Trait impulsivity is associated with an increased risk of type 2 diabetes incidence in adults over 8 years of follow-up: results from the NutriNet-Santé cohort.


Journal

BMC medicine
ISSN: 1741-7015
Titre abrégé: BMC Med
Pays: England
ID NLM: 101190723

Informations de publication

Date de publication:
15 Aug 2024
Historique:
received: 09 01 2024
accepted: 24 07 2024
medline: 16 8 2024
pubmed: 16 8 2024
entrez: 15 8 2024
Statut: epublish

Résumé

Type 2 diabetes is one of the most prevalent and preventable diseases worldwide and impulsivity, a psychological trait characterized by making quick decisions without forethought, has been suggested as a key feature for health-related conditions. However, there have been no studies examining the relationships between impulsivity and the incidence of type 2 diabetes and our aim was to assess the prospective association between trait impulsivity and the risk of developing type 2 diabetes. A prospective observational study design was conducted between May 2014 and February 2023 within the NutriNet-Santé cohort. A web-based platform was used to collect data from the French adult population, with voluntary enrollment and participation. Of the 157,591 adults (≥ 18 years old) participating in the NutriNet-Santé study when impulsivity was assessed, 109,214 participants were excluded due to prevalent type 1 or 2 diabetes or missing data for impulsivity or follow-up data for type 2 diabetes. Trait impulsivity, and the attention, motor, and non-planning subfactors, were assessed at baseline using the Barratt Impulsiveness Scale 11. Incident type 2 diabetes was ascertained through follow-up. Medical information was reviewed by NutriNet-Santé physician experts to ascertain incident diabetes cases based on the ICD-10. Cox regression models, using hazard ratios and 95% confidence intervals (HR [95% CI]), were performed to evaluate associations between impulsivity per 1 standard deviation increment and type 2 diabetes risk, adjusting by recognized confounders. Of the 48,377 individuals studied (women 77.6%; age at baseline = 50.6 year ± 14.5 years), 556 individuals developed type 2 diabetes over a median follow-up of 7.78 (IQR: 3.97-8.49) years. Baseline impulsivity was associated with an increased risk of type 2 diabetes incidence (HR = 1.10 [1.02, 1.20]). The motor impulsivity subfactor was positively associated with type 2 diabetes risk (HR = 1.14 [1.04, 1.24]), whereas no associations were found for attention and non-planning impulsivity subfactors. Trait impulsivity was associated with an increased type 2 diabetes risk, mainly driven by the motor impulsivity subfactor. If these results are replicated in other populations and settings, trait impulsivity may become an important psychological risk factor to be considered in the prevention of type 2 diabetes. Name of registry: The NutriNet-Santé Study. A Web-based Prospective Cohort Study of the Relationship Between Nutrition and Health and of Dietary Patterns and Nutritional Status Predictors. Cohort registration number: NCT03335644. Date of registration: October 11, 2017. URL: https://clinicaltrials.gov/ct2/show/NCT03335644.

Sections du résumé

BACKGROUND BACKGROUND
Type 2 diabetes is one of the most prevalent and preventable diseases worldwide and impulsivity, a psychological trait characterized by making quick decisions without forethought, has been suggested as a key feature for health-related conditions. However, there have been no studies examining the relationships between impulsivity and the incidence of type 2 diabetes and our aim was to assess the prospective association between trait impulsivity and the risk of developing type 2 diabetes.
METHODS METHODS
A prospective observational study design was conducted between May 2014 and February 2023 within the NutriNet-Santé cohort. A web-based platform was used to collect data from the French adult population, with voluntary enrollment and participation. Of the 157,591 adults (≥ 18 years old) participating in the NutriNet-Santé study when impulsivity was assessed, 109,214 participants were excluded due to prevalent type 1 or 2 diabetes or missing data for impulsivity or follow-up data for type 2 diabetes. Trait impulsivity, and the attention, motor, and non-planning subfactors, were assessed at baseline using the Barratt Impulsiveness Scale 11. Incident type 2 diabetes was ascertained through follow-up. Medical information was reviewed by NutriNet-Santé physician experts to ascertain incident diabetes cases based on the ICD-10. Cox regression models, using hazard ratios and 95% confidence intervals (HR [95% CI]), were performed to evaluate associations between impulsivity per 1 standard deviation increment and type 2 diabetes risk, adjusting by recognized confounders.
RESULTS RESULTS
Of the 48,377 individuals studied (women 77.6%; age at baseline = 50.6 year ± 14.5 years), 556 individuals developed type 2 diabetes over a median follow-up of 7.78 (IQR: 3.97-8.49) years. Baseline impulsivity was associated with an increased risk of type 2 diabetes incidence (HR = 1.10 [1.02, 1.20]). The motor impulsivity subfactor was positively associated with type 2 diabetes risk (HR = 1.14 [1.04, 1.24]), whereas no associations were found for attention and non-planning impulsivity subfactors.
CONCLUSIONS CONCLUSIONS
Trait impulsivity was associated with an increased type 2 diabetes risk, mainly driven by the motor impulsivity subfactor. If these results are replicated in other populations and settings, trait impulsivity may become an important psychological risk factor to be considered in the prevention of type 2 diabetes.
COHORT REGISTRATION UNASSIGNED
Name of registry: The NutriNet-Santé Study. A Web-based Prospective Cohort Study of the Relationship Between Nutrition and Health and of Dietary Patterns and Nutritional Status Predictors. Cohort registration number: NCT03335644. Date of registration: October 11, 2017. URL: https://clinicaltrials.gov/ct2/show/NCT03335644.

Identifiants

pubmed: 39148083
doi: 10.1186/s12916-024-03540-7
pii: 10.1186/s12916-024-03540-7
doi:

Banques de données

ClinicalTrials.gov
['NCT03335644']

Types de publication

Journal Article Observational Study

Langues

eng

Sous-ensembles de citation

IM

Pagination

332

Informations de copyright

© 2024. The Author(s).

Références

World Health Organization. A report about diabetes. June 8, 2020. https://www.who.int/health-topics/diabetes . Accessed 27 Nov 2020.
Chatterjee S, Khunti K, Davies MJ. Type 2 diabetes. Lancet. 2017;389(10085):2239–51.
pubmed: 28190580 doi: 10.1016/S0140-6736(17)30058-2
Mischel W, Shoda Y. A cognitive-affective system theory of personality: reconceptualizing situations, dispositions, dynamics, and invariance in personality structure. Psychol Rev. 1995;102(2):246–68.
pubmed: 7740090 doi: 10.1037/0033-295X.102.2.246
Harper RG. Personality-guided therapy in behavioral medicine. 1st ed. Washington DC: American Psychological Association; 2004.
doi: 10.1037/10650-000
Liu M, Argyriou E, Cyders MA. Developmental considerations for assessment and treatment of impulsivity in older adults. In: de Wit H, Jentsch JD. Current topics in behavioral neurosciences. Berlin/Heidelberg, Germany: Springer, Cham; 2020. p. 165–77.
Rababah JA, Al-Hammouri MM, Tawalbeh L, Alhawatmeh H, Hasan M. Self-care among persons with heart failure: examining the impact of mindfulness and impulsivity using conditional process analysis. Nurs Forum (Auckl). 2022;57(4):558–67.
doi: 10.1111/nuf.12719
Stanford MS, Mathias CW, Dougherty DM, Lake SL, Anderson NE, Patton JH. Fifty years of the Barratt Impulsiveness Scale: an update and review. Pers Individ Dif. 2009;47(5):385–95.
doi: 10.1016/j.paid.2009.04.008
Bari A, Robbins TW. Inhibition and impulsivity: Behavioral and neural basis of response control. Prog Neurobiol. 2013;108(1):44–79.
pubmed: 23856628 doi: 10.1016/j.pneurobio.2013.06.005
Gómez-Martínez C, Babio N, Júlvez J, Nishi SK, Fernández-Aranda F, Martínez-González MÁ, et al. Impulsivity is longitudinally associated with healthy and unhealthy dietary patterns in individuals with overweight or obesity and metabolic syndrome within the framework of the PREDIMED-Plus trial. Int J Behav Nutr Phys Act. 2022;19(1):101.
pubmed: 35941632 pmcid: 9358907 doi: 10.1186/s12966-022-01335-8
Emery RL, Levine MD. Questionnaire and behavioral task measures of impulsivity are differentially associated with body mass index: a comprehensive meta-analysis. Psychol Bull. 2017;143(8):868–902.
pubmed: 28493725 doi: 10.1037/bul0000105
Emery RL, Levine MD, Creswell KG, Wright AGC, Marsland AL, Matthews KA, et al. Impulsivity and midlife cardiometabolic risk: the role of maladaptive health behaviors. Health Psychol. 2020;39(8):642–54.
pubmed: 32378961 pmcid: 8363173 doi: 10.1037/hea0000884
Hawkins MAW, Gunstad J, Calvo D, Spitznagel MB. Higher fasting glucose is associated with poorer cognition among healthy young adults. Health Psychol. 2016;35(2):199–202.
pubmed: 26523354 doi: 10.1037/hea0000248
Epstein LH, Paluch RA, Stein JS, Quattrin T, Mastrandrea LD, Bree KA, et al. Delay discounting, glycemic regulation and health behaviors in adults with prediabetes. Behav Med. 2021;47(3):194–204.
pubmed: 32275202 doi: 10.1080/08964289.2020.1712581
Eckstrand KL, Mummareddy N, Kang H, Cowan R, Zhou M, Zald D, et al. An insulin resistance associated neural correlate of impulsivity in type 2 diabetes mellitus. PLoS ONE. 2017;12(12):e0189113.
pubmed: 29228027 pmcid: 5724830 doi: 10.1371/journal.pone.0189113
Sun DM, Ma Y, Sun ZB, Xie L, Huang JZ, Chen WS, et al. Decision-making in primary onset middle-age type 2 diabetes mellitus: a BOLD-fMRI study. Sci Rep. 2017;1(7):10246.
doi: 10.1038/s41598-017-10228-x
Reach G, Michault A, Bihan H, Paulino C, Cohen R, Le Clésiau H. Patients’ impatience is an independent determinant of poor diabetes control. Diabetes Metab. 2011;37(6):497–504.
pubmed: 21550831 doi: 10.1016/j.diabet.2011.03.004
Wainwright K, Romanowich P, Crabtree MA. Associations between impulsivity and self-care adherence in individuals diagnosed with type 2 or prediabetes. PLoS ONE. 2022;17(3):e0263961.
pubmed: 35271620 pmcid: 8912230 doi: 10.1371/journal.pone.0263961
Hercberg S, Castetbon K, Czernichow S, Malon A, Mejean C, Kesse E, et al. The Nutrinet-Santé Study: a web-based prospective study on the relationship between nutrition and health and determinants of dietary patterns and nutritional status. BMC Public Health. 2010;10(1):242.
pubmed: 20459807 pmcid: 2881098 doi: 10.1186/1471-2458-10-242
Patton JH, Stanford MS, Barratt ES. Factor structure of the Barratt Impulsiveness Scale. J Clin Psychol. 1995;51(6):768–74.
pubmed: 8778124 doi: 10.1002/1097-4679(199511)51:6<768::AID-JCLP2270510607>3.0.CO;2-1
Baylé FJ, Bourdel MC, Caci H, Gorwood P, Chignon JM, Adés J, et al. Factor analysis of French translation of the Barratt impulsivity scale (BIS-10). Can J Psychiatry. 2000;45(2):156–65.
pubmed: 10742875 doi: 10.1177/070674370004500206
World Health Organization. International statistical classification of diseases and related health problems, 10th revision. 5th ed. France: World Health Organization; 2016.
Craig CL, Marshall AL, Sjöström M, Bauman AE, Booth ML, Ainsworth BE, et al. International physical activity questionnaire: 12-country reliability and validity. Med Sci Sports Exerc. 2003;35(8):1381–95.
pubmed: 12900694 doi: 10.1249/01.MSS.0000078924.61453.FB
Chaltiel D, Adjibade M, Deschamps V, Touvier M, Hercberg S, Julia C, et al. Programme National Nutrition Santé – guidelines score 2 (PNNS-GS2): development and validation of a diet quality score reflecting the 2017 French dietary guidelines. Br J Nutr. 2019;122(2):331–42.
pubmed: 31342885 doi: 10.1017/S0007114519001181
Fuhrer R, Rouillon F. La version française de l’échelle CES-D (Center for Epidemiologic Studies-Depression Scale). Description et traduction de l’échelle d’autoévaluation. Psychiatry and Psychobiology. 1989;4(3):163–6.
doi: 10.1017/S0767399X00001590
Steinberg L, Albert D, Cauffman E, Banich M, Graham S, Woolard J. Age differences in sensation seeking and impulsivity as indexed by behavior and self-report: evidence for a dual systems model. Dev Psychol. 2008;44(6):1764–78.
pubmed: 18999337 doi: 10.1037/a0012955
Moustafa AA, Tindle R, Frydecka D, Misiak B. Impulsivity and its relationship with anxiety, depression and stress. Compr Psychiatry. 2017;74(1):173–9.
pubmed: 28171742 doi: 10.1016/j.comppsych.2017.01.013
Haffner SM. Epidemiology of type 2 diabetes: risk factors. Diabetes Care. 1998;21(Supplement_3):C3-6.
pubmed: 9850478 doi: 10.2337/diacare.21.3.C3
Cross CP, Copping LT, Campbell A. Sex differences in impulsivity: a meta-analysis. Psychol Bull. 2011;137(1):97–130.
pubmed: 21219058 doi: 10.1037/a0021591
Kautzky-Willer A, Leutner M, Harreiter J. Sex differences in type 2 diabetes. Diabetologia. 2023;66(6):986–1002.
pubmed: 36897358 pmcid: 10163139 doi: 10.1007/s00125-023-05891-x
Schwartz JA, Connolly EJ, Alsolami A. Within-individual changes in impulsivity and sensation seeking from childhood to early adulthood and educational attainment. J Youth Adolesc. 2022;51(11):2190–204.
pubmed: 35896931 doi: 10.1007/s10964-022-01663-9
Bellou V, Belbasis L, Tzoulaki I, Evangelou E. Risk factors for type 2 diabetes mellitus: an exposure-wide umbrella review of meta-analyses. PLoS ONE. 2018;13(3):e0194127.
pubmed: 29558518 pmcid: 5860745 doi: 10.1371/journal.pone.0194127
Kale D, Stautz K, Cooper A. Impulsivity related personality traits and cigarette smoking in adults: a meta-analysis using the UPPS-P model of impulsivity and reward sensitivity. Drug Alcohol Depend. 2018;185(1):149–67.
pubmed: 29453142 doi: 10.1016/j.drugalcdep.2018.01.003
Bos J, Hayden MJ, Lum JAG, Staiger PK. UPPS-P impulsive personality traits and adolescent cigarette smoking: a meta-analysis. Drug Alcohol Depend. 2019;197(1):335–43.
pubmed: 30878884 doi: 10.1016/j.drugalcdep.2019.01.018
Dendup T, Feng X, Clingan S, Astell-Burt T. Environmental risk factors for developing type 2 diabetes mellitus: a systematic review. Int J Environ Res Public Health. 2018;15(1):78.
pubmed: 29304014 pmcid: 5800177 doi: 10.3390/ijerph15010078
Castañer M, Aiello S, Prat Q, Andueza J, Crescimanno G, Camerino O. Impulsivity and physical activity: a T-pattern detection of motor behavior profiles. Physiol Behav. 2020;219:112849.
pubmed: 32088173 doi: 10.1016/j.physbeh.2020.112849
Booth FW, Roberts CK, Laye MJ. Lack of exercise is a major cause of chronic diseases. Compr Physiol. 2012;2(2):1143–211.
pubmed: 23798298 pmcid: 4241367 doi: 10.1002/cphy.c110025
Mõttus R, McNeill G, Jia X, Craig LCA, Starr JM, Deary IJ. The associations between personality, diet and body mass index in older people. Health Psychol. 2013;32(4):353–60.
pubmed: 21928903 doi: 10.1037/a0025537
Bénard M, Bellisle F, Kesse-Guyot E, Julia C, Andreeva VA, Etilé F, et al. Impulsivity is associated with food intake, snacking, and eating disorders in a general population. Am J Clin Nutr. 2019;109(1):117–26.
pubmed: 30596882 doi: 10.1093/ajcn/nqy255
Villegas R, Shu XO, Yang G, Matthews CE, Li H, Cai H, et al. Energy balance and type 2 diabetes: a report from the Shanghai Women’s Health Study. Nutr Metab Cardiovasc Dis. 2009;19(3):190–7.
pubmed: 18774701 doi: 10.1016/j.numecd.2008.06.003
van de Wiel A. Diabetes mellitus and alcohol. Diabetes Metab Res Rev. 2004;20(4):263–7.
pubmed: 15250029 doi: 10.1002/dmrr.492
Fuemmeler BF, Østbye T, Yang C, McClernon FJ, Kollins SH. Association between attention-deficit/hyperactivity disorder symptoms and obesity and hypertension in early adulthood: a population-based study. Int J Obes (Lond). 2011;35(6):852–62.
pubmed: 20975727 doi: 10.1038/ijo.2010.214
Sutin AR, Terracciano A, Deiana B, Uda M, Schlessinger D, Lakatta EG, et al. Cholesterol, triglycerides, and the five-factor model of personality. Biol Psychol. 2010;84(2):186–91.
pubmed: 20109519 pmcid: 2933037 doi: 10.1016/j.biopsycho.2010.01.012
Eriksson A-K, Gustavsson JP, Hilding A, Granath F, Ekbom A, Östenson C-G. Personality traits and abnormal glucose regulation in middle-aged Swedish men and women. Diabetes Res Clin Pract. 2012;95(1):145–52.
pubmed: 22024287 doi: 10.1016/j.diabres.2011.10.003
Scott RA, Langenberg C, Sharp SJ, Franks PW, Rolandsson O, Drogan D, et al. The link between family history and risk of type 2 diabetes is not explained by anthropometric, lifestyle or genetic risk factors: the EPIC-InterAct study. Diabetologia. 2013;56(1):60–9.
pubmed: 23052052 doi: 10.1007/s00125-012-2715-x
Fields SA, Schueler J, Arthur KM, Harris B. The role of impulsivity in major depression: a systematic review. Curr Behav Neurosci Rep. 2021;8(1):38–50.
doi: 10.1007/s40473-021-00231-y
Graham EA, Deschênes SS, Khalil MN, Danna S, Filion KB, Schmitz N. Measures of depression and risk of type 2 diabetes: a systematic review and meta-analysis. J Affect Disord. 2020;265(1):224–32.
pubmed: 32090745 doi: 10.1016/j.jad.2020.01.053
Discacciati A, Bellavia A, Lee JJ, Mazumdar M, Valeri L. Med4way: a Stata command to investigate mediating and interactive mechanisms using the four-way effect decomposition. Int J Epidemiol. 2019;48(1):15–20.
doi: 10.1093/ije/dyy236
Jokela M, Elovainio M, Nyberg ST, Tabák AG, Hintsa T, Batty GD, et al. Personality and risk of diabetes in adults: pooled analysis of 5 cohort studies. Health Psychol. 2014;33(12):1618–21.
pubmed: 23957901 doi: 10.1037/hea0000003
Roberts BW, Lejuez C, Krueger RF, Richards JM, Hill PL. What is conscientiousness and how can it be assessed? Dev Psychol. 2014;50(5):1315–30.
pubmed: 23276130 doi: 10.1037/a0031109
Kozak K, Lucatch AM, Lowe DJE, Balodis IM, MacKillop J, George TP. The neurobiology of impulsivity and substance use disorders: implications for treatment. Ann N Y Acad Sci. 2019;1451(1):71–91.
pubmed: 30291624 doi: 10.1111/nyas.13977
Moeller FG, Barratt ES, Dougherty DM, Schmitz JM, Swann AC. Psychiatric aspects of impulsivity. Am J Psychiatry. 2001;158(11):1783–93.
pubmed: 11691682 doi: 10.1176/appi.ajp.158.11.1783
DeYoung C, Reuter A. Impulsivity as a personality trait. In: Vohs K, Baumeister R, editors. Handbook of self-regulation: research, theory, and applications. 3rd ed. New York: Guilford Press; 2016. p. 345–63.
Shoelson SE. Inflammation and insulin resistance. J Clin Invest. 2006;116(7):1793–801.
pubmed: 16823477 pmcid: 1483173 doi: 10.1172/JCI29069
Ley SH, Ardisson Korat AV, Sun Q, Tobias DK, Zhang C, Qi L, et al. Contribution of the nurses’ health studies to uncovering risk factors for type 2 diabetes: diet, lifestyle, biomarkers, and genetics. Am J Public Health. 2016;106(9):1624–30.
pubmed: 27459454 pmcid: 4981796 doi: 10.2105/AJPH.2016.303314
Bénard M, Camilleri GM, Etilé F, Méjean C, Bellisle F, Reach G, et al. Association between impulsivity and weight status in a general population. Nutrients. 2017;9(3):217.
pubmed: 28257032 pmcid: 5372880 doi: 10.3390/nu9030217
Kahn SE, Hull RL, Utzschneider KM. Mechanisms linking obesity to insulin resistance and type 2 diabetes. Nature. 2006;444(7121):840–6.
pubmed: 17167471 doi: 10.1038/nature05482
Levine GN, Cohen BE, Commodore-Mensah Y, Fleury J, Huffman JC, Khalid U, et al. Psychological health, well-being, and the mind-heart-body connection: a scientific statement from the American Heart Association. Circulation. 2021;143(10):E763–83.
pubmed: 33486973 doi: 10.1161/CIR.0000000000000947
Huang S, Zhu Z, Zhang W, Chen Y, Zhen S. Trait impulsivity components correlate differently with proactive and reactive control. PLoS ONE. 2017;12(4):e0176102.
pubmed: 28423021 pmcid: 5397062 doi: 10.1371/journal.pone.0176102
Schwab S, Xu T, Ryan K, Steinle N. Eating behavior disinhibition predicts insulin resistance in the Old Order Amish. J Hum Nutr Food Sci. 2017;5(2):1109.
pubmed: 32691008 pmcid: 7371365
Guion M, Mandereau-Bruno L, Goria S, Cosson E, Fosse-Edorh S. Eleven-year trends in socioeconomic inequalities in the prevalence and incidence of pharmacologically treated type 2 diabetes in France, 2010–2020. Diabetes Metab. 2024;50(2):101509.
pubmed: 38216030 doi: 10.1016/j.diabet.2024.101509
Andreeva VA, Salanave B, Castetbon K, Deschamps V, Vernay M, Kesse-Guyot E, et al. Comparison of the sociodemographic characteristics of the large NutriNet-Santé e-cohort with French census data: the issue of volunteer bias revisited. J Epidemiol Community Health (1978). 2015;69(9):893–8.
doi: 10.1136/jech-2014-205263
Boswell RG, Grilo CM. General impulsivity in binge-eating disorder. CNS Spectr. 2021;26(5):538–44.
pubmed: 32690126 doi: 10.1017/S1092852920001674
Royuela-Colomer E, Fernández-González L, Orue I. Longitudinal associations between internalizing symptoms, dispositional mindfulness, rumination and impulsivity in adolescents. J Youth Adolesc. 2021;50(10):2067–78.
pubmed: 34244923 pmcid: 8416885 doi: 10.1007/s10964-021-01476-2
Hadj-Abo A, Enge S, Rose J, Kunte H, Fleischhauer M. Individual differences in impulsivity and need for cognition as potential risk or resilience factors of diabetes self-management and glycemic control. PLoS ONE. 2020;15(1):e0227995.
pubmed: 31995586 pmcid: 6988919 doi: 10.1371/journal.pone.0227995
Liu N, Heng C-N, Cui Y, Li L, Guo Y-X, Liu Q, et al. The relationship between trait impulsivity and everyday executive functions among patients with type 2 diabetes mellitus: the mediating effect of negative emotions. J Diabetes Res. 2023;2023(1):5224654.
pubmed: 37650108 pmcid: 10465255
Kopetz CE, Woerner JI, Briskin JL. Another look at impulsivity: could impulsive behavior be strategic? Soc Personal Psychol Compass. 2018;12(5):e12385.
pubmed: 34079587 pmcid: 8168538 doi: 10.1111/spc3.12385

Auteurs

Carlos Gómez-Martínez (C)

Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Alimentació, Nutrició, Desenvolupament i Salut Mental (ANUT-DSM), Reus, Spain.
Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain.
Centro de Investigación Biomédica en Red de Fisiopatología de La Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain.

Pauline Paolassini-Guesnier (P)

Center of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), Université Sorbonne Paris Nord and Université Paris Cité, INSERM, INRAE, CNAM, 93017, Bobigny, France.

Léopold Fezeu (L)

Center of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), Université Sorbonne Paris Nord and Université Paris Cité, INSERM, INRAE, CNAM, 93017, Bobigny, France.

Bernard Srour (B)

Center of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), Université Sorbonne Paris Nord and Université Paris Cité, INSERM, INRAE, CNAM, 93017, Bobigny, France.

Serge Hercberg (S)

Center of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), Université Sorbonne Paris Nord and Université Paris Cité, INSERM, INRAE, CNAM, 93017, Bobigny, France.

Mathilde Touvier (M)

Center of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), Université Sorbonne Paris Nord and Université Paris Cité, INSERM, INRAE, CNAM, 93017, Bobigny, France.

Nancy Babio (N)

Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Alimentació, Nutrició, Desenvolupament i Salut Mental (ANUT-DSM), Reus, Spain.
Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain.
Centro de Investigación Biomédica en Red de Fisiopatología de La Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain.

Jordi Salas-Salvadó (J)

Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Alimentació, Nutrició, Desenvolupament i Salut Mental (ANUT-DSM), Reus, Spain.
Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain.
Centro de Investigación Biomédica en Red de Fisiopatología de La Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain.

Sandrine Péneau (S)

Center of Research in Epidemiology and StatisticS (CRESS), Nutritional Epidemiology Research Team (EREN), Université Sorbonne Paris Nord and Université Paris Cité, INSERM, INRAE, CNAM, 93017, Bobigny, France. s.peneau@eren.smbh.univ-paris13.fr.

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