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Identifying Genetic Signatures Associated with Oncogene-Induced Replication Stress in Osteosarcoma and Screening for
This study identifies seven key replication stress-related genes (RSGs) in osteosarcoma and screens potential therapeutic drugs. Six drugs, including repaglinide and tacrolimus, show promise for treating osteosarcoma by targeting these RSGs.
Area of Science:
- Oncology
- Genomics
- Pharmacology
Background:
- Osteosarcoma, a common primary bone cancer, presents challenges due to chemotherapy's systemic toxicity and lack of tumor specificity.
- Identifying novel therapeutic targets and drugs is crucial for improving osteosarcoma treatment outcomes.
- Oncogene-induced replication stress (ORS) is implicated in aggressive cancers, suggesting its potential as a therapeutic target.
Purpose of the Study:
- To identify novel biomarkers associated with oncogene-induced replication stress (ORS) in osteosarcoma.
- To screen for potential anti-osteosarcoma drugs targeting identified biomarkers.
- To develop a prognostic model for osteosarcoma based on replication stress-related genes (RSGs).
Main Methods:
- Analysis of 89 osteosarcoma samples from the TARGET database to identify differentially expressed genes (DEGs) related to ORS.
- Screening of key RSGs using LASSO regression and Cox proportional regression prognostic model.
- Validation of the prognostic model using the GSE21257 dataset from the GEO database and drug screening in L1000PWD and DGIdb databases.
Main Results:
- Seven key RSGs (TCF7L2, SLC27A4, PCSK5, NOL6, CHCHD4, EIF3B, SCO1) were identified and associated with ORS in osteosarcoma.
- A prognostic model based on these seven RSGs was validated.
- Six potential anti-osteosarcoma drugs were identified: repaglinide, tacrolimus, sirolimus, cyclosporine, hydrochlorothiazide, and VU-0365117-1.
Conclusions:
- The identified seven RSGs are potentially linked to ORS signatures in osteosarcoma, serving as valuable biomarkers.
- The screened drugs represent promising candidates for novel osteosarcoma therapies.
- This study provides a foundation for developing targeted therapies against osteosarcoma based on replication stress pathways.
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