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Identification of Potential BRAF Inhibitor Joint Therapy Targets in PTC based on WGCAN and DCGA
YaLi Han1, XiaQing Yu2, YuZhen Yin2
1Shanghai Center for Thyroid Disease, Shanghai Tenth People's Hospital, Shanghai, China.
Abstract:
As the most common mutation in papillary thyroid cancer (PTC), B-type Raf kinase V600E mutation (BRAF ) has become an important target for the clinical treatment of PTC. However, the clinical application still faces the problem of resistance to BRAF inhibitors (BRAFi). Therefore, exploring BRAFV600E-associated prognostic factors to providing potential joint targets is important for combined targeted therapy with BRAFi. In this study, we combined transcript data and clinical information from 199 BRAF wild-type (BRAF ) patients and 283 BRAF mutant patients collected from The Cancer Genome Atlas (TCGA), and screened 455 BRAFV600E- associated genes through differential analysis and weighted gene co-expression network analysis. Based on these BRAF -associated genes, we performed functional enrichment analysis and co-expression differential analysis and constructed a core co-expression network. Next, genes in the differential co-expression network were used to predict drugs for therapy in the crowd extracted expression of differential signatures (CREEDS) database, and the key genes were selected based on the hub co-expression network through survival analyses and receiver operating characteristic (ROC) curve analyses. Finally, we obtained eight BRAFV600 -associated biomarkers with both prognostic and diagnostic values as potential BRAFi joint targets, including FN1, MET, SLC34A2, NGEF, TBC1D2, PLCD3, PROS1, and NECTIN4. Among these genes, FN1, MET, PROS1, and TBC1D2 were validated through GEO database. Two novel biomarkers, PROS1 and TBC1D2, were further validated by qRT-PCR experiment. Besides, we obtained four potential targeted drugs that could be used in combination with BRAFi to treat PTC, including MET inhibitor, ERBB3 inhibitor, anti-NaPi2b antibody-drug conjugate, and carboplatin through literature review. The study provided potential drug targets for combination therapy with BRAFi for PTC to overcome the drug resistance for BRAFi.
Insights
This study identified eight key genes associated with BRAF V600E mutations in papillary thyroid cancer (PTC). These biomarkers offer potential targets for combination therapy to overcome resistance to BRAF inhibitors (BRAFi) in PTC treatment.
Area of Science:
- Oncology
- Genetics
- Molecular Biology
Background:
- Papillary thyroid cancer (PTC) frequently harbors the BRAF V600E mutation, a key target for BRAF inhibitors (BRAFi).
- Clinical resistance to BRAFi necessitates the identification of novel therapeutic targets for combination strategies.
Purpose of the Study:
- To identify BRAF V600E-associated prognostic biomarkers for papillary thyroid cancer.
- To explore potential combination therapies with BRAF inhibitors to overcome treatment resistance.
Main Methods:
- Analysis of transcriptomic and clinical data from TCGA for BRAF wild-type and mutant PTC patients.
- Differential gene expression analysis, weighted gene co-expression network analysis (WGCNA), and functional enrichment.
- Survival analysis, ROC curve analysis, and validation using GEO database and qRT-PCR.
Main Results:
- Identified eight BRAF V600E-associated biomarkers (FN1, MET, SLC34A2, NGEF, TBC1D2, PLCD3, PROS1, NECTIN4) with prognostic and diagnostic value.
- Validated FN1, MET, PROS1, and TBC1D2 in independent datasets; confirmed PROS1 and TBC1D2 via qRT-PCR.
- Identified four potential drugs (MET inhibitor, ERBB3 inhibitor, anti-NaPi2b ADC, carboplatin) for combination therapy.
Conclusions:
- Discovered novel biomarkers (PROS1, TBC1D2) and validated existing ones for BRAF V600E-mutant PTC.
- These biomarkers represent potential targets for overcoming BRAFi resistance in PTC.
- Identified promising drug combinations to enhance the efficacy of BRAFi therapy for PTC patients.
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