Cancer Biology Research Center (Key Laboratory of The Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
Department of Gynecologic Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
Biosci Rep. 2020 May 29;40(5). doi: 10.1042/BSR20201103.
Several RAB family genes have been studied extensively and proven to play pivotal roles in the occurrence and development of certain cancers. Here, we explored commonly expressed RAB family genes in humans and their prognostic significance using bioinformatics, and then identified potential biomarkers of breast invasive carcinoma (BRCA).
The prognostic values (overall survival) of RAB family genes in BRCA were obtained using Gene Expression Profiling Interactive Analysis (GEPIA). The expression patterns of RAB family genes and their relationships with clinicopathological parameters in BRCA were measured using the ONCOMINE and UALCAN databases, respectively. Genetic mutations and survival analysis were investigated using the cBio Cancer Genomics Portal (c-BioPortal). Interacting genes of potential biomarkers were identified using STRING, and functional enrichment analyses were performed using FunRich v3.1.3.
In total, 64 RAB genes were identified and analyzed in our study. Results showed that RAB1B, RAB2A, and RAB18 were up-regulated and significantly associated with poor overall survival in BRCA. Furthermore, their higher expression was positively correlated with clinicopathological parameters (e.g. cancer stage and nodal metastasis status). DNA copy number amplifications and mRNA up-regulation were the main genetic mutations, and the altered group showed significantly poorer overall survival compared with the unaltered group. Functional enrichment analysis of RAB1B, RAB2A, and RAB18 indicated they were closely involved in GTPase activity.
RAB1B, RAB2A, and RAB18 were up-regulated and significantly correlated with poor prognosis in BRCA. Thus, they could be applied as novel biomarkers of BRCA in future studies.
多个 RAB 家族基因已被广泛研究,并被证明在某些癌症的发生和发展中起关键作用。在这里,我们使用生物信息学方法研究了人类中常见表达的 RAB 家族基因及其预后意义,并确定了乳腺癌浸润性癌(BRCA)的潜在生物标志物。
使用基因表达谱交互分析(GEPIA)获得 RAB 家族基因在 BRCA 中的预后价值(总生存率)。使用 ONCOMINE 和 UALCAN 数据库分别测量 RAB 家族基因的表达模式及其与 BRCA 临床病理参数的关系。使用 cBio 癌症基因组学门户(c-BioPortal)研究遗传突变和生存分析。使用 STRING 鉴定潜在生物标志物的相互作用基因,并使用 FunRich v3.1.3 进行功能富集分析。
本研究共鉴定和分析了 64 个 RAB 基因。结果表明,RAB1B、RAB2A 和 RAB18 上调,与 BRCA 患者的总生存率差显著相关。此外,它们的高表达与临床病理参数(如癌症分期和淋巴结转移状态)呈正相关。DNA 拷贝数扩增和 mRNA 上调是主要的遗传突变,改变组的总生存率明显低于未改变组。RAB1B、RAB2A 和 RAB18 的功能富集分析表明,它们密切参与 GTPase 活性。
RAB1B、RAB2A 和 RAB18 在 BRCA 中上调,与预后不良显著相关。因此,它们可以作为 BRCA 的新型生物标志物在未来的研究中应用。