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Identification of ceRNA networks in type H and L vascular endothelial cells through integrated bioinformatics methods.

Authors :
Liu Z
Ruan Z
Long H
Zhao R
Zhu Y
Lin Z
Chen P
Zhao S
Source :
Zhong nan da xue xue bao. Yi xue ban = Journal of Central South University. Medical sciences [Zhong Nan Da Xue Xue Bao Yi Xue Ban] 2024 Apr 28; Vol. 49 (4), pp. 562-577.
Publication Year :
2024

Abstract

Objectives: Type H blood vessels are a subtype of bone-specific microvessels (CD31 <superscript>hi</superscript> Emcn <superscript>hi</superscript> ) that play an important regulatory role in the coupling of angiogenesis and osteogenesis. Despite reports on the distinct roles of type H and L vessels under physiological and pathological bone conditions, their genetic differences remain to be elucidated. This study aims to construct a competitive endogenous RNA (ceRNA) network of key gene for differencial expression (DE) in type H and L vascular endothelial cells (ECs) through integrated bioinformatic methods.<br />Methods: We downloaded relevant raw data from the ArrayExpress and the Gene Expression Omnibus (GEO) database and used the Limma R-Bioconductor package to screen for DE lncRNAs, DE miRNAs, and DE mRNAs between type H and L vascular ECs. A total ceRNA network was constructed based on their interactions, followed by refinement using protein-protein interaction (PPI) networks to select upregulated and downregulated key genes. Enrichment analysis was performed on these key genes. Random validation was conducted using flow cytometry and real-time RT-PCR.<br />Results: A total of 1 761 DE mRNAs, 187 DE lncRNAs, and 159 DE miRNAs were identified, and a comprehensive ceRNA network was constructed based on their interactions. Six upregulated ( Itga5 , Kdr , Tjp1 , Pecam1 , Cdh5 , and Ptk2 ) and 2 downregulated ( Csf1r and Il10 ) key genes were selected via PPI network to construct a subnetwork of ceRNAs related to these key genes. Upregulated key genes were mainly enriched in negative regulation of angiogenesis and vascular apoptosis. Results from flow cytometry and real-time RT-PCR were consistent with bioinformatics analysis.<br />Conclusions: This study proposes a ceRNA network associated with upregulated and downregulated type H and L vascular ECs based on selected key genes, providing new insights into the regulatory mechanisms of type H and L vascular ECs in bone metabolism.

Details

Language :
English; Chinese
ISSN :
1672-7347
Volume :
49
Issue :
4
Database :
MEDLINE
Journal :
Zhong nan da xue xue bao. Yi xue ban = Journal of Central South University. Medical sciences
Publication Type :
Academic Journal
Accession number :
39019785
Full Text :
https://doi.org/10.11817/j.issn.1672-7347.2024.230343