1. Construction of S100 family members prognosis prediction model and analysis of immune microenvironment landscape at single-cell level in pancreatic adenocarcinoma: a tumor marker prognostic study.
- Author
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Xu ZJ, Li JA, Cao ZY, Xu HX, Ying Y, Xu ZH, Liu RJ, Guo Y, Zhang ZX, Wang WQ, and Liu L
- Subjects
- Humans, Prognosis, Male, Female, Middle Aged, Aged, Pancreatic Neoplasms immunology, Pancreatic Neoplasms pathology, Pancreatic Neoplasms mortality, Pancreatic Neoplasms genetics, Tumor Microenvironment immunology, Biomarkers, Tumor genetics, Biomarkers, Tumor immunology, S100 Proteins, Adenocarcinoma immunology, Adenocarcinoma pathology, Adenocarcinoma mortality, Adenocarcinoma genetics
- Abstract
Pancreatic adenocarcinoma characterized by a mere 10% 5-year survival rate, poses a formidable challenge due to its specific anatomical location, making tumor tissue acquisition difficult. This limitation underscores the critical need for novel biomarkers to stratify this patient population. Accordingly, this study aimed to construct a prognosis prediction model centered on S100 family members. Leveraging six S100 genes and their corresponding coefficients, an S100 score was calculated to predict survival outcomes. The present study provided comprehensive internal and external validation along with power evaluation results, substantiating the efficacy of the proposed model. Additionally, the study explored the S100-driven potential mechanisms underlying malignant progression. By comparing immune cell infiltration proportions in distinct patient groups with varying prognoses, the research identified differences driven by S100 expression. Furthermore, the analysis explored significant ligand-receptor pairs between malignant cells and immune cells influenced by S100 genes, uncovering crucial insights. Notably, the study identified a novel biomarker capable of predicting the sensitivity of neoadjuvant chemotherapy, offering promising avenues for further research and clinical application., (Copyright © 2024 The Author(s). Published by Wolters Kluwer Health, Inc.)
- Published
- 2024
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