Identification of Cuproptosis-Associated Prognostic Gene Expression Signatures from 20 Tumor Types.

IF 3.6 3区 生物学 Q1 BIOLOGY Biology-Basel Pub Date : 2024-10-03 DOI:10.3390/biology13100793
Ednah Ooko, Nadeen T Ali, Thomas Efferth
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Abstract

We investigated the mRNA expression of 124 cuproptosis-associated genes in 7489 biopsies from 20 different tumor types of The Cancer Genome Atlas (TCGA). The KM plotter algorithm has been used to calculate Kaplan-Meier statistics and false discovery rate (FDR) corrections. Interaction networks have been generated using Ingenuity Pathway Analysis (IPA). High mRNA expression of 63 out of 124 genes significantly correlated with shorter survival times of cancer patients across all 20 tumor types. IPA analyses revealed that their gene products were interconnected in canonical pathways (e.g., cancer, cell death, cell cycle, cell signaling). Four tumor entities showed a higher accumulation of genes than the other cancer types, i.e., renal clear cell carcinoma (n = 21), renal papillary carcinoma (n = 13), kidney hepatocellular carcinoma (n = 13), and lung adenocarcinoma (n = 9). These gene clusters may serve as prognostic signatures for patient survival. These signatures were also of prognostic value for tumors with high mutational rates and neoantigen loads. Cuproptosis is of prognostic significance for the survival of cancer patients. The identification of specific gene signatures deserves further exploration for their clinical utility in routine diagnostics.

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从 20 种肿瘤类型中鉴定杯突相关预后基因表达特征
我们研究了《癌症基因组图谱》(TCGA)中20种不同类型肿瘤的7489份活检样本中124个杯突相关基因的mRNA表达。我们使用 KM plotter 算法计算了 Kaplan-Meier 统计量和错误发现率 (FDR) 校正。使用 Ingenuity Pathway Analysis(IPA)生成了相互作用网络。在所有 20 种肿瘤类型中,124 个基因中有 63 个基因的 mRNA 高表达与癌症患者较短的生存时间明显相关。IPA分析显示,这些基因的产物在典型通路(如癌症、细胞死亡、细胞周期、细胞信号传导)中相互关联。与其他癌症类型相比,有四个肿瘤实体显示出更高的基因积累,即肾透明细胞癌(21 个)、肾乳头状癌(13 个)、肾肝细胞癌(13 个)和肺腺癌(9 个)。这些基因簇可作为患者生存的预后特征。对于突变率和新抗原负荷较高的肿瘤,这些特征也具有预后价值。杯状突变对癌症患者的生存具有预后意义。特定基因特征的鉴定值得进一步探索,以便在常规诊断中发挥临床作用。
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来源期刊
Biology-Basel
Biology-Basel Biological Science-Biological Science
CiteScore
5.70
自引率
4.80%
发文量
1618
审稿时长
11 weeks
期刊介绍: Biology (ISSN 2079-7737) is an international, peer-reviewed, quick-refereeing open access journal of Biological Science published by MDPI online. It publishes reviews, research papers and communications in all areas of biology and at the interface of related disciplines. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. Electronic files regarding the full details of the experimental procedure, if unable to be published in a normal way, can be deposited as supplementary material.
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