Wonseok Shin, Seyoung Mun, Songmi Kim, Byung Sun Yu, Kornsorn Srikulnath, Kung Ahn, Kyudong Han
{"title":"将mirna与QTL结合用于奶牛产奶及繁殖相关性状的鉴定。","authors":"Wonseok Shin, Seyoung Mun, Songmi Kim, Byung Sun Yu, Kornsorn Srikulnath, Kung Ahn, Kyudong Han","doi":"10.1007/s13258-025-01650-x","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Dairy cattle are economically important animal resources contributing to human health and well-being by providing nutritious milk and other products. Non-coding RNAs are involved in biological processes, regulating gene expressions at the levels of messenger. However, the effects on miRNA expression and their function in dairy cattle are still unclear.</p><p><strong>Objective: </strong>We aimed to understand better miRNA expressions associated with milk and reproduction quantitative trait loci (QTLs) and their locations in dairy cattle.</p><p><strong>Methods: </strong>In this study, miRNA profiling was performed in blood samples collected from three non-pregnant cows using the Illumina HiSeq 2500 platform. The expression levels of miRNAs were estimated by miRDeep2 and QTLs associated with milk and reproduction were identified using cattleQTLdb. Functional enrichment analysis was performed to determine biological functions or pathways using DAVID.</p><p><strong>Results: </strong>In total, 406 known and 562 novel expressed miRNAs were identified in three dairy cattle using miRDeep2. A total of 27,652 and 31,064 QTLs associated with milk and reproduction traits were identified by QTL mapping for known and novel miRNAs, respectively. Of these, 1835 and 1020 miRNAs were related to milk and reproduction traits, respectively.</p><p><strong>Conclusion: </strong>Our study provides a basis for further research to understand the miRNA expressions in dairy cattle and their role in milk and reproduction traits. We suggest that miRNAs may be helpful as biomarkers for improving milk and reproduction traits in dairy cattle through genetic selection.</p>","PeriodicalId":12675,"journal":{"name":"Genes & genomics","volume":" ","pages":""},"PeriodicalIF":1.6000,"publicationDate":"2025-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Integrating miRNAs with QTL for identification of milk and reproduction related traits in dairy cattle.\",\"authors\":\"Wonseok Shin, Seyoung Mun, Songmi Kim, Byung Sun Yu, Kornsorn Srikulnath, Kung Ahn, Kyudong Han\",\"doi\":\"10.1007/s13258-025-01650-x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Dairy cattle are economically important animal resources contributing to human health and well-being by providing nutritious milk and other products. Non-coding RNAs are involved in biological processes, regulating gene expressions at the levels of messenger. However, the effects on miRNA expression and their function in dairy cattle are still unclear.</p><p><strong>Objective: </strong>We aimed to understand better miRNA expressions associated with milk and reproduction quantitative trait loci (QTLs) and their locations in dairy cattle.</p><p><strong>Methods: </strong>In this study, miRNA profiling was performed in blood samples collected from three non-pregnant cows using the Illumina HiSeq 2500 platform. The expression levels of miRNAs were estimated by miRDeep2 and QTLs associated with milk and reproduction were identified using cattleQTLdb. Functional enrichment analysis was performed to determine biological functions or pathways using DAVID.</p><p><strong>Results: </strong>In total, 406 known and 562 novel expressed miRNAs were identified in three dairy cattle using miRDeep2. A total of 27,652 and 31,064 QTLs associated with milk and reproduction traits were identified by QTL mapping for known and novel miRNAs, respectively. Of these, 1835 and 1020 miRNAs were related to milk and reproduction traits, respectively.</p><p><strong>Conclusion: </strong>Our study provides a basis for further research to understand the miRNA expressions in dairy cattle and their role in milk and reproduction traits. We suggest that miRNAs may be helpful as biomarkers for improving milk and reproduction traits in dairy cattle through genetic selection.</p>\",\"PeriodicalId\":12675,\"journal\":{\"name\":\"Genes & genomics\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":1.6000,\"publicationDate\":\"2025-06-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Genes & genomics\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1007/s13258-025-01650-x\",\"RegionNum\":4,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Genes & genomics","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1007/s13258-025-01650-x","RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
Integrating miRNAs with QTL for identification of milk and reproduction related traits in dairy cattle.
Background: Dairy cattle are economically important animal resources contributing to human health and well-being by providing nutritious milk and other products. Non-coding RNAs are involved in biological processes, regulating gene expressions at the levels of messenger. However, the effects on miRNA expression and their function in dairy cattle are still unclear.
Objective: We aimed to understand better miRNA expressions associated with milk and reproduction quantitative trait loci (QTLs) and their locations in dairy cattle.
Methods: In this study, miRNA profiling was performed in blood samples collected from three non-pregnant cows using the Illumina HiSeq 2500 platform. The expression levels of miRNAs were estimated by miRDeep2 and QTLs associated with milk and reproduction were identified using cattleQTLdb. Functional enrichment analysis was performed to determine biological functions or pathways using DAVID.
Results: In total, 406 known and 562 novel expressed miRNAs were identified in three dairy cattle using miRDeep2. A total of 27,652 and 31,064 QTLs associated with milk and reproduction traits were identified by QTL mapping for known and novel miRNAs, respectively. Of these, 1835 and 1020 miRNAs were related to milk and reproduction traits, respectively.
Conclusion: Our study provides a basis for further research to understand the miRNA expressions in dairy cattle and their role in milk and reproduction traits. We suggest that miRNAs may be helpful as biomarkers for improving milk and reproduction traits in dairy cattle through genetic selection.
期刊介绍:
Genes & Genomics is an official journal of the Korean Genetics Society (http://kgenetics.or.kr/). Although it is an official publication of the Genetics Society of Korea, membership of the Society is not required for contributors. It is a peer-reviewed international journal publishing print (ISSN 1976-9571) and online version (E-ISSN 2092-9293). It covers all disciplines of genetics and genomics from prokaryotes to eukaryotes from fundamental heredity to molecular aspects. The articles can be reviews, research articles, and short communications.