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Ma X, Fisher JA, McGlynn KA, Liao LM, Vasiliou V, Sun N, Kaufman JD, Silverman DT, Jones RR. Long-term exposure to ambient fine particulate matter and risk of liver cancer in the NIH-AARP Diet and Health Study. Environ Int 2024; 187:108637. [PMID: 38636274 DOI: 10.1016/j.envint.2024.108637] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 03/18/2024] [Accepted: 04/04/2024] [Indexed: 04/20/2024]
Abstract
BACKGROUND Fine particulate matter (PM2.5) exposure has been associated with liver cancer incidence and mortality in a limited number of studies. We sought to evaluate this relationship for the first time in a U.S. cohort with historical exposure assessment. METHODS We used spatiotemporal prediction models to estimate annual average historical PM2.5 concentrations (1980-2015) at residential addresses of 499,729 participants in the NIH-AARP Diet and Health Study, a cohort in 6 states (California, Florida, Louisiana, New Jersey, North Carolina, and Pennsylvania) and 2 metropolitan areas (Atlanta, Georgia, and Detroit, Michigan) enrolled in 1995-1996 and followed up through 2017. We used a time-varying Cox model to estimate the association for liver cancer and the predominant histologic type, hepatocellular carcinoma (HCC), per 5 µg/m3 increase in estimated outdoor PM2.5 levels, incorporating a 5-year average, lagged 10 years prior to cancer diagnosis and adjusting for age, sex, race/ethnicity, education level and catchment state. We also evaluated PM2.5 interactions with hypothesized effect modifiers. RESULTS We observed a non-significantly increased risk of liver cancer associated with estimated PM2.5 exposure (Hazard ratio [HR] = 1.05 [0.96-1.14], N = 1,625); associations were slightly stronger for HCC, (84 % of cases; HR = 1.08 [0.98-1.18]). Participants aged 70 or older at enrollment had an increased risk of liver cancer versus other age groups (HR = 1.50 [1.01-2.23]); p-interaction = 0.01) and risk was elevated among participants who did not exercise (HR = 1.81 [1.22-2.70]; p-interaction = 0.01). We found no evidence of effect modification by sex, smoking status, body mass index, diabetes status, or alcohol consumption (p-interaction > 0.05). CONCLUSIONS Our findings in this large cohort suggest that residential ambient PM2.5 levels may be associated with liver cancer risk. Further exploration of the variation in associations by age and physical activity are important areas for future research.
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Affiliation(s)
- Xiuqi Ma
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA; Department of Environmental Health Sciences, Yale School of Public Health, New Haven, CT, USA
| | - Jared A Fisher
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Linda M Liao
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Vasilis Vasiliou
- Department of Environmental Health Sciences, Yale School of Public Health, New Haven, CT, USA
| | - Ning Sun
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA
| | - Joel D Kaufman
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA
| | - Debra T Silverman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Rena R Jones
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA; Department of Environmental Health Sciences, Yale School of Public Health, New Haven, CT, USA.
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Madrigal JM, Troisi R, Surcel HM, Öhman H, Kivelä J, Kiviranta H, Rantakokko P, Koponen J, Medgyesi DN, Kitahara CM, McGlynn KA, Sampson J, Albert PS, Ward MH, Jones RR. Prediagnostic serum concentrations of per- and polyfluoroalkyl substances and risk of papillary thyroid cancer in the Finnish Maternity Cohort. Int J Cancer 2024; 154:979-991. [PMID: 37902275 DOI: 10.1002/ijc.34776] [Citation(s) in RCA: 0] [Impact Index Per Article: 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: 07/18/2023] [Revised: 09/07/2023] [Accepted: 09/25/2023] [Indexed: 10/31/2023]
Abstract
Human exposure to per- and polyfluoroalkyl substances (PFAS) occurs globally through contaminated food, dust, and drinking water. Studies of PFAS and thyroid cancer have been limited. We conducted a nested case-control study of prediagnostic serum levels of 19 PFAS and papillary thyroid cancer (400 cases, 400 controls) in the Finnish Maternity Cohort (pregnancies 1986-2010; follow-up through 2016), individually matched on sample year and age. We used conditional logistic regression to estimate odds ratios (OR) and 95% confidence intervals (CI) for log2 transformed and categorical exposures, overall and stratified by calendar period, birth cohort, and median age at diagnosis. We adjusted for other PFAS with Spearman correlation rho = 0.3-0.6. Seven PFAS, including perfluoroctanoic acid (PFOA), perfluorooctanesulfonic acid (PFOS), N-ethyl-perfluorooctane sulfonamidoacetic acid (EtFOSAA), perfluorononanoic acid (PFNA), perfluorodecanoic acid (PFDA), and perfluorohexane sulfonic acid (PFHxS) were detected in >50% of women. These PFAS were not associated with risk of thyroid cancer, except for PFHxS, which was inversely associated (OR log2 = 0.82, 95% CI: 0.70-0.97). We observed suggestive but imprecise increased risks associated with PFOA, PFOS, and EtFOSAA for those diagnosed at ages <40 years, whereas associations were null or inverse among those diagnosed at 40+ years (P-interaction: .02, .08, .13, respectively). There was little evidence of other interactions. These results show no clear association between PFAS and papillary thyroid cancer risk. Future work would benefit from evaluation of these relationships among those with higher exposure levels and during periods of early development when the thyroid gland may be more susceptible to environmental harms.
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Affiliation(s)
- Jessica M Madrigal
- Occupational & Environmental Epidemiology Branch, Division of Cancer Epidemiology & Genetics (DCEG), National Cancer Institute (NCI), Rockville, Maryland, USA
| | - Rebecca Troisi
- Trans-Divisional Research Program, DCEG, NCI, Rockville, Maryland, USA
| | - Heljä-Marja Surcel
- Biobank Borealis of Northern Finland, Oulu University Hospital, Oulu, Finland
- Faculty of Medicine, University of Oulu, Oulu, Finland
| | - Hanna Öhman
- Biobank Borealis of Northern Finland, Oulu University Hospital, Oulu, Finland
- Faculty of Medicine, University of Oulu, Oulu, Finland
| | - Juha Kivelä
- Biobank Borealis of Northern Finland, Oulu University Hospital, Oulu, Finland
- Faculty of Medicine, University of Oulu, Oulu, Finland
| | - Hannu Kiviranta
- Finnish Institute for Health and Welfare/Environmental Health Unit, Kuopio, Finland
| | - Panu Rantakokko
- Finnish Institute for Health and Welfare/Environmental Health Unit, Kuopio, Finland
| | - Jani Koponen
- Finnish Institute for Health and Welfare/Environmental Health Unit, Kuopio, Finland
| | - Danielle N Medgyesi
- Occupational & Environmental Epidemiology Branch, Division of Cancer Epidemiology & Genetics (DCEG), National Cancer Institute (NCI), Rockville, Maryland, USA
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Cari M Kitahara
- Radiation Epidemiology Branch, DCEG, NCI, Rockville, Maryland, USA
| | | | - Joshua Sampson
- Biostatistics Branch, DCEG, NCI, Rockville, Maryland, USA
| | - Paul S Albert
- Biostatistics Branch, DCEG, NCI, Rockville, Maryland, USA
| | - Mary H Ward
- Occupational & Environmental Epidemiology Branch, Division of Cancer Epidemiology & Genetics (DCEG), National Cancer Institute (NCI), Rockville, Maryland, USA
| | - Rena R Jones
- Occupational & Environmental Epidemiology Branch, Division of Cancer Epidemiology & Genetics (DCEG), National Cancer Institute (NCI), Rockville, Maryland, USA
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3
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Watling CZ, Wojt A, Florio AA, Butera G, Albanes D, Weinstein SJ, Huang WY, Parisi D, Zhang X, Graubard BI, Petrick JL, McGlynn KA. Fiber and whole grain intakes in relation to liver cancer risk: An analysis in 2 prospective cohorts and systematic review and meta-analysis of prospective studies. Hepatology 2024:01515467-990000000-00778. [PMID: 38441973 DOI: 10.1097/hep.0000000000000819] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 02/07/2024] [Indexed: 03/07/2024]
Abstract
BACKGROUND AND AIMS The association between fiber or whole grain intakes and the risk of liver cancer remains unclear. We assessed the associations between fiber or whole grain intakes and liver cancer risk among 2 prospective studies, and systematically reviewed and meta-analyzed these results with published prospective studies. APPROACH AND RESULTS A total of 111,396 participants from the Prostate, Lung, Colorectal, and Ovarian Cancer Screening Trial (PLCO) and 26,085 men from the Alpha-Tocopherol, Beta-Carotene Cancer Prevention Study were included. Intakes of total fiber and whole grains were estimated from validated food frequency questionnaires. Study-specific HRs and 95% CI with liver cancer risk were estimated using multivariable-adjusted Cox regression. We systematically reviewed existing literature, and studies were combined in a dose-response meta-analysis. A total of 277 (median follow-up = 15.6 y) and 165 (median follow-up = 16.0 y) cases of liver cancer were observed in Prostate, Lung, Colorectal, and Ovarian Cancer Screening Trial and Alpha-Tocopherol, Beta-Carotene Cancer Prevention Study, respectively. Dietary fiber was inversely associated with liver cancer risk in Prostate, Lung, Colorectal, and Ovarian Cancer Screening Trial (HR 10g/day : 0.69; 95% CI: 0.55-0.86). No significant associations were observed between whole grain intakes and liver cancer risk in either study. Our meta-analysis included 2383 incident liver cancer cases (7 prospective cohorts) for fiber intake and 1523 cases (5 prospective cohorts) for whole grain intake; combined HRs for liver cancer risk were 0.83 (0.76-0.91) per 10 g/day of fiber and 0.92 (0.85-0.99) per 16 g/day (1 serving) of whole grains. CONCLUSIONS Dietary fiber and whole grains were inversely associated with liver cancer risk. Further research exploring potential mechanisms and different fiber types is needed.
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Affiliation(s)
- Cody Z Watling
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Aika Wojt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Andrea A Florio
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, USA
| | - Gisela Butera
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Stephanie J Weinstein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Wen-Yi Huang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Dominick Parisi
- Information Management Services Inc., Calverton, Maryland, USA
| | - Xuehong Zhang
- Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, USA
| | - Barry I Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Jessica L Petrick
- Slone Epidemiology Center at Boston University, Boston, Massachusetts, USA
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
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Pinheiro PS, Jones PD, Medina H, Cranford HM, Koru-Sengul T, Bungum T, Wong R, Kobetz EN, McGlynn KA. Incidence of Etiology-specific Hepatocellular Carcinoma: Diverging Trends and Significant Heterogeneity by Race and Ethnicity. Clin Gastroenterol Hepatol 2024; 22:562-571.e8. [PMID: 37678486 PMCID: PMC10915102 DOI: 10.1016/j.cgh.2023.08.016] [Citation(s) in RCA: 1] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 07/16/2023] [Accepted: 08/06/2023] [Indexed: 09/09/2023]
Abstract
BACKGROUND & AIMS The main causes of hepatocellular carcinoma (HCC) include chronic hepatitis C and B viral infections (HCV, HBV), nonalcoholic fatty liver disease (NAFLD), and alcohol-related disease (ALD). Etiology-specific HCC incidence rates and temporal trends on a population-basis are needed to improve HCC control and prevention. METHODS All 14,420 HCC cases from the Florida statewide cancer registry were individually linked to data from the hospital discharge agency and the viral hepatitis department to determine the predominant etiology of each case diagnosed during 2010 to 2018. Age-adjusted incidence rates (AAIRs) were used to assess the intersection between etiology and detailed race-ethnicity. Etiology-specific temporal trends based on diagnosis year were assessed using Joinpoint regression. RESULTS HCV remains the leading cause of HCC among men, but since 2017 NAFLD-HCC is the leading cause among women. HCV-HCC AAIRs are particularly high among U.S.-born minority men, including Puerto Rican (10.9 per 100,000), African American (8.0 per 100,000), and U.S.-born Mexican American men (7.6 per 100,000). NAFLD is more common among all Hispanics and Filipinos and HBV-HCC among Asian and Haitian black men. HCV-HCC surpasses HBV-HCC in Asian women. ALD-HCC is high among specific Hispanic male groups. Population-based HCV-HCC rates experienced a rapid decline since 2015 (-9.6% annually), whereas ALD-HCC (+6.0%) and NAFLD-HCC (+4.3%) are rising (P < .05). CONCLUSIONS New direct acting anti-viral drugs have impacted rates of HCV-HCC, offsetting important increases in both ALD- and NAFLD-HCC. Hispanics may be a group of concern because of higher rates for ALD- and NAFLD-HCC. HCC etiology varies remarkably and may warrant specific interventions by detailed race-ethnicity.
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Affiliation(s)
- Paulo S Pinheiro
- Division of Epidemiology & Population Health Sciences, Department of Public Health Sciences, University of Miami School of Medicine, Miami, Florida.
| | - Patricia D Jones
- Division of Hepatology, Department of Medicine, University of Miami School of Medicine, Miami, Florida
| | - Heidy Medina
- Division of Epidemiology & Population Health Sciences, Department of Public Health Sciences, University of Miami School of Medicine, Miami, Florida
| | - Hannah M Cranford
- Division of Epidemiology & Population Health Sciences, Department of Public Health Sciences, University of Miami School of Medicine, Miami, Florida
| | - Tulay Koru-Sengul
- Division of Biostatistics, Department of Public Health Sciences, University of Miami School of Medicine, Miami, Florida
| | - Tim Bungum
- School of Public Health, University of Nevada Las Vegas, Las Vegas, Nevada
| | - Robert Wong
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, California
| | - Erin N Kobetz
- Department of Medicine, University of Miami School of Medicine, Miami, Florida
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland
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Barupal DK, Ramos ML, Florio AA, Wheeler WA, Weinstein SJ, Albanes D, Fiehn O, Graubard BI, Petrick JL, McGlynn KA. Identification of pre-diagnostic lipid sets associated with liver cancer risk using untargeted lipidomics and chemical set analysis: A nested case-control study within the ATBC cohort. Int J Cancer 2024; 154:454-464. [PMID: 37694774 PMCID: PMC10845132 DOI: 10.1002/ijc.34726] [Citation(s) in RCA: 0] [Impact Index Per Article: 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: 05/04/2023] [Revised: 08/17/2023] [Accepted: 08/23/2023] [Indexed: 09/12/2023]
Abstract
In pre-disposed individuals, a reprogramming of the hepatic lipid metabolism may support liver cancer initiation. We conducted a high-resolution mass spectrometry based untargeted lipidomics analysis of pre-diagnostic serum samples from a nested case-control study (219 liver cancer cases and 219 controls) within the Alpha-Tocopherol, Beta-Carotene Cancer Prevention (ATBC) Study. Out of 462 annotated lipids, 158 (34.2%) were associated with liver cancer risk in a conditional logistic regression analysis at a false discovery rate (FDR) <0.05. A chemical set enrichment analysis (ChemRICH) and co-regulatory set analysis suggested that 22/28 lipid classes and 47/83 correlation modules were significantly associated with liver cancer risk (FDR <0.05). Strong positive associations were observed for monounsaturated fatty acids (MUFA), triacylglycerols (TAGs) and phosphatidylcholines (PCs) having MUFA acyl chains. Negative associations were observed for sphingolipids (ceramides and sphingomyelins), lysophosphatidylcholines, cholesterol esters and polyunsaturated fatty acids (PUFA) containing TAGs and PCs. Stearoyl-CoA desaturase enzyme 1 (SCD1), a rate limiting enzyme in fatty acid metabolism and ceramidases seems to be critical in this reprogramming. In conclusion, our study reports pre-diagnostic lipid changes that provide novel insights into hepatic lipid metabolism reprogramming may contribute to a pro-cell growth and anti-apoptotic tissue environment and, in turn, support liver cancer initiation.
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Affiliation(s)
- Dinesh K Barupal
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Mark L Ramos
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Andrea A Florio
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | | | - Stephanie J Weinstein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Oliver Fiehn
- West Coast Metabolomics Center, University of California Davis, Davis, California, USA
| | - Barry I Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Jessica L Petrick
- Slone Epidemiology Center at Boston University, Boston, Massachusetts, USA
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
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6
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Bytnar JA, McGlynn KA, Nealeigh MD, Shriver CD, Zhu K. Cancer incidence in the US military: An updated analysis. Cancer 2024; 130:96-106. [PMID: 37725334 DOI: 10.1002/cncr.34978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 06/20/2023] [Accepted: 07/03/2023] [Indexed: 09/21/2023]
Abstract
BACKGROUND Military and general populations differ in factors related to cancer occurrence and diagnosis. This study compared incidence of colorectal, lung, prostate, testicular, breast, and cervical cancers between the US military and general US populations. METHODS Data from the US Department of Defense's Automated Central Tumor Registry (ACTUR) and the National Cancer Institute's Surveillance, Epidemiology, and End Results (SEER) program were analyzed. Persons in ACTUR were active-duty members 20-59 years old during 1990-013. The same criteria applied to persons in SEER. Age-adjusted incidence rates, incidence rate ratios, and 95% confidence intervals were calculated by sex, race, age, and cancer stage. Temporal trends were analyzed. RESULTS ACTUR had higher rates of prostate and breast cancers, particularly in 40- to 59-year-olds. Further analyses by tumor stage showed this was primarily confined to localized stage. Incidence rates of colorectal, lung, testicular, and cervical cancers were significantly lower in ACTUR than in SEER, primarily for regional and distant tumors in men. Temporal incidence trends were generally similar overall and by stage between the populations, although distant colorectal cancer incidence tended to decrease starting in 2006 in ACTUR whereas it increased during the same period in SEER. CONCLUSION Higher rates of breast and prostate cancers in servicemembers 40-59 years of age than in the general population may result from greater cancer screening utilization or cumulative military exposures. Lower incidence of other cancers in servicemembers may be associated with better health status.
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Affiliation(s)
- Julie A Bytnar
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA
| | - Matthew D Nealeigh
- Department of Surgery, Walter Reed National Military Medical Center, Bethesda, Maryland, USA
| | - Craig D Shriver
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Department of Surgery, Walter Reed National Military Medical Center, Bethesda, Maryland, USA
| | - Kangmin Zhu
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
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7
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Gapstur SM, Bouvard V, Nethan ST, Freudenheim JL, Abnet CC, English DR, Rehm J, Balbo S, Buykx P, Crabb D, Conway DI, Islami F, Lachenmeier DW, McGlynn KA, Salaspuro M, Sawada N, Terry MB, Toporcov T, Lauby-Secretan B. The IARC Perspective on Alcohol Reduction or Cessation and Cancer Risk. N Engl J Med 2023; 389:2486-2494. [PMID: 38157507 DOI: 10.1056/nejmsr2306723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2024]
Affiliation(s)
- Susan M Gapstur
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
| | - Véronique Bouvard
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
| | - Suzanne T Nethan
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
| | - Jo L Freudenheim
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
| | - Christian C Abnet
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
| | - Dallas R English
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
| | - Jürgen Rehm
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
| | - Silvia Balbo
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
| | - Penny Buykx
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
| | - David Crabb
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
| | - David I Conway
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
| | - Farhad Islami
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
| | - Dirk W Lachenmeier
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
| | - Katherine A McGlynn
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
| | - Mikko Salaspuro
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
| | - Norie Sawada
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
| | - Mary B Terry
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
| | - Tatiana Toporcov
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
| | - Béatrice Lauby-Secretan
- From the International Agency for Research on Cancer, Lyon, France (S.M.G., V.B., S.T.N., B.L.-S.); the School of Public Health and Health Professions, University at Buffalo, Buffalo (J.L.F.), and the Mailman School of Public Health and the Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, Columbia University, New York (M.B.T.) - both in New York; the Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD (C.C.A., K.A.M.); Cancer Council Victoria and Melbourne School of Population and Global Health, University of Melbourne, Melbourne (D.R.E.), and the University of Newcastle, Callaghan, NSW (P.B.) - both in Australia; the Centre for Addiction and Mental Health, Toronto (J.R.); the School of Public Health, University of Minnesota, Minneapolis (S.B.); Eskenazi Health and Indiana University School of Medicine, Indianapolis (D.C.); the School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, United Kingdom (D.I.C.); American Cancer Society, Atlanta (F.I.); Chemical and Veterinary Investigation Agency Karlsruhe, Karlsruhe, Germany (D.W.L.); University of Helsinki, Helsinki (M.S.); the Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo (N.S.); and the School of Public Health, Universidade de São Paulo, São Paulo (T.T.)
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Alvarez CS, Ruhl J, Flynn G, Graubard BI, McGlynn KA. Trends in hepatocellular carcinoma stage by racial/ethnic group in the United States, 1992-2019. JHEP Rep 2023; 5:100868. [PMID: 37799980 PMCID: PMC10550401 DOI: 10.1016/j.jhepr.2023.100868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [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: 06/12/2023] [Revised: 07/11/2023] [Accepted: 07/12/2023] [Indexed: 10/07/2023] Open
Abstract
Background & Aims Although incidence rates of hepatocellular carcinoma (HCC) began to decline in the United States in the past decade, disparities in rates among racial/ethnic groups have persisted. Whether disparities in stage at diagnosis have remained over time, however, is unclear. Methods National Cancer Institute's Surveillance, Epidemiology and End Results (SEER) program has created a new staging-over-time variable that facilitates the examination of trends in HCC stage. Thus, the proportions of HCCs diagnosed by stage between 1992 and 2019 were examined among non-Hispanic White, non-Hispanic Black (NHB), Hispanic, Asian/Pacific Islander, and American Indian/Alaska Native (AI/AN) individuals. HCC incidence between 1992 and 2019 was also analysed using Joinpoint regression. Results Between 1992 and 2019, the proportion of stage 1 HCCs increased and the proportion of stage 4 HCCs decreased among non-Hispanic White, NHB, Hispanic, and Asian/Pacific Islander individuals. Among AI/AN persons, the proportion of stage 1 tumours remained stable, and the proportion of stage 4 tumours declined. In the most recent time period, NHB individuals had the lowest proportions of stage 1 HCCs (32%) and the highest proportion of stage 4 HCCs (20%) of any group. Joinpoint analysis found that HCC incidence began to decline by 2013 among all groups except AI/AN individuals, the only group that had an increase in incidence. Conclusions Despite generally favourable trends in HCC stage and incidence rates, disparities remain. NHB persons continue to have less favourable stages at diagnosis, and incidence rates continue to increase among AI/AN persons. Impact and implications HCC incidence rates among most United States racial/ethnic groups began to decline in recent years, but whether stage at diagnosis also improved was unclear. As a result, a new SEER stage variable was used to examine stage trends by race/ethnicity. Although the finding of generally favourable trends in stage as well as incidence is encouraging, continuity disparities in both stage and incidence require serious attention.
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Affiliation(s)
- Christian S. Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Jennifer Ruhl
- Division of Cancer Control and Population Sciences, NCI, Rockville, MD, USA
| | | | - Barry I. Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
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Wu Z, Trabert B, Guillemette C, Caron P, Bradwin G, Graubard BI, Weiderpass E, Ursin G, Langseth H, McGlynn KA. Prediagnostic Hormone Levels and Risk of Testicular Germ Cell Tumors: A Nested Case-Control Study in the Janus Serum Bank. Cancer Epidemiol Biomarkers Prev 2023; 32:1564-1571. [PMID: 37619591 PMCID: PMC10655159 DOI: 10.1158/1055-9965.epi-23-0772] [Citation(s) in RCA: 0] [Impact Index Per Article: 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: 07/05/2023] [Revised: 08/08/2023] [Accepted: 08/22/2023] [Indexed: 08/26/2023] Open
Abstract
BACKGROUND It has been hypothesized that poorly functioning Leydig and/or Sertoli cells of the testes, indicated by higher levels of serum gonadotropins and lower levels of androgens, are related to the development of testicular germ cell tumors (TGCT). To investigate this hypothesis, we conducted a nested case-control study within the Janus Serum Bank cohort. METHODS Men who developed TGCT (n = 182) were matched to men who did not (n = 364). Sex steroid hormones were measured using LC/MS. Sex hormone binding globulin, follicle-stimulating hormone (FSH), and luteinizing hormone (LH) were quantified by direct immunoassay. Multivariable logistic regression was used to calculate ORs and 95% confidence intervals (CI) for associations between hormone levels and TGCT risk. RESULTS Higher FSH levels [tertile (T) 3 vs. T2: OR = 2.89, 95% CI = 1.83-4.57] were associated with TGCT risk, but higher LH levels were not (OR = 1.26, 95% CI = 0.81-1.96). The only sex steroid hormone associated with risk was androstane-3α, 17β-diol-3G (3α-diol-3G; OR = 2.37, 95% CI = 1.46-3.83). Analysis by histology found that increased FSH levels were related to seminoma (OR = 3.55, 95% CI = 2.12-5.95) but not nonseminoma (OR = 1.19, 95% CI = 0.38-3.13). Increased levels of 3α-diol-3G were related to seminoma (OR = 2.29, 95% CI = 1.35-3.89) and nonsignificantly related to nonseminoma (OR = 2.71, 95% CI = 0.82-8.92). CONCLUSIONS Higher FSH levels are consistent with the hypothesis that poorly functioning Sertoli cells are related to the development of TGCT. In contrast, higher levels of 3α-diol-3G do not support the hypothesis that insufficient androgenicity is related to risk of TGCT. IMPACT Clarifying the role of sex hormones in the development of TGCT may stimulate new research hypotheses.
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Affiliation(s)
- Zeni Wu
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Britton Trabert
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | | | | | | | - Barry I. Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | | | - Giske Ursin
- Cancer Registry of Norway, Oslo, Norway
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Hilde Langseth
- Department of Research, Cancer Registry of Norway, Oslo, Norway
- Department of Epidemiology and Biostatistics, Imperial College London, London, United Kingdom
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
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Crispin-Rios Y, Faura-Gonzales M, Torres-Roman JS, Quispe-Vicuña C, Franco-Jimenez US, Valcarcel B, Stang A, McGlynn KA. Testicular cancer mortality in Latin America and the Caribbean: trend analysis from 1997 to 2019. BMC Cancer 2023; 23:1038. [PMID: 37884890 PMCID: PMC10605564 DOI: 10.1186/s12885-023-11511-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 10/10/2023] [Indexed: 10/28/2023] Open
Abstract
BACKGROUND In the last decades, an increasing incidence of testicular cancer has been observed in several countries worldwide. Although mortality rates have been variable in many countries, little information is available from Latin America and the Caribbean (LAC). Therefore, we examined mortality trends of testicular cancer in the last two decades. METHODS Age-standardized mortality rates (ASMR) of testicular cancer per 100,000 men-years were estimated using the World Health Organization mortality database from 1997 to 2019. We examined the mortality trends and computed annual percent change (APC) for all ages and the following age groups, 15-29, 30-44, 15-44, and ≥ 45 years. RESULTS Ten countries had mortality rates greater than 0.43 per 100,000 men, with the highest rates for Chile, Mexico, and Argentina. Significant increases in mortality rates were observed in Argentina, Brazil Colombia, and Mexico in all ages, and < 45 years, while Colombia, Ecuador, Mexico, and Peru reported significant downward trends in males aged ≥ 45 years. Only Chile showed significant decreases for all ages and age groups studied. CONCLUSION Mortality by testicular cancer increased among LAC countries in males of all ages and across age groups. A reduction in mortality rates was observed only in Chilean males of all ages and in men ≥ 45 years in several countries. Strengthening of early detection among symptomatic males may decrease the mortality by this neoplasm.
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Affiliation(s)
- Yuleizy Crispin-Rios
- Cancer Research Networking, Universidad Cientifica del Sur, Lima, Peru
- Latin American Network for Cancer Research (LAN-CANCER), Lima, Peru
| | - Mariafe Faura-Gonzales
- Cancer Research Networking, Universidad Cientifica del Sur, Lima, Peru
- Latin American Network for Cancer Research (LAN-CANCER), Lima, Peru
| | | | - Carlos Quispe-Vicuña
- Latin American Network for Cancer Research (LAN-CANCER), Lima, Peru
- Sociedad Científica San Fernando, Universidad Nacional Mayor de San Marcos, Lima, Peru
| | - Uriel S Franco-Jimenez
- Latin American Network for Cancer Research (LAN-CANCER), Lima, Peru
- Sociedad Científica San Fernando, Universidad Nacional Mayor de San Marcos, Lima, Peru
| | - Bryan Valcarcel
- Latin American Network for Cancer Research (LAN-CANCER), Lima, Peru
| | - Andreas Stang
- Institut Für Medizinische InformatikBiometrie Und EpidemiologieUniversitätsklinikum Essen, Essen, Germany
- School of Public Health, Boston University, Boston, Mass, USA
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
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Long L, Zhao L, Petrick JL, Liao LM, Huang T, Hakim A, Yang W, Campbell PT, Giovannucci E, McGlynn KA, Zhang X. Daytime napping, nighttime sleeping duration, and risk of hepatocellular carcinoma and liver disease-related mortality. JHEP Rep 2023; 5:100819. [PMID: 37691690 PMCID: PMC10482745 DOI: 10.1016/j.jhepr.2023.100819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 05/10/2023] [Accepted: 05/18/2023] [Indexed: 09/12/2023] Open
Abstract
Background & Aims Sleep duration has been linked to metabolic dysfunction and chronic inflammation, which may contribute to the development of liver cancer and chronic liver disease (CLD). However, little is known about the relationship between sleep or napping duration and hepatocellular carcinoma (HCC) risk and CLD mortality. Methods We followed 295,837 individuals in the National Institutes of Health-American Association of Retired Persons (NIH-AARP) Diet and Health Study. We examined the associations of nighttime sleep duration and daytime napping duration with risk of HCC incidence and CLD mortality. Cox proportional hazards regression was used to calculate multivariable hazard ratios (HRs) and 95% confidence intervals (95% CIs). Results A total of 357 incident HCC cases and 578 CLD deaths were identified after a median follow-up time of 15.5 years. After adjusting for confounder factors, we found U-shaped associations of nighttime sleep duration with the incidence of HCC (HR<5 vs. 7-8 h = 2.00, 95% CI: 1.22-3.26 and HR≥9 vs. 7-8 h = 1.63, 95% CI: 1.04-2.65) and CLD mortality (HR<5 vs. 7-8 h = 1.78, 95% CI: 1.18-2.69 and HR≥9 vs. 7-8 h = 1.91, 95% CI: 1.35-2.70). Daytime napping was associated with higher risk of HCC (HR≥1 vs. non-nappers = 1.46, 95% CI: 1.04-2.06) and higher CLD mortality (HR≥1 h vs. non-nappers = 1.54, 95% CI: 1.18-2.01) compared with no napping. Conclusions We observed U-shaped associations for nighttime sleeping and risk of HCC and CLD mortality. Additionally, longer daytime napping duration was associated with higher risk of HCC and CLD death. Our study suggests that clinical follow up of individuals at risk for liver cancer or living with a liver disease should include information on nighttime and daytime sleep. Impact and implications Sleep or napping duration may play a role in the development of liver cancer and chronic liver disease, but little is known about the relationship between them. In addition, abnormal sleep patterns in patients with chronic liver disease may further promote the development of liver disease, creating a vicious cycle. Our study suggests that clinical follow up of individuals at risk for liver cancer or living with a liver disease should include information on nighttime and daytime sleep, as they can be potentially important factors in the development and progression of liver disease.
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Affiliation(s)
- Lu Long
- Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Department of Epidemiology and Biostatistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Longgang Zhao
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | | | - Linda M. Liao
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Tianyi Huang
- Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Aaron Hakim
- Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Division of Gastroenterology and Hepatology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Wanshui Yang
- Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Department of Nutrition, School of Public Health, Anhui Medical University, Hefei, Anhui, China
| | - Peter T. Campbell
- Department of Population Science, American Cancer Society, Atlanta, Georgia, USA
| | - Edward Giovannucci
- Department of Nutrition, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Department of Epidemiology, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Xuehong Zhang
- Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Department of Nutrition, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
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12
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Zhao L, Zhang X, Coday M, Garcia DO, Li X, Mossavar-Rahmani Y, Naughton MJ, Lopez-Pentecost M, Saquib N, Shadyab AH, Simon MS, Snetselaar LG, Tabung FK, Tobias DK, VoPham T, McGlynn KA, Sesso HD, Giovannucci E, Manson JE, Hu FB, Tinker LF, Zhang X. Sugar-Sweetened and Artificially Sweetened Beverages and Risk of Liver Cancer and Chronic Liver Disease Mortality. JAMA 2023; 330:537-546. [PMID: 37552302 PMCID: PMC10410478 DOI: 10.1001/jama.2023.12618] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [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] [Received: 11/29/2022] [Accepted: 06/21/2023] [Indexed: 08/09/2023]
Abstract
Importance Approximately 65% of adults in the US consume sugar-sweetened beverages daily. Objective To study the associations between intake of sugar-sweetened beverages, artificially sweetened beverages, and incidence of liver cancer and chronic liver disease mortality. Design, Setting, and Participants A prospective cohort with 98 786 postmenopausal women aged 50 to 79 years enrolled in the Women's Health Initiative from 1993 to 1998 at 40 clinical centers in the US and were followed up to March 1, 2020. Exposures Sugar-sweetened beverage intake was assessed based on a food frequency questionnaire administered at baseline and defined as the sum of regular soft drinks and fruit drinks (not including fruit juice); artificially sweetened beverage intake was measured at 3-year follow-up. Main Outcomes and Measures The primary outcomes were (1) liver cancer incidence, and (2) mortality due to chronic liver disease, defined as death from nonalcoholic fatty liver disease, liver fibrosis, cirrhosis, alcoholic liver diseases, and chronic hepatitis. Cox proportional hazards regression models were used to estimate multivariable hazard ratios (HRs) and 95% CIs for liver cancer incidence and for chronic liver disease mortality, adjusting for potential confounders including demographics and lifestyle factors. Results During a median follow-up of 20.9 years, 207 women developed liver cancer and 148 died from chronic liver disease. At baseline, 6.8% of women consumed 1 or more sugar-sweetened beverage servings per day, and 13.1% consumed 1 or more artificially sweetened beverage servings per day at 3-year follow-up. Compared with intake of 3 or fewer servings of sugar-sweetened beverages per month, those who consumed 1 or more servings per day had a significantly higher risk of liver cancer (18.0 vs 10.3 per 100 000 person-years [P value for trend = .02]; adjusted HR, 1.85 [95% CI, 1.16-2.96]; P = .01) and chronic liver disease mortality (17.7 vs 7.1 per 100 000 person-years [P value for trend <.001]; adjusted HR, 1.68 [95% CI, 1.03-2.75]; P = .04). Compared with intake of 3 or fewer artificially sweetened beverages per month, individuals who consumed 1 or more artificially sweetened beverages per day did not have significantly increased incidence of liver cancer (11.8 vs 10.2 per 100 000 person-years [P value for trend = .70]; adjusted HR, 1.17 [95% CI, 0.70-1.94]; P = .55) or chronic liver disease mortality (7.1 vs 5.3 per 100 000 person-years [P value for trend = .32]; adjusted HR, 0.95 [95% CI, 0.49-1.84]; P = .88). Conclusions and Relevance In postmenopausal women, compared with consuming 3 or fewer servings of sugar-sweetened beverages per month, those who consumed 1 or more sugar-sweetened beverages per day had a higher incidence of liver cancer and death from chronic liver disease. Future studies should confirm these findings and identify the biological pathways of these associations.
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Affiliation(s)
- Longgang Zhao
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, Massachusetts
| | - Xinyuan Zhang
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, Massachusetts
| | - Mace Coday
- Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis
| | - David O. Garcia
- Department of Health Promotion Sciences, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson
| | - Xinyi Li
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Yasmin Mossavar-Rahmani
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Michelle J. Naughton
- Division of Cancer Prevention and Control, College of Medicine, The Ohio State University, Columbus
| | | | - Nazmus Saquib
- College of Medicine, Sulaiman Alrajhi University, Bukariyah, Qassim, Saudi Arabia
| | - Aladdin H. Shadyab
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla
| | - Michael S. Simon
- Population Studies and Prevention Program, Karmanos Cancer Institute at Wayne State University, Detroit, Michigan
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, Michigan
| | - Linda G. Snetselaar
- Department of Epidemiology, College of Public Health, University of Iowa, Iowa City
| | - Fred K. Tabung
- Department of Internal Medicine, College of Medicine and Comprehensive Cancer Center-James Cancer Hospital, Solove Research Institute, The Ohio State University, Columbus
- Division of Epidemiology, College of Public Health, The Ohio State University, Columbus
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Deirdre K. Tobias
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Division of Preventive Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, Massachusetts
| | - Trang VoPham
- Epidemiology Program, Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington
- Department of Epidemiology, University of Washington, Seattle
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland
| | - Howard D. Sesso
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Edward Giovannucci
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - JoAnn E. Manson
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Division of Preventive Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, Massachusetts
| | - Frank B. Hu
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Lesley F. Tinker
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Xuehong Zhang
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, Massachusetts
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
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Monge A, Romero M, Groopman JD, McGlynn KA, Santiago-Ruiz L, Villalpando-Hernández S, Mannan R, Burke SM, Remes-Troche JM, Lajous M. Aflatoxin exposure in adults in southern and eastern Mexico in 2018: A descriptive study. Int J Hyg Environ Health 2023; 253:114249. [PMID: 37672956 PMCID: PMC10538954 DOI: 10.1016/j.ijheh.2023.114249] [Citation(s) in RCA: 0] [Impact Index Per Article: 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: 03/08/2023] [Revised: 06/08/2023] [Accepted: 08/24/2023] [Indexed: 09/08/2023]
Abstract
OBJECTIVE To estimate the frequency of detection and levels of aflatoxin B1-lysine adduct (AFB1-lys), an important hepatocellular carcinoma (HCC) risk factor, in eastern and southern Mexico. MATERIALS AND METHODS We determined serum AFB1-lys using mass spectrometry in a representative sample of 952 adults (weighted n = 7,493,354) from five states (Campeche, Chiapas, Tamaulipas, Veracruz and Yucatán) in 2018. We calculated overall and subgroup-specific frequency of detection and 95% confidence intervals (95%CI) and median AFB1-lys levels and quartiles. RESULTS The overall frequency of detection of AFB1-lys was 91.9% (95%CI 88.6, 94.3). The median AFB1-lys level was 0.172 pg/μL (Q1-Q3, 0.060-0.582). Levels differed geographically (median pg/μL, 0.361 for Veracruz and 0.061 for Yucatan) and were higher among men and older individuals. Levels were almost three times higher in rural relative to urban areas (0.317 vs. 0.123 pg/μL). We observed higher AFB1-lys exposure in lower socioeconomic status (SES) level populations. CONCLUSION AFB1-lys frequency of detection was very high and exposure levels were highest in Veracruz, men, rural areas, and among persons of lower SES. Understanding modifiable HCC risk factors in populations with unique epidemiological patterns could inform preventative interventions.
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Affiliation(s)
- Adriana Monge
- Center for Research on Population Health, National Institute of Public Health, Cuernavaca, Mexico
| | - Martín Romero
- Center for Research on Evaluation and Surveys, National Institute of Public Health, Cuernavaca, Mexico
| | - John D Groopman
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | | | - Luis Santiago-Ruiz
- Center for Research on Population Health, National Institute of Public Health, Cuernavaca, Mexico
| | | | - Reima Mannan
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Sean M Burke
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | | | - Martín Lajous
- Center for Research on Population Health, National Institute of Public Health, Cuernavaca, Mexico; Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, USA.
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Eaglehouse YL, Shriver CD, Lin J, Bytnar JA, Darmon S, McGlynn KA, Zhu K. MilCanEpi: Increased Capability for Cancer Care Research in the Department of Defense. JCO Clin Cancer Inform 2023; 7:e2300035. [PMID: 37582239 PMCID: PMC10569781 DOI: 10.1200/cci.23.00035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 05/23/2023] [Accepted: 06/29/2023] [Indexed: 08/17/2023] Open
Abstract
The Military Health System (MHS) of the US Department of Defense (DoD) provides comprehensive medical care to over nine million beneficiaries, including active-duty members, reservists, activated National Guard, military retirees, and their family members. The MHS generates an extensive database containing administrative claims and medical encounter data, while the DoD also maintains a cancer registry that collects information about the occurrence of cancer among its beneficiaries who receive care at military treatment facilities. Collating data from the two sources diminishes the limitations of using registry or medical claims data alone for cancer research and extends their usage. To facilitate cancer research using the unique military health resources, a computer interface linking the two databases has been developed, called Military Cancer Epidemiology, or MilCanEpi. The intent of this article is to provide an overview of the MilCanEpi data system, describing its components, structure, potential uses, and limitations.
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Affiliation(s)
- Yvonne L. Eaglehouse
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
| | - Craig D. Shriver
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD
- Department of Surgery, Walter Reed National Military Medical Center, Bethesda, MD
| | - Jie Lin
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
- Department of Preventive Medicine & Biostatistics, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Julie A. Bytnar
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
| | - Sarah Darmon
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Rockville, MD
| | - Kangmin Zhu
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
- Department of Preventive Medicine & Biostatistics, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD
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15
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Monge C, Maldonado JA, McGlynn KA, Greten TF. Hispanic Individuals are Underrepresented in Phase III Clinical Trials for Advanced Liver Cancer in the United States. J Hepatocell Carcinoma 2023; 10:1223-1235. [PMID: 37533601 PMCID: PMC10390714 DOI: 10.2147/jhc.s412446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 07/05/2023] [Indexed: 08/04/2023] Open
Abstract
Background Hispanic individuals comprise the second-largest subpopulation after non-Hispanic White (NHW) individuals in the United States (US). We compared the relative contribution of Hispanic individuals to the ten most common causes of cancer-related deaths and studied enrollment of Hispanic patients in multinational phase III advanced liver cancer trials with the aim to investigate whether racial subpopulations are adequately represented in liver cancer trials. Methods Relative cancer incidence rates in Hispanic individuals, NHW individuals, non-Hispanic black (NHB) individuals, and Asian individuals were obtained from both the National Cancer Institute (NCI) Surveillance, Epidemiology, and End Results Program and the Center for Disease Control and Prevention (CDC), United States Cancer Statistics (USCS) database. Searching PubMed, Embase, and Web of Science, we identified phase III clinical trials studying advanced liver cancer in the last ten years and collected enrollment for each race and ethnicity. Incidence rates of liver cancer and enrollment rates in phase III trials were compared by race and ethnicity. Results The cancer type with the relatively highest contribution of Hispanic individuals was liver cancer. From 2015 to 2019, 15.1% of liver cancer cases occurred in Hispanic individuals compared to 12.5% in Asian individuals, 11% in NHB individuals, and 7.5% in NHW individuals. In the last ten years, Hispanic individuals made up 1.6% of patients and NHB individuals 1.3% of patients included in phase III multinational liver cancer trials, compared to 31% NHW individuals and 47% Asian individuals. Conclusion Hispanic individuals are disproportionately underrepresented in multinational phase III clinical trials for liver cancer despite having the highest relative incidence rates among the four major racial or ethnic groups in the US.
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Affiliation(s)
- Cecilia Monge
- Gastrointestinal Malignancies Section, Thoracic and GI Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - J Alberto Maldonado
- Gastrointestinal Malignancies Section, Thoracic and GI Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Tim F Greten
- Gastrointestinal Malignancies Section, Thoracic and GI Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
- NCI CCR Liver Cancer Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Betheda, MD, USA
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16
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Wu Z, Petrick JL, Florio AA, Guillemette C, Beane Freeman LE, Buring JE, Bradwin G, Caron P, Chen Y, Eliassen AH, Engel LS, Freedman ND, Gaziano JM, Giovannuci EL, Hofmann JN, Huang WY, Kirsh VA, Kitahara CM, Koshiol J, Lee IM, Liao LM, Newton CC, Palmer JR, Purdue MP, Rohan TE, Rosenberg L, Sesso HD, Sinha R, Stampfer MJ, Um CY, Van Den Eeden SK, Visvanathan K, Wactawski-Wende J, Zeleniuch-Jacquotte A, Zhang X, Graubard BI, Campbell PT, McGlynn KA. Endogenous sex steroid hormones and risk of liver cancer among US men: Results from the Liver Cancer Pooling Project. JHEP Rep 2023; 5:100742. [PMID: 37425211 PMCID: PMC10326694 DOI: 10.1016/j.jhepr.2023.100742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [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: 10/31/2022] [Revised: 02/28/2023] [Accepted: 03/03/2023] [Indexed: 07/11/2023] Open
Abstract
Background & Aims Incidence rates of liver cancer in most populations are two to three times higher among men than women. The higher rates among men have led to the suggestion that androgens are related to increased risk whereas oestrogens are related to decreased risk. This hypothesis was investigated in the present study via a nested case-control analysis of pre-diagnostic sex steroid hormone levels among men in five US cohorts. Methods Concentrations of sex steroid hormones and sex hormone-binding globulin were quantitated using gas chromatography-mass spectrometry and a competitive electrochemiluminescence immunoassay, respectively. Multivariable conditional logistic regression was used to calculate odds ratios (ORs) and 95% CIs for associations between hormones and liver cancer among 275 men who subsequently developed liver cancer and 768 comparison men. Results Higher concentrations of total testosterone (OR per one-unit increase in log2 = 1.77, 95% CI = 1.38-2.29), dihydrotestosterone (OR = 1.76, 95% CI = 1.21-2.57), oestrone (OR = 1.74, 95% CI = 1.08-2.79), total oestradiol (OR = 1.58, 95% CI=1.22-20.05), and sex hormone-binding globulin (OR = 1.63, 95% CI = 1.27-2.11) were associated with increased risk. Higher concentrations of dehydroepiandrosterone (DHEA), however, were associated with a 53% decreased risk (OR = 0.47, 95% CI = 0.33-0.68). Conclusions Higher concentrations of both androgens (testosterone, dihydrotestosterone) and their aromatised oestrogenic metabolites (oestrone, oestradiol) were observed among men who subsequently developed liver cancer compared with men who did not. As DHEA is an adrenal precursor of both androgens and oestrogens, these results may suggest that a lower capacity to convert DHEA to androgens, and their subsequent conversion to oestrogens, confers a lower risk of liver cancer, whereas a greater capacity to convert DHEA confers a greater risk. Impact and implications This study does not fully support the current hormone hypothesis as both androgen and oestrogen levels were associated with increased risk of liver cancer among men. The study also found that higher DHEA levels were associated with lower risk, thus suggesting the hypothesis that greater capacity to convert DHEA could be associated with increased liver cancer risk among men.
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Affiliation(s)
- Zeni Wu
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | | | - Andrea A. Florio
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Chantal Guillemette
- Pharmacogenomics Laboratory, Centre Hospitalier Universitaire de Québec-(CHU de Québec) Research Center–Université Laval, Québec, QC, Canada
- Faculty of Pharmacy and Cancer Research Center, Laval University, Québec, QC, Canada
| | - Laura E. Beane Freeman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Julie E. Buring
- Division of Preventive Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Department of Epidemiology, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Gary Bradwin
- Clinical and Epidemiologic Research Laboratory, Department of Laboratory Medicine, Boston Children’s Hospital, Boston, MA, USA
| | - Patrick Caron
- Pharmacogenomics Laboratory, Centre Hospitalier Universitaire de Québec-(CHU de Québec) Research Center–Université Laval, Québec, QC, Canada
| | - Yu Chen
- Department of Population Health, New York University School of Medicine, New York, NY, USA
| | - A. Heather Eliassen
- Department of Epidemiology, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Department of Nutrition, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Lawrence S. Engel
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
| | - Neal D. Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - J. Michael Gaziano
- Division of Preventive Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Edward L. Giovannuci
- Department of Epidemiology, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Department of Nutrition, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Jonathan N. Hofmann
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Wen-Yi Huang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Victoria A. Kirsh
- Ontario Institute for Cancer Research, Toronto, ON, Canada
- Epidemiology Division, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Cari M. Kitahara
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Jill Koshiol
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - I-Min Lee
- Division of Preventive Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Department of Epidemiology, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Linda M. Liao
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | | | - Julie R. Palmer
- Slone Epidemiology Center, Boston University, Boston, MA, USA
| | - Mark P. Purdue
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Thomas E. Rohan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, NY, USA
| | - Lynn Rosenberg
- Slone Epidemiology Center, Boston University, Boston, MA, USA
| | - Howard D. Sesso
- Division of Preventive Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Department of Epidemiology, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Rashmi Sinha
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Meir J. Stampfer
- Department of Epidemiology, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Department of Nutrition, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Caroline Y. Um
- Department of Population Science, American Cancer Society, Atlanta, GA, USA
| | | | - Kala Visvanathan
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Jean Wactawski-Wende
- Department of Epidemiology and Environmental Health, University at Buffalo, Buffalo, NY, USA
| | | | - Xuehong Zhang
- Department of Nutrition, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Barry I. Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | | | - Katherine A. McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
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Koutros S, Kiemeney LA, Pal Choudhury P, Milne RL, Lopez de Maturana E, Ye Y, Joseph V, Florez-Vargas O, Dyrskjøt L, Figueroa J, Dutta D, Giles GG, Hildebrandt MAT, Offit K, Kogevinas M, Weiderpass E, McCullough ML, Freedman ND, Albanes D, Kooperberg C, Cortessis VK, Karagas MR, Johnson A, Schwenn MR, Baris D, Furberg H, Bajorin DF, Cussenot O, Cancel-Tassin G, Benhamou S, Kraft P, Porru S, Carta A, Bishop T, Southey MC, Matullo G, Fletcher T, Kumar R, Taylor JA, Lamy P, Prip F, Kalisz M, Weinstein SJ, Hengstler JG, Selinski S, Harland M, Teo M, Kiltie AE, Tardón A, Serra C, Carrato A, García-Closas R, Lloreta J, Schned A, Lenz P, Riboli E, Brennan P, Tjønneland A, Otto T, Ovsiannikov D, Volkert F, Vermeulen SH, Aben KK, Galesloot TE, Turman C, De Vivo I, Giovannucci E, Hunter DJ, Hohensee C, Hunt R, Patel AV, Huang WY, Thorleifsson G, Gago-Dominguez M, Amiano P, Golka K, Stern MC, Yan W, Liu J, Li SA, Katta S, Hutchinson A, Hicks B, Wheeler WA, Purdue MP, McGlynn KA, Kitahara CM, Haiman CA, Greene MH, Rafnar T, Chatterjee N, Chanock SJ, Wu X, Real FX, Silverman DT, Garcia-Closas M, Stefansson K, Prokunina-Olsson L, Malats N, Rothman N. Genome-wide Association Study of Bladder Cancer Reveals New Biological and Translational Insights. Eur Urol 2023; 84:127-137. [PMID: 37210288 PMCID: PMC10330197 DOI: 10.1016/j.eururo.2023.04.020] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [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: 12/05/2022] [Revised: 03/16/2023] [Accepted: 04/19/2023] [Indexed: 05/22/2023]
Abstract
BACKGROUND Genomic regions identified by genome-wide association studies (GWAS) for bladder cancer risk provide new insights into etiology. OBJECTIVE To identify new susceptibility variants for bladder cancer in a meta-analysis of new and existing genome-wide genotype data. DESIGN, SETTING, AND PARTICIPANTS Data from 32 studies that includes 13,790 bladder cancer cases and 343,502 controls of European ancestry were used for meta-analysis. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSES Log-additive associations of genetic variants were assessed using logistic regression models. A fixed-effects model was used for meta-analysis of the results. Stratified analyses were conducted to evaluate effect modification by sex and smoking status. A polygenic risk score (PRS) was generated on the basis of known and novel susceptibility variants and tested for interaction with smoking. RESULTS AND LIMITATIONS Multiple novel bladder cancer susceptibility loci (6p.22.3, 7q36.3, 8q21.13, 9p21.3, 10q22.1, 19q13.33) as well as improved signals in three known regions (4p16.3, 5p15.33, 11p15.5) were identified, bringing the number of independent markers at genome-wide significance (p < 5 × 10-8) to 24. The 4p16.3 (FGFR3/TACC3) locus was associated with a stronger risk for women than for men (p-interaction = 0.002). Bladder cancer risk was increased by interactions between smoking status and genetic variants at 8p22 (NAT2; multiplicative p value for interaction [pM-I] = 0.004), 8q21.13 (PAG1; pM-I = 0.01), and 9p21.3 (LOC107987026/MTAP/CDKN2A; pM-I = 0.02). The PRS based on the 24 independent GWAS markers (odds ratio per standard deviation increase 1.49, 95% confidence interval 1.44-1.53), which also showed comparable results in two prospective cohorts (UK Biobank, PLCO trial), revealed an approximately fourfold difference in the lifetime risk of bladder cancer according to the PRS (e.g., 1st vs 10th decile) for both smokers and nonsmokers. CONCLUSIONS We report novel loci associated with risk of bladder cancer that provide clues to its biological underpinnings. Using 24 independent markers, we constructed a PRS to stratify lifetime risk. The PRS combined with smoking history, and other established risk factors, has the potential to inform future screening efforts for bladder cancer. PATIENT SUMMARY We identified new genetic markers that provide biological insights into the genetic causes of bladder cancer. These genetic risk factors combined with lifestyle risk factors, such as smoking, may inform future preventive and screening strategies for bladder cancer.
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Affiliation(s)
- Stella Koutros
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA.
| | - Lambertus A Kiemeney
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Parichoy Pal Choudhury
- Trans-Divisional Research Program, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA; American Cancer Society, Atlanta, GA, USA
| | - Roger L Milne
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Australia; Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia; Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Australia
| | - Evangelina Lopez de Maturana
- Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Centre (CNIO) and CIBERONC, Madrid, Spain
| | | | - Vijai Joseph
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Oscar Florez-Vargas
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Lars Dyrskjøt
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Jonine Figueroa
- Usher Institute, University of Edinburgh, Edinburgh, UK; Integrative Tumor Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Diptavo Dutta
- Integrative Tumor Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Graham G Giles
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Australia; Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia; Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Australia
| | | | - Kenneth Offit
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | | | | | - Neal D Freedman
- Metabolic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Demetrius Albanes
- Metabolic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Charles Kooperberg
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Victoria K Cortessis
- Department of Population and Public Health Sciences, Epidemiology and Genetics, University of Southern California, Los Angeles, CA, USA
| | - Margaret R Karagas
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | | | | | - Dalsu Baris
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Helena Furberg
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Dean F Bajorin
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Olivier Cussenot
- Centre de Recherche sur les Pathologies Prostatiques et Urologiques, Paris, France
| | - Geraldine Cancel-Tassin
- Centre de Recherche sur les Pathologies Prostatiques et Urologiques, Paris, France; GRC 5 Predictive Onco-Urology, Sorbonne University, Paris, France
| | - Simone Benhamou
- INSERM U1018, Research Centre on Epidemiology and Population Health, Villejuif, France
| | - Peter Kraft
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Stefano Porru
- Department of Diagnostics and Public Health, Section of Occupational Medicine, University of Verona, Verona, Italy
| | - Angela Carta
- Department of Diagnostics and Public Health, Section of Occupational Medicine, University of Verona, Verona, Italy
| | - Timothy Bishop
- Section of Epidemiology and Biostatistics, Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, UK
| | - Melissa C Southey
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Australia; Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Australia; Department of Clinical Pathology, The University of Melbourne, Parkville, Australia
| | - Giuseppe Matullo
- Department of Medical Sciences, University of Turin, Turin, Italy
| | - Tony Fletcher
- London School of Hygiene and Tropical Medicine, London, UK
| | - Rajiv Kumar
- Division of Functional Genome Analysis, German Cancer Research Center, Heidelberg, Germany
| | - Jack A Taylor
- Epidemiology Branch and Epigenetic and Stem Cell Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC, USA
| | - Philippe Lamy
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Frederik Prip
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Mark Kalisz
- Epithelial Carcinogenesis Group, Spanish National Cancer Research Centre (CNIO) and CIBERONC, Madrid, Spain
| | - Stephanie J Weinstein
- Metabolic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Jan G Hengstler
- Leibniz Research Centre for Working Environment and Human Factors at TU Dortmund (IfADo), Dortmund, Germany
| | - Silvia Selinski
- Leibniz Research Centre for Working Environment and Human Factors at TU Dortmund (IfADo), Dortmund, Germany
| | - Mark Harland
- Section of Epidemiology and Biostatistics, Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, UK
| | - Mark Teo
- Section of Epidemiology and Biostatistics, Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, UK
| | - Anne E Kiltie
- Rowett Institute, School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK
| | - Adonina Tardón
- Department of Preventive Medicine, Universidad de Oviedo, ISPA and CIBERESP, Spain
| | - Consol Serra
- Center for Research in Occupational Health, Universitat Pompeu Fabra, Hospital del Mar Medical Research Institut, CIBERESP, Barcelona, Spain
| | - Alfredo Carrato
- Department of Medicine, Alcalá University, IRYCIS, CIBERONC, Madrid, Spain
| | | | - Josep Lloreta
- Hospital del Mar, Universitat Pompeu Fabra, Barcelona, Spain
| | - Alan Schned
- Department of Pathology, Dartmouth Medical School, Hanover, NH, USA
| | - Petra Lenz
- Cancer Genomics Research Laboratory, Leidos Biomedical Research, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Elio Riboli
- School of Public Health, Imperial College London, London, UK
| | - Paul Brennan
- International Agency for Research on Cancer, Lyon, France
| | | | - Thomas Otto
- Department of Urology, Rheinland Klinikum, Lukaskrankenhaus, Neuss, Germany
| | | | - Frank Volkert
- Department of Urology, Evangelic Hospital, Paul Gerhardt Foundation, Lutherstadt Wittenberg, Germany
| | - Sita H Vermeulen
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Katja K Aben
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, The Netherlands; Netherlands Comprehensive Cancer Organisation, Utrecht, The Netherlands
| | - Tessel E Galesloot
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Constance Turman
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Immaculata De Vivo
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Department of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Edward Giovannucci
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - David J Hunter
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Chancellor Hohensee
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Rebecca Hunt
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Alpa V Patel
- Population Science, American Cancer Society, Atlanta, GA, USA
| | - Wen-Yi Huang
- Metabolic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | | | - Manuela Gago-Dominguez
- Fundación Pública Galega de Medicina Xenómica, Servicio Galego de Saude, Health Research Institute of Santiago de Compostela, Santiago de Compostela, Spain
| | - Pilar Amiano
- Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, San Sebastian, Spain; Biodonostia Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, San Sebastian, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
| | - Klaus Golka
- Leibniz Research Centre for Working Environment and Human Factors at TU Dortmund (IfADo), Dortmund, Germany
| | - Mariana C Stern
- Department of Population and Public Health Sciences, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Wusheng Yan
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Jia Liu
- Cancer Genomics Research Laboratory, Leidos Biomedical Research, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Shengchao Alfred Li
- Cancer Genomics Research Laboratory, Leidos Biomedical Research, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Shilpa Katta
- Cancer Genomics Research Laboratory, Leidos Biomedical Research, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Amy Hutchinson
- Cancer Genomics Research Laboratory, Leidos Biomedical Research, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Belynda Hicks
- Cancer Genomics Research Laboratory, Leidos Biomedical Research, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | | | - Mark P Purdue
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Katherine A McGlynn
- Metabolic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Cari M Kitahara
- Radiation Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Christopher A Haiman
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Mark H Greene
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | | | | | - Stephen J Chanock
- Office of the Director, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Xifeng Wu
- Zhejiang University, Hangzhou, China
| | - Francisco X Real
- Epithelial Carcinogenesis Group, Spanish National Cancer Research Centre (CNIO) and CIBERONC, Madrid, Spain; Departament de Medicina i Ciències de la Vida, Universitat Pompeu Fabra, Barcelona, Spain
| | - Debra T Silverman
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Montserrat Garcia-Closas
- Trans-Divisional Research Program, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | | | - Ludmila Prokunina-Olsson
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Núria Malats
- Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Centre (CNIO) and CIBERONC, Madrid, Spain
| | - Nathaniel Rothman
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
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Purdue MP, Rhee J, Denic-Roberts H, McGlynn KA, Byrne C, Sampson J, Botelho JC, Calafat AM, Rusiecki J. A Nested Case-Control Study of Serum Per- and Polyfluoroalkyl Substances and Testicular Germ Cell Tumors among U.S. Air Force Servicemen. Environ Health Perspect 2023; 131:77007. [PMID: 37458713 PMCID: PMC10351502 DOI: 10.1289/ehp12603] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 06/19/2023] [Accepted: 06/26/2023] [Indexed: 07/20/2023]
Abstract
BACKGROUND Per- and polyfluoroalkyl substances (PFAS) are a component of firefighting foams used at military installations. Although high PFAS exposures have been related to cancer risks among civilian populations, the effects for military personnel are unclear. OBJECTIVES We investigated associations between serum PFAS concentrations and testicular germ cell tumors (TGCT) among U.S. Air Force servicemen. METHODS This nested case-control study involved active-duty Air Force servicemen with sera from the Department of Defense Serum Repository. We selected 530 cases and 530 controls individually matched on birth date, race and ethnicity, year entered the service, and year of sample collection, with prediagnostic serum samples collected between 1988 and 2017. A second prediagnostic sample, collected a median of 4 y after the first, was selected for 187 case-control pairs. Seven PFAS were quantified using isotope-dilution tandem mass spectrometry. Odds ratios (ORs) and 95% confidence intervals (CIs) from conditional logistic regression adjusting for military grade, number of deployments, and, in some models, other PFAS, estimated associations between PFAS concentrations (categorized using quartiles among controls) and TGCT. RESULTS Elevated concentrations of some PFAS were observed for military employment in firefighting [perfluorooctanesulfonic acid (PFOS), perfluorohexanesulfonic acid (PFHxS), perfluorooctanoic acid] and service at a base with high PFAS concentrations in drinking water (PFHxS). Elevated PFOS concentrations in the second sample were positively associated with TGCT [OR for fourth vs. first quartile ( OR Q 4 ) = 2.6 , 95% CI: 1.1, 6.4; p trend = 0.02 ], including after adjustment for other PFAS (OR Q 4 = 4.6 , 95% CI: 1.4, 15.1; p trend = 0.009 ). Associations with PFOS in the first/only samples were weak and not statistically significant. Elevated concentrations of perfluorononanoic acid were inversely associated with TGCT, whereas results were null for other PFAS. DISCUSSION We identified service-related predictors of PFAS concentrations and increased TGCT relative risks with elevated PFOS concentrations among Air Force servicemen. These findings warrant further investigation in other populations and military service branches. https://doi.org/10.1289/EHP12603.
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Affiliation(s)
- Mark P Purdue
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA
| | - Jongeun Rhee
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA
| | - Hristina Denic-Roberts
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, Maryland, USA
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA
| | - Celia Byrne
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Joshua Sampson
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA
| | - Julianne Cook Botelho
- Division of Laboratory Sciences, U.S. Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Antonia M Calafat
- Division of Laboratory Sciences, U.S. Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Jennifer Rusiecki
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
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Petrick JL, Florio AA, Zen J, Wang Y, Gewirtz AT, Pfeiffer RM, Loftus S, Inglefield J, Koshiol J, Yang B, Yu K, Hildesheim A, Chen CJ, Yang HI, Lee MH, McGlynn KA. Biomarkers of gut barrier dysfunction and risk of hepatocellular carcinoma in the REVEAL-HBV and REVEAL-HCV cohort studies. Int J Cancer 2023; 153:44-53. [PMID: 36878686 PMCID: PMC10548479 DOI: 10.1002/ijc.34492] [Citation(s) in RCA: 0] [Impact Index Per Article: 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: 08/04/2022] [Revised: 12/16/2022] [Accepted: 01/16/2023] [Indexed: 03/08/2023]
Abstract
Gut barrier dysfunction can result in the liver being exposed to an elevated level of gut-derived bacterial products via portal circulation. Growing evidence suggests that systemic exposure to these bacterial products promotes liver diseases including hepatitis, cirrhosis, and hepatocellular carcinoma (HCC). However, prospective studies have not examined the association between biomarkers of gut barrier dysfunction and HCC risk in a population of hepatitis B or C viral (HBV/HCV) carriers. We investigated whether prediagnostic, circulating biomarkers of gut barrier dysfunction were associated with HCC risk, using the Risk Evaluation of Viral Load Elevation and Associated Liver Disease/Cancer (REVEAL)-HBV and REVEAL-HCV cohorts from Taiwan. REVEAL-HBV included 185 cases and 161 matched controls, and REVEAL-HCV 96 cases and 96 matched controls. The biomarkers quantitated were immunoglobulin A (IgA), IgG, and IgM against lipopolysaccharide (LPS) and flagellin, soluble CD14 (an LPS coreceptor), and LPS-binding protein (LBP). Odds ratios (ORs) and 95% confidence intervals (CIs) for associations between biomarker levels and HCC were calculated using multivariable-adjusted logistic regression. A doubling of the circulating levels of antiflagellin IgA or LBP was associated with a 76% to 93% increased risk of HBV-related HCC (OR per one unit change in log2 antiflagellin IgA = 1.76, 95% CI: 1.06-2.93; OR for LBP = 1.93, 95% CI: 1.10-3.38). None of the other markers were associated with an increased risk of HBV-related or HCV-related HCC. Results were similar when cases diagnosed in the first 5 years of follow-up were excluded. Our findings contribute to understanding the interplay of gut barrier dysfunction and primary liver cancer etiology.
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Affiliation(s)
| | - Andrea A. Florio
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Jane Zen
- Center for Inflammation, Immunity and Infection, Institute for Biomedical Sciences, Georgia State University, Atlanta, GA, USA
| | - Yanyu Wang
- Applied Developmental Research Directorate, Leidos Biomedical Research, Inc, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD, USA
| | - Andrew T. Gewirtz
- Center for Inflammation, Immunity and Infection, Institute for Biomedical Sciences, Georgia State University, Atlanta, GA, USA
| | - Ruth M. Pfeiffer
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Sarah Loftus
- Applied Developmental Research Directorate, Leidos Biomedical Research, Inc, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD, USA
| | - Jon Inglefield
- Applied Developmental Research Directorate, Leidos Biomedical Research, Inc, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD, USA
| | - Jill Koshiol
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Baiyu Yang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Kelly Yu
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Allan Hildesheim
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Chien-Jen Chen
- Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Hwai-I Yang
- Genomics Research Center, Academia Sinica, Taipei, Taiwan
- Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Biomedical Translation Research Center, Academia Sinica, Taipei, Taiwan
| | - Mei-Hsuan Lee
- Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
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Maldonado JA, Graubard BI, McGlynn KA, Greten TF, Monge C. Abstract 1944: Racial and ethnic disparities in U.S. clinical trials in liver cancer in the last nineteen years. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-1944] [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: 04/07/2023]
Abstract
Abstract
Background: Accurate representation of ethnic/racial population subgroups in clinical trials is fundamental to ensure universal effectiveness of new therapies as well as to decrease disparities in oncology care. In 2020, Hispanic (Hisp) and Non-Hispanic Black (NHB) people constituted 19% and 14% of the U.S. population, respectively. As of 2019, Hisp and NHB proportionally made up 23.2% and 11.1% of hepatocellular carcinoma cases, respectively, and 22.6% and 8.3% of biliary tract cancer cases. We analyzed the enrollment of racial/ethnic groups of liver cancer trials in the U.S in the last twenty years.
Methods: A database search was performed in clinicaltrials.gov for interventional liver cancer studies based only in the U.S. with reported results from 09/2002-08/2022. A total of 3492 trials were identified; studies were excluded if non-interventional (N=168), recruited in a foreign site (N= 2422), results were missing (N=713), or were not liver specific (N=63), resulting in a total of 126 studies. We sought to quantify the enrollment of racial/ethnic subgroups.
Results: From a total of 126 studies, enrolling 5197 patients, 53.2% reported race/ethnicity; amongst these, 57.1% of patients were Non-Hispanic White, 14.5% were NHB, 9.9% were Hisp, 8.5% Asian, 0.4% American Indian and 0.2% Native Hawaiian/Pacific Islander. NIH-funded studies had higher rates of race/ethnicity reporting without reaching statistical significance (65.1% vs 47.0%, p= 0.053). The rate of race/ethnicity reporting between clinical trial phases (I- IV) was not statistically significant (p= 0.70).
Conclusions: 47% of U.S. liver cancer studies in the last twenty years in clinicaltrials.gov did not report race/ethnicity. The relative representation of NHB and Hispanics in these trials is lower than the incidence reported in the U.S. Race/ethnicity reporting in U.S.-based clinical trials may be beneficial.
Table 1: Demographics of U.S-only Clinical Trials of Liver Cancer By Funding By Trial Phase All NIH Non-NIH P- value Phase I or II P- value P- value Trials 126 43 83 - 105 - - Participants 5306 1557 3749 - 3325 - - Race and ethnicity reported 53.2% 65.1% 47.0% 0.053 57.1% 0.70 0.70 Race and Ethnicity NHW* 57.1% 57.7% 56.7% 0.86 60.2% NA NA NHB* 14.5% 11.2% 16.8% 0.07 15.1% NA NA Hisp* 9.9% 13.4% 7.4% 0.30 7.1% NA NA Asian 8.5% 9.9% 7.5% 0.57 7.9% NA NA AI* 0.4% 0.2% 0.5% 0.17 0.4% NA NA NH/PI* 0.2% 0.2% 0.2% 0.76 0.2% NA NA *NHW= Non-Hispanic White, NHB= Non-Hispanic Black, Hisp= Hispanic, AI= American Indian, NH/PI= Native Hawaiian/Pacific Islander
Citation Format: J. Alberto Maldonado, Barry I. Graubard, Katherine A. McGlynn, Tim F. Greten, Cecilia Monge. Racial and ethnic disparities in U.S. clinical trials in liver cancer in the last nineteen years [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 1944.
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Han Y, McGlynn KA, Byun J, Cooley MA, Hassan MM, Amos CI, Roberts LR. Abstract 5228: Genome-wide association study and LD score regression analysis for cholangiocarcinoma. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-5228] [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: 04/07/2023]
Abstract
Abstract
Cholangiocarcinoma (CCA) is a rare and aggressive cancer of the bile ducts, with a poor prognosis and limited treatment options. CCA are classified as intrahepatic and extrahepatic based on anatomical location. CCA are often diagnosed at an advanced stage because there are no effective tools for early detection. Although genome-wide association studies (GWASs) have discovered many genome-wide significant contributing risk loci, the genetic underpinning of cholangiocarcinoma remains poorly understood. To date, there is no cholangiocarcinoma-specific GWAS. We conducted GWAS of cholangiocarcinoma in 9,648 individuals of European ancestry using TOPMed reference panel. The putative associations in or near THSD7A on chromosome 7 (OR=2.61, P=7.13 × 10−8), ZBTB16 on 11 (OR=0.16, P=6.02 × 10−8) for non-PSC-related CCA, PUM3 on 9 (OR=10.74, P=6.12 × 10−8), AGBL1 on 15 (OR=2.08, P=5.67 × 10−8) for PSC-related CCA, and LINC02506 on 4 (OR=0.16, P=8.83 × 10−9) for extrahepatic CCA. We also implemented linkage disequilibrium score regression (LDSR) analysis to quantify the genetic correlation between phenotypes using publicly available GWAS summary statistics. Our study aimed to identify possible clinical and epidemiological traits associated with CCA. We identified numerous biomarkers, medical conditions, environmental and behavioral traits, and physical measurements showing high heritability, which is the proportion of phenotypic variance explained by all SNPs included in the analysis, and pairwise genetic correlation with CCA and other CCA subtypes. Elevations of selected biomarkers such as alkaline phosphatase, cystatin C, HbA1c, monocyte count, and white blood cell count show a positive genetic association with CCA in European-ancestry population. Also, autoimmune-mediated conditions show a strong positive genetic association with CCA, non-PSC related CCA, and intrahepatic CCA. The GWAS of CCA and CCA subtypes revealed potential genetic susceptibility associations and will allow us to compare the genetic architecture underlying CCA and other diseases of the bile ducts such as primary sclerosing cholangitis and liver cancer. LDSR provided an improved understanding of the genetic architecture between CCA and potential comorbid conditions and biomarkers. Mendelian randomization analysis will be needed to elucidate the causal relationship between CCA and traits of interest.
Citation Format: Younghun Han, Katherine A. McGlynn, Jinyoung Byun, Matthew A. Cooley, Manal M. Hassan, Christopher I. Amos, Lewis R. Roberts, The International Consortium for the Genetics of Biliary Tract Cancers. Genome-wide association study and LD score regression analysis for cholangiocarcinoma. [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 5228.
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Affiliation(s)
| | | | | | | | - Manal M. Hassan
- 4The University of Texas MD Anderson Cancer Center, Houston, TX
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22
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Long L, Liu X, Petrick J, Liu W, Lee JK, Liao L, Lai MJ, Yang W, Libermann TA, Roberts LR, McGlynn KA, Tabung FK, Zhang X. Dietary inflammatory and insulinemic potential, risk of hepatocellular carcinoma and chronic liver disease mortality. JNCI Cancer Spectr 2023; 7:7082545. [PMID: 36943385 PMCID: PMC10139765 DOI: 10.1093/jncics/pkad023] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 02/18/2023] [Accepted: 03/09/2023] [Indexed: 03/23/2023] Open
Abstract
BACKGROUND Diet modulates inflammation and insulin response and may be an important modifiable factor in the primary prevention of hepatocellular carcinoma (HCC) and chronic liver disease (CLD). We developed the empirical dietary inflammatory pattern (EDIP) and empirical dietary index for hyperinsulinemia (EDIH) scores to assess the inflammatory and insulinemic potentials of diet. OBJECTIVE We prospectively examined the associations of EDIP and EDIH at baseline with the following HCC risk and CLD mortality. DESIGN We followed 485,931 individuals in the NIH-AARP Diet and Health Study since 1995. Cox proportional hazards regression was used to calculate multivariable hazard ratios (HRs) and 95% confidence intervals (95%CIs). RESULTS We confirmed 635 incident HCC cases and 993 CLD deaths. Participants in the highest compared to those in the lowest EDIP quartile had 1.35 times higher risk of developing HCC (95% CI: 1.08-1.70, Ptrend =0.0005), and had 1.70 times higher CLD mortality (95% CI: 1.41-2.04, Ptrend <0.0001). For the same comparison, participants with highest EDIH were at increased risk of HCC (HR = 1.53, 95% CI: 1.20-1.95, Ptrend =0.0004), and CLD mortality (HR = 1.72, 95% CI: 1.42-2.01, Ptrend <0.0001). Similar positive associations of scores with HCC risk and CLD mortality were observed for both women and men. Moreover, individuals in both highest EDIP and EDIH tertiles had 92% increased HCC risk (95% CI: 1.43-2.58) and had 98% increased CLD mortality (95% CI: 1.27-3.08), compared with those in both lowest tertiles. CONCLUSIONS Our findings suggest that inflammation and hyperinsulinemia are potential mechanisms linking diet to HCC development and CLD mortality.
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Affiliation(s)
- Lu Long
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, USA
- Department of Epidemiology and Biostatistics, West China, School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, P.R. China
| | - Xing Liu
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, P.R. China
| | - Jessica Petrick
- Slone Epidemiology Center, Boston University, Boston, MA, USA
| | - Wanqing Liu
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, Detroit, MI, USA
| | - Jeffrey K Lee
- Division of Research, Kaiser Permanente Northern California, Oakland, California, USA
- Department of Gastroenterology, Kaiser Permanente Northern California, San Francisco, California, USA
| | - Linda Liao
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Michelle J Lai
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Wanshui Yang
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, USA
- Department of Nutrition, School of Public Health, Anhui Medical University, Hefei, Anhui, P.R. China
| | - Towia A Libermann
- Department of Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, MD, USA
| | - Lewis R Roberts
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, MN, USA
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Fred K Tabung
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- The Ohio State University College of Medicine and Comprehensive Cancer Center, Columbus, OH, USA
| | - Xuehong Zhang
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
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23
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Han Y, Byun J, Zhu C, Sun R, Roh JY, Cordell HJ, Lee HS, Shaw VR, Kang SW, Razjouyan J, Cooley MA, Hassan MM, Siminovitch KA, Folseraas T, Ellinghaus D, Bergquist A, Rushbrook SM, Franke A, Karlsen TH, Lazaridis KN, McGlynn KA, Roberts LR, Amos CI. Multitrait genome-wide analyses identify new susceptibility loci and candidate drugs to primary sclerosing cholangitis. Nat Commun 2023; 14:1069. [PMID: 36828809 PMCID: PMC9958016 DOI: 10.1038/s41467-023-36678-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [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] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 02/10/2023] [Indexed: 02/26/2023] Open
Abstract
Primary sclerosing cholangitis (PSC) is a rare autoimmune bile duct disease that is strongly associated with immune-mediated disorders. In this study, we implemented multitrait joint analyses to genome-wide association summary statistics of PSC and numerous clinical and epidemiological traits to estimate the genetic contribution of each trait and genetic correlations between traits and to identify new lead PSC risk-associated loci. We identified seven new loci that have not been previously reported and one new independent lead variant in the previously reported locus. Functional annotation and fine-mapping nominated several potential susceptibility genes such as MANBA and IRF5. Network-based in silico drug efficacy screening provided candidate agents for further study of pharmacological effect in PSC.
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Affiliation(s)
- Younghun Han
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX, USA
- Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Jinyoung Byun
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX, USA
- Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, TX, USA
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Catherine Zhu
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX, USA
| | - Ryan Sun
- Department of Biostatistics, University of Texas, M.D. Anderson Cancer Center, Houston, TX, USA
| | - Julia Y Roh
- Department of Pharmacy, Ochsner Health, New Orleans, LA, USA
| | - Heather J Cordell
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Hyun-Sung Lee
- David J. Sugarbaker Division of Thoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, USA
| | - Vikram R Shaw
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX, USA
| | - Sung Wook Kang
- David J. Sugarbaker Division of Thoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, USA
| | - Javad Razjouyan
- VA HSR&D, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX, USA
- Big Data Scientist Training Enhancement Program (BD-STEP), VA Office of Research and Development, Washington, DC, USA
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
- VA Quality Scholars Coordinating Center, IQuESt, Michael E. DeBakey VA Medical Center, Houston, TX, USA
| | - Matthew A Cooley
- Mayo Clinic Graduate School of Biomedical Sciences, Mayo Clinic, Rochester, MN, USA
| | - Manal M Hassan
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Katherine A Siminovitch
- Departments of Medicine, Immunology and Medical Sciences, University of Toronto, Toronto, Ontario, Canada
- Mount Sinai Hospital, Lunenfeld-Tanenbaum Research Institute and Toronto General Research Institute, Toronto, Ontario, Canada
| | - Trine Folseraas
- Norwegian PSC Research Center, Oslo University Hospital Rikshospitalet, Oslo, Norway
| | - David Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Annika Bergquist
- Department of Medicine Huddinge, Unit of Gastroenterology and Rheumatology, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Simon M Rushbrook
- Department of Gastroenterology, Norfolk and Norwich University Hospital, Norwich, United Kingdom
- Norwich Medical School, University of East Anglia, Norfolk, United Kingdom
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Tom H Karlsen
- Oslo University Hospital Rikshospitalet and University of Oslo, Oslo, Norway
| | - Konstantinos N Lazaridis
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Lewis R Roberts
- Oslo University Hospital Rikshospitalet and University of Oslo, Oslo, Norway
| | - Christopher I Amos
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX, USA.
- Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, TX, USA.
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA.
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Zhao L, Jin L, Petrick JL, Zeng H, Wang F, Tang L, Smith-Warner SA, Eliassen AH, Zhang FF, Campbell PT, Giovannucci E, Liao LM, McGlynn KA, Steck SE, Zhang X. Specific botanical groups of fruit and vegetable consumption and liver cancer and chronic liver disease mortality: a prospective cohort study. Am J Clin Nutr 2023; 117:278-285. [PMID: 36811575 PMCID: PMC10131619 DOI: 10.1016/j.ajcnut.2022.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 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: 08/08/2022] [Revised: 11/24/2022] [Accepted: 12/14/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Beyond alcohol and coffee, the relationship between other dietary factors, including specific vegetables and fruits, and liver outcomes remains poorly understood. OBJECTIVE To evaluate the associations between fruit and vegetable intake with the risk of liver cancer and chronic liver disease (CLD) mortality. METHODS This study was based on the National Institutes of Health-American Association of Retired Persons Diet and Health Study, including 485,403 participants aged 50-71 y from 1995 to 1996. Fruit and vegetable intake was estimated using a validated food frequency questionnaire. Cox proportional hazards regression was used to estimate the multivariable hazard ratios (HR) and 95% confidence intervals (CI) for liver cancer incidence and CLD mortality. RESULTS During a median follow-up of 15.5 y, 947 incident liver cancers and 986 CLD deaths (other than liver cancer) were confirmed. A higher intake of total vegetables was associated with a lower risk of liver cancer (HRQuintile 5 vs. Quintile 1 = 0.72, 95% CI: 0.59, 0.89; Ptrend < 0.001). When further subclassified into botanical groups, the observed inverse association was mainly driven by lettuce and the cruciferous family (broccoli, cauliflower, cabbage, etc.) (Ptrend < 0.005). Additionally, higher total vegetable intake was associated with a lower risk of CLD mortality (HRQuintile5 vs. Quintile1 = 0.61, 95% CI: 0.50, 0.76; Ptrend < 0.001). Inverse associations were observed for lettuce, sweet potatoes, cruciferous vegetables, legumes, and carrots with CLD mortality (all Ptrend < 0.005). In contrast, total fruit intake was not associated with liver cancer or CLD mortality. CONCLUSIONS Higher intakes of total vegetables, especially lettuce and cruciferous vegetables, were associated with lower liver cancer risk. Higher intakes of lettuce, sweet potatoes, cruciferous vegetables, legumes, and carrots were associated with a lower risk of CLD mortality.
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Affiliation(s)
- Longgang Zhao
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Lina Jin
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | | | - Hongmei Zeng
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Fenglei Wang
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Li Tang
- Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Stephanie A Smith-Warner
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - A Heather Eliassen
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA; Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Fang Fang Zhang
- Friedman School of Nutrition Science and Policy, Tufts University, Boston, MA, USA
| | - Peter T Campbell
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Edward Giovannucci
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Linda M Liao
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Susan E Steck
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Xuehong Zhang
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA; Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
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25
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Stang A, Trocchi P, Kajüter H, Trabert B, Oosterhuis JW, McGlynn KA. Age-incidence patterns of seminoma and nonseminoma among males and females in Germany and the United States, 2008-2016. Andrology 2023; 11:65-72. [PMID: 36059277 DOI: 10.1111/andr.13282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 08/05/2022] [Accepted: 08/24/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND & OBJECTIVES The comparison of the incidence of gonadal germ cell tumors among males and females can provide insights that cannot be gained by separately studying these tumors. MATERIAL AND METHODS Incidence data on male and female gonadal germ cell tumors were drawn from the cancer registries of North Rhine-Westphalia, Germany, and the United States Surveillance, Epidemiology and End Results program, for non-Hispanic White persons only, for the years 2008-2016. We estimated age-standardized and age-, and histology-specific incidence rates. RESULTS We included 21,840 male and 716 female gonadal germ cell tumors. Incidence rates among males were higher in Germany (95.8 per million, standard error [SE] 1.1) than in the United States (68.0, SE 0.6), while incidence rates among females were lower in Germany (1.9, SE 0.2) than in the United States (2.6, SE 0.1). The characteristic peak of infantile (age 0-4 years) germ cell tumors among males were missing among females. The age peak of ovarian germ cell tumors occurred 15-20 years earlier (Germany: 10-14 years, United States: 15-19 years) than the age peak of testicular germ cell tumors (30-34 years). The three most common testicular germ cell tumors histologies were seminoma, mixed germ cell tumors, and embryonal carcinoma Among females, the three most common ovarian germ cell tumors histologies were teratoma, yolk sac tumor, monodermal teratomas, and somatic-type tumors arising from dermoid cysts in both countries. DISCUSSION The characteristic peak of infantile (age 0-4 years) germ cell tumors among males was missing among females. The shapes of the age-specific incidence curves are similar for males and females in Germany and the United States, though with much lower incidence rates in females, suggesting a common pathogenesis. CONCLUSION The lower rates among females may be due to the lower number of initiated tumors in the absence of the Y-chromosome, and the earlier peak among females may be due to a younger age at puberty.
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Affiliation(s)
- Andreas Stang
- Institut für Medizinische Informatik, Biometrie und Epidemiologie, Universitätsklinikum Essen, Essen, Germany.,Department of Epidemiology, School of Public Health, Boston University, Boston, Massachusetts, USA.,Cancer Registry of North Rhine-Westphalia, Bochum, Germany
| | - Pietro Trocchi
- Institut für Medizinische Informatik, Biometrie und Epidemiologie, Universitätsklinikum Essen, Essen, Germany
| | | | - Britton Trabert
- Department of Obstetrics and Gynecology, University of Utah, Salt Lake City, Utah, USA.,Huntsman Cancer Institute at the University of Utah, Salt Lake City, Utah, USA
| | - J Wolter Oosterhuis
- Department of Pathology, Josephine Nefkens Institute, Rotterdam, The Netherlands
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, Maryland, USA
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Yeoh BS, Saha P, Golonka RM, Zou J, Petrick JL, Abokor AA, Xiao X, Bovilla VR, Bretin ACA, Rivera-Esteban J, Parisi D, Florio AA, Weinstein SJ, Albanes D, Freeman GJ, Gohara AF, Ciudin A, Pericàs JM, Joe B, Schwabe RF, McGlynn KA, Gewirtz AT, Vijay-Kumar M. Enterohepatic Shunt-Driven Cholemia Predisposes to Liver Cancer. Gastroenterology 2022; 163:1658-1671.e16. [PMID: 35988658 PMCID: PMC9691575 DOI: 10.1053/j.gastro.2022.08.033] [Citation(s) in RCA: 1] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 07/29/2022] [Accepted: 08/16/2022] [Indexed: 01/21/2023]
Abstract
BACKGROUND & AIMS Pathogenesis of hepatocellular carcinoma (HCC), which kills millions annually, is poorly understood. Identification of risk factors and modifiable determinants and mechanistic understanding of how they impact HCC are urgently needed. METHODS We sought early prognostic indicators of HCC in C57BL/6 mice, which we found were prone to developing this disease when fed a fermentable fiber-enriched diet. Such markers were used to phenotype and interrogate stages of HCC development. Their human relevance was tested using serum collected prospectively from an HCC/case-control cohort. RESULTS HCC proneness in mice was dictated by the presence of congenitally present portosystemic shunt (PSS), which resulted in markedly elevated serum bile acids (BAs). Approximately 10% of mice from various sources exhibited PSS/cholemia, but lacked an overt phenotype when fed standard chow. However, PSS/cholemic mice fed compositionally defined diets, developed BA- and cyclooxygenase-dependent liver injury, which was exacerbated and uniformly progressed to HCC when diets were enriched with the fermentable fiber inulin. Such progression to cholestatic HCC associated with exacerbated cholemia and an immunosuppressive milieu, both of which were required in that HCC was prevented by impeding BA biosynthesis or neutralizing interleukin-10 or programmed death protein 1. Analysis of human sera revealed that elevated BA was associated with future development of HCC. CONCLUSIONS PSS is relatively common in C57BL/6 mice and causes silent cholemia, which predisposes to liver injury and HCC, particularly when fed a fermentable fiber-enriched diet. Incidence of silent PSS/cholemia in humans awaits investigation. Regardless, measuring serum BA may aid HCC risk assessment, potentially alerting select individuals to consider dietary or BA interventions.
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Affiliation(s)
- Beng San Yeoh
- Department of Physiology and Pharmacology, The University of Toledo College of Medicine and Life Sciences, Toledo, Ohio
| | - Piu Saha
- Department of Physiology and Pharmacology, The University of Toledo College of Medicine and Life Sciences, Toledo, Ohio
| | - Rachel M Golonka
- Department of Physiology and Pharmacology, The University of Toledo College of Medicine and Life Sciences, Toledo, Ohio
| | - Jun Zou
- Center for Inflammation, Immunity and Infection, Institute for Biomedical Sciences, Georgia State University, Atlanta, Georgia
| | | | - Ahmed A Abokor
- Department of Physiology and Pharmacology, The University of Toledo College of Medicine and Life Sciences, Toledo, Ohio
| | - Xia Xiao
- Division of Nephrology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Venugopal R Bovilla
- Department of Physiology and Pharmacology, The University of Toledo College of Medicine and Life Sciences, Toledo, Ohio
| | - Alexis C A Bretin
- Center for Inflammation, Immunity and Infection, Institute for Biomedical Sciences, Georgia State University, Atlanta, Georgia
| | - Jesús Rivera-Esteban
- Liver Unit, Department of Internal Medicine, Vall d'Hebron Hospital Universitari, Vall d'Hebron Institut de Recerca, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | | | - Andrea A Florio
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Stephanie J Weinstein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Gordon J Freeman
- Department of Medical Oncology, Harvard Medical School, Boston, Massachusetts
| | - Amira F Gohara
- Department of Pathology, The University of Toledo College of Medicine and Life Sciences, Toledo, Ohio
| | - Andreea Ciudin
- Endocrinology and Nutrition Department, Vall d'Hebron Hospital Universitari, Vall d'Hebron Institut de Recerca, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Juan M Pericàs
- Liver Unit, Department of Internal Medicine, Vall d'Hebron Hospital Universitari, Vall d'Hebron Institut de Recerca, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Bina Joe
- Department of Physiology and Pharmacology, The University of Toledo College of Medicine and Life Sciences, Toledo, Ohio
| | - Robert F Schwabe
- Department of Medicine, Columbia University Irving Medical Center, New York, New York
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Andrew T Gewirtz
- Center for Inflammation, Immunity and Infection, Institute for Biomedical Sciences, Georgia State University, Atlanta, Georgia
| | - Matam Vijay-Kumar
- Department of Physiology and Pharmacology, The University of Toledo College of Medicine and Life Sciences, Toledo, Ohio.
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Grasso C, Popovic M, Isaevska E, Lazzarato F, Fiano V, Zugna D, Pluta J, Weathers B, D’Andrea K, Almstrup K, Anson-Cartwright L, Bishop DT, Chanock SJ, Chen C, Cortessis VK, Dalgaard MD, Daneshmand S, Ferlin A, Foresta C, Frone MN, Gamulin M, Gietema JA, Greene MH, Grotmol T, Hamilton RJ, Haugen TB, Hauser R, Karlsson R, Kiemeney LA, Lessel D, Lista P, Lothe RA, Loveday C, Meijer C, Nead KT, Nsengimana J, Skotheim RI, Turnbull C, Vaughn DJ, Wiklund F, Zheng T, Zitella A, Schwartz SM, McGlynn KA, Kanetsky PA, Nathanson KL, Richiardi L. Association Study between Polymorphisms in DNA Methylation-Related Genes and Testicular Germ Cell Tumor Risk. Cancer Epidemiol Biomarkers Prev 2022; 31:1769-1779. [PMID: 35700037 PMCID: PMC9444936 DOI: 10.1158/1055-9965.epi-22-0123] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [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: 02/12/2022] [Revised: 04/20/2022] [Accepted: 06/06/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Testicular germ cell tumors (TGCT), histologically classified as seminomas and nonseminomas, are believed to arise from primordial gonocytes, with the maturation process blocked when they are subjected to DNA methylation reprogramming. SNPs in DNA methylation machinery and folate-dependent one-carbon metabolism genes have been postulated to influence the proper establishment of DNA methylation. METHODS In this pathway-focused investigation, we evaluated the association between 273 selected tag SNPs from 28 DNA methylation-related genes and TGCT risk. We carried out association analysis at individual SNP and gene-based level using summary statistics from the Genome Wide Association Study meta-analysis recently conducted by the international Testicular Cancer Consortium on 10,156 TGCT cases and 179,683 controls. RESULTS In individual SNP analyses, seven SNPs, four mapping within MTHFR, were associated with TGCT risk after correction for multiple testing (q ≤ 0.05). Queries of public databases showed that three of these SNPs were associated with MTHFR changes in enzymatic activity (rs1801133) or expression level in testis tissue (rs12121543, rs1476413). Gene-based analyses revealed MTHFR (q = 8.4 × 10-4), methyl-CpG-binding protein 2 (MECP2; q = 2 × 10-3), and ZBTB4 (q = 0.03) as the top TGCT-associated genes. Stratifying by tumor histology, four MTHFR SNPs were associated with seminoma. In gene-based analysis MTHFR was associated with risk of seminoma (q = 2.8 × 10-4), but not with nonseminomatous tumors (q = 0.22). CONCLUSIONS Genetic variants within MTHFR, potentially having an impact on the DNA methylation pattern, are associated with TGCT risk. IMPACT This finding suggests that TGCT pathogenesis could be associated with the folate cycle status, and this relation could be partly due to hereditary factors.
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Affiliation(s)
- Chiara Grasso
- Cancer Epidemiology Unit, Department of Medical Sciences, University of Turin and CPO Piedmont, Turin, Italy
| | - Maja Popovic
- Cancer Epidemiology Unit, Department of Medical Sciences, University of Turin and CPO Piedmont, Turin, Italy
| | - Elena Isaevska
- Cancer Epidemiology Unit, Department of Medical Sciences, University of Turin and CPO Piedmont, Turin, Italy
| | - Fulvio Lazzarato
- Cancer Epidemiology Unit, Department of Medical Sciences, University of Turin and CPO Piedmont, Turin, Italy
| | - Valentina Fiano
- Cancer Epidemiology Unit, Department of Medical Sciences, University of Turin and CPO Piedmont, Turin, Italy
| | - Daniela Zugna
- Cancer Epidemiology Unit, Department of Medical Sciences, University of Turin and CPO Piedmont, Turin, Italy
| | - John Pluta
- Division of Translational Medicine and Human Genetics, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Benita Weathers
- Division of Translational Medicine and Human Genetics, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Kurt D’Andrea
- Division of Translational Medicine and Human Genetics, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Kristian Almstrup
- Department of Growth and Reproduction, Copenhagen University Hospital – Rigshospitalet, Copenhagen, Denmark
- Department of Cellular and Molecular Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Lynn Anson-Cartwright
- Department of Surgery (Urology), University of Toronto and The Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - D. Timothy Bishop
- Department of Haematology and Immunology, Leeds Institute of Medical Research at St James’s, University of Leeds, Leeds, UK
| | - Stephen J. Chanock
- Division of Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland
| | - Chu Chen
- Program in Epidemiology, Fred Hutchinson Cancer Center, Seattle, WA, USA; Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Victoria K. Cortessis
- Department of Population and Public Health Sciences, and Obstetrics and Gynecology, Keck School of Medicine at the University of Southern California, Los Angeles, CA, USA
| | - Marlene D. Dalgaard
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Siamak Daneshmand
- Department of Urology, Keck School of Medicine at the University of Southern California, Los Angeles, CA, USA
| | - Alberto Ferlin
- Unit of Andrology and Reproductive Medicine, Department of Medicine, University of Padova, Padova, Italy
| | - Carlo Foresta
- Unit of Andrology and Reproductive Medicine, Department of Medicine, University of Padova, Padova, Italy
| | - Megan N. Frone
- Division of Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland
| | - Marija Gamulin
- Department of Oncology, University Hospital Centre Zagreb, University of Zagreb School of Medicine, Zagreb, Croatia
| | - Jourik A. Gietema
- Department of Medical Oncology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Mark H. Greene
- Division of Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland
| | - Tom Grotmol
- Department of Research, Cancer Registry of Norway, Oslo, Norway
| | - Robert J. Hamilton
- Department of Surgery (Urology), University of Toronto and The Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Trine B. Haugen
- Faculty of Health Sciences, OsloMet – Oslo Metropolitan University, Oslo, Norway
| | - Russ Hauser
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Robert Karlsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | | | - Davor Lessel
- Institute of Human Genetics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Patrizia Lista
- Division of Medical Oncology1, AOU “Città della Salute e della Scienza di Torino”, Turin, Italy
| | - Ragnhild A. Lothe
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital-Radiumhospitalet, Oslo, Norway
- Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Chey Loveday
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Coby Meijer
- Department of Medical Oncology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Kevin T. Nead
- Department of Epidemiology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jérémie Nsengimana
- Biostatistics Research Group, Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle, UK
| | - Rolf I. Skotheim
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital-Radiumhospitalet, Oslo, Norway
- Department of Informatics, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway
| | - Clare Turnbull
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
- Royal Marsden NHS Foundation Hospital, London, United Kingdom
| | - David J. Vaughn
- Division of Hematology and Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Cancer Center, Perelman School of Medicine, Philadelphia, PA, USA
| | - Fredrik Wiklund
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Tongzhang Zheng
- Department of Epidemiology, Brown School of Public Health, Brown University, Providence, RI, USA
| | - Andrea Zitella
- Division of Urology, Department of Surgical Science, AOU “Città della Salute e della Scienza di Torino”, University of Turin, Turin, Italy
| | - Stephen M. Schwartz
- Program in Epidemiology, Fred Hutchinson Cancer Center, Seattle, WA, USA; Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Katherine A. McGlynn
- Division of Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland
| | - Peter A. Kanetsky
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Katherine L. Nathanson
- Division of Translational Medicine and Human Genetics, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Cancer Center, Perelman School of Medicine, Philadelphia, PA, USA
| | - Lorenzo Richiardi
- Cancer Epidemiology Unit, Department of Medical Sciences, University of Turin and CPO Piedmont, Turin, Italy
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Znaor A, Skakkebaek NE, Rajpert-De Meyts E, Kuliš T, Laversanne M, Gurney J, Sarfati D, McGlynn KA, Bray F. Global patterns in testicular cancer incidence and mortality in 2020. Int J Cancer 2022; 151:692-698. [PMID: 35277970 DOI: 10.1002/ijc.33999] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [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: 10/27/2021] [Revised: 02/22/2022] [Accepted: 02/25/2022] [Indexed: 11/09/2022]
Abstract
With 74 500 new cases worldwide in 2020, testicular cancer ranks as the 20th leading cancer type, but is the most common cancer in young men of European ancestry. While testicular cancer incidence has been rising in many populations, mortality trends, at least those in high-income settings, have been in decline since the 1970s following the introduction of platinum-based chemotherapy. To examine current incidence and mortality patterns, we extracted the new cases of, and deaths from cancers of the testis from the GLOBOCAN 2020 database. In 2020, testicular cancer was the most common cancer in men aged 15 to 44 in 62 countries worldwide. Incidence rates were highest in West-, North- and South-Europe and Oceania (age-standardised rate, ASR ≥7/100 000), followed by North America (5.6/100 000 and lowest (<2/100 000) in Asia and Africa. The mortality rates were highest in Central and South America (0.84 and 0.54 per 100 000, respectively), followed by Eastern and Southern Europe, and Western and Southern Africa. The lowest mortality rates were in Northern Europe, Northern Africa and Eastern Asia (0.16, 0.14, 0.9 per 100 000, respectively). At the country level, incidence rates varied over 100-fold, from 10/100 000 in Norway, Slovenia, Denmark and Germany to ≤0.10/100 000 in Gambia, Guinea, Liberia, Lesotho. Mortality rates were highest in Fiji, Argentina and Mexico. Our results indicate a higher mortality burden in countries undergoing economic transitions and reinforce the need for more equitable access to testicular cancer diagnosis and treatment globally.
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Affiliation(s)
- Ariana Znaor
- Section of Cancer Surveillance, International Agency for Research on Cancer, Lyon, France
| | - Niels Erik Skakkebaek
- Department of Growth & Reproduction, Copenhagen University Hospital (Ringshospitalet), Copenhagen, Denmark
| | - Ewa Rajpert-De Meyts
- Department of Growth & Reproduction, Copenhagen University Hospital (Ringshospitalet), Copenhagen, Denmark
| | - Tomislav Kuliš
- Department of Urology, University Hospital Centre Zagreb, Zagreb, Croatia
| | - Mathieu Laversanne
- Section of Cancer Surveillance, International Agency for Research on Cancer, Lyon, France
| | - Jason Gurney
- Department of Urology, University Hospital Centre Zagreb, Zagreb, Croatia
| | - Diana Sarfati
- Department of Public Health, University of Otago, Wellington, New Zealand
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Freddie Bray
- Section of Cancer Surveillance, International Agency for Research on Cancer, Lyon, France
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29
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Jones GS, Graubard BI, Alvarez CS, McGlynn KA. Prediction of nonalcoholic fatty liver disease using anthropometry and body fat measures by sex and race/ethnicity in the United States. Obesity (Silver Spring) 2022; 30:1760-1765. [PMID: 35945693 DOI: 10.1002/oby.23514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 05/18/2022] [Accepted: 06/09/2022] [Indexed: 11/07/2022]
Abstract
OBJECTIVE The prevalence of nonalcoholic fatty liver disease (NAFLD) is increasing in the United States and is strongly linked to obesity in many, but not all, racial/ethnic groups. It is conceivable that the lack of correspondence is related to differential fat distribution. The study objective was to examine which fat distribution measures best predicted NAFLD by sex within racial/ethnic groups. METHODS The analysis included 1,404 participants from the 2017-2018 National Health and Nutrition Examination Survey (NHANES). Area under the receiver operating characteristic curve (AUC) analyses compared the ability of dual-energy x-ray absorptiometry-measured percentage total fat and abdominal fat with measured BMI, waist circumference, and waist to height ratio to predict ultrasound transient-elastography-assessed NAFLD in each sex and racial/ethnic group. RESULTS AUC analysis found the best predictors of NAFLD among men were waist circumference and total abdominal fat area (AUC: 84.1%) and the best predictor among women was visceral fat (AUC: 85.2). NAFLD prediction by body fat measures, however, was similar between racial/ethnic groups. CONCLUSIONS The best predictors of NAFLD, using body fat distribution measures, vary by sex but not by racial/ethnic group.
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Affiliation(s)
- Gieira S Jones
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA
| | - Barry I Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA
| | - Christian S Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA
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30
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Alvarez CS, Petrick JL, Parisi D, McMahon BJ, Graubard BI, McGlynn KA. Racial/ethnic disparities in hepatocellular carcinoma incidence and mortality rates in the United States, 1992-2018. Hepatology 2022; 76:589-598. [PMID: 35124828 PMCID: PMC9352816 DOI: 10.1002/hep.32394] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 01/25/2022] [Accepted: 01/26/2022] [Indexed: 12/15/2022]
Abstract
BACKGROUND AND AIMS HCC is characterized by racial/ethnic disparities in rates. Recent USA reports suggest that incidence has begun to decline, but it is not clear whether the declines have occurred among all groups, nor whether mortality has declined. Thus, the current study examined USA incidence and mortality between 1992 and 2018. APPROACH & RESULTS HCC incidence and incidence-based mortality data from the Surveillance, Epidemiology, and End Results program were used to calculate age-standardized rates by race/ethnicity, sex, and age. Trends were analyzed using joinpoint regression to estimate annual percent change (APC). Age-period-cohort models assessed the effects on trends of age, calendar period, and birth cohort. Overall, HCC incidence significantly declined between 2015 and 2018 (APC, -5.6%). Whereas most groups experienced incidence declines, the trends were most evident among Asians/Pacific Islanders, women, and persons <50 years old. Exceptions were the rates among non-Hispanic Black persons, which did not significantly decline (APC, -0.7), and among American Indians/Alaska Natives, which significantly increased (APC, +4.3%). Age-period-cohort modeling found that birth cohort had a greater effect on rates than calendar period. Among the baby boom cohorts, the 1950-1954 cohort had the highest rates. Similar to the overall incidence decline, HCC mortality rates declined between 2013 and 2018 (APC, -2.2%). CONCLUSIONS HCC incidence and mortality rates began to decline for most groups in 2015, but persistent differences in rates continued to exist. Rates among non-Hispanic Black persons did not decline significantly, and rates among American Indians/Alaska Natives significantly increased, suggesting that greater effort is needed to reduce the HCC burden among these vulnerable groups.
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Affiliation(s)
- Christian S. Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD
| | | | | | - Brian J. McMahon
- Liver Diseases and Hepatitis Program, Alaska Native Tribal Health Consortium, Anchorage, AK
| | - Barry I. Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD
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31
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Yang W, Zeng X, Petrick JL, Danford CJ, Florio AA, Lu B, Nan H, Ma J, Wang L, Zeng H, Sudenga SL, Campbell PT, Giovannucci E, McGlynn KA, Zhang X. Body mass index trajectories, weight gain and risks of liver and biliary tract cancers. JNCI Cancer Spectr 2022; 6:pkac056. [PMID: 35960613 PMCID: PMC9406603 DOI: 10.1093/jncics/pkac056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Revised: 05/18/2022] [Accepted: 06/06/2022] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Little is known about the role of early obesity or weight change during adulthood in the development of liver cancer and biliary tract cancer (BTC). METHODS We investigated the associations of body mass index (BMI) and weight trajectories with the risk of liver cancer and BTC in the Prostate, Lung, Colorectal and Ovarian Cancer Screening Trial (PLCO). BMI was self-reported at ages 20, 50, and at enrollment. BMI trajectories were determined using latent class growth models. Cox regression was used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs). RESULTS During a median follow-up of 15.9 years among 138,922 participants, 170 liver cancer and 143 BTC cases were identified. Compared with those whose BMI does not exceed 25 kg/m2, participants with BMI exceeding 25 kg/m2 at age 20 had increased risks of liver cancer (HR = 2.03, 95% CI: 1.26-3.28) and BTC (HR = 1.99, 95% CI: 1.16-3.39). Compared to participants maintaining normal BMI until enrollment, trajectory of normal weight at age 20 to obesity at enrollment was associated with increased risk for liver cancer (HR = 2.50, 95% CI: 1.55-4.04) and BTC (HR = 1.83, 95% CI: 1.03-3.22). Compared to adults with stable weight (+/-5kg) between age 20 to 50 years, weight gain ≥20 kg between ages 20 to 50 years had higher HRs of 2.24 (95%CI: 1.40-3.58) for liver cancer and 1.86 (95% CI: 1.12-3.09) for BTC. CONCLUSIONS Being overweight/obese at age 20, and BMI trajectories that result in being overweight and/or obese, may increase risk for both liver cancer and BTC.
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Affiliation(s)
- Wanshui Yang
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Department of Nutrition, School of Public Health, Anhui Medical University, Hefei, Anhui, P.R. China
| | - Xufen Zeng
- Department of Nutrition, School of Public Health, Anhui Medical University, Hefei, Anhui, P.R. China
| | | | - Christopher J Danford
- Division of Gastroenterology and Hepatology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Andrea A Florio
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Bing Lu
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Hongmei Nan
- Department of Epidemiology, Richard M Fairbanks School of Public Health, Indiana University, and Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN, USA
| | - Jiantao Ma
- Framingham Heart Study, Framingham, MA, USA
- Division of Nutrition Data Science, Tufts University Friedman School of Nutrition Science and Policy, Boston, MA, USA
| | - Liang Wang
- Department of Public Health, Robbins College of Health and Human Sciences, Baylor University, TX, USA
| | - Hongmei Zeng
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Staci L Sudenga
- Division of Epidemiology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Peter T Campbell
- Department of Epidemiology and Population Science, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Edward Giovannucci
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Xuehong Zhang
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
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32
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Park Y, Ramirez Y, Xiao Q, Liao LM, Jones GS, McGlynn KA. Outdoor light at night and risk of liver cancer in the NIH-AARP diet and health study. Cancer Causes Control 2022; 33:1215-1218. [PMID: 35840828 DOI: 10.1007/s10552-022-01602-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 06/21/2022] [Indexed: 11/26/2022]
Abstract
PURPOSE Accumulating evidence suggests that light at night (LAN) disrupts circadian rhythms and may increase risk of liver cancer. However, there is no population-based study that examined LAN and liver cancer risk. Therefore, we aimed to investigate the association between outdoor LAN and liver cancer risk in a prospective cohort. METHODS Residential outdoor LAN level was measured from satellite imagery in the NIH-AARP Diet and Health Study, a prospective cohort of 451,945 men and women, 50-71 years old. Relative risks (RR) and 95% confidence intervals (CIs) were estimated using Cox proportional hazard models that adjusted for known risk factors for liver cancer and neighborhood characteristics. RESULTS During an average 12.2 years of follow-up, 897 liver cancers, 603 of which were hepatocellular carcinomas (HCC), were diagnosed. Residential outdoor LAN was not associated with risk of liver cancer (RRQ5 vs Q1 = 0.96, 95% CI: 0.77-1.20, p trend = 0.771) or HCC (RRQ5 vs Q1 = 0.82, 95% CI: 0.62-1.07, p trend = 0.425). CONCLUSION No association between outdoor LAN and risk of liver cancer or HCC may in part be due to limitations in LAN assessment. More studies on the relationship between light intensity, duration, timing, and wavelength and liver cancer are warranted.
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Affiliation(s)
- Yikyung Park
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, 660 S. Euclid Ave, Campus Box 8100, St. Louis, MO, 63110, USA.
| | - Yesenia Ramirez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Qian Xiao
- Department of Epidemiology, Human Genetics and Environmental Sciences, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Linda M Liao
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Gieira S Jones
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
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Haug NR, Wagner AK, McGlynn KA, Leonard CE, Nguyen MD, Major JM. New-onset cancer cases in FDA's Sentinel System: a large distributed system of US electronic healthcare data. Cancer Epidemiol Biomarkers Prev 2022; 31:1890-1895. [PMID: 35839466 PMCID: PMC9532363 DOI: 10.1158/1055-9965.epi-21-1451] [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] [Received: 12/23/2021] [Revised: 04/16/2022] [Accepted: 07/08/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Evaluations of cancer etiology and safety and effectiveness of cancer treatments are predicated on large numbers of patients with sufficient baseline and follow-up data. To assess feasibility of FDA's Sentinel System's electronic healthcare data for surveillance of malignancy onset and examination of product safety, this study examined patterns of enrollment surrounding new-onset cancers. METHODS Using a retrospective cohort of patients based on administrative claims, we identified incident events of 19 cancers among 292.5 million health plan members from January 2000 through February 2020 using International Classification of Diseases (ICD) diagnosis codes. Annual incident cases were stratified by sex, age, medical and drug coverage, and insurer type. Descriptive statistics were calculated for observable time prior to and following diagnosis. RESULTS We identified 10,697,573 incident cancer events among members with medical coverage. When drug coverage was additionally required, number of incident cancers was reduced by 41%. Medicare data contributed 61% of cases, with similar duration trends as other insurers. Mean duration of follow-up prior to diagnosis ranged from 4.0-4.6 years, while follow-up post diagnosis ranged from 1.1-3.3 years. Approximately a third (36.1%) had at least 2 years both prior to and following diagnosis. CONCLUSIONS The FDA Sentinel System's electronic healthcare data may be useful for characterizing relatively short latency cancer risk, examining cancer drug utilization and safety post diagnosis, and conducting surveillance for acute adverse events among patients with cancers. IMPACT A national distributed system with electronic health data, the Sentinel system provides opportunity for rapid pharmacoepidemiologic assessments relevant in oncology.
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Affiliation(s)
- Nicole R Haug
- Harvard Pilgrim Health Care Institute and Harvard Medical School, United States
| | - Anita K Wagner
- Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, United States
| | | | - Charles E Leonard
- Raymond and Ruth Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
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Rivera-Andrade A, Petrick JL, Alvarez CS, Graubard BI, Florio AA, Kroker-Lobos MF, Parisi D, Freedman ND, Lazo M, Guallar E, Groopman JD, Ramirez-Zea M, McGlynn KA. Circulating bile acid concentrations and non-alcoholic fatty liver disease in Guatemala. Aliment Pharmacol Ther 2022; 56:321-329. [PMID: 35484638 PMCID: PMC9233027 DOI: 10.1111/apt.16948] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Revised: 03/21/2022] [Accepted: 04/12/2022] [Indexed: 02/06/2023]
Abstract
BACKGROUND Non-alcoholic fatty liver disease (NAFLD) is a major liver disease worldwide. Bile acid dysregulation may be a key feature in its pathogenesis and progression. AIMS To characterise the relationship between bile acid levels and NAFLD at the population level METHODS: We conducted a cross-sectional study in Guatemala in 2016 to examine the prevalence of NAFLD. Participants (n = 415) completed questionnaires, donated blood samples and had a brief medical exam. NAFLD was determined by calculation of the fatty liver index. The levels of 15 circulating bile acids were determined by LC-MS/MS. Adjusted prevalence odds ratios (PORadj ) and 95% CI were calculated to examine the relationships between bile acid levels (in tertiles) and NAFLD. RESULTS Persons with NAFLD had significantly higher levels of the conjugated primary bile acids glycocholic acid (GCA) (PORadj T3 vs T1 = 1.85), taurocholic acid (TCA) (PORadj T3 vs T1 = 2.45) and taurochenodeoxycholic acid (TCDCA) (PORadj T3 vs T1 = 2.10), as well as significantly higher levels the unconjugated secondary bile acid, deoxycholic acid (DCA) (PORadj T3 vs T1 = 1.78) and its conjugated form, taurodeoxycholic acid (TDCA) (PORadj T3 vs T1 = 1.81). CONCLUSIONS The bile acid levels of persons with and without NAFLD differed significantly. Among persons with NAFLD, higher levels of the conjugated forms of CA (i.e. GCA, TCA) and the secondary bile acids that derive from CA (i.e. DCA, TDCA) may indicate there is hepatic overproduction of CA, which may affect the liver via aberrant signalling mediated by the bile acids.
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Affiliation(s)
- Alvaro Rivera-Andrade
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | | | - Christian S. Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Barry I. Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Andrea A. Florio
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA,Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Maria F. Kroker-Lobos
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | | | - Neal D. Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Mariana Lazo
- Department of General Internal Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, USA,Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Eliseo Guallar
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - John D. Groopman
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA,Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Manuel Ramirez-Zea
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
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Rivera-Andrade A, Petrick JL, Alvarez CS, Graubard BI, Florio AA, Kroker-Lobos MF, Parisi D, Freedman ND, Lazo M, Guallar E, Groopman JD, Ramirez-Zea M, McGlynn KA. Letter: is it appropriate to use a fatty liver index >60 as an alternative criterion for non-alcoholic fatty liver disease? Authors' reply. Aliment Pharmacol Ther 2022; 56:378-379. [PMID: 35748850 DOI: 10.1111/apt.17060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
Affiliation(s)
- Alvaro Rivera-Andrade
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Jessica L Petrick
- Slone Epidemiology Center, Boston University, Boston, Massachusetts, USA
| | - Christian S Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Barry I Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Andrea A Florio
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA.,Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, USA
| | - Maria F Kroker-Lobos
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | | | - Neal D Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Mariana Lazo
- Department of General Internal Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.,Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Eliseo Guallar
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - John D Groopman
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA.,Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Manuel Ramirez-Zea
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
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Campbell PT, Newton CC, Jacobs EJ, McCullough ML, Wang Y, Rees-Punia E, Guinter MA, Murphy N, Koshiol J, Dehal AN, Rohan T, Strickler H, Petrick J, Gunter M, Zhang X, McGlynn KA, Pollak M, Patel AV, Gapstur SM. Prospective associations of hemoglobin A 1c and c-peptide with risk of diabetes-related cancers in the Cancer Prevention Study-II Nutrition Cohort. Cancer Res Commun 2022; 2:653-662. [PMID: 36712480 PMCID: PMC9881454 DOI: 10.1158/2767-9764.crc-22-0082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 05/05/2022] [Accepted: 06/21/2022] [Indexed: 02/02/2023]
Abstract
Self-reported type 2 diabetes mellitus (T2DM) is a risk factor for many cancers, suggesting its pathology relates to carcinogenesis. We conducted a case-cohort study to examine associations of hemoglobin A1c (HbA1c) and c-peptide with cancers associated with self-reported T2DM. This study was drawn from a prospective cohort of 32,383 women and men who provided blood specimens at baseline: c-peptide and HbA1c were assessed in 3,000 randomly selected participants who were cancer-free-at-baseline and an additional 2,281 participants who were cancer-free-at-baseline and subsequently diagnosed with incident colorectal, liver, pancreatic, female breast, endometrial, ovarian, bladder, or kidney cancers. Weighted-Cox regression models estimated hazards ratios (HRs) and 95% confidence intervals (CI), adjusted for covariates. C-peptide was associated with higher risk of liver cancer (per standard deviation (SD) HR: 1.80; 95%CI: 1.32-2.46). HbA1c was associated with higher risk of pancreatic cancer (per SD HR: 1.21 95%CI 1.05-1.40) and with some suggestion of higher risks for all-cancers-of-interest (per SD HR: 1.05; 95%CI: 0.99-1.11) and colorectal (per SD HR: 1.09; 95%CI: 0.98-1.20), ovarian (per SD HR: 1.18; 95%CI 0.96-1.45) and bladder (per SD HR: 1.08; 95%CI 0.96-1.21) cancers. Compared to no self-reported T2DM and HbA1c <6.5% (reference group), self-reported T2DM and HbA1c <6.5% (i.e., T2DM in good glycemic control) was not associated with risk of colorectal cancer, whereas it was associated with higher risks of all-cancers-of-interest combined (HR: 1.28; 95%CI: 1.01-1.62), especially for breast and endometrial cancers. Additional large, prospective studies are needed to further explore the roles of hyperglycemia, hyperinsulinemia, and related metabolic traits with T2DM-associated cancers to better understand the mechanisms underlying the self-reported T2DM-cancer association and to identify persons at higher cancer risk.
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Affiliation(s)
- Peter T. Campbell
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
- Population Science Department, American Cancer Society (ACS), Atlanta, Georgia
| | - Christina C. Newton
- Population Science Department, American Cancer Society (ACS), Atlanta, Georgia
| | - Eric J. Jacobs
- Population Science Department, American Cancer Society (ACS), Atlanta, Georgia
| | | | - Ying Wang
- Population Science Department, American Cancer Society (ACS), Atlanta, Georgia
| | - Erika Rees-Punia
- Population Science Department, American Cancer Society (ACS), Atlanta, Georgia
| | - Mark A. Guinter
- Population Science Department, American Cancer Society (ACS), Atlanta, Georgia
| | - Neil Murphy
- Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC), Lyon, France
| | - Jill Koshiol
- Division of Cancer Epidemiology and Genetics, NIH, NCI, Rockville, Maryland
| | - Ahmed N. Dehal
- Department of Clinical Science, Kaiser Permanente Bernard J Tyson School of Medicine, Panorama City, California
| | - Thomas Rohan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Howard Strickler
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Jessica Petrick
- Slone Epidemiology Center at Boston University, Boston, Massachusetts
| | - Marc Gunter
- Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC), Lyon, France
| | - Xuehong Zhang
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | | | - Michael Pollak
- Depsartment of Medicine and Oncology, McGill University, Montreal, Quebec, Canada
| | - Alpa V. Patel
- Population Science Department, American Cancer Society (ACS), Atlanta, Georgia
| | - Susan M. Gapstur
- Population Science Department, American Cancer Society (ACS), Atlanta, Georgia
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Rivera-Andrade A, Petrick JL, Alvarez CS, Graubard BI, Florio AA, Kroker-Lobos MF, Parisi D, Freedman ND, Lazo M, Guallar E, Groopman JD, Ramirez-Zea M, McGlynn KA. Letter: association of circulating bile acid concentrations and non-alcoholic fatty liver disease-authors' reply. Aliment Pharmacol Ther 2022; 56:374-375. [PMID: 35748838 DOI: 10.1111/apt.17059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
Affiliation(s)
- Alvaro Rivera-Andrade
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Jessica L Petrick
- Slone Epidemiology Center, Boston University, Boston, Massachusetts, USA
| | - Christian S Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Barry I Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Andrea A Florio
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA.,Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, USA
| | - Maria F Kroker-Lobos
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | | | - Neal D Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Mariana Lazo
- Department of General Internal Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.,Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Eliseo Guallar
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - John D Groopman
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA.,Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Manuel Ramirez-Zea
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
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Rivera-Andrade A, Petrick JL, Alvarez CS, Graubard BI, Florio AA, Kroker-Lobos MF, Parisi D, Freedman ND, Lazo M, Guallar E, Groopman JD, Ramirez-Zea M, McGlynn KA. Editorial: higher levels of certain serum bile acids in non-alcoholic fatty liver disease-new insights from Guatemala.Authors' reply. Aliment Pharmacol Ther 2022; 56:361-362. [PMID: 35748846 DOI: 10.1111/apt.17061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
Affiliation(s)
- Alvaro Rivera-Andrade
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Jessica L Petrick
- Slone Epidemiology Center, Boston University, Boston, Massachusetts, USA
| | - Christian S Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Barry I Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Andrea A Florio
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA.,Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, USA
| | - Maria F Kroker-Lobos
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | | | - Neal D Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Mariana Lazo
- Department of General Internal Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.,Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Eliseo Guallar
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - John D Groopman
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA.,Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Manuel Ramirez-Zea
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
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Jones GS, Graubard BI, Ramirez Y, Liao LM, Huang WY, Alvarez CS, Yang W, Zhang X, Petrick JL, McGlynn KA. Sweetened beverage consumption and risk of liver cancer by diabetes status: A pooled analysis. Cancer Epidemiol 2022; 79:102201. [PMID: 35728406 DOI: 10.1016/j.canep.2022.102201] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 06/07/2022] [Accepted: 06/09/2022] [Indexed: 11/02/2022]
Abstract
BACKGROUND Consumption of sweetened beverages has been linked to several risk factors for liver cancer including diabetes. Studies investigating the role of sweetened beverage consumption and liver cancer, however, are limited. As persons with diabetes are advised against consumption of sugar, the objective of this study was to examine the role of sweetened beverage consumption and liver cancer risk by diabetes status. METHODS Data from two U.S. cohorts: the NIH-AARP Diet and Health Study, and the Prostate, Lung, Colorectal and Ovarian Cancer Screening Trial were harmonized and pooled. Hazard ratios and 95%CI were estimated using Cox proportional hazard models stratified by median follow-up time. RESULTS Among persons without diabetes, there were no statistical evidence of associations between liver cancer and consumption of sweetened beverages overall, sugar sweetened beverages (SSB), or artificially sweetened beverages (ASB). Sugar sweetened (SS) soda consumption, however, was associated with liver cancer in the first follow-up interval (HR:1.18. 95%CI: 1.03, 1.35). In contrast, among persons with diabetes, there were significant associations between liver cancer and consumption of sweetened beverages overall (HR: 1.12, 95%CI 1.01, 1.24), ASBs (HR: 1.13, 95% CI: 1.02, 1.25), soda overall (HR: 1.13, 95% CI: 1.00, 1.26) and artificially sweetened (AS) soda (HR: 1.13, 95% CI: 1.01, 1.27) in the first follow-up interval. CONCLUSIONS Increased soda consumption may be associated with risk of liver cancer. The results suggest that decreasing consumption of SS soda by persons without diabetes, and AS soda by persons with diabetes, could be associated with reduced liver cancer risk.
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Affiliation(s)
- Gieira S Jones
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA.
| | - Barry I Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Yesenia Ramirez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Linda M Liao
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Wen-Yi Huang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Christian S Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Wanshui Yang
- Channing Division of Network Medicine, Department of Medicine Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA; Department of Nutrition, School of Public Heath, Anhui Medical University, Hefei, China
| | - Xuehong Zhang
- Channing Division of Network Medicine, Department of Medicine Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA; Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | | | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
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Zhao L, Jin L, Petrick JL, Wang F, Li T, Zeng H, Smith-Warner SA, Eliassen AH, Zhang FF, Campbell PT, Giovannucci E, Liao LM, Steck SE, McGlynn KA, Zhang X. Abstract 730: Fruit and vegetable consumption and risk of liver cancer and liver disease mortality: A prospective cohort study. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-730] [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: In the US, liver cancer incidence has been tripled since the 1980s. Beyond alcohol and coffee, the relationship between other dietary factors and liver cancer remains poorly understood. One objective of this study is to comprehensively evaluate the relationship between overall and specific botanical groups of fruit and vegetable intake with liver cancer risk. Although liver disease mortality is the 11th leading cause of death in the US, its relationship with diet remains unclear. We also aimed to evaluate the association between fruit and vegetable intake and liver disease mortality.
Methods: The study was conducted in the US NIH-AARP Diet and Health Study with 470,653 participants aged 50-71 years in 1995-1996. Fruits (14 items plus fruit juice) and vegetables (23 items without white potatoes included) were estimated using a validated Food Frequency Questionnaire. Cox proportional hazards regression modeling was used to estimate the multivariable hazard ratios (HR) and 95% confidence intervals (95% CI) for liver cancer incidence and liver disease mortality. We adjusted a priori for potential confounders including age, sex, education, race, alcohol intake, body mass index, smoking, total energy intake, physical activity, diabetes, and aspirin use.
Results: During a median follow-up of 15.5 years, 899 incident liver cancers and 934 chronic liver disease deaths occurred. Higher intake of total vegetables was associated with a lower risk of liver cancer (HRQuintile 5 vs Quintile 1=0.66, 95%CI=0.53-0.82, Ptrend<0.01). When further subclassified into botanical groups, the observed inverse association was mainly driven by Cruciferae (broccoli, cauliflower, cabbage, et. al., HRQ5 vs Q1=0.64, 95%CI=0.52-0.79, Ptrend<0.01), Compositae (lettuce, HRQ5 vs Q1=0.67, 95%CI=0.54-0.83, Ptrend<0.01), Leguminosae (dried beans, string beans and peas, HRQ5 vs Q1=0.77, 95%CI=0.62-0.94, Ptrend=0.01), and Umbelliferae (carrots, HRQ5 vs Q1=0.77, 95%CI=0.62-0.95, Ptrend=0.01). Additionally, higher total vegetable intake was associated with a lower risk of liver disease mortality (HRQ5 vs Q1=0.60, 95%CI=0.49-0.74, Ptrend<0.01). Inverse associations were observed for lettuce, cruciferous vegetables, legumes, and carrots and liver disease mortality (all Ptrend<0.01). In contrast, total fruit intake was not associated with liver cancer (HRQ5 vs Q1=0.96, 95%CI=0.77-1.19, Ptrend=0.29) or liver disease mortality (HRQ5 vs Q1=1.07, 95%CI=0.87-1.32, Ptrend=0.71).
Conclusions: Based on a large prospective US cohort study, higher intakes of total vegetables, and especially lettuce, cruciferous vegetables, legumes, and carrots, were associated with lower liver cancer incidence and liver disease mortality.
Citation Format: Longgang Zhao, Lina Jin, Jessica L. Petrick, Fenglei Wang, Tang Li, Hongmei Zeng, Stephanie A. Smith-Warner, A. Heather Eliassen, Fang Fang Zhang, Peter T. Campbell, Edward Giovannucci, Linda M. Liao, Susan E. Steck, Katherine A. McGlynn, Xuehong Zhang. Fruit and vegetable consumption and risk of liver cancer and liver disease mortality: A prospective cohort study [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 730.
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Affiliation(s)
| | - Lina Jin
- 2Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
| | | | - Fenglei Wang
- 4Harvard T.H. Chan School of Public Health, Columbia, MA
| | - Tang Li
- 5Roswell Park Comprehensive Cancer Center, Buffalo, NY
| | - Hongmei Zeng
- 4Harvard T.H. Chan School of Public Health, Columbia, MA
| | | | | | | | | | | | | | | | | | - Xuehong Zhang
- 2Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
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Bytnar JA, McGlynn KA, Shriver CD, Zhu K. Abstract 20: Cancer incidence in the U.S. military: An updated analysis. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-20] [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: Active duty military service members and the general US population differ in several ways related to cancer occurrence. This study aimed to update and expand our previous study which compared incidence of six cancers between the U.S. military and general populations.
Methods: Cancers included in this study were pathologically confirmed malignant lung, colorectal, testicular, prostate, cervical and breast tumors diagnosed 1990-2013. The study populations were men and women aged 20-59 in the US active duty military and the population in nine areas covered by the National Cancer Institute’s Surveillance, Epidemiology, and End Results (SEER) cancer registry program. Military data were from the Department of Defense’s Automated Central Tumor Registry (ACTUR) and Defense Manpower Data Center. Age adjusted rates in ACTUR and SEER and incidence rate ratios (IRR) and 95% confidence intervals (95% CI) comparing ACTUR to SEER were calculated. Comparisons were made by sex, race, and cancer stage.
Results: Age adjusted incidence rates of colorectal cancer were significantly lower in ACTUR than SEER among White (IRR 0.78; 95% CI 0.72-0.84) and Black men (IRR 0.86; 95% CI 0.74-1.00), respectively. Lung cancer incidence was lower in ACTUR than SEER among White (IRR 0.55; 95% CI 0.49-0.62) and Black men (IRR 0.34; 95% CI 0.26-0.42) and White women (IRR 0.74; 95% CI 0.53-0.98). Whites in ACTUR had significantly lower incidence of testicular cancer (IRR 0.92; 95% CI 0.88-0.96). Lower incidence of cervical cancer in ACTUR was observed among both Whites (IRR 0.82; 95% CI 0.69-0.97) and Blacks (IRR 0.39; 95% CI 0.27-0.54). Incidence of prostate cancer was higher in ACTUR than SEER among both Whites (IRR 2.31; 95% CI 2.18-2.45) and Blacks (IRR 2.35; 95% CI 2.13-2.58). Results by tumor stage showed similar results between the ACTUR and SEER populations for regional and distant tumors, while no differences between the two were observed for localized tumors, except in the case of prostate cancer. Incidence of localized and regional prostate tumors was higher in ACTUR than SEER, while there was no significant difference in distant tumors.
Conclusion: Active duty service members had lower age adjusted incidence rates of colorectal, lung, testicular, and cervical cancers, but higher rates of prostate cancer than the general US population. While these findings may result from the combined effects of many factors, the lower incidence in the military may be associated with healthier status of service members. In addition, universal health care for active duty military may lead to earlier diagnosis of some tumors, such as prostate cancer, in the military.
Disclaimer: The contents of this publication are the sole responsibility of the authors and do not necessarily reflect the views, opinions or policies of USUHS, HJF, the DoD or the Departments of the Army, Navy or Air Force. Mention of trade names, commercial products or organizations does not imply endorsement by the US Government.
Citation Format: Julie A. Bytnar, Katherine A. McGlynn, Craig D. Shriver, Kangmin Zhu. Cancer incidence in the U.S. military: An updated analysis [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 20.
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Affiliation(s)
- Julie A. Bytnar
- 1Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD
| | | | - Craig D. Shriver
- 1Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Kangmin Zhu
- 1Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD
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Lazo M, Xie J, Alvarez CS, Parisi D, Yang S, Rivera-Andrade A, Kroker-Lobos MF, Groopman JD, Guallar E, Ramirez-Zea M, Arking DE, McGlynn KA. Frequency of the PNPLA3 rs738409 polymorphism and other genetic loci for liver disease in a Guatemalan adult population. Liver Int 2022; 42:1470-1474. [PMID: 35365950 PMCID: PMC9241623 DOI: 10.1111/liv.15268] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Accepted: 03/31/2022] [Indexed: 02/13/2023]
Affiliation(s)
- Mariana Lazo
- Department of Community Health and Prevention, Drexel Dornsife School of Public Health, Philadelphia, PA, 19104, USA,Urban Health Collaborative, Drexel Dornsife School of Public Health, Philadelphia, PA,Division of General Internal Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Jiaqi Xie
- Department of Genetic Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Christian S. Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD 20850, USA
| | | | - Stephanie Yang
- Department of Genetic Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Alvaro Rivera-Andrade
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Maria F. Kroker-Lobos
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - John D. Groopman
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205
| | - Eliseo Guallar
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205
| | - Manuel Ramirez-Zea
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Dan E. Arking
- Department of Genetic Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD 20850, USA
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Álvarez CS, Espinosa-Tamez P, López-Ridaura R, Lamadrid-Figueroa H, Melchor-Ruan J, McGlynn KA, Lajous M. Liver cancer mortality in Mexico: trend analysis from 1998 to 2018. Salud Publica Mex 2022; 64:14-25. [DOI: 10.21149/12518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 08/27/2021] [Indexed: 11/06/2022] Open
Abstract
Objective. To examine overall, sex, and state-specific liver cancer mortality trends in Mexico. Materials and methods. Joinpoint regression was used to examine the trends in age-standardized mortality rates of liver cancer between 1998-2018. Estimated annual percent change with 95% confidence intervals (95%CI) were computed. Age-period-cohort models were used to assess the effects of age, calendar year, and birth cohort. Results. The state-specific mortality rates ranged from 3.34 (Aguascalientes) to 7.96 (Chiapas) per 100 000 person-years. Sex-specific rates were roughly equal, nationwide. Overall, we observed a statistically significant decrease in liver cancer mortality rates between 1998-2018 (annual percent change, -0.8%; 95%CI -1.0, -0.6). The overall age-period-cohort models suggest that birth cohort may be the most important factor driving the trends. Conclusions. While there was overall decline in liver cancer mortality, differences in rates by region were observed. The regional differences may inform future studies of liver cancer etiology across the country.
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Lino-Silva LS, Lajous M, Brochier M, Santiago-Ruiz L, Melchor-Ruan J, Xie Y, Wang M, Wu D, Higson H, Jones K, Romero-Martínez M, Villalpando S, Mohar A, Smith JW, Alvarez CS, McGlynn KA, Dean M, Groopman J. Aflatoxin levels and prevalence of TP53 aflatoxin-mutations in hepatocellular carcinomas in Mexico. Salud Publica Mex 2022; 64:35-40. [DOI: 10.21149/13189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Accepted: 11/25/2021] [Indexed: 11/06/2022] Open
Abstract
Objective. To determine the exposure to aflatoxin B1 (AFB1) in southern Mexico and the presence of the aflatoxin signature mutation in hepatocellular carcinoma (HCC) tissue from patients from a cancer referral center. Materials and methods. We estimated the prevalence and distribution of AFB1 in a representative sample of 100 women and men from Chiapas using the National Health and Nutrition Survey 2018-19. We also examined the presence of the aflatoxin signature mutation in codon 249 (R249S), and other relevant mutations of the TP53 gene in HCC tissue blocks from 24 women and 26 men treated in a national cancer referral center. Results. The prevalence of AFB1 in serum samples was 85.5% (95%CI 72.1-93.1) and the median AFB1 was 0.117 pg/μL (IQR, 0.050–0.350). We detected TP53 R249S in three of the 50 HCCs (6.0%) and observed four other G>T transversions potentially induced by AFB1. Conclusion. Our analysis provides evidence that AFB1 may have a relevant role on HCC etiology in Mexico.
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Smith JW, Ng DK, Alvarez CS, Egner PA, Burke SM, Chen JG, Kensler TW, Koshiol J, Rivera-Andrade A, Kroker-Lobos MF, Ramírez-Zea M, McGlynn KA, Groopman JD. Assessing the Validity of Normalizing Aflatoxin B1-Lysine Albumin Adduct Biomarker Measurements to Total Serum Albumin Concentration across Multiple Human Population Studies. Toxins (Basel) 2022; 14:toxins14030162. [PMID: 35324659 PMCID: PMC8954427 DOI: 10.3390/toxins14030162] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [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: 01/14/2022] [Revised: 02/14/2022] [Accepted: 02/15/2022] [Indexed: 01/12/2023] Open
Abstract
The assessment of aflatoxin B1 (AFB1) exposure using isotope-dilution liquid chromatography-mass spectrometry (LCMS) of AFB1-lysine adducts in human serum albumin (HSA) has proven to be a highly productive strategy for the biomonitoring of AFB1 exposure. To compare samples across different individuals and settings, the conventional practice has involved the normalization of raw AFB1-lysine adduct concentrations (e.g., pg/mL serum or plasma) to the total circulating HSA concentration (e.g., pg/mg HSA). It is hypothesized that this practice corrects for technical error, between-person variance in HSA synthesis or AFB1 metabolism, and other factors. However, the validity of this hypothesis has been largely unexamined by empirical analysis. The objective of this work was to test the concept that HSA normalization of AFB1-lysine adduct concentrations effectively adjusts for biological and technical variance and improves AFB1 internal dose estimates. Using data from AFB1-lysine and HSA measurements in 763 subjects, in combination with regression and Monte Carlo simulation techniques, we found that HSA accounts for essentially none of the between-person variance in HSA-normalized (R2 = 0.04) or raw AFB1-lysine measurements (R2 = 0.0001), and that HSA normalization of AFB1-lysine levels with empirical HSA values does not reduce measurement error any better than does the use of simulated data (n = 20,000). These findings were robust across diverse populations (Guatemala, China, Chile), AFB1 exposures (105 range), HSA assays (dye-binding and immunoassay), and disease states (healthy, gallstones, and gallbladder cancer). HSA normalization results in arithmetic transformation with the addition of technical error from the measurement of HSA. Combined with the added analysis time, cost, and sample consumption, these results suggest that it may be prudent to abandon the practice of normalizing adducts to HSA concentration when measuring any HSA adducts—not only AFB1-lys adducts—when using LCMS in serum/plasma.
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Affiliation(s)
- Joshua W. Smith
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA; (J.W.S.); (P.A.E.); (S.M.B.); (T.W.K.)
| | - Derek K. Ng
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA;
| | - Christian S. Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD 20850, USA; (C.S.A.); (J.K.); (K.A.M.)
| | - Patricia A. Egner
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA; (J.W.S.); (P.A.E.); (S.M.B.); (T.W.K.)
| | - Sean M. Burke
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA; (J.W.S.); (P.A.E.); (S.M.B.); (T.W.K.)
| | - Jian-Guo Chen
- Department of Epidemiology, Qidong Liver Cancer Institute, Qidong 226200, China;
| | - Thomas W. Kensler
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA; (J.W.S.); (P.A.E.); (S.M.B.); (T.W.K.)
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Jill Koshiol
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD 20850, USA; (C.S.A.); (J.K.); (K.A.M.)
| | - Alvaro Rivera-Andrade
- Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City 1188, Guatemala; (A.R.-A.); (M.F.K.-L.); (M.R.-Z.)
| | - María F. Kroker-Lobos
- Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City 1188, Guatemala; (A.R.-A.); (M.F.K.-L.); (M.R.-Z.)
| | - Manuel Ramírez-Zea
- Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City 1188, Guatemala; (A.R.-A.); (M.F.K.-L.); (M.R.-Z.)
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD 20850, USA; (C.S.A.); (J.K.); (K.A.M.)
| | - John D. Groopman
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA; (J.W.S.); (P.A.E.); (S.M.B.); (T.W.K.)
- Correspondence:
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Alvarez CS, Rivera‐Andrade A, Kroker‐Lobos MF, Florio AA, Smith JW, Egner PA, Freedman ND, Lazo M, Guallar E, Dean M, Graubard BI, Ramírez‐Zea M, McGlynn KA, Groopman JD. Associations between aflatoxin
B
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‐albumin adduct levels with metabolic conditions in Guatemala: A cross‐sectional study. Health Sci Rep 2022; 5:e495. [PMID: 35229049 PMCID: PMC8865065 DOI: 10.1002/hsr2.495] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 11/19/2021] [Accepted: 12/07/2021] [Indexed: 12/30/2022] Open
Abstract
Background and Aims Metabolic conditions such as obesity, type 2 diabetes, metabolic syndrome, and nonalcoholic fatty liver disease (NAFLD) are highly prevalent in Guatemala and increase the risk for a number of disorders, including hepatocellular carcinoma (HCC). Aflatoxin B1 (AFB1) levels are also notably elevated in the population and are known to be associated with HCC risk. Whether AFB1 also contributes to the high prevalence of the metabolic disorders has not been previously examined. Therefore, the purpose of this study was to assess the association between AFB1 and the metabolic conditions. Methods Four‐hundred twenty‐three individuals were included in the study, in which AFB1‐albumin adduct levels were measured in sera. Metabolic conditions included diabetes, obesity, central obesity, metabolic syndrome, and NAFLD. Crude and adjusted prevalence odds ratios (PORs) and 95% confidence intervals (95% CI) were estimated for the associations between the metabolic conditions and AFB1‐albumin adduct levels categorized into quartiles. Results The study found a significant association between AFB1‐albumin adduct levels and diabetes (Q4 vs Q1 POR = 3.74, 95%CI: 1.71‐8.19; P‐trend .003). No associations were observed between AFB1‐albumin adduct levels and the other conditions. Conclusions As diabetes is the metabolic condition most consistently linked to HCC, the possible association between AFB1 exposure and diabetes may be of public health importance. Further studies are warranted to replicate the findings and examine potential mechanisms.
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Affiliation(s)
- Christian S. Alvarez
- Division of Cancer Epidemiology and Genetics National Cancer Institute Rockville Maryland USA
| | - Alvaro Rivera‐Andrade
- INCAP Research Center for the Prevention of Chronic Diseases Institute of Nutrition of Central America and Panama Guatemala City Guatemala
| | - María F. Kroker‐Lobos
- INCAP Research Center for the Prevention of Chronic Diseases Institute of Nutrition of Central America and Panama Guatemala City Guatemala
| | - Andrea A. Florio
- Division of Cancer Epidemiology and Genetics National Cancer Institute Rockville Maryland USA
- Department of Nutrition, Harvard TH Chan School of Public Health Harvard University Boston Massachusetts USA
| | - Joshua W. Smith
- Department of Environmental Health and Engineering, Bloomberg School of Public Health Johns Hopkins University Baltimore Maryland USA
| | - Patricia A. Egner
- Department of Environmental Health and Engineering, Bloomberg School of Public Health Johns Hopkins University Baltimore Maryland USA
| | - Neal D. Freedman
- Division of Cancer Epidemiology and Genetics National Cancer Institute Rockville Maryland USA
| | - Mariana Lazo
- Division of General Internal Medicine, School of Medicine Johns Hopkins University Baltimore Maryland USA
- Urban Health Collaborative, Dornsife School of Public Health Drexel University Philadelphia Pennsylvania USA
| | - Eliseo Guallar
- Department of Epidemiology, Bloomberg School of Public Health Johns Hopkins University Baltimore Maryland USA
| | - Michael Dean
- Division of Cancer Epidemiology and Genetics National Cancer Institute Rockville Maryland USA
| | - Barry I. Graubard
- Division of Cancer Epidemiology and Genetics National Cancer Institute Rockville Maryland USA
| | - Manuel Ramírez‐Zea
- INCAP Research Center for the Prevention of Chronic Diseases Institute of Nutrition of Central America and Panama Guatemala City Guatemala
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology and Genetics National Cancer Institute Rockville Maryland USA
| | - John D. Groopman
- Department of Environmental Health and Engineering, Bloomberg School of Public Health Johns Hopkins University Baltimore Maryland USA
- Department of Epidemiology, Bloomberg School of Public Health Johns Hopkins University Baltimore Maryland USA
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Jones GS, Alvarez CS, Graubard BI, McGlynn KA. Agreement Between the Prevalence of Nonalcoholic Fatty Liver Disease Determined by Transient Elastography and Fatty Liver Indices. Clin Gastroenterol Hepatol 2022; 20:227-229.e2. [PMID: 33227430 PMCID: PMC8529633 DOI: 10.1016/j.cgh.2020.11.028] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 11/11/2020] [Accepted: 11/16/2020] [Indexed: 02/07/2023]
Abstract
Nonalcoholic fatty liver disease (NAFLD) is a global public health problem linked to the rising prevalence of obesity and metabolic disorders.1 Accurate estimates of NAFLD in populations are challenging because the gold standard for detection is liver biopsy, an invasive procedure that precludes its use in research settings.2 NAFLD can also be detected via noninvasive imaging, such as ultrasound, magnetic resonance imaging-determined proton density fat fraction, magnetic resonance spectroscopy, and the controlled attenuation parameter derived via transient elastography (CAP-TE).2 Given the complexities of imaging in population studies, however, many estimates have been based on calculated indices, such as the Fatty Liver Index (FLI)3 and the Hepatic Steatosis Index (HSI).4 Concern has been raised that the indices underestimate the prevalence of NAFLD,5 thus downplaying the scope of the public health challenge. Ability to examine whether these concerns are substantive has been provided by a recent study of the US population. Using data from the study, it was reported that the US prevalence of CAP-TE-determined NAFLD was 47.8%.6 The current analysis used data from the same national study to examine how well the fatty liver indices corresponded to CAP-TE-determined NAFLD. Because most persons with NAFLD reportedly have elevated alanine aminotransferase (ALT) levels,7 the correspondence between elevated ALT and CAP-TE was also examined.
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Affiliation(s)
- Gieira S Jones
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland
| | - Christian S Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland
| | - Barry I Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland.
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Swartz SJ, Morimoto LM, Whitehead TP, DeRouen MC, Ma X, Wang R, Wiemels JL, McGlynn KA, Gunier R, Metayer C. Proximity to endocrine-disrupting pesticides and risk of testicular germ cell tumors (TGCT) among adolescents: A population-based case-control study in California. Int J Hyg Environ Health 2021; 239:113881. [PMID: 34839102 DOI: 10.1016/j.ijheh.2021.113881] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 10/28/2021] [Accepted: 11/08/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND The incidence of testicular germ cell tumors (TGCT) is increasing steadily in the United States, particularly among Latinos. TGCT is thought to be initiated in utero and exposure to endocrine-disrupting chemicals, suspected contributors to TGCT pathogenesis, during this critical developmental period may contribute to the rise. OBJECTIVES To assess the relationship between fetal exposure to agricultural endocrine-disrupting pesticides (EDPs) and TGCT risk among adolescents in a diverse population in California. METHODS We conducted a registry-based case-control study of TGCT. Cases, diagnosed between 1997 and 2011, were 15-19 years of age (n = 381). Controls were matched on birth year and race/ethnicity (n = 762). Quantities (kilograms) of 33 pesticides applied within 3 km and 1 km radii of each individual's address before birth were estimated using the Pesticide Use Reporting database. Odds ratios (OR), 95% confidence intervals (CI), and population attributable risk (PAR) were calculated for each EDP (using log-2 transformed values). Risk models considered race/ethnicity, birth year, and neighborhood socioeconomic status. RESULTS A doubling of nearby acephate applications (3 km and 1 km radii) and malathion applications (1 km radius) was associated with increased risks of TGCT among Latinos only (OR = 1.09; 95% CI:1.01-1.17; 1.30; 95% CI:1.08-1.57, and 1.19; 95% CI:1.01-1.39, respectively), whereas application of carbaryl within a 3 km radius increased TGCT risk in non-Latinos only (OR = 1.14, 95% CI:1.01-1.28). We estimate that acephate was associated with approximately 10% of the TGCT PAR, malathion with 3% and carbaryl with 1%. CONCLUSIONS TGCT among adolescents in California was associated with prenatal residential proximity to acephate and malathion among Latinos, and with carbaryl among non-Latinos. These results suggest that the rise in TGCT risk among Latinos may be associated with exposure to these pesticides.
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Affiliation(s)
- Scott J Swartz
- Joint Medical Program, University of California, Berkeley/San Francisco, Berkeley, CA, USA; School of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Libby M Morimoto
- Division of Epidemiology, School of Public Health, University of California, Berkeley, CA, USA
| | - Todd P Whitehead
- Division of Epidemiology, School of Public Health, University of California, Berkeley, CA, USA
| | - Mindy C DeRouen
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA; Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA
| | - Xiaomei Ma
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, USA
| | - Rong Wang
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, USA
| | - Joseph L Wiemels
- Center for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Robert Gunier
- Division of Epidemiology, School of Public Health, University of California, Berkeley, CA, USA
| | - Catherine Metayer
- Division of Epidemiology, School of Public Health, University of California, Berkeley, CA, USA.
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Liu X, Yang W, Petrick JL, Liao LM, Wang W, He N, Campbell PT, Zhang ZF, Giovannucci E, McGlynn KA, Zhang X. Higher intake of whole grains and dietary fiber are associated with lower risk of liver cancer and chronic liver disease mortality. Nat Commun 2021; 12:6388. [PMID: 34737258 PMCID: PMC8568891 DOI: 10.1038/s41467-021-26448-9] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [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] [Received: 01/22/2021] [Accepted: 09/27/2021] [Indexed: 01/01/2023] Open
Abstract
The relationship between dietary factors and liver disease remains poorly understood. This study evaluated the associations of whole grain and dietary fiber intake with liver cancer risk and chronic liver disease mortality. The National Institutes of Health–American Association of Retired Persons Diet and Health Study cohort recruited 485, 717 retired U.S. participants in 1995–1996. Follow-up through 2011 identified 940 incident liver cancer cases and 993 deaths from chronic liver disease. Compared with the lowest, the highest quintile of whole grain intake was associated with lower liver cancer risk (Hazard ratio [HR]Q5 vs. Q1 = 0.78, 95% confidence interval [CI]: 0.63–0.96) and chronic liver disease mortality (HRQ5 vs. Q1 = 0.44, 95% CI: 0.35–0.55) in multivariable Cox models. Dietary fiber was also associated with lower liver cancer risk (HRQ5 vs. Q1 = 0.69, 95% CI: 0.53–0.90) and chronic liver disease mortality (HRQ5 vs. Q1 = 0.37, 95% CI: 0.29–0.48). Fiber from vegetables, beans and grains showed potential protective effect. Here, we show that higher intake of whole grain and dietary fiber are associated with lower risk of liver cancer and liver disease mortality. Higher intake of dietary fiber and whole grains are associated with reduced risk of various diseases including some cancers. Here, the authors estimate reductions in liver cancer of 22% and 31% and chronic liver disease mortality of 56% and 63% associated with increased whole grain and dietary fiber intake, respectively.
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Affiliation(s)
- Xing Liu
- Department of Nutrition, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA.,Department of Epidemiology, School of Public Health, Fudan University, Shanghai, P.R. China
| | - Wanshui Yang
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.,Department of Nutrition, School of Public Health, Anhui Medical University, Hefei, Anhui, P.R. China
| | | | - Linda M Liao
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Weibing Wang
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, P.R. China
| | - Na He
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, P.R. China
| | - Peter T Campbell
- Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, GA, USA
| | - Zuo-Feng Zhang
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA, USA.,Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA, USA
| | - Edward Giovannucci
- Department of Nutrition, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA.,Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.,Department of Epidemiology, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Xuehong Zhang
- Department of Nutrition, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA. .,Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
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Lin J, Kamamia C, Brown DW, Shao S, McGlynn KA, Nations JA, Carter CA, Shriver CD, Zhu K. Comparative study of survival among small cell lung cancer patients in the U.S. military health system and those in the surveillance, epidemiology, and end results (SEER) program. Ann Epidemiol 2021; 64:132-139. [PMID: 34547444 DOI: 10.1016/j.annepidem.2021.09.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 05/28/2021] [Accepted: 09/14/2021] [Indexed: 11/17/2022]
Abstract
PURPOSE The U.S. military health system provides universal health care access to beneficiaries. However, whether the universal access has translated into improved patient outcome is unknown. We compared survival of small-cell lung cancer patients in the military health system with that in the U.S. general population. Stage and receipt of cancer treatment were also compared to see if they could contribute to survival difference. METHODS The data were obtained from The Department of Defense's Automated Central Tumor Registry (ACTUR) and the national Surveillance, Epidemiology, and End Results (SEER) program, respectively. ACTUR (N = 3040) and SEER patients (N = 12,160) were matched on age, sex, race and diagnosis year. Multivariable Cox regression model was used to compare all-cause mortality between ACTUR and SEER. Multivariable logistic regression was performed to compare cancer stage and treatment. RESULTS ACTUR patients exhibited significantly better survival than SEER counterparts (HR = 0.77, 95% CI= 0.71-0.83). ACTUR and SEER patients had similar stage, but ACTUR patients were more likely to receive radiation treatment (OR = 1.26, 95% CI = 1.12-1.42). The survival advantage of ACTUR patients remained across all tumor stages and radiation groups. CONCLUSIONS Survival of small-cell lung cancer patients with universal health care access had better survival than similar patients in the U.S. general population. Future studies are warranted to identify factors that may contribute to the improved survival.
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Affiliation(s)
- Jie Lin
- John P. Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences and Walter Reed National Military Medical Center, Bethesda, MD; Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD; Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD; Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD.
| | - Christine Kamamia
- John P. Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences and Walter Reed National Military Medical Center, Bethesda, MD; Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
| | - Derek W Brown
- John P. Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences and Walter Reed National Military Medical Center, Bethesda, MD; Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD; Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD
| | - Stephanie Shao
- John P. Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences and Walter Reed National Military Medical Center, Bethesda, MD; Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD
| | - Joel A Nations
- John P. Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences and Walter Reed National Military Medical Center, Bethesda, MD
| | - Corey A Carter
- John P. Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences and Walter Reed National Military Medical Center, Bethesda, MD
| | - Craig D Shriver
- John P. Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences and Walter Reed National Military Medical Center, Bethesda, MD; Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Kangmin Zhu
- John P. Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences and Walter Reed National Military Medical Center, Bethesda, MD; Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD; Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD; Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD.
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