泽西牛繁殖和产犊性状的遗传参数及全基因组关联分析。

IF 3.2 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE
Animals Pub Date : 2026-09-29 DOI:10.3390/ani16193059
Xubin Lu, Hao Zhu, Rui Cui, Huali Wu, Tianqi Zhao, Zhangping Yang
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引用次数: 0

摘要

研究了泽西牛不同生理阶段繁殖和产犊性状的遗传基础,并鉴定了潜在的候选基因。经质控,共有小母牛生殖性状记录2716份,产牛生殖性状记录2707份,产犊易度(CE)和犊牛初生重(CBW)记录5423份。从母体角度分析CE和CBW,并将记录分配到相应的水坝。使用AI-REML对DMU进行遗传参数估计,并采用动物、可重复性和双变量模型。采用混合线性模型对1578头基因型泽西牛的1,660,477个snp进行全基因组关联分析。首次服务年龄(AFS)和首次产犊年龄(AFC)的遗传力估计值分别为0.416和0.380,而多产奶牛的生殖性状估计值普遍较低(0.072 ~ 0.154)。产犊间隔(CI)与开盘价(DO)呈极显著正相关(0.781)。GWAS鉴定出5个与AFC、小母牛每胎服务数、CI和CE中大坝相关遗传变异相关的显著位点。候选基因包括PIK3C2G、DGKI、ABCC1、CCDC85A、CRMP1、EVC、EVC2。探索性KEGG富集提示可能参与磷脂酰肌醇信号、Hedgehog信号、ABC转运蛋白和肌醇磷酸代谢。总体而言,小母牛和多产母牛的生殖性状表现出明显的遗传特征,AFS和AFC表现出相对较大的遗传改良潜力。所确定的基因组区域为进一步验证和潜在的未来基因组育种应用提供了初步候选区域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Genetic Parameters and Genome-Wide Association Analysis of Reproductive and Calving Traits in Jersey Cattle.

This study characterized the genetic basis of reproductive and calving traits in Jersey cattle at different physiological stages and identified potential candidate genes. After quality control, 2716 records were available for heifer reproductive traits, 2707 for multiparous cow reproductive traits, and 5423 calving records for calving ease (CE) and calf birth weight (CBW). CE and CBW were analyzed from the maternal perspective, with records assigned to the corresponding dams. Genetic parameters were estimated using AI-REML in DMU with animal, repeatability, and bivariate models. Genome-wide association analyses were performed using a mixed linear model based on 1,660,477 SNPs from 1578 genotyped Jersey cattle. Heritability estimates for age at first service (AFS) and age at first calving (AFC) were 0.416 and 0.380, respectively, whereas estimates for reproductive traits in multiparous cows were generally low (0.072-0.154). Calving interval (CI) and days open (DO) showed a strong positive genetic correlation (0.781). GWAS identified five significant loci associated with AFC, number of services per conception in heifers, CI, and dam-associated genetic variation in CE. Candidate genes included PIK3C2G, DGKI, ABCC1, CCDC85A, CRMP1, EVC, and EVC2. Exploratory KEGG enrichment suggested potential involvement of phosphatidylinositol signaling, Hedgehog signaling, ABC transporters, and inositol phosphate metabolism. Overall, reproductive traits showed distinct genetic characteristics between heifers and multiparous cows, and AFS and AFC exhibited relatively greater potential for genetic improvement. The identified genomic regions provide preliminary candidates for further validation and potential future application in genomic breeding.

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来源期刊
Animals
Animals Agricultural and Biological Sciences-Animal Science and Zoology
CiteScore
4.90
自引率
16.70%
发文量
3015
审稿时长
20.52 days
期刊介绍: Animals (ISSN 2076-2615) is an international and interdisciplinary scholarly open access journal. It publishes original research articles, reviews, communications, and short notes that are relevant to any field of study that involves animals, including zoology, ethnozoology, animal science, animal ethics and animal welfare. However, preference will be given to those articles that provide an understanding of animals within a larger context (i.e., the animals'' interactions with the outside world, including humans). There is no restriction on the length of the papers. Our aim is to encourage scientists to publish their experimental and theoretical research in as much detail as possible. Full experimental details and/or method of study, must be provided for research articles. Articles submitted that involve subjecting animals to unnecessary pain or suffering will not be accepted, and all articles must be submitted with the necessary ethical approval (please refer to the Ethical Guidelines for more information).
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