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泛癌症分析确定了 PAK4 的免疫和预后作用。

Pan-cancer analysis identifies the immunological and prognostic role of PAK4.

机构信息

Advanced Medical Research Center of Zhengzhou University, Zhengzhou Central Hospital Affiliated to Zhengzhou University, Zhengzhou 450007, China.

Department of Cell Biology, Key Laboratory of Cell Biology, National Health Commission of the PRC and Key Laboratory of Medical Cell Biology, Ministry of Education of the PRC, China Medical University, No. 77, Puhe Road, Shenyang North New Area, Shenyang, Liaoning 110122, China.

出版信息

Life Sci. 2023 Jan 1;312:121263. doi: 10.1016/j.lfs.2022.121263. Epub 2022 Dec 2.

Abstract

AIMS

P21-activated kinase 4 (PAK4) belongs to the wider family of Serine/Threonine p21-activated kinases (PAKs) and functions as a hub for signaling pathways in cancer progression. Numerous studies have indicated the significance of PAK4 for tumorigenesis, but no systematic pan-cancer analysis has been performed.

MAIN METHODS

The current study aimed to investigate the prognostic and immunological functions of PAK4 through bioinformatic analysis of datasets from The Cancer Genome Atlas, UALCAN, GEPIA2, cBioPortal, TIMER2, and Human Protein Atlas. PAK4 expression was correlated with prognosis, DNA methylation, tumor mutational burden, microsatellite instability, and immune cell infiltration.

KEY FINDINGS

PAK4 was highly expressed in various cancers but showed decreased expression in colon adenocarcinoma, kidney renal clear cell carcinoma, kidney renal papillary cell carcinoma, and thyroid carcinoma. PAK4 was found to have a positive or negative correlation with prognosis of different cancers. PAK4 expression was related to tumor mutational burden in 11 tumor types, and associated with microsatellite instability in 10 tumor types and was correlated with immune infiltration and immune checkpoint genes.

SIGNIFICANCE

PAK4 could be considered as a prognostic and immunotherapeutic marker for some types of malignant tumor.

摘要

目的

P21 激活激酶 4(PAK4)属于丝氨酸/苏氨酸 P21 激活激酶(PAKs)家族的广泛范围,作为癌症进展中信号通路的枢纽发挥作用。许多研究表明 PAK4 对肿瘤发生具有重要意义,但尚未进行系统的泛癌分析。

主要方法

本研究通过对来自癌症基因组图谱(TCGA)、UALCAN、GEPIA2、cBioPortal、TIMER2 和人类蛋白质图谱(HPA)的数据集进行生物信息学分析,旨在研究 PAK4 的预后和免疫功能。PAK4 的表达与预后、DNA 甲基化、肿瘤突变负担、微卫星不稳定性和免疫细胞浸润相关。

主要发现

PAK4 在各种癌症中高表达,但在结肠腺癌、肾透明细胞癌、肾乳头细胞癌和甲状腺癌中表达降低。PAK4 的表达与不同癌症的预后呈正相关或负相关。PAK4 的表达与 11 种肿瘤类型的肿瘤突变负担相关,与 10 种肿瘤类型的微卫星不稳定性相关,与免疫浸润和免疫检查点基因相关。

意义

PAK4 可被视为某些类型恶性肿瘤的预后和免疫治疗标志物。

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