{"title":"中国荷斯坦牛基因组多样性及体象性状全基因组关联研究。","authors":"Jinpeng Wang, Yaran Zhang, Chunhong Yang, Zhihua Ju, Yao Xiao, Qiang Jiang, Wenhao Liu, Xiuge Wang, Xiaochao Wei, Yaping Gao, Xiuxin Zhao, Lingling Wang, Yundong Gao, Jianbin Li, Jinming Huang","doi":"10.1186/s12864-025-12002-0","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The genomic diversity of Chinese Holstein cattle remains insufficiently characterized, and the identification of genes associated with body conformation traits is still limited. In this study, we aimed to explore the genome-wide diversity and population structure, and to identify candidate genes associated with 20 body conformation traits in Chinese Holstein cattle from six farms using the GGP Bovine 50 K single nucleotide polymorphism (SNP) chip.</p><p><strong>Results: </strong>We analyzed runs of homozygosity and population admixture across farms and observed genetic diversity differences among herds. A genome-wide association study identified 21 significant SNPs linked to five body conformation traits. Notably, a missense mutation in TJP1 (BovineHD2100008355) was associated with foot heel depth. Ten SNPs within intronic regions of genes such as GABRG3, NEGR1, and CDH2 were associated with various udder and leg traits. The remaining ten SNPs were located in intergenic regions and influenced transcription factor binding sites. Among them, BovineHD2100013266, BovineHD0500004109, and BTB-00042676 were shown to regulate transcriptional activity through dual-luciferase reporter assays.</p><p><strong>Conclusions: </strong>Our findings offer valuable insights for managing genetic inbreeding in cattle farms, enhancing the understanding of the genetic architecture underlying body conformation traits in Holstein cattle, and accelerating the genomic selection process in Chinese Holsteins.</p>","PeriodicalId":9030,"journal":{"name":"BMC Genomics","volume":"26 1","pages":"811"},"PeriodicalIF":3.7000,"publicationDate":"2025-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12465292/pdf/","citationCount":"0","resultStr":"{\"title\":\"Genomic diversity in Chinese Holstein cattle and genome-wide association study for body conformation traits.\",\"authors\":\"Jinpeng Wang, Yaran Zhang, Chunhong Yang, Zhihua Ju, Yao Xiao, Qiang Jiang, Wenhao Liu, Xiuge Wang, Xiaochao Wei, Yaping Gao, Xiuxin Zhao, Lingling Wang, Yundong Gao, Jianbin Li, Jinming Huang\",\"doi\":\"10.1186/s12864-025-12002-0\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>The genomic diversity of Chinese Holstein cattle remains insufficiently characterized, and the identification of genes associated with body conformation traits is still limited. In this study, we aimed to explore the genome-wide diversity and population structure, and to identify candidate genes associated with 20 body conformation traits in Chinese Holstein cattle from six farms using the GGP Bovine 50 K single nucleotide polymorphism (SNP) chip.</p><p><strong>Results: </strong>We analyzed runs of homozygosity and population admixture across farms and observed genetic diversity differences among herds. A genome-wide association study identified 21 significant SNPs linked to five body conformation traits. Notably, a missense mutation in TJP1 (BovineHD2100008355) was associated with foot heel depth. Ten SNPs within intronic regions of genes such as GABRG3, NEGR1, and CDH2 were associated with various udder and leg traits. The remaining ten SNPs were located in intergenic regions and influenced transcription factor binding sites. Among them, BovineHD2100013266, BovineHD0500004109, and BTB-00042676 were shown to regulate transcriptional activity through dual-luciferase reporter assays.</p><p><strong>Conclusions: </strong>Our findings offer valuable insights for managing genetic inbreeding in cattle farms, enhancing the understanding of the genetic architecture underlying body conformation traits in Holstein cattle, and accelerating the genomic selection process in Chinese Holsteins.</p>\",\"PeriodicalId\":9030,\"journal\":{\"name\":\"BMC Genomics\",\"volume\":\"26 1\",\"pages\":\"811\"},\"PeriodicalIF\":3.7000,\"publicationDate\":\"2025-09-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12465292/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"BMC Genomics\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1186/s12864-025-12002-0\",\"RegionNum\":2,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BIOTECHNOLOGY & APPLIED MICROBIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Genomics","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1186/s12864-025-12002-0","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
Genomic diversity in Chinese Holstein cattle and genome-wide association study for body conformation traits.
Background: The genomic diversity of Chinese Holstein cattle remains insufficiently characterized, and the identification of genes associated with body conformation traits is still limited. In this study, we aimed to explore the genome-wide diversity and population structure, and to identify candidate genes associated with 20 body conformation traits in Chinese Holstein cattle from six farms using the GGP Bovine 50 K single nucleotide polymorphism (SNP) chip.
Results: We analyzed runs of homozygosity and population admixture across farms and observed genetic diversity differences among herds. A genome-wide association study identified 21 significant SNPs linked to five body conformation traits. Notably, a missense mutation in TJP1 (BovineHD2100008355) was associated with foot heel depth. Ten SNPs within intronic regions of genes such as GABRG3, NEGR1, and CDH2 were associated with various udder and leg traits. The remaining ten SNPs were located in intergenic regions and influenced transcription factor binding sites. Among them, BovineHD2100013266, BovineHD0500004109, and BTB-00042676 were shown to regulate transcriptional activity through dual-luciferase reporter assays.
Conclusions: Our findings offer valuable insights for managing genetic inbreeding in cattle farms, enhancing the understanding of the genetic architecture underlying body conformation traits in Holstein cattle, and accelerating the genomic selection process in Chinese Holsteins.
期刊介绍:
BMC Genomics is an open access, peer-reviewed journal that considers articles on all aspects of genome-scale analysis, functional genomics, and proteomics.
BMC Genomics is part of the BMC series which publishes subject-specific journals focused on the needs of individual research communities across all areas of biology and medicine. We offer an efficient, fair and friendly peer review service, and are committed to publishing all sound science, provided that there is some advance in knowledge presented by the work.