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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...

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Autores principales: He, Mengdi, Wang, Yiying, Zhang, Guodong, Cao, Kankan, Yang, Moran, Liu, Haiou
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
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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.
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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
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