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López-González ÁA, Martínez-Almoyna Rifá E, Paublini Oliveira H, Martorell Sánchez C, Tárraga López PJ, Ramírez-Manent JI. Association between sociodemographic variables, healthy habits and stress with diabesity. CLINICA E INVESTIGACION EN ARTERIOSCLEROSIS : PUBLICACION OFICIAL DE LA SOCIEDAD ESPANOLA DE ARTERIOSCLEROSIS 2025:500754. [PMID: 39824668 DOI: 10.1016/j.arteri.2024.500754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2024] [Revised: 12/18/2024] [Accepted: 12/20/2024] [Indexed: 01/20/2025]
Abstract
INTRODUCTION Diabesity is a pathological condition that combines obesity and type 2 diabetes in the same individual. Due to the current rise in both conditions, the prevalence of diabesity is increasing worldwide. Its etiology is known to be multifactorial; therefore, the aim of this study is to understand how diabesity is associated with various sociodemographic variables, healthy habits, and stress. MATERIALS AND METHODS A descriptive, cross-sectional study was conducted on 24,224 Spanish workers to evaluate the association between diabesity and various factors such as age, gender, socioeconomic status, smoking, alcohol consumption, physical activity, adherence to the Mediterranean diet, and stress. The criteria used to define diabesity included body mass index (BMI), body fat (BF), and visceral fat (VF). RESULTS All the aforementioned variables were found to be associated with diabesity. The highest odds ratios (OR) were observed for age, with values ranging from 5.57 (95% CI: 4.48-6.67) when BF was used as the diabesity criterion to 6.89 (95% CI: 5.60-8.19) when VF was the criterion. Similarly, elevated ORs were observed for male gender, with ORs of 6.77 (95% CI: 5.31-8.24) for VF and 3.34 (95% CI: 2.77-3.94) for BF. CONCLUSIONS In our study, the profile of a person at highest risk of diabesity is a man over 50 years old from a lower socioeconomic status, who is a smoker, regular alcohol consumer, sedentary, with low adherence to the Mediterranean diet, and experiencing high stress levels.
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Affiliation(s)
- Ángel Arturo López-González
- Grupo ADEMA-Salud, Instituto Universitario de Ciencias de la Salud (IUNICS), Islas Baleares, España; Facultad de Odontología, Escuela Universitaria ADEMA-UIB, Palma, Islas Baleares, España; Servicio de Salud de las Islas Baleares, Islas Baleares, España
| | - Emilio Martínez-Almoyna Rifá
- Grupo ADEMA-Salud, Instituto Universitario de Ciencias de la Salud (IUNICS), Islas Baleares, España; Facultad de Odontología, Escuela Universitaria ADEMA-UIB, Palma, Islas Baleares, España
| | - Hernán Paublini Oliveira
- Grupo ADEMA-Salud, Instituto Universitario de Ciencias de la Salud (IUNICS), Islas Baleares, España; Facultad de Odontología, Escuela Universitaria ADEMA-UIB, Palma, Islas Baleares, España
| | - Cristina Martorell Sánchez
- Grupo ADEMA-Salud, Instituto Universitario de Ciencias de la Salud (IUNICS), Islas Baleares, España; Facultad de Odontología, Escuela Universitaria ADEMA-UIB, Palma, Islas Baleares, España
| | - Pedro Juan Tárraga López
- Facultad de Medicina, Universidad de Castilla-La Mancha, Albacete, España; IDISCAM, Instituto de Investigación de Castilla-La Mancha, Toledo, España.
| | - José Ignacio Ramírez-Manent
- Grupo ADEMA-Salud, Instituto Universitario de Ciencias de la Salud (IUNICS), Islas Baleares, España; Servicio de Salud de las Islas Baleares, Islas Baleares, España; Facultad de Medicina, Universidad de las Islas Baleares, Palma, Islas Baleares, España
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Christakoudi S, Tsilidis KK, Muller DC, Freisling H, Weiderpass E, Overvad K, Söderberg S, Häggström C, Pischon T, Dahm CC, Zhang J, Tjønneland A, Halkjær J, MacDonald C, Boutron-Ruault MC, Mancini FR, Kühn T, Kaaks R, Schulze MB, Trichopoulou A, Karakatsani A, Peppa E, Masala G, Pala V, Panico S, Tumino R, Sacerdote C, Quirós JR, Agudo A, Sánchez MJ, Cirera L, Barricarte-Gurrea A, Amiano P, Memarian E, Sonestedt E, Bueno-de-Mesquita B, May AM, Khaw KT, Wareham NJ, Tong TYN, Huybrechts I, Noh H, Aglago EK, Ellingjord-Dale M, Ward HA, Aune D, Riboli E. A Body Shape Index (ABSI) achieves better mortality risk stratification than alternative indices of abdominal obesity: results from a large European cohort. Sci Rep 2020; 10:14541. [PMID: 32883969 PMCID: PMC7471961 DOI: 10.1038/s41598-020-71302-5] [Citation(s) in RCA: 116] [Impact Index Per Article: 23.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Accepted: 08/06/2020] [Indexed: 11/29/2022] Open
Abstract
Abdominal and general adiposity are independently associated with mortality, but there is no consensus on how best to assess abdominal adiposity. We compared the ability of alternative waist indices to complement body mass index (BMI) when assessing all-cause mortality. We used data from 352,985 participants in the European Prospective Investigation into Cancer and Nutrition (EPIC) and Cox proportional hazards models adjusted for other risk factors. During a mean follow-up of 16.1 years, 38,178 participants died. Combining in one model BMI and a strongly correlated waist index altered the association patterns with mortality, to a predominantly negative association for BMI and a stronger positive association for the waist index, while combining BMI with the uncorrelated A Body Shape Index (ABSI) preserved the association patterns. Sex-specific cohort-wide quartiles of waist indices correlated with BMI could not separate high-risk from low-risk individuals within underweight (BMI < 18.5 kg/m2) or obese (BMI ≥ 30 kg/m2) categories, while the highest quartile of ABSI separated 18-39% of the individuals within each BMI category, which had 22-55% higher risk of death. In conclusion, only a waist index independent of BMI by design, such as ABSI, complements BMI and enables efficient risk stratification, which could facilitate personalisation of screening, treatment and monitoring.
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Affiliation(s)
- Sofia Christakoudi
- Department of Epidemiology and Biostatistics, Imperial College London, Norfolk Place, St Mary's Campus, London, W2 1PG, UK.
- MRC Centre for Transplantation, King's College London, Great Maze Pond, London, SE1 9RT, UK.
| | - Konstantinos K Tsilidis
- Department of Epidemiology and Biostatistics, Imperial College London, Norfolk Place, St Mary's Campus, London, W2 1PG, UK
- Department of Hygiene and Epidemiology, School of Medicine, University of Ioannina, 45100, Ioannina, Greece
| | - David C Muller
- Department of Epidemiology and Biostatistics, Imperial College London, Norfolk Place, St Mary's Campus, London, W2 1PG, UK
| | - Heinz Freisling
- International Agency for Research on Cancer, World Health Organization, 150 Cours Albert Thomas, 69372, Lyon CEDEX 08, France
| | - Elisabete Weiderpass
- International Agency for Research on Cancer, World Health Organization, 150 Cours Albert Thomas, 69372, Lyon CEDEX 08, France
| | - Kim Overvad
- Department of Public Health, Aarhus University, DK-8000, Aarhus, Denmark
- Department of Cardiology, Aalborg University Hospital, DK-9000, Aalborg, Denmark
| | - Stefan Söderberg
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Christel Häggström
- Department of Biobank Research, Umeå University, Umeå, Sweden
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Tobias Pischon
- Max Delbrück Center for Molecular Medicine, 13125, Berlin, Germany
- Charité - Universitätsmedizin Berlin, Berlin, Germany
- Berlin Institute of Health (BIH), Berlin, Germany
| | - Christina C Dahm
- Department of Public Health, Aarhus University, DK-8000, Aarhus, Denmark
| | - Jie Zhang
- Department of Public Health, Aarhus University, DK-8000, Aarhus, Denmark
| | - Anne Tjønneland
- Danish Cancer Society Research Center, Strandboulevarden 49, DK-2100, Copenhagen Ø, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Jytte Halkjær
- Danish Cancer Society Research Center, Strandboulevarden 49, DK-2100, Copenhagen Ø, Denmark
| | - Conor MacDonald
- Centre de recherche en Epidemiologie et Sante des Populations (CESP), Fac. de médecine - Univ. Paris-Sud, Fac. de médecine - UVSQ, INSERM, Université Paris-Saclay, 94805, Villejuif, France
- Gustave Roussy, F-94805, Villejuif, France
| | - Marie-Christine Boutron-Ruault
- Centre de recherche en Epidemiologie et Sante des Populations (CESP), Fac. de médecine - Univ. Paris-Sud, Fac. de médecine - UVSQ, INSERM, Université Paris-Saclay, 94805, Villejuif, France
- Gustave Roussy, F-94805, Villejuif, France
| | - Francesca Romana Mancini
- Centre de recherche en Epidemiologie et Sante des Populations (CESP), Fac. de médecine - Univ. Paris-Sud, Fac. de médecine - UVSQ, INSERM, Université Paris-Saclay, 94805, Villejuif, France
- Gustave Roussy, F-94805, Villejuif, France
| | - Tilman Kühn
- German Cancer Research Center (DKFZ), Division of Cancer Epidemiology, Heidelberg, Germany
| | - Rudolf Kaaks
- German Cancer Research Center (DKFZ), Division of Cancer Epidemiology, Heidelberg, Germany
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- Institute of Nutritional Sciences, University of Potsdam, Nuthetal, Germany
| | | | - Anna Karakatsani
- Hellenic Health Foundation, Athens, Greece
- 2nd Pulmonary Medicine Department, School of Medicine, National and Kapodistrian University of Athens, "ATTIKON" University Hospital, Haidari, Greece
| | | | - Giovanna Masala
- Cancer Risk Factors and Life-Style Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network - ISPRO, Florence, Italy
| | - Valeria Pala
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Via Venezian, 1, 20133, Milan, Italy
| | - Salvatore Panico
- Dipartimento di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Department, Azienda Sanitaria Provinciale Ragusa (ASP), Ragusa, Italy
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital and Center for Cancer Prevention (CPO), Turin, Italy
| | | | - Antonio Agudo
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Maria-Jose Sánchez
- Andalusian School of Public Health (EASP), Granada, Spain
- Instituto de Investigación Biosanitaria de Granada ibs.GRANADA, Granada, Spain
- Universidad de Granada, Granada, Spain
- CIBER Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - Lluís Cirera
- CIBER Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB - Arrixaca, Murcia, Spain
- Department of Health and Social Sciences, University of Murcia, Murcia, Spain
| | - Aurelio Barricarte-Gurrea
- CIBER Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Navarra Public Health Institute, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA) Pamplona, Pamplona, Spain
| | - Pilar Amiano
- CIBER Epidemiology and Public Health (CIBERESP), Madrid, Spain
- Public Health Division of Gipuzkoa, BioDonostia Research Institute, San Sebastian, Spain
| | - Ensieh Memarian
- Dept. Clinical Sciences, Skane University Hospital, Lund University, 20502, Malmö, Sweden
| | - Emily Sonestedt
- Nutritional Epidemiology, Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
| | - Bas Bueno-de-Mesquita
- Department of Epidemiology and Biostatistics, Imperial College London, Norfolk Place, St Mary's Campus, London, W2 1PG, UK
- Department for Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), P.O. Box 1, 3720 BA, Bilthoven, The Netherlands
- Department of Gastroenterology and Hepatology, University Medical Centre, Utrecht, The Netherlands
- Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Pantai Valley, 50603, Kuala Lumpur, Malaysia
| | - Anne M May
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, STR 6.131, P.O. Box 85500, 3508 GA, Utrecht, The Netherlands
| | - Kay-Tee Khaw
- School of Clinical Medicine, Addenbrooke's Hospital, University of Cambridge, Cambridge, CB2 2QQ, UK
| | - Nicholas J Wareham
- MRC Epidemiology Unit, Institute of Metabolic Science, School of Clinical Medicine, University of Cambridge, Cambridge, CB2 0QQ, UK
| | - Tammy Y N Tong
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Inge Huybrechts
- International Agency for Research on Cancer, World Health Organization, 150 Cours Albert Thomas, 69372, Lyon CEDEX 08, France
| | - Hwayoung Noh
- International Agency for Research on Cancer, World Health Organization, 150 Cours Albert Thomas, 69372, Lyon CEDEX 08, France
| | - Elom K Aglago
- International Agency for Research on Cancer, World Health Organization, 150 Cours Albert Thomas, 69372, Lyon CEDEX 08, France
| | - Merete Ellingjord-Dale
- Department of Epidemiology and Biostatistics, Imperial College London, Norfolk Place, St Mary's Campus, London, W2 1PG, UK
| | - Heather A Ward
- Department of Epidemiology and Biostatistics, Imperial College London, Norfolk Place, St Mary's Campus, London, W2 1PG, UK
| | - Dagfinn Aune
- Department of Epidemiology and Biostatistics, Imperial College London, Norfolk Place, St Mary's Campus, London, W2 1PG, UK
- Department of Nutrition, Bjørknes University College, Oslo, Norway
- Department of Endocrinology, Morbid Obesity and Preventive Medicine, Oslo University Hospital, Oslo, Norway
| | - Elio Riboli
- Department of Epidemiology and Biostatistics, Imperial College London, Norfolk Place, St Mary's Campus, London, W2 1PG, UK
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