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Comprehensive analysis of pyroptosis regulators and tumor immune microenvironment in clear cell renal cell carcinoma
BACKGROUND: Increasing evidence has indicated that pyroptosis could regulate the tumor immune microenvironment (TIME) to affect the tumor development. As a highly immunogenic tumor, clear cell renal cell carcinoma (ccRCC) can benefit from immunotherapy, but related research on pyroptosis in the TIME...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8670029/ https://www.ncbi.nlm.nih.gov/pubmed/34906145 http://dx.doi.org/10.1186/s12935-021-02384-y |
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author | Zhang, Yan Chen, Xianwu Fu, Qinghe Wang, Feifan Zhou, Xuejian Xiang, Jiayong He, Ning Hu, Zhenghui Jin, Xiaodong |
author_facet | Zhang, Yan Chen, Xianwu Fu, Qinghe Wang, Feifan Zhou, Xuejian Xiang, Jiayong He, Ning Hu, Zhenghui Jin, Xiaodong |
author_sort | Zhang, Yan |
collection | PubMed |
description | BACKGROUND: Increasing evidence has indicated that pyroptosis could regulate the tumor immune microenvironment (TIME) to affect the tumor development. As a highly immunogenic tumor, clear cell renal cell carcinoma (ccRCC) can benefit from immunotherapy, but related research on pyroptosis in the TIME of ccRCC is still deficient. METHODS: Available data derived from TCGA and GEO databases were analyzed to identify the different expression profiles of pyroptosis in ccRCC and normal tissues, and the correlation of pyroptosis regulators with TIME was evaluated in ccRCC. RESULTS: According to consensus clustering analysis, two differential expression levels of subtypes were identified to affect patient prognosis, and were related to histological tumor stage and grade. Immune cells were calculated by the CIBERSORT algorithm. Higher infiltrated levels of B cells naive, T cells CD4 memory resting, NK cells resting, monocytes, macrophages were observed in Cluster 1, while higher infiltrated levels of CD8(+) T cells, T follicular helper cells, and Tregs were observed in Cluster 2. Gene set enrichment analysis indicated that Cluster 2 was enriched in multiple immune-related pathways, including the JAK-STAT signaling pathway. Moreover, overexpression of eight immune checkpoints was related to ccRCC development, especially in Cluster 2. As four potentially key pyroptosis regulators, AIM2, CASP5, NOD2, and GZMB were confirmed to be upregulated in ccRCC by RT-qPCR analysis and further verified by the HPA database. Further pan-cancer analysis suggested that these four pyroptosis regulators were differentially expressed and related to the TIME in multiple cancers. CONCLUSION: The present study provided a comprehensive view of pyroptosis regulators in the TIME of ccRCC, which may provide potential value for immunotherapy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12935-021-02384-y. |
format | Online Article Text |
id | pubmed-8670029 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-86700292021-12-15 Comprehensive analysis of pyroptosis regulators and tumor immune microenvironment in clear cell renal cell carcinoma Zhang, Yan Chen, Xianwu Fu, Qinghe Wang, Feifan Zhou, Xuejian Xiang, Jiayong He, Ning Hu, Zhenghui Jin, Xiaodong Cancer Cell Int Primary Research BACKGROUND: Increasing evidence has indicated that pyroptosis could regulate the tumor immune microenvironment (TIME) to affect the tumor development. As a highly immunogenic tumor, clear cell renal cell carcinoma (ccRCC) can benefit from immunotherapy, but related research on pyroptosis in the TIME of ccRCC is still deficient. METHODS: Available data derived from TCGA and GEO databases were analyzed to identify the different expression profiles of pyroptosis in ccRCC and normal tissues, and the correlation of pyroptosis regulators with TIME was evaluated in ccRCC. RESULTS: According to consensus clustering analysis, two differential expression levels of subtypes were identified to affect patient prognosis, and were related to histological tumor stage and grade. Immune cells were calculated by the CIBERSORT algorithm. Higher infiltrated levels of B cells naive, T cells CD4 memory resting, NK cells resting, monocytes, macrophages were observed in Cluster 1, while higher infiltrated levels of CD8(+) T cells, T follicular helper cells, and Tregs were observed in Cluster 2. Gene set enrichment analysis indicated that Cluster 2 was enriched in multiple immune-related pathways, including the JAK-STAT signaling pathway. Moreover, overexpression of eight immune checkpoints was related to ccRCC development, especially in Cluster 2. As four potentially key pyroptosis regulators, AIM2, CASP5, NOD2, and GZMB were confirmed to be upregulated in ccRCC by RT-qPCR analysis and further verified by the HPA database. Further pan-cancer analysis suggested that these four pyroptosis regulators were differentially expressed and related to the TIME in multiple cancers. CONCLUSION: The present study provided a comprehensive view of pyroptosis regulators in the TIME of ccRCC, which may provide potential value for immunotherapy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12935-021-02384-y. BioMed Central 2021-12-14 /pmc/articles/PMC8670029/ /pubmed/34906145 http://dx.doi.org/10.1186/s12935-021-02384-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Primary Research Zhang, Yan Chen, Xianwu Fu, Qinghe Wang, Feifan Zhou, Xuejian Xiang, Jiayong He, Ning Hu, Zhenghui Jin, Xiaodong Comprehensive analysis of pyroptosis regulators and tumor immune microenvironment in clear cell renal cell carcinoma |
title | Comprehensive analysis of pyroptosis regulators and tumor immune microenvironment in clear cell renal cell carcinoma |
title_full | Comprehensive analysis of pyroptosis regulators and tumor immune microenvironment in clear cell renal cell carcinoma |
title_fullStr | Comprehensive analysis of pyroptosis regulators and tumor immune microenvironment in clear cell renal cell carcinoma |
title_full_unstemmed | Comprehensive analysis of pyroptosis regulators and tumor immune microenvironment in clear cell renal cell carcinoma |
title_short | Comprehensive analysis of pyroptosis regulators and tumor immune microenvironment in clear cell renal cell carcinoma |
title_sort | comprehensive analysis of pyroptosis regulators and tumor immune microenvironment in clear cell renal cell carcinoma |
topic | Primary Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8670029/ https://www.ncbi.nlm.nih.gov/pubmed/34906145 http://dx.doi.org/10.1186/s12935-021-02384-y |
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