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鉴定结直肠癌中由 3 个铜死亡相关转录因子组成的新型预后特征。

Identification of a novel prognostic signature composed of 3 cuproptosis-related transcription factors in colon adenocarcinoma.

机构信息

The Graduate School, Dalian Medical University, Dalian, Liaoning, China.

Department of General Surgery, Yancheng Third People's Hospital, The Clinical Teaching Hospital of Jiangsu Vocational College of Medicine, Yancheng, Jiangsu, China.

出版信息

Genes Genomics. 2023 Aug;45(8):1047-1061. doi: 10.1007/s13258-023-01406-5. Epub 2023 Jun 15.

Abstract

BACKGROUND

Since the mechanism of cuproptosis was recently revealed, many molecules related to this pathway have been widely concerned and exploited to have prognostic potential. However, it is still unknown whether the transcription factors related to cuproptosis could be competent as tumor biomarkers of colon adenocarcinoma (COAD).

OBJECTIVE

To analyze the prognostic potential of cuproptosis-related transcription factors in COAD, and validate the representative molecule.

METHODS

Transcriptome data and patients' clinical parameters were obtained from the TCGA and GEO database. 19 cuproptosis genes were identified through literature consulting. Cuproptosis-related transcription factors were screened by COX regression analyses. Multivariate Cox regression was applied to construct the signature. Prognostic effects were evaluated by Kaplan Meier survival analyses and ROC analyses. KEGG, GO, and ssGSEA analyses were performed for function prediction. 48 COAD tissues were collected for immunohistochemistry stain to observe the expression level and prognostic value of E2F3. qRT-PCR was performed to detect mRNA expression levels, while cell viability assay was applied to detect the response of COAD cells to elesclomol treatment.

RESULTS

A novel signature based on 3 prognostic transcription factors related to cuproptosis was successfully established and verified. Patients in the low-risk group tended to have better overall survival and lower immune phenotype scores than those in the high-risk group. Meanwhile, we also constructed a nomogram based on this signature and predict 10 candidate compounds targeting this signature. As an essential member of this signature, E2F3 was confirmed to be overexpressed in COAD tissues and was associated with poor prognosis of COAD patients. Importantly, CuCl2 and cuproptosis inducer elesclomol treatment could increase the expression of E2F3 in COAD cell while the overexpression of E2F3 significantly enhanced the resistance of COAD cells to elesclomol treatment.

CONCLUSION

Our research has identified a new prognostic biomarker and provides some innovative insights into the diagnosis and therapy of patients with COAD.

摘要

背景

自从铜死亡机制被揭示以来,许多与该途径相关的分子已被广泛关注并被开发用于具有预后潜力。然而,目前尚不清楚与铜死亡相关的转录因子是否可以作为结直肠腺癌 (COAD) 的肿瘤标志物。

目的

分析铜死亡相关转录因子在 COAD 中的预后潜力,并验证代表性分子。

方法

从 TCGA 和 GEO 数据库中获取转录组数据和患者的临床参数。通过文献查询确定 19 个铜死亡基因。通过 COX 回归分析筛选铜死亡相关转录因子。多变量 Cox 回归用于构建签名。通过 Kaplan-Meier 生存分析和 ROC 分析评估预后效果。进行 KEGG、GO 和 ssGSEA 分析以进行功能预测。收集 48 例 COAD 组织进行免疫组化染色,观察 E2F3 的表达水平和预后价值。进行 qRT-PCR 检测 mRNA 表达水平,细胞活力测定用于检测 COAD 细胞对 elesclomol 治疗的反应。

结果

成功建立并验证了基于 3 个与铜死亡相关的预后转录因子的新签名。低风险组患者的总生存期和免疫表型评分均优于高风险组。此外,我们还基于该签名构建了一个列线图,并预测了 10 种针对该签名的候选化合物。作为该签名的重要成员,E2F3 在 COAD 组织中过表达,并与 COAD 患者的预后不良相关。重要的是,CuCl2 和铜死亡诱导剂 elesclomol 处理可增加 COAD 细胞中 E2F3 的表达,而过表达 E2F3 可显著增强 COAD 细胞对 elesclomol 治疗的耐药性。

结论

我们的研究确定了一个新的预后生物标志物,并为 COAD 的诊断和治疗提供了一些新的见解。

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