Cargando…
Molecular subtypes identified by pyroptosis-related genes are associated with tumor microenvironment cell infiltration in colon cancer
The important role of pyroptosis in tumor progression has been well characterized in recent years. However, little is known about the impact of tumor pyroptosis characteristics on patient prognosis and tumor microenvironment (TME) as well as efficacy of immunotherapy. In this study, we successfully...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9740378/ https://www.ncbi.nlm.nih.gov/pubmed/36384889 http://dx.doi.org/10.18632/aging.204379 |
_version_ | 1784848046761181184 |
---|---|
author | Ling, Yiting Wang, Yinda Cao, Chenxi Feng, Lianzhong Zhang, Binzhong Li, Senjuan |
author_facet | Ling, Yiting Wang, Yinda Cao, Chenxi Feng, Lianzhong Zhang, Binzhong Li, Senjuan |
author_sort | Ling, Yiting |
collection | PubMed |
description | The important role of pyroptosis in tumor progression has been well characterized in recent years. However, little is known about the impact of tumor pyroptosis characteristics on patient prognosis and tumor microenvironment (TME) as well as efficacy of immunotherapy. In this study, we successfully classified colon cancer samples into three pyroptosis characterizations with different prognosis and TME cell infiltration patterns based on the expression of pyroptosis-related genes. Cluster 2, with the characterizations of immunosuppression, was classified as immune-desert cell infiltration patterns. Cluster 3, with the patterns of immune-inflamed cell infiltration, had the feature of an activated innate and adaptive immunity and significant prolonged survival. The activation of stromal pathways including EMT, angiogenesis and TGF-β in cluster 1 may mediate the impaired immune penetration of this cluster, which was classified as immune-excluded cell infiltration patterns. Our results demonstrated the PyroSig signature was a robust and independent biomarker for predicting patient prognosis. Patients with low PyroSig signature was confirmed to be correlated with treatment advantages and significant prolonged survival in two anti-checkpoint immunotherapy cohorts. This study identified three pyroptosis-related subtypes with distinct molecular features, clinical and microenvironment cell infiltration patterns in colon cancer, which could promote individualized immunotherapy for colon cancer. |
format | Online Article Text |
id | pubmed-9740378 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-97403782022-12-12 Molecular subtypes identified by pyroptosis-related genes are associated with tumor microenvironment cell infiltration in colon cancer Ling, Yiting Wang, Yinda Cao, Chenxi Feng, Lianzhong Zhang, Binzhong Li, Senjuan Aging (Albany NY) Research Paper The important role of pyroptosis in tumor progression has been well characterized in recent years. However, little is known about the impact of tumor pyroptosis characteristics on patient prognosis and tumor microenvironment (TME) as well as efficacy of immunotherapy. In this study, we successfully classified colon cancer samples into three pyroptosis characterizations with different prognosis and TME cell infiltration patterns based on the expression of pyroptosis-related genes. Cluster 2, with the characterizations of immunosuppression, was classified as immune-desert cell infiltration patterns. Cluster 3, with the patterns of immune-inflamed cell infiltration, had the feature of an activated innate and adaptive immunity and significant prolonged survival. The activation of stromal pathways including EMT, angiogenesis and TGF-β in cluster 1 may mediate the impaired immune penetration of this cluster, which was classified as immune-excluded cell infiltration patterns. Our results demonstrated the PyroSig signature was a robust and independent biomarker for predicting patient prognosis. Patients with low PyroSig signature was confirmed to be correlated with treatment advantages and significant prolonged survival in two anti-checkpoint immunotherapy cohorts. This study identified three pyroptosis-related subtypes with distinct molecular features, clinical and microenvironment cell infiltration patterns in colon cancer, which could promote individualized immunotherapy for colon cancer. Impact Journals 2022-11-16 /pmc/articles/PMC9740378/ /pubmed/36384889 http://dx.doi.org/10.18632/aging.204379 Text en Copyright: © 2022 Ling et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Ling, Yiting Wang, Yinda Cao, Chenxi Feng, Lianzhong Zhang, Binzhong Li, Senjuan Molecular subtypes identified by pyroptosis-related genes are associated with tumor microenvironment cell infiltration in colon cancer |
title | Molecular subtypes identified by pyroptosis-related genes are associated with tumor microenvironment cell infiltration in colon cancer |
title_full | Molecular subtypes identified by pyroptosis-related genes are associated with tumor microenvironment cell infiltration in colon cancer |
title_fullStr | Molecular subtypes identified by pyroptosis-related genes are associated with tumor microenvironment cell infiltration in colon cancer |
title_full_unstemmed | Molecular subtypes identified by pyroptosis-related genes are associated with tumor microenvironment cell infiltration in colon cancer |
title_short | Molecular subtypes identified by pyroptosis-related genes are associated with tumor microenvironment cell infiltration in colon cancer |
title_sort | molecular subtypes identified by pyroptosis-related genes are associated with tumor microenvironment cell infiltration in colon cancer |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9740378/ https://www.ncbi.nlm.nih.gov/pubmed/36384889 http://dx.doi.org/10.18632/aging.204379 |
work_keys_str_mv | AT lingyiting molecularsubtypesidentifiedbypyroptosisrelatedgenesareassociatedwithtumormicroenvironmentcellinfiltrationincoloncancer AT wangyinda molecularsubtypesidentifiedbypyroptosisrelatedgenesareassociatedwithtumormicroenvironmentcellinfiltrationincoloncancer AT caochenxi molecularsubtypesidentifiedbypyroptosisrelatedgenesareassociatedwithtumormicroenvironmentcellinfiltrationincoloncancer AT fenglianzhong molecularsubtypesidentifiedbypyroptosisrelatedgenesareassociatedwithtumormicroenvironmentcellinfiltrationincoloncancer AT zhangbinzhong molecularsubtypesidentifiedbypyroptosisrelatedgenesareassociatedwithtumormicroenvironmentcellinfiltrationincoloncancer AT lisenjuan molecularsubtypesidentifiedbypyroptosisrelatedgenesareassociatedwithtumormicroenvironmentcellinfiltrationincoloncancer |