A model for transgenerational imprinting variation in complex traits.
Despite the fact that genetic imprinting, i.e., differential expression of the same allele due to its different parental origins, plays a pivotal role in controlling complex traits or diseases, the origin, action and transmission mode of imprinted genes have still remained largely unexplored. We present a new strategy for studying these properties of genetic imprinting with a two-stage reciprocal F mating design, initiated with two contrasting inbred lines. This strategy maps quantitative trait loci that are imprinted (i.e., iQTLs) based on their segregation and transmission across different generations. By incorporating the allelic configuration of an iQTL genotype into a mixture model framework, this strategy provides a path to trace the parental origin of alleles from previous generations. The imprinting effects of iQTLs and their interactions with other traditionally defined genetic effects, expressed in different generations, are estimated and tested by implementing the EM algorithm. The strategy was used to map iQTLs responsible for survival time with four reciprocal F populations and test whether and how the detected iQTLs inherit their imprinting effects into the next generation. The new strategy will provide a tool for quantifying the role of imprinting effects in the creation and maintenance of phenotypic diversity and elucidating a comprehensive picture of the genetic architecture of complex traits and diseases.
Wang
Chenguang
C
Department of Statistics, University of Florida, Gainesville, Florida, USA.
Wang
Zhong
Z
Luo
Jiangtao
J
Li
Qin
Q
Li
Yao
Y
Ahn
Kwangmi
K
Prows
Daniel R
DR
Wu
Rongling
R
D000465:Algorithms; D003198:Computer Simulation; D018392:Genomic Imprinting / Q000235:genetics; D005838:Genotype; D016013:Likelihood Functions; D040641:Quantitative Trait Loci