基于基因组和转录组学分析的荷斯坦牛阴道分泌物评分相关的遗传参数和基因组区域及候选基因鉴定

IF 4.7 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Journal of Dairy Science Pub Date : 2025-06-01 Epub Date: 2025-03-04 DOI:10.3168/jds.2024-25637
Junxing Zhang , Liyun Han , Hui Sheng , Hailiang Zhang , Luiz F. Brito , Shanshan Li , Guoshang Ji , Xingang Dan , Bei Cai , Yamei Hu , Yachun Wang , Yun Ma
{"title":"基于基因组和转录组学分析的荷斯坦牛阴道分泌物评分相关的遗传参数和基因组区域及候选基因鉴定","authors":"Junxing Zhang ,&nbsp;Liyun Han ,&nbsp;Hui Sheng ,&nbsp;Hailiang Zhang ,&nbsp;Luiz F. Brito ,&nbsp;Shanshan Li ,&nbsp;Guoshang Ji ,&nbsp;Xingang Dan ,&nbsp;Bei Cai ,&nbsp;Yamei Hu ,&nbsp;Yachun Wang ,&nbsp;Yun Ma","doi":"10.3168/jds.2024-25637","DOIUrl":null,"url":null,"abstract":"<div><div>A healthy uterine environment is essential for establishing and maintaining pregnancy and normal embryo development after insemination. In this context, the primary objectives of this study were to assess the genetic background of vaginal discharge score (VDS) traits during the voluntary waiting period in Holstein cows and to identify genomic regions and candidate genes influencing postpartum uterine health based on the integration of phenotypic, genomic, and transcriptomic datasets. Genetic parameters of 5 VDS traits defined according to lactation stage (VDS1, VDS2, VDS3, VDS4, and VDS5) were estimated based on VDS records from 64,241 Holstein cows that calved between 2019 and 2023 and genomic information from 2,489 cows. The GWAS were performed aiming to identify genomic regions associated with VDS traits. Differentially expressed genes and modular genes were obtained through RNA sequencing (RNA-seq) data of uterine secretion from 6 healthy and 6 diseased cows. The VDS traits had low-h<sup>2</sup> estimates ranging from 0.006 ± 0.002 to 0.081 ± 0.011. Among the VDS traits, there were relatively strong genetic correlations between VDS1 (0–14 DIM) and metritis (0.678–0.763), as well as VDS3 (29–55 DIM) and endometritis (0.579–0.628). A total of 190 genes harboring 32 significant SNPs were identified as candidate genes regulating VDS in primiparous cows. The candidate genes identified were significantly enriched for pathways involved in cytokine-cytokine receptor interaction, mitogen-activated protein kinase signaling, and oxytocin signaling. Based on RNA-seq data of uterine secretions, 2,803 differentially expressed genes and 3,570 modular genes were identified. Furthermore, 7 genes were identified based on GWAS, differential gene expression, and weighted gene coexpression network analysis. The <em>VSTM1</em>, <em>IL10RA</em>, <em>FXYD5</em>, <em>C2CD5</em>, <em>CETN4</em>, <em>ALS2CL</em>, and <em>PBX1</em> genes were considered to be the most promising candidate genes influencing postpartum uterine health in Holstein cows. This study provides novel insights on the genetic background of postpartum uterine health in Holstein cows. The results obtained can contribute to further refinements of selection indexes for improving uterine health and fertility in dairy cattle.</div></div>","PeriodicalId":354,"journal":{"name":"Journal of Dairy Science","volume":"108 6","pages":"Pages 6077-6098"},"PeriodicalIF":4.7000,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Genetic parameters and identification of genomic regions and candidate genes associated with vaginal discharge score in Holstein cattle based on genomic and transcriptomic analyses\",\"authors\":\"Junxing Zhang ,&nbsp;Liyun Han ,&nbsp;Hui Sheng ,&nbsp;Hailiang Zhang ,&nbsp;Luiz F. Brito ,&nbsp;Shanshan Li ,&nbsp;Guoshang Ji ,&nbsp;Xingang Dan ,&nbsp;Bei Cai ,&nbsp;Yamei Hu ,&nbsp;Yachun Wang ,&nbsp;Yun Ma\",\"doi\":\"10.3168/jds.2024-25637\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>A healthy uterine environment is essential for establishing and maintaining pregnancy and normal embryo development after insemination. In this context, the primary objectives of this study were to assess the genetic background of vaginal discharge score (VDS) traits during the voluntary waiting period in Holstein cows and to identify genomic regions and candidate genes influencing postpartum uterine health based on the integration of phenotypic, genomic, and transcriptomic datasets. Genetic parameters of 5 VDS traits defined according to lactation stage (VDS1, VDS2, VDS3, VDS4, and VDS5) were estimated based on VDS records from 64,241 Holstein cows that calved between 2019 and 2023 and genomic information from 2,489 cows. The GWAS were performed aiming to identify genomic regions associated with VDS traits. Differentially expressed genes and modular genes were obtained through RNA sequencing (RNA-seq) data of uterine secretion from 6 healthy and 6 diseased cows. The VDS traits had low-h<sup>2</sup> estimates ranging from 0.006 ± 0.002 to 0.081 ± 0.011. Among the VDS traits, there were relatively strong genetic correlations between VDS1 (0–14 DIM) and metritis (0.678–0.763), as well as VDS3 (29–55 DIM) and endometritis (0.579–0.628). A total of 190 genes harboring 32 significant SNPs were identified as candidate genes regulating VDS in primiparous cows. The candidate genes identified were significantly enriched for pathways involved in cytokine-cytokine receptor interaction, mitogen-activated protein kinase signaling, and oxytocin signaling. Based on RNA-seq data of uterine secretions, 2,803 differentially expressed genes and 3,570 modular genes were identified. Furthermore, 7 genes were identified based on GWAS, differential gene expression, and weighted gene coexpression network analysis. The <em>VSTM1</em>, <em>IL10RA</em>, <em>FXYD5</em>, <em>C2CD5</em>, <em>CETN4</em>, <em>ALS2CL</em>, and <em>PBX1</em> genes were considered to be the most promising candidate genes influencing postpartum uterine health in Holstein cows. This study provides novel insights on the genetic background of postpartum uterine health in Holstein cows. The results obtained can contribute to further refinements of selection indexes for improving uterine health and fertility in dairy cattle.</div></div>\",\"PeriodicalId\":354,\"journal\":{\"name\":\"Journal of Dairy Science\",\"volume\":\"108 6\",\"pages\":\"Pages 6077-6098\"},\"PeriodicalIF\":4.7000,\"publicationDate\":\"2025-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Dairy Science\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0022030225001341\",\"RegionNum\":1,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/3/4 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q1\",\"JCRName\":\"AGRICULTURE, DAIRY & ANIMAL SCIENCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Dairy Science","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0022030225001341","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/3/4 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"AGRICULTURE, DAIRY & ANIMAL SCIENCE","Score":null,"Total":0}
引用次数: 0

摘要

健康的子宫环境是建立和维持妊娠和受精后胚胎正常发育的必要条件。在此背景下,本研究的主要目的是评估自愿等待期荷斯坦奶牛阴道分泌物评分(VDS)性状的遗传背景,并基于表型、基因组和转录组数据集的整合,确定影响产后子宫健康的基因组区域和候选基因。根据2019年至2023年间产犊的64241头荷斯坦奶牛的VDS记录和2489头奶牛的基因组信息,估计了根据泌乳期定义的5种VDS性状(VDS1、VDS2、VDS3、VDS4和VDS5)的遗传参数。全基因组关联研究(GWAS)旨在确定与VDS性状相关的基因组区域。通过6头健康奶牛和6头病奶牛子宫分泌物的RNA-seq数据,获得差异表达基因和模块化基因。VDS性状遗传力较低,估计范围为0.006±0.002 ~ 0.081±0.011。VDS性状中,VDS1 (0 ~ 14 DIM)与子宫炎(0.678 ~ 0.763)、VDS3 (29 ~ 55 DIM)与子宫内膜炎(0.579 ~ 0.628)具有较强的遗传相关性。共鉴定出包含32个显著snp的190个基因作为调控奶牛VDS的候选基因。所鉴定的候选基因在细胞因子-细胞因子受体相互作用、MAPK信号和催产素信号通路中显著富集。根据子宫分泌物的RNA-seq数据,鉴定出2803个差异表达基因和3570个模块化基因。通过GWAS、差异基因表达和加权基因共表达网络分析,鉴定出7个基因。VSTM1、IL10RA、FXYD5、C2CD5、CETN4、ALS2CL和PBX1基因被认为是影响荷斯坦奶牛产后子宫健康的最有希望的候选基因。本研究为荷斯坦奶牛产后子宫健康的遗传背景提供了新的见解。研究结果有助于进一步完善奶牛子宫健康和生育能力的选择指标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Genetic parameters and identification of genomic regions and candidate genes associated with vaginal discharge score in Holstein cattle based on genomic and transcriptomic analyses
A healthy uterine environment is essential for establishing and maintaining pregnancy and normal embryo development after insemination. In this context, the primary objectives of this study were to assess the genetic background of vaginal discharge score (VDS) traits during the voluntary waiting period in Holstein cows and to identify genomic regions and candidate genes influencing postpartum uterine health based on the integration of phenotypic, genomic, and transcriptomic datasets. Genetic parameters of 5 VDS traits defined according to lactation stage (VDS1, VDS2, VDS3, VDS4, and VDS5) were estimated based on VDS records from 64,241 Holstein cows that calved between 2019 and 2023 and genomic information from 2,489 cows. The GWAS were performed aiming to identify genomic regions associated with VDS traits. Differentially expressed genes and modular genes were obtained through RNA sequencing (RNA-seq) data of uterine secretion from 6 healthy and 6 diseased cows. The VDS traits had low-h2 estimates ranging from 0.006 ± 0.002 to 0.081 ± 0.011. Among the VDS traits, there were relatively strong genetic correlations between VDS1 (0–14 DIM) and metritis (0.678–0.763), as well as VDS3 (29–55 DIM) and endometritis (0.579–0.628). A total of 190 genes harboring 32 significant SNPs were identified as candidate genes regulating VDS in primiparous cows. The candidate genes identified were significantly enriched for pathways involved in cytokine-cytokine receptor interaction, mitogen-activated protein kinase signaling, and oxytocin signaling. Based on RNA-seq data of uterine secretions, 2,803 differentially expressed genes and 3,570 modular genes were identified. Furthermore, 7 genes were identified based on GWAS, differential gene expression, and weighted gene coexpression network analysis. The VSTM1, IL10RA, FXYD5, C2CD5, CETN4, ALS2CL, and PBX1 genes were considered to be the most promising candidate genes influencing postpartum uterine health in Holstein cows. This study provides novel insights on the genetic background of postpartum uterine health in Holstein cows. The results obtained can contribute to further refinements of selection indexes for improving uterine health and fertility in dairy cattle.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Journal of Dairy Science
Journal of Dairy Science 农林科学-奶制品与动物科学
CiteScore
7.90
自引率
17.10%
发文量
784
审稿时长
4.2 months
期刊介绍: The official journal of the American Dairy Science Association®, Journal of Dairy Science® (JDS) is the leading peer-reviewed general dairy research journal in the world. JDS readers represent education, industry, and government agencies in more than 70 countries with interests in biochemistry, breeding, economics, engineering, environment, food science, genetics, microbiology, nutrition, pathology, physiology, processing, public health, quality assurance, and sanitation.
期刊最新文献
Invited review: The expanding dairy-beef calf industry-Challenges and opportunities in prefeedlot nutrition, health, and welfare Optimizing cream ripening conditions for high-fat butter with improved textural properties Increasing gonadorelin hydrochloride dose at the first GnRH of breeding Ovsynch enhances luteinizing hormone release, ovulatory response, and pregnancy in first-service lactating dairy cows. Explaining trends in Bulk Milk Somatic Cell Count from dairy herds in the Netherlands from 2018 - 2023. Not your average dairy farmer: Clustering dairy farmers of Western Canada and Ontario based on management practices and well-being.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1