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鉴定黑色素瘤转移中涉及的关键候选基因。

Identification of key candidate genes involved in melanoma metastasis.

机构信息

Department of Dermatopathology, Tongji University Affiliated Shanghai Skin Disease Hospital, Shanghai 200443, P.R. China.

Department of Medical Cosmetology, Tongji University Affiliated Shanghai Skin Disease Hospital, Shanghai 200443, P.R. China.

出版信息

Mol Med Rep. 2019 Aug;20(2):903-914. doi: 10.3892/mmr.2019.10314. Epub 2019 May 30.

Abstract

Metastasis is the most lethal stage of cancer progression. The present study aimed to investigate the underlying molecular mechanisms of melanoma metastasis using bioinformatics. Using the microarray dataset GSE8401 from the Gene Expression Omnibus database, which included 52 biopsy specimens from patients with melanoma metastasis and 31 biopsy specimens from patients with primary melanoma, differentially expressed genes (DEGs) were identified, subsequent to data preprocessing with the affy package, followed by Gene Ontology and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses. A protein‑protein interaction (PPI) network was constructed. Mutated genes were analyzed with 80 mutated cases with melanoma from The Cancer Genome Atlas. The overall survival of key candidate DEGs, which were within a filtering of degree >30 criteria in the PPI network and involved three or more KEGG signaling pathways, and genes with a high mutation frequency were delineated. The expression analysis of key candidate DEGs, mutant genes and their associated genes were performed on UALCAN. Of the 1,187 DEGs obtained, 505 were upregulated and 682 were downregulated. 'Extracellular exosome' processes, the 'amoebiasis' pathway, the 'ECM‑receptor interaction' pathway and the 'focal adhesion' signaling pathway were significantly enriched and identified as important processes or signaling pathways. The overall survival analysis of phosphoinositide‑3‑kinase regulator subunit 3 (PIK3R3), centromere protein M (CENPM), aurora kinase A (AURKA), laminin subunit α 1 (LAMA1), proliferating cell nuclear antigen (PCNA), adenylate cyclase 1 (ADCY1), BUB1 mitotic checkpoint serine/threonine kinase (BUB1), NDC80 kinetochore complex component (NDC80) and protein kinase C α (PRKCA) in DEGs was statistically significant. Mutation gene analysis identified that BRCA1‑associated protein 1 (BAP1) had a higher mutation frequency and survival analysis, and its associated genes in the BAP1‑associated PPI network, including ASXL transcriptional regulator 1 (ASXL1), proteasome 26S subunit, non‑ATPase 3 (PSMD3), proteasome 26S subunit, non ATPase 11 (PSMD11) and ubiquitin C (UBC), were statistically significantly associated with the overall survival of patients with melanoma. The expression levels of PRKCA, BUB1, BAP1 and ASXL1 were significantly different between primary melanoma and metastatic melanoma. Based on the present study, 'extracellular exosome' processes, 'amoebiasis' pathways, 'ECM‑receptor interaction' pathways and 'focal adhesion' signaling pathways may be important in the formation of metastases from melanoma. The involved genes, including PIK3R3, CENPM, AURKA, LAMA1, PCNA, ADCY1, BUB1, NDC80 and PRKCA, and mutation associated genes, including BAP1, ASXL1, PSMD3, PSMD11 and UBC, may serve important roles in metastases of melanoma.

摘要

转移是癌症进展最致命的阶段。本研究旨在使用生物信息学方法研究黑色素瘤转移的潜在分子机制。使用来自基因表达综合数据库(GEO)的微阵列数据集 GSE8401,其中包括 52 例黑色素瘤转移患者和 31 例原发性黑色素瘤患者的活检标本,通过 affy 包进行数据预处理后,确定差异表达基因(DEGs),随后进行基因本体论和京都基因与基因组百科全书(KEGG)途径富集分析。构建蛋白质-蛋白质相互作用(PPI)网络。使用来自癌症基因组图谱的 80 例黑色素瘤突变病例分析突变基因。通过 PPI 网络中筛选出的度> 30 标准的关键候选 DEGs,以及涉及三个或更多 KEGG 信号通路的基因,以及具有高突变频率的基因,对其进行整体生存分析。在 UALCAN 上对关键候选 DEGs、突变基因及其相关基因进行表达分析。在获得的 1187 个 DEGs 中,有 505 个上调,682 个下调。“细胞外外泌体”过程、“变形虫病”途径、“ECM-受体相互作用”途径和“粘着斑”信号通路显著富集并被确定为重要的过程或信号通路。PIK3R3、着丝粒蛋白 M(CENPM)、极光激酶 A(AURKA)、层粘连蛋白亚单位α 1(LAMA1)、增殖细胞核抗原(PCNA)、腺苷酸环化酶 1(ADCY1)、BUB1 有丝分裂检查点丝氨酸/苏氨酸激酶(BUB1)、NDC80 动粒复合物成分(NDC80)和蛋白激酶 Cα(PRKCA)在 DEGs 中的整体生存分析具有统计学意义。突变基因分析发现,BRCA1 相关蛋白 1(BAP1)具有更高的突变频率和生存分析,以及其在 BAP1 相关 PPI 网络中的相关基因,包括 ASXL 转录调节因子 1(ASXL1)、蛋白酶体 26S 亚基、非 ATP 酶 3(PSMD3)、蛋白酶体 26S 亚基、非 ATP 酶 11(PSMD11)和泛素 C(UBC),与黑色素瘤患者的整体生存显著相关。PRKCA、BUB1、BAP1 和 ASXL1 的表达水平在原发性黑色素瘤和转移性黑色素瘤之间存在显著差异。基于本研究,“细胞外外泌体”过程、“变形虫病”途径、“ECM-受体相互作用”途径和“粘着斑”信号通路可能在黑色素瘤转移的形成中起重要作用。涉及的基因,包括 PIK3R3、CENPM、AURKA、LAMA1、PCNA、ADCY1、BUB1、NDC80 和 PRKCA,以及突变相关基因,包括 BAP1、ASXL1、PSMD3、PSMD11 和 UBC,可能在黑色素瘤转移中发挥重要作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a831/6625188/992aafbc3d81/MMR-20-02-0903-g00.jpg

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