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Genomic and Immunological Characterization of Pyroptosis in Lung Adenocarcinoma
Pyroptosis is a programmed cell death that may either promote or hinder cancer growth under different circumstances. Pyroptosis-related genes (PRGs) could be a useful target for cancer therapy, and are uncommon in lung adenocarcinoma (LUAD). The expression profiles, mutation data and clinical inform...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9348947/ https://www.ncbi.nlm.nih.gov/pubmed/35938142 http://dx.doi.org/10.1155/2022/6905588 |
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author | Song, Yaobo Qu, Zhen Feng, Hu Xu, Long Xiao, Yajie Zhao, Zhikun Wu, Dongfang Sun, Chao Fan, Xinglong Zhou, Dongmei |
author_facet | Song, Yaobo Qu, Zhen Feng, Hu Xu, Long Xiao, Yajie Zhao, Zhikun Wu, Dongfang Sun, Chao Fan, Xinglong Zhou, Dongmei |
author_sort | Song, Yaobo |
collection | PubMed |
description | Pyroptosis is a programmed cell death that may either promote or hinder cancer growth under different circumstances. Pyroptosis-related genes (PRGs) could be a useful target for cancer therapy, and are uncommon in lung adenocarcinoma (LUAD). The expression profiles, mutation data and clinical information of LUAD patients were included in this study. A pyroptosis-related prognostic risk score (PPRS) model was constructed by performing Cox regression, weighted gene co-expression network analysis (WGCNA), and least absolute shrinkage and selection operator (LASSO) analysis to score LUAD patients. Somatic mutation and copy number variation (CNV), tumor immunity, and sensitivity to immunotherapy/chemotherapy were compared between different PPRS groups. Clinical parameters of LUAD were combined with PPRS to construct a decision tree and nomogram. Red module was highly positively correlated with pyroptosis. Seven genes (FCRLB, COTL1, GNG10, CASP4, DOK1, CCR2, and AQP8) were screened from the red module to construct a PPRS model. Significantly lower overall survival (OS), higher incidence of somatic mutation and CNV, elevated infiltration level of the immune cell together with increased probability of immune escape were observed in LUAD patients with higher PPRS, and were more sensitive to Cisplatin, Docetaxel, and Vinorelbine. We constructed a new PPRS model for patients with LUAD. The model might have clinical significance in the prediction of the prognosis of patients with LUAD and in the efficacy of chemotherapy and immunotherapy. |
format | Online Article Text |
id | pubmed-9348947 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-93489472022-08-04 Genomic and Immunological Characterization of Pyroptosis in Lung Adenocarcinoma Song, Yaobo Qu, Zhen Feng, Hu Xu, Long Xiao, Yajie Zhao, Zhikun Wu, Dongfang Sun, Chao Fan, Xinglong Zhou, Dongmei J Oncol Research Article Pyroptosis is a programmed cell death that may either promote or hinder cancer growth under different circumstances. Pyroptosis-related genes (PRGs) could be a useful target for cancer therapy, and are uncommon in lung adenocarcinoma (LUAD). The expression profiles, mutation data and clinical information of LUAD patients were included in this study. A pyroptosis-related prognostic risk score (PPRS) model was constructed by performing Cox regression, weighted gene co-expression network analysis (WGCNA), and least absolute shrinkage and selection operator (LASSO) analysis to score LUAD patients. Somatic mutation and copy number variation (CNV), tumor immunity, and sensitivity to immunotherapy/chemotherapy were compared between different PPRS groups. Clinical parameters of LUAD were combined with PPRS to construct a decision tree and nomogram. Red module was highly positively correlated with pyroptosis. Seven genes (FCRLB, COTL1, GNG10, CASP4, DOK1, CCR2, and AQP8) were screened from the red module to construct a PPRS model. Significantly lower overall survival (OS), higher incidence of somatic mutation and CNV, elevated infiltration level of the immune cell together with increased probability of immune escape were observed in LUAD patients with higher PPRS, and were more sensitive to Cisplatin, Docetaxel, and Vinorelbine. We constructed a new PPRS model for patients with LUAD. The model might have clinical significance in the prediction of the prognosis of patients with LUAD and in the efficacy of chemotherapy and immunotherapy. Hindawi 2022-07-27 /pmc/articles/PMC9348947/ /pubmed/35938142 http://dx.doi.org/10.1155/2022/6905588 Text en Copyright © 2022 Yaobo Song et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Song, Yaobo Qu, Zhen Feng, Hu Xu, Long Xiao, Yajie Zhao, Zhikun Wu, Dongfang Sun, Chao Fan, Xinglong Zhou, Dongmei Genomic and Immunological Characterization of Pyroptosis in Lung Adenocarcinoma |
title | Genomic and Immunological Characterization of Pyroptosis in Lung Adenocarcinoma |
title_full | Genomic and Immunological Characterization of Pyroptosis in Lung Adenocarcinoma |
title_fullStr | Genomic and Immunological Characterization of Pyroptosis in Lung Adenocarcinoma |
title_full_unstemmed | Genomic and Immunological Characterization of Pyroptosis in Lung Adenocarcinoma |
title_short | Genomic and Immunological Characterization of Pyroptosis in Lung Adenocarcinoma |
title_sort | genomic and immunological characterization of pyroptosis in lung adenocarcinoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9348947/ https://www.ncbi.nlm.nih.gov/pubmed/35938142 http://dx.doi.org/10.1155/2022/6905588 |
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