Integrated Single-cell and Transcriptome Sequencing Analyses Identified PREX1 as an Immune-related Prognostic Biomarker for Liver Hepatocellular Carcinoma

被引:0
作者
Yang, Jing [1 ]
Fan, Lin-Yin [2 ]
Shi, Kai-Yuan [1 ]
机构
[1] Chinese Acad Sci, Zhejiang Canc Hosp, Hangzhou Inst Med HIM, Dept Diagnost Ultrasound Imaging & Intervent Thera, Hangzhou 310022, Peoples R China
[2] Chinese Acad Sci, Zhejiang Canc Hosp, Hangzhou Inst Med HIM, Dept Radiol, Hangzhou 310022, Zhejiang, Peoples R China
来源
INTERNATIONAL JOURNAL OF MEDICAL SCIENCES | 2024年 / 21卷 / 08期
关键词
PREX1; Liver hepatocellular carcinoma; Prognosis; Immune infiltration; Single cell analysis; TUMOR MICROENVIRONMENT; CANCER; P-REX1; ACTIVATION; EXPRESSION;
D O I
10.7150/ijms.94812
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: PtdIns (3,4,5) P3-dependent Rac exchanger 1 (PREX1), also known as PREX1, a member of the Rac guanine nucleotide exchange factors (Rac-GEF) family. Studies have suggested that PREX1 plays a role in mediating oncogenic pathway activation and controlling various biological mechanisms in different types of cancer, including liver hepatocellular carcinoma (LIHC). However, the function of PREX1 in the pathogenesis of LIHC and its potential role on immunological regulation is not clearly elucidated. Methods: The expression level and the clinical role of PREX1 in LIHC was analyzed based on database from the Cancer Genome Atlas (TCGA), TNM plotter and University of Alabama Cancer Database (UALCAN). We investigated the relationship between PREX1 and immunity in LIHC by TISIDB, CIBERSORT and single cell analysis. Immunotherapy responses were assessed by the immunophenoscores (IPS). Moreover, biological functional assays were performed to further investigate the roles of PREX1 in liver cancer cell lines. Results: Higher expression of PREX1 in LIHC tissues than in normal liver tissues was found based on public datasets. Further analysis revealed that PREX1 was associated with worse clinical characteristics and dismal prognosis. Pathway enrichment analysis indicated that PREX1 participated in immune-related pathways. Through CIBERSORT and single cell analysis, we found a remarkable correlation between the expression of PREX1 and various immune cells, especially macrophages. In addition, high PREX1 expression was found to be associated with a stronger response to immunotherapy. Furthermore, in vitro assays indicated that depletion of PREX1 can suppress invasion and proliferation of LIHC cells. Conclusion: Elevated expression of PREX1 indicates poor prognosis, influences immune modulation and predicts sensitivity of immunosuppression therapy in LIHC. Our results suggested that PREX1 may be a prognostic biomarker and therapeutic target, offering new treatment options for LIHC.
引用
收藏
页码:1559 / 1574
页数:16
相关论文
共 50 条
  • [1] Integrated Single-Cell and Transcriptome Sequencing Analyses Identify Dipeptidase 2 as an Immune-Associated Prognostic Biomarker for Lung Adenocarcinoma
    Zhang, Xiangqian
    Zhang, Yunfan
    Gao, Xiaomei
    Zhang, Ye
    Chen, Yongheng
    PHARMACEUTICALS, 2023, 16 (06)
  • [2] C1QC is a prognostic biomarker with immune-related value in kidney renal clear cell carcinoma
    Yao, Wentao
    Liu, Hanyuan
    Xu, Feng
    Cai, Zhenyu
    Hang, Lijing
    Lu, Mingya
    Zhao, Yuan
    Yang, Chendi
    Zong, Yang
    FRONTIERS IN GENETICS, 2023, 14
  • [3] Exploration of YBX1 role in the prognostic value and immune characteristics by single-cell and bulk sequencing analysis for liver hepatocellular carcinoma
    Zhang, Qingqing
    Zhu, Bingye
    Yang, Hongyan
    Li, Fei
    Qu, Ying
    Lu, Lungen
    Zhang, Qidi
    JOURNAL OF GENE MEDICINE, 2024, 26 (03)
  • [4] Integrated single-cell and bulk RNA sequencing reveals immune-related SPP1+macrophages as a potential strategy for predicting the prognosis and treatment of liver fibrosis and hepatocellular carcinoma
    Li, Bangjie
    Hu, Jialiang
    Xu, Hanmei
    FRONTIERS IN IMMUNOLOGY, 2024, 15
  • [5] Integrated Single-Cell and Transcriptome Sequencing Analyses Develop a Ubiquitination-Associated Signature in Gastric Cancer and Identified OTULIN as a Novel Biomarker
    Huang, Zhongting
    Zhang, Zhiyong
    Tu, Yangyang
    He, Haibin
    Qiu, Feng
    Qian, Hailong
    Pan, Chunshu
    FRONTIERS IN BIOSCIENCE-LANDMARK, 2023, 28 (11):
  • [6] A novel prognostic model based on single-cell RNA sequencing data for hepatocellular carcinoma
    Lu, Juan
    Chen, Yanfei
    Zhang, Xiaoqian
    Guo, Jing
    Xu, Kaijin
    Li, Lanjuan
    CANCER CELL INTERNATIONAL, 2022, 22 (01)
  • [7] Identification and Validation of a Prognostic Signature Based on Fibroblast Immune-related Genes to Predict the Prognosis and Therapeutic Response of renal clear cell carcinoma by Integrated Analysis of Single-Cell and Bulk RNA Sequencing Data
    Zhang, Shuwen
    Yang, Yuqian
    Zhang, Liyi
    Liu, Yijiang
    Guo, Zihun
    Wu, Jiajun
    Zhou, Weijun
    Hong, Zhengdong
    Zhang, Wenxiong
    JOURNAL OF CANCER, 2024, 15 (18): : 5942 - 5955
  • [8] AEBP1 as a potential immune-related prognostic biomarker in glioblastoma: a bioinformatic analyses
    Liu, Mingjian
    Yu, Yuyu
    Zhang, Ziqian
    Chen, Zhenghong
    Chen, Bin
    Cheng, Yijun
    Wei, Yongxu
    Li, Jia
    Shang, Hanbing
    ANNALS OF TRANSLATIONAL MEDICINE, 2021, 9 (22)
  • [9] Construction of a hypoxia-immune-related prognostic panel based on integrated single-cell and bulk RNA sequencing analyses in gastric cancer
    Deng, Cuncan
    Deng, Guofei
    Chu, Hongwu
    Chen, Songyao
    Chen, Xiancong
    Li, Xing
    He, Yulong
    Sun, Chunhui
    Zhang, Changhua
    FRONTIERS IN IMMUNOLOGY, 2023, 14
  • [10] FARSB serves as a novel hypomethylated and immune cell infiltration related prognostic biomarker in hepatocellular carcinoma
    Zhen, Jing
    Pan, Jingying
    Zhou, Xuanrui
    Yu, Zichuan
    Jiang, Yike
    Gong, Yiyang
    Ding, Yongqi
    Liu, Yue
    Guo, Liangyun
    AGING-US, 2023, 15 (08): : 2937 - 2969