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Identification of CD8+ T cell infiltration-related genes and their prognostic values in cervical cancer
Cervical cancer is a female-specific cancer with relatively high morbidity and mortality. As known to all, immune cell infiltrations in the cancer microenvironment are closely related to the cancer diagnosis and prognosis. Here we revealed that the CD8+ T cell infiltration was significantly upregula...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9659851/ https://www.ncbi.nlm.nih.gov/pubmed/36387234 http://dx.doi.org/10.3389/fonc.2022.1031643 |
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author | Shen, Xiaopeng Wang, Chunguang Li, Meng Wang, Sufen Zhao, Yun Liu, Zhongxian Zhu, Guoping |
author_facet | Shen, Xiaopeng Wang, Chunguang Li, Meng Wang, Sufen Zhao, Yun Liu, Zhongxian Zhu, Guoping |
author_sort | Shen, Xiaopeng |
collection | PubMed |
description | Cervical cancer is a female-specific cancer with relatively high morbidity and mortality. As known to all, immune cell infiltrations in the cancer microenvironment are closely related to the cancer diagnosis and prognosis. Here we revealed that the CD8+ T cell infiltration was significantly upregulated in cervical cancer versus normal cervix uteri samples. Through univariate and multivariate cox analyses, we discovered that the CD8+ T cell infiltration was the only independent beneficial factor for the prognosis of cervical cancer. To explore the genes associated with the CD8+ T cell infiltration in cervical cancer, we performed the WGCNA analysis on the differentially expressed genes (DEGs) of cervical cancer versus normal cervix uteri tissues. As a result, 231 DEGs were found to be associated with CD8+ T cell infiltration in cervical cancer. Subsequently, with the Cytoscape analysis, we identified 105 hub genes out of the 231 DEGs. To further explore the genes that might be responsible for the prognosis of cervical cancer, we performed a univariate cox analysis followed by a LASSO assay on the 105 hub genes and located four genes (IGSF6, TLR10, FCRL3, and IFI30) finally. The four genes could be applied to the prediction of the prognosis of cervical cancer, and relatively higher expression of these four genes predicted a better prognosis. These findings contributed to our understanding of the prognostic values of CD8+ T cell infiltration and its associated genes in cervical cancer and thus might benefit future immune-related therapies. |
format | Online Article Text |
id | pubmed-9659851 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96598512022-11-15 Identification of CD8+ T cell infiltration-related genes and their prognostic values in cervical cancer Shen, Xiaopeng Wang, Chunguang Li, Meng Wang, Sufen Zhao, Yun Liu, Zhongxian Zhu, Guoping Front Oncol Oncology Cervical cancer is a female-specific cancer with relatively high morbidity and mortality. As known to all, immune cell infiltrations in the cancer microenvironment are closely related to the cancer diagnosis and prognosis. Here we revealed that the CD8+ T cell infiltration was significantly upregulated in cervical cancer versus normal cervix uteri samples. Through univariate and multivariate cox analyses, we discovered that the CD8+ T cell infiltration was the only independent beneficial factor for the prognosis of cervical cancer. To explore the genes associated with the CD8+ T cell infiltration in cervical cancer, we performed the WGCNA analysis on the differentially expressed genes (DEGs) of cervical cancer versus normal cervix uteri tissues. As a result, 231 DEGs were found to be associated with CD8+ T cell infiltration in cervical cancer. Subsequently, with the Cytoscape analysis, we identified 105 hub genes out of the 231 DEGs. To further explore the genes that might be responsible for the prognosis of cervical cancer, we performed a univariate cox analysis followed by a LASSO assay on the 105 hub genes and located four genes (IGSF6, TLR10, FCRL3, and IFI30) finally. The four genes could be applied to the prediction of the prognosis of cervical cancer, and relatively higher expression of these four genes predicted a better prognosis. These findings contributed to our understanding of the prognostic values of CD8+ T cell infiltration and its associated genes in cervical cancer and thus might benefit future immune-related therapies. Frontiers Media S.A. 2022-10-31 /pmc/articles/PMC9659851/ /pubmed/36387234 http://dx.doi.org/10.3389/fonc.2022.1031643 Text en Copyright © 2022 Shen, Wang, Li, Wang, Zhao, Liu and Zhu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Shen, Xiaopeng Wang, Chunguang Li, Meng Wang, Sufen Zhao, Yun Liu, Zhongxian Zhu, Guoping Identification of CD8+ T cell infiltration-related genes and their prognostic values in cervical cancer |
title | Identification of CD8+ T cell infiltration-related genes and their prognostic values in cervical cancer |
title_full | Identification of CD8+ T cell infiltration-related genes and their prognostic values in cervical cancer |
title_fullStr | Identification of CD8+ T cell infiltration-related genes and their prognostic values in cervical cancer |
title_full_unstemmed | Identification of CD8+ T cell infiltration-related genes and their prognostic values in cervical cancer |
title_short | Identification of CD8+ T cell infiltration-related genes and their prognostic values in cervical cancer |
title_sort | identification of cd8+ t cell infiltration-related genes and their prognostic values in cervical cancer |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9659851/ https://www.ncbi.nlm.nih.gov/pubmed/36387234 http://dx.doi.org/10.3389/fonc.2022.1031643 |
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