通过贝叶斯推断分析德卡尼绵羊生长性状的附加效应和母性效应的影响

IF 1.6 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE
Yogesh B. Kandalkar , Yogesh C. Bangar , Poonam , Rakesh Nehra , Ravindranath G. Nimase
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引用次数: 0

摘要

本研究旨在利用贝叶斯推断法估算德卡尼羊生长性状的遗传参数。数据集包括 2011 年至 2020 年间 127 位父亲和 836 位母亲所生的 2590 只德加尼羊的血统信息和生长性状记录。考虑的生长性状包括出生体重(BWT)、断奶体重(WWT)以及6个月龄(SWT)、9个月龄(NWT)和12个月龄(YWT)时的体重。遗传评估采用了六个单变量动物模型,包括直接效应和母本效应,通过 THRGIBBS1F90 和 POSTGIBBSF90 程序实施。分析中调整的固定因素包括出生年份、羔羊性别、产羔季节以及母畜产羔时的年龄和体重。在最佳模型下,贝叶斯估计的直接遗传率显示,BWT、WWT、SWT、NWT 和 YWT 性状的直接遗传率分别为 0.14±0.05、0.13±0.01、0.20±0.04、0.15±0.06 和 0.18±0.05。相应的母本遗传力估计值分别为 0.07±0.02、0.08±0.01、0.02±0.01、0.10±0.02 和 0.17±0.06。加性遗传效应与母本遗传效应之间的负遗传相关性为-0.99至-0.70,而母本永久环境影响可忽略不计。生长性状之间的正相关和中高遗传相关表明它们之间存在潜在的关系。这些研究结果表明,基于WWT进行选育是可行的,因为WWT是在生命早期测量的,而且与其他体重特别是SWT性状有很高的相关性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Influence of additive and maternal effects on growth traits in Deccani sheep through Bayesian inference
The aim of this study was to estimate genetic parameters for growth traits in Deccani sheep using Bayesian inference. A dataset comprising pedigree information and growth trait records from 2590 Deccani animals, born to 127 sires and 836 dams between 2011 and 2020, was analyzed. The growth traits considered included birth weight (BWT), weaning weight (WWT), and weights at six (SWT), nine (NWT), and twelve (YWT) months of age. Genetic evaluation employed six univariate animal models incorporating direct and maternal effects, implemented through THRGIBBS1F90 and POSTGIBBSF90 programs. Fixed factors adjusted in the analysis included year of birth, sex of lamb, season of lambing, and dam’s age and weight at lambing. Bayesian estimates of direct heritability, under the best model, revealed values of 0.14±0.05, 0.13±0.01, 0.20±0.04, 0.15±0.06, and 0.18±0.05 for BWT, WWT, SWT, NWT, and YWT traits, respectively. Corresponding maternal heritability estimates were 0.07±0.02, 0.08±0.01, 0.02±0.01, 0.10±0.02, and 0.17±0.06. Negative genetic correlations between additive and maternal genetic effects ranged from -0.99 to -0.70, while maternal permanent environmental influences were negligible. Positive and moderate to high genetic correlations among growth traits suggest potential relationships between them. These findings suggested selection based on WWT because it is measured early in life, and has high correlation with other body weight especially SWT trait.
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来源期刊
Small Ruminant Research
Small Ruminant Research 农林科学-奶制品与动物科学
CiteScore
3.10
自引率
11.10%
发文量
210
审稿时长
12.5 weeks
期刊介绍: Small Ruminant Research publishes original, basic and applied research articles, technical notes, and review articles on research relating to goats, sheep, deer, the New World camelids llama, alpaca, vicuna and guanaco, and the Old World camels. Topics covered include nutrition, physiology, anatomy, genetics, microbiology, ethology, product technology, socio-economics, management, sustainability and environment, veterinary medicine and husbandry engineering.
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