Gain‐of‐function variants in the melanocortin 4 receptor gene confer susceptibility to binge eating disorder in subjects with obesity: a systematic review and meta‐analysis

The association between coding variants in the melanocortin 4 receptor gene (MC4R) and binge eating disorder (BED) in patients with obesity is controversial. Two independent reviewers systematically searched MEDLINE, Embase, PsycINFO, BIOSIS Previews, Web of Science Core Collection and Google Scholar up to February 2018, using terms describing the MC4R gene and BED. Six of 103 identified references were included. Studies examined associations between at least one coding variant/mutation in MC4R and BED and screened for BED as per the Diagnostic and Statistical Manual of Mental Disorders. Risk of bias was assessed using a modified version of the Q‐Genie tool, and overall quality of evidence was assessed using Grading of Recommendations Assessment, Development and Evaluation guidance. Meta‐analysis was conducted via logistic regression models. A positive association between gain‐of‐function (GOF) variants in the MC4R and BED was observed (odds ratio [OR] = 3.05; 95% confidence interval [CI]: 1.82, 5.04; p = 1.7 × 10−5), while no association was detected between loss‐of‐function (LOF) mutations and BED (OR = 1.50; 95% CI: 0.73, 2.96; p = 0.25). Similar results were found after accounting for study quality (GOF variants: OR = 3.15; 95% CI: 1.76, 5.66; p = 1.1 × 10−4; LOF mutations: OR = 1.50; 95% CI: 0.73, 2.97; p = 0.25). Our systematic review and meta‐analysis provides evidence that GOF variants as opposed to LOF mutations in MC4R are associated with BED in subjects with obesity.

[1]  Monogenic Obesity , 2020, Definitions.

[2]  D. Meyre,et al.  Ethnic and population differences in the genetic predisposition to human obesity , 2018, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[3]  D. Meyre,et al.  An Evolutionary Genetic Perspective of Eating Disorders , 2017, Neuroendocrinology.

[4]  D. Meyre,et al.  A systematic review of genetic syndromes with obesity , 2017, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[5]  M. Hernán,et al.  ROBINS-I: a tool for assessing risk of bias in non-randomised studies of interventions , 2016, British Medical Journal.

[6]  D. Meyre,et al.  Recent progress in genetics, epigenetics and metagenomics unveils the pathophysiology of human obesity. , 2016, Clinical science.

[7]  F. Horber,et al.  Eating Behavior, Low-Frequency Functional Mutations in the Melanocortin-4 Receptor (MC4R) Gene, and Outcomes of Bariatric Operations: A 6-Year Prospective Study , 2016, Diabetes Care.

[8]  C. Davis The epidemiology and genetics of binge eating disorder (BED) , 2015, CNS Spectrums.

[9]  D. Meyre,et al.  Assessing the quality of published genetic association studies in meta-analyses: the quality of genetic studies (Q-Genie) tool , 2015, BMC Genetics.

[10]  B. Wolfe,et al.  Eating behavior and eating disorders in adults before bariatric surgery. , 2015, The International journal of eating disorders.

[11]  G. Gervasini,et al.  Melanocortin-4 receptor gene variants are not associated with binge-eating behavior in nonobese patients with eating disorders , 2015, Psychiatric genetics.

[12]  D. Supina,et al.  Epidemiology, health-related quality of life and economic burden of binge eating disorder: a systematic literature review , 2015, Eating and Weight Disorders - Studies on Anorexia, Bulimia and Obesity.

[13]  A. Villringer,et al.  Reward processing in obesity, substance addiction and non‐substance addiction , 2014, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[14]  F. Hu,et al.  Association between Class III Obesity (BMI of 40–59 kg/m2) and Mortality: A Pooled Analysis of 20 Prospective Studies , 2014, PLoS medicine.

[15]  K. Clément,et al.  Association between melanocortin-4 receptor mutations and eating behaviors in obese patients: a case–control study , 2014, International Journal of Obesity.

[16]  D. G. MacArthur,et al.  Guidelines for investigating causality of sequence variants in human disease , 2014, Nature.

[17]  M. Daly,et al.  Searching for missing heritability: Designing rare variant association studies , 2014, Proceedings of the National Academy of Sciences.

[18]  R. Kessler,et al.  The Prevalence and Correlates of Binge Eating Disorder in the World Health Organization World Mental Health Surveys , 2013, Biological Psychiatry.

[19]  D. Meyre,et al.  Challenges in reproducibility of genetic association studies: lessons learned from the obesity field , 2013, International Journal of Obesity.

[20]  Gordon H Guyatt,et al.  GRADE guidelines: 12. Preparing summary of findings tables-binary outcomes. , 2013, Journal of clinical epidemiology.

[21]  Gene-Jack Wang,et al.  Tossing the baby out with the bathwater after a brief rinse? The potential downside of dismissing food addiction based on limited data , 2012, Nature Reviews Neuroscience.

[22]  P. Fletcher,et al.  Obesity and the brain: how convincing is the addiction model? , 2012, Nature Reviews Neuroscience.

[23]  Stephen J. Sharp,et al.  Variability in the Heritability of Body Mass Index: A Systematic Review and Meta-Regression , 2012, Front. Endocrin..

[24]  Degui Zhi,et al.  Statistical Guidance for Experimental Design and Data Analysis of Mutation Detection in Rare Monogenic Mendelian Diseases by Exome Sequencing , 2012, PloS one.

[25]  G. Guyatt,et al.  GRADE guidelines: 1. Introduction-GRADE evidence profiles and summary of findings tables. , 2011, Journal of clinical epidemiology.

[26]  Howard Balshem,et al.  GRADE guidelines: 3. Rating the quality of evidence. , 2011, Journal of clinical epidemiology.

[27]  K. Clément,et al.  Rare melanocortin-3 receptor mutations with in vitro functional consequences are associated with human obesity. , 2011, Human molecular genetics.

[28]  H. Linster,et al.  Emotion and eating in binge eating disorder and obesity. , 2010, European eating disorders review : the journal of the Eating Disorders Association.

[29]  Wei Zhang,et al.  The incidence of co-morbidities related to obesity and overweight: A systematic review and meta-analysis , 2009, BMC public health.

[30]  L. Pennacchio,et al.  Association of functionally significant Melanocortin-4 but not Melanocortin-3 receptor mutations with severe adult obesity in a large North American case-control study. , 2009, Human molecular genetics.

[31]  J. Ioannidis,et al.  STrengthening the REporting of Genetic Association Studies (STREGA)— An Extension of the STROBE Statement , 2009, PLoS medicine.

[32]  F. Kronenberg,et al.  Association of the melanocortin-4 receptor V103I polymorphism with dietary intake in severely obese persons. , 2008, The American journal of clinical nutrition.

[33]  F. Kronenberg,et al.  Association of the MC4R V103I Polymorphism With the Metabolic Syndrome: The KORA Study , 2008, Obesity.

[34]  F. Horber,et al.  Non-synonymous polymorphisms in melanocortin-4 receptor protect against obesity: the two facets of a Janus obesity gene. , 2007, Human molecular genetics.

[35]  Jonathan J Deeks,et al.  Much ado about nothing: a comparison of the performance of meta‐analytical methods with rare events , 2007, Statistics in medicine.

[36]  K. Jöckel,et al.  Prevalence of mental disorders in normal-weight and obese individuals with and without weight loss treatment in a German urban population. , 2006, Journal of psychosomatic research.

[37]  Zhimin Xiang,et al.  Pharmacological characterization of 40 human melanocortin-4 receptor polymorphisms with the endogenous proopiomelanocortin-derived agonists and the agouti-related protein (AGRP) antagonist. , 2006, Biochemistry.

[38]  K. Clément,et al.  Melanocortin 4 receptor mutations in a large cohort of severely obese adults: prevalence, functional classification, genotype-phenotype relationship, and lack of association with binge eating. , 2006, The Journal of clinical endocrinology and metabolism.

[39]  A. Eberle,et al.  Melanocortin-4 Receptor Gene and Complications after Gastric Banding , 2006, Obesity surgery.

[40]  M. Maj,et al.  Melanocortin-4 receptor molecular scanning and pro-opiomelanocortin R236G variant screening in binge eating disorder. , 2005, Psychiatric genetics.

[41]  D. Wilfley,et al.  A comparison of the binge eating scale, questionnaire for eating and weight patterns-revised, and eating disorder examination questionnaire with instructions with the eating disorder examination in the assessment of binge eating disorder and its symptoms. , 2004, The International journal of eating disorders.

[42]  J. Hebebrand,et al.  Binge-eating episodes are not characteristic of carriers of melanocortin-4 receptor gene mutations , 2004, Molecular Psychiatry.

[43]  Alexander J Sutton,et al.  What to add to nothing? Use and avoidance of continuity corrections in meta-analysis of sparse data. , 2004, Statistics in medicine.

[44]  T. Gudermann,et al.  Melanocortin-4 receptor gene variant I103 is negatively associated with obesity. , 2004, American journal of human genetics.

[45]  T. Gotoda Binge eating as a phenotype of melanocortin 4 receptor gene mutations. , 2003, The New England journal of medicine.

[46]  S. O’Rahilly,et al.  Binge eating as a phenotype of melanocortin 4 receptor gene mutations. , 2003, The New England journal of medicine.

[47]  A. Stang,et al.  Predictor variables of the course of weight—a multicenter, prospective, controlled trial , 2003 .

[48]  F. Horber,et al.  Binge eating as a major phenotype of melanocortin 4 receptor gene mutations. , 2003, The New England journal of medicine.

[49]  Tim Cheetham,et al.  Clinical spectrum of obesity and mutations in the melanocortin 4 receptor gene. , 2003, The New England journal of medicine.

[50]  S. O’Rahilly,et al.  A frameshift mutation in MC4R associated with dominantly inherited human obesity , 1998, Nature Genetics.

[51]  K. Clément,et al.  A frameshift mutation in human MC4R is associated with a dominant form of obesity , 1998, Nature Genetics.

[52]  T. Wadden,et al.  Binge eating disorder: To be or not to be in DSM‐IV , 1991 .

[53]  A. Stunkard Eating patterns and obesity , 1959, Psychiatric Quarterly.

[54]  Tool to Assess Risk of Bias in Cohort Studies , 2017 .

[55]  H. Pope,et al.  By how much will the proposed new DSM-5 criteria increase the prevalence of binge eating disorder? , 2012, The International journal of eating disorders.

[56]  C. Bulik,et al.  The heritability of eating disorders: methods and current findings. , 2011, Current topics in behavioral neurosciences.

[57]  John Gormally,et al.  The assessment of binge eating severity among obese persons. , 1982, Addictive behaviors.