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Exploring circulating MiRNA signature for osteosarcoma detection: Bioinformatics-based analyzing and validation.
- Source :
-
Pathology, research and practice [Pathol Res Pract] 2024 Nov; Vol. 263, pp. 155615. Date of Electronic Publication: 2024 Oct 01. - Publication Year :
- 2024
-
Abstract
- Early detection followed by efficient treatment still remain a considerable challenge for osteosarcoma (OS), indicating the importance of emerging innovative diagnostic methods. Circulating miRNAs offer a promising and non-invasive approach to assess the OS molecular landscapes. This study utilized RNAseq data from OS plasma miRNA expression profiles (PRJEB30542) and PCR Array data (GSE65071) from GEO and ENA databases. In total, 43 miRNAs demonstrated significant differential expression in OS samples of training dataset. A diagnostic model, including hsa-miR-30a-5p, hsa-miR-556-3p, hsa-miR-200a-3p, and hsa-miR-582-5p was identified through multivariate logistic regression analysis and demonstrated significant efficacy in differentiating OS patients from healthy controls in the validation group (AUC: 0.917, sensitivity: 1, specificity: 0.85). The result of target gene prediction and functional enrichment analyses revealed significant associations with terms such as epithelial morphogenesis, P53 and Wnt signaling pathways, and neoplasm metastasis. Further bioinformatics-based evaluations showed that the down-regulation of these miRNAs significantly correlates with poor prognosis and lower survival rate in OS patients and propose their tumor suppressor function in pathogenesis of OS. Furthermore, the study developed a miRNA-mRNA subnetwork that connects these miRNAs to the P53 and Wnt signaling pathways, which are critical pathways with oncogenic effects on OS progression. This comprehensive approach not only presents a promising diagnostic model but also proposes potential molecular markers for OS early diagnosis, making prognosis, and targeted therapy. The identified miRNA-mRNA functional axis holds promise as a valuable resource for further research in understanding OS pathogenesis and establishing therapeutic modalities.<br />Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper<br /> (Copyright © 2024 Elsevier GmbH. All rights reserved.)
- Subjects :
- Humans
Male
Female
Prognosis
Gene Expression Profiling methods
Gene Expression Regulation, Neoplastic genetics
MicroRNAs blood
MicroRNAs genetics
Osteosarcoma genetics
Osteosarcoma diagnosis
Osteosarcoma blood
Osteosarcoma pathology
Bone Neoplasms genetics
Bone Neoplasms diagnosis
Bone Neoplasms blood
Bone Neoplasms pathology
Biomarkers, Tumor genetics
Biomarkers, Tumor blood
Computational Biology
Circulating MicroRNA genetics
Circulating MicroRNA blood
Subjects
Details
- Language :
- English
- ISSN :
- 1618-0631
- Volume :
- 263
- Database :
- MEDLINE
- Journal :
- Pathology, research and practice
- Publication Type :
- Academic Journal
- Accession number :
- 39378797
- Full Text :
- https://doi.org/10.1016/j.prp.2024.155615