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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2019-08-01
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Online Access: | https://www.frontiersin.org/article/10.3389/fgene.2019.00672/full |
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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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