Genetic liability to bipolar disorder and body mass index: A bidirectional two-sample Mendelian randomization study

被引:6
作者
Byg, Lars Meinertz [1 ,2 ]
Speed, Maria [1 ,2 ]
Speed, Doug [3 ]
Ostergaard, Soren Dinesen [1 ,2 ]
机构
[1] Aarhus Univ Hosp, Dept Affect Disorders, Psychiat, Palle Juul Jensens Blvd 175, DK-8200 Aarhus N, Denmark
[2] Aarhus Univ, Dept Clin Med, Aarhus, Denmark
[3] Aarhus Univ, Ctr Quantitat Genet & Genom, Aarhus, Denmark
关键词
bipolar disorder; body mass index; mendelian randomization analysis; obesity; GENOME-WIDE ASSOCIATION; LIFE EXPECTANCY; SCHIZOPHRENIA; BEHAVIOR; BIAS;
D O I
10.1111/bdi.13267
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
ObjectivesBipolar disorder is associated with increased body mass index (BMI), but it remains undetermined if this association is causal and, if so, in which direction it goes. Here, we sought to answer these questions using bidirectional two-sample Mendelian randomization, a method from genetic epidemiology that uses data from genome-wide association studies (GWAS) to examine whether a risk factor is causal for an outcome MethodsWe used summary statistics from GWAS of bipolar disorder and BMI conducted using data collected by the Psychiatric Genomics Consortium and the UK Biobank, respectively. The genetic instrument for bipolar disorder contained 53 SNPs and explained 0.5% of phenotypic variance, while the genetic instrument for BMI contained 517 SNPs and explained 7.1% of phenotypic variance ResultsOur findings suggest that genetic liability to bipolar disorder reduces BMI (slope from Egger regression = -0.195, p = 0.004). It follows that a twofold increase in the genetic liability to bipolar disorder leads to a 0.6 (kg/m(2)) reduction in BMI, predominantly driven by reduced fat mass. Conversely, we found no evidence that BMI causes changes in the risk of developing bipolar disorder ConclusionThe results of this study suggest that the increased BMI observed among individuals with bipolar disorder is not a direct consequence of genetic liability to bipolar disorder, but may more likely represent the sum of downstream correlates of manifest bipolar disorder, such as side effects of pharmacological treatment, poor diet, and sedentary lifestyle. As these factors are all modifiable, they can be targeted as part of clinical management
引用
收藏
页码:25 / 31
页数:7
相关论文
共 36 条
[1]   A global reference for human genetic variation [J].
Altshuler, David M. ;
Durbin, Richard M. ;
Abecasis, Goncalo R. ;
Bentley, David R. ;
Chakravarti, Aravinda ;
Clark, Andrew G. ;
Donnelly, Peter ;
Eichler, Evan E. ;
Flicek, Paul ;
Gabriel, Stacey B. ;
Gibbs, Richard A. ;
Green, Eric D. ;
Hurles, Matthew E. ;
Knoppers, Bartha M. ;
Korbel, Jan O. ;
Lander, Eric S. ;
Lee, Charles ;
Lehrach, Hans ;
Mardis, Elaine R. ;
Marth, Gabor T. ;
McVean, Gil A. ;
Nickerson, Deborah A. ;
Wang, Jun ;
Wilson, Richard K. ;
Boerwinkle, Eric ;
Doddapaneni, Harsha ;
Han, Yi ;
Korchina, Viktoriya ;
Kovar, Christie ;
Lee, Sandra ;
Muzny, Donna ;
Reid, Jeffrey G. ;
Zhu, Yiming ;
Chang, Yuqi ;
Feng, Qiang ;
Fang, Xiaodong ;
Guo, Xiaosen ;
Jian, Min ;
Jiang, Hui ;
Jin, Xin ;
Lan, Tianming ;
Li, Guoqing ;
Li, Jingxiang ;
Li, Yingrui ;
Liu, Shengmao ;
Liu, Xiao ;
Lu, Yao ;
Ma, Xuedi ;
Tang, Meifang ;
Wang, Bo .
NATURE, 2015, 526 (7571) :68-+
[2]  
[Anonymous], 2000, Diagnostic and statistical manual of mental disorders: DSM-IV-TR, DOI 10.1176/dsm10.1176/appi.books.9780890420249.dsm-iv-tr
[3]   Analysis of shared heritability in common disorders of the brain [J].
Anttila, Verneri ;
Bulik-Sullivan, Brendan ;
Finucane, Hilary K. ;
Walters, Raymond K. ;
Bras, Jose ;
Duncan, Laramie ;
Escott-Price, Valentina ;
Falcone, Guido J. ;
Gormley, Padhraig ;
Malik, Rainer ;
Patsopoulos, Nikolaos A. ;
Ripke, Stephan ;
Wei, Zhi ;
Yu, Dongmei ;
Lee, Phil H. ;
Turley, Patrick ;
Grenier-Boley, Benjamin ;
Chouraki, Vincent ;
Kamatani, Yoichiro ;
Berr, Claudine ;
Letenneur, Luc ;
Hannequin, Didier ;
Amouyel, Philippe ;
Boland, Anne ;
Deleuze, Jean-Francois ;
Duron, Emmanuelle ;
Vardarajan, Badri N. ;
Reitz, Christiane ;
Goate, Alison M. ;
Huentelman, Matthew J. ;
Kamboh, M. Ilyas ;
Larson, Eric B. ;
Rogaeva, Ekaterina ;
St George-Hyslop, Peter ;
Hakonarson, Hakon ;
Kukull, Walter A. ;
Farrer, Lindsay A. ;
Barnes, Lisa L. ;
Beach, Thomas G. ;
Demirci, F. Yesim ;
Head, Elizabeth ;
Hulette, Christine M. ;
Jicha, Gregory A. ;
Kauwe, John S. K. ;
Kaye, Jeffrey A. ;
Leverenz, James B. ;
Levey, Allan I. ;
Lieberman, Andrew P. ;
Pankratz, Vernon S. ;
Poon, Wayne W. .
SCIENCE, 2018, 360 (6395) :1313-+
[4]   Trends in the psychopharmacological treatment of bipolar disorder: a nationwide register-based study [J].
Bjorklund, Louise ;
Horsdal, Henriette Thisted ;
Mors, Ole ;
Ostergaard, Soren Dinesen ;
Gasse, Christiane .
ACTA NEUROPSYCHIATRICA, 2016, 28 (02) :75-84
[5]   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
[6]   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
[7]   Bias due to participant overlap in two-sample Mendelian randomization [J].
Burgess, Stephen ;
Davies, Neil M. ;
Thompson, Simon G. .
GENETIC EPIDEMIOLOGY, 2016, 40 (07) :597-608
[8]   The UK Biobank resource with deep phenotyping and genomic data [J].
Bycroft, Clare ;
Freeman, Colin ;
Petkova, Desislava ;
Band, Gavin ;
Elliott, Lloyd T. ;
Sharp, Kevin ;
Motyer, Allan ;
Vukcevic, Damjan ;
Delaneau, Olivier ;
O'Connell, Jared ;
Cortes, Adrian ;
Welsh, Samantha ;
Young, Alan ;
Effingham, Mark ;
McVean, Gil ;
Leslie, Stephen ;
Allen, Naomi ;
Donnelly, Peter ;
Marchini, Jonathan .
NATURE, 2018, 562 (7726) :203-+
[9]   The Genetics of the Mood Disorder Spectrum: Genome-wide Association Analyses of More Than 185,000 Cases and 439,000 Controls [J].
Coleman, Jonathan R., I ;
Gaspar, Helena A. ;
Bryois, Julien ;
Breen, Gerome .
BIOLOGICAL PSYCHIATRY, 2020, 88 (02) :169-184
[10]   Mental health in UK Biobank - development, implementation and results from an online questionnaire completed by 157 366 participants: a reanalysis [J].
Davis, Katrina A. S. ;
Coleman, Jonathan R. I. ;
Adams, Mark ;
Allen, Naomi ;
Breen, Gerome ;
Cullen, Breda ;
Dickens, Chris ;
Fox, Elaine ;
Graham, Nick ;
Holliday, Jo ;
Howard, Louise M. ;
John, Ann ;
Lee, William ;
McCabe, Rose ;
McIntosh, Andrew ;
Pearsall, Robert ;
Smith, Daniel J. ;
Sudlow, Cathie ;
Ward, Joey ;
Zammit, Stan ;
Hotopf, Matthew .
BJPSYCH OPEN, 2020, 6 (02)