Comparative Transcriptomic and Proteomic Analyses Identify Key Genes Associated With Milk Fat Traits in Chinese Holstein Cows

Milk fat is the most important energy substance in milk and contributes to its quality and health benefits. However, the genetic mechanisms underlying milk fat synthesis are not fully understood. The development of RNA sequencing and tandem mass tag technologies has facilitated the identification of...

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Main Authors: Chenghao Zhou, Dan Shen, Cong Li, Wentao Cai, Shuli Liu, Hongwei Yin, Shaolei Shi, Mingyue Cao, Shengli Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-08-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2019.00672/full
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spelling doaj-7e00a949802245b5b9f4ecba1cfda5d92020-11-25T02:03:08ZengFrontiers Media S.A.Frontiers in Genetics1664-80212019-08-011010.3389/fgene.2019.00672451335Comparative Transcriptomic and Proteomic Analyses Identify Key Genes Associated With Milk Fat Traits in Chinese Holstein CowsChenghao ZhouDan ShenCong LiWentao CaiShuli LiuHongwei YinShaolei ShiMingyue CaoShengli ZhangMilk fat is the most important energy substance in milk and contributes to its quality and health benefits. However, the genetic mechanisms underlying milk fat synthesis are not fully understood. The development of RNA sequencing and tandem mass tag technologies has facilitated the identification of eukaryotic genes associated with complex traits. In this study, we used these methods to obtain liver transcriptomic and proteomic profiles of Chinese Holstein cows (n = 6). Comparative analyses of cows with extremely high vs. low milk fat percentage phenotypes yielded 321 differentially expressed genes (DEGs) and 76 differentially expressed proteins (DEPs). Functional annotation of these DEGs and DEPs revealed 26 genes that were predicted to influence lipid metabolism through insulin, phosphatidylinositol 3-kinase/Akt, mitogen-activated protein kinase, 5′ AMP-activated protein kinase, mammalian target of rapamycin, and peroxisome proliferator-activated receptor signaling pathways; these genes are considered as the most promising candidate regulators of milk fat synthesis. The findings of this study enhance the understanding of the genetic basis and molecular mechanisms of milk fat synthesis, which could lead to the development of cow breeds that produce milk with higher nutritional value.https://www.frontiersin.org/article/10.3389/fgene.2019.00672/fullmilk fattranscriptomicproteomicChinese Holsteinliver
collection DOAJ
language English
format Article
sources DOAJ
author Chenghao Zhou
Dan Shen
Cong Li
Wentao Cai
Shuli Liu
Hongwei Yin
Shaolei Shi
Mingyue Cao
Shengli Zhang
spellingShingle Chenghao Zhou
Dan Shen
Cong Li
Wentao Cai
Shuli Liu
Hongwei Yin
Shaolei Shi
Mingyue Cao
Shengli Zhang
Comparative Transcriptomic and Proteomic Analyses Identify Key Genes Associated With Milk Fat Traits in Chinese Holstein Cows
Frontiers in Genetics
milk fat
transcriptomic
proteomic
Chinese Holstein
liver
author_facet Chenghao Zhou
Dan Shen
Cong Li
Wentao Cai
Shuli Liu
Hongwei Yin
Shaolei Shi
Mingyue Cao
Shengli Zhang
author_sort Chenghao Zhou
title Comparative Transcriptomic and Proteomic Analyses Identify Key Genes Associated With Milk Fat Traits in Chinese Holstein Cows
title_short Comparative Transcriptomic and Proteomic Analyses Identify Key Genes Associated With Milk Fat Traits in Chinese Holstein Cows
title_full Comparative Transcriptomic and Proteomic Analyses Identify Key Genes Associated With Milk Fat Traits in Chinese Holstein Cows
title_fullStr Comparative Transcriptomic and Proteomic Analyses Identify Key Genes Associated With Milk Fat Traits in Chinese Holstein Cows
title_full_unstemmed Comparative Transcriptomic and Proteomic Analyses Identify Key Genes Associated With Milk Fat Traits in Chinese Holstein Cows
title_sort comparative transcriptomic and proteomic analyses identify key genes associated with milk fat traits in chinese holstein cows
publisher Frontiers Media S.A.
series Frontiers in Genetics
issn 1664-8021
publishDate 2019-08-01
description Milk fat is the most important energy substance in milk and contributes to its quality and health benefits. However, the genetic mechanisms underlying milk fat synthesis are not fully understood. The development of RNA sequencing and tandem mass tag technologies has facilitated the identification of eukaryotic genes associated with complex traits. In this study, we used these methods to obtain liver transcriptomic and proteomic profiles of Chinese Holstein cows (n = 6). Comparative analyses of cows with extremely high vs. low milk fat percentage phenotypes yielded 321 differentially expressed genes (DEGs) and 76 differentially expressed proteins (DEPs). Functional annotation of these DEGs and DEPs revealed 26 genes that were predicted to influence lipid metabolism through insulin, phosphatidylinositol 3-kinase/Akt, mitogen-activated protein kinase, 5′ AMP-activated protein kinase, mammalian target of rapamycin, and peroxisome proliferator-activated receptor signaling pathways; these genes are considered as the most promising candidate regulators of milk fat synthesis. The findings of this study enhance the understanding of the genetic basis and molecular mechanisms of milk fat synthesis, which could lead to the development of cow breeds that produce milk with higher nutritional value.
topic milk fat
transcriptomic
proteomic
Chinese Holstein
liver
url https://www.frontiersin.org/article/10.3389/fgene.2019.00672/full
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