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Investigating Transcriptional Dynamics Changes and Time-Dependent Marker Gene Expression in the Early Period After Skeletal Muscle Injury in Rats
Following skeletal muscle injury (SMI), from post-injury reaction to repair consists of a complex series of dynamic changes. However, there is a paucity of research on detailed transcriptional dynamics and time-dependent marker gene expression in the early stages after SMI. In this study, skeletal m...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8248501/ https://www.ncbi.nlm.nih.gov/pubmed/34220936 http://dx.doi.org/10.3389/fgene.2021.650874 |
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author | Ren, Kang Wang, Liangliang Wang, Liang Du, Qiuxiang Cao, Jie Jin, Qianqian An, Guoshuai Li, Na Dang, Lihong Tian, Yingjie Wang, Yingyuan Sun, Junhong |
author_facet | Ren, Kang Wang, Liangliang Wang, Liang Du, Qiuxiang Cao, Jie Jin, Qianqian An, Guoshuai Li, Na Dang, Lihong Tian, Yingjie Wang, Yingyuan Sun, Junhong |
author_sort | Ren, Kang |
collection | PubMed |
description | Following skeletal muscle injury (SMI), from post-injury reaction to repair consists of a complex series of dynamic changes. However, there is a paucity of research on detailed transcriptional dynamics and time-dependent marker gene expression in the early stages after SMI. In this study, skeletal muscle tissue in rats was taken at 4 to 48 h after injury for next-generation sequencing. We examined the transcriptional kinetics characteristics during above time periods after injury. STEM and maSigPro were used to screen time-correlated genes. Integrating 188 time-correlated genes with 161 genes in each time-related gene module by WGCNA, we finally identified 18 network-node regulatory genes after SMI. Histological staining analyses confirmed the mechanisms underlying changes in the tissue damage to repair process. Our research linked a variety of dynamic biological processes with specific time periods and provided insight into the characteristics of transcriptional dynamics, as well as screened time-related biological indicators with biological significance in the early stages after SMI. |
format | Online Article Text |
id | pubmed-8248501 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82485012021-07-02 Investigating Transcriptional Dynamics Changes and Time-Dependent Marker Gene Expression in the Early Period After Skeletal Muscle Injury in Rats Ren, Kang Wang, Liangliang Wang, Liang Du, Qiuxiang Cao, Jie Jin, Qianqian An, Guoshuai Li, Na Dang, Lihong Tian, Yingjie Wang, Yingyuan Sun, Junhong Front Genet Genetics Following skeletal muscle injury (SMI), from post-injury reaction to repair consists of a complex series of dynamic changes. However, there is a paucity of research on detailed transcriptional dynamics and time-dependent marker gene expression in the early stages after SMI. In this study, skeletal muscle tissue in rats was taken at 4 to 48 h after injury for next-generation sequencing. We examined the transcriptional kinetics characteristics during above time periods after injury. STEM and maSigPro were used to screen time-correlated genes. Integrating 188 time-correlated genes with 161 genes in each time-related gene module by WGCNA, we finally identified 18 network-node regulatory genes after SMI. Histological staining analyses confirmed the mechanisms underlying changes in the tissue damage to repair process. Our research linked a variety of dynamic biological processes with specific time periods and provided insight into the characteristics of transcriptional dynamics, as well as screened time-related biological indicators with biological significance in the early stages after SMI. Frontiers Media S.A. 2021-06-17 /pmc/articles/PMC8248501/ /pubmed/34220936 http://dx.doi.org/10.3389/fgene.2021.650874 Text en Copyright © 2021 Ren, Wang, Wang, Du, Cao, Jin, An, Li, Dang, Tian, Wang and Sun. 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 | Genetics Ren, Kang Wang, Liangliang Wang, Liang Du, Qiuxiang Cao, Jie Jin, Qianqian An, Guoshuai Li, Na Dang, Lihong Tian, Yingjie Wang, Yingyuan Sun, Junhong Investigating Transcriptional Dynamics Changes and Time-Dependent Marker Gene Expression in the Early Period After Skeletal Muscle Injury in Rats |
title | Investigating Transcriptional Dynamics Changes and Time-Dependent Marker Gene Expression in the Early Period After Skeletal Muscle Injury in Rats |
title_full | Investigating Transcriptional Dynamics Changes and Time-Dependent Marker Gene Expression in the Early Period After Skeletal Muscle Injury in Rats |
title_fullStr | Investigating Transcriptional Dynamics Changes and Time-Dependent Marker Gene Expression in the Early Period After Skeletal Muscle Injury in Rats |
title_full_unstemmed | Investigating Transcriptional Dynamics Changes and Time-Dependent Marker Gene Expression in the Early Period After Skeletal Muscle Injury in Rats |
title_short | Investigating Transcriptional Dynamics Changes and Time-Dependent Marker Gene Expression in the Early Period After Skeletal Muscle Injury in Rats |
title_sort | investigating transcriptional dynamics changes and time-dependent marker gene expression in the early period after skeletal muscle injury in rats |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8248501/ https://www.ncbi.nlm.nih.gov/pubmed/34220936 http://dx.doi.org/10.3389/fgene.2021.650874 |
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