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.
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页数:26
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