Ferroptosis Inhibition for α-Synuclein Neuroprotection

Target: GPX4 Composite Score: 0.705 Price: $0.73▲36.4% Citation Quality: Pending neurodegeneration Status: promoted
☰ Compare⚔ Duel⚛ Collideinteract with this hypothesis
🧠 Neurodegeneration 🟡 ALS / Motor Neuron Disease 🟢 Parkinson's Disease 🔴 Alzheimer's Disease 🔥 Neuroinflammation 🔬 Microglial Biology 🔮 Lysosomal / Autophagy
✓ All Quality Gates Passed
Quality Report Card click to collapse
B+
Composite: 0.705
Top 21% of 1398 hypotheses
T1 Established
Multi-source converged and validated
T0 Axiom requires manual override only
A Mech. Plausibility 15% 0.80 Top 19%
B+ Evidence Strength 15% 0.75 Top 16%
A Novelty 12% 0.85 Top 20%
A Feasibility 12% 0.80 Top 20%
B+ Impact 12% 0.75 Top 31%
A Druggability 10% 0.85 Top 19%
B+ Safety Profile 8% 0.70 Top 23%
B+ Competition 6% 0.75 Top 30%
B+ Data Availability 5% 0.70 Top 31%
B+ Reproducibility 5% 0.75 Top 20%
Evidence
32 supporting | 4 opposing
Citation quality: 85%
Debates
1 session A+
Avg quality: 0.95
Convergence
0.47 C 30 related hypothesis share this target

From Analysis:

Gene expression changes in aging mouse brain predicting neurodegenerative vulnerability

What gene expression changes in the aging mouse brain predict neurodegenerative vulnerability? Use Allen Aging Mouse Brain Atlas data. Cross-reference with human AD datasets. Produce hypotheses about aging-neurodegeneration mechanisms.

→ View full analysis & debate transcript

Hypotheses from Same Analysis (8)

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

TREM2-Dependent Astrocyte-Microglia Cross-talk in Neurodegeneration
Score: 0.990 | Target: TREM2
TREM2-Dependent Microglial Senescence Transition
Score: 0.950 | Target: TREM2
TREM2-ASM Crosstalk in Microglial Lysosomal Senescence
Score: 0.910 | Target: SMPD1
TREM2-Mediated Astrocyte-Microglia Cross-Talk in Neurodegeneration
Score: 0.907 | Target: TREM2
SIRT1-Mediated Reversal of TREM2-Dependent Microglial Senescence
Score: 0.895 | Target: SIRT1
TREM2-Mediated Astrocyte-Microglia Crosstalk in Neurodegeneration
Score: 0.892 | Target: TREM2
TREM2-Mediated Astrocyte-Microglia Cross-Talk in Neurodegeneration
Score: 0.880 | Target: TREM2
TREM2-Mediated Astrocyte-Microglia Cross-Talk in Neurodegeneration
Score: 0.875 | Target: TREM2

→ View full analysis & all 9 hypotheses

Description

Molecular Mechanism and Rationale

Ferroptosis represents a distinct form of regulated cell death characterized by iron-dependent lipid peroxidation and subsequent membrane damage, fundamentally different from apoptosis, necrosis, or autophagy. The central molecular mechanism revolves around the depletion of glutathione peroxidase 4 (GPX4), the sole enzyme capable of reducing phospholipid hydroperoxides directly within cellular membranes. GPX4 functions as a selenocysteine-containing enzyme that catalyzes the reduction of phospholipid hydroperoxides (PL-OOH) to their corresponding alcohols (PL-OH) using glutathione (GSH) as a reducing equivalent.

...

No AI visual card yet

Curated Mechanism Pathway

Curated pathway diagram from expert analysis

graph TD
    A["Iron Uptake via
Transferrin Receptor 1
(TfR1)"] -->|"increases"| B["Intracellular Iron
Accumulation
(Fe2+/Fe3+)"] B -->|"catalyzes"| C["Fenton Reaction
Fe2+ + H2O2 -> OH•
+ Fe3+ + OH-"] C -->|"generates"| D["Reactive Oxygen
Species (ROS)
Hydroxyl Radicals"] E["System Xc- Antiporter
(SLC7A11/SLC3A2)
Cystine Import"] -->|"provides"| F["Cysteine for
Glutathione (GSH)
Synthesis"] F -->|"maintains"| G["GPX4 Enzymatic
Activity and
GSH Pool"] G -->|"reduces"| H["Phospholipid
Hydroperoxides
(PL-OOH) to PL-OH"] D -->|"oxidizes"| I["Polyunsaturated
Fatty Acids (PUFAs)
in Membranes"] I -->|"forms"| J["Lipid Peroxyl
Radicals (LOO•)
Chain Reaction"] K["Ferroptosis Inhibitors
(Ferrostatin-1,
Liproxstatin-1)"] -->|"blocks"| J L["GPX4 Overexpression
or Activation"] -->|"enhances"| H J -->|"when uncontrolled"| M["Membrane Lipid
Peroxidation and
Damage"] H -->|"prevents"| M M -->|"triggers"| N["Ferroptotic Cell
Death Execution
Pathway"] O["Alpha-Synuclein
Protein Aggregation
and Misfolding"] -->|"promotes"| P["Mitochondrial
Dysfunction and
Iron Dysregulation"] P -->|"amplifies"| B N -->|"causes"| Q["Neuronal Death
and Synaptic
Loss"] O -->|"accelerates"| Q Q -->|"leads to"| R["Neurodegeneration
and Clinical
Symptoms"] S["Therapeutic
GPX4 Enhancement
Strategy"] -->|"targets"| L S -->|"combined with"| K classDef normal fill:#4fc3f7,stroke:#2196f3 classDef therapeutic fill:#81c784,stroke:#4caf50 classDef pathology fill:#ef5350,stroke:#f44336 classDef outcome fill:#ffd54f,stroke:#ff9800 classDef molecular fill:#ce93d8,stroke:#9c27b0 class A,B,C,D,E,F,I,J normal class K,L,S therapeutic class M,N,O,P,Q pathology class R outcome class G,H molecular

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 0.80 (15%) Evidence 0.75 (15%) Novelty 0.85 (12%) Feasibility 0.80 (12%) Impact 0.75 (12%) Druggability 0.85 (10%) Safety 0.70 (8%) Competition 0.75 (6%) Data Avail. 0.70 (5%) Reproducible 0.75 (5%) KG Connect 0.85 (8%) 0.705 composite
36 citations 36 with PMID 11 medium Validation: 85% 32 supporting / 4 opposing
For (32)
11
No opposing evidence
(4) Against
High Medium Low
High Medium Low
Evidence Matrix — sortable by strength/year, click Abstract to expand
Evidence Types
23
6
7
MECH 23CLIN 6GENE 7EPID 0
ClaimStanceCategorySourceStrength ↕Year ↕Quality ↕PMIDsAbstract
GPX4-mediated ferroptosis contributes to alpha-syn…SupportingMECHJ Pineal Res MEDIUM20240.33PMID:38488331
GPX4-mediated ferroptosis contributes to alpha-syn…SupportingMECHFree Radic Biol… MEDIUM20250.33PMID:39566750
GPX4-mediated ferroptosis contributes to alpha-syn…SupportingMECHNeurol Sci MEDIUM20250.33PMID:39466326
GPX4-mediated ferroptosis contributes to alpha-syn…SupportingMECHNeurochem Res MEDIUM20250.33PMID:41460594
GPX4-mediated ferroptosis contributes to alpha-syn…SupportingMECHBioorg Chem MEDIUM20240.33PMID:38678778
GPX4-mediated ferroptosis contributes to alpha-syn…SupportingMECHNeurochem Res MEDIUM20240.33PMID:38424396
GPX4-mediated ferroptosis contributes to alpha-syn…SupportingCLINJ Ethnopharmaco… MEDIUM20250.33PMID:40306495
GPX4-mediated ferroptosis contributes to alpha-syn…SupportingMECHBasic Clin Phar… MEDIUM20250.33PMID:40256942
GPX4-mediated ferroptosis contributes to alpha-syn…SupportingMECHFree Radic Res MEDIUM20250.33PMID:40985323
GPX4-mediated ferroptosis contributes to alpha-syn…SupportingMECHJ Biochem Mol T… MEDIUM20250.33PMID:41243756
GPX4-mediated ferroptosis contributes to alpha-syn…SupportingMECHNeuromolecular … MEDIUM20260.33PMID:41712018
Recent studies demonstrate that ferroptosis inhibi…SupportingMECH----PMID:41390672-
Extracellular GPX4 impairs antitumor immunity via …SupportingGENECell-20260.59PMID:41494530-
A fin-loop-like structure in GPX4 underlies neurop…SupportingGENECell-20260.59PMID:41349546-
A GPX1-OSBPL8 axis mediates noncanonical in vivo f…SupportingGENECell-20260.59PMID:41720096-
Aging at the Crossroads of Cuproptosis and Ferropt…SupportingCLINInt J Mol Sci-20260.33PMID:41516398-
GPX4-dependent ferroptosis governs ILC2 homeostasi…SupportingGENECell Mol Immuno…-20260.59PMID:41663525-
Fin(e)-tuning ferroptosis.SupportingGENEMol Cell-20260.59PMID:41576911-
GPX4 promotes optic nerve regeneration and retinal…SupportingMECHMol Ther-20260.33PMID:41485051-
Ferroptosis in neurological diseases: moving towar…SupportingGENEMol Psychiatry-20260.33PMID:41554903-
Decoding GPX4 regulation in ferroptosis: mechanism…SupportingCLINTrends Mol Med-20260.33PMID:41826143-
Hyperlipidemia Aggravates Alveolar Bone Loss via P…SupportingMECHAdv Sci (Weinh)-2026-PMID:41945797-
Targeting the SCP2/HSPB1 Axis: A Novel Mechanism U…SupportingCLINTohoku J Exp Me…-2026-PMID:40993092-
4-Octyl itaconate attenuates radiation-induced int…SupportingMECHFree Radic Biol…-2026-PMID:41936917-
Di-2-ethylhexylphthalate-induced miR155-5P promote…SupportingMECHInt J Biol Macr…-2026-PMID:41937013-
Ferroptosis-related mechanisms in prion diseases p…SupportingCLINRedox Biol-2026-PMID:41945998-
NOX4 mediates ferroptosis through oxidative stress…SupportingMECHExp Eye Res-2026-PMID:41951167-
Isorhamnetin-preconditioned MSC-derived exosomes r…SupportingGENEStem Cell Res T…-2026-PMID:41947243-
Fibroblast-Specific GPX4 Deletion Exacerbates IBD …SupportingMECHAm J Physiol Ga…-2026-PMID:41955120-
Targeting NDUFS4 Disrupts Oxidative Phosphorylatio…SupportingMECHMol Cancer Ther-2026-PMID:41954274-
Co-Delivery of Ferrostatin-1 and M2 Macrophage-Der…SupportingMECHACS Appl Mater …-2026-PMID:41944411-
[The Chinese medicine Gandouling attenuates brain …SupportingMECHZhejiang Da Xue…-2026-PMID:41946579-
Complete ferroptosis inhibition could impair tumor…OpposingMECH----PMID:none_provided-
Iron is essential for mitochondrial function and n…OpposingMECH----PMID:none_provided-
The crossroads of inflammation and oxidative stres…OpposingMECHPharmacol Res-20260.33PMID:41722697-
Ferroptosis in Cerebral Ischemia/Reperfusion Injur…OpposingCLINNeuropsychiatr …-20260.33PMID:41738060-
Legacy Card View — expandable citation cards

Supporting Evidence 32

Recent studies demonstrate that ferroptosis inhibition protects against α-synuclein-related neuronal cell deat…
Recent studies demonstrate that ferroptosis inhibition protects against α-synuclein-related neuronal cell death
GPX4-mediated ferroptosis contributes to alpha-synuclein neuronal death MEDIUM
J Pineal Res · 2024 · PMID:38488331 · Q:0.33
ABSTRACT

Melatonin MT1 receptors regulate the Sirt1/Nrf2/Ho-1/Gpx4 pathway to prevent α-synuclein-induced ferroptosis in Parkinson's disease.

GPX4-mediated ferroptosis contributes to alpha-synuclein neuronal death MEDIUM
Free Radic Biol Med · 2025 · PMID:39566750 · Q:0.33
ABSTRACT

Neuroprotective role of CHCHD2 in Parkinson's disease: Insights into the GPX4-related ferroptosis pathway.

GPX4-mediated ferroptosis contributes to alpha-synuclein neuronal death MEDIUM
Neurol Sci · 2025 · PMID:39466326 · Q:0.33
ABSTRACT

Hypoxia-inducible factor-1 as targets for neuroprotection : from ferroptosis to Parkinson's disease.

GPX4-mediated ferroptosis contributes to alpha-synuclein neuronal death MEDIUM
Neurochem Res · 2025 · PMID:41460594 · Q:0.33
ABSTRACT

Schisanhenol Inhibits MPTP/MPP(+)-Induced Ferroptosis in Dopaminergic Neurons Via Nrf2/TrxR1/GPX4 Pathway against Parkinson's Disease.

GPX4-mediated ferroptosis contributes to alpha-synuclein neuronal death MEDIUM
Bioorg Chem · 2024 · PMID:38678778 · Q:0.33
ABSTRACT

Granulathiazole A protects 6-OHDA-induced Parkinson's disease from ferroptosis via activating Nrf2/HO-1 pathway.

GPX4-mediated ferroptosis contributes to alpha-synuclein neuronal death MEDIUM
Neurochem Res · 2024 · PMID:38424396 · Q:0.33
ABSTRACT

Salidroside Mediated the Nrf2/GPX4 Pathway to Attenuates Ferroptosis in Parkinson's Disease.

GPX4-mediated ferroptosis contributes to alpha-synuclein neuronal death MEDIUM
J Ethnopharmacol · 2025 · PMID:40306495 · Q:0.33
ABSTRACT

Astragenol alleviates neuroinflammation and improves Parkinson's symptoms through amino acid metabolism pathway and inhibition of ferroptosis.

GPX4-mediated ferroptosis contributes to alpha-synuclein neuronal death MEDIUM
Basic Clin Pharmacol Toxicol · 2025 · PMID:40256942 · Q:0.33
ABSTRACT

Gentiopicroside Attenuated Dopaminergic Neurodegeneration via Inhibiting Neuroinflammatory Responses and Ferroptosis in Experimental Models of Parkinson's Disease.

GPX4-mediated ferroptosis contributes to alpha-synuclein neuronal death MEDIUM
Free Radic Res · 2025 · PMID:40985323 · Q:0.33
ABSTRACT

Betulinic acid protects SH-SY5Y cells exposed to lipopolysaccharide and ferrous sulfate through p38MAPK/NF-κB/GPX4/Nrf2/keap-1/HO-1 signaling axis.

GPX4-mediated ferroptosis contributes to alpha-synuclein neuronal death MEDIUM
J Biochem Mol Toxicol · 2025 · PMID:41243756 · Q:0.33
ABSTRACT

Carvedilol Confers Neuroprotective Activity Through Modulating Ferroptosis Key Players and PINK1/PARKIN Mediated Mitophagy in an Experimental Parkinson's Rat Model.

GPX4-mediated ferroptosis contributes to alpha-synuclein neuronal death MEDIUM
Neuromolecular Med · 2026 · PMID:41712018 · Q:0.33
ABSTRACT

Montelukast Modulates MPTP-induced Ferroptosis and Neuroinflammation Linked To the GPX4/ACSL4/5-LOX Pathway.

Extracellular GPX4 impairs antitumor immunity via dendritic ZP3 receptors.
Cell · 2026 · PMID:41494530 · Q:0.59
A fin-loop-like structure in GPX4 underlies neuroprotection from ferroptosis.
Cell · 2026 · PMID:41349546 · Q:0.59
A GPX1-OSBPL8 axis mediates noncanonical in vivo ferroptosis and cancer growth suppression.
Cell · 2026 · PMID:41720096 · Q:0.59
Aging at the Crossroads of Cuproptosis and Ferroptosis: From Molecular Pathways to Age-Related Pathologies and…
Aging at the Crossroads of Cuproptosis and Ferroptosis: From Molecular Pathways to Age-Related Pathologies and Therapeutic Perspectives.
Int J Mol Sci · 2026 · PMID:41516398 · Q:0.33
GPX4-dependent ferroptosis governs ILC2 homeostasis and colitis progression.
Cell Mol Immunol · 2026 · PMID:41663525 · Q:0.59
Fin(e)-tuning ferroptosis.
Mol Cell · 2026 · PMID:41576911 · Q:0.59
GPX4 promotes optic nerve regeneration and retinal ganglion cell neuroprotection.
Mol Ther · 2026 · PMID:41485051 · Q:0.33
Ferroptosis in neurological diseases: moving towards therapeutic intervention.
Mol Psychiatry · 2026 · PMID:41554903 · Q:0.33
Decoding GPX4 regulation in ferroptosis: mechanisms and therapeutic implications.
Trends Mol Med · 2026 · PMID:41826143 · Q:0.33
Hyperlipidemia Aggravates Alveolar Bone Loss via Periodontal Ligament Stem Cell Ferroptosis Through GSK3β Depe…
Hyperlipidemia Aggravates Alveolar Bone Loss via Periodontal Ligament Stem Cell Ferroptosis Through GSK3β Dependent Ubiquitin-Mediated NRF2 Degradation.
Adv Sci (Weinh) · 2026 · PMID:41945797
Targeting the SCP2/HSPB1 Axis: A Novel Mechanism Underlying Ferroptosis Regulation and Hepatocellular Carcinom…
Targeting the SCP2/HSPB1 Axis: A Novel Mechanism Underlying Ferroptosis Regulation and Hepatocellular Carcinoma Progression.
Tohoku J Exp Med · 2026 · PMID:40993092
4-Octyl itaconate attenuates radiation-induced intestinal injury associated with ferroptosis inhibition and mi…
4-Octyl itaconate attenuates radiation-induced intestinal injury associated with ferroptosis inhibition and microbiota rebalance.
Free Radic Biol Med · 2026 · PMID:41936917
Di-2-ethylhexylphthalate-induced miR155-5P promotes placental ferroptosis.
Int J Biol Macromol · 2026 · PMID:41937013
Ferroptosis-related mechanisms in prion diseases provide insights into neurodegeneration and reveal therapeuti…
Ferroptosis-related mechanisms in prion diseases provide insights into neurodegeneration and reveal therapeutic implications.
Redox Biol · 2026 · PMID:41945998
NOX4 mediates ferroptosis through oxidative stress in diabetic keratopathy.
Exp Eye Res · 2026 · PMID:41951167
Isorhamnetin-preconditioned MSC-derived exosomes restore ovarian function by inhibiting ferroptosis in chemoth…
Isorhamnetin-preconditioned MSC-derived exosomes restore ovarian function by inhibiting ferroptosis in chemotherapy-induced POF.
Stem Cell Res Ther · 2026 · PMID:41947243
Fibroblast-Specific GPX4 Deletion Exacerbates IBD via Lipid Peroxidation.
Am J Physiol Gastrointest Liver Physiol · 2026 · PMID:41955120
Targeting NDUFS4 Disrupts Oxidative Phosphorylation and Induces Ferroptosis in Olaparib-Resistant Prostate Can…
Targeting NDUFS4 Disrupts Oxidative Phosphorylation and Induces Ferroptosis in Olaparib-Resistant Prostate Cancer.
Mol Cancer Ther · 2026 · PMID:41954274
Co-Delivery of Ferrostatin-1 and M2 Macrophage-Derived Exosomal Signals via Engineered Hybrid Nanovesicles Ena…
Co-Delivery of Ferrostatin-1 and M2 Macrophage-Derived Exosomal Signals via Engineered Hybrid Nanovesicles Enables Synergistic Neuroprotection in Traumatic Brain Injury.
ACS Appl Mater Interfaces · 2026 · PMID:41944411
[The Chinese medicine Gandouling attenuates brain injury in hepatolenticular degeneration mice by inhibiting f…
[The Chinese medicine Gandouling attenuates brain injury in hepatolenticular degeneration mice by inhibiting ferroptosis via the SIRT1/FoxO3 pathway].
Zhejiang Da Xue Xue Bao Yi Xue Ban · 2026 · PMID:41946579

Opposing Evidence 4

Complete ferroptosis inhibition could impair tumor surveillance and immune function
Iron is essential for mitochondrial function and numerous enzymatic processes
The crossroads of inflammation and oxidative stress: A review of the interplay between eicosanoids and reactiv…
The crossroads of inflammation and oxidative stress: A review of the interplay between eicosanoids and reactive oxygen species.
Pharmacol Res · 2026 · PMID:41722697 · Q:0.33
Ferroptosis in Cerebral Ischemia/Reperfusion Injury: Mechanistic Drivers and Therapeutic Frontiers.
Neuropsychiatr Dis Treat · 2026 · PMID:41738060 · Q:0.33
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 | 2026-04-03 | View Analysis
🧬 Theorist Proposes novel mechanisms and generates creative hypotheses

Based on my research, I'll now generate novel therapeutic hypotheses focused on aging-related gene expression changes that predict neurodegenerative vulnerability. Here are 6 evidence-based therapeutic hypotheses:

Novel Therapeutic Hypotheses for Aging-Neurodegeneration Vulnerability

1. AP1S1-Mediated Vesicular Transport Restoration

Description: Age-related downregulation of AP1S1 (adaptor protein complex 1 sigma 1) disrupts clathrin-mediated vesicular transport, creating vulnerability to amyloid-β and oxidative stress. Therapeutic restoration of AP1S1 function through small

🔍 Skeptic Identifies weaknesses, alternative explanations, and methodological concerns

Critical Evaluation of Therapeutic Hypotheses

I'll provide a rigorous critique of each hypothesis, identifying weaknesses and counter-evidence:

1. AP1S1-Mediated Vesicular Transport Restoration

Major Weaknesses:

  • Single pathway oversimplification: The hypothesis assumes AP1S1 is a primary driver when vesicular transport involves hundreds of proteins with redundant functions
  • Lack of specificity evidence: No evidence provided that AP1S1 downregulation is specific to vulnerable neurons vs. normal aging
  • Therapeutic feasibility unclear: No demonstration that AP1S1

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

Practical Feasibility Assessment of Therapeutic Hypotheses

Based on my analysis of druggability, existing compounds, competitive landscape, and development considerations, here's my comprehensive assessment:

1. AP1S1-Mediated Vesicular Transport Restoration

Druggability: POOR (2/10)

  • Target Type: Adaptor protein complex component - notoriously difficult to drug
  • Structure: No available crystal structure for rational drug design
  • Chemical Matter: No known small molecule modulators of AP1S1 function
  • Mechanism: Requires enhancing protein-protein interactio

Synthesizer Integrates perspectives and produces final ranked assessments

Based on my synthesis of the Theorist's hypotheses, Skeptic's critiques, and Expert's feasibility assessment, here's the final JSON output:

Price History

0.600.730.87 debate: market_dynamics (2026-04-04T13:44)evidence: market_dynamics (2026-04-04T14:19)debate: market_dynamics (2026-04-04T14:56)score_update: market_dynamics (2026-04-04T18:57)evidence: market_dynamics (2026-04-04T22:12)score_update: market_dynamics (2026-04-04T22:30)debate: market_dynamics (2026-04-05T00:52)score_update: market_dynamics (2026-04-05T01:05)evidence: market_dynamics (2026-04-05T02:33)evidence: evidence_update (2026-04-09T01:50)evidence: evidence_update (2026-04-09T01:50)evidence: evidence_batch_update (2026-04-13T02:18)evidence: evidence_batch_update (2026-04-13T02:18) 1.00 0.46 2026-04-042026-04-132026-04-22 Market PriceScoreevidencedebate 141 events
7d Trend
Stable
7d Momentum
▼ 1.1%
Volatility
Medium
0.0345
Events (7d)
6
⚡ Price Movement Log Recent 15 events
Event Price Change Source Time
📄 New Evidence $0.572 ▲ 2.5% evidence_batch_update 2026-04-13 02:18
📄 New Evidence $0.559 ▲ 2.0% evidence_batch_update 2026-04-13 02:18
Recalibrated $0.548 ▼ 2.5% 2026-04-12 05:13
Recalibrated $0.562 ▼ 0.5% 2026-04-10 15:58
Recalibrated $0.565 ▼ 1.7% 2026-04-10 15:53
📄 New Evidence $0.574 ▼ 6.1% evidence_update 2026-04-09 01:50
📄 New Evidence $0.612 ▲ 14.2% evidence_update 2026-04-09 01:50
Recalibrated $0.536 ▲ 0.5% 2026-04-08 18:39
Recalibrated $0.533 ▼ 19.9% 2026-04-06 04:04
📄 New Evidence $0.665 ▲ 1.7% market_dynamics 2026-04-05 02:33
📊 Score Update $0.654 ▼ 12.3% market_dynamics 2026-04-05 01:05
💬 Debate Round $0.746 ▲ 18.3% market_dynamics 2026-04-05 00:52
📊 Score Update $0.630 ▼ 16.5% market_dynamics 2026-04-04 22:30
📄 New Evidence $0.754 ▼ 6.3% market_dynamics 2026-04-04 22:12
📊 Score Update $0.805 ▲ 50.4% market_dynamics 2026-04-04 18:57

Clinical Trials (5)

0
Active
0
Completed
554
Total Enrolled
PHASE2
Highest Phase
Search for Biomarkers of Neurodegenerative Diseases in Idiopathic REM Sleep Behavior Disorder N/A
UNKNOWN · NCT04048603 · Chinese University of Hong Kong
182 enrolled · 2019-05-15 · → 2022-03-31
This study is a prospective study with a mean of 7-year follow-up interval, aims to monitor the progression of α-synucleinopathy neurodegeneration by the evolution of prodromal markers and development
REM Sleep Behavior Disorder Neurodegeneration
Efficacy of Dorzolamide as an Adjuvant After Focal Photocoagulation in Clinically Significant Macular Edema N/A
UNKNOWN · NCT02227745 · Hospital Juarez de Mexico
60 enrolled · 2014-01 · → 2015-03
Photocoagulation is the standard treatment in the focal EMCS, disrupts vascular leakage and allows the pigment epithelium remove the intraretinal fluid is effective in reducing the incidence of visual
Diabetic Retinopathy Diabetic Macular Edema
Dorzolamide hydrochloride (2%) Placebo Sodium hyaluronate 4mg
Evaluation of the Frequency and Severity of Sleep Abnormalities in Patients With Parkinson's Disease NA
UNKNOWN · NCT04387812 · Tel-Aviv Sourasky Medical Center
240 enrolled · 2020-06-01 · → 2023-12-31
Sleep disturbances are one of the most common non-motor symptoms in PD, with an estimated prevalence as high as 40-90%. Sleep disturbances (particularly sleep duration, sleep fragmentation, Rapid Eye
Parkinson Disease GBA Gene Mutation Leucine-rich Repeat Kinase 2 (LRRK2) Gene Mutation
Xtrodes home PSG system
Ambroxol in Disease Modification in Parkinson Disease PHASE2
COMPLETED · NCT02941822 · University College, London
23 enrolled · 2016-12 · → 2018-04
This study will evaluate the safety, tolerability and pharmacodynamics of ambroxol in participants with Parkinson Disease. Participants will administer ambroxol at five dose levels and will undergo cl
Parkinson Disease
Ambroxol
Development of a Novel 18F-DTBZ PET Imaging as a Biomarker to Monitor Neurodegeneration of PARK6 and PARK8 Parkinsonism PHASE2
COMPLETED · NCT01759888 · Chang Gung Memorial Hospital
49 enrolled · 2011-08 · → 2014-12
The primary objective of this protocol is to access the utility of 18F-DTBZ PET imaging as an in vivo biomarker to monitor neurodegeneration of both PD mouse models and PD patients. Secondary, the inv
Parkinson's Disease
18F-DTBZ

📚 Cited Papers (60)

[The Chinese medicine Gandouling attenuates brain injury in hepatolenticular degeneration mice by inhibiting ferroptosis via the SIRT1/FoxO3 pathway].
Zhejiang Da Xue Xue Bao Yi Xue Ban (2026) · PMID:41946579
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Isorhamnetin-preconditioned MSC-derived exosomes restore ovarian function by inhibiting ferroptosis in chemotherapy-induced POF.
Stem Cell Res Ther (2026) · PMID:41947243
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
A fin-loop-like structure in GPX4 underlies neuroprotection from ferroptosis.
Cell (2026) · PMID:41349546
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Salidroside Mediated the Nrf2/GPX4 Pathway to Attenuates Ferroptosis in Parkinson's Disease.
Neurochemical research (2024) · PMID:38424396
No extracted figures yet
Melatonin MT1 receptors regulate the Sirt1/Nrf2/Ho-1/Gpx4 pathway to prevent α-synuclein-induced ferroptosis in Parkinson's disease.
Journal of pineal research (2024) · PMID:38488331
No extracted figures yet
Granulathiazole A protects 6-OHDA-induced Parkinson's disease from ferroptosis via activating Nrf2/HO-1 pathway.
Bioorganic chemistry (2024) · PMID:38678778
No extracted figures yet
Hypoxia-inducible factor-1 as targets for neuroprotection : from ferroptosis to Parkinson's disease.
Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology (2025) · PMID:39466326
No extracted figures yet
Neuroprotective role of CHCHD2 in Parkinson's disease: Insights into the GPX4-related ferroptosis pathway.
Free radical biology & medicine (2025) · PMID:39566750
No extracted figures yet
Gentiopicroside Attenuated Dopaminergic Neurodegeneration via Inhibiting Neuroinflammatory Responses and Ferroptosis in Experimental Models of Parkinson's Disease.
Basic & clinical pharmacology & toxicology (2025) · PMID:40256942
No extracted figures yet
Astragenol alleviates neuroinflammation and improves Parkinson's symptoms through amino acid metabolism pathway and inhibition of ferroptosis.
Journal of ethnopharmacology (2025) · PMID:40306495
No extracted figures yet
Betulinic acid protects SH-SY5Y cells exposed to lipopolysaccharide and ferrous sulfate through p38MAPK/NF-κB/GPX4/Nrf2/keap-1/HO-1 signaling axis.
Free radical research (2025) · PMID:40985323
No extracted figures yet
Targeting the SCP2/HSPB1 Axis: A Novel Mechanism Underlying Ferroptosis Regulation and Hepatocellular Carcinoma Progression.
Tohoku J Exp Med (2026) · PMID:40993092
No extracted figures yet

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📓 Linked Notebooks (1)

📓 Gene Expression Changes in Aging Mouse Brain Predicting Neurodegenerative Vulnerability
Real Forge-powered analysis: PubMed search, STRING PPI, Reactome pathways, gene annotations for aging mouse brain transcriptomics.
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📊 Resource Economics & ROI

High Efficiency Resource Efficiency Score
0.86
62.2th percentile (747 hypotheses)
Tokens Used
9,409
KG Edges Generated
2,242
Citations Produced
19

Cost Ratios

Cost per KG Edge
37.64 tokens
Lower is better (baseline: 2000)
Cost per Citation
261.36 tokens
Lower is better (baseline: 1000)
Cost per Score Point
13068.06 tokens
Tokens / composite_score

Score Impact

Efficiency Boost to Composite
+0.086
10% weight of efficiency score
Adjusted Composite
0.791

How Economics Pricing Works

Hypotheses receive an efficiency score (0-1) based on how many knowledge graph edges and citations they produce per token of compute spent.

High-efficiency hypotheses (score >= 0.8) get a price premium in the market, pulling their price toward $0.580.

Low-efficiency hypotheses (score < 0.6) receive a discount, pulling their price toward $0.420.

Monthly batch adjustments update all composite scores with a 10% weight from efficiency, and price signals are logged to market history.

Efficiency Price Signals

Date Signal Price Score
2026-04-16T20:00$0.5370.510

KG Entities (159)

27-hydroxycholesterolABCA1ABCB1ACEACE enhancementACSL4ADAM10AKTAP1S1AP1S1 downregulationAPOEAPOE4APPAPP overexpressionBDNFC1QC1QAC3C4BCA1

Linked Experiments (2)

Gandouling protection against brain injury in Wilson's disease via SIRT1/FoxO3validation | tests | 0.90S-equol-induced ferroptosis mechanism in TNBC cellsexploratory | tests | 0.90

Related Hypotheses

GPX4 Selenopeptide Mimetics as Neuroprotective Ferroptosis Blockade
Score: 0.680 | None
TREM2-Dependent Astrocyte-Microglia Cross-talk in Neurodegeneration
Score: 0.990 | neurodegeneration
TREM2-Dependent Microglial Senescence Transition
Score: 0.950 | neurodegeneration
PLCG2 Allosteric Modulation as a Precision Therapeutic for TREM2-Dependent Microglial Dysfunction
Score: 0.941 | neurodegeneration
Multi-Biomarker Composite Index Surpassing Amyloid PET for Treatment Response Prediction
Score: 0.933 | neurodegeneration

Estimated Development

Estimated Cost
$0
Timeline
4.3 years

🧪 Falsifiable Predictions (2)

2 total 0 confirmed 0 falsified
IF GPX4 activity is enhanced via pharmacological activation or overexpression in α-synuclein transgenic neuronal models THEN neuronal survival will increase and α-synuclein aggregation will decrease compared to control neurons using primary neurons derived from α-synuclein overexpression mouse models.
pending conf: 0.50
Expected outcome: Increased GPX4 activity will result in significantly reduced lipid peroxidation (measured by C11-BODIPY), decreased α-synuclein oligomer formation, and increased neuronal viability in cultures exposed to ferroptosis-inducing conditions.
Falsified by: GPX4 activation does not alter α-synuclein aggregation levels, does not reduce lipid peroxidation, or does not improve neuronal survival in α-synuclein transgenic cultures; any improvement in neuronal survival is attributed to off-target effects unrelated to GPX4-mediated ferroptosis inhibition.
Method: Primary cortical neurons from Thy1-αSyn mice will be treated with GPX4 activator compounds (RSL3 at sub-lethal doses or direct GPX4 agonism approaches), with comparison to vehicle controls. Outcomes measured: (1) lipid peroxidation via C11-BODIPY and MDA assays, (2) α-synuclein aggregation via ThS fibrillization assay and western blot for oligomeric species, (3) neuronal viability via MTT/CCK8 and LDH release, (4) GPX4 activity via PHGPX activity assay.
IF system Xc- inhibitor (sulfasalazine or erastin) is administered to neurons expressing wild-type α-synuclein THEN increased ferroptotic cell death will occur with accelerated α-synuclein aggregation and propagation using patient-derived iPSC neurons carrying SNCA multiplications or A53T mutations.
pending conf: 0.50
Expected outcome: Inhibition of system Xc- will deplete intracellular cystine, reduce GSH synthesis, inactivate GPX4, and trigger ferroptosis characterized by iron accumulation, lipid peroxidation, and enhanced α-synuclein aggregation with increased extracellular α-synuclein release.
Falsified by: System Xc- inhibition does not increase α-synuclein aggregation or release; cell death induced by system Xc- inhibitors occurs through classical apoptosis or necrosis pathways rather than ferroptosis (confirmed by lack of iron dependency, failure of liproxstatin-1 to rescue, and absence of lipid peroxidation markers); any observed aggregation changes are not correlated with ferroptosis markers.
Method: iPSC-derived dopaminergic neurons from SNCA duplication or A53T mutation carriers will be treated with sulfasalazine (500 μM) or erastin (1 μM). Controls include neurons treated with ferroptosis inhibitors (liproxstatin-1, 100 nM; α-tocopherol, 50 μM) alongside system Xc- inhibitors. Measurements: (1) cystine uptake via 14C-cystine incorporation, (2) GSH/GSSG ratio via enzymatic assay, (3) lipid peroxidation via flow cytometry with BODIPY-C11, (4) iron levels via calcein-AM imaging, (5) α-synucl

Knowledge Subgraph (200 edges)

activates (2)

agingCGASaged_exosomesTNFRSF25

associated with (13)

MOGneurodegenerationC4BneurodegenerationACEneurodegenerationCD300FneurodegenerationCDKN2Aneurodegeneration
▸ Show 8 more
GAL3ST1neurodegenerationAP1S1neurodegenerationCGAS, STING1neurodegenerationCell-type specific vulnerability markersneurodegenerationMitochondrial respiratory complexes and inflammatory cytokine receptorsneurodegenerationNOMO1neurodegenerationPSMCneurodegenerationTNFRSF25neurodegeneration

catalyzes (1)

GAL3ST1sulfatide_synthesis

causes (27-hydroxycholesterol promotes oligodendrocyte mat) (1)

27-hydroxycholesterololigodendrocyte maturation

causes (APP overexpression causes selective vulnerability ) (1)

APP overexpressioncholinergic system vulnerability

causes (CXCL10 acts as chemokine to recruit cytotoxic CD8+) (1)

CXCL10CD8+ T cell recruitment

causes (CXCL10 antagonists would preserve white matter int) (1)

CXCL10 inhibitionwhite matter preservation

causes (NAD+ supplementation improves mitophagy and mitoch) (1)

NAD+ supplementationmitophagy enhancement

causes (NOMO1 function improves endoplasmic reticulum home) (1)

NOMO1 enhancementER homeostasis

causes (STING activation leads to cellular senescence and ) (1)

STING pathway activationcellular senescence

causes (activated TNFRSF25 accelerates cognitive decline i) (1)

TNFRSF25 activationcognitive decline acceleration

causes (age-related CD300f dysfunction allows excessive ne) (1)

CD300f dysfunctionneuroinflammation

causes (age-related activation of cGAS-STING drives microg) (1)

cGAS-STING pathway activationmicroglial senescence

causes (age-related cytokine secretion specifically suppre) (1)

cytokine secretionmitochondrial metabolism suppression

causes (age-related decline in microglial profilin-1 disru) (1)

profilin-1 declinecytoskeletal checkpoint disruption

causes (age-related downregulation of AP1S1 disrupts clath) (1)

AP1S1 downregulationclathrin-mediated vesicular transport disruption

causes (aged brain exosomes specifically activate neuronal) (1)

brain-derived exosomes from aged miceneuronal TNFRSF25 activation

causes (aging activation of microglia leads to increased C) (1)

aging-activated microgliaCXCL10 production

causes (aging causes early transcriptomic changes in oligo) (1)

agingoligodendrocyte dysfunction

causes (aging mitochondrial dysfunction triggers STING pat) (1)

mitochondrial dysfunctionSTING pathway activation

causes (creates a feed-forward loop of neuroinflammation l) (1)

microglial senescenceneurodegeneration vulnerability

causes (disrupted cytoskeletal checkpoints lead to prematu) (1)

cytoskeletal checkpoint disruptionpremature synaptic pruning

causes (disrupted endosomal-lysosomal trafficking creates ) (1)

vesicular transport disruptionneurodegeneration vulnerability

causes (dysregulated microglial transitions fail to suppor) (1)

dysregulated microglial transitionsimpaired remyelination

causes (early proteasome downregulation and dysfunction dr) (1)

proteasome dysfunctionproteostasis failure

causes (enhanced ACE expression in microglia increases Aβ ) (1)

ACE enhancementamyloid-β clearance

causes (iron-dependent ferroptosis contributes to α-synucl) (1)

ferroptosisα-synuclein neuronal death

causes (loss of sulfatides removes suppression of microgli) (1)

myelin sulfatide deficiencymicroglial activation

causes (microglia activate CXCL10-mediated recruitment of ) (1)

microglial CXCL10 productionCD8+ T cell recruitment

causes (microglial ACE enhancement activates spleen tyrosi) (1)

ACE enhancementspleen tyrosine kinase signaling

causes (microglial activation orchestrates CXCL10-mediated) (1)

microglial activationCXCL10 production

causes (proteostasis failure leads to protein aggregation ) (1)

proteostasis failureneurodegeneration

causes (recruited CD8+ T cells promote aging-related white) (1)

CD8+ T cell recruitmentwhite matter degeneration

causes (recruited CD8+ T cells promote white matter degene) (1)

CD8+ T cell recruitmentoligodendrocyte damage

causes (selective CXCR3 blockade could preserve white matt) (1)

CXCR3 blockadewhite matter preservation

causes (senescence creates a self-perpetuating cycle by pr) (1)

cellular senescencetau aggregation

causes (suppressed mitochondrial function creates vulnerab) (1)

mitochondrial metabolism suppressionenergy stress vulnerability

causes (tau aggregation triggers cellular senescence respo) (1)

tau aggregationcellular senescence

co associated with (51)

ACEGPX4ACECXCL10ACEAPPAPPGPX4APPCXCL10
▸ Show 46 more
CD300FGAL3ST1CD300FTREM2CDKN2ACXCL10CDKN2ASTING1CD300FCDKN2ACDKN2AGAL3ST1CDKN2ATREM2CXCL10STING1CD300FCXCL10CXCL10GAL3ST1CXCL10TREM2CXCL10PFN1GAL3ST1TREM2CD300FSTING1GAL3ST1STING1STING1TREM2C4BCA1ACEPSMCACENOMO1AP1S1TNFRSF25AP1S1Mitochondrial respiratory complexes and inflammatory cytokine receptorsAP1S1CGAS, STING1AP1S1CXCL10AP1S1PFN1APPPSMCAPPNOMO1CGAS, STING1CXCL10CGAS, STING1PFN1CXCL10PSMCCXCL10NOMO1AP1S1Cell-type specific vulnerability markersCell-type specific vulnerability markersTNFRSF25Cell-type specific vulnerability markersMitochondrial respiratory complexes and inflammatory cytokine receptorsCGAS, STING1Cell-type specific vulnerability markersCXCL10Cell-type specific vulnerability markersCell-type specific vulnerability markersPFN1GPX4PSMCGPX4NOMO1CGAS, STING1Mitochondrial respiratory complexes and inflammatory cytokine receptorsCXCL10Mitochondrial respiratory complexes and inflammatory cytokine receptorsMitochondrial respiratory complexes and inflammatory cytokine receptorsPFN1NOMO1PSMCMitochondrial respiratory complexes and inflammatory cytokine receptorsTNFRSF25CGAS, STING1TNFRSF25CXCL10TNFRSF25PFN1TNFRSF25

co discussed (48)

TREM2LAMP1TREM2NLGN1C3C1QAC3LAMP1C3NLGN1
▸ Show 43 more
C3ACSL4C1QALAMP1C1QANLGN1C1QAACSL4LAMP1NLGN1LAMP1ACSL4NLGN1ACSL4ACSL4MOGACSL4LAMP1ACSL4C1QAACSL4NLGN1ACSL4TFEBACSL4C3MOGLAMP1MOGC1QAMOGNLGN1MOGTFEBMOGTREM2MOGC3LAMP1C1QALAMP1C3C1QATFEBC1QAC3NLGN1TFEBNLGN1TREM2NLGN1C3TFEBC3NLGN1LAMP1NLGN1C1QANLGN1MOGTREM2MOGLAMP1MOGC3TFEBC3MOGTFEBC1QATFEBMOGC1QAMOGC1QCD47C1QATNFDNMT1TFEBLAMP2P62DLG4SYPABCB1GPX4

codes for subunit (1)

PSMCproteasome_complex

contributes to (1)

ferroptosissynucleinopathy

controls (1)

PFN1cytoskeletal_checkpoints

damages (1)

CD8_T_cellsoligodendrocytes

downregulates (2)

agingAP1S1agingPFN1

enhances (1)

ACEamyloid_clearance

implicated in (19)

h-2c776894neurodegenerationh-9588dd18neurodegenerationh-724e3929neurodegenerationh-0d576989neurodegenerationh-9a721223neurodegeneration
▸ Show 14 more
h-1e28311bneurodegenerationh-e003a35eneurodegenerationh-d9604ebfneurodegenerationh-245c3e93neurodegenerationh-3da804f5neurodegenerationh-08a79bc5neurodegenerationh-7857b01bneurodegenerationh-bbe4540fneurodegenerationh-c5698ce3neurodegenerationh-7dfdc5d7neurodegenerationh-0f2b2111neurodegenerationh-4639c944neurodegenerationh-678435d0neurodegenerationh-cd49366cneurodegeneration

increases (1)

agingcytokine_secretion

induces (1)

CDKN2Acellular_senescence

inhibits (1)

CD300Finflammaging

involved in (1)

C4Bclassical_complement_cascade

maintains (1)

proteasome_complexproteostasis

mediates (1)

APPcholinergic_vulnerability

modulates (1)

STING1NAD_metabolism

participates in (1)

C4BClassical complement cascade

prevents (2)

vesicular_transportneurodegenerationcytoskeletal_checkpointsmicroglial_senescence

promotes (3)

CXCL10white_matter_degenerationSTING1microglial_senescenceTNFRSF25cognitive_decline

recruits (1)

CXCL10CD8_T_cells

regulates (3)

TREM2microglial_activationNOMO1ER_homeostasisAP1S1vesicular_transport

suppresses (1)

cytokine_secretionmitochondrial_metabolism

targets (5)

h-9588dd18PSMCh-9a721223NOMO1h-7857b01bCD300Fh-4639c944AP1S1h-678435d0TNFRSF25

upregulates (1)

agingCXCL10

Mechanism Pathway for GPX4

Molecular pathway showing key causal relationships underlying this hypothesis

graph TD
    ACE["ACE"] -->|co associated with| GPX4["GPX4"]
    APP["APP"] -->|co associated with| GPX4_1["GPX4"]
    GPX4_2["GPX4"] -->|co associated with| PSMC["PSMC"]
    GPX4_3["GPX4"] -->|co associated with| NOMO1["NOMO1"]
    ABCB1["ABCB1"] -->|co discussed| GPX4_4["GPX4"]
    style ACE fill:#ce93d8,stroke:#333,color:#000
    style GPX4 fill:#ce93d8,stroke:#333,color:#000
    style APP fill:#ce93d8,stroke:#333,color:#000
    style GPX4_1 fill:#ce93d8,stroke:#333,color:#000
    style GPX4_2 fill:#ce93d8,stroke:#333,color:#000
    style PSMC fill:#ce93d8,stroke:#333,color:#000
    style GPX4_3 fill:#ce93d8,stroke:#333,color:#000
    style NOMO1 fill:#ce93d8,stroke:#333,color:#000
    style ABCB1 fill:#ce93d8,stroke:#333,color:#000
    style GPX4_4 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

Gene expression changes in aging mouse brain predicting neurodegenerative vulnerability

neurodegeneration | 2026-04-03 | completed

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