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Leveraging programmed cell death patterns to predict prognosis and therapeutic sensitivity in OSCC
An Wang1,2, Chi Zhang1,2, Yuhan Wang1,2
1Department of Oral and Maxillofacial Surgery, The Affiliated Stomatological Hospital, Nanjing Medical University, Nanjing, Jiangsu, China.
Oral Diseases
|September 24, 2024
Summary
A new cell death index (CDI) biomarker predicts oral squamous cell carcinoma (OSCC) outcomes. This index aids in prognostication and therapeutic prediction, offering insights into cancer cell differentiation.
Area of Science:
- Oncology
- Molecular Biology
- Biomarker Discovery
Background:
- Programmed cell death (PCD) plays a critical role in cancer development and treatment response.
- Understanding these intricate associations is crucial for improving patient outcomes in oral squamous cell carcinoma (OSCC).
Purpose of the Study:
- To develop a novel prognostic and predictive biomarker for OSCC by integrating multiple programmed cell death patterns.
- To establish a Cell Death Index (CDI) for assessing patient prognosis and predicting therapeutic response in OSCC.
Main Methods:
- Constructed the CDI using univariate Cox regression, Kaplan-Meier survival, and LASSO analyses on 12 PCD patterns.
- Developed a nomogram combining CDI with clinicopathological parameters via multivariate Cox regression.
- Analyzed associations between CDI, immune landscape, and therapeutic sensitivity using scRNA-seq data.
Main Results:
- A prognostic signature comprising 10 selected PCD genes was derived for OSCC.
- The CDI and nomogram demonstrated robust and superior prognostic performance across independent patient cohorts.
- CDI showed a negative association with tumor-infiltrating immune cells and immunotherapy outcomes, with key genes involved in cell differentiation.
Conclusions:
- The Cell Death Index (CDI) is established as a powerful predictor for OSCC prognosis and therapeutic response.
- The study suggests a potential role for CDI in cancer cell differentiation processes.
- CDI offers a novel tool for personalized medicine approaches in OSCC treatment.
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