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一项全面的泛癌分析揭示细胞周期蛋白依赖性激酶抑制剂2A基因作为结肠腺癌潜在的诊断和预后生物标志物。

A Comprehensive Pan-Cancer Analysis Reveals Cyclin-Dependent Kinase Inhibitor 2A Gene as a Potential Diagnostic and Prognostic Biomarker in Colon Adenocarcinoma.

作者信息

Salem Ahmed, Ahmed Sanaa, Khalfallah Maha, Hamadan Nema, ElShikh Walaa, Alfaki Mohamed

机构信息

Biological and Biochemical Sciences, Faculty of Chemical Technology, University of Pardubice, Pardubice, CZE.

Pharmacology, Faculty of Pharmacy, University of Khartoum, Khartoum, SDN.

出版信息

Cureus. 2024 May 19;16(5):e60586. doi: 10.7759/cureus.60586. eCollection 2024 May.

DOI:10.7759/cureus.60586
PMID:38894777
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11184547/
Abstract

Introduction Cyclin-dependent kinase inhibitor 2A (CDKN2A) is a suppressor carcinogenic gene that is upregulated across various types of cancer including breast, liver, thyroid, and bile duct cancer due to its crucial role in cell cycle regulation and cell division. Nevertheless, it is mostly investigated at the genetic level, but it is still poorly studied on pan-cancer analysis as a biomarker and this study shows its significant potential diagnostic and prognostic characteristics. However, this study aims to investigate the role of CDKN2A as a diagnostic and prognostic biomarker across various types of cancer focusing primarily on colon adenocarcinoma (COAD). Methods We investigated CDKN2A gene expression in a pan-cancer analysis across different types of cancer to show its diagnostic potential characteristics by using various bioinformatic tools, including Tumor Immune Estimation Resource (TIMER) 2.0, Gene Expression Profiling Interactive Analysis (GEPIA), and University of Alabama at Birmingham Cancer Data Analysis Portal (UALCAN) database. TIMER was used to profile gene expression across 32 types of cancer composed of 10,000 RNA-seq samples obtained from the Cancer Genome Atlas (TCGA) and to analyze the tumor-infiltrating immune cells. In addition, GEPIA and UALCAN were further used to analyze gene expression, in terms of gene regulation, pathological stages, and clinical parameters, including gender, age, and race. Therefore, we used GEPIA, UALCAN, and Kaplan-Meier plotter particularly across adenocarcinoma to investigate CDKN2A prognosis by studying its high expression association with the patient's overall survival rate to show the tumor progression. Then, we looked into the genetic alteration of CDKN2A by using the cBio Cancer Genomics Portal (cBioPortal), including 10 pan-cancer studies. We concluded the analysis with gene validation by using a public cohort in Gene Expression Omnibus (GEO). Results CDKN2A showed a trend of upregulation in most cancers and it was significantly upregulated in five cancers, which were commonly identifiable in three databases, including breast invasive carcinoma (p < 0.001), kidney chromophobe (p < 0.001), kidney renal clear cell carcinoma (p < 0.001), kidney renal papillary cell carcinoma (p < 0.001), and COAD (p < 0.001). The upregulation was significantly different in association with pathogenic stages II and III (pr(>F) = 0.00234) which was identifiable significantly in COAD more than in other cancers. The gene showed a high upregulation in association with poor prognosis of patient survival in three cancers, including COAD (log-rank p = 0.011), mesothelioma (log-rank p = 5.9e-07), and liver hepatocellular carcinoma (log-rank p = 0.0045). Therefore, COAD was the only comprehensively analyzed tumor to show a diagnostic and prognostic potential characteristic during high upregulation of CDKN2A. Furthermore, CDKN2A displayed a rare mutation in the form of deep deletion (9%) and revealed an upregulation associated with CD4+ T cells (p = 0.0108), macrophage (p = 0.0073), and neutrophils (p = 0.0272) as immune cells infiltrating COAD.  Conclusion Our study demonstrates the pan-cancer relevance of CDKN2A and revealed a novelty in showing CDKN2A underscores its potential as a diagnostic prognostic biomarker in COAD since CDKN2A is mostly studied at a genetic level across COAD.

摘要

引言

细胞周期蛋白依赖性激酶抑制剂2A(CDKN2A)是一种抑癌基因,由于其在细胞周期调控和细胞分裂中的关键作用,在包括乳腺癌、肝癌、甲状腺癌和胆管癌在内的各种癌症中均有上调。然而,目前对其研究大多集中在基因水平,作为生物标志物在泛癌分析中的研究仍较少,而本研究显示了其显著的潜在诊断和预后特征。因此,本研究旨在探讨CDKN2A作为各种癌症的诊断和预后生物标志物的作用,主要聚焦于结肠腺癌(COAD)。

方法

我们在不同类型癌症的泛癌分析中研究了CDKN2A基因表达,通过使用各种生物信息学工具,包括肿瘤免疫评估资源(TIMER)2.0、基因表达谱交互分析(GEPIA)和阿拉巴马大学伯明翰分校癌症数据分析门户(UALCAN)数据库,以显示其潜在诊断特征。TIMER用于分析来自癌症基因组图谱(TCGA)的10000个RNA测序样本所构成的32种癌症的基因表达,并分析肿瘤浸润免疫细胞。此外,GEPIA和UALCAN进一步用于分析基因表达,涉及基因调控、病理分期以及包括性别、年龄和种族在内的临床参数。因此,我们特别使用GEPIA、UALCAN和Kaplan-Meier绘图仪对腺癌进行研究,通过研究CDKN2A高表达与患者总生存率的关联来探讨其预后,以显示肿瘤进展。然后,我们使用cBio癌症基因组学门户(cBioPortal),包括10项泛癌研究,来研究CDKN2A的基因改变。我们通过使用基因表达综合数据库(GEO)中的一个公共队列进行基因验证来完成分析。

结果

CDKN2A在大多数癌症中呈现上调趋势,在5种癌症中显著上调,这在三个数据库中均可识别,包括乳腺浸润性癌(p < 0.001)、肾嫌色细胞癌(p < 0.001)、肾透明细胞癌(p < 0.001)、肾乳头状细胞癌(p < 0.001)和COAD(p < 0.001)。与II期和III期病理阶段相关的上调差异显著(pr(>F) = 0.00234),在COAD中比在其他癌症中更显著。该基因在三种癌症中与患者生存预后不良相关,呈现高上调,包括COAD(对数秩检验p = 0.011)、间皮瘤(对数秩检验p = 5.9e-07)和肝细胞癌(对数秩检验p = 0.0045)。因此,COAD是唯一在CDKN2A高上调期间显示出诊断和预后潜在特征的全面分析肿瘤。此外,CDKN2A以深度缺失(9%)的形式显示出罕见突变,并显示出与作为浸润COAD的免疫细胞的CD4 + T细胞(p = 0.0108)、巨噬细胞(p = 0.0073)和中性粒细胞(p = 0.0272)相关的上调。

结论

我们的研究证明了CDKN2A的泛癌相关性,并揭示了一个新发现,即CDKN2A强调了其作为COAD中诊断预后生物标志物的潜力,因为CDKN2A在COAD中大多是在基因水平上进行研究的。

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