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系统性泛癌症分析确定 cuproptosis 相关基因 DLAT 为免疫和预后生物标志物。

Systematic pan-cancer analysis identifies cuproptosis-related gene DLAT as an immunological and prognostic biomarker.

机构信息

Department of Gastroenterology, Zhengzhou Central Hospital Affiliated to Zhengzhou University, Zhengzhou 450000, China.

Medical Key Laboratory for Diagnosis and Treatment of Colorectal Cancer in Henan Province, Zhengzhou 450000, China.

出版信息

Aging (Albany NY). 2023 May 17;15(10):4269-4287. doi: 10.18632/aging.204728.

DOI:10.18632/aging.204728
PMID:37199628
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10258010/
Abstract

Lipoylated dihydrolipoamide S-acetyltransferase (DLAT), the component E2 of the multi-enzyme pyruvate dehydrogenase complex, is one of the key molecules of cuproptosis. However, the prognostic value and immunological role of DLAT in pan-cancer are still unclear. Using a series of bioinformatics approaches, we studied combined data from different databases, including the Cancer Genome Atlas, Genotype Tissue-Expression, the Cancer Cell Line Encyclopedia, Human Protein Atlas, and cBioPortal to investigate the role of DLAT expression in prognosis and tumor immunity response. We also reveal the potential correlations between DLAT expression and gene alterations, DNA methylation, copy number variation (CNV), tumor mutational burden (TMB), microsatellite instability (MSI), tumor microenvironment (TME), immune infiltration levels, and various immune-related genes across different cancers. The results show that DLAT displays abnormal expression within most malignant tumors. Through gene set enrichment analysis (GSEA), we found that DLAT was significantly associated with immune-related pathways. Further, the expression of DLAT was also confirmed to be correlated with the tumor microenvironment and diverse infiltration of immune cells, especially tumor-associated macrophages (TAMs). In addition, we found that DLAT is co-expressed with genes encoding major histocompatibility complex (MHC), immunostimulators, immune inhibitors, chemokines, and chemokine receptors. Meanwhile, we demonstrate that DLAT expression is correlated with TMB in 10 cancers and MSI in 11 cancers. Our study reveals that DLAT plays an essential role in tumorigenesis and cancer immunity, which may be used to function as a prognostic biomarker and potential target for cancer immunotherapy.

摘要

脂酰化二氢硫辛酰胺 S-乙酰基转移酶(DLAT)是多酶丙酮酸脱氢酶复合物的 E2 组成部分,是铜死亡的关键分子之一。然而,DLAT 在泛癌中的预后价值和免疫作用仍不清楚。我们使用一系列生物信息学方法,研究了来自不同数据库的综合数据,包括癌症基因组图谱(TCGA)、基因型组织表达(GTEx)、癌症细胞系百科全书(CCLE)、人类蛋白质图谱(HPA)和 cBioPortal,以研究 DLAT 表达与预后和肿瘤免疫反应之间的关系。我们还揭示了 DLAT 表达与基因改变、DNA 甲基化、拷贝数变异(CNV)、肿瘤突变负担(TMB)、微卫星不稳定性(MSI)、肿瘤微环境(TME)、免疫浸润水平以及不同癌症中各种免疫相关基因之间的潜在相关性。结果表明,DLAT 在大多数恶性肿瘤中存在异常表达。通过基因集富集分析(GSEA),我们发现 DLAT 与免疫相关途径显著相关。此外,DLAT 的表达也与肿瘤微环境和多种免疫细胞浸润有关,尤其是肿瘤相关巨噬细胞(TAMs)。此外,我们发现 DLAT 与编码主要组织相容性复合体(MHC)、免疫刺激物、免疫抑制剂、趋化因子和趋化因子受体的基因呈共表达。同时,我们证明了 DLAT 表达与 10 种癌症中的 TMB 和 11 种癌症中的 MSI 相关。我们的研究表明,DLAT 在肿瘤发生和癌症免疫中起着重要作用,它可能作为一种预后生物标志物和癌症免疫治疗的潜在靶点。

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