ArticleMolecular carcinogenesis2022
Transcriptional and metabolic remodeling in clear cell renal cell carcinoma caused by ATF4 activation and the integrated stress response (ISR).
Article in Molecular carcinogenesis, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed, 24 citations in OpenAlex.
- Unfolded Protein Response Pathways in Cancer: Mechanisms, Tumor Biology and Therapeutic Opportunities.Molecular diagnosis & therapy · 2026Review
- Transcription Factor ATF4 Deletion Reprograms Glucose Metabolism in Clear Cell Renal Cell Carcinoma.Cancers · 2026Article
- Metabolic reprogramming in cancer: dysregulation of glucose, lipid, and amino acid pathways and therapeutic opportunities.Molecular biomedicine · 2026Review
- The ATF4-glutamine axis: a central node in cancer metabolism, stress adaptation, and therapeutic targeting.Cell death discovery · 2025Review
- ATF4 in proximal tubules modulates kidney function and modifies the metabolome.Journal of molecular medicine (Berlin, Germany) · 2025Article
- Deletion of the transcription factor ATF4 in a model of clear cell renal cell carcinoma.Neoplasia (New York, N.Y.) · 2025Article
- The Hypoxia-Retinoid Axis in Idiopathic Pulmonary Fibrosis: Multifaceted Etiology and Therapeutic Potential.International journal of molecular sciences · 2025Review
- Targeting novel regulated cell death: disulfidptosis in cancer immunotherapy with immune checkpoint inhibitors.Biomarker research · 2025Review
- Oncogenic and tumor-suppressive roles of Lipocalin 2 (LCN2) in tumor progression.Oncology research · 2025Review
- Thonningianin A ameliorates acetaminophen-induced liver injury by activating GPX4 and modulating endoplasmic reticulum stress.Frontiers in pharmacology · 2025Article
- ATF4/NUPR1 axis promotes cancer cell survival and mediates immunosuppression in clear cell renal cell carcinoma.Discover oncology · 2024Article
- Characterization of cuproptosis signature in clear cell renal cell carcinoma by single cell and spatial transcriptome analysis.Discover oncology · 2024Article
- Further delineation of the phenotypic and metabolomic profile of ALDH1L2-related neurodevelopmental disorder.Clinical genetics · 2024Article
- Serine metabolism is crucial for cGAS-STING signaling and viral defense control in the gut.iScience · 2024Article
- Interaction Between the PERK/ATF4 Branch of the Endoplasmic Reticulum Stress and Mitochondrial One-Carbon Metabolism Regulates Neuronal Survival After Intracerebral Hemorrhage.International journal of biological sciences · 2024Article
- Targeting TLK2 inhibits the progression of gastric cancer by reprogramming amino acid metabolism through the mTOR/ASNS axis.Cancer gene therapy · 2023Article
- Identification of microRNA editing sites in clear cell renal cell carcinoma.Scientific reports · 2023Article
- The transcription regulator ATF4 is a mediator of skeletal muscle aging.GeroScience · 2023Article
- Retinoic Acid Receptor β Loss in Hepatocytes Increases Steatosis and Elevates the Integrated Stress Response in Alcohol-Associated Liver Disease.International journal of molecular sciences · 2023Article
- Retinoid metabolism: new insights.Journal of molecular endocrinology · 2022Review
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Authors and funding
10 authors at 2 institutions in 1 country.
Funding
Abstract
Research has shown extensive metabolic remodeling in clear cell renal cell carcinoma (ccRCC), with increased glutathione (GSH) levels. We hypothesized that activating transcription factor-4 (ATF4) and the integrated stress response (ISR) induce a metabolic shift, including increased GSH accumulation, and that Vitamin A deficiency (VAD), found in ccRCCs, can also activate ATF4 signaling in the kidney. To determine the role of ATF4, we used publicly available RNA sequencing (RNA-seq) data sets from The Cancer Genomics Atlas. Subsequently, we performed RNA-seq and liquid chromatography-mass spectrometry-based metabolomics analysis of the murine TRAnsgenic Cancer of the Kidney (TRACK) model for early-stage ccRCC. To validate our findings, we generated RCC4 cell lines with ATF4 gene edits (ATF4-knockout [KO]) and subjected these cells to metabolic isotope tracing. Analysis of variance, the two-sided Student's t test, and gene set enrichment analysis were used (p < 0.05) to determine statistical significance. Here we show that most human ccRCC tumors exhibit activation of the transcription factor ATF4. Activation of ATF4 is concomitant with enrichment of the ATF4 gene set and elevated expression of ATF4 target genes ASNS, ALDH1L2, MTHFD2, DDIT3 (CHOP), DDIT4, TRIB3, EIF4EBP1, SLC7A11, and PPP1R15A (GADD34). Transcript profiling and metabolomics analyses show that activated hypoxia-inducible factor-1α (HIF1α) signaling in our TRACK ccRCC murine model also induces an ATF4-mediated ISR. Notably, both normoxic HIF1α signaling in TRACK kidneys and VAD in wild-type kidneys diminish amino acid levels, increase ASNS, TRIB3, and MTHFD2 messenger RNA levels, and increase levels of lipids and GSH. By metabolic isotope tracing in human RCC4 kidney cancer parental and ATF4 gene-edited (ATF4-KO) cell lines, we show that ATF4 increases GSH accumulation in part via activation of the mitochondrial one-carbon metabolism pathway. Our results demonstrate for the first time that activation of ATF4 enhances GSH accumulation, increases purine and pyrimidine biosynthesis, and contributes to transcriptional and metabolic remodeling in ccRCC. Moreover, constitutive HIF1α expressed only in murine kidney proximal tubules activates ATF4, leading to the metabolic changes associated with the ISR. Our data indicate that HIF1α can promote ccRCC via ATF4 activation. Moreover, lack of Vitamin A in the kidney recapitulates aspects of the ISR.
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