Cargando…
The prognostic significance of tumor-infiltrating lymphocytes in cervical cancer
OBJECTIVE: To predict the prognosis of cervical cancer, we constructed a novel model with 5 specific cell types and identified a potential biomarker. METHODS: We employed CIBERSORT and xCell method to evaluate the abundances of 23 cells types in tumor microenvironment. Five specific cell types were...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Asian Society of Gynecologic Oncology; Korean Society of Gynecologic Oncology; Japan Society of Gynecologic Oncology
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8039170/ https://www.ncbi.nlm.nih.gov/pubmed/33825354 http://dx.doi.org/10.3802/jgo.2021.32.e32 |
_version_ | 1783677531927347200 |
---|---|
author | He, Mengdi Wang, Yiying Zhang, Guodong Cao, Kankan Yang, Moran Liu, Haiou |
author_facet | He, Mengdi Wang, Yiying Zhang, Guodong Cao, Kankan Yang, Moran Liu, Haiou |
author_sort | He, Mengdi |
collection | PubMed |
description | OBJECTIVE: To predict the prognosis of cervical cancer, we constructed a novel model with 5 specific cell types and identified a potential biomarker. METHODS: We employed CIBERSORT and xCell method to evaluate the abundances of 23 cells types in tumor microenvironment. Five specific cell types were filtrated to determine different immunotypes by applying least absolute shrinkage and selection operator (LASSO) Cox regression method. The expression of immune checkpoints (ICPs) and effectors were validated by immunohistochemistry. Correlation analysis was performed to examine the relevance between PIK3CA mutational status and ICPs. RESULTS: Unsupervised clustering of patients on the basis of tumor infiltrating lymphocytes and fibroblasts identified patients with shorter overall survival (OS) (hazard ratio [HR]=3.0729; 95% confidence interval [CI]=1.5103–6.2522; p=0.0118). An immunoscore (IS) signature consisting of 5 immune cell types infiltrating in tumor core (CD8T, activated NK cells, neutrophils, activated mast cells, macrophages) was constructed using LASSO Cox regression analysis. Receiver operating characteristic curves confirmed that the area under the curve of IS was significantly higher to that of International Federation of Gynecology and Obstetrics staging alone (0.637 vs. 0.55). Survival analysis revealed patients in high IS group exhibited a poorer OS (HR=3.0113; 95% CI=1.8746–4.8373; p<0.0001). The multivariate analysis indicated the IS was an independent prognostic factor. In addition, the lower IS related to higher expression of ICPs and neoantigen load. CONCLUSIONS: The identification of IS in cervical cancer tissues could facilitate patient risk stratification and selection of immunotherapeutic responses, but more prospective studies are needed to assess its reliability. |
format | Online Article Text |
id | pubmed-8039170 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Asian Society of Gynecologic Oncology; Korean Society of Gynecologic Oncology; Japan Society of Gynecologic Oncology |
record_format | MEDLINE/PubMed |
spelling | pubmed-80391702021-05-01 The prognostic significance of tumor-infiltrating lymphocytes in cervical cancer He, Mengdi Wang, Yiying Zhang, Guodong Cao, Kankan Yang, Moran Liu, Haiou J Gynecol Oncol Original Article OBJECTIVE: To predict the prognosis of cervical cancer, we constructed a novel model with 5 specific cell types and identified a potential biomarker. METHODS: We employed CIBERSORT and xCell method to evaluate the abundances of 23 cells types in tumor microenvironment. Five specific cell types were filtrated to determine different immunotypes by applying least absolute shrinkage and selection operator (LASSO) Cox regression method. The expression of immune checkpoints (ICPs) and effectors were validated by immunohistochemistry. Correlation analysis was performed to examine the relevance between PIK3CA mutational status and ICPs. RESULTS: Unsupervised clustering of patients on the basis of tumor infiltrating lymphocytes and fibroblasts identified patients with shorter overall survival (OS) (hazard ratio [HR]=3.0729; 95% confidence interval [CI]=1.5103–6.2522; p=0.0118). An immunoscore (IS) signature consisting of 5 immune cell types infiltrating in tumor core (CD8T, activated NK cells, neutrophils, activated mast cells, macrophages) was constructed using LASSO Cox regression analysis. Receiver operating characteristic curves confirmed that the area under the curve of IS was significantly higher to that of International Federation of Gynecology and Obstetrics staging alone (0.637 vs. 0.55). Survival analysis revealed patients in high IS group exhibited a poorer OS (HR=3.0113; 95% CI=1.8746–4.8373; p<0.0001). The multivariate analysis indicated the IS was an independent prognostic factor. In addition, the lower IS related to higher expression of ICPs and neoantigen load. CONCLUSIONS: The identification of IS in cervical cancer tissues could facilitate patient risk stratification and selection of immunotherapeutic responses, but more prospective studies are needed to assess its reliability. Asian Society of Gynecologic Oncology; Korean Society of Gynecologic Oncology; Japan Society of Gynecologic Oncology 2021-02-09 /pmc/articles/PMC8039170/ /pubmed/33825354 http://dx.doi.org/10.3802/jgo.2021.32.e32 Text en Copyright © 2021. Asian Society of Gynecologic Oncology, Korean Society of Gynecologic Oncology, and Japan Society of Gynecologic Oncology https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article He, Mengdi Wang, Yiying Zhang, Guodong Cao, Kankan Yang, Moran Liu, Haiou The prognostic significance of tumor-infiltrating lymphocytes in cervical cancer |
title | The prognostic significance of tumor-infiltrating lymphocytes in cervical cancer |
title_full | The prognostic significance of tumor-infiltrating lymphocytes in cervical cancer |
title_fullStr | The prognostic significance of tumor-infiltrating lymphocytes in cervical cancer |
title_full_unstemmed | The prognostic significance of tumor-infiltrating lymphocytes in cervical cancer |
title_short | The prognostic significance of tumor-infiltrating lymphocytes in cervical cancer |
title_sort | prognostic significance of tumor-infiltrating lymphocytes in cervical cancer |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8039170/ https://www.ncbi.nlm.nih.gov/pubmed/33825354 http://dx.doi.org/10.3802/jgo.2021.32.e32 |
work_keys_str_mv | AT hemengdi theprognosticsignificanceoftumorinfiltratinglymphocytesincervicalcancer AT wangyiying theprognosticsignificanceoftumorinfiltratinglymphocytesincervicalcancer AT zhangguodong theprognosticsignificanceoftumorinfiltratinglymphocytesincervicalcancer AT caokankan theprognosticsignificanceoftumorinfiltratinglymphocytesincervicalcancer AT yangmoran theprognosticsignificanceoftumorinfiltratinglymphocytesincervicalcancer AT liuhaiou theprognosticsignificanceoftumorinfiltratinglymphocytesincervicalcancer AT hemengdi prognosticsignificanceoftumorinfiltratinglymphocytesincervicalcancer AT wangyiying prognosticsignificanceoftumorinfiltratinglymphocytesincervicalcancer AT zhangguodong prognosticsignificanceoftumorinfiltratinglymphocytesincervicalcancer AT caokankan prognosticsignificanceoftumorinfiltratinglymphocytesincervicalcancer AT yangmoran prognosticsignificanceoftumorinfiltratinglymphocytesincervicalcancer AT liuhaiou prognosticsignificanceoftumorinfiltratinglymphocytesincervicalcancer |