Cargando…
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...
Autores principales: | , , , , , , , , , |
---|---|
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 |
_version_ | 1784835231618957312 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9684208 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT fengxiaofang circrnascreeningandcernanetworkconstructionformilkfatmetabolismindairycows AT caizhengyun circrnascreeningandcernanetworkconstructionformilkfatmetabolismindairycows AT mutong circrnascreeningandcernanetworkconstructionformilkfatmetabolismindairycows AT yubaojun circrnascreeningandcernanetworkconstructionformilkfatmetabolismindairycows AT wangying circrnascreeningandcernanetworkconstructionformilkfatmetabolismindairycows AT maruoshuang circrnascreeningandcernanetworkconstructionformilkfatmetabolismindairycows AT liujiaming circrnascreeningandcernanetworkconstructionformilkfatmetabolismindairycows AT wangchuanchuan circrnascreeningandcernanetworkconstructionformilkfatmetabolismindairycows AT zhangjuan circrnascreeningandcernanetworkconstructionformilkfatmetabolismindairycows AT guyaling circrnascreeningandcernanetworkconstructionformilkfatmetabolismindairycows |