Mediation and moderation of genetic risk of obesity through eating behaviours in two UK cohorts

被引:4
作者
Begum, Shahina [1 ,6 ]
Hinton, Eleanor C. [2 ]
Toumpakari, Zoi [3 ]
Frayling, Timothy M. [4 ]
Howe, Laura [3 ,5 ]
Johnson, Laura
Lawrence, Natalia [1 ]
机构
[1] Univ Exeter, Coll Life & Environm Sci, Dept Psychol, Exeter, England
[2] Univ Bristol, Univ Hosp Bristol Educ & Res Ctr, NIHR Bristol BRC Nutr Theme, Bristol, England
[3] Univ Bristol, Ctr Exercise Nutr & Hlth Sci, Sch Policy Studies, Bristol, England
[4] Univ Exeter, Med Sch, Genet Complex Traits, Exeter, England
[5] Univ Bristol, Bristol Med Sch, MRC Integrat Epidemiol Unit, Populat Hlth Sci, Bristol, England
[6] Univ Exeter, Coll Life & Environm Sci, Dept Psychol, Washington Singer Labs, Exeter EX4 4QG, England
基金
欧洲研究理事会; 英国医学研究理事会; 英国科研创新办公室;
关键词
Obesity; BMI; ALSPAC; eating behaviour; dietary restraint; disinhibition; hunger; genes; genetic risk score; appetite; DIETARY RESTRAINT; QUESTIONNAIRE; SUSCEPTIBILITY; DISINHIBITION; DEPRESSION; LOCI; BMI;
D O I
10.1093/ije/dyad092
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background The mechanisms underlying genetic predisposition to higher body mass index (BMI) remain unclear. Methods We hypothesized that the relationship between BMI-genetic risk score (BMI-GRS) and BMI was mediated via disinhibition, emotional eating and hunger, and moderated by flexible (but not rigid) restraint within two UK cohorts: the Genetics of Appetite Study (GATE) (n = 2101, 2010-16) and the Avon Longitudinal Study of Parents and Children (ALSPAC) (n = 1679, 2014-18). Eating behaviour was measured by the Adult Eating Behaviour Questionnaire and Three-Factor Eating Questionaire-51. Results The association between BMI-GRS and BMI were partially mediated by habitual, emotional and situational disinhibition in the GATE/ALSPAC meta-mediation [standardized beta(indirect) 0.04, 95% confidence interval (CI) 0.02-0.06; 0.03, 0.01-0.04; 0.03, 0.01-0.04, respectively] external hunger and internal hunger in the GATE study (0.02, 0.01-0.03; 0.01, 0.001-0.02, respectively). There was evidence of mediation by emotional over/undereating and hunger in the ALSPAC study (0.02, 0.01-0.03; 0.01, 0.001-0.02; 0.01, 0.002-0.01, respectively). Rigid or flexible restraint did not moderate the direct association between BMI-GRS and BMI, but high flexible restraint moderated the effect of disinhibition subscales on BMI (reduction of the indirect mediation by -5% to -11% in GATE/ALSPAC) and external hunger (-5%) in GATE. High rigid restraint reduced the mediation via disinhibition subscales in GATE/ALSPAC (-4% to -11%) and external hunger (-3%) in GATE. Conclusions Genetic predisposition to a higher BMI was partly explained by disinhibition and hunger in two large cohorts. Flexible/rigid restraint may play an important role in moderating the impact of predisposition to higher BMI.
引用
收藏
页码:1926 / 1938
页数:13
相关论文
共 51 条
[1]   Polygenic Score for Body Mass Index Is Associated with Disordered Eating in a General Population Cohort [J].
Abdulkadir, Mohamed ;
Herle, Moritz ;
De Stavola, Bianca L. ;
Huebel, Christopher ;
Ferreira, Diana L. Santos ;
Loos, Ruth J. F. ;
Bryant-Waugh, Rachel ;
Bulik, Cynthia M. ;
Micali, Nadia .
JOURNAL OF CLINICAL MEDICINE, 2020, 9 (04)
[2]   DEPRESSION AND OBESITY: DO SHARED GENES EXPLAIN THE RELATIONSHIP? [J].
Afari, Niloofar ;
Noonan, Carolyn ;
Goldberg, Jack ;
Roy-Byrne, Peter ;
Schur, Ellen ;
Golnari, Golnaz ;
Buchwald, Dedra .
DEPRESSION AND ANXIETY, 2010, 27 (09) :799-806
[3]  
Angold A, 1995, INT J METHOD PSYCH, V5, P237
[4]   Characterization of the Three-Factor Eating Questionnaire scores of a young French cohort [J].
Aurelie, Lesdema ;
Gilles, Fromentin ;
Jean-Jacques, Daudin ;
Agathe, Arlotti ;
Sophie, Vinoy ;
Daniel, Tome ;
Agnes, Marsset-Baglieri .
APPETITE, 2012, 59 (02) :385-390
[5]   THE MODERATOR MEDIATOR VARIABLE DISTINCTION IN SOCIAL PSYCHOLOGICAL-RESEARCH - CONCEPTUAL, STRATEGIC, AND STATISTICAL CONSIDERATIONS [J].
BARON, RM ;
KENNY, DA .
JOURNAL OF PERSONALITY AND SOCIAL PSYCHOLOGY, 1986, 51 (06) :1173-1182
[6]   The measurement of dietary restraint, disinhibition and hunger: an examination of the factor structure of the Three Factor Eating Questionnaire (TFEQ) [J].
Bond, MJ ;
McDowell, AJ ;
Wilkinson, JY .
INTERNATIONAL JOURNAL OF OBESITY, 2001, 25 (06) :900-906
[7]   Cohort Profile: The 'Children of the 90s'-the index offspring of the Avon Longitudinal Study of Parents and Children [J].
Boyd, Andy ;
Golding, Jean ;
Macleod, John ;
Lawlor, Debbie A. ;
Fraser, Abigail ;
Henderson, John ;
Molloy, Lynn ;
Ness, Andy ;
Ring, Susan ;
Smith, George Davey .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2013, 42 (01) :111-127
[8]   Appetite disinhibition rather than hunger explains genetic effects on adult BMI trajectory (Jan, 10.1038/s41366-020-00735-9, 2021) [J].
Brunner, Eric J. ;
Maruyama, Koutatsu ;
Shipley, Martin ;
Cable, Noriko ;
Iso, Hiroyasu ;
Hiyoshi, Ayako ;
Stallone, Daryth ;
Kumari, Meena ;
Tabak, Adam ;
Singh-Manoux, Archana ;
Wilson, John ;
Langenberg, Claudia ;
Wareham, Nick ;
Boniface, David ;
Hingorani, Aroon ;
Kivimaki, Mika ;
Llewellyn, Clare .
INTERNATIONAL JOURNAL OF OBESITY, 2021, 45 (03) :711-711
[9]   Psychometric comparison of PHQ-9 and HADS for measuring depression severity in primary care [J].
Cameron, Isobel M. ;
Crawford, John R. ;
Lawton, Kenneth ;
Reid, Ian C. .
BRITISH JOURNAL OF GENERAL PRACTICE, 2008, 58 (546) :32-36
[10]   Simulated distributions from negative experiments highlight the importance of the body mass index distribution in explaining depression-body mass index genetic risk score interactions [J].
Casanova, Francesco ;
O'Loughlin, Jessica ;
Lewis, Cathryn ;
Frayling, Timothy M. ;
Wood, Andrew R. ;
Tyrrell, Jessica .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2022, 51 (05) :1581-1592