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Integrated Analysis of lncRNA and mRNA Expression Profiles Indicates Age-Related Changes in Meniscus
Little has been known about the role of long non-coding RNA (lncRNA) involves in change of aged meniscus. Microarray analyses were performed to identify lncRNAs and mRNAs expression profiles of meniscus in young and aging adults and apple bioinformatics methods to analyse their potential roles. The...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8960627/ https://www.ncbi.nlm.nih.gov/pubmed/35359458 http://dx.doi.org/10.3389/fcell.2022.844555 |
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author | Ai, Li-Ya Du, Ming-Ze Chen, You-Rong Xia, Peng-Yan Zhang, Ji-Ying Jiang, Dong |
author_facet | Ai, Li-Ya Du, Ming-Ze Chen, You-Rong Xia, Peng-Yan Zhang, Ji-Ying Jiang, Dong |
author_sort | Ai, Li-Ya |
collection | PubMed |
description | Little has been known about the role of long non-coding RNA (lncRNA) involves in change of aged meniscus. Microarray analyses were performed to identify lncRNAs and mRNAs expression profiles of meniscus in young and aging adults and apple bioinformatics methods to analyse their potential roles. The differentially expressed (DE) lncRNAs and mRNAs were confirmed by qRT-PCR. A total of 1608 DE lncRNAs and 1809 DE mRNAs were identified. Functional and pathway enrichment analyses of all DE mRNAs showed that DE mRNAs were mainly involved in the TGF-beta, Wnt, Hippo, PI3K-Akt signaling pathway. The expressions of TNFRSF11B and BMP2 were significantly upregulated in aging group. LASSO logistic regression analysis of the DE lncRNAs revealed four lncRNAs (AC124312.5, HCG11, POC1B-AS1, and AP001011.1) that were associated with meniscus degradation. CNC analysis demonstrated that AP001011 inhibited the expression of TNFRSF11B and AC1243125 upregulated the expression of TNFRSF11B. CeRNA analysis suggested that POC1B-AS1 regulates the expression of BMP2 by sponging miR 130a-3p, miR136-5p, miR 18a-3p, and miR 608. Furthermore, subcellular localization and m(6)A modification sites prediction analysis of these four lncRNAs was performed. These data lay a foundation for extensive studies on the role of lncRNAs in change of aged meniscus. |
format | Online Article Text |
id | pubmed-8960627 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89606272022-03-30 Integrated Analysis of lncRNA and mRNA Expression Profiles Indicates Age-Related Changes in Meniscus Ai, Li-Ya Du, Ming-Ze Chen, You-Rong Xia, Peng-Yan Zhang, Ji-Ying Jiang, Dong Front Cell Dev Biol Cell and Developmental Biology Little has been known about the role of long non-coding RNA (lncRNA) involves in change of aged meniscus. Microarray analyses were performed to identify lncRNAs and mRNAs expression profiles of meniscus in young and aging adults and apple bioinformatics methods to analyse their potential roles. The differentially expressed (DE) lncRNAs and mRNAs were confirmed by qRT-PCR. A total of 1608 DE lncRNAs and 1809 DE mRNAs were identified. Functional and pathway enrichment analyses of all DE mRNAs showed that DE mRNAs were mainly involved in the TGF-beta, Wnt, Hippo, PI3K-Akt signaling pathway. The expressions of TNFRSF11B and BMP2 were significantly upregulated in aging group. LASSO logistic regression analysis of the DE lncRNAs revealed four lncRNAs (AC124312.5, HCG11, POC1B-AS1, and AP001011.1) that were associated with meniscus degradation. CNC analysis demonstrated that AP001011 inhibited the expression of TNFRSF11B and AC1243125 upregulated the expression of TNFRSF11B. CeRNA analysis suggested that POC1B-AS1 regulates the expression of BMP2 by sponging miR 130a-3p, miR136-5p, miR 18a-3p, and miR 608. Furthermore, subcellular localization and m(6)A modification sites prediction analysis of these four lncRNAs was performed. These data lay a foundation for extensive studies on the role of lncRNAs in change of aged meniscus. Frontiers Media S.A. 2022-03-10 /pmc/articles/PMC8960627/ /pubmed/35359458 http://dx.doi.org/10.3389/fcell.2022.844555 Text en Copyright © 2022 Ai, Du, Chen, Xia, Zhang and Jiang. 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 | Cell and Developmental Biology Ai, Li-Ya Du, Ming-Ze Chen, You-Rong Xia, Peng-Yan Zhang, Ji-Ying Jiang, Dong Integrated Analysis of lncRNA and mRNA Expression Profiles Indicates Age-Related Changes in Meniscus |
title | Integrated Analysis of lncRNA and mRNA Expression Profiles Indicates Age-Related Changes in Meniscus |
title_full | Integrated Analysis of lncRNA and mRNA Expression Profiles Indicates Age-Related Changes in Meniscus |
title_fullStr | Integrated Analysis of lncRNA and mRNA Expression Profiles Indicates Age-Related Changes in Meniscus |
title_full_unstemmed | Integrated Analysis of lncRNA and mRNA Expression Profiles Indicates Age-Related Changes in Meniscus |
title_short | Integrated Analysis of lncRNA and mRNA Expression Profiles Indicates Age-Related Changes in Meniscus |
title_sort | integrated analysis of lncrna and mrna expression profiles indicates age-related changes in meniscus |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8960627/ https://www.ncbi.nlm.nih.gov/pubmed/35359458 http://dx.doi.org/10.3389/fcell.2022.844555 |
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