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An Immune Cell Signature Is Associated With Disease-Free Survival and Adjuvant Chemosensitivity of Patients With Resectable Gastric Cancer.
- Source :
-
Frontiers in immunology [Front Immunol] 2021 Feb 04; Vol. 11, pp. 621623. Date of Electronic Publication: 2021 Feb 04 (Print Publication: 2020). - Publication Year :
- 2021
-
Abstract
- Increasing evidence has indicated that current tumor-node-metastasis (TNM) stage alone cannot predict prognosis and adjuvant chemotherapy benefits accurately for stages II and III gastric cancer (GC) patients after surgery. In order to improve the predictive ability of survival and adjuvant chemotherapy benefits of GC patients after surgery, this study aimed to establish an immune signature based on the composition of infiltrating immune cells. Twenty-eight types of immune cell fractions were evaluated based on the expression profiles of GC patients from the Gene Expression Omnibus (GEO) database using single-sample gene set enrichment analysis (ssGSEA). The immunoscore (IS) was constructed using a least absolute shrinkage and selection operator (LASSO) Cox regression model. Through the LASSO model, an IS classifier consisting of eight immune cells was constructed. Significant difference was found between high-IS and low-IS groups in the training cohort in disease-free survival (DFS, P < 0.0001) and overall survival (OS, P < 0.0001). Multivariate analysis showed that the IS classifier was an independent prognostic indicator. Moreover, a combination of IS and TNM stage exhibited better prognostic value than TNM stage alone. Further analysis demonstrated that low-IS patients who had more tumor-infiltrating lymphocytes had better response to adjuvant chemotherapy. More importantly, we found that patients with high-IS were more likely to benefit from a Xeloda plus cisplatin regimen after surgery. Finally, we established two nomograms to screen the stage II and III GC patients who benefitted from adjuvant chemotherapy after surgery. The combination of IS classifier and TNM stage could predict DFS and OS of GC patients. The IS model has been proven as a promising tool that can be used to identify the patients with stages II and III GC who may benefit from adjuvant chemotherapy.<br />Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.<br /> (Copyright © 2021 Yan, Chen, Yang, Li, Che, Xiao, Liu and Qu.)
- Subjects :
- Adult
Aged
Aged, 80 and over
B-Lymphocytes immunology
CD4-Positive T-Lymphocytes immunology
CD8-Positive T-Lymphocytes immunology
Databases, Factual
Databases, Genetic
Disease-Free Survival
Female
Humans
Kaplan-Meier Estimate
Killer Cells, Natural immunology
Male
Middle Aged
Neoplasm Metastasis
Neoplasm Staging
Prognosis
Proportional Hazards Models
Stomach Neoplasms drug therapy
Stomach Neoplasms mortality
Stomach Neoplasms pathology
Biomarkers, Tumor immunology
Chemotherapy, Adjuvant mortality
Stomach Neoplasms immunology
Subjects
Details
- Language :
- English
- ISSN :
- 1664-3224
- Volume :
- 11
- Database :
- MEDLINE
- Journal :
- Frontiers in immunology
- Publication Type :
- Academic Journal
- Accession number :
- 33613554
- Full Text :
- https://doi.org/10.3389/fimmu.2020.621623