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生长阶段肉牛小母牛恢复力指标的遗传参数及其与体重、繁殖性能、犊牛性能和断奶前存活率的关联

Genetic Parameters of Resilience Indicators Across Growth in Beef Heifers and Their Associations With Weight, Reproduction, Calf Performance and Pre-Weaning Survival.

作者信息

Rodrigues Gustavo R D, Valente Júlia P S, Rezende Vanessa T, Araújo Luis F C, Silvaneto João B, Mota Lúcio F M, Santana Mário L, Canesin Roberta C, Bonilha Sarah F M, Albuquerque Lucia G, Mercadante Maria E Z, Cyrillo Joslaine N S G

机构信息

School of Agriculture and Veterinary Science, São Paulo State University, Jaboticabal, São Paulo, Brazil.

Beef Cattle Research Center, Institute of Animal Science, Sertãozinho, São Paulo, Brazil.

出版信息

J Anim Breed Genet. 2025 Jun 23. doi: 10.1111/jbg.70001.

Abstract

In tropical extensive beef cattle systems, heifers raised on pasture are exposed to various environmental challenges that affect their growth and reproductive performance during the first breeding. Resilience indicators derived from deviations in longitudinal traits can quantify the magnitude of these challenges and the ability of an animal to recover after disturbances. Hence, this study aimed to estimate genetic parameters for resilience indicators derived from weight deviations across growth in Nellore heifers, and their genetic correlations with yearling weight (YW), reproductive traits, calf performance and pre-weaning survival (PWS). Phenotypic records were available for 3072 heifers, while 3226 animals were genotyped with 383,856 SNP markers (after quality control). A total of 30,720 weight records were used for growth curve modelling across three developmental phases: yearling, first breeding and first calf weaning. The resilience indicators derived and analysed were as follows: (i) natural logarithm of residual variance (LnVar); (ii) lag autocorrelation of residuals (r); and (iii) skewness of residuals. The weight, reproductive, calf performance and survival traits analysed were as follows: YW, weight at the beginning of the breeding season (WBS), heifer pregnancy (HP), calves birth weight (BW), calves weaning weight (WW), calves average daily gain from birth to weaning (ADG) and PWS. Genetic parameters were estimated using the ssGBLUP method under a Bayesian framework. Heritability estimates (h) were highest for LnVar, ranging from 0.32 ± 0.03 (calf weaning) to 0.42 ± 0.03 (breeding). Moderate h values were observed for r (0.22 ± 0.03 to 0.29 ± 0.03), whereas skewness had low heritability (0.08 ± 0.02 to 0.13 ± 0.02). Genetic correlations (r) between LnVar and weight traits were unfavourable. In contrast, r exhibited favourable correlations with YW (-0.29 ± 0.08 to -0.50 ± 0.08). LnVar at breeding showed favourable and moderate r with HP (-0.37 ± 0.10). All resilience indicators were favourably correlated with PWS, with the strongest estimate observed for LnVar at calf weaning (-0.28 ± 0.15). These findings provide novel insights into the genetic basis of resilience in growing beef heifers. LnVar and r, in particular, emerge as promising traits for selecting animals better adapted to environmental variability. Additionally, favourable genetic correlations with fertility and survival traits suggest that more resilient heifers are more likely to become pregnant during their first breeding season and raise calves with higher survival rates until weaning.

摘要

在热带粗放型肉牛养殖系统中,在牧场上饲养的小母牛在首次配种期间会面临各种环境挑战,这些挑战会影响它们的生长和繁殖性能。从纵向性状偏差得出的恢复力指标可以量化这些挑战的程度以及动物在受到干扰后恢复的能力。因此,本研究旨在估计内洛尔小母牛生长过程中体重偏差得出的恢复力指标的遗传参数,以及它们与周岁体重(YW)、繁殖性状、犊牛性能和断奶前存活率(PWS)的遗传相关性。有3072头小母牛的表型记录,而3226头动物用383,856个单核苷酸多态性(SNP)标记进行了基因分型(质量控制后)。共有30,720条体重记录用于三个发育阶段的生长曲线建模:周岁、首次配种和首次犊牛断奶。得出并分析的恢复力指标如下:(i)残差方差的自然对数(LnVar);(ii)残差的滞后自相关(r);以及(iii)残差的偏度。分析的体重、繁殖、犊牛性能和存活性状如下:YW、配种季节开始时的体重(WBS)、小母牛怀孕率(HP)、犊牛出生体重(BW)、犊牛断奶体重(WW)、犊牛从出生到断奶的平均日增重(ADG)和PWS。在贝叶斯框架下使用ssGBLUP方法估计遗传参数。LnVar的遗传力估计值(h)最高,范围从0.32±0.03(犊牛断奶)到0.42±0.03(配种)。r的h值适中(0.22±0.03至0.29±0.03),而偏度的遗传力较低(0.08±0.02至0.13±0.02)。LnVar与体重性状之间的遗传相关性不利。相比之下,r与YW表现出有利的相关性(-0.29±0.08至-0.50±0.08)。配种时的LnVar与HP表现出有利且适中的r(-0.37±0.10)。所有恢复力指标与PWS均呈有利相关,犊牛断奶时LnVar的估计相关性最强(-0.28±0.15)。这些发现为生长中的肉牛小母牛恢复力的遗传基础提供了新的见解。特别是LnVar和r,成为选择更能适应环境变化的动物的有前景的性状。此外,与繁殖力和存活性状的有利遗传相关性表明,恢复力更强的小母牛在其第一个配种季节更有可能怀孕,并养育存活率更高的犊牛直至断奶。

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