title: Estimation of genetic parameters related to eggshell strength using random regression models.
abstract: This study examined the changes in eggshell strength and the genetic parameters related to this trait throughout a hen's laying life using random regression. The data were collected from a crossbred population between 2011 and 2014, where the eggshell strength was determined repeatedly for 2260 hens. Using random regression models (RRMs), several Legendre polynomials were employed to estimate the fixed, direct genetic and permanent environment effects. The residual effects were treated as independently distributed with heterogeneous variance for each test week. The direct genetic variance was included with second-order Legendre polynomials and the permanent environment with third-order Legendre polynomials. The heritability of eggshell strength ranged from 0.26 to 0.43, the repeatability ranged between 0.47 and 0.69, and the estimated genetic correlations between test weeks was high at > 0.67. The first eigenvalue of the genetic covariance matrix accounted for about 97% of the sum of all the eigenvalues. The flexibility and statistical power of RRM suggest that this model could be an effective method to improve eggshell quality and to reduce losses due to cracked eggs in a breeding plan.
authors.affiliation: a Jiangsu Institute of Poultry Science , Hanjiang Distr. Yangzhou , China.
authors.forename: J
authors.initials: J
authors.lastname: Guo
authors.affiliation: a Jiangsu Institute of Poultry Science , Hanjiang Distr. Yangzhou , China.
authors.forename: M
authors.initials: M
authors.lastname: Ma
authors.affiliation: a Jiangsu Institute of Poultry Science , Hanjiang Distr. Yangzhou , China.
authors.forename: L
authors.initials: L
authors.lastname: Qu
authors.affiliation: a Jiangsu Institute of Poultry Science , Hanjiang Distr. Yangzhou , China.
authors.forename: M
authors.initials: M
authors.lastname: Shen
authors.affiliation: a Jiangsu Institute of Poultry Science , Hanjiang Distr. Yangzhou , China.
authors.forename: T
authors.initials: T
authors.lastname: Dou
authors.affiliation: a Jiangsu Institute of Poultry Science , Hanjiang Distr. Yangzhou , China.
authors.forename: K
authors.initials: K
authors.lastname: Wang
mesh_terms: D000818:Animals; D002645:Chickens / Q000235:genetics / Q000502:physiology*; D004528:Egg Shell / Q000502:physiology*; D005260:Female; D014644:Genetic Variation; D008957:Models, Genetic; D012044:Regression Analysis