Cargando…

A Comprehensive Analysis of the Effects of Key Mitophagy Genes on the Progression and Prognosis of Lung Adenocarcinoma

SIMPLE SUMMARY: Dysfunction and dysregulation of mitochondrial dynamics are implicated in tumorigenesis. To avoid mitochondrial dysfunction, a quality control mechanism called mitophagy is developed in cells. A series of mitophagy-related genes were identified to be associated with lung cancer. Howe...

Descripción completa

Detalles Bibliográficos
Autores principales: Dai, Dongjun, Liu, Lihong, Guo, Yinglu, Shui, Yongjie, Wei, Qichun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9817891/
https://www.ncbi.nlm.nih.gov/pubmed/36612054
http://dx.doi.org/10.3390/cancers15010057
_version_ 1784864853588967424
author Dai, Dongjun
Liu, Lihong
Guo, Yinglu
Shui, Yongjie
Wei, Qichun
author_facet Dai, Dongjun
Liu, Lihong
Guo, Yinglu
Shui, Yongjie
Wei, Qichun
author_sort Dai, Dongjun
collection PubMed
description SIMPLE SUMMARY: Dysfunction and dysregulation of mitochondrial dynamics are implicated in tumorigenesis. To avoid mitochondrial dysfunction, a quality control mechanism called mitophagy is developed in cells. A series of mitophagy-related genes were identified to be associated with lung cancer. However, there was no comprehensive genetic and transcriptional analysis of all key mitophagy genes in lung adenocarcinoma (LUAD) progression, prognosis and therapeutics. Here, we performed a comprehensive analysis of the gene expression, copy number variation and mutation of key mitophagy genes in the tumor progression of LUAD. The clustering analysis identified two groups of LUAD with a significantly different prognosis. Further analyses of gene mutation, genome profile, immune cell infiltration and drug sensitivity were performed between these two groups. We also constructed a mitophagy related signature that could predict the prognosis of LUAD, which was validated in external database. This study was valuable for LUAD prognostic prediction and treatment decision. ABSTRACT: The aim of our study was to perform a comprehensive analysis of the gene expression, copy number variation (CNV) and mutation of key mitophagy genes in the progression and prognosis of lung adenocarcinoma (LUAD). We obtained the data from The Cancer Genome Atlas (TCGA). Clustering analysis was performed to stratify the mitophagy related groups. The least absolute shrinkage and selection operator (LASSO) based cox model was used to select hub survival genes. An independent validation cohort was retrieved from Gene Expression Omnibus database. We found 24 out of 27 mitophagy genes were aberrantly expressed between tumor and normal samples. CNV gains were associated with higher expression of mitophagy genes in 23 of 27 mitophagy genes. The clustering analysis identified high and low risk mitophagy groups with distinct survival differences. The high risk mitophagy groups had higher tumor mutation burden, stemness phenotype, total CNVs and lower CD4+ T cells infiltration. Drugs targeted to high risk mitophagy groups were identified including the PI3K/AKT/mTOR inhibitor, HDAC inhibitor and chemotherapy agents such as cisplatin and gemcitabine. In addition, the differentially expressed genes (DEGs) were identified between mitophagy groups. Further univariate Cox analysis of each DEG and subsequent LASSO-based Cox model revealed a mitophagy-related prognostic signature. The risk score model of this signature showed a strong ability to predict the overall survival of LUAD patients in training and validation datasets. In conclusion, the mitophagy genes played an important role in the progression and prognosis of LUAD, which might provide useful information for the treatment of LUAD.
format Online
Article
Text
id pubmed-9817891
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-98178912023-01-07 A Comprehensive Analysis of the Effects of Key Mitophagy Genes on the Progression and Prognosis of Lung Adenocarcinoma Dai, Dongjun Liu, Lihong Guo, Yinglu Shui, Yongjie Wei, Qichun Cancers (Basel) Article SIMPLE SUMMARY: Dysfunction and dysregulation of mitochondrial dynamics are implicated in tumorigenesis. To avoid mitochondrial dysfunction, a quality control mechanism called mitophagy is developed in cells. A series of mitophagy-related genes were identified to be associated with lung cancer. However, there was no comprehensive genetic and transcriptional analysis of all key mitophagy genes in lung adenocarcinoma (LUAD) progression, prognosis and therapeutics. Here, we performed a comprehensive analysis of the gene expression, copy number variation and mutation of key mitophagy genes in the tumor progression of LUAD. The clustering analysis identified two groups of LUAD with a significantly different prognosis. Further analyses of gene mutation, genome profile, immune cell infiltration and drug sensitivity were performed between these two groups. We also constructed a mitophagy related signature that could predict the prognosis of LUAD, which was validated in external database. This study was valuable for LUAD prognostic prediction and treatment decision. ABSTRACT: The aim of our study was to perform a comprehensive analysis of the gene expression, copy number variation (CNV) and mutation of key mitophagy genes in the progression and prognosis of lung adenocarcinoma (LUAD). We obtained the data from The Cancer Genome Atlas (TCGA). Clustering analysis was performed to stratify the mitophagy related groups. The least absolute shrinkage and selection operator (LASSO) based cox model was used to select hub survival genes. An independent validation cohort was retrieved from Gene Expression Omnibus database. We found 24 out of 27 mitophagy genes were aberrantly expressed between tumor and normal samples. CNV gains were associated with higher expression of mitophagy genes in 23 of 27 mitophagy genes. The clustering analysis identified high and low risk mitophagy groups with distinct survival differences. The high risk mitophagy groups had higher tumor mutation burden, stemness phenotype, total CNVs and lower CD4+ T cells infiltration. Drugs targeted to high risk mitophagy groups were identified including the PI3K/AKT/mTOR inhibitor, HDAC inhibitor and chemotherapy agents such as cisplatin and gemcitabine. In addition, the differentially expressed genes (DEGs) were identified between mitophagy groups. Further univariate Cox analysis of each DEG and subsequent LASSO-based Cox model revealed a mitophagy-related prognostic signature. The risk score model of this signature showed a strong ability to predict the overall survival of LUAD patients in training and validation datasets. In conclusion, the mitophagy genes played an important role in the progression and prognosis of LUAD, which might provide useful information for the treatment of LUAD. MDPI 2022-12-22 /pmc/articles/PMC9817891/ /pubmed/36612054 http://dx.doi.org/10.3390/cancers15010057 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Dai, Dongjun
Liu, Lihong
Guo, Yinglu
Shui, Yongjie
Wei, Qichun
A Comprehensive Analysis of the Effects of Key Mitophagy Genes on the Progression and Prognosis of Lung Adenocarcinoma
title A Comprehensive Analysis of the Effects of Key Mitophagy Genes on the Progression and Prognosis of Lung Adenocarcinoma
title_full A Comprehensive Analysis of the Effects of Key Mitophagy Genes on the Progression and Prognosis of Lung Adenocarcinoma
title_fullStr A Comprehensive Analysis of the Effects of Key Mitophagy Genes on the Progression and Prognosis of Lung Adenocarcinoma
title_full_unstemmed A Comprehensive Analysis of the Effects of Key Mitophagy Genes on the Progression and Prognosis of Lung Adenocarcinoma
title_short A Comprehensive Analysis of the Effects of Key Mitophagy Genes on the Progression and Prognosis of Lung Adenocarcinoma
title_sort comprehensive analysis of the effects of key mitophagy genes on the progression and prognosis of lung adenocarcinoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9817891/
https://www.ncbi.nlm.nih.gov/pubmed/36612054
http://dx.doi.org/10.3390/cancers15010057
work_keys_str_mv AT daidongjun acomprehensiveanalysisoftheeffectsofkeymitophagygenesontheprogressionandprognosisoflungadenocarcinoma
AT liulihong acomprehensiveanalysisoftheeffectsofkeymitophagygenesontheprogressionandprognosisoflungadenocarcinoma
AT guoyinglu acomprehensiveanalysisoftheeffectsofkeymitophagygenesontheprogressionandprognosisoflungadenocarcinoma
AT shuiyongjie acomprehensiveanalysisoftheeffectsofkeymitophagygenesontheprogressionandprognosisoflungadenocarcinoma
AT weiqichun acomprehensiveanalysisoftheeffectsofkeymitophagygenesontheprogressionandprognosisoflungadenocarcinoma
AT daidongjun comprehensiveanalysisoftheeffectsofkeymitophagygenesontheprogressionandprognosisoflungadenocarcinoma
AT liulihong comprehensiveanalysisoftheeffectsofkeymitophagygenesontheprogressionandprognosisoflungadenocarcinoma
AT guoyinglu comprehensiveanalysisoftheeffectsofkeymitophagygenesontheprogressionandprognosisoflungadenocarcinoma
AT shuiyongjie comprehensiveanalysisoftheeffectsofkeymitophagygenesontheprogressionandprognosisoflungadenocarcinoma
AT weiqichun comprehensiveanalysisoftheeffectsofkeymitophagygenesontheprogressionandprognosisoflungadenocarcinoma