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RNA-seq based integrative analysis of potential crucial genes and pathways associated with patellar instability

Patellar instability (PI) is a common knee injury in adolescents, but the crucial biomarkers and molecular mechanisms associated with it remain unclear. We established a PI mouse model and investigated PI-related changes in gene expression by RNA sequencing (RNA-seq). Differentially expressed gene (...

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Autores principales: Xu, Chenyue, Dong, Zhenyue, Ji, Gang, Yan, Lirong, Wang, Xiaomeng, Li, Kehan, Liu, Junle, Zhao, Juan, Wang, Fei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9275973/
https://www.ncbi.nlm.nih.gov/pubmed/35510414
http://dx.doi.org/10.1080/21655979.2022.2062528
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author Xu, Chenyue
Dong, Zhenyue
Ji, Gang
Yan, Lirong
Wang, Xiaomeng
Li, Kehan
Liu, Junle
Zhao, Juan
Wang, Fei
author_facet Xu, Chenyue
Dong, Zhenyue
Ji, Gang
Yan, Lirong
Wang, Xiaomeng
Li, Kehan
Liu, Junle
Zhao, Juan
Wang, Fei
author_sort Xu, Chenyue
collection PubMed
description Patellar instability (PI) is a common knee injury in adolescents, but the crucial biomarkers and molecular mechanisms associated with it remain unclear. We established a PI mouse model and investigated PI-related changes in gene expression by RNA sequencing (RNA-seq). Differentially expressed gene (DEG) analysis and enrichment analysis were performed to identify crucial genes and pathways associated with PI. Subsequently, a protein-protein interaction, DEG-miRNA, DEG-transcription factors, and DEG-drug interaction networks were constructed to reveal hub genes, molecular mechanism, and potential drugs for PI. Finally, the reliability of the sequencing results was confirmed by real-time quantitative polymerase chain reaction (RT-qPCR) and immunohistochemistry. Upon comparison with the control group, 69 genes were differently expressed in PI, including 17 upregulated and 52 downregulated ones. The DEGs were significantly enriched in Janus kinase (JAK)/signal transducer and activator of transcription (STAT) signaling pathway and immune responses. The protein–protein interaction network identified ten PI-related hub genes, all of which are involved in the JAK/STAT signaling pathway or inflammation-related pathways. DEG-miRNA and DEG-transcription factor networks offered new insights for regulating DEGs post-transcriptionally. We also determined potential therapeutic drugs or molecular compounds that could restore dysregulated expression of DEGs via the DGIdb database. RT-qPCR results were consistent with the RNA-seq, confirming the reliability of the sequencing data. Immunohistochemistry results suggested that JAK1 and STAT3 expression was increased in PI. Our study explored the potential molecular mechanisms in PI, provided promising biomarkers and suggested a molecular basis for therapeutic targets for this condition.
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spelling pubmed-92759732022-07-13 RNA-seq based integrative analysis of potential crucial genes and pathways associated with patellar instability Xu, Chenyue Dong, Zhenyue Ji, Gang Yan, Lirong Wang, Xiaomeng Li, Kehan Liu, Junle Zhao, Juan Wang, Fei Bioengineered Research Paper Patellar instability (PI) is a common knee injury in adolescents, but the crucial biomarkers and molecular mechanisms associated with it remain unclear. We established a PI mouse model and investigated PI-related changes in gene expression by RNA sequencing (RNA-seq). Differentially expressed gene (DEG) analysis and enrichment analysis were performed to identify crucial genes and pathways associated with PI. Subsequently, a protein-protein interaction, DEG-miRNA, DEG-transcription factors, and DEG-drug interaction networks were constructed to reveal hub genes, molecular mechanism, and potential drugs for PI. Finally, the reliability of the sequencing results was confirmed by real-time quantitative polymerase chain reaction (RT-qPCR) and immunohistochemistry. Upon comparison with the control group, 69 genes were differently expressed in PI, including 17 upregulated and 52 downregulated ones. The DEGs were significantly enriched in Janus kinase (JAK)/signal transducer and activator of transcription (STAT) signaling pathway and immune responses. The protein–protein interaction network identified ten PI-related hub genes, all of which are involved in the JAK/STAT signaling pathway or inflammation-related pathways. DEG-miRNA and DEG-transcription factor networks offered new insights for regulating DEGs post-transcriptionally. We also determined potential therapeutic drugs or molecular compounds that could restore dysregulated expression of DEGs via the DGIdb database. RT-qPCR results were consistent with the RNA-seq, confirming the reliability of the sequencing data. Immunohistochemistry results suggested that JAK1 and STAT3 expression was increased in PI. Our study explored the potential molecular mechanisms in PI, provided promising biomarkers and suggested a molecular basis for therapeutic targets for this condition. Taylor & Francis 2022-05-05 /pmc/articles/PMC9275973/ /pubmed/35510414 http://dx.doi.org/10.1080/21655979.2022.2062528 Text en © 2022 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Paper
Xu, Chenyue
Dong, Zhenyue
Ji, Gang
Yan, Lirong
Wang, Xiaomeng
Li, Kehan
Liu, Junle
Zhao, Juan
Wang, Fei
RNA-seq based integrative analysis of potential crucial genes and pathways associated with patellar instability
title RNA-seq based integrative analysis of potential crucial genes and pathways associated with patellar instability
title_full RNA-seq based integrative analysis of potential crucial genes and pathways associated with patellar instability
title_fullStr RNA-seq based integrative analysis of potential crucial genes and pathways associated with patellar instability
title_full_unstemmed RNA-seq based integrative analysis of potential crucial genes and pathways associated with patellar instability
title_short RNA-seq based integrative analysis of potential crucial genes and pathways associated with patellar instability
title_sort rna-seq based integrative analysis of potential crucial genes and pathways associated with patellar instability
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9275973/
https://www.ncbi.nlm.nih.gov/pubmed/35510414
http://dx.doi.org/10.1080/21655979.2022.2062528
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