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CircRNA screening and ceRNA network construction for milk fat metabolism in dairy cows

BACKGROUND: Milk fat is one of the main reference elements for evaluating milk quality and is a primary objective trait in dairy cattle breeding. In recent years, circular RNAs (circRNAs) have been found to play crucial roles in many biological processes. However, the function and expression profile...

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Autores principales: Feng, Xiaofang, Cai, Zhengyun, Mu, Tong, Yu, Baojun, Wang, Ying, Ma, Ruoshuang, Liu, Jiaming, Wang, Chuanchuan, Zhang, Juan, Gu, Yaling
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9684208/
https://www.ncbi.nlm.nih.gov/pubmed/36439356
http://dx.doi.org/10.3389/fvets.2022.995629
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author Feng, Xiaofang
Cai, Zhengyun
Mu, Tong
Yu, Baojun
Wang, Ying
Ma, Ruoshuang
Liu, Jiaming
Wang, Chuanchuan
Zhang, Juan
Gu, Yaling
author_facet Feng, Xiaofang
Cai, Zhengyun
Mu, Tong
Yu, Baojun
Wang, Ying
Ma, Ruoshuang
Liu, Jiaming
Wang, Chuanchuan
Zhang, Juan
Gu, Yaling
author_sort Feng, Xiaofang
collection PubMed
description BACKGROUND: Milk fat is one of the main reference elements for evaluating milk quality and is a primary objective trait in dairy cattle breeding. In recent years, circular RNAs (circRNAs) have been found to play crucial roles in many biological processes. However, the function and expression profiles of circRNAs in milk fat synthesis in cows are not completely understood. We performed RNA sequencing to analyze the genome-wide expression of circRNA transcripts in bovine mammary epithelial cells (BMECs) from cows with extreme differences in milk fat percentage. We identified candidate differential circRNAs associated with milk fat metabolism using functional enrichment analysis and constructed a lipid metabolism-related competing endogenous RNA (ceRNA) interactive regulatory network. RESULTS: A total of 290 circRNAs were significantly differentially expressed (DE-circRNAs) in high milk fat percentage (HMF) cows compared to that in low milk fat percentage (LMF) cows. Of the 290 circRNAs, 142 were significantly upregulated and 148 were significantly downregulated. Enrichment analysis (Gene Ontology and Kyoto Encyclopedia of Genes and Genomes) identified four DE-circRNAs (circ_0001122, circ_0007367, circ_0018269, and circ_0015179) that potentially regulate milk fat metabolism. Among them, circ_0001122, circ_0007367, and circ_0015179 had relatively high expression levels in cow mammary gland tissue compared to other tissues (heart, liver, kidney, uterus, ovaries, and small intestine) of cows. The regulatory networks circ_0001122:miR-12043:LIPG, circ_0007367:miR-331-3p:CIDEA/PML, and circ_0018269:miR-11989:RORC/HPX are potential networks to explore the mechanism of milk fat regulation. CONCLUSIONS: These results reveal the possible role of circRNAs in milk fat metabolism in dairy cows. Several important circRNAs and ceRNAs affecting milk fat synthesis were identified, providing insights into the complex biology of milk fat synthesis as well as a novel theoretical perspective for future research on lactation, milk quality, and breed improvement in dairy cows.
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spelling pubmed-96842082022-11-25 CircRNA screening and ceRNA network construction for milk fat metabolism in dairy cows Feng, Xiaofang Cai, Zhengyun Mu, Tong Yu, Baojun Wang, Ying Ma, Ruoshuang Liu, Jiaming Wang, Chuanchuan Zhang, Juan Gu, Yaling Front Vet Sci Veterinary Science BACKGROUND: Milk fat is one of the main reference elements for evaluating milk quality and is a primary objective trait in dairy cattle breeding. In recent years, circular RNAs (circRNAs) have been found to play crucial roles in many biological processes. However, the function and expression profiles of circRNAs in milk fat synthesis in cows are not completely understood. We performed RNA sequencing to analyze the genome-wide expression of circRNA transcripts in bovine mammary epithelial cells (BMECs) from cows with extreme differences in milk fat percentage. We identified candidate differential circRNAs associated with milk fat metabolism using functional enrichment analysis and constructed a lipid metabolism-related competing endogenous RNA (ceRNA) interactive regulatory network. RESULTS: A total of 290 circRNAs were significantly differentially expressed (DE-circRNAs) in high milk fat percentage (HMF) cows compared to that in low milk fat percentage (LMF) cows. Of the 290 circRNAs, 142 were significantly upregulated and 148 were significantly downregulated. Enrichment analysis (Gene Ontology and Kyoto Encyclopedia of Genes and Genomes) identified four DE-circRNAs (circ_0001122, circ_0007367, circ_0018269, and circ_0015179) that potentially regulate milk fat metabolism. Among them, circ_0001122, circ_0007367, and circ_0015179 had relatively high expression levels in cow mammary gland tissue compared to other tissues (heart, liver, kidney, uterus, ovaries, and small intestine) of cows. The regulatory networks circ_0001122:miR-12043:LIPG, circ_0007367:miR-331-3p:CIDEA/PML, and circ_0018269:miR-11989:RORC/HPX are potential networks to explore the mechanism of milk fat regulation. CONCLUSIONS: These results reveal the possible role of circRNAs in milk fat metabolism in dairy cows. Several important circRNAs and ceRNAs affecting milk fat synthesis were identified, providing insights into the complex biology of milk fat synthesis as well as a novel theoretical perspective for future research on lactation, milk quality, and breed improvement in dairy cows. Frontiers Media S.A. 2022-11-10 /pmc/articles/PMC9684208/ /pubmed/36439356 http://dx.doi.org/10.3389/fvets.2022.995629 Text en Copyright © 2022 Feng, Cai, Mu, Yu, Wang, Ma, Liu, Wang, Zhang and Gu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Veterinary Science
Feng, Xiaofang
Cai, Zhengyun
Mu, Tong
Yu, Baojun
Wang, Ying
Ma, Ruoshuang
Liu, Jiaming
Wang, Chuanchuan
Zhang, Juan
Gu, Yaling
CircRNA screening and ceRNA network construction for milk fat metabolism in dairy cows
title CircRNA screening and ceRNA network construction for milk fat metabolism in dairy cows
title_full CircRNA screening and ceRNA network construction for milk fat metabolism in dairy cows
title_fullStr CircRNA screening and ceRNA network construction for milk fat metabolism in dairy cows
title_full_unstemmed CircRNA screening and ceRNA network construction for milk fat metabolism in dairy cows
title_short CircRNA screening and ceRNA network construction for milk fat metabolism in dairy cows
title_sort circrna screening and cerna network construction for milk fat metabolism in dairy cows
topic Veterinary Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9684208/
https://www.ncbi.nlm.nih.gov/pubmed/36439356
http://dx.doi.org/10.3389/fvets.2022.995629
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