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1.
Nat Struct Mol Biol ; 31(3): 436-446, 2024 Mar.
Article En | MEDLINE | ID: mdl-38182928

Palmitoylation of cysteine residues at the C-terminal hypervariable regions in human HRAS and NRAS, which is necessary for RAS signaling, is catalyzed by the acyltransferase DHHC9 in complex with its accessory protein GCP16. The molecular basis for the acyltransferase activity and the regulation of DHHC9 by GCP16 is not clear. Here we report the cryo-electron microscopy structures of the human DHHC9-GCP16 complex and its yeast counterpart-the Erf2-Erf4 complex, demonstrating that GCP16 and Erf4 are not directly involved in the catalytic process but stabilize the architecture of DHHC9 and Erf2, respectively. We found that a phospholipid binding to an arginine-rich region of DHHC9 and palmitoylation on three residues (C24, C25 and C288) were essential for the catalytic activity of the DHHC9-GCP16 complex. Moreover, we showed that GCP16 also formed complexes with DHHC14 and DHHC18 to catalyze RAS palmitoylation. These findings provide insights into the regulatory mechanism of RAS palmitoyltransferases.


Lipoylation , Saccharomyces cerevisiae , Humans , Lipoylation/physiology , Cryoelectron Microscopy , Saccharomyces cerevisiae/metabolism , Acyltransferases/metabolism , Membrane Proteins/metabolism
2.
Methods Mol Biol ; 2712: 9-17, 2023.
Article En | MEDLINE | ID: mdl-37578692

Ferroptosis is emerging as a promising strategy for suppressing multiple types of human cancers. Rapid and accurate assessment of the relative sensitivity to ferroptosis in biological samples will accelerate the development of ferroptosis-targeted therapies. We previously demonstrated that photochemical activation of membrane lipid peroxidation (PALP) that uses high-power lasers to induce localized polyunsaturated fatty acyl (PUFA)-lipid peroxidation can efficiently report ferroptosis sensitivity in live cells and tissues in situ. Here, we describe the experimental details for PALP analysis, including preparation of tissue sections, preparation of fluorescent lipid peroxidation reporter, sample staining, lipid peroxidation induced by laser source, and data processing. We envision predicting the relative sensitivity to ferroptosis of cellular and tissue samples is potentially useful for basic research and clinical investigations.


Ferroptosis , Neoplasms , Humans , Lipid Peroxidation/physiology
3.
Biomedicines ; 11(6)2023 Jun 01.
Article En | MEDLINE | ID: mdl-37371704

Cerebrospinal fluid (CSF) is an important sample source for diagnosing diseases in the central nervous system (CNS), but collecting and injecting CSF in small animals is technically challenging and often results in high mortality rates. Here, we present a cost-effective and efficient method for accessing the CSF in live rodents for fluid collection and infusion purposes. The key element of this protocol is a metal needle tool bent at a unique angle and length, allowing the successful access of the CSF through the foramen magnum. With this method, we can collect 5-10 µL of the CSF from mice and 70-100 µL from rats for downstream analyses, including mass spectrometry. Moreover, our minimally-invasive procedure enables iterative CSF collection from the same animal every few days, representing a significant improvement over prior protocols. Additionally, our method can be used to inject solutions into mice cisterna magna with high success rates and high postoperative recovery rates. In summary, we provide an efficient and minimally-invasive protocol for collecting and infusing reagents into the CSF in live rodents. We envision this protocol will facilitate biomarker discovery and drug development for diseases in the central nervous system.

4.
Antioxid Redox Signal ; 39(1-3): 59-78, 2023 07.
Article En | MEDLINE | ID: mdl-36974367

Significance: Ferroptosis is featured by the accumulation of polyunsaturated-lipid peroxidation on cellular membranes in an iron-dependent manner. Ferroptosis has been implicated in various pathophysiological processes, including cancer, neurodegeneration, and ischemia-reperfusion tissue injury. However, our understanding about the dynamic and context-specific regulation of ferroptosis remains incomplete. Recent Advances: As the major substrate for peroxidation, the cellular lipidome regulates ferroptosis sensitivity and execution by controlling the abundance and availability of polyunsaturated-lipids for peroxidative modifications. In turn, the cellular lipidome is regulated by a complex network of enzymes and transporters, as well as upstream layers of receptors, kinases, and transcription factors. A number of research has shed light on the link between lipid metabolism and ferroptosis. Here, we summarize our current knowledge on the role of the lipidome and associated protein regulators in various stages of ferroptosis, ranging from initiation, execution to cell death evasion by cells experiencing ferroptotic stress. Critical Issues: This review provides an overview of the mechanisms underlying lipid peroxidation and ferroptosis by discussing the lipid species that directly contribute to lipid peroxidation and ferroptosis, how cells regulate the abundances of these pro-ferroptosis lipids, how lipid peroxidation causes cell death, and how cells prevent and repair membrane lipid damage under ferroptotic conditions. Future Directions: Cell fate regulation in vivo could be different from in vitro culture settings. We envision that a comprehensive and detailed understanding about these important questions in the dynamic regulation of ferroptosis in vivo will accelerate our development of ferroptosis-targeted therapies to improve human health.


Ferroptosis , Reperfusion Injury , Humans , Lipid Metabolism , Lipid Peroxidation , Cell Death , Lipids
6.
STAR Protoc ; 3(2): 101189, 2022 06 17.
Article En | MEDLINE | ID: mdl-35345595

Ferroptosis is a non-apoptotic iron-dependent cell death. Here we present a protocol for stratifying ferroptosis sensitivity in cells and mouse tissues. This protocol uses photochemical activation of lipid peroxidation (PALP) coupled with fluorescent imaging to assess the relative sensitivity to ferroptosis. Using commercial reagents and common equipment, PALP is readily accessible to most laboratories. One remaining challenge is the inability to multiplex this technique in analyzing multiple tissues or regions simultaneously. This protocol may have applications in developing ferroptosis-targeted therapies. For complete details on the use and execution of this protocol, please refer to Wang et al. (2021).


Ferroptosis , Animals , Iron/metabolism , Lipid Peroxidation , Mice
8.
Cell Chem Biol ; 29(1): 157-170.e6, 2022 01 20.
Article En | MEDLINE | ID: mdl-34813762

Ferroptosis is an emerging cancer suppression strategy. However, how to select cancer patients for treating with ferroptosis inducers remains challenging. Here, we develop photochemical activation of membrane lipid peroxidation (PALP), which uses targeted lasers to induce localized polyunsaturated fatty acyl (PUFA)-lipid peroxidation for reporting ferroptosis sensitivity in cells and tissues. PALP captured by BODIPY-C11 can be suppressed by lipophilic antioxidants and iron chelation, and is dependent on PUFA-lipid levels. Moreover, we develop PALPv2, for studying lipid peroxidation on selected membranes along the z axis in live cells using two-photon microscopes. Using PALPv1, we detect PUFA-lipids in multiple tissues, and validate a PUFA-phospholipid reduction during muscle aging as previously reported. Patterns of PALPv1 signals across multiple cancer cell types in vitro and in vivo are concordant with their ferroptosis susceptibility and PUFA-phospholipid levels. We envision that PALP will enable rapid stratification of ferroptosis sensitivity in cancer patients and facilitate PUFA-lipid research.


Ferroptosis , Animals , Cells, Cultured , Fatty Acids, Unsaturated/analysis , Fluorescence , Lipid Peroxidation , Lipids/chemistry , Male , Mice , Mice, Inbred C57BL , Microscopy, Fluorescence, Multiphoton , Neoplasms, Experimental/diagnostic imaging
11.
Chemosphere ; 265: 129116, 2021 Feb.
Article En | MEDLINE | ID: mdl-33279233

Sodium p-perfluorous nonenoxybenzene sulfonate (OBS), a novel alternative to perfluorooctanesulfonate (PFOS), is widely used in industry as a surfactant, firefighting foam and photographic material. The occurrence of OBS in the aquatic environment has been recently reported, but little information is available on its accumulation and toxic effects in aquatic organisms. In this study, zebrafish larvae (3 d post-fertilization) were subjected to OBS (10, 100 µg/L) and PFOS (10 µg/L) for a period of 48 h, followed by a 24 h of depuration period. The bioconcentration and depuration kinetics, oxidative stress and possible molecular mechanisms of OBS and PFOS were investigated in zebrafish larvae. Our results showed that the uptake and depuration of both OBS and PFOS fitted well with a first-order kinetic model. The uptake rate constant of OBS was similar to that of PFOS, but the depuration rate constant was much higher than PFOS with a half-life of 69.7-85 h for OBS and 222.2 h for PFOS. The calculated BCFs of OBS and PFOS were 238.0-242.5 and 644.2, respectively. In our acute toxicity assay, the enhanced expression of Nrf2 protein accompanied by the upregulation of CAT and SOD protein expressions indicated OBS and PFOS induced oxidative stress in zebrafish larvae, and the Nrf2-ARE signaling pathway was involved in this process. Collectively, OBS has a lower bioconcentration potential than PFOS, but its toxic effect on oxidative stress was comparable to PFOS in zebrafish larvae.


Alkanesulfonic Acids , Fluorocarbons , Water Pollutants, Chemical , Alkanesulfonic Acids/toxicity , Animals , Fluorocarbons/toxicity , Larva , Toxicokinetics , Water Pollutants, Chemical/analysis , Water Pollutants, Chemical/toxicity , Zebrafish
12.
Nature ; 585(7826): 603-608, 2020 09.
Article En | MEDLINE | ID: mdl-32939090

Ferroptosis-an iron-dependent, non-apoptotic cell death process-is involved in various degenerative diseases and represents a targetable susceptibility in certain cancers1. The ferroptosis-susceptible cell state can either pre-exist in cells that arise from certain lineages or be acquired during cell-state transitions2-5. However, precisely how susceptibility to ferroptosis is dynamically regulated remains poorly understood. Here we use genome-wide CRISPR-Cas9 suppressor screens to identify the oxidative organelles peroxisomes as critical contributors to ferroptosis sensitivity in human renal and ovarian carcinoma cells. Using lipidomic profiling we show that peroxisomes contribute to ferroptosis by synthesizing polyunsaturated ether phospholipids (PUFA-ePLs), which act as substrates for lipid peroxidation that, in turn, results in the induction of ferroptosis. Carcinoma cells that are initially sensitive to ferroptosis can switch to a ferroptosis-resistant state in vivo in mice, which is associated with extensive downregulation of PUFA-ePLs. We further find that the pro-ferroptotic role of PUFA-ePLs can be extended beyond neoplastic cells to other cell types, including neurons and cardiomyocytes. Together, our work reveals roles for the peroxisome-ether-phospholipid axis in driving susceptibility to and evasion from ferroptosis, highlights PUFA-ePL as a distinct functional lipid class that is dynamically regulated during cell-state transitions, and suggests multiple regulatory nodes for therapeutic interventions in diseases that involve ferroptosis.


Ethers/metabolism , Ferroptosis , Peroxisomes/metabolism , Phospholipids/chemistry , Phospholipids/metabolism , Animals , CRISPR-Cas Systems/genetics , Cell Differentiation , Cell Line , Ethers/chemistry , Female , Gene Editing , Humans , Kidney Neoplasms/metabolism , Kidney Neoplasms/pathology , Lipid Peroxidation , Male , Mice , Myocytes, Cardiac/cytology , Myocytes, Cardiac/metabolism , Neurons/cytology , Neurons/metabolism , Ovarian Neoplasms/metabolism , Ovarian Neoplasms/pathology , Peroxisomes/genetics
13.
J Infect ; 81(1): e51-e60, 2020 07.
Article En | MEDLINE | ID: mdl-32315725

IMPORTANCE: An ongoing outbreak of COVID-19 has exhibited significant threats around the world. We found a significant decrease of T lymphocyte subsets and an increase of inflammatory cytokines of hospitalized patients with COVID-19 in clinical practice. METHODS: We conducted a retrospective, single-center observational study of in-hospital adult patients with confirmed COVID-19 in Hubei Provincial Hospital of traditional Chinese and Western medicine (Wuhan, China) by Mar 1, 2020. Demographic, clinical, laboratory information, especially T lymphocyte subsets and inflammatory cytokines were reported. For patients who died or discharge from hospital, the associations of T lymphocyte subsets on admission were evaluated by univariate logistic regression with odds ratios (ORs) and 95% confidence intervals (CIs), warning values to predict in-hospital death were assessed by Receiver Operator Characteristic (ROC) curves. RESULTS: A total of 187 patients were enrolled in our study from Dec 26, 2019 to Mar 1, 2020, of whom 145 were survivors (discharge = 117) or non-survivors (in-hospital death ==28). All patients exhibited a significant drop of T lymphocyte subsets counts with remarkably increasing concentrations of SAA, CRP, IL-6, and IL-10 compared to normal values. The median concentrations of SAA and CRP in critically-ill patients were nearly 4- and 10-fold than those of mild-ill patients, respectively. As the severity of COVID-19 getting worse, the counts of T lymphocyte drop lower.28 patients died in hospital, the median lymphocyte, CD3+ T-cell, CD4+ T-cell, CD8+ T-cell and B-cell were significantly lower than other patients. Lower counts (/uL) of T lymphocyte subsets lymphocyte (<500), CD3+T-cell (<200), CD4+ T-cell (<100), CD8+ T-cell (<100) and B-cell (<50) were associated with higher risks of in-hospital death of CIVID-19. The warning values to predict in-hospital death of lymphocyte, CD3+ T-cell, CD4+ T-cell, CD8+ T-cell, and B-cell were 559, 235, 104, 85 and 82, respectively. CONCLUSION: We find a significant decrease of T lymphocyte subset is positively correlated with in-hospital death and severity of illness. The decreased levels of T lymphocyte subsets reported in our study were similar with SARS but not common among other virus infection, which may be possible biomarkers for early diagnosis of COVID-19. Our findings may shed light on early warning of high risks of mortality and help early intervention and treatment of COVID-19.


Betacoronavirus , Coronavirus Infections/epidemiology , Coronavirus Infections/immunology , Immunity, Cellular , Pneumonia, Viral/epidemiology , Pneumonia, Viral/immunology , Adult , Aged , COVID-19 , China/epidemiology , Female , Humans , Lymphocyte Count , Male , Middle Aged , Pandemics , Retrospective Studies , SARS-CoV-2 , T-Lymphocyte Subsets
14.
Cell Chem Biol ; 27(4): 463-471, 2020 04 16.
Article En | MEDLINE | ID: mdl-32302583

Ferroptosis is an iron-dependent cell-death modality driven by oxidative phospholipid damage. In contrast to apoptosis, which enables organisms to eliminate targeted cells purposefully at specific times, ferroptosis appears to be a vulnerability of cells that otherwise use high levels of polyunsaturated lipids to their advantage. Cells in this high polyunsaturated lipid state generally have safeguards that mitigate ferroptotic risk. Since its recognition, ferroptosis has been implicated in degenerative diseases in tissues including kidney and brain, and is a targetable vulnerability in multiple cancers-each likely characterized by the high polyunsaturated lipid state with insufficient or overwhelmed ferroptotic safeguards. In this Perspective, we present progress toward defining the essential roles and key mediators of lipid peroxidation and ferroptosis in disease contexts. Moreover, we discuss gaps in our understanding of ferroptosis and list key challenges that have thus far limited the full potential of targeting ferroptosis for improving human health.


Ferroptosis , Animals , Fatty Acids, Unsaturated/metabolism , Ferroptosis/drug effects , Humans , Lipid Peroxidation/drug effects , Molecular Probes/chemistry , Molecular Probes/metabolism , Molecular Probes/pharmacology , Molecular Probes/therapeutic use , Neoplasms/metabolism , Neoplasms/pathology , Neoplasms/therapy , Phospholipid Hydroperoxide Glutathione Peroxidase/antagonists & inhibitors , Phospholipid Hydroperoxide Glutathione Peroxidase/metabolism , Reactive Oxygen Species/metabolism , Reperfusion Injury/metabolism , Reperfusion Injury/pathology , Reperfusion Injury/therapy
15.
Nat Chem Biol ; 16(3): 302-309, 2020 03.
Article En | MEDLINE | ID: mdl-32080622

Ferroptosis is widely involved in degenerative diseases in various tissues including kidney, liver and brain, and is a targetable vulnerability in multiple primary and therapy-resistant cancers. Accumulation of phospholipid hydroperoxides in cellular membranes is the hallmark and rate-limiting step of ferroptosis; however, the enzymes contributing to lipid peroxidation remain poorly characterized. Using genome-wide, CRISPR-Cas9-mediated suppressor screens, we identify cytochrome P450 oxidoreductase (POR) as necessary for ferroptotic cell death in cancer cells exhibiting inherent and induced susceptibility to ferroptosis. By genetic depletion of POR in cancer cells, we reveal that POR contributes to ferroptosis across a wide range of lineages and cell states, and in response to distinct mechanisms of ferroptosis induction. Using systematic lipidomic profiling, we further map POR's activity to the lipid peroxidation step in ferroptosis. Hence, our work suggests that POR is a key mediator of ferroptosis and potential druggable target for developing antiferroptosis therapeutics.


Cytochrome P-450 Enzyme System/genetics , Cytochrome P-450 Enzyme System/metabolism , Ferroptosis/physiology , Cell Death , Cell Line, Tumor , Clustered Regularly Interspaced Short Palindromic Repeats , Glutathione Peroxidase/metabolism , Humans , Iron/metabolism , Lipid Peroxidation/genetics , Lipid Peroxidation/physiology , Phospholipids , Reactive Oxygen Species/metabolism , Signal Transduction
17.
Nature ; 577(7791): 566-571, 2020 01.
Article En | MEDLINE | ID: mdl-31915377

Epithelial-to-mesenchymal transitions (EMTs) are phenotypic plasticity processes that confer migratory and invasive properties to epithelial cells during development, wound-healing, fibrosis and cancer1-4. EMTs are driven by SNAIL, ZEB and TWIST transcription factors5,6 together with microRNAs that balance this regulatory network7,8. Transforming growth factor ß (TGF-ß) is a potent inducer of developmental and fibrogenic EMTs4,9,10. Aberrant TGF-ß signalling and EMT are implicated in the pathogenesis of renal fibrosis, alcoholic liver disease, non-alcoholic steatohepatitis, pulmonary fibrosis and cancer4,11. TGF-ß depends on RAS and mitogen-activated protein kinase (MAPK) pathway inputs for the induction of EMTs12-19. Here we show how these signals coordinately trigger EMTs and integrate them with broader pathophysiological processes. We identify RAS-responsive element binding protein 1 (RREB1), a RAS transcriptional effector20,21, as a key partner of TGF-ß-activated SMAD transcription factors in EMT. MAPK-activated RREB1 recruits TGF-ß-activated SMAD factors to SNAIL. Context-dependent chromatin accessibility dictates the ability of RREB1 and SMAD to activate additional genes that determine the nature of the resulting EMT. In carcinoma cells, TGF-ß-SMAD and RREB1 directly drive expression of SNAIL and fibrogenic factors stimulating myofibroblasts, promoting intratumoral fibrosis and supporting tumour growth. In mouse epiblast progenitors, Nodal-SMAD and RREB1 combine to induce expression of SNAIL and mesendoderm-differentiation genes that drive gastrulation. Thus, RREB1 provides a molecular link between RAS and TGF-ß pathways for coordinated induction of developmental and fibrogenic EMTs. These insights increase our understanding of the regulation of epithelial plasticity and its pathophysiological consequences in development, fibrosis and cancer.


DNA-Binding Proteins/metabolism , Epithelial-Mesenchymal Transition , Fibrosis/metabolism , Neoplasms/metabolism , Neoplasms/pathology , Transcription Factors/metabolism , Transforming Growth Factor beta/metabolism , ras Proteins/metabolism , Animals , Cell Line, Tumor , DNA-Binding Proteins/deficiency , DNA-Binding Proteins/genetics , Epithelial Cells/metabolism , Epithelial Cells/pathology , Epithelial-Mesenchymal Transition/drug effects , Female , Fibrosis/pathology , Gastrulation , Humans , Mice , Mitogen-Activated Protein Kinases/metabolism , Neoplasms/enzymology , Organoids/metabolism , Organoids/pathology , Smad Proteins/metabolism , Snail Family Transcription Factors/metabolism , Transcription Factors/deficiency , Transcription Factors/genetics , Transforming Growth Factor beta/pharmacology
18.
Genes Dev ; 33(21-22): 1506-1524, 2019 11 01.
Article En | MEDLINE | ID: mdl-31582430

TGF-ß receptors phosphorylate SMAD2 and SMAD3 transcription factors, which then form heterotrimeric complexes with SMAD4 and cooperate with context-specific transcription factors to activate target genes. Here we provide biochemical and structural evidence showing that binding of SMAD2 to DNA depends on the conformation of the E3 insert, a structural element unique to SMAD2 and previously thought to render SMAD2 unable to bind DNA. Based on this finding, we further delineate TGF-ß signal transduction by defining distinct roles for SMAD2 and SMAD3 with the forkhead pioneer factor FOXH1 as a partner in the regulation of differentiation genes in mouse mesendoderm precursors. FOXH1 is prebound to target sites in these loci and recruits SMAD3 independently of TGF-ß signals, whereas SMAD2 remains predominantly cytoplasmic in the basal state and set to bind SMAD4 and join SMAD3:FOXH1 at target promoters in response to Nodal TGF-ß signals. The results support a model in which signal-independent binding of SMAD3 and FOXH1 prime mesendoderm differentiation gene promoters for activation, and signal-driven SMAD2:SMAD4 binds to promoters that are preloaded with SMAD3:FOXH1 to activate transcription.


Forkhead Transcription Factors/metabolism , Gene Expression Regulation , Models, Molecular , Signal Transduction , Smad2 Protein , Smad3 Protein , Transforming Growth Factor beta/metabolism , Animals , Embryo, Mammalian , Mice , Mice, Inbred C57BL , Protein Binding , Protein Structure, Tertiary , Smad2 Protein/chemistry , Smad2 Protein/metabolism , Smad3 Protein/chemistry , Smad3 Protein/metabolism
19.
Nat Med ; 25(5): 850-860, 2019 05.
Article En | MEDLINE | ID: mdl-31068703

Despite considerable efforts to identify cancer metabolic alterations that might unveil druggable vulnerabilities, systematic characterizations of metabolism as it relates to functional genomic features and associated dependencies remain uncommon. To further understand the metabolic diversity of cancer, we profiled 225 metabolites in 928 cell lines from more than 20 cancer types in the Cancer Cell Line Encyclopedia (CCLE) using liquid chromatography-mass spectrometry (LC-MS). This resource enables unbiased association analysis linking the cancer metabolome to genetic alterations, epigenetic features and gene dependencies. Additionally, by screening barcoded cell lines, we demonstrated that aberrant ASNS hypermethylation sensitizes subsets of gastric and hepatic cancers to asparaginase therapy. Finally, our analysis revealed distinct synthesis and secretion patterns of kynurenine, an immune-suppressive metabolite, in model cancer cell lines. Together, these findings and related methodology provide comprehensive resources that will help clarify the landscape of cancer metabolism.


Neoplasms/metabolism , Animals , Asparaginase/therapeutic use , Asparagine/metabolism , Carbon-Nitrogen Ligases with Glutamine as Amide-N-Donor/antagonists & inhibitors , Carbon-Nitrogen Ligases with Glutamine as Amide-N-Donor/genetics , Carbon-Nitrogen Ligases with Glutamine as Amide-N-Donor/metabolism , Cell Line, Tumor , DNA Methylation , Female , Gene Knockdown Techniques , Humans , Kynurenine/metabolism , Liver Neoplasms/genetics , Liver Neoplasms/metabolism , Liver Neoplasms/therapy , Metabolome , Mice , Mice, Nude , Neoplasms/genetics , Neoplasms/therapy , Stomach Neoplasms/genetics , Stomach Neoplasms/metabolism , Stomach Neoplasms/therapy
20.
Nat Commun ; 10(1): 1617, 2019 04 08.
Article En | MEDLINE | ID: mdl-30962421

Clear-cell carcinomas (CCCs) are a histological group of highly aggressive malignancies commonly originating in the kidney and ovary. CCCs are distinguished by aberrant lipid and glycogen accumulation and are refractory to a broad range of anti-cancer therapies. Here we identify an intrinsic vulnerability to ferroptosis associated with the unique metabolic state in CCCs. This vulnerability transcends lineage and genetic landscape, and can be exploited by inhibiting glutathione peroxidase 4 (GPX4) with small-molecules. Using CRISPR screening and lipidomic profiling, we identify the hypoxia-inducible factor (HIF) pathway as a driver of this vulnerability. In renal CCCs, HIF-2α selectively enriches polyunsaturated lipids, the rate-limiting substrates for lipid peroxidation, by activating the expression of hypoxia-inducible, lipid droplet-associated protein (HILPDA). Our study suggests targeting GPX4 as a therapeutic opportunity in CCCs, and highlights that therapeutic approaches can be identified on the basis of cell states manifested by morphological and metabolic features in hard-to-treat cancers.


Basic Helix-Loop-Helix Transcription Factors/metabolism , Carcinoma, Renal Cell/pathology , Glutathione Peroxidase/metabolism , Kidney Neoplasms/pathology , Neoplasm Proteins/metabolism , Aged , Animals , Apoptosis/genetics , Basic Helix-Loop-Helix Transcription Factors/genetics , CRISPR-Cas Systems/genetics , Carcinoma, Renal Cell/genetics , Cell Line, Tumor , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Gene Knockout Techniques , Glutathione Peroxidase/genetics , HEK293 Cells , Humans , Iron/metabolism , Kidney Neoplasms/genetics , Lipid Peroxidation/genetics , Male , Mice, Nude , Middle Aged , Neoplasm Proteins/genetics , Phospholipid Hydroperoxide Glutathione Peroxidase , RNA Interference , Xenograft Model Antitumor Assays
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