Cargando…

Analysis of crucial genes, pathways and construction of the molecular regulatory networks in vascular smooth muscle cell calcification

Vascular calcification (VC) accompanies the trans-differentiation of vascular smooth muscle cells (VSMCs) into osteo/chondrocyte-like cells and resembles physiological bone mineralization. However, the molecular mechanisms underlying VC initiation and progression have remained largely elusive. The a...

Descripción completa

Detalles Bibliográficos
Autores principales: Wei, Xiaomin, Su, Yiming, Li, Qiyi, Zheng, Zhiyong, Hou, Peiyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: D.A. Spandidos 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8027762/
https://www.ncbi.nlm.nih.gov/pubmed/33850561
http://dx.doi.org/10.3892/etm.2021.10021
_version_ 1783675869050437632
author Wei, Xiaomin
Su, Yiming
Li, Qiyi
Zheng, Zhiyong
Hou, Peiyong
author_facet Wei, Xiaomin
Su, Yiming
Li, Qiyi
Zheng, Zhiyong
Hou, Peiyong
author_sort Wei, Xiaomin
collection PubMed
description Vascular calcification (VC) accompanies the trans-differentiation of vascular smooth muscle cells (VSMCs) into osteo/chondrocyte-like cells and resembles physiological bone mineralization. However, the molecular mechanisms underlying VC initiation and progression have remained largely elusive. The aim of the present study was to identify the genes and pathways common to VSMC and osteoblast calcification and construct a regulatory network of non-coding RNAs and transcription factors (TFs). To this end, the Gene Expression Omnibus dataset GSE37558 including mRNA microarray data of calcifying VSMCs (CVSMCs) and calcifying osteoblasts (COs) was analyzed. The differentially expressed genes (DEGs) were screened and functionally annotated and the microRNA (miRNA/mRNA)-mRNA, TF-miRNA and long non-coding RNA (lncRNA)-TF regulatory networks were constructed. A total of 318 DEGs were identified in the CVSMCs relative to the non-calcified VSMCs, of which 43 were shared with the COs. The CVSMC-related DEGs were mainly enriched in the functional terms cell cycle, extracellular matrix (ECM), inflammation and chemotaxis-mediated signaling pathways, of which ECM was enriched by the DEGs for the COs as well. The protein-protein interaction network of CVSMCs consisted of 281 genes and 3,650 edges. There were 30 hub genes in this network, including maternal embryonic leucine zipper kinase (MELK), which potentially regulates the differentially expressed TF (DETF) forkhead box (FOX)M1 and is a potential target gene of Homo sapiens miR-485-3p and miR-181d. The TF-miRNA network included 251 TFs and 60 miRNAs, including 10 DETFs such as FOXO1 and snail family transcriptional repressor 2 (SNAI2). Furthermore, the lncRNAs H19 imprinted maternally expressed transcript (H19) and differentiation antagonizing non-protein coding RNA (DANCR) were predicted as the upstream regulators of FOXO1 and SNAI2 in the lncRNA-TF regulatory network. DANCR, MELK and FOXM1 were downregulated, and H19, FOXO1 and SNAI2 were upregulated in the CVSMCs. Taken together, the CVSMCs and COs exhibited similar molecular changes in the ECM. In addition, the MELK-FOXM1, H19/DANCR-FOXO1 and SNAI2 regulatory pathways likely mediate VSMC calcification.
format Online
Article
Text
id pubmed-8027762
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher D.A. Spandidos
record_format MEDLINE/PubMed
spelling pubmed-80277622021-04-12 Analysis of crucial genes, pathways and construction of the molecular regulatory networks in vascular smooth muscle cell calcification Wei, Xiaomin Su, Yiming Li, Qiyi Zheng, Zhiyong Hou, Peiyong Exp Ther Med Articles Vascular calcification (VC) accompanies the trans-differentiation of vascular smooth muscle cells (VSMCs) into osteo/chondrocyte-like cells and resembles physiological bone mineralization. However, the molecular mechanisms underlying VC initiation and progression have remained largely elusive. The aim of the present study was to identify the genes and pathways common to VSMC and osteoblast calcification and construct a regulatory network of non-coding RNAs and transcription factors (TFs). To this end, the Gene Expression Omnibus dataset GSE37558 including mRNA microarray data of calcifying VSMCs (CVSMCs) and calcifying osteoblasts (COs) was analyzed. The differentially expressed genes (DEGs) were screened and functionally annotated and the microRNA (miRNA/mRNA)-mRNA, TF-miRNA and long non-coding RNA (lncRNA)-TF regulatory networks were constructed. A total of 318 DEGs were identified in the CVSMCs relative to the non-calcified VSMCs, of which 43 were shared with the COs. The CVSMC-related DEGs were mainly enriched in the functional terms cell cycle, extracellular matrix (ECM), inflammation and chemotaxis-mediated signaling pathways, of which ECM was enriched by the DEGs for the COs as well. The protein-protein interaction network of CVSMCs consisted of 281 genes and 3,650 edges. There were 30 hub genes in this network, including maternal embryonic leucine zipper kinase (MELK), which potentially regulates the differentially expressed TF (DETF) forkhead box (FOX)M1 and is a potential target gene of Homo sapiens miR-485-3p and miR-181d. The TF-miRNA network included 251 TFs and 60 miRNAs, including 10 DETFs such as FOXO1 and snail family transcriptional repressor 2 (SNAI2). Furthermore, the lncRNAs H19 imprinted maternally expressed transcript (H19) and differentiation antagonizing non-protein coding RNA (DANCR) were predicted as the upstream regulators of FOXO1 and SNAI2 in the lncRNA-TF regulatory network. DANCR, MELK and FOXM1 were downregulated, and H19, FOXO1 and SNAI2 were upregulated in the CVSMCs. Taken together, the CVSMCs and COs exhibited similar molecular changes in the ECM. In addition, the MELK-FOXM1, H19/DANCR-FOXO1 and SNAI2 regulatory pathways likely mediate VSMC calcification. D.A. Spandidos 2021-06 2021-04-02 /pmc/articles/PMC8027762/ /pubmed/33850561 http://dx.doi.org/10.3892/etm.2021.10021 Text en Copyright: © Wei et al. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.
spellingShingle Articles
Wei, Xiaomin
Su, Yiming
Li, Qiyi
Zheng, Zhiyong
Hou, Peiyong
Analysis of crucial genes, pathways and construction of the molecular regulatory networks in vascular smooth muscle cell calcification
title Analysis of crucial genes, pathways and construction of the molecular regulatory networks in vascular smooth muscle cell calcification
title_full Analysis of crucial genes, pathways and construction of the molecular regulatory networks in vascular smooth muscle cell calcification
title_fullStr Analysis of crucial genes, pathways and construction of the molecular regulatory networks in vascular smooth muscle cell calcification
title_full_unstemmed Analysis of crucial genes, pathways and construction of the molecular regulatory networks in vascular smooth muscle cell calcification
title_short Analysis of crucial genes, pathways and construction of the molecular regulatory networks in vascular smooth muscle cell calcification
title_sort analysis of crucial genes, pathways and construction of the molecular regulatory networks in vascular smooth muscle cell calcification
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8027762/
https://www.ncbi.nlm.nih.gov/pubmed/33850561
http://dx.doi.org/10.3892/etm.2021.10021
work_keys_str_mv AT weixiaomin analysisofcrucialgenespathwaysandconstructionofthemolecularregulatorynetworksinvascularsmoothmusclecellcalcification
AT suyiming analysisofcrucialgenespathwaysandconstructionofthemolecularregulatorynetworksinvascularsmoothmusclecellcalcification
AT liqiyi analysisofcrucialgenespathwaysandconstructionofthemolecularregulatorynetworksinvascularsmoothmusclecellcalcification
AT zhengzhiyong analysisofcrucialgenespathwaysandconstructionofthemolecularregulatorynetworksinvascularsmoothmusclecellcalcification
AT houpeiyong analysisofcrucialgenespathwaysandconstructionofthemolecularregulatorynetworksinvascularsmoothmusclecellcalcification