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Deep integrative analysis of microRNA-mRNA regulatory networks for biomarker and target discovery in chondrosarcoma
Jinpo Sui1, Qingkuan Liu1, Hongyan Zhang2
1Department of Joint Surgery, The Affiliated Hospital of Jining Medical University, Shandong, China.
Abstract:
Chondrosarcoma (CHS) is a common malignant bone sarcoma and its occurrence increases with age. microRNAs (miRNAs) are a class of noncoding RNAs that participate in various biological processes and disease pathogenesis by targeting functional messenger RNA (mRNA). However, the modulation of miRNAs in CHS remains largely unknown. In this study, we performed integrative analysis to explore the expression profiles of miRNAs and mRNAs, together with their interaction networks in human CHS tissues and cell lines by RNA-seq (miRNA and mRNA). A total of 133 and 796 differentially expressed miRNAs and mRNAs were identified (|Fold change| ≥ 2 and P-value ≤ 0.5). miRNA-mRNA regulatory interactions between 55 miRNAs and 242 mRNAs were screened by the Pearson correlation analysis and target prediction. mRNAs in the network were enriched to 145 Gene Ontology terms and 35 Kyoto Encyclopedia of Genes and Genomes pathways. Specifically, some key regulators (hub-miRNAs) in the network (miR-622, miR-4539, miR-145, miR-25, and miR-96) were suggested to play important regulatory roles in the pathogenesis of CHS. In addition, functional experiments validated that miR-622 regulated CHS cell proliferation by targeting bone morphogenetic protein 1 (BMP1).
Insights
This study reveals key microRNAs (miRNAs) involved in chondrosarcoma (CHS) development. miR-622 was identified as a regulator of CHS cell proliferation by targeting bone morphogenetic protein 1 (BMP1).
Area of Science:
- Oncology
- Molecular Biology
- Genetics
Background:
- Chondrosarcoma (CHS) is a prevalent bone malignancy with increasing incidence in older individuals.
- MicroRNAs (miRNAs) are crucial noncoding RNAs regulating biological processes and disease, but their role in CHS is not well understood.
Purpose of the Study:
- To investigate the expression profiles and regulatory networks of miRNAs and messenger RNAs (mRNAs) in chondrosarcoma.
- To identify key miRNAs and their mRNA targets involved in CHS pathogenesis.
Main Methods:
- Integrative analysis of miRNA and mRNA expression profiles using RNA-sequencing (RNA-seq) on human CHS tissues and cell lines.
- Screening of miRNA-mRNA regulatory interactions via Pearson correlation analysis and target prediction.
- Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis.
Main Results:
- Identified 133 differentially expressed miRNAs and 796 differentially expressed mRNAs.
- Established a regulatory network involving 55 miRNAs and 242 mRNAs.
- Highlighted potential key regulatory miRNAs (hub-miRNAs) including miR-622, miR-4539, miR-145, miR-25, and miR-96.
- Functional experiments confirmed miR-622 targets BMP1 and regulates CHS cell proliferation.
Conclusions:
- This study elucidates the miRNA and mRNA expression landscape in chondrosarcoma.
- Identified specific miRNAs, notably miR-622, as critical regulators in CHS pathogenesis.
- The findings provide novel insights into molecular mechanisms underlying CHS and suggest potential therapeutic targets.
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