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Identification of ceRNA networks in type H and L vascular endothelial cells through integrated bioinformatics methods.
- 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.
- Subjects :
- Humans
RNA, Long Noncoding genetics
RNA, Long Noncoding metabolism
Protein Interaction Maps genetics
Gene Expression Profiling methods
Microvessels cytology
RNA, Competitive Endogenous
Computational Biology methods
Endothelial Cells metabolism
Endothelial Cells cytology
Gene Regulatory Networks
RNA, Messenger genetics
RNA, Messenger metabolism
MicroRNAs genetics
Subjects
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