ArticleFrontiers in immunology2024
Mitophagy and clear cell renal cell carcinoma: insights from single-cell and spatial transcriptomics analysis.
Article in Frontiers in immunology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
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Who cites it
30 citing papers in PubMed.
- Integrated single cell and spatial transcriptomics reveals the cellular and molecular mechanisms underlying UCMSCs treatment of ovarian aging in tree shrews.Stem cell research & therapy · 2026Article
- Network toxicology and single-cell transcriptomics nominate candidate pyrethroid-associated targets and pathways in clear cell renal cell carcinoma.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- HiST: Histological Images Reconstruct Tumor Spatial Transcriptomics via MultiScale Fusion Deep Learning.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Deciphering the molecular networks of 3-methylcholanthrene-induced clear cell renal cell carcinoma through multi-omics integration.Scientific reports · 2026Article
- Mutation-Immune Crosstalk Contextualizes CAF-Associated ARPC1A Programs and Cisplatin Response in Gastric Cancer.Human mutation · 2026Article
- Integrative Transcriptomic and Single-Cell Analyses Identify ATP1A1 as a Prognostic and Immune-Associated Factor in Esophageal Cancer.International journal of genomics · 2026Article
- SLPI is associated with AR-regulated epithelial adaptation and enzalutamide sensitivity in castration-resistant prostate cancer.Frontiers in pharmacology · 2026Article
- UBC/UBA52 silencing restores PINK1-Parkin-mediated mitochondrial autophagy in allergic rhinitis.PloS one · 2026Article
- Evaluation of ARHGAP26 expression, prognostic significance, and immune infiltration in clear cell renal cell carcinoma.Journal, genetic engineering & biotechnology · 2025Article
- Identification of the disulfidptosis-related key gene CD2AP as a potential biomarker and new therapeutic target for LUAD patients by comprehensive multi-omics analysis.Discover oncology · 2025Article
- Novel insights into kidney disease: the scRNA-seq and spatial transcriptomics approaches: a literature review.BMC nephrology · 2025Review
- Exploring novel biomarkers and immunotherapeutic targets for biofeedback therapies to reveal the tumor-associated immune microenvironment through a multimetric analysis of kidney renal clear cell carcinoma.Discover oncology · 2025Article
- Elucidating stearoyl metabolism and NCOA4-mediated ferroptosis in gastric cancer liver metastasis through multi-omics single-cell integrative mendelian analysis: advancing personalized immunotherapy strategies.Discover oncology · 2025Article
- Mitophagy-related gene TRIP13 predicts prognosis and immune response and promotes proliferation and migrationFrontiers in pharmacology · 2025Article
- Integrative multi-omics and experimental analyses implicate PTK2 as a lorazepam-associated biomarker and potential therapeutic target in ovarian cancer.Frontiers in pharmacology · 2025Article
- Pro-inflammatory dietary patterns and their association with cardiovascular disease and pancreatic cancer in a hospital population: a cross-sectional study.Frontiers in nutrition · 2025Article
- Single-cell and spatial transcriptomics integration: new frontiers in tumor microenvironment and cellular communication.Frontiers in immunology · 2025Review
- Neurotrophic factors as double-edged swords in osteosarcoma: drivers of tumour growth and immune remodelling.Frontiers in immunology · 2025Review
- The role of KRT18 in lung adenocarcinoma development: integrative bioinformatics and experimental validation.Discover oncology · 2024Article
- Exploring the role of Disulfidptosis in glioma progression: insights into tumor heterogeneity and therapeutic potential through single-cell RNA sequencing.Discover oncology · 2024Article
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Authors and funding
13 authors.
Funding
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Abstract
Background: Clear Cell Renal Cell Carcinoma (ccRCC) is the most common type of kidney cancer, characterized by high heterogeneity and complexity. Recent studies have identified mitochondrial defects and autophagy as key players in the development of ccRCC. This study aims to delve into the changes in mitophagic activity within ccRCC and its impact on the tumor microenvironment, revealing its role in tumor cell metabolism, development, and survival strategies. Methods: Comprehensive analysis of ccRCC tumor tissues using single cell sequencing and spatial transcriptomics to reveal the role of mitophagy in ccRCC. Mitophagy was determined to be altered among renal clear cells by gene set scoring. Key mitophagy cell populations and key prognostic genes were identified using NMF analysis and survival analysis approaches. The role of UBB in ccRCC was also demonstrated by Results: Compared to normal kidney tissue, various cell types within ccRCC tumor tissues exhibited significantly increased levels of mitophagy, especially renal clear cells. Key genes associated with increased mitophagy levels, such as UBC, UBA52, TOMM7, UBB, MAP1LC3B, and CSNK2B, were identified, with their high expression closely linked to poor patient prognosis. Particularly, the ubiquitination process involving the UBB gene was found to be crucial for mitophagy and its quality control. Conclusion: This study highlights the central role of mitophagy and its regulatory factors in the development of ccRCC, revealing the significance of the UBB gene and its associated ubiquitination process in disease progression.
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