Development of a prognostic gene signature and exploration of P4HA1 in the modulation of cuproptosis in colorectal cancer

预后基因特征的开发和 P4HA1 在结直肠癌杯状凋亡调节中的探索

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作者:RenJie Jiang, LinLin Ruan, Taohui Ding, Hongtao Wan, Yanglin Chen, XiaoJian Zhu, Zhijiang Huang, Dengke Yao, Ming Li, Bo Yi, Dan Liu

Abstract

Cuproptosis, a newly identified form of cell death, has drawn increasing attention for its association with various cancers, though its specific role in colorectal cancer (CRC) remains unclear. In this study, transcriptomic and clinical data from CRC patients available in the TCGA database were analyzed to investigate the impact of cuproptosis. Differentially expressed genes linked to cuproptosis were identified using Weighted Gene Co-Expression Network Analysis (WGCNA). Key genes were further refined through LASSO regression and random forest approaches, culminating in the development of a prognostic model comprising six critical genes. The predictive accuracy of the model was validated using two independent external datasets. This model effectively stratified patients into high- and low-risk groups, which exhibited significant differences in disease stage, immune landscape, tumor mutational burden, and therapeutic response, underscoring the robustness of the model. P4HA1 was identified as a key gene of interest, where downregulation was found to inhibit tumor progression in single-cell sequencing analyses and in vitro experiments. Additionally, suppression of P4HA1 enhanced the sensitivity of CRC cells to the cuproptosis inducer elesclomol (ES), potentially through oxidative stress mechanisms. In conclusion, this study proposes a prognostic model based on six cuproptosis-related genes that could aid in personalizing CRC treatment. Furthermore, P4HA1 emerges as a promising therapeutic target.

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