R. Quintanilla et al., Maternal animal model with correlation between maternal environmental effects of related dams, J ANIM SCI, 77(11), 1999, pp. 2904-2917
A procedure to take into account the nongenetic relationship between matern
al effects in adjacent generations is presented. It considers a correlation
between maternal environments provided by a dam and its daughters (lambda)
. The dispersion structure of the maternal animal model was modified to inc
lude a correlation matrix (E) that relates the maternal permanent environme
ntal effects. The structures of the E matrix and its inverse (E-1) are desc
ribed. Both matrices are completely defined by the correlation coefficient
lambda. An algorithm to compute these matrices from pedigree information wa
s also developed. Furthermore, a Bayesian analysis of this model including
the lambda parameter was developed using Gibbs sampling, with Metropolis st
eps for the nonstandard conditional distributions. With simulated data, the
proposed model reduced the bias in all estimates of dispersion parameters
when an antagonism between the maternal effects received by a daughter and
its future maternal environment existed. This model also provides an estima
te of the environment relationship between the maternal effects of dams and
daughters by the lambda parameter. The same Bayesian analysis was also car
ried out with weaning weight data of the Bruna dels Pirineus breed. The pos
terior means (standard deviation) of(co)variance ratios were .214 (.081) fo
r direct heritability (h(d)(2)), .107 (.033) for maternal heritability (h(m
)(2)), .047 (.020) for the proportion of variance due to maternal environme
ntal effects (C-m(2)), and -.034 (.043)for the genetic correlation between
direct and maternal effects (Tdm) The posterior mean of lambda parameter wa
s -.190, and 76% of its marginal posterior distribution took negative value
s. As occurred with simulated data, considering the maternal environmental
correlation in the analysis implied higher h(m)(2) estimates, lower c(m)(2)
and h(d)(2) estimates, and less negative values for the marginal posterior
distribution of r(dm). These results were considered as evidence of the en
vironmental antagonism between maternal effects provided by a dam and its d
aughters to weaning weight of their progeny in the Bruna dels Pirineus bree
d.