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Exploring prognostic and immunological characteristics of pancreatic ductal adenocarcinoma through comprehensive genomic analysis of tertiary lymphoid structures and CD8 + T-cells.
- Source :
-
Journal of cancer research and clinical oncology [J Cancer Res Clin Oncol] 2024 Jun 08; Vol. 150 (6), pp. 300. Date of Electronic Publication: 2024 Jun 08. - Publication Year :
- 2024
-
Abstract
- Purpose: Tertiary lymphoid structures (TLSs) and CD8 + T-cells are potential prognostic indicators for pancreatic ductal adenocarcinoma (PDAC). We established a novel scoring system for evaluating the risk for PDAC based on TLS- and CD8 + T-cell-related genes.<br />Methods: We analyzed single-cell sequence data from PDAC patients in the Genome Sequence Archive. Bioinformatics and machine algorithms established and validated a scoring method (T-C score) based on PDAC survival-related genes highly expressed in TLSs and CD8 + T-cells. Patients were stratified into the low- and high-T-C score groups. Differences in survival, pathway enrichment, mutation status, immune cell infiltration, expression of immune checkpoint-associated genes, tumor stemness, and response to antitumor therapy were compared through computer simulation methods.<br />Results: Overall survival differed significantly between the training and validation cohorts' low- and high-T-C score groups. The low-T-C score group correlated with lower tumor mutation burden and lower levels of tumor stemness compared with the high-T-C score group. Patients with lower T-C scores exhibited advantages in immunotherapeutic responses and might be more sensitive to the chemotherapeutic regimen and multi-kinase inhibitors.<br />Conclusion: The T-C score could serve as an effective model for predicting the survival and therapeutic responses of patients with PDAC.<br /> (© 2024. The Author(s).)
- Subjects :
- Humans
Prognosis
Genomics methods
Male
Female
Biomarkers, Tumor genetics
Middle Aged
Aged
Carcinoma, Pancreatic Ductal genetics
Carcinoma, Pancreatic Ductal immunology
Carcinoma, Pancreatic Ductal pathology
Pancreatic Neoplasms genetics
Pancreatic Neoplasms immunology
Pancreatic Neoplasms pathology
CD8-Positive T-Lymphocytes immunology
Tertiary Lymphoid Structures genetics
Tertiary Lymphoid Structures immunology
Tertiary Lymphoid Structures pathology
Subjects
Details
- Language :
- English
- ISSN :
- 1432-1335
- Volume :
- 150
- Issue :
- 6
- Database :
- MEDLINE
- Journal :
- Journal of cancer research and clinical oncology
- Publication Type :
- Academic Journal
- Accession number :
- 38850373
- Full Text :
- https://doi.org/10.1007/s00432-024-05824-0