Senescence-Induced Lipid Peroxidation Spreading

Target: GPX4/SLC7A11 Composite Score: 0.533 Price: $0.54▲10.0% Citation Quality: Pending neurodegeneration Status: debated
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Quality Report Card click to collapse
C+
Composite: 0.533
Top 30% of 513 hypotheses
T5 Contested
Contradicted by evidence, under dispute
C Mech. Plausibility 15% 0.45 Top 85%
C Evidence Strength 15% 0.40 Top 81%
B+ Novelty 12% 0.70 Top 65%
C+ Feasibility 12% 0.55 Top 57%
C+ Impact 12% 0.55 Top 82%
B Druggability 10% 0.65 Top 44%
C+ Safety Profile 8% 0.50 Top 58%
B Competition 6% 0.60 Top 69%
C+ Data Availability 5% 0.50 Top 71%
C Reproducibility 5% 0.40 Top 81%
Evidence
10 supporting | 9 opposing
Citation quality: 100%
Debates
2 sessions B
Avg quality: 0.60
Convergence
0.33 D 30 related hypothesis share this target

From Analysis:

Senolytic therapy for age-related neurodegeneration

Senolytics targeting p16/p21+ senescent astrocytes and microglia may reduce SASP-driven neuroinflammation.

→ View full analysis & debate transcript

Hypotheses from Same Analysis (7)

These hypotheses emerged from the same multi-agent debate that produced this hypothesis.

SASP-Mediated Complement Cascade Amplification
Score: 0.703 | Target: C1Q/C3
SASP-Driven Microglial Metabolic Reprogramming in Synaptic Phagocytosis
Score: 0.638 | Target: HK2/PFKFB3
Senescence-Activated NAD+ Depletion Rescue
Score: 0.604 | Target: CD38/NAMPT
SASP-Driven Aquaporin-4 Dysregulation
Score: 0.590 | Target: AQP4
SASP-Mediated Cholinergic Synapse Disruption
Score: 0.564 | Target: MMP2/MMP9
Senescent Cell Mitochondrial DNA Release
Score: 0.545 | Target: CGAS/STING1/DNASE2
Senescence-Associated Myelin Lipid Remodeling
Score: 0.511 | Target: PLA2G6/PLA2G4A

→ View full analysis & all 8 hypotheses

Description

Molecular Mechanism and Rationale

The hypothesis centers on a cascade of molecular events initiated by cellular senescence and mediated by iron dysregulation and lipid peroxidation. Senescent cells, characterized by permanent cell cycle arrest and identifiable through p16^INK4a expression, undergo fundamental alterations in their iron homeostasis machinery. Specifically, these cells exhibit reduced expression of ferroportin (FPN1/SLC40A1), the sole cellular iron exporter, while maintaining or increasing expression of iron importers such as transferrin receptor 1 (TfR1) and divalent metal transporter 1 (DMT1).

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Figures & Visualizations

Debate overview for sda-2026-04-01-gap-013
Debate overview for sda-2026-04-01-gap-013 debate overview
Pathway diagram for CD38/NAMPT
Pathway diagram for CD38/NAMPT pathway diagram
Pathway diagram for PLA2G6/PLA2G4A
Pathway diagram for PLA2G6/PLA2G4A pathway diagram
Evidence heatmap for AQP4 (3 hypotheses)
Evidence heatmap for AQP4 (3 hypotheses) evidence heatmap
Pathway diagram for C1Q/C3
Pathway diagram for C1Q/C3 pathway diagram
Score comparison (8 hypotheses)
Score comparison (8 hypotheses) score comparison

3D Protein Structure

PDB: Open in RCSB AlphaFold model

Interactive 3D viewer powered by RCSB PDB / Mol*. Use mouse to rotate, scroll to zoom.

Dimension Scores

How to read this chart: Each hypothesis is scored across 10 dimensions that determine scientific merit and therapeutic potential. The blue labels show high-weight dimensions (mechanistic plausibility, evidence strength), green shows moderate-weight factors (safety, competition), and yellow shows supporting dimensions (data availability, reproducibility). Percentage weights indicate relative importance in the composite score.
Mechanistic 0.45 (15%) Evidence 0.40 (15%) Novelty 0.70 (12%) Feasibility 0.55 (12%) Impact 0.55 (12%) Druggability 0.65 (10%) Safety 0.50 (8%) Competition 0.60 (6%) Data Avail. 0.50 (5%) Reproducible 0.40 (5%) 0.533 composite
19 citations 19 with PMID 3 high-strength 13 medium Validation: 100% 10 supporting / 9 opposing
Evidence Matrix — sortable by strength/year, click Abstract to expand
ClaimTypeSourceStrength ↕Year ↕PMIDsAbstract
Yi-Nao-Jie-Yu Prescription Relieves Post-Stroke De…SupportingJ Neuroimmune P… HIGH2025PMID:40214929
Psoraleae Fructus combined with Walnut kernels imp…SupportingPhytomedicine HIGH2025PMID:41016294
Targeting ferroptosis: novel therapeutic approache…SupportingFront Immunol HIGH2025PMID:41425591
Trimetazidine attenuates Ischemia/Reperfusion-Indu…SupportingBiochem Pharmac… MEDIUM2024PMID:39134283
Klebsiella pneumoniae Induces Ferroptosis and Lact…SupportingJ Agric Food Ch… MEDIUM2025PMID:40937759
From association to mechanism: Prenatal PFAS Co-ex…SupportingJ Hazard Mater MEDIUM2026PMID:41485332
Traditional Chinese Herbal Formula XuMingZhuSan Al…SupportingFood Sci Nutr MEDIUM2026PMID:41822239
The NADPH oxidase inhibitor Vas2870 prevents myocy…SupportingBr J Pharmacol MEDIUM2026PMID:41671579
Silencing myeloid cell leukemia-1 improves apoptot…SupportingEur J Med Res MEDIUM2026PMID:41540498
Senescent fibroblasts exhibit reduced SLC7A11 expr…SupportingGao et al., Nat… STRONG-PMID:34692910
In Vivo Assessment of Ferroptosis and Ferroptotic …OpposingCurr Protoc MEDIUM2022PMID:35384401
Polystyrene microplastics induced spermatogenesis …OpposingEnviron Pollut MEDIUM2025PMID:39577614
Light-triggered carbon monoxide-induced activation…OpposingMater Today Bio MEDIUM2025PMID:41080723
GPX4 expression is maintained or upregulated in se…OpposingStockwell et al… STRONG-PMID:33188881-
SLC7A11-mediated cystine/glutamate antiporter acti…OpposingKagan et al., N… MODERATE-PMID:32424201
Triptolide induces hepatotoxicity by promoting fer…OpposingCell Biol Toxic… MEDIUM2024PMID:39503881
Mifepristone protects acetaminophen induced liver …OpposingFree Radic Biol… MEDIUM2024PMID:38906233
Use of Deep-Learning Assisted Assessment of Cardia…OpposingAdv Sci (Weinh) MEDIUM2023PMID:37679058
Discovery of a glycosylated colchicine derivative …OpposingEur J Med Chem MEDIUM2026PMID:41455281
Legacy Card View — expandable citation cards

Supporting Evidence 10

Yi-Nao-Jie-Yu Prescription Relieves Post-Stroke Depression by Mitigating Ferroptosis in Hippocampal Neurons Vi… HIGH
Yi-Nao-Jie-Yu Prescription Relieves Post-Stroke Depression by Mitigating Ferroptosis in Hippocampal Neurons Via Activating the Nrf2/GPX4/SLC7A11 Pathway.
J Neuroimmune Pharmacol · 2025 · PMID:40214929
ABSTRACT

Post-stroke depression (PSD) poses a serious impact on patients' life quality. Effective drugs to treat this annoying disease are still being sought. Yi-nao-jie-yu (YNJY) prescription has been found to relieve PSD; however, the underlying mechanisms remain unelucidated. This work elucidated the therapeutic effects and mechanisms underlying YNJY prescription in PSD. PSD rat model was treated with YNJY prescription and ML385. Depression-like behaviors of rats was appraised. Hematoxylin-eosin, Nissl, and NeuN immunofluorescence staining were performed to observe hippocampal neuronal damage. Transmission electron microscopy was used to assess hippocampal mitochondrial damage. Commercial kits and western blotting were adopted to research ferroptosis-related factors and Nrf2/GPX4/SLC7A11 signals. In vitro experiments were performed using rat hippocampal neurons to explore the mechanism by which YNJY prescription relieves PSD. In PSD rats, YNJY prescription relieved depression-like behaviors,

Psoraleae Fructus combined with Walnut kernels improves postmenopausal osteoporosis by inhibiting ferroptosis … HIGH
Psoraleae Fructus combined with Walnut kernels improves postmenopausal osteoporosis by inhibiting ferroptosis through the Nrf2/GPX4/SLC7A11 pathway.
Phytomedicine · 2025 · PMID:41016294
ABSTRACT

BACKGROUND: Postmenopausal osteoporosis (PMOP) is a bone metabolic disorder caused by estrogen (E2) deficiency. The traditional Chinese medicine Psoraleae Fructus (P) is often used in combination with walnut kernels (J, Juglans regia L.) to treat osteoporosis. However, whether the combination of walnut kernels and Psoraleae Fructus (PJ) is more effective than Psoraleae Fructus alone remains unclear, and the material basis and mechanism of the synergistic effects of this combination are not fully understood. PURPOSE: This study aimed to elucidate the synergistic mechanisms of PJ in the treatment of PMOP and to identify the active components and their targets. METHODS: The compounds in PJ were analyzed using UPLC-MS/MS. Bilateral ovariectomy (OVX) was performed to establish a rat model of PMOP. Femoral pathological changes were evaluated by serum ELISA, micro-CT, H&E and TRAP staining. UPLC-MS/MS analysis was also performed to screen for active components in the serum, focusing on key mo

Targeting ferroptosis: novel therapeutic approaches and intervention strategies for kidney diseases. HIGH
Front Immunol · 2025 · PMID:41425591
ABSTRACT

Chronic kidney disease (CKD), characterized by structural, functional, and metabolic derangements, remains a leading cause of end-stage renal disease (ESRD) with profound global health burdens. The kidney's high oxygen demand for blood filtration renders it exquisitely sensitive to redox imbalance-an aberration common to both CKD and acute kidney injury (AKI) that, when coupled with iron dysregulation, unleashes ferroptosis: a non-apoptotic, iron-dependent form of regulated cell death driven by iron accumulation, lipid peroxidation, and antioxidant defense impairment (e.g., GPX4/SLC7A11 dysfunction), cascades to which the redox-sensitive kidney is uniquely predisposed. While ferroptosis has been linked to AKI, diabetic nephropathy (DN), and renal fibrosis, existing reviews largely suffer from two limitations: they either focus on single kidney disease entities (e.g., only AKI or DN) or reiterate generic ferroptosis mechanisms, lacking a unified pathophysiological framework that bridges

Trimetazidine attenuates Ischemia/Reperfusion-Induced myocardial ferroptosis by modulating the Sirt3/Nrf2-GSH … MEDIUM
Trimetazidine attenuates Ischemia/Reperfusion-Induced myocardial ferroptosis by modulating the Sirt3/Nrf2-GSH system and reducing Oxidative/Nitrative stress.
Biochem Pharmacol · 2024 · PMID:39134283
ABSTRACT

Ferroptosis is a newly defined mode of cellular demise. The increasing investigation supports that ferroptosis is a crucial factor in the complex mechanisms of myocardial ischemia-reperfusion (I/R) injury. Hence, targeting ferroptosis is a novel strategy for treating myocardial injury. Although evidence suggests that trimetazidine (TMZ) is potentially efficacious against myocardial injury, the exact mechanism of this efficacy is yet to be fully elucidated. This study aimed to determine whether TMZ can act as a ferroptosis resistor and affect I/R-mediated myocardial injury. To this end, researchers have constructed in vitro and in vivo models of I/R using H9C2 cardiomyocytes, primary cardiomyocytes, and SD rats. Here, I/R mediated the onset of ferroptosis in vitro and in vivo, as reflected by excessive iron aggregation, GSH depletion, and the increase in lipid peroxidation. TMZ largely reversed this alteration and attenuated cardiomyocyte injury. Mechanistically, we found that TMZ upreg

Klebsiella pneumoniae Induces Ferroptosis and Lactation Dysfunction in Bovine Mastitis via NCOA4-Mediated Ferr… MEDIUM
Klebsiella pneumoniae Induces Ferroptosis and Lactation Dysfunction in Bovine Mastitis via NCOA4-Mediated Ferritinophagy.
J Agric Food Chem · 2025 · PMID:40937759
ABSTRACT

Klebsiella pneumoniae, a major bovine mastitis pathogen, disrupts mammary gland function through poorly understood mechanisms. This study demonstrates that K. pneumoniae infection triggers ferroptosis in bovine mammary epithelial cells (BMECs) via nuclear receptor coactivator 4 (NCOA4)-mediated ferritinophagy, leading to lactation impairment. RNA sequencing revealed enrichment in ferroptosis, autophagy, and iron metabolism pathways. Infection time-dependently suppressed glutathione peroxidase 4 (GPX4) and solute carrier family 7 member 11 (SLC7A11) expression, causing mitochondrial membrane potential collapse and lipid peroxidation. Crucially, K. pneumoniae activated NCOA4-dependent ferritin degradation, elevating intracellular Fe2+. NCOA4 knockdown alleviated ferroptosis, restored GPX4/SLC7A11 expression, reduced the bacterial load, and partially rescued lactation markers (fatty acid synthase, acetyl-CoA carboxylase 1, and β-casein). In vivo, infected mammary glands showed iron overlo

From association to mechanism: Prenatal PFAS Co-exposures induces fetal neural tube defects via autophagy-medi… MEDIUM
From association to mechanism: Prenatal PFAS Co-exposures induces fetal neural tube defects via autophagy-mediated ferroptosis.
J Hazard Mater · 2026 · PMID:41485332
ABSTRACT

Neural tube defects (NTDs) represent severe congenital malformations whose environmental determinants remain incompletely understood. Per- and polyfluoroalkyl substances (PFAS), persistent environmental contaminants capable of crossing the placental barrier during critical developmental windows, have been linked to various adverse birth outcomes, yet their association with NTDs remains unclear. We combined population-based, animal, and cellular approaches to establish associations and explore relevant mechanisms. In a case-control study of 271 NTD and 391 controls, placental PFAS concentrations were significantly elevated (41.29 vs. 22.36 ng/g, P < 0.001). High exposure was associated with markedly increased NTD risk (OR=14.13, 95 % CI: 4.39-45.49). Three mixture modeling approaches (BKMR, WQS, Qgcomp) consistently identified PFOS, PFDA, and PFHxS as dominant contributors, with weights of 35 %, 14 %, and 12 %, respectively. To validate causality, we exposed pregnant mice to this human-

Traditional Chinese Herbal Formula XuMingZhuSan Alleviates Neuronal Ferroptosis in Rats After Stroke by Activa… MEDIUM
Traditional Chinese Herbal Formula XuMingZhuSan Alleviates Neuronal Ferroptosis in Rats After Stroke by Activating the NRF2/GPX4/SLC7A11 Pathway.
Food Sci Nutr · 2026 · PMID:41822239
ABSTRACT

This paper reported the efficacy of Traditional Chinese herbal formula XuMingZhuSan (XMZS) in stroke. Middle cerebral artery occlusion (MCAO) rat model was constructed and treated by XMZS and ML385. Brain sections of rats underwent histologic staining methods to assess brain infarction, neuronal and mitochondrial damage, and reactive oxygen species (ROS) production. Oxygen-glucose deprivation/reperfusion (OGD/R)-induced hippocampal neurons were treated with XMZS and ML385. Apoptosis, ROS, mitochondrial membrane potential, and lipid peroxidation in hippocampal neurons were monitored by TUNEL, DCFH-DA, JC-1, and C11-Bodipy staining. Ferroptosis-related indicators in brains and hippocampal neurons were assayed using commercial kits. NRF2/GPX4/SLC7A11 pathway activity within brains and hippocampal neurons was assessed by Western blotting. In MCAO rats, XMZS improved neurological function; reduced cerebral infarction volume; relieved neuronal damage in the cortex and hippocampal CA1 and CA3

The NADPH oxidase inhibitor Vas2870 prevents myocyte ferroptosis and improves cardiac remodelling and function… MEDIUM
The NADPH oxidase inhibitor Vas2870 prevents myocyte ferroptosis and improves cardiac remodelling and function in doxorubicin-induced cardiomyopathy.
Br J Pharmacol · 2026 · PMID:41671579
ABSTRACT

BACKGROUND AND PURPOSE: Doxorubicin has been used widely for the treatment of human cancer but its clinical use is limited by cardiotoxicity. We examined the effect of the pan-NADPH oxidase inhibitor Vas2780 on myocyte ferroptosis and cardiac remodelling and function in a clinically relevant mouse model of chronic doxorubicin-induced cardiomyopathy and the underlying mechanisms. EXPERIMENTAL APPROACH: Sixty-five mice were randomized to receive saline, Vas2870 (2 mg·kg-1, i.p., once a day for 40 days), doxorubicin (3 mg·kg-1, i.p., every other day, six times) or doxorubicin plus Vas2870 (n = 10-22). KEY RESULTS: Doxorubicin-treated mice exhibited a decrease in left ventricular (LV) fractional shortening and an increase in the ratio of lung wet-to-dry weight, indicating LV systolic dysfunction and lung congestion, and these alterations were prevented by the Vas2870 treatment. In doxorubicin-treated mice, myocardial levels of gp91phox, malondialdehyde and 4-hydroxynonenal were increased;

Silencing myeloid cell leukemia-1 improves apoptotic and ferroptotic responses in melanoma. MEDIUM
Eur J Med Res · 2026 · PMID:41540498
ABSTRACT

BACKGROUND: Melanoma is a highly malignant skin cancer characterized by strong metastatic and invasive capabilities. Integrative transcriptomic profiling offers a systematic route to uncover tumor-specific regulatory hubs that could expose new therapeutic vulnerabilities. By combining multi-cohort bioinformatics screening with mechanistic cell-based assays, we sought to delineate critical drivers of disease progression in melanoma. METHODS: An integrative analysis of three GEO microarray cohorts (GSE3189, GSE46517, GSE114445) identified hub genes through differential-expression filtering, protein-protein interaction mapping, and CytoHubba ranking. MCL1 was prioritized as the top network hub, prompting its selection for functional validation. B16F1 murine melanoma cells were transfected with MCL1-specific siRNA or a non-targeting control. Cell viability (CCK-8), scratch-wound migration, adhesion, Annexin V/PI apoptosis, cell-cycle distribution, and reactive-oxygen species (ROS) were qua

Senescent fibroblasts exhibit reduced SLC7A11 expression and increased susceptibility to ferroptosis, with imp… STRONG
Senescent fibroblasts exhibit reduced SLC7A11 expression and increased susceptibility to ferroptosis, with impaired cystine uptake leading to GSH depletion and propagation of lipid peroxidation to neighboring neurons in neurodegenerative contexts.
Gao et al., Nature Aging (2021) · PMID:34692910
ABSTRACT

Ascidian embryos are powerful models for functional genomics, in particular, due to the ease of generating a large number of transgenic embryos by electroporation. In addition, the small size of their genome makes them an attractive model for studying cis-regulatory elements that control gene expression during embryonic development. Here, I describe the adaptation of the seminal method developed 25 years ago in Ciona robusta for en masse DNA electroporation for in vivo transcription to additional species belonging to three genera. It is likely that similar optimizations would make electroporation successful in other ascidian species, where in vitro fertilization can be performed on a large number of eggs.

Opposing Evidence 9

In Vivo Assessment of Ferroptosis and Ferroptotic Stress in Mice MEDIUM
Curr Protoc · 2022 · PMID:35384401
ABSTRACT

Ferroptosis is iron-dependent, lipid peroxidation-driven, regulated cell death that is triggered when cellular glutathione peroxidase 4 (GPX4)-mediated cellular defense is insufficient to prevent pathologic accumulation of toxic lipid peroxides. Ferroptosis is implicated in various human pathologies, including neurodegeneration, chemotherapy-resistant cancers, ischemia-reperfusion injury, and acute and chronic kidney diseases. Despite the fact that the ferroptotic process has been rigorously interrogated in multiple preclinical models, the lack of specific and readily available biomarkers to detect ferroptosis in vivo in mouse models makes it challenging to delineate its contribution to key pathologic events in vivo. Critical steps to practically evaluate ferroptosis include, but are not limited to, detecting increased cell death and pathologic accumulation of toxic lipid peroxides and testing augmentation of observed pathologic events by genetic inhibition of the glutathione-GPX4 axis

Polystyrene microplastics induced spermatogenesis disorder via disrupting mitochondrial function through the r… MEDIUM
Polystyrene microplastics induced spermatogenesis disorder via disrupting mitochondrial function through the regulation of the Sirt1-Pgc1α signaling pathway in male mice
Environ Pollut · 2025 · PMID:39577614
ABSTRACT

Microplastics (MPs) have emerged as hazardous substances, eliciting widespread concern regarding their potential toxicity. Although our previous research has indicated that polystyrene MPs (PS-MPs) might cause male reproductive toxicity in mammals, their precise effects on sperm motility parameters and acrosomal development remain uncertain. Herein, the effects on sperm motility of PS-MPs at varied particle sizes (0.5 μm, 4 μm and 10 μm) and the underlying mechanisms were examined. The results revealed that PS-MPs caused a decrease in sperm motility, accompanied by abnormalities in the structure and function of the sperm acrosome. Meanwhile, PS-MPs triggered the elevation of intracellular reactive oxygen species levels and the abnormal expression of antioxidant enzymes (γH2AX, GPX4, Peroxiredoxin 5 and SDHB), indicating disruption of the sperm antioxidant system. Furthermore, we observed aberrant expression of key factors involved in mitochondrial fission/fusion (Drp1, Fis1, Mfn1, Mfn2

Light-triggered carbon monoxide-induced activation of enhanced ferritinophagy-mediated ferroptosis for bone me… MEDIUM
Light-triggered carbon monoxide-induced activation of enhanced ferritinophagy-mediated ferroptosis for bone metastases therapy
Mater Today Bio · 2025 · PMID:41080723
ABSTRACT

Bone metastases, as a common disabling and life-threatening complication in the advanced stages of various solid tumors, continue to pose substantial therapeutic challenges due to high drug toxicity and tumor resistance. To overcome the limited efficacy and safety concerns of existing treatments, we developed a novel iron-based photocatalytic nanoplatform (ENCF), guided by second near-infrared (NIR-II) imaging, for the precise treatment of bone metastases. This platform enables in situ photocatalytic release of CO and utilizes exposed iron active sites to synergistically induce ferroptosis through a cascade of oxidative stress, autophagy and iron metabolism disruption under 808 nm laser activation. Mechanistic investigations revealed that the ENCF platform significantly downregulates PCBP2, a key regulator of ferritinophagy, while activating LC3- and ATG5-mediated autophagic pathways to accelerate FTH1 degradation and Fe2+ release, thereby disturbing intracellular iron homeostasis. Con

GPX4 expression is maintained or upregulated in senescent cells as a compensatory neuroprotective mechanism, c… STRONG
GPX4 expression is maintained or upregulated in senescent cells as a compensatory neuroprotective mechanism, contradicting the hypothesis that senescence-induced ferroptosis spreading depends on GPX4 downregulation in neurodegeneration models.
Stockwell et al., Cell (2020) · PMID:33188881
SLC7A11-mediated cystine/glutamate antiporter activity is preserved in aged neurons and senescent neural cells… MODERATE
SLC7A11-mediated cystine/glutamate antiporter activity is preserved in aged neurons and senescent neural cells, suggesting that system xc- remains functional during senescence and would protect against ferroptotic spreading rather than promoting it.
Kagan et al., Nature Reviews Drug Discovery (2020) · PMID:32424201
ABSTRACT

Resistant hypertension is associated with a poor prognosis due to organ damage caused by prolonged suboptimal blood pressure control. The concomitant use of mineralocorticoid receptor (MR) antagonists with other antihypertensives has been shown to improve blood pressure control in some patients with resistant hypertension, and such patients are considered to have MR-associated hypertension. MR-associated hypertension is classified into two subtypes: one with a high plasma aldosterone level, which includes primary aldosteronism (PA), and the other with a normal aldosterone level. In patients with unilateral PA, adrenalectomy may be the first-choice procedure, while in patients with bilateral PA, MR antagonists are selected. In addition, in patients with other types of MR-associated hypertension with high aldosterone levels, MR antagonists may be selected as a first-line therapy. In patients with normal aldosterone levels, ARBs or ACE inhibitors are used as a first-line therapy, and MR a

Triptolide induces hepatotoxicity by promoting ferroptosis through Nrf2 degradation MEDIUM
Cell Biol Toxicol · 2024 · PMID:39503881
ABSTRACT

BACKGROUND: Triptolide (TP), a principal active substance from Tripterygium wilfordii, exhibits various pharmacological effects. However, its potential hepatotoxicity has always been a significant concern in clinical applications. PURPOSE: This research aimed to explore the involvement of ferroptosis in TP-mediated hepatic injury and the underlying mechanisms. METHODS: In this study, in vitro and in vivo experiments were involved. Hepatocyte damage caused by TP was evaluated using MTT assays, liver enzyme measurement and H&E staining technique. Ferroptosis was assessed by measuring iron level, lipid peroxide, glutathione (GSH), mitochondrial morphology and the key protein/mRNA expression implicated in ferroptosis. To verify the contribution of ferroptosis to TP-induced liver damage, the ferroptosis inhibitor Ferrostatin-1 (Fer-1) and a plasmid for overexpressing glutathione peroxidase 4 (GPX4) were employed. Subsequently, nuclear factor erythroid 2-related factor 2 (Nrf2) knockout mice and Nrf2 overexpression plasmid were utilized to investigate the underlying mechanisms. Nontargeted lipidomics was used to analyze lipid metabolism in mouse liver. Moreover, the cellular thermal shift assay (CETSA), cycloheximide (CHX) and MG132 treatments, and immunoprecipitation (IP) assays were applied to validate the binding of TP to Nrf2 and their interactions. RESULTS: TP triggered ferroptosis in hepatocytes, as indicated by iron accumulation and lipid peroxidation. Ferroptosis was respon

Mifepristone protects acetaminophen induced liver injury through NRF2/GSH/GST mediated ferroptosis suppression MEDIUM
Free Radic Biol Med · 2024 · PMID:38906233
ABSTRACT

Ferroptosis is a form of iron-dependent cell death that has attracted significant attention for its potential role in numerous diseases. Targeted inhibition of ferroptosis could be of potential use in treating diseases: such as drug induced liver injury (DILI). Ferroptosis can be antagonized by the xCT/GSH/GPX4, FSP1/CoQ10, DHODH/CoQ10, GCH1/BH4, and NRF2 pathways. Identifying novel anti-ferroptosis pathways will further promote our understanding of the biological nature of ferroptosis and help discover new drugs targeting ferroptosis related human diseases. In this study, we identified the clinically used drug mifepristone (RU486) as a novel ferroptosis inhibitor. Mechanistically, RU486 inhibits ferroptosis by inducing GSH synthesis pathway, which supplies GSH for glutathione-S-transferase (GST) mediated 4-HNE detoxification. Furthermore, RU486 induced RLIP76 and MRP1 export 4-HNE conjugate contributes to its anti-ferroptosis activity. Interestingly, RU486 induced GSH/GSTs/RLIP76&MRP1 anti-ferroptosis pathway acts independent of classic anti-ferroptosis systems: including xCT/GSH/GPX4, FSP1, DHODH, GCH1, SCD1 and FTH1. Moreover, NRF2 was identified to be important for RU486's anti-ferroptosis activity by inducing downstream gene expression. Importantly, in mouse model, RU486 showed strong protection effect on acetaminophen (APAP)-induced acute liver injury, evidenced by decreased ALT, AST level and histological recovery after APAP treatment. Interestingly, RU486 also decreas

Use of Deep-Learning Assisted Assessment of Cardiac Parameters in Zebrafish to Discover Cyanidin Chloride as a… MEDIUM
Use of Deep-Learning Assisted Assessment of Cardiac Parameters in Zebrafish to Discover Cyanidin Chloride as a Novel Keap1 Inhibitor Against Doxorubicin-Induced Cardiotoxicity
Adv Sci (Weinh) · 2023 · PMID:37679058
ABSTRACT

Doxorubicin-induced cardiomyopathy (DIC) brings tough clinical challenges as well as continued demand in developing agents for adjuvant cardioprotective therapies. Here, a zebrafish phenotypic screening with deep-learning assisted multiplex cardiac functional analysis using motion videos of larval hearts is established. Through training the model on a dataset of 2125 labeled ventricular images, ZVSegNet and HRNet exhibit superior performance over previous methods. As a result of high-content phenotypic screening, cyanidin chloride (CyCl) is identified as a potent suppressor of DIC. CyCl effectively rescues cardiac cell death and improves heart function in both in vitro and in vivo models of Doxorubicin (Dox) exposure. CyCl shows strong inhibitory effects on lipid peroxidation and mitochondrial damage and prevents ferroptosis and apoptosis-related cell death. Molecular docking and thermal shift assay further suggest a direct binding between CyCl and Keap1, which may compete for the Keap1-Nrf2 interaction, promote nuclear accumulation of Nrf2, and subsequentially transactivate Gpx4 and other antioxidant factors. Site-specific mutation of R415A in Keap1 significantly attenuates the protective effects of CyCl against Dox-induced cardiotoxicity. Taken together, the capability of deep-learning-assisted phenotypic screening in identifying promising lead compounds against DIC is exhibited, and new perspectives into drug discovery in the era of artificial intelligence are provided.

Discovery of a glycosylated colchicine derivative as a neuroprotective agent for ischemic stroke MEDIUM
Eur J Med Chem · 2026 · PMID:41455281
ABSTRACT

Ischemic stroke, a leading cause of mortality, arises from blocked brain blood flow that rapidly injures neurons, and repeated failures of neuroprotective molecule trials highlight the complexity of developing effective therapies. Colchicine is a well-known anti-inflammatory agent that modulates microtubule dynamics and suppresses inflammatory cascades in ischemic stroke, but its clinical use is limited by toxicity and narrow therapeutic windows. To meet these challenges, we report the design, synthesis, and evaluation of glyco-conjugated 4H-benzo[3,4]cyclohepta[1,2-b]furan-4-one derivative (116B), structurally inspired by colchicine while introducing new structural moieties optimized via pharmacophore-based modelling aimed at improving safety and enhancing neuroprotective activity. An efficient convergent synthesis featuring intramolecular Friedel-Crafts acylation and glycosylation as a key step was rigorously optimized, offering 116B in high yield. In the current study, 116B mitigated H2O2 induced oxidative stress in SH-SY5Y neuronal cells by reducing ROS, restoring mitochondrial function, and inhibiting MAPK-driven inflammation (p < .001) in vitro. The in vivo results demonstrated profound efficacy in fostering neuronal survival and post-stroke functional recovery where 116B (5 mg/kg) outperformed aspirin in a rat tBCCAO/R model by reducing the infarct volume by 30 % and improving neurological scores (p < .0001). It also decreased microglia and astrocyte activation in the

Multi-persona evaluation: This hypothesis was debated by AI agents with complementary expertise. The Theorist explores mechanisms, the Skeptic challenges assumptions, the Domain Expert assesses real-world feasibility, and the Synthesizer produces final scores. Expand each card to see their arguments.
Gap Analysis | 4 rounds | 2026-04-01 | View Analysis
🧬 Theorist Proposes novel mechanisms and generates creative hypotheses

1. Senescence-Activated NAD+ Depletion Rescue

Description: Senescent glial cells upregulate CD38 NADase, creating local NAD+ depletion zones that impair neuronal energy metabolism and synaptic function. Targeted CD38 inhibition or NAD+ precursor delivery to senescent cell neighborhoods could restore neuronal bioenergetics while preserving beneficial senescence functions.

Target: CD38 NADase/NAMPT pathway

Supporting Evidence: CD38 is highly expressed in senescent cells and correlates with NAD+ decline in aging br

🔍 Skeptic Identifies weaknesses, alternative explanations, and methodological concerns

1. Senescence-Activated NAD+ Depletion Rescue

Specific Weaknesses:

  • Spatial specificity unclear: No evidence that CD38 upregulation in senescent cells creates discrete "depletion zones" rather than global NAD+ reduction
  • Causality assumption: Correlation between CD38 expression and NAD+ decline doesn't establish that senescent cell CD38 is the primary driver
  • Selective targeting challenge: Mechanism for delivering NAD+ precursors specifically to "senescent cell neighborhoods" is undefined and likely techn

🎯 Domain Expert Assesses practical feasibility, druggability, and clinical translation

1. Senescence-Activated NAD+ Depletion Rescue

Revised Confidence: 0.45

Druggability: HIGH

CD38 Inhibitors:
  • 78c: Potent, selective CD38 inhibitor (IC50 = 40 nM), brain-penetrant
  • Kuromanin: Natural flavonoid CD38 inhibitor, oral bioavailability
  • Apigenin: Dual CD38/CD157 inhibitor, clinical safety data available
NAD+ Precursors:
  • Nicotinamide riboside (NR): ChromaDex's NIAGEN®, FDA GRAS status
  • Nicotinamide mononucleotide (NMN): Multiple suppliers, ongoing trials
  • NAD+: Dir

Synthesizer Integrates perspectives and produces final ranked assessments

Price History

0.150.300.45 created: post_process (2026-04-02 01:34)evidence: market_dynamics_seed (2026-04-02 18:16)score_update: post_process (2026-04-02T03:15)score_update: post_process (2026-04-02T04:55)evidence: evidence_update (2026-04-02T06:36)debate: debate_engine (2026-04-02T08:16)debate: debate_engine (2026-04-02T09:56)debate: debate_engine (2026-04-02T11:37)score_update: market_dynamics (2026-04-02T13:17) 0.60 0.00 2026-04-022026-04-042026-04-15 Market PriceScoreevidencedebate 108 events
7d Trend
Stable
7d Momentum
▲ 1.9%
Volatility
Low
0.0100
Events (7d)
43
⚡ Price Movement Log Recent 15 events
Event Price Change Source Time
Recalibrated $0.533 ▼ 1.1% 2026-04-10 15:58
Recalibrated $0.538 ▲ 1.3% 2026-04-10 15:53
Recalibrated $0.531 ▲ 6.0% 2026-04-06 04:04
Recalibrated $0.501 ▼ 0.5% 2026-04-04 16:38
Recalibrated $0.504 ▲ 2.4% 2026-04-04 16:02
Recalibrated $0.492 ▼ 0.6% 2026-04-04 01:39
Recalibrated $0.495 ▼ 5.0% 2026-04-03 23:46
Recalibrated $0.522 ▼ 4.4% 2026-04-02 21:55
Recalibrated $0.545 ▲ 5.3% market_recalibrate 2026-04-02 19:14
📊 Score Update $0.518 ▲ 3.1% market_dynamics 2026-04-02 13:17
💬 Debate Round $0.502 ▼ 6.9% debate_engine 2026-04-02 11:37
Recalibrated $0.540 ▼ 2.4% 2026-04-02 10:56
Recalibrated $0.553 ▲ 8.8% 2026-04-02 10:51
💬 Debate Round $0.508 ▼ 6.2% debate_engine 2026-04-02 09:56
Recalibrated $0.541 ▼ 1.9% 2026-04-02 09:49

Clinical Trials (6) Relevance: 45%

0
Active
0
Completed
322
Total Enrolled
PHASE1
Highest Phase
Association Between Ferroptosis and Epilepsy N/A
COMPLETED · NCT05269901 · Affiliated Hospital of Jiangnan University
40 enrolled · 2021-01-20 · → 2021-11-15
Epilepsy is one of the most common neurologic disorders seen in children, often characterized by recurring seizures. Nearly 10.5 million children worldwide are estimated to have active epilepsy. Child
Epilepsy
SLC7A11, GPX4, P53
RAPA-501 Therapy for ALS PHASE2
RECRUITING · NCT04220190 · Rapa Therapeutics LLC
41 enrolled · 2025-01-02 · → 2026-07-01
RAPA-501-ALS is a phase 2/3 expansion cohort study of RAPA-501 autologous hybrid TREG/Th2 cells in patients living with amyotrophic lateral sclerosis (pwALS).
Amyotrophic Lateral Sclerosis
RAPA-501 Autologous T stem cells
MAD Phase I Study to Investigate Contraloid Acetate PHASE1
COMPLETED · NCT03955380 · Prof. Dr. Dieter Willbold
24 enrolled · 2018-12-12 · → 2019-04-03
This is a single-center multiple-ascending-dose clinical trial assessing the safety and tolerability of oral dosing of Contraloid acetate in healthy volunteers. The study drug Contraloid (alias RD2, a
Alzheimer Dementia Alzheimer Disease
Contraloid
Cerebrovascular Reactivity and Oxygen Metabolism as Markers of Neurodegeneration After Traumatic Brain Injury N/A
UNKNOWN · NCT04820881 · Washington D.C. Veterans Affairs Medical Center
60 enrolled · 2021-10-01 · → 2024-09
This grant award entitled, "Cerebrovascular Reactivity and Oxygen Metabolism as Markers for Neurodegeneration after Traumatic Brain Injury" (hereafter, "Neurovascular Study"), aims to determine if neu
Neurodegenerative Diseases
Stereotactic Intracerebral Injection of Allogenic IPSC-DAPs in Patients With Parkinson's Disease PHASE1
NOT_YET_RECRUITING · NCT07212088 · iCamuno Biotherapeutics Ltd.
12 enrolled · 2026-02-28 · → 2027-12-15
Parkinson's disease is a progressive neurodegenerative disorder characterized by high morbidity due to the limited regenerative capacity of dopaminergic neurons in the brain. Current drug treatments p
Parkinson Disease
ALC01 therapy
MRI Biomarkers in ALS N/A
COMPLETED · NCT02405182 · University of Alberta
145 enrolled · 2014-09 · → 2019-03
Amyotrophic lateral sclerosis (ALS) is a disabling and rapidly progressive neurodegenerative disorder. There is no treatment that significantly slows progression. Increasing age is an important risk f
Amyotrophic Lateral Sclerosis ALS Motor Neuron Diseases
Magnetic Resonance Imaging

📚 Cited Papers (37)

Polystyrene microplastics induced spermatogenesis disorder via disrupting mitochondrial function through the regulation of the Sirt1-Pgc1α signaling pathway in male mice.
Environmental pollution (Barking, Essex : 1987) (2025) · PMID:39577614
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Management of primary aldosteronism and mineralocorticoid receptor-associated hypertension.
Hypertension research : official journal of the Japanese Society of Hypertension (2020) · PMID:32424201
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Paper:32424201
No extracted figures yet
Paper:33188881
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Paper:34692910
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Paper:35384401
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Paper:37679058
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Paper:38906233
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Paper:39134283
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Paper:39503881
No extracted figures yet
Paper:39577614
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Paper:40214929
No extracted figures yet

📓 Linked Notebooks (1)

📓 Senolytic therapy for age-related neurodegeneration — Analysis Notebook
CI-generated notebook stub for analysis sda-2026-04-01-gap-013. Senolytics targeting p16/p21+ senescent astrocytes and microglia may reduce SASP-driven neuroinflammation.
→ Browse all notebooks

⚔ Arena Performance

No arena matches recorded yet. Browse Arenas
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Wiki Pages

GPX4 (Glutathione Peroxidase 4)proteinSLC7A11 Gene - xCT Cystine/Glutamate AntiportergeneGPX4 Gene - Glutathione Peroxidase 4geneGPX4** is a protein. This page describes its strucredirectYoga Therapy for NeurodegenerationtherapeuticYAP/TEAD Pathway Modulators for NeurodegenerationtherapeuticWnt Signaling Modulators for Neurodegenerationtherapeuticvitamin-d-therapy-neurodegenerationtherapeuticVitamin B Complex Therapy for NeurodegenerationtherapeuticVIP/VPAC Receptor Modulators for NeurodegenerationtherapeuticUrolithin A for NeurodegenerationtherapeuticUrolithin A for Neurodegenerationtherapeutictudca-udca-neurodegenerationtherapeuticTRPM8 Agonists for NeurodegenerationtherapeuticTriple Incretin Agonists (GLP-1/GIP/Glucagon) for therapeutic

KG Entities (62)

APPAQP4C1QC1Q/C3C1q / complement-mediated synapse eliminC3C4C5CD38CD38/NAMPTCGASCGAS/STING1/DNASE2CLUCR1CX3CR1CXCL10Cellular senescence / SASP signalingDNASE2GPX4GPX4/SLC7A11

Dependency Graph (2 upstream, 0 downstream)

Depends On
Senescent Cell Mitochondrial DNA Releasebuilds_on (0.8)SASP-Mediated Complement Cascade Amplificationbuilds_on (0.6)

Linked Experiments (8)

Iron Dyshomeostasis in MSA Pathogenesis Experimentvalidation | tests | 0.46Traumatic Brain Injury and Alzheimer's Disease Relationshipvalidation | tests | 0.46Peroxisomal Dysfunction Validation in Parkinson's Diseasevalidation | tests | 0.46Peroxisome Dysfunction Validation in Parkinson's Diseaseclinical | tests | 0.46Regulated Necrosis Validation Study in Parkinson's Diseaseclinical | tests | 0.46Ferroptosis Validation in Parkinson's Diseaseclinical | tests | 0.46Biomechanical Impact Profiles and Chronic Traumatic Encephalopathy Phenotype Hetclinical | tests | 0.46Proposed experiment from debate on Senolytics targeting p16/p21+ senescent astrofalsification | tests | 0.46

Related Hypotheses

SASP-Mediated Complement Cascade Amplification
Score: 0.703 | neurodegeneration
TREM2-Dependent Microglial Senescence Transition
Score: 0.692 | neurodegeneration
H2: Indole-3-Propionate (IPA) as the Actual Neuroprotective Effector
Score: 0.675 | neurodegeneration
Nutrient-Sensing Epigenetic Circuit Reactivation
Score: 0.670 | neurodegeneration
Transcriptional Autophagy-Lysosome Coupling
Score: 0.665 | neurodegeneration

Estimated Development

Estimated Cost
$1M
Timeline
20 months

🧪 Falsifiable Predictions (5)

5 total 0 confirmed 0 falsified
If hypothesis is true, intervention demonstrate elevated plasma or CSF levels of senescence-associated secretory phenotype (SASP) factors, combined with evidence of lipid peroxidation through 4-HNE or MDA measurements
pending conf: 0.40
Expected outcome: demonstrate elevated plasma or CSF levels of senescence-associated secretory phenotype (SASP) factors, combined with evidence of lipid peroxidation through 4-HNE or MDA measurements
Falsified by: Intervention fails to demonstrate elevated plasma or CSF levels of senescence-associated secretory phenotype (SASP) factors, combined with evidence of lipid peroxidation through 4-HNE or MDA measurements
If hypothesis is true, intervention provide additional selection criteria
pending conf: 0.40
Expected outcome: provide additional selection criteria
Falsified by: Intervention fails to provide additional selection criteria
If hypothesis is true, intervention identify additional targetable pathways and optimal biomarkers for patient selection
pending conf: 0.40
Expected outcome: identify additional targetable pathways and optimal biomarkers for patient selection
Falsified by: Intervention fails to identify additional targetable pathways and optimal biomarkers for patient selection
If hypothesis is true, intervention enable more precise therapeutic targeting and reduce off-target effects
pending conf: 0.40
Expected outcome: enable more precise therapeutic targeting and reduce off-target effects
Falsified by: Intervention fails to enable more precise therapeutic targeting and reduce off-target effects
If hypothesis is true, intervention provide synergistic benefits by addressing multiple pathological pathways simultaneously
pending conf: 0.40
Expected outcome: provide synergistic benefits by addressing multiple pathological pathways simultaneously
Falsified by: Intervention fails to provide synergistic benefits by addressing multiple pathological pathways simultaneously

Knowledge Subgraph (326 edges)

associated with (19)

C1Q neurodegeneration
C3 neurodegeneration
CD38 neurodegeneration
NAMPT neurodegeneration
MMP2 neurodegeneration
...and 14 more

catalyzes (1)

NAMPT NAD+ biosynthesis

co associated with (21)

AQP4 PLA2G6/PLA2G4A
AQP4 CD38/NAMPT
C1Q/C3 GPX4/SLC7A11
AQP4 C1Q/C3
C1Q/C3 PLA2G6/PLA2G4A
...and 16 more

co discussed (227)

MMP9 SLC7A11
MMP9 AQP4
MMP9 CD38
MMP9 C1Q
MMP9 NAMPT
...and 222 more

contributes to (1)

senescent cells neurodegeneration

degrades (1)

MMP2 perineuronal nets

downregulates (2)

TNF AQP4
IL1B AQP4

enables (1)

AQP4 glymphatic system

generated (5)

SDA-2026-04-01-gap-013 h-58e4635a
SDA-2026-04-01-gap-013 h-cb833ed8
SDA-2026-04-01-gap-013 h-807d7a82
SDA-2026-04-01-gap-013 h-1acdd55e
SDA-2026-04-01-gap-013 h-7957bb2a

implicated in (7)

h-58e4635a neurodegeneration
h-cb833ed8 neurodegeneration
h-807d7a82 neurodegeneration
h-1acdd55e neurodegeneration
h-1a34778f neurodegeneration
...and 2 more

induces (1)

SASP neuroinflammation

initiates (1)

C1Q complement cascade

interacts with (16)

C1Q C3
C3 C1Q
CD38 NAMPT
NAMPT CD38
MMP2 MMP9
...and 11 more

mediates (2)

C3 synapse elimination
SLC7A11 cystine import

modifies (1)

PLA2G6 myelin lipids

participates in (13)

C1Q C1q / complement-mediated synapse elimination
C3 C1q / complement-mediated synapse elimination
CD38 Cellular senescence / SASP signaling
NAMPT Cellular senescence / SASP signaling
MMP2 Synaptic function / plasticity
...and 8 more

promoted: SASP-Driven Aquaporin-4 Dysregulation (1)

AQP4 neurodegeneration

promoted: SASP-Mediated Cholinergic Synapse Disruption (1)

MMP2/MMP9 neurodegeneration

promoted: SASP-Mediated Complement Cascade Amplification (1)

C1Q/C3 neurodegeneration

promoted: Senescence-Activated NAD+ Depletion Rescue (1)

CD38/NAMPT neurodegeneration

regulates (1)

CD38 NAD+ metabolism

remodels (1)

MMP9 extracellular matrix

triggers (1)

STING1 neuroinflammation

Mechanism Pathway for GPX4/SLC7A11

Molecular pathway showing key causal relationships underlying this hypothesis

graph TD
    GPX4_SLC7A11["GPX4/SLC7A11"] -->|associated with| neurodegeneration["neurodegeneration"]
    C1Q_C3["C1Q/C3"] -->|co associated with| GPX4_SLC7A11_1["GPX4/SLC7A11"]
    CGAS_STING1_DNASE2["CGAS/STING1/DNASE2"] -->|co associated with| GPX4_SLC7A11_2["GPX4/SLC7A11"]
    AQP4["AQP4"] -->|co associated with| GPX4_SLC7A11_3["GPX4/SLC7A11"]
    GPX4_SLC7A11_4["GPX4/SLC7A11"] -->|co associated with| PLA2G6_PLA2G4A["PLA2G6/PLA2G4A"]
    CD38_NAMPT["CD38/NAMPT"] -->|co associated with| GPX4_SLC7A11_5["GPX4/SLC7A11"]
    GPX4_SLC7A11_6["GPX4/SLC7A11"] -->|co associated with| MMP2_MMP9["MMP2/MMP9"]
    style GPX4_SLC7A11 fill:#ce93d8,stroke:#333,color:#000
    style neurodegeneration fill:#ef5350,stroke:#333,color:#000
    style C1Q_C3 fill:#ce93d8,stroke:#333,color:#000
    style GPX4_SLC7A11_1 fill:#ce93d8,stroke:#333,color:#000
    style CGAS_STING1_DNASE2 fill:#ce93d8,stroke:#333,color:#000
    style GPX4_SLC7A11_2 fill:#ce93d8,stroke:#333,color:#000
    style AQP4 fill:#ce93d8,stroke:#333,color:#000
    style GPX4_SLC7A11_3 fill:#ce93d8,stroke:#333,color:#000
    style GPX4_SLC7A11_4 fill:#ce93d8,stroke:#333,color:#000
    style PLA2G6_PLA2G4A fill:#ce93d8,stroke:#333,color:#000
    style CD38_NAMPT fill:#ce93d8,stroke:#333,color:#000
    style GPX4_SLC7A11_5 fill:#ce93d8,stroke:#333,color:#000
    style GPX4_SLC7A11_6 fill:#ce93d8,stroke:#333,color:#000
    style MMP2_MMP9 fill:#ce93d8,stroke:#333,color:#000

3D Protein Structure

🧬 GPX4 — PDB 2OBI Click to expand 3D viewer

Experimental structure from RCSB PDB | Powered by Mol* | Rotate: click+drag | Zoom: scroll | Reset: right-click

Source Analysis

Senolytic therapy for age-related neurodegeneration

neurodegeneration | 2026-04-01 | completed