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前列腺癌患者淋巴结转移的枢纽基因的开发和验证。

Development and validation of hub genes for lymph node metastasis in patients with prostate cancer.

机构信息

Department of Urology, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China.

出版信息

J Cell Mol Med. 2020 Apr;24(8):4402-4414. doi: 10.1111/jcmm.15098. Epub 2020 Mar 4.

Abstract

Lymph node metastasis is one of the most important independent risk factors that can negatively affect the prognosis of prostate cancer (PCa); however, the exact mechanisms have not been well studied. This study aims to better understand the underlying mechanism of lymph node metastasis in PCa by bioinformatics analysis. We analysed a total of 367 PCa cases from the cancer genome atlas database and performed weighted gene co-expression network analysis to explore some modules related to lymph node metastasis. Gene Ontology analysis and pathway enrichment analysis were conducted for functional annotation, and a protein-protein interaction network was built. Samples from the International Cancer Genomics Consortium database were used as a validation set. The turquoise module showed the most relevance with lymph node metastasis. Functional annotation showed that biological processes and pathways were mainly related to activation of the processes of cell cycle and mitosis. Four hub genes were selected: CKAP2L, CDCA8, ERCC6L and ARPC1A. Further validation showed that the four hub genes well-distinguished tumour and normal tissues, and they were good biomarkers for lymph node metastasis of PCa. In conclusion, the identified hub genes facilitate our knowledge of the underlying molecular mechanism for lymph node metastasis of PCa.

摘要

淋巴结转移是影响前列腺癌 (PCa) 预后的最重要的独立危险因素之一,但确切的机制尚未得到很好的研究。本研究通过生物信息学分析旨在更好地理解 PCa 淋巴结转移的潜在机制。我们分析了癌症基因组图谱数据库中总共 367 例 PCa 病例,并进行了加权基因共表达网络分析,以探索与淋巴结转移相关的一些模块。进行基因本体论分析和通路富集分析进行功能注释,并构建蛋白质-蛋白质相互作用网络。国际癌症基因组联盟数据库的样本用作验证集。 turquoise 模块与淋巴结转移最相关。功能注释表明,生物学过程和途径主要与细胞周期和有丝分裂过程的激活有关。选择了四个枢纽基因:CKAP2L、CDCA8、ERCC6L 和 ARPC1A。进一步验证表明,这四个枢纽基因很好地区分了肿瘤和正常组织,它们是 PCa 淋巴结转移的良好生物标志物。总之,所鉴定的枢纽基因有助于我们了解 PCa 淋巴结转移的潜在分子机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dea7/7176841/631e5467bccd/JCMM-24-4402-g001.jpg

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