Tumor infiltrating lymphocyte signature is associated with single nucleotide polymorphisms and predicts survival in esophageal squamous cell carcinoma patients
- PMID: 33819921
- PMCID: PMC8064198
- DOI: 10.18632/aging.202798
Tumor infiltrating lymphocyte signature is associated with single nucleotide polymorphisms and predicts survival in esophageal squamous cell carcinoma patients
Abstract
Purpose: Esophageal cancer is the sixth leading cause of cancer-related death worldwide, and is associated with a poor prognosis. Stromal tumor infiltrating lymphocytes (sTIL) and certain single nucleotide polymorphisms (SNPs) have been found to be predictive of patient survival. In this study, we explored the association between SNPs and sTIL regarding the predictability of disease-free survival in patients with esophageal squamous cell carcinoma (ESCC).
Materials and methods: We collected 969 pathologically confirmed ESCC patients from 2010 to 2013 and genotyped 101 SNPs from 59 genes. The number of sTIL for each patient was determined using an automatic algorithm. A Kruskal-Wallis test was used to determine the association between genotype and sTIL. The genotypes and clinical factors related to survival were analyzed using a Kaplan-Meier curve, Cox proportional hazards model, and log-rank test.
Results: The median age of the patients was 67 (42-85 years), there was a median follow-up of 851.5 days and 586 patients died. The univariable analysis showed that 10 of the 101 SNPs were associated with sTIL. Six SNPs were also associated with disease-free survival. A multivariable analysis revealed that sTIL, rs1801131, rs25487, and rs8030672 were independent prognostic markers for ESCC patients. The model combining SNPs, clinical characteristics and sTIL outperformed the model with clinical characteristics alone for predicting outcomes in ESCC patients.
Conclusion: We discovered 10 SNPs associated with sTIL in ESCC and we built a model of sTIL, SNPs and clinical characteristics with improved prediction of survival in ESCC patients.
Keywords: esophageal squamous cell cancer; single nucleotide polymorphism; survival; tumor infiltrating lymphocytes.
Conflict of interest statement
Figures


Similar articles
-
Characteristics of auto-quantified tumor-infiltrating lymphocytes and the prognostic value in adenocarcinoma of the esophagogastric junction, gastric adenocarcinoma, and esophageal squamous cell carcinoma.Aging (Albany NY). 2024 Jul 5;16(13):11027-11061. doi: 10.18632/aging.205999. Epub 2024 Jul 5. Aging (Albany NY). 2024. PMID: 38975889 Free PMC article.
-
Tumour infiltrating lymphocytes correlate with improved survival in patients with esophageal squamous cell carcinoma.Sci Rep. 2017 Mar 21;7:44823. doi: 10.1038/srep44823. Sci Rep. 2017. PMID: 28322245 Free PMC article.
-
Identification and characterization of prognosis-related genes in the tumor microenvironment of esophageal squamous cell carcinoma.Int Immunopharmacol. 2021 Jul;96:107616. doi: 10.1016/j.intimp.2021.107616. Epub 2021 May 28. Int Immunopharmacol. 2021. PMID: 34162127
-
Verrucous esophageal carcinoma is a unique indolent subtype of squamous cell carcinoma: a systematic review and individual patient regression analysis.J Gastroenterol. 2021 Jan;56(1):12-24. doi: 10.1007/s00535-020-01736-1. Epub 2020 Oct 20. J Gastroenterol. 2021. PMID: 33079233
-
[Progress in autoantibodies associated with esophageal squamous cell carcinoma].Xi Bao Yu Fen Zi Mian Yi Xue Za Zhi. 2025 Apr;41(4):363-371. Xi Bao Yu Fen Zi Mian Yi Xue Za Zhi. 2025. PMID: 40260570 Review. Chinese.
Cited by
-
Systemic Immune-Inflammatory Index, Tumor-Infiltrating Lymphocytes, and Clinical Outcomes in Esophageal Squamous Cell Carcinoma Receiving Concurrent Chemoradiotherapy.J Immunol Res. 2023 May 16;2023:4275998. doi: 10.1155/2023/4275998. eCollection 2023. J Immunol Res. 2023. PMID: 37228442 Free PMC article.
-
Characteristics of auto-quantified tumor-infiltrating lymphocytes and the prognostic value in adenocarcinoma of the esophagogastric junction, gastric adenocarcinoma, and esophageal squamous cell carcinoma.Aging (Albany NY). 2024 Jul 5;16(13):11027-11061. doi: 10.18632/aging.205999. Epub 2024 Jul 5. Aging (Albany NY). 2024. PMID: 38975889 Free PMC article.
-
Tumor budding and tumor-infiltrating lymphocytes can predict prognosis in pT1b esophageal squamous cell carcinoma.Thorac Cancer. 2023 Sep;14(25):2608-2617. doi: 10.1111/1759-7714.15043. Epub 2023 Jul 19. Thorac Cancer. 2023. PMID: 37466146 Free PMC article.
-
Prognostic Value of Deep Learning-Extracted Tumor-Infiltrating Lymphocytes in Esophageal Cancer: A Multicenter Retrospective Cohort Study.Cancer Med. 2025 Jul;14(14):e71054. doi: 10.1002/cam4.71054. Cancer Med. 2025. PMID: 40673386 Free PMC article.
References
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical