Cargando…
Identification of gene expression profiles and immune cell infiltration signatures between low and high tumor mutation burden groups in bladder cancer
Bladder cancer is one of the most commonly diagnosed tumors and is results from the accumulation of somatic mutations in the DNA. Tumor mutation burden (TMB) has been associated with cancer immunotherapeutic response. In this study, we attempted to explore the correlation between TMB and cancer prog...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6945555/ https://www.ncbi.nlm.nih.gov/pubmed/31929742 http://dx.doi.org/10.7150/ijms.39056 |
_version_ | 1783485201807048704 |
---|---|
author | Wu, Zonglong Wang, Muru Liu, Qinggang Liu, Yaxiao Zhu, Kejia Chen, Lipeng Guo, Hongda Li, Yan Shi, Benkang |
author_facet | Wu, Zonglong Wang, Muru Liu, Qinggang Liu, Yaxiao Zhu, Kejia Chen, Lipeng Guo, Hongda Li, Yan Shi, Benkang |
author_sort | Wu, Zonglong |
collection | PubMed |
description | Bladder cancer is one of the most commonly diagnosed tumors and is results from the accumulation of somatic mutations in the DNA. Tumor mutation burden (TMB) has been associated with cancer immunotherapeutic response. In this study, we attempted to explore the correlation between TMB and cancer prognosis. Identify the different expressed genes and immune cell infiltration signatures between low and high TMB group. Mutation data, gene expression profiles and clinical data were downloaded from The Cancer Genome Atlas (TCGA) database. Patients were divided into high and low TMB groups, allowing differentially expressed genes (DEGs) to be identified. Functional enrichment and protein-protein interaction (PPI) network analysis were used to identify the functions of the DEGs. And immune cell infiltration signatures were evaluated by CIBERSORT algorithm. These results shown that high TMB was significantly associated with prognosis. We obtained a list of TMB related genes which may influence the infiltrations of immune cells. We also found a higher proportion of CD8 T cells, CD4 T cells and NK cells in the high TMB group. Our data suggest that higher TMB tends to promote the infiltrations of T cells and NK cells and patients with higher TMB may achieve a more favorable prognosis in bladder cancer. |
format | Online Article Text |
id | pubmed-6945555 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-69455552020-01-10 Identification of gene expression profiles and immune cell infiltration signatures between low and high tumor mutation burden groups in bladder cancer Wu, Zonglong Wang, Muru Liu, Qinggang Liu, Yaxiao Zhu, Kejia Chen, Lipeng Guo, Hongda Li, Yan Shi, Benkang Int J Med Sci Research Paper Bladder cancer is one of the most commonly diagnosed tumors and is results from the accumulation of somatic mutations in the DNA. Tumor mutation burden (TMB) has been associated with cancer immunotherapeutic response. In this study, we attempted to explore the correlation between TMB and cancer prognosis. Identify the different expressed genes and immune cell infiltration signatures between low and high TMB group. Mutation data, gene expression profiles and clinical data were downloaded from The Cancer Genome Atlas (TCGA) database. Patients were divided into high and low TMB groups, allowing differentially expressed genes (DEGs) to be identified. Functional enrichment and protein-protein interaction (PPI) network analysis were used to identify the functions of the DEGs. And immune cell infiltration signatures were evaluated by CIBERSORT algorithm. These results shown that high TMB was significantly associated with prognosis. We obtained a list of TMB related genes which may influence the infiltrations of immune cells. We also found a higher proportion of CD8 T cells, CD4 T cells and NK cells in the high TMB group. Our data suggest that higher TMB tends to promote the infiltrations of T cells and NK cells and patients with higher TMB may achieve a more favorable prognosis in bladder cancer. Ivyspring International Publisher 2020-01-01 /pmc/articles/PMC6945555/ /pubmed/31929742 http://dx.doi.org/10.7150/ijms.39056 Text en © The author(s) This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Wu, Zonglong Wang, Muru Liu, Qinggang Liu, Yaxiao Zhu, Kejia Chen, Lipeng Guo, Hongda Li, Yan Shi, Benkang Identification of gene expression profiles and immune cell infiltration signatures between low and high tumor mutation burden groups in bladder cancer |
title | Identification of gene expression profiles and immune cell infiltration signatures between low and high tumor mutation burden groups in bladder cancer |
title_full | Identification of gene expression profiles and immune cell infiltration signatures between low and high tumor mutation burden groups in bladder cancer |
title_fullStr | Identification of gene expression profiles and immune cell infiltration signatures between low and high tumor mutation burden groups in bladder cancer |
title_full_unstemmed | Identification of gene expression profiles and immune cell infiltration signatures between low and high tumor mutation burden groups in bladder cancer |
title_short | Identification of gene expression profiles and immune cell infiltration signatures between low and high tumor mutation burden groups in bladder cancer |
title_sort | identification of gene expression profiles and immune cell infiltration signatures between low and high tumor mutation burden groups in bladder cancer |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6945555/ https://www.ncbi.nlm.nih.gov/pubmed/31929742 http://dx.doi.org/10.7150/ijms.39056 |
work_keys_str_mv | AT wuzonglong identificationofgeneexpressionprofilesandimmunecellinfiltrationsignaturesbetweenlowandhightumormutationburdengroupsinbladdercancer AT wangmuru identificationofgeneexpressionprofilesandimmunecellinfiltrationsignaturesbetweenlowandhightumormutationburdengroupsinbladdercancer AT liuqinggang identificationofgeneexpressionprofilesandimmunecellinfiltrationsignaturesbetweenlowandhightumormutationburdengroupsinbladdercancer AT liuyaxiao identificationofgeneexpressionprofilesandimmunecellinfiltrationsignaturesbetweenlowandhightumormutationburdengroupsinbladdercancer AT zhukejia identificationofgeneexpressionprofilesandimmunecellinfiltrationsignaturesbetweenlowandhightumormutationburdengroupsinbladdercancer AT chenlipeng identificationofgeneexpressionprofilesandimmunecellinfiltrationsignaturesbetweenlowandhightumormutationburdengroupsinbladdercancer AT guohongda identificationofgeneexpressionprofilesandimmunecellinfiltrationsignaturesbetweenlowandhightumormutationburdengroupsinbladdercancer AT liyan identificationofgeneexpressionprofilesandimmunecellinfiltrationsignaturesbetweenlowandhightumormutationburdengroupsinbladdercancer AT shibenkang identificationofgeneexpressionprofilesandimmunecellinfiltrationsignaturesbetweenlowandhightumormutationburdengroupsinbladdercancer |