Related Experiment Video
Updated: Feb 14, 2026

Mapping the Structure-Function Relationships of Disordered Oncogenic Transcription Factors Using Transcriptomic Analysis
Published on: June 27, 2020
A Putative Hsa-miR-582-5p-CD81 Relationship Identified by Integrative Transcriptomic Analysis in Osteosarcoma
Ju-Fang Liu1,2,3, Tsung-Ming Chang4, Chi-Jen Chang5,6
1School of Oral Hygiene, College of Oral Medicine, Taipei Medical University, Taipei 11031, Taiwan.
This study identifies CD81 as a potential prognostic biomarker for osteosarcoma (OS), a rare bone cancer. Reduced CD81 expression correlates with poorer survival, suggesting its role in OS progression.
Area of Science:
- Oncology
- Genomics
- Bioinformatics
Background:
- Osteosarcoma (OS) is the most common primary bone cancer in adolescents, with poor outcomes for metastatic disease.
- The need for molecular biomarkers in OS is critical for improved diagnosis and treatment.
- Current understanding of OS molecular mechanisms requires further investigation.
Purpose of the Study:
- To identify novel molecular biomarkers for osteosarcoma (OS).
- To investigate the prognostic significance of differentially expressed genes (DEGs) in OS.
- To explore potential regulatory relationships between microRNAs (miRNAs) and candidate genes in OS.
Main Methods:
- Integrated three Gene Expression Omnibus (GEO) mRNA expression datasets to identify DEGs between OS and controls.
- Constructed a protein-protein interaction network and prioritized hub genes using network topology algorithms.
- Evaluated prognostic associations, predicted upstream miRNAs, and performed functional enrichment analyses (GO, KEGG, cancer hallmarks).
Main Results:
- Identified 107 overlapping DEGs and prioritized eight hub genes.
- CD81 was significantly associated with overall survival (p = 0.043) and showed reduced expression in OS tissues and cell lines.
- hsa-miR-582-5p was identified as a candidate miRNA targeting CD81 and was upregulated in OS plasma.
Conclusions:
- CD81 is a potential prognostic biomarker for osteosarcoma (OS).
- The hsa-miR-582-5p-CD81 axis is a putative regulatory relationship for future validation.
- The identified gene signature is linked to angiogenesis, ECM remodeling, and metastasis in OS.
More Related Videos
Related Concept Videos
Relationship Formation
Ending Relationships
Pharmacokinetic–Pharmacodynamic Relationship: Duration of Dose-Effect Relationship
Relationship Growth
Pharmacokinetic–Pharmacodynamic Relationship: Intensity of Dose-Effect Relationship
Social Relationships and Well-Being

