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Autophagy-related tumor subtypes associated with significant gene expression profiles and immune cell infiltration signatures to reveal the prognosis of non-small cell lung cancer

Autophagy plays an important role in non-small cell lung cancer (NSCLC). We aimed to establish novel autophagy-related tumor subtypes to distinguish the prognosis of NSCLC. In this study, gene expression profiles, mutation data and clinical information obtained from the Cancer Genome Atlas. Kaplan M...

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Autores principales: Wang, Rong-Ai, Zhang, Meng-Yu, Jiang, Ying-Xiao, Wang, Xiao-Dong, Qu, Jia-Jia, Yue, Yue-Liang, Qu, Yi-Qing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10240669/
https://www.ncbi.nlm.nih.gov/pubmed/37283800
http://dx.doi.org/10.7150/jca.83097
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author Wang, Rong-Ai
Zhang, Meng-Yu
Jiang, Ying-Xiao
Wang, Xiao-Dong
Qu, Jia-Jia
Yue, Yue-Liang
Qu, Yi-Qing
author_facet Wang, Rong-Ai
Zhang, Meng-Yu
Jiang, Ying-Xiao
Wang, Xiao-Dong
Qu, Jia-Jia
Yue, Yue-Liang
Qu, Yi-Qing
author_sort Wang, Rong-Ai
collection PubMed
description Autophagy plays an important role in non-small cell lung cancer (NSCLC). We aimed to establish novel autophagy-related tumor subtypes to distinguish the prognosis of NSCLC. In this study, gene expression profiles, mutation data and clinical information obtained from the Cancer Genome Atlas. Kaplan Meier-plotter could evaluate prognostic value of autophagy-related genes. Consensus clustering revealed autophagy-related tumor subtypes. Gene expression profiles, mutation data and immune infiltration signatures were identified, oncogenic pathways and gene-drug interactions were performed according to the clusters. Finally, a total of 23 prognostic genes were screened and consensus clustering analysis divided the NSCLC into 2 clusters. The mutation signature showed that 6 genes are special. Immune infiltration signatures showed that higher fraction of immune cells was associated with cluster 1. The oncogenic pathways and gene-drug interactions also showed different patterns. In conclusion, autophagy-related tumor subtypes have different prognosis. Understanding the subtypes of NSCLC are helpful to accurately identify the NSCLC and personalized treatment.
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spelling pubmed-102406692023-06-06 Autophagy-related tumor subtypes associated with significant gene expression profiles and immune cell infiltration signatures to reveal the prognosis of non-small cell lung cancer Wang, Rong-Ai Zhang, Meng-Yu Jiang, Ying-Xiao Wang, Xiao-Dong Qu, Jia-Jia Yue, Yue-Liang Qu, Yi-Qing J Cancer Research Paper Autophagy plays an important role in non-small cell lung cancer (NSCLC). We aimed to establish novel autophagy-related tumor subtypes to distinguish the prognosis of NSCLC. In this study, gene expression profiles, mutation data and clinical information obtained from the Cancer Genome Atlas. Kaplan Meier-plotter could evaluate prognostic value of autophagy-related genes. Consensus clustering revealed autophagy-related tumor subtypes. Gene expression profiles, mutation data and immune infiltration signatures were identified, oncogenic pathways and gene-drug interactions were performed according to the clusters. Finally, a total of 23 prognostic genes were screened and consensus clustering analysis divided the NSCLC into 2 clusters. The mutation signature showed that 6 genes are special. Immune infiltration signatures showed that higher fraction of immune cells was associated with cluster 1. The oncogenic pathways and gene-drug interactions also showed different patterns. In conclusion, autophagy-related tumor subtypes have different prognosis. Understanding the subtypes of NSCLC are helpful to accurately identify the NSCLC and personalized treatment. Ivyspring International Publisher 2023-05-15 /pmc/articles/PMC10240669/ /pubmed/37283800 http://dx.doi.org/10.7150/jca.83097 Text en © The author(s) https://creativecommons.org/licenses/by/4.0/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
Wang, Rong-Ai
Zhang, Meng-Yu
Jiang, Ying-Xiao
Wang, Xiao-Dong
Qu, Jia-Jia
Yue, Yue-Liang
Qu, Yi-Qing
Autophagy-related tumor subtypes associated with significant gene expression profiles and immune cell infiltration signatures to reveal the prognosis of non-small cell lung cancer
title Autophagy-related tumor subtypes associated with significant gene expression profiles and immune cell infiltration signatures to reveal the prognosis of non-small cell lung cancer
title_full Autophagy-related tumor subtypes associated with significant gene expression profiles and immune cell infiltration signatures to reveal the prognosis of non-small cell lung cancer
title_fullStr Autophagy-related tumor subtypes associated with significant gene expression profiles and immune cell infiltration signatures to reveal the prognosis of non-small cell lung cancer
title_full_unstemmed Autophagy-related tumor subtypes associated with significant gene expression profiles and immune cell infiltration signatures to reveal the prognosis of non-small cell lung cancer
title_short Autophagy-related tumor subtypes associated with significant gene expression profiles and immune cell infiltration signatures to reveal the prognosis of non-small cell lung cancer
title_sort autophagy-related tumor subtypes associated with significant gene expression profiles and immune cell infiltration signatures to reveal the prognosis of non-small cell lung cancer
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10240669/
https://www.ncbi.nlm.nih.gov/pubmed/37283800
http://dx.doi.org/10.7150/jca.83097
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