Article
Performance Gains in Genome-Wide Association Studies for Longitudinal Traits via Modeling Time-varied effects.
Scientific reports - 4 Apr 2017
Ning Chao, Kang Huimin, Zhou Lei, Wang Dan, Wang Haifei, Wang Aiguo, Fu Jinluan, Zhang Shengli, Liu Jianfeng
Abstract excerpt
Complex traits with multiple phenotypic values changing over time are called longitudinal traits. In traditional genome-wide association studies (GWAS) for longitudinal traits, a combined/averaged estimated breeding value (EBV) or deregressed proof (DRP) instead of multiple phenotypic measurements per se for each individual was frequently treated as response variable in statistical model. This can result in power...
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