Identifying the programmed cell death index of hepatocellular carcinoma for prognosis and therapy response improvement by machine learning: a bioinformatics analysis and experimental validation

Identifying the programmed cell death index of hepatocellular carcinoma for prognosis and therapy response improvement by machine learning: a bioinformatics analysis and experimental validation

BackgroundDespite advancements in hepatocellular carcinoma (HCC) treatments, the prognosis for patients remains suboptimal. Cumulative evidence suggests that programmed cell death (PCD) exerts crucial functions in HCC. PCD-related genes are potential predictors for prognosis and therapeutic response...

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Bibliographic Details
Main Authors: Yuanxin Shi, Yunxiang Feng, Peng Qiu, Kai Zhao, Xiangyu Li, Zhengdong Deng, Jianming Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Series:Frontiers in Immunology
Subjects:
hepatocellular carcinoma
immunotherapy
prognostic model
machine learning
programmed cell death
Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2023.1298290/full

Internet

https://www.frontiersin.org/articles/10.3389/fimmu.2023.1298290/full

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