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Research
Open Access

Is the number of ideal cardiovascular health metrics in midlife associated with lower risk of cancer? Evidence from 3 European prospective cohorts

Thomas T. van Sloten, Rachel E.D. Climie, Omar Deraz, Marie-Cécile Périer, Eugenie Valentin, Aurore Fayosse, Séverine Sabia, Elisabete Weiderpass, Xavier Jouven, Marcel Goldberg, Marie Zins, Mathilde Touvier, Mélanie Deschasaux-Tanguy, Léopold Fezeu, Serge Hercberg, Archana Singh-Manoux and Jean-Philippe Empana
August 22, 2023 11 (4) E774-E781; DOI: https://doi.org/10.9778/cmajo.20220175
Thomas T. van Sloten
Paris Cardiovascular Research Center, Integrative Epidemiology of Cardiovascular Disease (Team 4), Institut national de la santé et de la recherche médicale, (INSERM) Unité Mixte de Recherche (UMR) S970 (van Sloten, Deraz, Périer, Valentin, Jouven, Empana), Université Paris Cité, Paris, France; Cardiovascular Research Institute Maastricht and Department of Internal Medicine (van Sloten), Maastricht University Medical Center, Maastricht, the Netherlands; Menzies Institute for Medical Research (Climie), University of Tasmania, Hobart, Australia; Baker Heart and Diabetes Institute (Climie), Melbourne, Australia; Centre for Research in Epidemiology and Statistics, INSERM, UMR 1153 (Fayosse, Sabia, Singh-Manoux), Université Paris Cité, Paris, France; Department of Epidemiology and Public Health (Sabia, Singh-Manoux), University College London, London, UK; International Agency for Research in Cancer (Weiderpass), Lyon, France; Population-based Cohorts Unit (Goldberg, Zins), INSERM, Unité Mixte de Service (UMS) 011, Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Paris, France; Sorbonne Paris Nord University (Touvier, Deschasaux-Tanguy, Fezeu, Hercberg), INSERM, UMR 1153, Institut national de la recherche agronomique (INRAE) U1125, National Conservatory of Arts and Crafts, Nutritional Epidemiology Research Team, Epidemiology and Statistics Research Center — University of Paris, Bobigny, France
MD PhD
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Rachel E.D. Climie
Paris Cardiovascular Research Center, Integrative Epidemiology of Cardiovascular Disease (Team 4), Institut national de la santé et de la recherche médicale, (INSERM) Unité Mixte de Recherche (UMR) S970 (van Sloten, Deraz, Périer, Valentin, Jouven, Empana), Université Paris Cité, Paris, France; Cardiovascular Research Institute Maastricht and Department of Internal Medicine (van Sloten), Maastricht University Medical Center, Maastricht, the Netherlands; Menzies Institute for Medical Research (Climie), University of Tasmania, Hobart, Australia; Baker Heart and Diabetes Institute (Climie), Melbourne, Australia; Centre for Research in Epidemiology and Statistics, INSERM, UMR 1153 (Fayosse, Sabia, Singh-Manoux), Université Paris Cité, Paris, France; Department of Epidemiology and Public Health (Sabia, Singh-Manoux), University College London, London, UK; International Agency for Research in Cancer (Weiderpass), Lyon, France; Population-based Cohorts Unit (Goldberg, Zins), INSERM, Unité Mixte de Service (UMS) 011, Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Paris, France; Sorbonne Paris Nord University (Touvier, Deschasaux-Tanguy, Fezeu, Hercberg), INSERM, UMR 1153, Institut national de la recherche agronomique (INRAE) U1125, National Conservatory of Arts and Crafts, Nutritional Epidemiology Research Team, Epidemiology and Statistics Research Center — University of Paris, Bobigny, France
PhD
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Omar Deraz
Paris Cardiovascular Research Center, Integrative Epidemiology of Cardiovascular Disease (Team 4), Institut national de la santé et de la recherche médicale, (INSERM) Unité Mixte de Recherche (UMR) S970 (van Sloten, Deraz, Périer, Valentin, Jouven, Empana), Université Paris Cité, Paris, France; Cardiovascular Research Institute Maastricht and Department of Internal Medicine (van Sloten), Maastricht University Medical Center, Maastricht, the Netherlands; Menzies Institute for Medical Research (Climie), University of Tasmania, Hobart, Australia; Baker Heart and Diabetes Institute (Climie), Melbourne, Australia; Centre for Research in Epidemiology and Statistics, INSERM, UMR 1153 (Fayosse, Sabia, Singh-Manoux), Université Paris Cité, Paris, France; Department of Epidemiology and Public Health (Sabia, Singh-Manoux), University College London, London, UK; International Agency for Research in Cancer (Weiderpass), Lyon, France; Population-based Cohorts Unit (Goldberg, Zins), INSERM, Unité Mixte de Service (UMS) 011, Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Paris, France; Sorbonne Paris Nord University (Touvier, Deschasaux-Tanguy, Fezeu, Hercberg), INSERM, UMR 1153, Institut national de la recherche agronomique (INRAE) U1125, National Conservatory of Arts and Crafts, Nutritional Epidemiology Research Team, Epidemiology and Statistics Research Center — University of Paris, Bobigny, France
DMD MPH
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Marie-Cécile Périer
Paris Cardiovascular Research Center, Integrative Epidemiology of Cardiovascular Disease (Team 4), Institut national de la santé et de la recherche médicale, (INSERM) Unité Mixte de Recherche (UMR) S970 (van Sloten, Deraz, Périer, Valentin, Jouven, Empana), Université Paris Cité, Paris, France; Cardiovascular Research Institute Maastricht and Department of Internal Medicine (van Sloten), Maastricht University Medical Center, Maastricht, the Netherlands; Menzies Institute for Medical Research (Climie), University of Tasmania, Hobart, Australia; Baker Heart and Diabetes Institute (Climie), Melbourne, Australia; Centre for Research in Epidemiology and Statistics, INSERM, UMR 1153 (Fayosse, Sabia, Singh-Manoux), Université Paris Cité, Paris, France; Department of Epidemiology and Public Health (Sabia, Singh-Manoux), University College London, London, UK; International Agency for Research in Cancer (Weiderpass), Lyon, France; Population-based Cohorts Unit (Goldberg, Zins), INSERM, Unité Mixte de Service (UMS) 011, Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Paris, France; Sorbonne Paris Nord University (Touvier, Deschasaux-Tanguy, Fezeu, Hercberg), INSERM, UMR 1153, Institut national de la recherche agronomique (INRAE) U1125, National Conservatory of Arts and Crafts, Nutritional Epidemiology Research Team, Epidemiology and Statistics Research Center — University of Paris, Bobigny, France
MSc
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Eugenie Valentin
Paris Cardiovascular Research Center, Integrative Epidemiology of Cardiovascular Disease (Team 4), Institut national de la santé et de la recherche médicale, (INSERM) Unité Mixte de Recherche (UMR) S970 (van Sloten, Deraz, Périer, Valentin, Jouven, Empana), Université Paris Cité, Paris, France; Cardiovascular Research Institute Maastricht and Department of Internal Medicine (van Sloten), Maastricht University Medical Center, Maastricht, the Netherlands; Menzies Institute for Medical Research (Climie), University of Tasmania, Hobart, Australia; Baker Heart and Diabetes Institute (Climie), Melbourne, Australia; Centre for Research in Epidemiology and Statistics, INSERM, UMR 1153 (Fayosse, Sabia, Singh-Manoux), Université Paris Cité, Paris, France; Department of Epidemiology and Public Health (Sabia, Singh-Manoux), University College London, London, UK; International Agency for Research in Cancer (Weiderpass), Lyon, France; Population-based Cohorts Unit (Goldberg, Zins), INSERM, Unité Mixte de Service (UMS) 011, Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Paris, France; Sorbonne Paris Nord University (Touvier, Deschasaux-Tanguy, Fezeu, Hercberg), INSERM, UMR 1153, Institut national de la recherche agronomique (INRAE) U1125, National Conservatory of Arts and Crafts, Nutritional Epidemiology Research Team, Epidemiology and Statistics Research Center — University of Paris, Bobigny, France
MSc
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Aurore Fayosse
Paris Cardiovascular Research Center, Integrative Epidemiology of Cardiovascular Disease (Team 4), Institut national de la santé et de la recherche médicale, (INSERM) Unité Mixte de Recherche (UMR) S970 (van Sloten, Deraz, Périer, Valentin, Jouven, Empana), Université Paris Cité, Paris, France; Cardiovascular Research Institute Maastricht and Department of Internal Medicine (van Sloten), Maastricht University Medical Center, Maastricht, the Netherlands; Menzies Institute for Medical Research (Climie), University of Tasmania, Hobart, Australia; Baker Heart and Diabetes Institute (Climie), Melbourne, Australia; Centre for Research in Epidemiology and Statistics, INSERM, UMR 1153 (Fayosse, Sabia, Singh-Manoux), Université Paris Cité, Paris, France; Department of Epidemiology and Public Health (Sabia, Singh-Manoux), University College London, London, UK; International Agency for Research in Cancer (Weiderpass), Lyon, France; Population-based Cohorts Unit (Goldberg, Zins), INSERM, Unité Mixte de Service (UMS) 011, Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Paris, France; Sorbonne Paris Nord University (Touvier, Deschasaux-Tanguy, Fezeu, Hercberg), INSERM, UMR 1153, Institut national de la recherche agronomique (INRAE) U1125, National Conservatory of Arts and Crafts, Nutritional Epidemiology Research Team, Epidemiology and Statistics Research Center — University of Paris, Bobigny, France
MSc
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Séverine Sabia
Paris Cardiovascular Research Center, Integrative Epidemiology of Cardiovascular Disease (Team 4), Institut national de la santé et de la recherche médicale, (INSERM) Unité Mixte de Recherche (UMR) S970 (van Sloten, Deraz, Périer, Valentin, Jouven, Empana), Université Paris Cité, Paris, France; Cardiovascular Research Institute Maastricht and Department of Internal Medicine (van Sloten), Maastricht University Medical Center, Maastricht, the Netherlands; Menzies Institute for Medical Research (Climie), University of Tasmania, Hobart, Australia; Baker Heart and Diabetes Institute (Climie), Melbourne, Australia; Centre for Research in Epidemiology and Statistics, INSERM, UMR 1153 (Fayosse, Sabia, Singh-Manoux), Université Paris Cité, Paris, France; Department of Epidemiology and Public Health (Sabia, Singh-Manoux), University College London, London, UK; International Agency for Research in Cancer (Weiderpass), Lyon, France; Population-based Cohorts Unit (Goldberg, Zins), INSERM, Unité Mixte de Service (UMS) 011, Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Paris, France; Sorbonne Paris Nord University (Touvier, Deschasaux-Tanguy, Fezeu, Hercberg), INSERM, UMR 1153, Institut national de la recherche agronomique (INRAE) U1125, National Conservatory of Arts and Crafts, Nutritional Epidemiology Research Team, Epidemiology and Statistics Research Center — University of Paris, Bobigny, France
PhD
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Elisabete Weiderpass
Paris Cardiovascular Research Center, Integrative Epidemiology of Cardiovascular Disease (Team 4), Institut national de la santé et de la recherche médicale, (INSERM) Unité Mixte de Recherche (UMR) S970 (van Sloten, Deraz, Périer, Valentin, Jouven, Empana), Université Paris Cité, Paris, France; Cardiovascular Research Institute Maastricht and Department of Internal Medicine (van Sloten), Maastricht University Medical Center, Maastricht, the Netherlands; Menzies Institute for Medical Research (Climie), University of Tasmania, Hobart, Australia; Baker Heart and Diabetes Institute (Climie), Melbourne, Australia; Centre for Research in Epidemiology and Statistics, INSERM, UMR 1153 (Fayosse, Sabia, Singh-Manoux), Université Paris Cité, Paris, France; Department of Epidemiology and Public Health (Sabia, Singh-Manoux), University College London, London, UK; International Agency for Research in Cancer (Weiderpass), Lyon, France; Population-based Cohorts Unit (Goldberg, Zins), INSERM, Unité Mixte de Service (UMS) 011, Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Paris, France; Sorbonne Paris Nord University (Touvier, Deschasaux-Tanguy, Fezeu, Hercberg), INSERM, UMR 1153, Institut national de la recherche agronomique (INRAE) U1125, National Conservatory of Arts and Crafts, Nutritional Epidemiology Research Team, Epidemiology and Statistics Research Center — University of Paris, Bobigny, France
MD PhD
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Xavier Jouven
Paris Cardiovascular Research Center, Integrative Epidemiology of Cardiovascular Disease (Team 4), Institut national de la santé et de la recherche médicale, (INSERM) Unité Mixte de Recherche (UMR) S970 (van Sloten, Deraz, Périer, Valentin, Jouven, Empana), Université Paris Cité, Paris, France; Cardiovascular Research Institute Maastricht and Department of Internal Medicine (van Sloten), Maastricht University Medical Center, Maastricht, the Netherlands; Menzies Institute for Medical Research (Climie), University of Tasmania, Hobart, Australia; Baker Heart and Diabetes Institute (Climie), Melbourne, Australia; Centre for Research in Epidemiology and Statistics, INSERM, UMR 1153 (Fayosse, Sabia, Singh-Manoux), Université Paris Cité, Paris, France; Department of Epidemiology and Public Health (Sabia, Singh-Manoux), University College London, London, UK; International Agency for Research in Cancer (Weiderpass), Lyon, France; Population-based Cohorts Unit (Goldberg, Zins), INSERM, Unité Mixte de Service (UMS) 011, Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Paris, France; Sorbonne Paris Nord University (Touvier, Deschasaux-Tanguy, Fezeu, Hercberg), INSERM, UMR 1153, Institut national de la recherche agronomique (INRAE) U1125, National Conservatory of Arts and Crafts, Nutritional Epidemiology Research Team, Epidemiology and Statistics Research Center — University of Paris, Bobigny, France
MD PhD
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Marcel Goldberg
Paris Cardiovascular Research Center, Integrative Epidemiology of Cardiovascular Disease (Team 4), Institut national de la santé et de la recherche médicale, (INSERM) Unité Mixte de Recherche (UMR) S970 (van Sloten, Deraz, Périer, Valentin, Jouven, Empana), Université Paris Cité, Paris, France; Cardiovascular Research Institute Maastricht and Department of Internal Medicine (van Sloten), Maastricht University Medical Center, Maastricht, the Netherlands; Menzies Institute for Medical Research (Climie), University of Tasmania, Hobart, Australia; Baker Heart and Diabetes Institute (Climie), Melbourne, Australia; Centre for Research in Epidemiology and Statistics, INSERM, UMR 1153 (Fayosse, Sabia, Singh-Manoux), Université Paris Cité, Paris, France; Department of Epidemiology and Public Health (Sabia, Singh-Manoux), University College London, London, UK; International Agency for Research in Cancer (Weiderpass), Lyon, France; Population-based Cohorts Unit (Goldberg, Zins), INSERM, Unité Mixte de Service (UMS) 011, Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Paris, France; Sorbonne Paris Nord University (Touvier, Deschasaux-Tanguy, Fezeu, Hercberg), INSERM, UMR 1153, Institut national de la recherche agronomique (INRAE) U1125, National Conservatory of Arts and Crafts, Nutritional Epidemiology Research Team, Epidemiology and Statistics Research Center — University of Paris, Bobigny, France
MD PhD
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Marie Zins
Paris Cardiovascular Research Center, Integrative Epidemiology of Cardiovascular Disease (Team 4), Institut national de la santé et de la recherche médicale, (INSERM) Unité Mixte de Recherche (UMR) S970 (van Sloten, Deraz, Périer, Valentin, Jouven, Empana), Université Paris Cité, Paris, France; Cardiovascular Research Institute Maastricht and Department of Internal Medicine (van Sloten), Maastricht University Medical Center, Maastricht, the Netherlands; Menzies Institute for Medical Research (Climie), University of Tasmania, Hobart, Australia; Baker Heart and Diabetes Institute (Climie), Melbourne, Australia; Centre for Research in Epidemiology and Statistics, INSERM, UMR 1153 (Fayosse, Sabia, Singh-Manoux), Université Paris Cité, Paris, France; Department of Epidemiology and Public Health (Sabia, Singh-Manoux), University College London, London, UK; International Agency for Research in Cancer (Weiderpass), Lyon, France; Population-based Cohorts Unit (Goldberg, Zins), INSERM, Unité Mixte de Service (UMS) 011, Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Paris, France; Sorbonne Paris Nord University (Touvier, Deschasaux-Tanguy, Fezeu, Hercberg), INSERM, UMR 1153, Institut national de la recherche agronomique (INRAE) U1125, National Conservatory of Arts and Crafts, Nutritional Epidemiology Research Team, Epidemiology and Statistics Research Center — University of Paris, Bobigny, France
MD PhD
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Mathilde Touvier
Paris Cardiovascular Research Center, Integrative Epidemiology of Cardiovascular Disease (Team 4), Institut national de la santé et de la recherche médicale, (INSERM) Unité Mixte de Recherche (UMR) S970 (van Sloten, Deraz, Périer, Valentin, Jouven, Empana), Université Paris Cité, Paris, France; Cardiovascular Research Institute Maastricht and Department of Internal Medicine (van Sloten), Maastricht University Medical Center, Maastricht, the Netherlands; Menzies Institute for Medical Research (Climie), University of Tasmania, Hobart, Australia; Baker Heart and Diabetes Institute (Climie), Melbourne, Australia; Centre for Research in Epidemiology and Statistics, INSERM, UMR 1153 (Fayosse, Sabia, Singh-Manoux), Université Paris Cité, Paris, France; Department of Epidemiology and Public Health (Sabia, Singh-Manoux), University College London, London, UK; International Agency for Research in Cancer (Weiderpass), Lyon, France; Population-based Cohorts Unit (Goldberg, Zins), INSERM, Unité Mixte de Service (UMS) 011, Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Paris, France; Sorbonne Paris Nord University (Touvier, Deschasaux-Tanguy, Fezeu, Hercberg), INSERM, UMR 1153, Institut national de la recherche agronomique (INRAE) U1125, National Conservatory of Arts and Crafts, Nutritional Epidemiology Research Team, Epidemiology and Statistics Research Center — University of Paris, Bobigny, France
PhD
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Mélanie Deschasaux-Tanguy
Paris Cardiovascular Research Center, Integrative Epidemiology of Cardiovascular Disease (Team 4), Institut national de la santé et de la recherche médicale, (INSERM) Unité Mixte de Recherche (UMR) S970 (van Sloten, Deraz, Périer, Valentin, Jouven, Empana), Université Paris Cité, Paris, France; Cardiovascular Research Institute Maastricht and Department of Internal Medicine (van Sloten), Maastricht University Medical Center, Maastricht, the Netherlands; Menzies Institute for Medical Research (Climie), University of Tasmania, Hobart, Australia; Baker Heart and Diabetes Institute (Climie), Melbourne, Australia; Centre for Research in Epidemiology and Statistics, INSERM, UMR 1153 (Fayosse, Sabia, Singh-Manoux), Université Paris Cité, Paris, France; Department of Epidemiology and Public Health (Sabia, Singh-Manoux), University College London, London, UK; International Agency for Research in Cancer (Weiderpass), Lyon, France; Population-based Cohorts Unit (Goldberg, Zins), INSERM, Unité Mixte de Service (UMS) 011, Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Paris, France; Sorbonne Paris Nord University (Touvier, Deschasaux-Tanguy, Fezeu, Hercberg), INSERM, UMR 1153, Institut national de la recherche agronomique (INRAE) U1125, National Conservatory of Arts and Crafts, Nutritional Epidemiology Research Team, Epidemiology and Statistics Research Center — University of Paris, Bobigny, France
PhD
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Léopold Fezeu
Paris Cardiovascular Research Center, Integrative Epidemiology of Cardiovascular Disease (Team 4), Institut national de la santé et de la recherche médicale, (INSERM) Unité Mixte de Recherche (UMR) S970 (van Sloten, Deraz, Périer, Valentin, Jouven, Empana), Université Paris Cité, Paris, France; Cardiovascular Research Institute Maastricht and Department of Internal Medicine (van Sloten), Maastricht University Medical Center, Maastricht, the Netherlands; Menzies Institute for Medical Research (Climie), University of Tasmania, Hobart, Australia; Baker Heart and Diabetes Institute (Climie), Melbourne, Australia; Centre for Research in Epidemiology and Statistics, INSERM, UMR 1153 (Fayosse, Sabia, Singh-Manoux), Université Paris Cité, Paris, France; Department of Epidemiology and Public Health (Sabia, Singh-Manoux), University College London, London, UK; International Agency for Research in Cancer (Weiderpass), Lyon, France; Population-based Cohorts Unit (Goldberg, Zins), INSERM, Unité Mixte de Service (UMS) 011, Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Paris, France; Sorbonne Paris Nord University (Touvier, Deschasaux-Tanguy, Fezeu, Hercberg), INSERM, UMR 1153, Institut national de la recherche agronomique (INRAE) U1125, National Conservatory of Arts and Crafts, Nutritional Epidemiology Research Team, Epidemiology and Statistics Research Center — University of Paris, Bobigny, France
MD PhD
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Serge Hercberg
Paris Cardiovascular Research Center, Integrative Epidemiology of Cardiovascular Disease (Team 4), Institut national de la santé et de la recherche médicale, (INSERM) Unité Mixte de Recherche (UMR) S970 (van Sloten, Deraz, Périer, Valentin, Jouven, Empana), Université Paris Cité, Paris, France; Cardiovascular Research Institute Maastricht and Department of Internal Medicine (van Sloten), Maastricht University Medical Center, Maastricht, the Netherlands; Menzies Institute for Medical Research (Climie), University of Tasmania, Hobart, Australia; Baker Heart and Diabetes Institute (Climie), Melbourne, Australia; Centre for Research in Epidemiology and Statistics, INSERM, UMR 1153 (Fayosse, Sabia, Singh-Manoux), Université Paris Cité, Paris, France; Department of Epidemiology and Public Health (Sabia, Singh-Manoux), University College London, London, UK; International Agency for Research in Cancer (Weiderpass), Lyon, France; Population-based Cohorts Unit (Goldberg, Zins), INSERM, Unité Mixte de Service (UMS) 011, Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Paris, France; Sorbonne Paris Nord University (Touvier, Deschasaux-Tanguy, Fezeu, Hercberg), INSERM, UMR 1153, Institut national de la recherche agronomique (INRAE) U1125, National Conservatory of Arts and Crafts, Nutritional Epidemiology Research Team, Epidemiology and Statistics Research Center — University of Paris, Bobigny, France
MD PhD
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Archana Singh-Manoux
Paris Cardiovascular Research Center, Integrative Epidemiology of Cardiovascular Disease (Team 4), Institut national de la santé et de la recherche médicale, (INSERM) Unité Mixte de Recherche (UMR) S970 (van Sloten, Deraz, Périer, Valentin, Jouven, Empana), Université Paris Cité, Paris, France; Cardiovascular Research Institute Maastricht and Department of Internal Medicine (van Sloten), Maastricht University Medical Center, Maastricht, the Netherlands; Menzies Institute for Medical Research (Climie), University of Tasmania, Hobart, Australia; Baker Heart and Diabetes Institute (Climie), Melbourne, Australia; Centre for Research in Epidemiology and Statistics, INSERM, UMR 1153 (Fayosse, Sabia, Singh-Manoux), Université Paris Cité, Paris, France; Department of Epidemiology and Public Health (Sabia, Singh-Manoux), University College London, London, UK; International Agency for Research in Cancer (Weiderpass), Lyon, France; Population-based Cohorts Unit (Goldberg, Zins), INSERM, Unité Mixte de Service (UMS) 011, Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Paris, France; Sorbonne Paris Nord University (Touvier, Deschasaux-Tanguy, Fezeu, Hercberg), INSERM, UMR 1153, Institut national de la recherche agronomique (INRAE) U1125, National Conservatory of Arts and Crafts, Nutritional Epidemiology Research Team, Epidemiology and Statistics Research Center — University of Paris, Bobigny, France
PhD
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Jean-Philippe Empana
Paris Cardiovascular Research Center, Integrative Epidemiology of Cardiovascular Disease (Team 4), Institut national de la santé et de la recherche médicale, (INSERM) Unité Mixte de Recherche (UMR) S970 (van Sloten, Deraz, Périer, Valentin, Jouven, Empana), Université Paris Cité, Paris, France; Cardiovascular Research Institute Maastricht and Department of Internal Medicine (van Sloten), Maastricht University Medical Center, Maastricht, the Netherlands; Menzies Institute for Medical Research (Climie), University of Tasmania, Hobart, Australia; Baker Heart and Diabetes Institute (Climie), Melbourne, Australia; Centre for Research in Epidemiology and Statistics, INSERM, UMR 1153 (Fayosse, Sabia, Singh-Manoux), Université Paris Cité, Paris, France; Department of Epidemiology and Public Health (Sabia, Singh-Manoux), University College London, London, UK; International Agency for Research in Cancer (Weiderpass), Lyon, France; Population-based Cohorts Unit (Goldberg, Zins), INSERM, Unité Mixte de Service (UMS) 011, Université Paris Cité, Paris Saclay University, Université de Versailles Saint-Quentin-en-Yvelines, Paris, France; Sorbonne Paris Nord University (Touvier, Deschasaux-Tanguy, Fezeu, Hercberg), INSERM, UMR 1153, Institut national de la recherche agronomique (INRAE) U1125, National Conservatory of Arts and Crafts, Nutritional Epidemiology Research Team, Epidemiology and Statistics Research Center — University of Paris, Bobigny, France
MD PhD
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  • Figure 1:
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    Figure 1:

    Hazard ratios (HRs) for incident cancer per 1 increment in ideal cardiovascular health metric. Hazard ratios and 95% confidence intervals (CIs) were estimated by Cox proportional hazards models stratified by year of birth (5-yr intervals) and using age as the timescale. Hazard ratios were adjusted for sex, marital/cohabitation status, education and occupation at baseline. In NutriNet-Santé, results were additionally adjusted for alcohol use and family history of cancer. In Whitehall II, results were additionally adjusted for alcohol use and race/ethnicity. The overall HR and CI was estimated using random-effects meta-analysis.

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    Figure 2:

    Hazard ratios (HRs) per 1 increment in ideal cardiovascular health metric for site-specific cancer — A) lung cancer, B) breast cancer, C) prostate cancer, D) colon cancer. Hazard ratios and 95% confidence intervals (CIs) were estimated by Cox proportional hazards models stratified by year of birth (5-yr intervals) and using age as the timescale. Hazards ratios were adjusted for sex, marital/cohabitation status, education and occupation at baseline. In NutriNet-Santé, results were additionally adjusted for alcohol use and family history of cancer. In Whitehall II, results were additionally adjusted for alcohol use and race/ethnicity. The overall HR and CI was estimated using random-effects meta-analysis.

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    Figure 3:

    Hazard ratios (HRs) for incident cancer per 1 increment in ideal cardiovascular health metric excluding the smoking metric and adjusted for smoking status. Hazard ratios and 95% confidence intervals (CIs) were estimated by Cox proportional hazards models stratified by year of birth (5-yr intervals) and using age as the timescale. Hazards ratios were adjusted for sex, marital/cohabitation status, education, occupation at baseline and smoking metric. In NutriNet-Santé, results were additionally adjusted for alcohol use and family history of cancer. In Whitehall II, results were additionally adjusted for alcohol use and race/ethnicity. The overall HR and CI was estimated using random-effects meta-analysis.

Tables

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    Table 1:

    Definition of ideal cardiovascular health metrics in NutriNet-Santé, Whitehall II and GAZEL

    MetricRecommended ideal level
    SmokingAll cohorts: Never or quit ≥ 12 mo
    Body mass indexAll cohorts: < 25
    Physical activityNutriNet-Santé and Whitehall II: ≥ 75 min/wk of vigorous activity, ≥ 150 min/wk of moderate activity or a combination of the two
    GAZEL: any sports activity in a competition context
    Healthy dietNutriNet-Santé: ≥ 4 optimal diet items out of the following 5 items: the equivalent of 5 servings per day of fruits and vegetables or 400 g/d, ≥ 2 times/wk fish consumption or average consumption of ≥ 100 g/d, average salt consumption < 1.5 g/d, average fibre intake ≥ 25 g/d, sugar-sweetened beverages ≤ 155 g/d
    Whitehall II: 3 optimal out of the following 3 items: 2 servings of a fruit and vegetable portion per day and fish consumption ≥ 3 times/wk
    GAZEL: 3 optimal out of the following 3 items: fruit portion every day or almost every day, vegetables portion every day or almost every day, and fish consumption ≥ 3 times/wk
    Blood pressureNutriNet-Santé and Whitehall II: < 120/80 mm Hg, untreated GAZEL: No diagnosis of hypertension and untreated
    Fasting plasma glucose*NutriNet-Santé and Whitehall II: < 100 mg/dL, untreated GAZEL: No diagnosis of diabetes and untreated
    Total cholesterol†NutriNet-Santé and Whitehall II: < 200 mg/dL, untreated GAZEL: No diagnosis of dyslipidemia and untreated
    • ↵* SI conversion factor: to convert glucose to millimoles per litre, multiply by 0.0555.

    • ↵† SI conversion factor: to convert cholesterol to millimoles per liter, multiply by 0.0259.

    • View popup
    Table 2:

    Baseline characteristics and incidence rates of cancer in the individual cohort studies

    CharacteristicNo. (%)*
    NutriNet-Santé Study
    n = 16 237
    Whitehall II Study
    n = 9418
    GAZEL Cohort Study
    n = 14 063
    Age, yr, mean ± SD51.3 ± 13.544.8 ± 6.045.2 ± 3.5
    Men4488 (27.6)6413 (68.1)10 550 (75.0)
    Education level*
     High5778 (35.6)2486 (26.4)3599 (25.6)
     Intermediate7853 (48.4)2535 (26.9)9709 (69.0)
     Low2606 (16.0)4397 (46.7)755 (5.4)
    Occupational position†
     High7329 (45.1)2828 (30.0)3628 (25.8)
     Intermediate3880 (23.9)4595 (48.8)9487 (67.5)
     Low5028 (31.0)1995 (21.2)948 (6.7)
    Marital/cohabitation status
     Married/cohabiting11 664 (71.8)7006 (74.4)12 623 (89.8)
     Single2312 (14.2)1538 (16.3)483 (3.4)
     Divorced1760 (10.8)761 (8.1)804 (5.7)
     Widowed501 (3.1)113 (1.2)153 (1.1)
    Race/ethnicity: WhiteNA8522 (90.5)NA
    Family history of cancer7285 (44.9)NANA
    Alcohol, units/wk
     0NA1679 (17.8)1561 (16.6)§
     1–13NA5202 (55.2)4942 (52.4)§
     ≥ 14NA2537 (26.9)2927 (31.0)§
    Alcohol, g/d8.82 (11.6)NANA
    No. of ideal cardiovascular health metrics, median (IQR)3 (2–4)4 (3–4)5 (4–6)
    Cardiovascular health score categories‡
     Low, 0–2 ideal metrics4389 (27.0)1657 (17.6)762 (5.4)
     Moderate, 3–4 ideal metrics8491 (52.3)5772 (61.3)7921 (56.3)
     High, 5–7 ideal metrics2760 (17.0)1989 (21.1)5380 (38.3)
    No. of incident cancer948 (5.8)1916 (20.3)2025 (14.4)
    Incidence rate of cancer per 1000 person years, 95% CI6.3 (5.9–6.7)7.5 (7.2–7.8)6.8 (6.5–7.1)
    • Note: CI = confidence interval, IQR = interquartile range, NA = not available, SD = standard deviation.

    • * Unless stated otherwise.

    • ↵* Education categories in NutriNet-Santé were 1) less than high school (low), 2) less than 2 years after high school (intermediate) and 3) more than or equal to 2 years after high school (high); in Whitehall, 1) lower secondary school (low), 2) higher secondary school (intermediate) and 3) university or higher university degree (high); and in GAZEL, 1) primary school (low), 2) lower secondary school (intermediate) and 3) university or higher university degree (high).

    • ↵† Occupation categories in NutriNet-Santé were 1) employee/worker/farmer (low), 2) intermediary profession (intermediate) and 3) craftsperson, merchant, company director, specialized personnel, intellectual profession (high); in Whitehall II, 1) administrative (low), 2) professional/executive (intermediate) and 3) clerical/support (high); and in GAZEL, 1) watchman, worker (low), 2) commercial and technical agent, internship agent and others (intermediate) and 3) administrative and technical executives, teachers (high).

    • ↵‡ The cardiovascular health metrics included nonsmoking, and ideal levels of body weight, physical activity, diet, blood pressure, fasting blood glucose and total cholesterol. For definitions of the metrics, see Table 1.

    • ↵§ Data on alcohol use available in GAZEL cohort in n = 9430.

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CMAJ Open: 11 (4)
Vol. 11, Issue 4
1 Jul 2023
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Is the number of ideal cardiovascular health metrics in midlife associated with lower risk of cancer? Evidence from 3 European prospective cohorts
Thomas T. van Sloten, Rachel E.D. Climie, Omar Deraz, Marie-Cécile Périer, Eugenie Valentin, Aurore Fayosse, Séverine Sabia, Elisabete Weiderpass, Xavier Jouven, Marcel Goldberg, Marie Zins, Mathilde Touvier, Mélanie Deschasaux-Tanguy, Léopold Fezeu, Serge Hercberg, Archana Singh-Manoux, Jean-Philippe Empana
Jul 2023, 11 (4) E774-E781; DOI: 10.9778/cmajo.20220175

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Is the number of ideal cardiovascular health metrics in midlife associated with lower risk of cancer? Evidence from 3 European prospective cohorts
Thomas T. van Sloten, Rachel E.D. Climie, Omar Deraz, Marie-Cécile Périer, Eugenie Valentin, Aurore Fayosse, Séverine Sabia, Elisabete Weiderpass, Xavier Jouven, Marcel Goldberg, Marie Zins, Mathilde Touvier, Mélanie Deschasaux-Tanguy, Léopold Fezeu, Serge Hercberg, Archana Singh-Manoux, Jean-Philippe Empana
Jul 2023, 11 (4) E774-E781; DOI: 10.9778/cmajo.20220175
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