ArticleCancers2022
A Comprehensive Analysis of the Effects of Key Mitophagy Genes on the Progression and Prognosis of Lung Adenocarcinoma.
Article in Cancers, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed, 15 citations in OpenAlex.
- Ylang Ylang Essential Oil in Malignant and Non-Malignant Cells: Comparative Mitophagy-Related Transcriptional Responses.Pharmaceuticals (Basel, Switzerland) · 2026Article
- Macrophage mitophagy-related genes predict prognosis and therapeutic response in lung adenocarcinoma.Scientific reports · 2025Article
- PFN1 Knockdown Aggravates Mitophagy to Retard Lung Adenocarcinoma Initiation and M2 Macrophage Polarization.Molecular biotechnology · 2025Article
- BPQDs@Lipo-YSA Nanoplatform Triggers Mitophagy via PRKN/AKT1 to Drive Immunogenic Cell Death in Lung Adenocarcinoma.Journal of nanobiotechnology · 2025Article
- Discovery of a new mitophagy-related gene signature for predicting the outlook and immunotherapy in triple-negative breast cancer.Scientific reports · 2025Article
- A Multi-Omics Analysis of a Mitophagy-Related Signature in Pan-Cancer.International journal of molecular sciences · 2025Article
- Exploring the Potential Regulatory Mechanisms of Mitophagy in Ischemic Cardiomyopathy.International journal of general medicine · 2025Article
- Investigating the role of prognostic mitophagy-related genes in non-small cell cancer pathogenesis via multiomics and network-based approach.3 Biotech · 2024Article
- Prognostic and immune correlation analysis of mitochondrial autophagy and aging-related genes in lung adenocarcinoma.Journal of cancer research and clinical oncology · 2023Article
- Identification of New Prognostic Genes and Construction of a Prognostic Model for Lung Adenocarcinoma.Diagnostics (Basel, Switzerland) · 2023Article
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
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.
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