Incorporating Polygenic Risk Scores in the ACE Twin Model to Estimate A-C Covariance

被引:14
作者
Dolan, Conor V. [1 ,4 ]
Huijskens, Roel C. A. [1 ]
Minica, Camelia C. [3 ,5 ]
Neale, Michael C. [1 ,2 ]
Boomsma, Dorret I. [1 ]
机构
[1] Vrije Univ Amsterdam, Dept Biol Psychol, Netherlands Twin Register, Transitorium 2B03,Boechorststr 7, NL-1081 BT Amsterdam, Netherlands
[2] Virginia Commonwealth Univ, Virginia Inst Psychiat & Behav Genet, 1-156,POB 980126, Richmond, VA 23298 USA
[3] Broad Inst MIT & Harvard, Stanley Ctr Psychiat Dis, Cambridge, MA 02142 USA
[4] Amsterdam Med Ctr, Amsterdam Publ Hlth Res Inst, Amsterdam, Netherlands
[5] Massachusetts Gen Hosp, Analyt & Translat Genet Unit, Boston, MA 02114 USA
关键词
Classical twin design; Polygenic risk scores; A-C covariance; Identification; Statistical power; GENE-ENVIRONMENT INTERPLAY; COMPONENTS; POWER; TRANSMISSION; PHENOTYPE; CHILDREN; DESIGN;
D O I
10.1007/s10519-020-10035-7
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
The assumption in the twin model that genotypic and environmental variables are uncorrelated is primarily made to ensure parameter identification, not because researchers necessarily think that these variables are uncorrelated. Although the biasing effects of such correlations are well understood, a method to estimate these parameters in the twin model would be useful. Here we explore the possibility of relaxing this assumption by adding polygenic scores to the (univariate) twin model. We demonstrate that this extension renders the additive genetic (A)-common environmental (C) covariance (sigma(AC)) identified. We study the statistical power to reject sigma(AC) = 0 in the ACE model and present the results of simulations.
引用
收藏
页码:237 / 249
页数:13
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