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Developing the Role of a Multigene Panel in BMSCC: Tumor Microenvironment Impact and Clinical Applications
Kinjal D Patel1, Vaidehi P Thakore1, Ashi R Thobias1
1Cancer Biology Department, The Gujarat Cancer & Research Institute (GCRI), Ahmedabad, Gujarat, India.
A new 24-gene panel shows promise for diagnosing and predicting outcomes in buccal mucosa squamous cell carcinoma (BMSCC). This oral cancer biomarker panel aids in early detection and prognosis, potentially improving patient survival rates.
Area of Science:
- Oncology
- Genomics
- Biomarker Discovery
Background:
- Buccal mucosa squamous cell carcinoma (BMSCC) is a significant oral cancer in India, often diagnosed late, leading to high recurrence and mortality.
- Current diagnostic and prognostic methods for BMSCC have limitations, necessitating novel approaches.
Purpose of the Study:
- To develop and validate a multigene panel for the diagnosis and prognosis of BMSCC.
- To identify key genes associated with BMSCC development and patient outcomes.
Main Methods:
- Gene-expression profiling using microarray analysis on formalin-fixed paraffin-embedded (FFPE) tissues from BMSCC and normal samples.
- Bioinformatic analysis including gene ontology, pathway analysis, and protein-protein interaction networks.
- Validation using TCGA datasets and quantitative real-time PCR (qRT-PCR) in a clinical cohort.
Main Results:
- A 24-gene panel was identified, with 15 genes showing correlation with poor prognosis in TCGA data.
- Significant alterations in 22 genes were observed in the clinical cohort via qRT-PCR.
- Eleven genes demonstrated >80% diagnostic accuracy, confirmed by receiver operating characteristic curve analysis.
Conclusions:
- The developed 24-gene panel exhibits significant potential for both the diagnosis and prognosis of BMSCC.
- This multigene signature offers a promising tool for improving early detection and patient management strategies for BMSCC.
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