Assessing the causal role of adiposity on disordered eating in childhood, adolescence, and adulthood: a Mendelian randomization analysis

被引:39
作者
Reed, Zoe E. [1 ]
Micali, Nadia [2 ,3 ]
Bulik, Cynthia M. [4 ,5 ,6 ]
Smith, George Davey [1 ]
Wade, Kaitlin H. [1 ]
机构
[1] Univ Bristol, Fac Hlth Sci, Sch Social & Community Med, MRC,Integrat Epidemiol Unit, Bristol, Avon, England
[2] UCL, Inst Child Hlth, London, England
[3] Icahn Sch Med Mt Sinai, Dept Psychiat, Mt Sinai, NY USA
[4] Univ North Carolina Chapel Hill, Dept Psychiat, Chapel Hill, NC USA
[5] Univ North Carolina Chapel Hill, Dept Nutr, Chapel Hill, NC USA
[6] Karolinska Inst, Dept Med Epidemiol & Biostat, Stockholm, Sweden
基金
瑞典研究理事会; 英国医学研究理事会; 英国惠康基金;
关键词
ALSPAC; BMI; disordered eating; early life; Mendelian randomization; RISK-FACTORS; INSTRUMENTAL VARIABLES; WEIGHT-GAIN; OBESITY; GIRLS; OVERWEIGHT; BEHAVIORS; GENES;
D O I
10.3945/ajcn.117.154104
中图分类号
R15 [营养卫生、食品卫生]; TS201 [基础科学];
学科分类号
100403 ;
摘要
Background: Observational studies have shown that higher body mass index (BMI) is associated with increased risk of developing disordered eating patterns. However, the causal direction of this relation remains ambiguous. Objective: We used Mendelian randomization (MR) to infer the direction of causality between BMI and disordered eating in childhood, adolescence, and adulthood. Design: MR analyses were conducted with a genetic score as an instrumental variable for BMI to assess the causal effect of BMI at age 7 y on disordered eating patterns at age 13 y with the use of data from the Avon Longitudinal Study of Parents and Children (ALSPAC) (n = 4473). To examine causality in the reverse direction, MR analyses were used to estimate the effect of the same disordered eating patterns at age 13 y on BMI at age 17 y via a split-sample approach in the ALSPAC. We also investigated the causal direction of the association between BMI and eating disorders (EDs) in adults via a two-sample MR approach and publically available genome-wide association study data. Results: MR results indicated that higher BMI at age 7 y likely causes higher levels of binge eating and overeating, weight and shape concerns, and weight-control behavior patterns in both males and females and food restriction in males at age 13 y. Furthermore, results suggested that higher levels of binge eating and overeating in males at age 13 y likely cause higher BMI at age 17 y. We showed no evidence of causality between BMI and EDs in adulthood in either direction. Conclusions: This study provides evidence to suggest a causal effect of higher BMI in childhood and increased risk of disordered eating at age 13 y. Furthermore, higher levels of binge eating and overeating may cause higher BMI in later life. These results encourage an exploration of the ways to break the causal chain between these complex phenotypes, which could inform and prevent disordered eating problems in adolescence.
引用
收藏
页码:764 / 772
页数:9
相关论文
共 52 条
[1]   Risk Factors for Full- and Partial-Syndrome Early Adolescent Eating Disorders: A Population-Based Pregnancy Cohort Study [J].
Allen, Karina L. ;
Byrne, Susan M. ;
Forbes, David ;
Oddy, Wendy H. .
JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY, 2009, 48 (08) :800-809
[2]   Estimating Trajectories of Energy Intake Through Childhood and Adolescence Using Linear-Spline Multilevel Models [J].
Anderson, Emma L. ;
Tilling, Kate ;
Fraser, Abigail ;
Macdonald-Wallis, Corrie ;
Emmett, Pauline ;
Cribb, Victoria ;
Northstone, Kate ;
Lawlor, Debbie A. ;
Howe, Laura D. .
EPIDEMIOLOGY, 2013, 24 (04) :507-515
[3]   SPLIT-SAMPLE INSTRUMENTAL VARIABLES ESTIMATES OF THE RETURN TO SCHOOLING [J].
ANGRIST, JD ;
KRUEGER, AB .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 1995, 13 (02) :225-235
[4]  
[Anonymous], 2016, ELIFE, DOI 10.1101/078972
[5]  
Babio N, 2009, NUTR HOSP, V24, P485
[6]   A genome-wide association study of anorexia nervosa [J].
Boraska, V. ;
Franklin, C. S. ;
Floyd, J. A. B. ;
Thornton, L. M. ;
Huckins, L. M. ;
Southam, L. ;
Rayner, N. W. ;
Tachmazidou, I. ;
Klump, K. L. ;
Treasure, J. ;
Lewis, C. M. ;
Schmidt, U. ;
Tozzi, F. ;
Kiezebrink, K. ;
Hebebrand, J. ;
Gorwood, P. ;
Adan, R. A. H. ;
Kas, M. J. H. ;
Favaro, A. ;
Santonastaso, P. ;
Fernandez-Aranda, F. ;
Gratacos, M. ;
Rybakowski, F. ;
Dmitrzak-Weglarz, M. ;
Kaprio, J. ;
Keski-Rahkonen, A. ;
Raevuori, A. ;
Van Furth, E. F. ;
't Landt, M. C. T. Slof-Op ;
Hudson, J. I. ;
Reichborn-Kjennerud, T. ;
Knudsen, G. P. S. ;
Monteleone, P. ;
Kaplan, A. S. ;
Karwautz, A. ;
Hakonarson, H. ;
Berrettini, W. H. ;
Guo, Y. ;
Li, D. ;
Schork, N. J. ;
Komaki, G. ;
Ando, T. ;
Inoko, H. ;
Esko, T. ;
Fischer, K. ;
Maennik, K. ;
Metspalu, A. ;
Baker, J. H. ;
Cone, R. D. ;
Dackor, J. .
MOLECULAR PSYCHIATRY, 2014, 19 (10) :1085-1094
[7]   A framework for the investigation of pleiotropy in two-sample summary data Mendelian randomization [J].
Bowden, Jack ;
Del Greco, Fabiola M. ;
Minelli, Cosetta ;
Smith, George Davey ;
Sheehan, Nuala ;
Thompson, John .
STATISTICS IN MEDICINE, 2017, 36 (11) :1783-1802
[8]   Consistent Estimation in Mendelian Randomization with Some Invalid Instruments Using a Weighted Median Estimator [J].
Bowden, Jack ;
Smith, George Davey ;
Haycock, Philip C. ;
Burgess, Stephen .
GENETIC EPIDEMIOLOGY, 2016, 40 (04) :304-314
[9]   Mendelian randomization with invalid instruments: effect estimation and bias detection through Egger regression [J].
Bowden, Jack ;
Smith, George Davey ;
Burgess, Stephen .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2015, 44 (02) :512-525
[10]   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