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Construction of ceRNA network based on RNA-seq for identifying prognostic lncRNA biomarkers in Perthes disease

Introduction: Legg-Calvé-Perthes disease or Perthes disease is a condition that occurs in children aged 2 to 15 years, and is characterized by osteonecrosis of the femoral head, which results in physical limitations. Despite ongoing research, the pathogenesis and molecular mechanisms underlying the...

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Autores principales: Zhang, Tianjiu, Hu, Xiaolin, Yu, Song, Wei, Chunyan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10252144/
https://www.ncbi.nlm.nih.gov/pubmed/37303951
http://dx.doi.org/10.3389/fgene.2023.1105893
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author Zhang, Tianjiu
Hu, Xiaolin
Yu, Song
Wei, Chunyan
author_facet Zhang, Tianjiu
Hu, Xiaolin
Yu, Song
Wei, Chunyan
author_sort Zhang, Tianjiu
collection PubMed
description Introduction: Legg-Calvé-Perthes disease or Perthes disease is a condition that occurs in children aged 2 to 15 years, and is characterized by osteonecrosis of the femoral head, which results in physical limitations. Despite ongoing research, the pathogenesis and molecular mechanisms underlying the development of Perthes disease remain unclear. In order to obtain further insights, the expression patterns of long non-coding RNAs (lncRNAs), miRNAs, and mRNAs in a rabbit model of Perthes disease were analyzed in this study by transcriptome sequencing. Methods and results: The results of RNA-seq analyses revealed that 77 lncRNAs, 239 miRNAs, and 1027 mRNAs were differentially expressed in the rabbit model. This finding suggested that multiple genetic pathways are involved in the development of Perthes disease. A weighted gene co-expression network analysis (WGCNA) network was subsequently constructed using the differentially expressed mRNAs (DEmRNAs), and network analysis revealed that the genes associated with angiogenesis and platelet activation were downregulated, which was consistent with the findings of Perthes disease. A competing endogenous RNA (ceRNA) network was additionally constructed using 29 differentially expressed lncRNAs (including HIF3A and LOC103350994), 28 differentially expressed miRNAs (including ocu-miR-574-5p and ocu-miR-324-3p), and 76 DEmRNAs (including ALOX12 and PTGER2). Disscusion: The results obtained herein provide novel perspectives regarding the pathogenesis and molecular mechanisms underlying the development of Perthes disease. The findings of this study can pave the way for the development of effective therapeutic strategies for Perthes disease in future.
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spelling pubmed-102521442023-06-10 Construction of ceRNA network based on RNA-seq for identifying prognostic lncRNA biomarkers in Perthes disease Zhang, Tianjiu Hu, Xiaolin Yu, Song Wei, Chunyan Front Genet Genetics Introduction: Legg-Calvé-Perthes disease or Perthes disease is a condition that occurs in children aged 2 to 15 years, and is characterized by osteonecrosis of the femoral head, which results in physical limitations. Despite ongoing research, the pathogenesis and molecular mechanisms underlying the development of Perthes disease remain unclear. In order to obtain further insights, the expression patterns of long non-coding RNAs (lncRNAs), miRNAs, and mRNAs in a rabbit model of Perthes disease were analyzed in this study by transcriptome sequencing. Methods and results: The results of RNA-seq analyses revealed that 77 lncRNAs, 239 miRNAs, and 1027 mRNAs were differentially expressed in the rabbit model. This finding suggested that multiple genetic pathways are involved in the development of Perthes disease. A weighted gene co-expression network analysis (WGCNA) network was subsequently constructed using the differentially expressed mRNAs (DEmRNAs), and network analysis revealed that the genes associated with angiogenesis and platelet activation were downregulated, which was consistent with the findings of Perthes disease. A competing endogenous RNA (ceRNA) network was additionally constructed using 29 differentially expressed lncRNAs (including HIF3A and LOC103350994), 28 differentially expressed miRNAs (including ocu-miR-574-5p and ocu-miR-324-3p), and 76 DEmRNAs (including ALOX12 and PTGER2). Disscusion: The results obtained herein provide novel perspectives regarding the pathogenesis and molecular mechanisms underlying the development of Perthes disease. The findings of this study can pave the way for the development of effective therapeutic strategies for Perthes disease in future. Frontiers Media S.A. 2023-05-26 /pmc/articles/PMC10252144/ /pubmed/37303951 http://dx.doi.org/10.3389/fgene.2023.1105893 Text en Copyright © 2023 Zhang, Hu, Yu and Wei. 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
Zhang, Tianjiu
Hu, Xiaolin
Yu, Song
Wei, Chunyan
Construction of ceRNA network based on RNA-seq for identifying prognostic lncRNA biomarkers in Perthes disease
title Construction of ceRNA network based on RNA-seq for identifying prognostic lncRNA biomarkers in Perthes disease
title_full Construction of ceRNA network based on RNA-seq for identifying prognostic lncRNA biomarkers in Perthes disease
title_fullStr Construction of ceRNA network based on RNA-seq for identifying prognostic lncRNA biomarkers in Perthes disease
title_full_unstemmed Construction of ceRNA network based on RNA-seq for identifying prognostic lncRNA biomarkers in Perthes disease
title_short Construction of ceRNA network based on RNA-seq for identifying prognostic lncRNA biomarkers in Perthes disease
title_sort construction of cerna network based on rna-seq for identifying prognostic lncrna biomarkers in perthes disease
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10252144/
https://www.ncbi.nlm.nih.gov/pubmed/37303951
http://dx.doi.org/10.3389/fgene.2023.1105893
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