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SIRT1在泛癌中的预后、免疫和诊断作用的综合分析及其在肾透明细胞癌中的验证

Comprehensive analysis of the prognostic, immunological, and diagnostic roles of SIRT1 in pan-cancer and its validation in KIRC.

作者信息

Liu Qi, Sun Songxian, Zhou Chunxiang, Xu Houxi

机构信息

School of Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing, China.

Key Laboratory of Acupuncture and Medicine Research of Ministry of Education, Nanjing University of Chinese Medicine, Nanjing, China.

出版信息

Front Immunol. 2025 Jan 8;15:1501867. doi: 10.3389/fimmu.2024.1501867. eCollection 2024.

Abstract

BACKGROUND

Disturbances in DNA damage repair may lead to cancer. SIRT1, an NAD+-dependent deacetylase, plays a crucial role in maintaining cellular homeostasis through the regulation of processes such as histone posttranslational modifications, DNA repair, and cellular metabolism. However, a comprehensive exploration of SIRT1's involvement in pan-cancer remains lacking. Our study aimed to analyze the role of SIRT1 in pan-cancer to gain a more comprehensive understanding of its role in multiple malignancies.

METHODS

We systematically examined the role of SIRT1 in pan-cancer by analyzing data from The Cancer Genome Atlas (TCGA) and Genotype-Tissue Expression (GTEx) databases. Various tools, including R, Cytoscape, HPA, Archs4, TISIDB, cBioPortal, STRING, GSCALite, and CancerSEA, were used to integrate and analyze SIRT1 gene expression, prognosis, protein interactions, signaling pathways, immune infiltration, and other relevant information. Furthermore, we validated the differential expression of SIRT1 in normal human kidney cells and kidney cancer cell lines via experimental verification.

RESULTS

SIRT1 expression was significantly reduced in various cancers and was different across molecular and immune subtypes. SIRT1 is intricately linked to numerous cancer pathways. In most cancer types, increased SIRT1 expression is positively associated with eosinophils, helper T cells, central memory T cells, effector memory T cells, γδ T cells, and Th2 cells. SIRT1 expression is significantly correlated with immune regulatory factors across various cancer types. Quantitative reverse transcription polymerase chain reaction (qRT-PCR) and Western blot (WB) analyses confirmed that SIRT1 is differentially expressed in kidney renal clear cell carcinoma (KIRC).

CONCLUSIONS

Using an integrative approach involving bioinformatics analysis and experimental validation, we clarified the potential roles and mechanisms of SIRT1 in pan-cancer, providing a theoretical basis for the development of SIRT1-targeted therapies in clinical applications.

摘要

背景

DNA损伤修复紊乱可能导致癌症。SIRT1是一种依赖烟酰胺腺嘌呤二核苷酸(NAD+)的去乙酰化酶,通过调节组蛋白翻译后修饰、DNA修复和细胞代谢等过程,在维持细胞稳态中发挥关键作用。然而,目前仍缺乏对SIRT1在泛癌中作用的全面探索。我们的研究旨在分析SIRT1在泛癌中的作用,以更全面地了解其在多种恶性肿瘤中的作用。

方法

我们通过分析来自癌症基因组图谱(TCGA)和基因型-组织表达(GTEx)数据库的数据,系统地研究了SIRT1在泛癌中的作用。使用了包括R、Cytoscape、人类蛋白质图谱(HPA)、Archs4、TISIDB、cBioPortal、STRING、GSCALite和CancerSEA在内的各种工具,对SIRT1基因表达、预后、蛋白质相互作用、信号通路、免疫浸润及其他相关信息进行整合和分析。此外,我们通过实验验证,证实了SIRT1在正常人类肾细胞和肾癌细胞系中的差异表达。

结果

SIRT1在各种癌症中的表达显著降低,且在分子和免疫亚型中存在差异。SIRT1与众多癌症通路密切相关。在大多数癌症类型中,SIRT1表达增加与嗜酸性粒细胞、辅助性T细胞、中央记忆T细胞、效应记忆T细胞、γδT细胞和Th2细胞呈正相关。SIRT1表达在各种癌症类型中与免疫调节因子显著相关。定量逆转录聚合酶链反应(qRT-PCR)和蛋白质免疫印迹(WB)分析证实,SIRT1在肾透明细胞癌(KIRC)中存在差异表达。

结论

通过生物信息学分析和实验验证相结合的方法,我们阐明了SIRT1在泛癌中的潜在作用和机制,为临床应用中开发以SIRT1为靶点的治疗方法提供了理论依据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f28f/11751020/3cee75198147/fimmu-15-1501867-g001.jpg

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