Cargando…
Analyses of MicroRNA and mRNA Expression Profiles Reveal the Crucial Interaction Networks and Pathways for Regulation of Chicken Breast Muscle Development
There is a lack of understanding surrounding the molecular mechanisms involved in the development of chicken skeletal muscle in the late postnatal stage, especially in the regulation of breast muscle development related genes, pathways, miRNAs and other factors. In this study, 12 cDNA libraries and...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6431651/ https://www.ncbi.nlm.nih.gov/pubmed/30936892 http://dx.doi.org/10.3389/fgene.2019.00197 |
_version_ | 1783405963814895616 |
---|---|
author | Li, Yuanfang Chen, Yi Jin, Wenjiao Fu, Shouyi Li, Donghua Zhang, Yanhua Sun, Guirong Jiang, Ruirui Han, Ruili Li, Zhuanjian Kang, Xiangtao Li, Guoxi |
author_facet | Li, Yuanfang Chen, Yi Jin, Wenjiao Fu, Shouyi Li, Donghua Zhang, Yanhua Sun, Guirong Jiang, Ruirui Han, Ruili Li, Zhuanjian Kang, Xiangtao Li, Guoxi |
author_sort | Li, Yuanfang |
collection | PubMed |
description | There is a lack of understanding surrounding the molecular mechanisms involved in the development of chicken skeletal muscle in the late postnatal stage, especially in the regulation of breast muscle development related genes, pathways, miRNAs and other factors. In this study, 12 cDNA libraries and 4 small RNA libraries were constructed from Gushi chicken breast muscle samples from 6, 14, 22, and 30 weeks. A total of 15,508 known transcripts, 25,718 novel transcripts, 388 known miRNAs and 31 novel miRNAs were identified by RNA-seq in breast muscle at the four developmental stages. Through correlation analysis of miRNA and mRNA expression profiles, it was found that 417, 370, 240, 1,418, 496, and 363 negatively correlated miRNA–mRNA pairs of W14 vs. W6, W22 vs. W6, W22 vs. W14, W30 vs. W6, W30 vs. W14, and W30 vs. W22 comparisons, respectively. Based on the annotation analysis of these miRNA–mRNA pairs, we constructed the miRNA–mRNA interaction network related to biological processes, such as muscle cell differentiation, striated muscle tissue development and skeletal muscle cell differentiation. The interaction networks for signaling pathways related to five KEGG pathways (the focal adhesion, ECM-receptor interaction, FoxO signaling, cell cycle, and p53 signaling pathways) and PPI networks were also constructed. We found that ANKRD1, EYA2, JSC, AGT, MYBPC3, MYH11, ACTC1, FHL2, RCAN1, FOS, EGR1, and FOXO3, PTEN, AKT1, GADD45, PLK1, CCNB2, CCNB3 and other genes were the key core nodes of these networks, most of which are targets of miRNAs. The FoxO signaling pathway was in the center of the five pathway-related networks. In the PPI network, there was a clear interaction among PLK1 and CDK1, CCNB2, CDK1, and GADD45B, and CDC45, ORC1 and MCM3 genes. These results increase the understanding for the molecular mechanisms of chicken breast muscle development, and also provide a basis for studying the interactions between genes and miRNAs, as well as the functions of the pathways involved in postnatal developmental regulation of chicken breast muscle. |
format | Online Article Text |
id | pubmed-6431651 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-64316512019-04-01 Analyses of MicroRNA and mRNA Expression Profiles Reveal the Crucial Interaction Networks and Pathways for Regulation of Chicken Breast Muscle Development Li, Yuanfang Chen, Yi Jin, Wenjiao Fu, Shouyi Li, Donghua Zhang, Yanhua Sun, Guirong Jiang, Ruirui Han, Ruili Li, Zhuanjian Kang, Xiangtao Li, Guoxi Front Genet Genetics There is a lack of understanding surrounding the molecular mechanisms involved in the development of chicken skeletal muscle in the late postnatal stage, especially in the regulation of breast muscle development related genes, pathways, miRNAs and other factors. In this study, 12 cDNA libraries and 4 small RNA libraries were constructed from Gushi chicken breast muscle samples from 6, 14, 22, and 30 weeks. A total of 15,508 known transcripts, 25,718 novel transcripts, 388 known miRNAs and 31 novel miRNAs were identified by RNA-seq in breast muscle at the four developmental stages. Through correlation analysis of miRNA and mRNA expression profiles, it was found that 417, 370, 240, 1,418, 496, and 363 negatively correlated miRNA–mRNA pairs of W14 vs. W6, W22 vs. W6, W22 vs. W14, W30 vs. W6, W30 vs. W14, and W30 vs. W22 comparisons, respectively. Based on the annotation analysis of these miRNA–mRNA pairs, we constructed the miRNA–mRNA interaction network related to biological processes, such as muscle cell differentiation, striated muscle tissue development and skeletal muscle cell differentiation. The interaction networks for signaling pathways related to five KEGG pathways (the focal adhesion, ECM-receptor interaction, FoxO signaling, cell cycle, and p53 signaling pathways) and PPI networks were also constructed. We found that ANKRD1, EYA2, JSC, AGT, MYBPC3, MYH11, ACTC1, FHL2, RCAN1, FOS, EGR1, and FOXO3, PTEN, AKT1, GADD45, PLK1, CCNB2, CCNB3 and other genes were the key core nodes of these networks, most of which are targets of miRNAs. The FoxO signaling pathway was in the center of the five pathway-related networks. In the PPI network, there was a clear interaction among PLK1 and CDK1, CCNB2, CDK1, and GADD45B, and CDC45, ORC1 and MCM3 genes. These results increase the understanding for the molecular mechanisms of chicken breast muscle development, and also provide a basis for studying the interactions between genes and miRNAs, as well as the functions of the pathways involved in postnatal developmental regulation of chicken breast muscle. Frontiers Media S.A. 2019-03-18 /pmc/articles/PMC6431651/ /pubmed/30936892 http://dx.doi.org/10.3389/fgene.2019.00197 Text en Copyright © 2019 Li, Chen, Jin, Fu, Li, Zhang, Sun, Jiang, Han, Li, Kang and Li. http://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 | Genetics Li, Yuanfang Chen, Yi Jin, Wenjiao Fu, Shouyi Li, Donghua Zhang, Yanhua Sun, Guirong Jiang, Ruirui Han, Ruili Li, Zhuanjian Kang, Xiangtao Li, Guoxi Analyses of MicroRNA and mRNA Expression Profiles Reveal the Crucial Interaction Networks and Pathways for Regulation of Chicken Breast Muscle Development |
title | Analyses of MicroRNA and mRNA Expression Profiles Reveal the Crucial Interaction Networks and Pathways for Regulation of Chicken Breast Muscle Development |
title_full | Analyses of MicroRNA and mRNA Expression Profiles Reveal the Crucial Interaction Networks and Pathways for Regulation of Chicken Breast Muscle Development |
title_fullStr | Analyses of MicroRNA and mRNA Expression Profiles Reveal the Crucial Interaction Networks and Pathways for Regulation of Chicken Breast Muscle Development |
title_full_unstemmed | Analyses of MicroRNA and mRNA Expression Profiles Reveal the Crucial Interaction Networks and Pathways for Regulation of Chicken Breast Muscle Development |
title_short | Analyses of MicroRNA and mRNA Expression Profiles Reveal the Crucial Interaction Networks and Pathways for Regulation of Chicken Breast Muscle Development |
title_sort | analyses of microrna and mrna expression profiles reveal the crucial interaction networks and pathways for regulation of chicken breast muscle development |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6431651/ https://www.ncbi.nlm.nih.gov/pubmed/30936892 http://dx.doi.org/10.3389/fgene.2019.00197 |
work_keys_str_mv | AT liyuanfang analysesofmicrornaandmrnaexpressionprofilesrevealthecrucialinteractionnetworksandpathwaysforregulationofchickenbreastmuscledevelopment AT chenyi analysesofmicrornaandmrnaexpressionprofilesrevealthecrucialinteractionnetworksandpathwaysforregulationofchickenbreastmuscledevelopment AT jinwenjiao analysesofmicrornaandmrnaexpressionprofilesrevealthecrucialinteractionnetworksandpathwaysforregulationofchickenbreastmuscledevelopment AT fushouyi analysesofmicrornaandmrnaexpressionprofilesrevealthecrucialinteractionnetworksandpathwaysforregulationofchickenbreastmuscledevelopment AT lidonghua analysesofmicrornaandmrnaexpressionprofilesrevealthecrucialinteractionnetworksandpathwaysforregulationofchickenbreastmuscledevelopment AT zhangyanhua analysesofmicrornaandmrnaexpressionprofilesrevealthecrucialinteractionnetworksandpathwaysforregulationofchickenbreastmuscledevelopment AT sunguirong analysesofmicrornaandmrnaexpressionprofilesrevealthecrucialinteractionnetworksandpathwaysforregulationofchickenbreastmuscledevelopment AT jiangruirui analysesofmicrornaandmrnaexpressionprofilesrevealthecrucialinteractionnetworksandpathwaysforregulationofchickenbreastmuscledevelopment AT hanruili analysesofmicrornaandmrnaexpressionprofilesrevealthecrucialinteractionnetworksandpathwaysforregulationofchickenbreastmuscledevelopment AT lizhuanjian analysesofmicrornaandmrnaexpressionprofilesrevealthecrucialinteractionnetworksandpathwaysforregulationofchickenbreastmuscledevelopment AT kangxiangtao analysesofmicrornaandmrnaexpressionprofilesrevealthecrucialinteractionnetworksandpathwaysforregulationofchickenbreastmuscledevelopment AT liguoxi analysesofmicrornaandmrnaexpressionprofilesrevealthecrucialinteractionnetworksandpathwaysforregulationofchickenbreastmuscledevelopment |