输出蛋白家族的多组学分析揭示XPO1是透明细胞肾细胞癌的新靶点。

Yanhong Hao, Hongchun Lv, Xu Yan, Yanyan Liang, Aimin Jiang, Yuxia Zhao
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引用次数: 0

摘要

背景:近年来,输出蛋白基因家族成员已被证明在肿瘤进展中起重要作用。然而,关于输出蛋白基因家族成员在透明细胞肾细胞癌(ccRCC)中的临床意义的研究有限。方法:采用泛癌数据、ccRCC多组学数据和单细胞序列,分析输出蛋白基因家族成员DNA甲基化修饰、单核苷酸变异(snv)、拷贝数变异(cnv)和表达水平的差异。采用非负矩阵分解法基于输出蛋白基因家族成员鉴定分子亚型,并从多个维度比较不同分子亚型的预后和生物学差异。结果:输出蛋白家族成员在泛癌中表达上调,其异常表达受DNA甲基化、SNV和CNV的显著影响,特别是在ccRCC中。基于输出蛋白家族成员的表达矩阵,鉴定出输出蛋白家族基因(XPO)为基础的1亚型(XPS1)和输出蛋白家族基因(XPO)为基础的2亚型(XPS2)。输出蛋白基因家族成员在XPS2亚型中的表达水平显著高于XPS1亚型,且预后较差。XPS2亚型免疫成分丰度较低,免疫衰竭评分较高。其对免疫治疗的应答率明显低于XPS1亚型,但对巯基嘌呤、nutlin等小分子更为敏感。其中,exportin-1 (XPO1)是ccRCC潜在的诊断和治疗靶点,可通过激活PI3K-AKT- MTOR(磷脂酰肌醇3-激酶(PI3K)/AKT丝氨酸/苏氨酸激酶(AKT)/雷帕霉素(MTOR)机制靶点)和干扰素α通路促进肾癌进展。结论:本研究分析了输出蛋白基因家族成员在泛癌水平上的变异,确定了两种不同的ccRCC亚型,可指导患者的个性化管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Multiomics Analysis of Exportin Family Reveals XPO1 as a Novel Target for Clear Cell Renal Cell Carcinoma

Multiomics Analysis of Exportin Family Reveals XPO1 as a Novel Target for Clear Cell Renal Cell Carcinoma

Background: Recently, exportin gene family members have been demonstrated to play essential roles in tumor progression. However, research on the clinical significance of exportin gene family members is limited in clear cell renal cell carcinoma (ccRCC).

Methods: Pan-cancer data, ccRCC multiomics data, and single-cell sequence were included to analyze the differences in DNA methylation modification, single nucleotide variations (SNVs), copy number variations (CNVs), and expression levels of exportin gene family members. Non-negative matrix factorization was used to identify molecular subtypes based on exportin gene family members, and the prognostic and biological differences of different molecular subtypes were compared across multiple dimensions.

Results: Exportin gene family members were upregulated in pan-cancer expression, and their aberrant expression was significantly influenced by DNA methylation, SNV, and CNV, particularly in ccRCC. Based on the expression matrix of exportin gene family members, two molecular subtypes, exportin famliy genes (XPO)–based subtype 1 (XPS1) and exportin famliy genes (XPO)–based subtype 2 (XPS2), were identified. The expression levels of exportin gene family members in the XPS2 subtype were significantly higher than those in XPS1, and the prognosis was poorer. The XPS2 subtype had lower immune component abundance and higher immune exhaustion scores. Its response rate to immunotherapy was significantly lower than that of the XPS1 subtype, but it was more sensitive to small molecules, including mercaptopurine and nutlin. Among them, exportin-1 (XPO1) is a potential diagnostic and therapeutic target for ccRCC, which can promote renal cancer progression by activating the PI3K-AKT-mTOR (phosphatidylinositol 3-kinase (PI3K)/AKT serine/threonine kinase (AKT)/mechanistic target of rapamycin (MTOR)) and interferon alpha pathways.

Conclusion: This study analyzed the variations of exportin gene family members at the pan-cancer level and identified two distinct ccRCC subtypes, which can guide personalized management of patients.

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Comparative and Functional Genomics
Comparative and Functional Genomics 生物-生化与分子生物学
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