Abstract
ABSTRACT: Multivariate Bayesian linear-threshold
models were used to estimate genetic parameters of
peri- and postnatal piglet survival and individual birth
weight of piglets reared under outdoor conditions. Data
of 21,835 individual piglet observations were available
from a 2-generation crossbreeding experiment selected
for direct and maternal genetic effects of postnatal piglet
survival on piglet and dam levels, respectively. In the
first generation, approximately one-half of the Landrace
sires used were selected for large or average breeding
values of maternal genetic effects on postnatal piglet
survival, whereas in the second generation the Large
White sires used were selected for direct genetic effects
of the same trait. Estimates of direct and maternal heritability
were 0.21 and 0.15, 0.24 and 0.14, and 0.36 and
0.28 for piglet survival at birth and during the nursing
period, and individual birth weight, respectively. In
particular, direct heritabilities are substantially larger
than those from the literature estimated for indoorreared
piglets, suggesting that genetic effects of these
traits are substantially greater under outdoor conditions.
Direct or maternal genetic correlations between
survival traits or with birth weight were small (ranging
from 0.06 to 0.17), indicating that peri- and postnatal
survival are genetically under rather different control,
and survival was only slightly positively influenced by
birth weight. There were significant (P < 0.05) negative
genetic correlations between direct and maternal
genetic effects within each of the analyzed traits ranging
from –0.36 to –0.45, which have to be considered
when selecting for piglet survival. Adjustment of traits
for litter size or inclusion of genetic groups showed insignificant
effects on the magnitude of the estimated
genetic parameters. The magnitude of genetic parameters
suggested that there is substantial potential for
genetic improvement of survival traits and birth weight
in direct and maternal genetic effects, especially when
piglets are kept under outdoor conditions.
Original language | English |
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Pages (from-to) | 1276 - 1285 |
Number of pages | 10 |
Journal | Journal of Animal Science |
Volume | 88 |
Issue number | 4 |
DOIs | |
Publication status | First published - 2010 |
Bibliographical note
10209371023378
Keywords
- Bayesian analysis
- Birth weight
- Genetic parameter
- Outdoor production system
- Piglet survival
- Threshold model