将mirna与QTL结合用于奶牛产奶及繁殖相关性状的鉴定。

IF 1.6 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY
Wonseok Shin, Seyoung Mun, Songmi Kim, Byung Sun Yu, Kornsorn Srikulnath, Kung Ahn, Kyudong Han
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引用次数: 0

摘要

背景:奶牛是经济上重要的动物资源,通过提供营养丰富的牛奶和其他产品,有助于人类健康和福祉。非编码rna参与生物过程,在信使水平调控基因表达。然而,对奶牛miRNA表达及其功能的影响尚不清楚。目的:更好地了解奶牛产奶量与繁殖数量性状位点(qtl)相关的miRNA表达及其位置。方法:在本研究中,使用Illumina HiSeq 2500平台对3头未怀孕奶牛的血液样本进行miRNA分析。通过miRDeep2估计miRNAs的表达水平,使用牛qtldb鉴定与牛奶和繁殖相关的qtl。使用DAVID进行功能富集分析以确定生物学功能或途径。结果:利用miRDeep2在3头奶牛中共鉴定出406个已知表达mirna和562个新的表达mirna。通过对已知mirna和新mirna的QTL定位,分别鉴定出27,652和31,064个与乳和繁殖性状相关的QTL。其中,1835和1020个mirna分别与乳汁和繁殖性状有关。结论:本研究为进一步了解奶牛miRNA表达及其在产奶和繁殖性状中的作用提供了基础。我们认为mirna可以作为生物标记物,通过遗传选择改善奶牛的产奶和繁殖性状。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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.

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来源期刊
Genes & genomics
Genes & genomics 生物-生化与分子生物学
CiteScore
3.70
自引率
4.80%
发文量
131
审稿时长
6-12 weeks
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.
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