulf De Faire
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Nancy L Pedersen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm, Sweden
| | - Claes-Göran Östenson
- Department of Molecular Medicine and Surgery, Karolinska Institute, Stockholm, Sweden
| | - Laura Fratiglioni
- Aging Research Center, Department of Neurobiology Care Science and Society, Karolinska Institute, Stockholm, Sweden
| | | | - Anne Tjønneland
- The Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Petra H Peeters
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, Netherlands
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK
| | - Bas Bueno-de-Mesquita
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
- Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Michelle Plusquin
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK
| | - Timothy J Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Andrea Jaensch
- Institute of Epidemiology and Medical Biometry, Ulm University, Ulm, Germany
| | - Gabriele Nagel
- Institute of Epidemiology and Medical Biometry, Ulm University, Ulm, Germany
- Agency for Preventive and Social Medicine, Bregenz, Austria
| | - Alois Lang
- Vorarlberg Cancer Registry, Agency for Preventive and Social Medicine (aks, Bregenz, Austria
| | - Meng Wang
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, Washington, USA
| | - Ming-Yi Tsai
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, Washington, USA
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Agnes Fournier
- Centre de recherche en Épidémiologie et Santé des Populations (CESP) "Health across Generations", Institut national de la santé et de la recherche médicale (Inserm), Université Paris-Saclay, Villejuif, France
- Institut Gustave Roussy, Villejuif, France
| | - Marie-Christine Boutron-Ruault
- Centre de recherche en Épidémiologie et Santé des Populations (CESP) "Health across Generations", Institut national de la santé et de la recherche médicale (Inserm), Université Paris-Saclay, Villejuif, France
- Institut Gustave Roussy, Villejuif, France
| | - Laura Baglietto
- Centre de recherche en Épidémiologie et Santé des Populations (CESP) "Health across Generations", Institut national de la santé et de la recherche médicale (Inserm), Université Paris-Saclay, Villejuif, France
- Institut Gustave Roussy, Villejuif, France
| | - Sara Grioni
- Epidemiology and Prevention Unit, Department of Preventive and Predictive Medicine, Fondazione Istituto di ricovero e cura a carattere scientifico (IRCCS) Istituto Nazionale dei Tumori, Milan, Italy
| | - Alessandro Marcon
- Unit of Epidemiology and Medical Statistics, Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Vittorio Krogh
- Epidemiology and Prevention Unit, Department of Preventive and Predictive Medicine, Fondazione Istituto di ricovero e cura a carattere scientifico (IRCCS) Istituto Nazionale dei Tumori, Milan, Italy
| | - Fulvio Ricceri
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy
- Unit of Epidemiology, Regional Health Service Azienda Sanitaria Locale Torino 3 (ASL TO3), Grugliasco, Italy
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy
| | - Enrica Migliore
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy
| | - Ibon Tamayo-Uria
- ISGlobal Institute de Salut Global Barcelona, Barcelona, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER en Epidemiología y Salud Pública-CIBERESP), Madrid, Spain
- Universitat Pompeu Fabra, Barcelona, Spain
| | - Pilar Amiano
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER en Epidemiología y Salud Pública-CIBERESP), Madrid, Spain
- Public Health Department of Gipuzkoa, BioDonostia Research Institute, San Sebastian, Spain
| | - Miren Dorronsoro
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER en Epidemiología y Salud Pública-CIBERESP), Madrid, Spain
- Public Health Department of Gipuzkoa, BioDonostia Research Institute, San Sebastian, Spain
| | - Roel Vermeulen
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, Netherlands
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, Netherlands
| | - Ranjeet Sokhi
- Centre for Atmospheric and Instrumentation Research, University of Hertfordshire, Hatfield, UK
| | - Menno Keuken
- Netherlands Organization for Applied Scientific Research, Utrecht, Netherlands
| | - Kees de Hoogh
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Rob Beelen
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, Netherlands
- National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Paolo Vineis
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK
- Molecular and Epidemiology Unit, Human Genetics Foundation (HuGeF), Torino, Italy
| | - Giulia Cesaroni
- Department of Epidemiology, Lazio Regional Health Service, Local Health Unit Azienda Sanitaria Locale Roma 1 (ASL RM1), Rome, Italy
| | - Bert Brunekreef
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, Netherlands
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER en Epidemiología y Salud Pública-CIBERESP), Madrid, Spain
| | - Gerard Hoek
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, Netherlands
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, Netherlands
| | - Ole Raaschou-Nielsen
- The Danish Cancer Society Research Center, Copenhagen, Denmark
- Department of Environmental Science, Aarhus University, Roskilde, Denmark
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44
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Nichols HB, Schoemaker MJ, Wright LB, McGowan C, Brook MN, McClain KM, Jones ME, Adami HO, Agnoli C, Baglietto L, Bernstein L, Bertrand KA, Blot WJ, Boutron-Ruault MC, Butler L, Chen Y, Doody MM, Dossus L, Eliassen AH, Giles GG, Gram IT, Hankinson SE, Hoffman-Bolton J, Kaaks R, Key TJ, Kirsh VA, Kitahara CM, Koh WP, Larsson SC, Lund E, Ma H, Merritt MA, Milne RL, Navarro C, Overvad K, Ozasa K, Palmer JR, Peeters PH, Riboli E, Rohan TE, Sadakane A, Sund M, Tamimi RM, Trichopoulou A, Vatten L, Visvanathan K, Weiderpass E, Willett WC, Wolk A, Zeleniuch-Jacquotte A, Zheng W, Sandler DP, Swerdlow AJ. The Premenopausal Breast Cancer Collaboration: A Pooling Project of Studies Participating in the National Cancer Institute Cohort Consortium. Cancer Epidemiol Biomarkers Prev 2017; 26:1360-1369. [PMID: 28600297 PMCID: PMC5581673 DOI: 10.1158/1055-9965.epi-17-0246] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Revised: 04/28/2017] [Accepted: 05/23/2017] [Indexed: 12/15/2022] Open
Abstract
Breast cancer is a leading cancer diagnosis among premenopausal women around the world. Unlike rates in postmenopausal women, incidence rates of advanced breast cancer have increased in recent decades for premenopausal women. Progress in identifying contributors to breast cancer risk among premenopausal women has been constrained by the limited numbers of premenopausal breast cancer cases in individual studies and resulting low statistical power to subcategorize exposures or to study specific subtypes. The Premenopausal Breast Cancer Collaborative Group was established to facilitate cohort-based analyses of risk factors for premenopausal breast cancer by pooling individual-level data from studies participating in the United States National Cancer Institute Cohort Consortium. This article describes the Group, including the rationale for its initial aims related to pregnancy, obesity, and physical activity. We also describe the 20 cohort studies with data submitted to the Group by June 2016. The infrastructure developed for this work can be leveraged to support additional investigations. Cancer Epidemiol Biomarkers Prev; 26(9); 1360-9. ©2017 AACR.
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Affiliation(s)
- Hazel B Nichols
- University of North Carolina, Gillings School of Global Public Health, Chapel Hill, North Carolina.
| | - Minouk J Schoemaker
- Division of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, United Kingdom
| | - Lauren B Wright
- Division of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, United Kingdom
| | - Craig McGowan
- University of North Carolina, Gillings School of Global Public Health, Chapel Hill, North Carolina
| | - Mark N Brook
- Division of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, United Kingdom
| | - Kathleen M McClain
- University of North Carolina, Gillings School of Global Public Health, Chapel Hill, North Carolina
| | - Michael E Jones
- Division of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, United Kingdom
| | - Hans-Olov Adami
- Karolinska Institutet, MEB, University of Oslo Institute of Health and Society, Sweden, Norway
| | - Claudia Agnoli
- Fondazione IRCCS Istituto Nazionale dei Tumori, Italy, France
| | - Laura Baglietto
- Centre for Research in Epidemiology and Population Health (CESP), France
| | - Leslie Bernstein
- Beckman Research Institute of City of Hope, Monrovia, California
| | | | - William J Blot
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, Tennessee
| | | | - Lesley Butler
- University of Pittsburgh Graduate School of Public Health, University of Pittsburgh Cancer Institute, Pittsburgh, Pennsylvania
| | - Yu Chen
- NYU School of Medicine, New York, New York
| | - Michele M Doody
- Radiation Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Bethesda, Maryland
| | - Laure Dossus
- International Agency for Research on Cancer, France
| | - A Heather Eliassen
- Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard T.H. Chan School of Public Health and Harvard Medical School, Boston, Massachusetts
| | - Graham G Giles
- Cancer Council Victoria, University of Melbourne, Melbourne, Australia
| | - Inger T Gram
- University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | - Susan E Hankinson
- Department of Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts, Boston, Massachusetts
| | | | - Rudolf Kaaks
- Division of Cancer Epidemiology, DKFZ, Heidelberg, Germany
| | | | - Victoria A Kirsh
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Cari M Kitahara
- Radiation Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Bethesda, Maryland
| | | | - Susanna C Larsson
- Karolinska Institutet, Institute of Environmental Medicine, Stockholm, Sweden
| | - Eiliv Lund
- UiT (University of Tromsø), Tromsø, Norway
| | - Huiyan Ma
- Beckman Research Institute of City of Hope, Monrovia, California
| | | | - Roger L Milne
- Cancer Council Victoria, University of Melbourne, Melbourne, Australia
| | - Carmen Navarro
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP); Department of Health and Social Sciences, Universidad de Murcia, Murcia, Spain
| | - Kim Overvad
- Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark
| | - Kotaro Ozasa
- Radiation Effects Research Foundation, Hiroshima, Japan
| | - Julie R Palmer
- Slone Epidemiology Center at Boston University, Boston, Massachusetts
| | | | - Elio Riboli
- School of Public Health, Imperial College London, United Kingdom
| | | | | | | | - Rulla M Tamimi
- Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard T.H. Chan School of Public Health and Harvard Medical School, Boston, Massachusetts
| | | | - Lars Vatten
- Norwegian University of Science and Technology, Trondheim, Norway
| | - Kala Visvanathan
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Elisabete Weiderpass
- Karolinska Institutet, Department of Epidemiology and Biostatistics, Oslo, Norway
- Department of Research, Head, Group of Etiological Cancer Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
- Department of Community Medicine, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
| | - Walter C Willett
- Department of Nutrition and Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Alicja Wolk
- Karolinska Institutet, Institute of Environmental Medicine, Stockholm, Sweden
| | | | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Dale P Sandler
- Epidemiology Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina
| | - Anthony J Swerdlow
- Division of Genetics and Epidemiology, The Institute of Cancer Research, Sutton, United Kingdom
- Division of Breast Cancer Research, The Institute of Cancer Research, London, United Kingdom
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45
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Sarink D, Schock H, Johnson T, Overvad K, Holm M, Tjønneland A, Boutron-Ruault MC, His M, Kvaskoff M, Boeing H, Lagiou P, Papatesta EM, Trichopoulou A, Palli D, Pala V, Mattiello A, Tumino R, Sacerdote C, Bueno-de-Mesquita HBA, van Gils CH, Peeters PH, Weiderpass E, Agudo A, Sánchez MJ, Chirlaque MD, Ardanaz E, Amiano P, Khaw KT, Travis R, Dossus L, Gunter M, Rinaldi S, Merritt M, Riboli E, Kaaks R, Fortner RT. Circulating RANKL and RANKL/OPG and Breast Cancer Risk by ER and PR Subtype: Results from the EPIC Cohort. Cancer Prev Res (Phila) 2017; 10:525-534. [PMID: 28701332 PMCID: PMC5603271 DOI: 10.1158/1940-6207.capr-17-0125] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Revised: 06/14/2017] [Accepted: 06/26/2017] [Indexed: 01/09/2023]
Abstract
Receptor activator of nuclear factor-kappa B (RANK)-RANK ligand (RANKL) signaling promotes mammary tumor development in experimental models. Circulating concentrations of soluble RANKL (sRANKL) may influence breast cancer risk via activation of RANK signaling; this may be modulated by osteoprotegerin (OPG), the decoy receptor for RANKL. sRANKL and breast cancer risk by hormone receptor subtype has not previously been investigated. A case-control study was nested in the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort. This study included 1,976 incident invasive breast cancer cases [estrogen receptor positive (ER+), n = 1,598], matched 1:1 to controls. Women were pre- or postmenopausal at blood collection. Serum sRANKL was quantified using an ELISA, serum OPG using an electrochemiluminescent assay. Risk ratios (RR) and 95% confidence intervals (95% CI) were calculated using conditional logistic regression. Associations between sRANKL and breast cancer risk differed by tumor hormone receptor status (Phet = 0.05). Higher concentrations of sRANKL were positively associated with risk of ER+ breast cancer [5th vs. 1st quintile RR 1.28 (95% CI, 1.01-1.63); Ptrend = 0.20], but not ER- disease. For both ER+ and estrogen and progesterone receptor positive (ER+PR+) breast cancer, results considering the sRANKL/OPG ratio were similar to those for sRANKL; we observed a suggestive inverse association between the ratio and ER-PR- disease [5th vs. 1st quintile RR = 0.60 (0.31-1.14); Ptrend = 0.03]. This study provides the first large-scale prospective data on circulating sRANKL and breast cancer. We observed limited evidence for an association between sRANKL and breast cancer risk. Cancer Prev Res; 10(9); 525-34. ©2017 AACR.
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Affiliation(s)
- Danja Sarink
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Helena Schock
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Theron Johnson
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Kim Overvad
- Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark
| | - Marianne Holm
- Unit of Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Anne Tjønneland
- Unit of Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | | | - Mathilde His
- Université Paris-Saclay, Université Paris-Sud, UVSQ, CESP, INSERM, Villejuif, France
- Gustave Roussy, Villejuif, France
| | - Marina Kvaskoff
- Université Paris-Saclay, Université Paris-Sud, UVSQ, CESP, INSERM, Villejuif, France
- Gustave Roussy, Villejuif, France
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
| | - Pagona Lagiou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts
| | | | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Domenico Palli
- Cancer Risk Factors and Lifestyle Epidemiology Unit, Cancer Research and Prevention Institute, ISPO, Florence, Italy
| | - Valeria Pala
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Amalia Mattiello
- Dipartimento di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Department, "Civic- M.P Arezzo" Hospital, ASP Ragusa, Italy
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy
| | - H B As Bueno-de-Mesquita
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, United Kingdom
| | - Carla H van Gils
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht, the Netherlands
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht, the Netherlands
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
| | - Antonio Agudo
- Unit of Nutrition and Cancer, IDIBELL, Catalan Institute of Oncology (ICO), L'Hospitalet de Llobregat, Barcelona, Spain
| | - Maria-José Sánchez
- Escuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria ibs.Granada. Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Maria-Dolores Chirlaque
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Department of Health and Social Sciences, Universidad de Murcia, Murcia, Spain
| | - Eva Ardanaz
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Navarra Public Health Institute, Pamplona, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
| | - Pilar Amiano
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Public Health Division of Gipuzkoa, BioDonostia Health Research Istitute, San Sebastian, Spain
| | - Kay Tee Khaw
- Cancer Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom
| | - Ruth Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Laure Dossus
- International Agency for Research on Cancer, Lyon, France
| | - Mark Gunter
- International Agency for Research on Cancer, Lyon, France
| | - Sabina Rinaldi
- International Agency for Research on Cancer, Lyon, France
| | - Melissa Merritt
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, United Kingdom
| | - Elio Riboli
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, United Kingdom
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Renée T Fortner
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
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46
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Jakszyn P, Fonseca-Nunes A, Lujan-Barroso L, Aranda N, Tous M, Arija V, Cross A, Bueno-de-Mesquita HBA, Weiderpass E, Kühn T, Kaaks R, Sjöberg K, Ohlsson B, Tumino R, Palli D, Ricceri F, Fasanelli F, Krogh V, Mattiello A, Jenab M, Gunter M, Perez-Cornago A, Khaw KT, Tjønneland A, Olsen A, Overvad K, Trichopoulou A, Peppa E, Vasilopoulou E, Boeing H, Sánchez-Cantalejo E, Huerta JM, Dorronsoro M, Barricarte A, Quirós JM, Peeters PH, Agudo A. Hepcidin levels and gastric cancer risk in the EPIC-EurGast study. Int J Cancer 2017; 141:945-951. [PMID: 28543377 DOI: 10.1002/ijc.30797] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2017] [Revised: 04/20/2017] [Accepted: 05/02/2017] [Indexed: 11/06/2022]
Abstract
Hepcidin is the main regulator of iron homeostasis and dysregulation of proteins involved in iron metabolism has been associated with tumorogenesis. However, to date, no epidemiological study has researched the association between hepcidin levels and gastric cancer risk. To further investigate the relationship between hepcidin levels and gastric cancer risk, we conducted a nested case-control study (EURGAST) within the multicentric European Prospective Investigation into Cancer and Nutrition study. The study included 456 primary incident gastric adenocarcinoma cases and 900 matched controls that occurred during an average of 11 years of follow-up. We measured serum levels of hepcidin-25, iron, ferritin, transferrin and C-reactive protein. Odds ratios (ORs) and 95% confidence intervals (CIs) for the risk of gastric cancer by hepcidin levels were estimated from multivariable conditional logistic regression models. Mediation effect of the ferritin levels on the hepcidin-gastric cancer pathway was also evaluated. After adjusting for relevant confounders, we observed a statistically significant inverse association between gastric cancer and hepcidin levels (OR 5 ng/l = 0.96, 95% CI = 0.93-0.99). No differences were found by tumor localization or histological type. In mediation analysis, we found that the direct effect of hepcidin only represents a nonsignificant 38% (95% CI: -69%, 91%). In summary, these data suggest that the inverse association of hepcidin levels and gastric cancer risk was mostly accounted by ferritin levels. Further investigation including repeated measures of hepcidin is needed to clarify their role in gastric carcinogenesis.
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Affiliation(s)
- Paula Jakszyn
- Unit of Nutrition and Cancer, Catalan Institute of Oncology-ICO, IDIBELL, L'Hospitalet De Llobregat, Barcelona, Spain
| | - Ana Fonseca-Nunes
- Unit of Nutrition and Cancer, Catalan Institute of Oncology-ICO, IDIBELL, L'Hospitalet De Llobregat, Barcelona, Spain
| | - Leila Lujan-Barroso
- Unit of Nutrition and Cancer, Catalan Institute of Oncology-ICO, IDIBELL, L'Hospitalet De Llobregat, Barcelona, Spain
- Department of Nursing of Public Health, Mental Health and Maternity and Child Health School of Nursing Universitat de Barcelona,Spain
| | - Núria Aranda
- Nutrition and Public Health Unit, Faculty of Medicine and Health Sciences, Research Group in Nutrition and Mental Health (NUTRISAM), Institut d'investigació Sanitària Pere Virgili (IISPV), Universitat Rovira i Virgili (URV), Reus, Tarragona, Spain
| | - Mónica Tous
- Nutrition and Public Health Unit, Faculty of Medicine and Health Sciences, Research Group in Nutrition and Mental Health (NUTRISAM), Institut d'investigació Sanitària Pere Virgili (IISPV), Universitat Rovira i Virgili (URV), Reus, Tarragona, Spain
| | - Victoria Arija
- Nutrition and Public Health Unit, Faculty of Medicine and Health Sciences, Research Group in Nutrition and Mental Health (NUTRISAM), Institut d'investigació Sanitària Pere Virgili (IISPV), Universitat Rovira i Virgili (URV), Reus, Tarragona, Spain
| | - Amanda Cross
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, United Kingdom
| | - H B As Bueno-de-Mesquita
- Department of Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Gastroenterology and Hepatology, University Medical Centre, Utrecht, The Netherlands
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
| | - Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Foundation under Public Law, Heidelberg, Germany
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Foundation under Public Law, Heidelberg, Germany
| | - Klas Sjöberg
- Department of Clinical Sciences, Lund University, Department of Gastroenterology and Nutrition, Skåne University Hospital, Malmö, Sweden
| | - Bodil Ohlsson
- Department of Internal Medicine, Lund University, Skane University Hospital, Malmö, Sweden
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, "Civic - M.P. Arezzo" hospital, ASP Ragusa, Italy
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute - ISPO Florence, Italy
| | - Fulvio Ricceri
- Unit of Epidemiology, Regional Health Service, Grugliasco, Turin, Italy
| | | | - Vittorio Krogh
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Amalia Mattiello
- Department of Clinical and Experimental Medicine, Federico II University Naples, Italy
| | - Mazda Jenab
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France
| | - Marc Gunter
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France
| | - Aurora Perez-Cornago
- Cancer Epidemiology Unit; Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Kay-Tee Khaw
- Department Public Health and Primary Care, University of Cambridge, United Kingdom
| | | | - Anja Olsen
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Kim Overvad
- Department of Public Health, Section for Epidemiology, Aarhus University, Denmark
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Greece
| | | | - Effie Vasilopoulou
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Greece
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition, Potsdam-Rehbruecke, Nuthetal, Germany
| | - Emilio Sánchez-Cantalejo
- Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria ibs, Granada, Hospitales Universitarios de Granada/Universidad de Granada, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
| | - José María Huerta
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
| | - Miren Dorronsoro
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Basque Regional Health Department, San Sebastian, Spain
| | - Aurelio Barricarte
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Basque Regional Health Department, San Sebastian, Spain
- Navarre Public Health Institute, Pamplona, Spain
| | - José Maria Quirós
- CIBER de Epidemiología y Salud Pública (CIBERESP), Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Basque Regional Health Department, San Sebastian, Spain
- Navarre Public Health Institute, Pamplona, Spain
- Public Health Directorate, Asturias, Spain
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht, The Netherlands
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom
| | - Antonio Agudo
- Unit of Nutrition and Cancer, Catalan Institute of Oncology-ICO, IDIBELL, L'Hospitalet De Llobregat, Barcelona, Spain
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47
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Carayol M, Leitzmann MF, Ferrari P, Zamora-Ros R, Achaintre D, Stepien M, Schmidt JA, Travis RC, Overvad K, Tjønneland A, Hansen L, Kaaks R, Kühn T, Boeing H, Bachlechner U, Trichopoulou A, Bamia C, Palli D, Agnoli C, Tumino R, Vineis P, Panico S, Quirós JR, Sánchez-Cantalejo E, Huerta JM, Ardanaz E, Arriola L, Agudo A, Nilsson J, Melander O, Bueno-de-Mesquita B, Peeters PH, Wareham N, Khaw KT, Jenab M, Key TJ, Scalbert A, Rinaldi S. Blood Metabolic Signatures of Body Mass Index: A Targeted Metabolomics Study in the EPIC Cohort. J Proteome Res 2017; 16:3137-3146. [PMID: 28758405 PMCID: PMC6198936 DOI: 10.1021/acs.jproteome.6b01062] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Metabolomics is now widely used to characterize metabolic phenotypes associated with lifestyle risk factors such as obesity. The objective of the present study was to explore the associations of body mass index (BMI) with 145 metabolites measured in blood samples in the European Prospective Investigation into Cancer and Nutrition (EPIC) study. Metabolites were measured in blood from 392 men from the Oxford (UK) cohort (EPIC-Oxford) and in 327 control subjects who were part of a nested case-control study on hepatobiliary carcinomas (EPIC-Hepatobiliary). Measured metabolites included amino acids, acylcarnitines, hexoses, biogenic amines, phosphatidylcholines, and sphingomyelins. Linear regression models controlled for potential confounders and multiple testing were run to evaluate the associations of metabolite concentrations with BMI. 40 and 45 individual metabolites showed significant differences according to BMI variations, in the EPIC-Oxford and EPIC-Hepatobiliary subcohorts, respectively. Twenty two individual metabolites (kynurenine, one sphingomyelin, glutamate and 19 phosphatidylcholines) were associated with BMI in both subcohorts. The present findings provide additional knowledge on blood metabolic signatures of BMI in European adults, which may help identify mechanisms mediating the relationship of BMI with obesity-related diseases.
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Affiliation(s)
- Marion Carayol
- International Agency for Research on Cancer, Section of Nutrition and Metabolism, 150 cours Albert Thomas, 69372 Lyon Cedex 08, France
| | - Michael F. Leitzmann
- International Agency for Research on Cancer, Section of Nutrition and Metabolism, 150 cours Albert Thomas, 69372 Lyon Cedex 08, France
| | - Pietro Ferrari
- International Agency for Research on Cancer, Section of Nutrition and Metabolism, 150 cours Albert Thomas, 69372 Lyon Cedex 08, France
| | - Raul Zamora-Ros
- International Agency for Research on Cancer, Section of Nutrition and Metabolism, 150 cours Albert Thomas, 69372 Lyon Cedex 08, France
| | - David Achaintre
- International Agency for Research on Cancer, Section of Nutrition and Metabolism, 150 cours Albert Thomas, 69372 Lyon Cedex 08, France
| | - Magdalena Stepien
- International Agency for Research on Cancer, Section of Nutrition and Metabolism, 150 cours Albert Thomas, 69372 Lyon Cedex 08, France
| | - Julie A. Schmidt
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Oxford, OX3 7LF, United Kingdom
| | - Ruth C. Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Oxford, OX3 7LF, United Kingdom
| | - Kim Overvad
- Aarhus University, Department of Public Health, Section for Epidemiology, Bartholins Alle 2, DK-8000 Aarhus C, Denmark
| | - Anne Tjønneland
- Danish Cancer Society Research Center, Strandboulevarden 49, DK-2100 Copenhagen, Denmark
| | - Louise Hansen
- Danish Cancer Society Research Center, Strandboulevarden 49, DK-2100 Copenhagen, Denmark
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, D-69120 Heidelberg, Germany
| | - Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, D-69120 Heidelberg, Germany
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke (DIfE), Arthur-Scheunert-Allee 114-116, 14558 Nuthetal, Germany
| | - Ursula Bachlechner
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke (DIfE), Arthur-Scheunert-Allee 114-116, 14558 Nuthetal, Germany
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Alexandroupoleos 23, Athens 11527, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Dept. of Hygiene, Epidemiology and Medical Statistics, University of Athens Medical School, Mikras Asias 75, Goudi GR-11527, Athens, Greece
- Department of Epidemiology, Harvard School of Public Health, 677 Huntington Avenue. Boston, Massachusetts 02115, USA
| | - Christina Bamia
- Hellenic Health Foundation, Alexandroupoleos 23, Athens 11527, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Dept. of Hygiene, Epidemiology and Medical Statistics, University of Athens Medical School, Mikras Asias 75, Goudi GR-11527, Athens, Greece
| | - Domenico Palli
- Molecular and Nutritional Epidemiology Unit, Cancer Research and Prevention Institute (ISPO), Ponte Nuovo, Via delle Oblate n.4, Padiglione 28-A Mario Fiori, 50141 Florence, Italy
| | - Claudia Agnoli
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian, 1, 20133 Milan, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, "Civic - M.P. Arezzo" Hospital, Via Dante 109, 97100, ASP Ragusa, Italy
| | - Paolo Vineis
- Department of Epidemiology and Biostatistics, Imperial College London, School of Public Health, St Mary's Campus, Norfolk Place W2 1PG London, UK
- HuGeF Foundation, Via Nizza 52, 10126, Turin, Italy
| | - Salvatore Panico
- Dipartimento di Medicina Clinica e Chirurgia, Medical School of Naples, Federico II University, Via Sergio Pansini, 5, 80131, Naples, Italy
| | - J. Ramón Quirós
- EPIC Asturias, Public Health Directorate, Asturias, Ciriaco Miguel Vigil St, 9 33006 Oviedo, Spain
| | - Emilio Sánchez-Cantalejo
- Escuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria ibs. Granada. Hospitales Universitarios de Granada/Universidad de Granada, Cuesta del Observatorio, 4, 18011 Granada, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP). Av. Monforte de Lemos, 3-5, 28029, Madrid, Spain
| | - José María Huerta
- CIBER Epidemiología y Salud Pública (CIBERESP). Av. Monforte de Lemos, 3-5, 28029, Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca. Ronda de Levante, 11. 30008, Murcia, Spain
| | - Eva Ardanaz
- CIBER Epidemiología y Salud Pública (CIBERESP). Av. Monforte de Lemos, 3-5, 28029, Madrid, Spain
- Navarra Public Health Institute, C/ Leyre, 15, 31003, Pamplona Spain
- IdiSNA, Navarra Institute for Health Research, C/ Irunlarrea, 3, 31008, Pamplona Spain
| | - Larraitz Arriola
- CIBER Epidemiología y Salud Pública (CIBERESP). Av. Monforte de Lemos, 3-5, 28029, Madrid, Spain
- Public Health Division of Gipuzkoa, Instituto BIO-Donostia, Basque Government, Av. Navarra 4, 20013 San Sebastian, Spain
| | - Antonio Agudo
- Unit of Nutrition and Cancer. Cancer Epidemiology Research Program. Catalan Institute of Oncology-IDIBELL. Av. Gran Via de l'Hospitalet 199-203, 08908 L'Hospitalet de Llobregat, Spain
| | - Jan Nilsson
- Department of Clinical Sciences Malmö, Lund University, Jan Waldenströms gata 35, 20502 Malmö, Sweden
| | - Olle Melander
- Department of Clinical Sciences Malmö, Lund University, Jan Waldenströms gata 35, 20502 Malmö, Sweden
| | - Bas Bueno-de-Mesquita
- Department of Epidemiology and Biostatistics, Imperial College London, School of Public Health, St Mary's Campus, Norfolk Place W2 1PG London, UK
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), PO Box1, 3720 BA, Bilthoven, The Netherlands
- Department of Gastroenterology and Hepatology, University Medical Center Utrecht, Room number F02.649, Internal mail no F02.618, P.O. Box 85500, 3508 GA UTRECHT, The Netherlands
- Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Pantai Valley, 50603, Kuala Lumpur, Malaysia
| | - Petra H. Peeters
- Department of Epidemiology and Biostatistics, Imperial College London, School of Public Health, St Mary's Campus, Norfolk Place W2 1PG London, UK
- Dept of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, STR 6.131, PO Box 85500, 3508GA Utrecht, the Netherlands
| | - Nick Wareham
- Medical Research Council Epidemiology Unit, MRC Epidemiology Unit, University of Cambridge, School of Clinical Medicine, Box 285 Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK
| | - Kay-Tee Khaw
- Department of Public Health and Primary Care, Strangeways Research Laboratory, University of Cambridge, Cambridge CB1 8RN, UK
| | - Mazda Jenab
- International Agency for Research on Cancer, Section of Nutrition and Metabolism, 150 cours Albert Thomas, 69372 Lyon Cedex 08, France
| | - Timothy J. Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Oxford, OX3 7LF, United Kingdom
| | - Augustin Scalbert
- International Agency for Research on Cancer, Section of Nutrition and Metabolism, 150 cours Albert Thomas, 69372 Lyon Cedex 08, France
| | - Sabina Rinaldi
- International Agency for Research on Cancer, Section of Nutrition and Metabolism, 150 cours Albert Thomas, 69372 Lyon Cedex 08, France
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48
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Duell EJ, Lujan-Barroso L, Sala N, McElyea SD, Overvad K, Tjonneland A, Olsen A, Weiderpass E, Busund LT, Moi L, Muller D, Vineis P, Aune D, Matullo G, Naccarati A, Panico S, Tagliabue G, Tumino R, Palli D, Kaaks R, Katzke VA, Boeing H, Bueno-de-Mesquita H, Peeters PH, Trichopoulou A, Lagiou P, Kotanidou A, Travis RC, Wareham N, Khaw KT, Quiros JR, Rodríguez-Barranco M, Dorronsoro M, Chirlaque MD, Ardanaz E, Severi G, Boutron-Ruault MC, Rebours V, Brennan P, Gunter M, Scelo G, Cote G, Sherman S, Korc M. Plasma microRNAs as biomarkers of pancreatic cancer risk in a prospective cohort study. Int J Cancer 2017; 141:905-915. [PMID: 28542740 PMCID: PMC5536971 DOI: 10.1002/ijc.30790] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2017] [Revised: 03/27/2017] [Accepted: 04/19/2017] [Indexed: 02/06/2023]
Abstract
Noninvasive biomarkers for early pancreatic ductal adenocarcinoma (PDAC) diagnosis and disease risk stratification are greatly needed. We conducted a nested case-control study within the Prospective Investigation into Cancer and Nutrition (EPIC) cohort to evaluate prediagnostic microRNAs (miRs) as biomarkers of subsequent PDAC risk. A panel of eight miRs (miR-10a, -10b, -21-3p, -21-5p, -30c, -106b, -155 and -212) based on previous evidence from our group was evaluated in 225 microscopically confirmed PDAC cases and 225 controls matched on center, sex, fasting status and age/date/time of blood collection. MiR levels in prediagnostic plasma samples were determined by quantitative RT-PCR. Logistic regression was used to model levels and PDAC risk, adjusting for covariates and to estimate area under the receiver operating characteristic curves (AUC). Plasma miR-10b, -21-5p, -30c and -106b levels were significantly higher in cases diagnosed within 2 years of blood collection compared to matched controls (all p-values <0.04). Based on adjusted logistic regression models, levels for six miRs (miR-10a, -10b, -21-5p, -30c, -155 and -212) overall, and for four miRs (-10a, -10b, -21-5p and -30c) at shorter follow-up time between blood collection and diagnosis (≤5 yr, ≤2 yr), were statistically significantly associated with risk. A score based on the panel showed a linear dose-response trend with risk (p-value = 0.0006). For shorter follow-up (≤5 yr), AUC for the score was 0.73, and for individual miRs ranged from 0.73 (miR-212) to 0.79 (miR-21-5p).
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Affiliation(s)
- Eric J. Duell
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO-IDIBELL), Barcelona, Spain
| | - Leila Lujan-Barroso
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO-IDIBELL), Barcelona, Spain
| | - Núria Sala
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO-IDIBELL), Barcelona, Spain
| | - Samantha Deitz McElyea
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Kim Overvad
- Aarhus University, Department of Public Health, Section for Epidemiology, Aarhus C, Denmark
| | | | - Anja Olsen
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Elisabete Weiderpass
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Community Medicine, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
| | - Lill-Tove Busund
- Department of Clinical Pathology, University Hospital of North Norway, Tromso, Norway
- Department of Medical Biology, UiT The Arctic University of Norway, Tromso, Norway
| | - Line Moi
- Department of Clinical Pathology, University Hospital of North Norway, Tromso, Norway
- Department of Medical Biology, UiT The Arctic University of Norway, Tromso, Norway
| | - David Muller
- School of Public Health, Epidemiology & Biostatistics, Imperial College London, London, United Kingdom
| | - Paolo Vineis
- School of Public Health, Epidemiology & Biostatistics, Imperial College London, London, United Kingdom
| | - Dagfinn Aune
- School of Public Health, Epidemiology & Biostatistics, Imperial College London, London, United Kingdom
| | - Giuseppe Matullo
- Human Genetics Foundation (HuGeF), Turin, Italy
- Department of Medical Sciences, University of Turin, Turin, Italy
| | | | - Salvatore Panico
- Dipartimento di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy
| | - Giovanna Tagliabue
- Lombardy Cancer Registry Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, "Civic - M.P. Arezzo" Hospital, ASP Ragusa, Italy
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute – ISPO, Florence- Italy
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Verena A. Katzke
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition, Potsdam-Rehbruecke, Nuthetal, Germany
| | - H.B(as) Bueno-de-Mesquita
- Dt. for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Dt. of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, United Kingdom
- Dt. of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Petra H. Peeters
- Dept of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
- MRC-PHE Centre for Environment and Health, Dept of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Dept. of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Greece
| | - Pagona Lagiou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Dept. of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Greece
- Department of Epidemiology, Harvard School of Public Health, Boston, USA
| | - Anastasia Kotanidou
- Hellenic Health Foundation, Athens, Greece
- Department of Critical Care Medicine & Pulmonary Services, University of Athens Medical School, Evangelismos Hospital, Athens, Greece
| | - Ruth C. Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Nick Wareham
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
| | - Kay-Tee Khaw
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
| | | | - Miguel Rodríguez-Barranco
- Andalusian School of Public Health, Research Insititute Biosanitary Granada, University Hospital Granada/University of Granada, Granada
- CIBER Epidemiology and Public Health (CIBERESP), Madrid
| | - Miren Dorronsoro
- CIBER Epidemiology and Public Health (CIBERESP), Madrid
- Basque Regional Health Department, San Sebatian, Spain
| | - María-Dolores Chirlaque
- CIBER Epidemiology and Public Health (CIBERESP), Madrid
- Department of Epidemiology, Murcia Regional Health Authority, Murcia, Spain
| | - Eva Ardanaz
- CIBER Epidemiology and Public Health (CIBERESP), Madrid
- Navarra Public Health Institute, Pamplona, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
| | - Gianluca Severi
- Université Paris-Saclay, Université Paris-Sud, UVSQ, CESP, INSERM, Villejuif, France
- Gustave Roussy, Villejuif, France
| | | | - Vinciane Rebours
- Pancreatology Unit, Beaujon Hospital, Clichy, France
- INSERM, University Paris, France
| | - Paul Brennan
- International Agency for Research on Cancer (IARC), Lyon, France
| | - Marc Gunter
- International Agency for Research on Cancer (IARC), Lyon, France
| | - Ghislaine Scelo
- International Agency for Research on Cancer (IARC), Lyon, France
| | - Greg Cote
- Medical University of South Carolina, Charleston, USA
| | - Stuart Sherman
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Murray Korc
- Departments of Medicine and Biochemistry & Molecular Biology, Indiana University School of Medicine, Indianapolis, USA
- Pancreatic Cancer Signature Center, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, USA
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49
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Hüsing A, Fortner RT, Kühn T, Overvad K, Tjønneland A, Olsen A, Boutron-Ruault MC, Severi G, Fournier A, Boeing H, Trichopoulou A, Benetou V, Orfanos P, Masala G, Pala V, Tumino R, Fasanelli F, Panico S, Bueno de Mesquita HB, Peeters PH, van Gills CH, Quirós JR, Agudo A, Sánchez MJ, Chirlaque MD, Barricarte A, Amiano P, Khaw KT, Travis RC, Dossus L, Li K, Ferrari P, Merritt MA, Tzoulaki I, Riboli E, Kaaks R. Added Value of Serum Hormone Measurements in Risk Prediction Models for Breast Cancer for Women Not Using Exogenous Hormones: Results from the EPIC Cohort. Clin Cancer Res 2017; 23:4181-4189. [PMID: 28246273 DOI: 10.1158/1078-0432.ccr-16-3011] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2016] [Revised: 12/28/2016] [Accepted: 02/23/2017] [Indexed: 11/16/2022]
Abstract
Purpose: Circulating hormone concentrations are associated with breast cancer risk, with well-established associations for postmenopausal women. Biomarkers may represent minimally invasive measures to improve risk prediction models.Experimental Design: We evaluated improvements in discrimination gained by adding serum biomarker concentrations to risk estimates derived from risk prediction models developed by Gail and colleagues and Pfeiffer and colleagues using a nested case-control study within the EPIC cohort, including 1,217 breast cancer cases and 1,976 matched controls. Participants were pre- or postmenopausal at blood collection. Circulating sex steroids, prolactin, insulin-like growth factor (IGF) I, IGF-binding protein 3, and sex hormone-binding globulin (SHBG) were evaluated using backward elimination separately in women pre- and postmenopausal at blood collection. Improvement in discrimination was evaluated as the change in concordance statistic (C-statistic) from a modified Gail or Pfeiffer risk score alone versus models, including the biomarkers and risk score. Internal validation with bootstrapping (1,000-fold) was used to adjust for overfitting.Results: Among women postmenopausal at blood collection, estradiol, testosterone, and SHBG were selected into the prediction models. For breast cancer overall, model discrimination after including biomarkers was 5.3 percentage points higher than the modified Gail model alone, and 3.4 percentage points higher than the Pfeiffer model alone, after accounting for overfitting. Discrimination was more markedly improved for estrogen receptor-positive disease (percentage point change in C-statistic: 7.2, Gail; 4.8, Pfeiffer). We observed no improvement in discrimination among women premenopausal at blood collection.Conclusions: Integration of hormone measurements in clinical risk prediction models may represent a strategy to improve breast cancer risk stratification. Clin Cancer Res; 23(15); 4181-9. ©2017 AACR.
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Affiliation(s)
- Anika Hüsing
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Renée T Fortner
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Kim Overvad
- Section for Epidemiology, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Anne Tjønneland
- Unit of Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Anja Olsen
- Unit of Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Marie-Christine Boutron-Ruault
- INSERM, Centre for Research in Epidemiology and Population Health (CESP), U1018, Nutrition, Hormones and Women's Health team, Villejuif, France
- Université Paris Sud, UMRS 1018, Villejuif, France
- Gustave Roussy, Villejuif, France
| | - Gianluca Severi
- INSERM, Centre for Research in Epidemiology and Population Health (CESP), U1018, Nutrition, Hormones and Women's Health team, Villejuif, France
- Université Paris Sud, UMRS 1018, Villejuif, France
- Gustave Roussy, Villejuif, France
- Human Genetics Foundation (HuGeF), Turin, Italy
| | - Agnes Fournier
- INSERM, Centre for Research in Epidemiology and Population Health (CESP), U1018, Nutrition, Hormones and Women's Health team, Villejuif, France
- Université Paris Sud, UMRS 1018, Villejuif, France
- Gustave Roussy, Villejuif, France
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, School of Medicine, Department of Hygiene, Epidemiology and Medical Statistics, National and Kapodistrian University of Athens, Athens, Greece
| | - Vassiliki Benetou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, School of Medicine, Department of Hygiene, Epidemiology and Medical Statistics, National and Kapodistrian University of Athens, Athens, Greece
| | - Philippos Orfanos
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, School of Medicine, Department of Hygiene, Epidemiology and Medical Statistics, National and Kapodistrian University of Athens, Athens, Greece
| | - Giovanna Masala
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute - ISPO, Florence, Italy
| | - Valeria Pala
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, "Civic - M.P. Arezzo" Hospital, ASP Ragusa, Italy
| | - Francesca Fasanelli
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy
| | - Salvatore Panico
- Dipartimento di Medicina Clinica e Sperimentale, Federico II University, Naples, Italy
| | - H Bas Bueno de Mesquita
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, United Kingdom
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht, the Netherlands
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom
| | - Carla H van Gills
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht, the Netherlands
| | | | - Antonio Agudo
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology-IDIBELL. L'Hospitalet de Llobregat, Barcelona, Spain
| | - Maria-Jose Sánchez
- Escuela Andaluza de Salud Pública, Instituto de Investigación Biosanitaria ibs.Granada, Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Maria-Dolores Chirlaque
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia, Spain
- Department of Health and Social Sciences, Universidad de Murcia, Murcia, Spain
| | - Aurelio Barricarte
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Navarra Public Health Institute, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Pilar Amiano
- Public Health Division and Biodonostia Research Institute - Ciberesp, Basque Regional Health Department, San Sebastian, Spain
| | - Kay-Tee Khaw
- Cancer Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom
| | - Ruth C Travis
- Cancer Epidemiology Unit, University of Oxford, Oxford, United Kingdom
| | - Laure Dossus
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon, France
| | - Kuanrong Li
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon, France
| | - Pietro Ferrari
- Nutrition and Metabolism Section, International Agency for Research on Cancer, Lyon, France
| | - Melissa A Merritt
- School of Public Health, Imperial College London, London, United Kingdom
| | - Ioanna Tzoulaki
- School of Public Health, Imperial College London, London, United Kingdom
| | - Elio Riboli
- School of Public Health, Imperial College London, London, United Kingdom
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
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50
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Zamora-Ros R, Castañeda J, Rinaldi S, Cayssials V, Slimani N, Weiderpass E, Tsilidis KK, Boutron-Ruault MC, Overvad K, Eriksen AK, Tjønneland A, Kühn T, Katzke V, Boeing H, Trichopoulou A, La Vecchia C, Kotanidou A, Palli D, Grioni S, Mattiello A, Tumino R, Sciannameo V, Lund E, Merino S, Salamanca-Fernández E, Amiano P, Huerta JM, Barricarte A, Ericson U, Almquist M, Hennings J, Sandström M, Bueno-de-Mesquita HB, Peeters PH, Khaw KT, Wareham NJ, Schmidt JA, Cross AJ, Riboli E, Scalbert A, Romieu I, Agudo A, Franceschi S. Consumption of Fish Is Not Associated with Risk of Differentiated Thyroid Carcinoma in the European Prospective Investigation into Cancer and Nutrition (EPIC) Study. J Nutr 2017; 147:1366-1373. [PMID: 28592517 DOI: 10.3945/jn.117.247874] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Revised: 02/21/2017] [Accepted: 05/08/2017] [Indexed: 11/14/2022] Open
Abstract
Background: Differentiated thyroid cancer (TC) is the most common endocrine cancer. Fish can be an important source of iodine and other micronutrients and contaminants that may affect the thyroid gland and TC risk.Objective: We prospectively evaluated the relations between the consumption of total fish and different fish types and shellfish and TC risk in the EPIC (European Prospective Investigation into Cancer and Nutrition) study.Methods: EPIC is a cohort of >500,000 men and women, mostly aged 35-70 y, who were recruited in 10 European countries. After a mean follow-up of 14 y, 748 primary differentiated TC cases were diagnosed; 666 were in women and 601 were papillary TC. Data on intakes of lean fish, fatty fish, fish products, and shellfish were collected by using country-specific validated dietary questionnaires at recruitment. Multivariable Cox regression was used to calculate HRs and 95% CIs adjusted for many potential confounders, including dietary and nondietary factors.Results: No significant association was observed between total fish consumption and differentiated TC risk for the highest compared with the lowest quartile (HR: 1.03; 95% CI: 0.81, 1.32; P-trend = 0.67). Likewise, no significant association was observed with the intake of any specific type of fish, fish product, or shellfish. No significant heterogeneity was found by TC subtype (papillary or follicular tumors), by sex, or between countries with low and high TC incidence.Conclusion: This large study shows that the intake of fish and shellfish was not associated with differentiated TC risk in Europe, a region in which iodine deficiency or excess is rare.
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Affiliation(s)
- Raul Zamora-Ros
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain;
| | - Jazmín Castañeda
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Sabina Rinaldi
- International Agency for Research on Cancer, Lyon, France
| | - Valerie Cayssials
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
| | - Nadia Slimani
- International Agency for Research on Cancer, Lyon, France
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, UiT, The Artic University of Tromsø, Tromsø, Norway
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
| | - Konstantinos K Tsilidis
- Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
- School of Public Health, Imperial College London, London, United Kingdom
| | - Marie-Christine Boutron-Ruault
- Université Paris-Saclay, Université Paris-Sud, University of Versailles Saint-Quentin-en-Yvelines (UVSQ), Center for Research in Epidemiology and Population Health (CESP), National Institute of Health and Medical Research (INSERM), Villejuif, France
- Institut Gustave Roussy, Villejuif, France
| | - Kim Overvad
- Department of Public Health, Section of Epidemiology, Aarhus University, Aarhus, Denmark
| | - Anne K Eriksen
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | | | - Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Verena Katzke
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology, and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Carlo La Vecchia
- Hellenic Health Foundation, Athens, Greece
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
| | - Anastasia Kotanidou
- Hellenic Health Foundation, Athens, Greece
- First Department of Critical Care Medicine and Pulmonary Services, University of Athens Medical School, Evangelismos Hospital, Athens, Greece
| | - Domenico Palli
- Cancer Risk Factors and Lifestyle Epidemiology Unit, Cancer Research and Prevention Institute (ISPO), Florence, Italy
| | - Sara Grioni
- Nutritional Epidemiology Unit, IRCCS Foundation National Institute of Tumors, Milan, Italy
| | - Amalia Mattiello
- Department of Clinical and Experimental Medicine, Federico II University, Naples, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, "Civic MP Arezzo" Hospital, ASP Ragusa, Italy
| | - Veronica Sciannameo
- Unit of Epidemiology, Regional Health Service ASL TO3, Grugliasco (TO), Turin, Italy
| | - Eiliv Lund
- Department of Community Medicine, Faculty of Health Sciences, UiT, The Artic University of Tromsø, Tromsø, Norway
| | | | - Elena Salamanca-Fernández
- Andalusian School of Public Health, Instituto de Investigación Biosanitaria ibs. Granada, University Hospitals of Granada/University of Granada, Granada, Spain
- Biomedical Research Center Network for Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - Pilar Amiano
- Biomedical Research Center Network for Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Public Health Division of Gipuzkoa, Regional Government of the Basque Country, Bilbao, Spain
| | - José María Huerta
- Biomedical Research Center Network for Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council, Murciano Institute for Biosanitary Research (IMIB)-Arrixaca, Murcia, Spain
| | - Aurelio Barricarte
- Biomedical Research Center Network for Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Navarra Public Health Institute, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Ulrika Ericson
- Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
| | - Martin Almquist
- Department of Surgery, University Hospital Lund, Lund, Sweden
- Malmö Diet and Cancer Study, University Hospital Malmö, Malmö, Sweden; Departments of
| | | | | | - H Bas Bueno-de-Mesquita
- School of Public Health, Imperial College London, London, United Kingdom
- Department of Determinants of Chronic Diseases, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
- Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Petra H Peeters
- School of Public Health, Imperial College London, London, United Kingdom
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, Netherlands
| | - Kay-Tee Khaw
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - Nicholas J Wareham
- Medical Research Center Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom; and
| | - Julie A Schmidt
- Cancer Epidemiology Unit, University of Oxford, Oxford, United Kingdom
| | - Amanda J Cross
- School of Public Health, Imperial College London, London, United Kingdom
| | - Elio Riboli
- School of Public Health, Imperial College London, London, United Kingdom
| | | | | | - Antonio Agudo
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain
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