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一种新型铜死亡相关基因特征的构建及胆管癌的综合分析

Construction of a novel cuproptosis-related gene signature and integrative analyses in cholangiocarcinoma.

作者信息

Wang Liye, Li Pan, Gong Shuai, Pang Lina, Li Mingyu, Zhang Chi, Zhang Shengli, Zhang Xiaoke, Jiang Guozhong, He Wei

机构信息

Department of Oncology, The First Affiliated Hospital of Zhengzhou University, No.1 Eastern Jianshe Road, Zhengzhou, 450052, Henan, China.

Department of Pathology, The First Affiliated Hospital of Zhengzhou University, No.1 Eastern Jianshe Road, Zhengzhou, 450052, Henan, China.

出版信息

Heliyon. 2025 Jan 4;11(1):e41600. doi: 10.1016/j.heliyon.2024.e41600. eCollection 2025 Jan 15.

Abstract

BACKGROUND

Cuproptosis is a unique form of cell death that is dependent on copper, which is fundamentally different from other recognized forms of cell death. However, the molecular and immune characteristics in cuproptosis-defined subgroups of cholangiocarcinoma (CCA) remain to be further illustrated.

METHODS

We conducted a comprehensive investigation into the genetic and transcriptional variation, prognostic significance, and expression profiles of 16 cuproptosis-related genes (CRGs). To construct a prognostic signature based on differentially expressed genes between molecular subtypes, we employed LASSO and multivariate Cox regression analyses. We then assessed the values of this signature in prognostic prediction, immune infiltration, and therapeutic responses in CCA. The robustness of the signature was further validated in the GEO and IMvigor210 cohorts. Additionally, qRT-PCR and Western blotting (WB) were utilized to confirm the expression of the signature genes across different cell lines.

RESULTS

A total of 16 CRGs were analyzed revealed differentially expressed, and two CRG-related clusters were identified, which displayed contrasting survival times.Then, a robust cuproptosis-related risk model was established and was an independent prognostic factor for CCA, which was further validated across two external cohorts. Low-risk patients had a better overall survival than high-risk patients. The comprehensive results showed that a low-risk score was correlated with metabolism-related pathways, high infiltration of CD8 T cells, B cells, and M1 macrophages, active immunity and less aggressive phenotypes, high chemotherapeutic sensitivity, and more benefit from immunotherapy. In contrast, a high-risk score was associated with cancer and metastasis-related pathways, high infiltration of M2 macrophages, high expression of immune checkpoint genes, suppressive immunity and more aggressive phenotypes, and less benefit from chemotherapeutic and immunotherapy. In addition, the critical CRGs were further validated through qRT-PCR and WB.

CONCLUSIONS

We developed a novel risk model for CCA patients, which serves as a promising biomarker for distinguishing prognosis as well as molecular and immune characteristics.

摘要

背景

铜死亡是一种独特的细胞死亡形式,依赖于铜,与其他已知的细胞死亡形式有根本区别。然而,胆管癌(CCA)中铜死亡定义的亚组的分子和免疫特征仍有待进一步阐明。

方法

我们对16个铜死亡相关基因(CRGs)的遗传和转录变异、预后意义及表达谱进行了全面研究。为基于分子亚型之间的差异表达基因构建预后特征,我们采用了LASSO和多变量Cox回归分析。然后,我们评估了该特征在CCA预后预测、免疫浸润和治疗反应中的价值。该特征的稳健性在GEO和IMvigor210队列中得到进一步验证。此外,利用qRT-PCR和蛋白质免疫印迹法(WB)确认了特征基因在不同细胞系中的表达。

结果

共分析了16个CRGs,发现它们存在差异表达,并鉴定出两个与CRG相关的簇,其生存时间不同。然后,建立了一个稳健的铜死亡相关风险模型,该模型是CCA的独立预后因素,并在两个外部队列中得到进一步验证。低风险患者的总生存期优于高风险患者。综合结果表明,低风险评分与代谢相关途径、CD8 T细胞、B细胞和M1巨噬细胞的高浸润、主动免疫和侵袭性较小的表型、高化疗敏感性以及从免疫治疗中获益更多相关。相反,高风险评分与癌症和转移相关途径、M2巨噬细胞的高浸润、免疫检查点基因的高表达抑制免疫和侵袭性更强的表型以及从化疗和免疫治疗中获益较少相关。此外,通过qRT-PCR和WB进一步验证了关键CRGs。

结论

我们为CCA患者开发了一种新型风险模型,该模型有望成为区分预后以及分子和免疫特征的生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f6c/11759551/41e00dfac62b/gr1.jpg

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