Prognostic-Related Biomarkers in Pancreatic Ductal Adenocarcinoma Correlating with Immune Infiltrates Based on Proteomics

被引:4
|
作者
Kou, Yan-qi [1 ]
Yang, Yu-ping [1 ]
Pan, Zhao-jie [2 ]
Du, Shen-shen [1 ]
Yuan, Wei-nan [1 ]
He, Kun [1 ]
Nie, Biao [1 ]
机构
[1] Jinan Univ, Dept Gastroenterol, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China
[2] Jinan Univ, Dept Gastrointestinal Endoscopy, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China
来源
MEDICAL SCIENCE MONITOR | 2023年 / 29卷
关键词
Biomarkers; Immunity; Pancreatic Neoplasms; Prognosis; Proteomics; GENE-EXPRESSION; DNA-REPAIR; CANCER; METASTASIS; ROLES; FYN;
D O I
10.12659/MSM.938785
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Background: Pancreatic ductal adenocarcinoma (PDAC) accounts for 85% of pancreatic carcinoma cases. Patients with PDAC have a poor prognosis. The lack of reliable prognostic biomarkers makes treatment challenging for patients with PDAC. Using a bioinformatics database, we sought to identify prognostic biomarkers for PDAC.Material/Methods: Using proteomic analysis of the Clinical Proteomics Tumor Analysis Consortium (CPTAC) database, we were able to identify core differential proteins between early and advanced pancreatic ductal adenocarcinoma tis-sue, and then we used survival analysis, Cox regression analysis, and area under the ROC curves to screen for more significant differential proteins. Additionally, the Kaplan-Meier plotter database was utilized to determine the relationship between prognosis and immune infiltration in PDAC.Results: We identified 378 differential proteins in early (n=78) and advanced stages (n=47) of PDAC (P<0.05). PLG, COPS5, FYN, ITGB3, IRF3, and SPTA1 served as independent prognostic factors of patients with PDAC. Patients with higher COPS5 expression had shorter overall survival (OS) and recurrence-free survival, and those with higher PLG, ITGB3, and SPTA1, and lower FYN and IRF3 expression had shorter OS. More importantly, COPS5, IRF3 were negatively associated with macrophages and NK cells, but PLG, FYN, ITGB3, and SPTA1 were posi-tively related to the expression of CD8+ T cells and B cells. COPS5 affected the prognosis of PDAC patients by acting on B cells, CD8+ T cells, macrophages, and NK cells immune infiltration, while PLG, FYN, ITGB3, IRF3, and SPTA1 affected PDAC patient prognosis through some immune cells.Conclusions: PLG, COPS5, FYN, IRF3, ITGB3 and SPTA1 could be potential immunotherapeutic targets and valuable prognos-tic biomarkers of PDAC.
引用
收藏
页数:26
相关论文
共 50 条
  • [1] EZH2 as a prognostic-related biomarker in lung adenocarcinoma correlating with cell cycle and immune infiltrates
    Kui Fan
    Bo-hui Zhang
    Deng Han
    Yun-chuan Sun
    BMC Bioinformatics, 24
  • [2] EZH2 as a prognostic-related biomarker in lung adenocarcinoma correlating with cell cycle and immune infiltrates
    Fan, Kui
    Zhang, Bo-hui
    Han, Deng
    Sun, Yun-chuan
    BMC BIOINFORMATICS, 2023, 24 (01)
  • [3] Leucyl and Cystinyl Aminopeptidase as a Prognostic-Related Biomarker in OV Correlating with Immune Infiltrates
    Ma, Qian
    Chang, Lei
    Wang, Wenwen
    Che, Lingyi
    Song, Xiaoqin
    Li, Gailing
    Zhang, Ying
    Chen, Yibing
    Gu, Zhuoyu
    Ge, Xin
    PHARMACOGENOMICS & PERSONALIZED MEDICINE, 2023, 16 : 551 - 568
  • [4] CD146 as a Prognostic-Related Biomarker in ccRCC Correlating With Immune Infiltrates
    Lv, Zheng
    Feng, Hua-Yi
    Tao, Wang
    Li, Hong-Zhao
    Zhang, Xu
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [5] CCDC134 as a Prognostic-Related Biomarker in Breast Cancer Correlating With Immune Infiltrates
    Huang, Zhijian
    Yang, Linhui
    Chen, Jian
    Li, Shixiong
    Huang, Jing
    Chen, Yijie
    Liu, Jingbo
    Wang, Hongyan
    Yu, Hui
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [6] SMG9 is a novel prognostic-related biomarker in glioma correlating with ferroptosis and immune infiltrates
    Dai, Yong
    Zhang, Huan
    Feng, Sujuan
    Guo, Chao
    Tian, Wenjie
    Sun, Yimei
    Zhang, Yi
    HELIYON, 2024, 10 (04)
  • [7] Immune cell infiltrates as prognostic biomarkers in pancreatic ductal adenocarcinoma: a systematic review and meta-analysis
    McGuigan, Andrew J.
    Coleman, Helen G.
    McCain, R. Stephen
    Kelly, Paul J.
    Johnston, David, I
    Taylor, Mark A.
    Turkington, Richard C.
    JOURNAL OF PATHOLOGY CLINICAL RESEARCH, 2021, 7 (02): : 99 - 112
  • [8] BOLA3 is a prognostic-related biomarker and correlated with immune infiltrates in lung adenocarcinoma
    Wang, Xiao-Fei
    Lei, Wei
    Liu, Chuan-Mei
    Yang, Jie
    Zhu, Ye-Han
    INTERNATIONAL IMMUNOPHARMACOLOGY, 2022, 107
  • [9] Predictive Analyses of Prognostic-Related Immune Genes and Immune Infiltrates for Glioblastoma
    Liang, Ping
    Chai, Yi
    Zhao, He
    Wang, Guihuai
    DIAGNOSTICS, 2020, 10 (03)
  • [10] Identification of Key Prognostic Biomarker and Its Correlation with Immune Infiltrates in Pancreatic Ductal Adenocarcinoma
    Luan, Hong
    Zhang, Chuang
    Zhang, Tuo
    He, Ye
    Su, Yanna
    Zhou, Liping
    DISEASE MARKERS, 2020, 2020