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基于种内和种间RNA测序的反刍动物泌乳过程中的变异体

Intra- and Interspecies RNA-Seq Based Variants in the Lactation Process of Ruminants.

作者信息

Farhadian Mohammad, Rafat Seyed Abbas, Mayack Christopher, Bohlouli Mehdi

机构信息

Department of Animal Science, Faculty of Agriculture, University of Tabriz, Tabriz 51666-16471, Iran.

Molecular Biology, Genetics, and Bioengineering, Faculty of Engineering and Natural Sciences, Sabancı University, Istanbul 34956, Turkey.

出版信息

Animals (Basel). 2022 Dec 19;12(24):3592. doi: 10.3390/ani12243592.

Abstract

The RNA-Seq data provides new opportunities for the detection of transcriptome variants' single nucleotide polymorphisms (SNPs) in various species and tissues. Herein, milk samples from two sheep breeds and two cow breeds were utilized to characterize the genetic variation in the coding regions in three stages (before-peak (BP), peak (P), and after-peak (AP)) of the lactation process. In sheep breeds Assaf and Churra, 100,462 and 97,768, 65,996 and 62,161, and 78,656 and 39,245 variants were observed for BP, P, and AP lactation stages, respectively. The number of specific variants was 59,798 and 76,419, 11,483 and 49,210, and 104,033 and 320,817 in cow breeds Jersy and Kashmiri, respectively, for BP, P, and AP stages. Via the transcriptome analysis of variation in regions containing QTL for fat, protein percentages, and milk yield, we detected a number of pathways and genes harboring mutations that could influence milk production attributes. Many SNPs detected here can be regarded as appropriate markers for custom SNP arrays or genotyping platforms to conduct association analyses among commercial populations. The results of this study offer new insights into milk production genetic mechanisms in cow and sheep breeds, which can contribute to designing suitable breeding systems for optimal milk production.

摘要

RNA测序数据为检测各种物种和组织中转录组变异的单核苷酸多态性(SNP)提供了新机会。在此,利用两个绵羊品种和两个奶牛品种的牛奶样本,对泌乳过程三个阶段(泌乳前期(BP)、泌乳高峰期(P)和泌乳后期(AP))编码区的遗传变异进行表征。在阿萨夫和丘拉绵羊品种中,BP、P和AP泌乳阶段分别观察到100462个和97768个、65996个和62161个以及78656个和39245个变异。在泽西和克什米尔奶牛品种中,BP、P和AP阶段的特异性变异数量分别为59798个和76419个、11483个和49210个以及104033个和320817个。通过对包含脂肪、蛋白质百分比和产奶量QTL区域的变异进行转录组分析,我们检测到许多含有可能影响产奶属性突变的途径和基因。这里检测到的许多SNP可被视为定制SNP芯片或基因分型平台的合适标记,用于在商业群体中进行关联分析。本研究结果为奶牛和绵羊品种的产奶遗传机制提供了新见解,有助于设计合适的育种系统以实现最佳产奶量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/16fc/9774614/3d528082935b/animals-12-03592-g001.jpg

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