Milk coagulation properties are moderately heritable in dairy cows: a meta-analysis using the random-effects model.

IF 1.6 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Journal of Dairy Research Pub Date : 2023-08-01 Epub Date: 2023-08-17 DOI:10.1017/S0022029923000444
Navid Ghavi Hossein-Zadeh
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Abstract

This study aimed to conduct a meta-analysis using the random-effects model to merge published genetic parameter estimates for milk coagulation properties (MCP: comprising rennet coagulation time (RCT), curd-firming time (k20), curd firmness 30 min after rennet addition (a30), titrable acidity (TA) and milk acidity or pH) in dairy cows. Overall, 80 heritability estimates and 157 genetic correlations from 23 papers published between 1999 and 2020 were used. The heritability estimates for RCT, a30, k20, TA, and pH were 0.273, 0.303, 0.278, 0.189 and 0.276, respectively. The genetic correlation estimates between RCT-a30, RCT-pH, and RCT-TA were 0.842, 0.549 and -0.565, respectively. Genetic correlation estimates between RCT and production traits were generally low and ranged from -0.142 (between RCT and casein content) to 0.094 (between RCT and somatic cell score). Moderate and significant genetic correlations were observed between a30-pH (-0.396) and a30-TA (0.662). Also, the genetic correlation estimates between a30 and production traits were low to moderate and varied from -0.165 (between a30 and milk yield) to 0.481 (between a30 and casein content). Genetic correlation estimates between pH and production traits were low and varied from -0.190 (between pH and milk protein percentage) to 0.254 (between pH and somatic cell score). The results of this meta-analysis indicated the existence of additive genetic variation for MCP that could be used in genetic selection programs for dairy cows. Because of the moderate heritability of MCP and small genetic correlations with production traits, it could be possible to improve MCP with negligible correlated effects on production traits.

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牛奶凝结特性在奶牛中具有适度遗传性:一项使用随机效应模型的荟萃分析。
本研究旨在使用随机效应模型进行荟萃分析,合并已发表的奶牛乳汁凝固特性的遗传参数估计值(MCP:包括凝乳酶凝固时间(RCT)、凝乳凝固时间(k20)、添加凝乳酶后30分钟的凝乳硬度(a30)、可滴定酸度(TA)和乳汁酸度或pH)。总体而言,使用了1999年至2020年间发表的23篇论文中的80个遗传力估计值和157个遗传相关性。RCT、a30、k20、TA和pH的遗传力估计值分别为0.273、0.303、0.278、0.189和0.276。RCT-a30、RCT-pH和RCT-TA之间的遗传相关性估计值分别为0.842、0.549和-0.565。RCT和生产性状之间的遗传相关性估计值通常较低,范围为-0.142(RCT和酪蛋白含量之间)到0.094(RCT与体细胞评分之间)。在a30 pH(-0.396)和a30 TA(0.662)之间观察到中度和显著的遗传相关性。此外,a30与生产性状之间的遗传相关性估计值为低至中度,在-0.165(a30与产奶量之间)至0.481(a30和酪蛋白含量之间)之间变化。pH值和生产性状之间的遗传相关性估计值较低,从-0.190(pH值和乳蛋白百分比之间)到0.254(pH值与体细胞评分之间)不等。该荟萃分析结果表明MCP存在加性遗传变异,可用于奶牛的遗传选择程序。由于MCP的遗传力适中,与生产性状的遗传相关性较小,因此有可能在对生产性状的相关影响可忽略不计的情况下改良MCP。
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来源期刊
Journal of Dairy Research
Journal of Dairy Research 农林科学-奶制品与动物科学
CiteScore
3.80
自引率
4.80%
发文量
117
审稿时长
12-24 weeks
期刊介绍: The Journal of Dairy Research is an international Journal of high-standing that publishes original scientific research on all aspects of the biology, wellbeing and technology of lactating animals and the foods they produce. The Journal’s ability to cover the entire dairy foods chain is a major strength. Cross-disciplinary research is particularly welcomed, as is comparative lactation research in different dairy and non-dairy species and research dealing with consumer health aspects of dairy products. Journal of Dairy Research: an international Journal of the lactation sciences.
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