人类癌症中预后生物标志物 YAP1 的基因调控网络:一项综合生物信息学研究。
Gene Regulation Network of Prognostic Biomarker YAP1 in Human Cancers: An Integrated Bioinformatics Study.
机构信息
Department of Plastic Surgery, Huashan Hospital, Fudan University, Shanghai, China.
Department of Emergency, Huashan Hospital Affiliated to Fudan University, Shanghai, China.
出版信息
Pathol Oncol Res. 2021 Jun 11;27:1609768. doi: 10.3389/pore.2021.1609768. eCollection 2021.
Yes-associated protein 1 (YAP1) is the main downstream effector of the Hippo signaling pathway, which is involved in tumorigenesis. This study aimed to comprehensively understand the prognostic performances of YAP1 expression and its potential mechanism in pan-cancers by mining databases. The YAP1 expression was evaluated by the Oncomine database and GEPIA tool. The clinical significance of YAP1 expression was analyzed by the UALCAN, GEPIA, and DriverDBv3 database. Then, the co-expressed genes with YAP1 were screened by the LinkedOmics, and annotated by the Metascape and DAVID database. Additionally, by the MitoMiner 4.0 v tool, the YAP1 co-expressed genes were screened to obtain the YAP1-associated mitochondrial genes that were further enriched by DAVID and analyzed by MCODE for the hub genes. YAP1 was differentially expressed in human cancers. Higher YAP1 expression was significantly associated with poorer overall survival and disease-free survival in adrenocortical carcinoma (ACC), brain Lower Grade Glioma (LGG), and pancreatic adenocarcinoma (PAAD). The LinkedOmics analysis revealed 923 co-expressed genes with YAP1 in adrenocortical carcinoma, LGG and PAAD. The 923 genes mainly participated in mitochondrial functions including mitochondrial gene expression and mitochondrial respiratory chain complex I assembly. Of the 923 genes, 112 mitochondrial genes were identified by MitoMiner 4.0 v and significantly enriched in oxidative phosphorylation. The MCODE analysis identified three hub genes including CHCHD1, IDH3G and NDUFAF5. Our findings showed that the YAP1 overexpression could be a biomarker for poor prognosis in ACC, LGG and PAAD. Specifically, the YAP1 co-expression genes were mainly involved in the regulation of mitochondrial function especially in oxidative phosphorylation. Thus, our findings provided evidence of the carcinogenesis of YAP1 in human cancers and new insights into the mechanisms underlying the role of YAP1 in mitochondrial dysregulation.
Yes 相关蛋白 1(YAP1)是 Hippo 信号通路的主要下游效应因子,参与肿瘤发生。本研究通过挖掘数据库,旨在全面了解 YAP1 表达在泛癌中的预后表现及其潜在机制。通过 Oncomine 数据库和 GEPIA 工具评估 YAP1 表达。通过 UALCAN、GEPIA 和 DriverDBv3 数据库分析 YAP1 表达的临床意义。然后,通过 LinkedOmics 筛选与 YAP1 共表达的基因,并通过 Metascape 和 DAVID 数据库进行注释。此外,通过 MitoMiner 4.0v 工具筛选 YAP1 共表达基因,获得 YAP1 相关的线粒体基因,进一步通过 DAVID 进行富集分析,并通过 MCODE 对枢纽基因进行分析。YAP1 在人类癌症中差异表达。在肾上腺皮质癌(ACC)、脑低级别胶质瘤(LGG)和胰腺腺癌(PAAD)中,YAP1 表达较高与总生存率和无病生存率较差显著相关。LinkedOmics 分析显示,在 ACC、LGG 和 PAAD 中,YAP1 有 923 个共表达基因。这些基因主要参与线粒体功能,包括线粒体基因表达和线粒体呼吸链复合物 I 组装。在 923 个基因中,MitoMiner 4.0v 鉴定出 112 个线粒体基因,这些基因在氧化磷酸化中显著富集。MCODE 分析确定了三个枢纽基因,包括 CHCHD1、IDH3G 和 NDUFAF5。我们的研究结果表明,YAP1 过表达可能是 ACC、LGG 和 PAAD 预后不良的生物标志物。具体来说,YAP1 的共表达基因主要参与线粒体功能的调节,特别是在氧化磷酸化中。因此,我们的研究结果为 YAP1 在人类癌症中的致癌作用提供了证据,并为 YAP1 在线粒体失调中的作用机制提供了新的见解。