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Identification of Key Biomarkers in Bladder Cancer: Evidence from a Bioinformatics Analysis

机译:膀胱癌关键生物标志物的鉴定:来自生物信息学分析的证据

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摘要

Bladder cancer (BCa) is one of the most common malignancies and has a relatively poor outcome worldwide. However, the molecular mechanisms and processes of BCa development and progression remain poorly understood. Therefore, the present study aimed to identify candidate genes in the carcinogenesis and progression of BCa. Five GEO datasets and TCGA-BLCA datasets were analyzed by statistical software R, FUNRICH, Cytoscape, and online instruments to identify differentially expressed genes (DEGs), to construct protein‒protein interaction networks (PPIs) and perform functional enrichment analysis and survival analyses. In total, we found 418 DEGs. We found 14 hub genes, and gene ontology (GO) analysis revealed DEG enrichment in networks and pathways related to cell cycle and proliferation, but also in cell movement, receptor signaling, and viral carcinogenesis. Compared with noncancerous tissues, TPM1, CRYAB, and CASQ2 were significantly downregulated in BCa, and the other hub genes were significant upregulated. Furthermore, MAD2L1 and CASQ2 potentially play a pivotal role in lymph nodal metastasis. CRYAB and CASQ2 were both significantly correlated with overall survival (OS) and disease-free survival (DFS). The present study highlights an up to now unrecognized possible role of CASQ2 in cancer (BCa). Furthermore, CRYAB has never been described in BCa, but our study suggests that it may also be a candidate biomarker in BCa.
机译:膀胱癌(BCa)是最常见的恶性肿瘤之一,在全球范围内疗效相对较差。但是,BCa发育和发展的分子机制和过程仍然知之甚少。因此,本研究旨在确定BCa的癌变和发展过程中的候选基因。通过统计软件R,FUNRICH,Cytoscape和在线仪器分析了五个GEO数据集和TCGA-BLCA数据集,以鉴定差异表达基因(DEG),构建蛋白质construct蛋白质相互作用网络(PPI)并进行功能富集分析和存活分析。我们总共找到418个DEG。我们发现了14个枢纽基因,基因本体论(GO)分析显示DEG在与细胞周期和增殖相关的网络和途径中富集,但在细胞运动,受体信号传导和病毒致癌性方面也富集。与非癌组织相比,BCa中的TPM1,CRYAB和CASQ2显着下调,而其他毂基因显着上调。此外,MAD2L1和CASQ2可能在淋巴结转移中起关键作用。 CRYAB和CASQ2均与总生存期(OS)和无病生存期(DFS)显着相关。本研究强调了CASQ2在癌症(BCa)中迄今尚未被认识的可能作用。此外,尚未在BCa中描述CRYAB,但我们的研究表明CRYAB也可能是BCa中的候选生物标志物。

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