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September 10, 2025Frontiers in ImmunologyOpen Access

Integrated multi-omics and machine learning reveal an immunogenic cell death-related signature for prognostic stratification and therapeutic optimization in colorectal cancer

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Integrated analysis reveals an immunogenic cell death signature for therapeutic optimization, suggesting improved prognostic accuracy.

The optimized immunogenic cell death-related signature demonstrated strong predictive performance for survival in colorectal cancer patients.
A novel macrophage subtype was discovered, revealing its role in tumor immunity and potential implications for immunotherapy.
A comprehensive computational analysis involving machine learning methods validated the prognostic significance of 11 key genes related to immunogenic cell death.
The study suggests Olaparib as a promising therapeutic candidate for patients identified at high risk with the immunogenic cell death-related signature.

Hou et al. (2025) studied this question.

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