Suppr超能文献

泛癌分析 PDIA3:鉴定其为肿瘤预后和免疫治疗的潜在生物标志物。

Pan-Cancer Analysis of PDIA3: Identifying It as a Potential Biomarker for Tumor Prognosis and Immunotherapy.

机构信息

School of Public Health, Xinjiang Medical University, Urumqi 830017, China.

Department of Medical Engineering and Technology, Xinjiang Medical University, Urumqi 830017, China.

出版信息

Oxid Med Cell Longev. 2022 Aug 22;2022:9614819. doi: 10.1155/2022/9614819. eCollection 2022.

Abstract

Protein disulfide isomerase A3 (PDIA3) is a kind of thiol oxidoreductase with a wide range of functions, and its expression is elevated in a variety of tumors, which is closely related to the invasion and metastasis of tumor cells, and has a significant impact on the immunogenicity of tumor cells. Although more and more studies have shown that PDIA3 plays an important role in the occurrence and development of many tumors, there is no systematic pan-cancer study on PDIA3. Therefore, in this study, the differential expression of PDIA3 in 33 kinds of tumors was analyzed to explore its ability to regulate tumor immunity as a biomarker and evaluate its role in different cancer onset stages or clinical prognosis. In this paper, by analyzing the multilevel data including 33 kinds of cancers in the databases of Cancer Genome Atlas (TCGA), UCSC Xena, Cancer Cell Encyclopedia (CCLE), Genotypic Tissue Expression (GTEx), Human Protein Atlas (HPA), cBioPortal, and GDC; the differential expression level of PDIA3 in different types of malignant tumors and its relationship with prognosis and the potential correlation between PDIA3 expression and microsatellite instability (MSI), tumor mutation load (TMB), mismatch repair gene (MMR), DNA methylation level, and immune infiltration level were analyzed with bioinformatics. The results showed that PDIA3 was highly expressed in 19 types of cancers, but downregulated only in THCA. Next, PDIA3 in different tumors was positively or negatively correlated with patient outcome, Kaplan-Meier survival analysis showed that PDIA3 plays an important role in the prognosis of patients with KIRP, KICH, and CESC and may be used as a prognostic biomarker, and the methylation level of PDIA3 promoter region was closely related to patient outcome in eight tumors. The expression level of PDIA3 was correlated with TMB in 13 tumors and MSI in 9 tumors. Among them, the expression level of PDIA3 in THYM has the strongest correlation with TMB, and the expression level of PDIA3 in READ has the strongest correlation with MSI. In addition, the expression of PDIA3 in eight kinds of tumors, including BRCA, HNSC, THYM, LGG, LUAD, LUSC, PRAD, and THCA, had the highest correlation with the infiltration degree of immune cells, and the expression of PDIA3 had the highest correlation with the infiltration degree of 11 kinds of immune cells, including regulatory T cell and macrophages. And LGG is the tumor most likely to be affected by the tumor microenvironment to affect its development and prognosis. To sum up, this study suggests that PDIA3 plays an important role in the occurrence and development of KIRP, KICH, and CESC and in the immunotherapeutic response of THYM, READ, and LGG and can be used as a prognostic biomarker for these tumors.

摘要

蛋白质二硫键异构酶 A3(PDIA3)是一种具有广泛功能的硫醇氧化还原酶,其表达在多种肿瘤中升高,与肿瘤细胞的侵袭和转移密切相关,并对肿瘤细胞的免疫原性有显著影响。虽然越来越多的研究表明 PDIA3 在许多肿瘤的发生和发展中起着重要作用,但尚未对 PDIA3 进行系统的泛癌研究。因此,在本研究中,分析了 PDIA3 在 33 种肿瘤中的差异表达,以探讨其作为生物标志物调节肿瘤免疫的能力,并评估其在不同癌症发病阶段或临床预后中的作用。本文通过分析包括癌症基因组图谱(TCGA)、UCSC Xena、癌症细胞百科全书(CCLE)、基因型组织表达(GTEx)、人类蛋白质图谱(HPA)、cBioPortal 和 GDC 在内的多个数据库中的 33 种癌症的多层次数据;分析了不同类型恶性肿瘤中 PDIA3 的差异表达水平及其与预后的关系,以及 PDIA3 表达与微卫星不稳定性(MSI)、肿瘤突变负荷(TMB)、错配修复基因(MMR)、DNA 甲基化水平和免疫浸润水平之间的潜在相关性。结果表明,PDIA3 在 19 种癌症中高表达,但仅在 THCA 中下调。接下来,不同肿瘤中的 PDIA3 与患者结局呈正相关或负相关,Kaplan-Meier 生存分析表明 PDIA3 在 KIRP、KICH 和 CESC 患者的预后中起重要作用,可能作为预后生物标志物,PDIA3 启动子区域的甲基化水平与 8 种肿瘤患者的结局密切相关。PDIA3 的表达水平与 13 种肿瘤中的 TMB 相关,与 9 种肿瘤中的 MSI 相关。其中,THYM 中 PDIA3 的表达水平与 TMB 相关性最强,READ 中 PDIA3 的表达水平与 MSI 相关性最强。此外,PDIA3 在包括 BRCA、HNSC、THYM、LGG、LUAD、LUSC、PRAD 和 THCA 在内的 8 种肿瘤中的表达与免疫细胞浸润程度相关性最高,PDIA3 的表达与 11 种免疫细胞的浸润程度相关性最高,包括调节性 T 细胞和巨噬细胞。并且 LGG 是最有可能受到肿瘤微环境影响从而影响其发展和预后的肿瘤。综上所述,本研究提示 PDIA3 在 KIRP、KICH 和 CESC 的发生发展以及 THYM、READ 和 LGG 的免疫治疗反应中发挥重要作用,并可作为这些肿瘤的预后生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0cfc/9423987/56b0b9475ca6/OMCL2022-9614819.001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验