SIRT1 Activation Couples Mitochondrial Biogenesis to Ferroptosis Suppression via PGC1alpha-Dependent GPX4 Upregulation in Post-CA Brain

Target: SIRT1 and PGC1alpha (PPARGC1A) axis Composite Score: 0.824 Price: $0.70▲11.7% Citation Quality: Pending neurodegeneration Status: proposed
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🧠 Neurodegeneration
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✓ All Quality Gates Passed
Evidence Strength Pending (0%)
9
Citations
1
Debates
9
Supporting
4
Opposing
Quality Report Card click to collapse
A
Composite: 0.824
Top 3% of 1875 hypotheses
T4 Speculative
Novel AI-generated, no external validation
Needs 1+ supporting citation to reach Provisional
C+ Mech. Plausibility 15% 0.52 Top 74%
C+ Evidence Strength 15% 0.50 Top 57%
B+ Novelty 12% 0.70 Top 43%
C+ Feasibility 12% 0.50 Top 65%
B Impact 12% 0.65 Top 61%
B Druggability 10% 0.60 Top 42%
C+ Safety Profile 8% 0.55 Top 47%
C+ Competition 6% 0.50 Top 77%
C+ Data Availability 5% 0.50 Top 71%
C Reproducibility 5% 0.45 Top 78%
Evidence
9 supporting | 4 opposing
Citation quality: 0%
Debates
0 sessions
No debates yet
Convergence
0.00 F 30 related hypothesis share this target

Description

Mechanistic Overview


SIRT1 Activation Couples Mitochondrial Biogenesis to Ferroptosis Suppression via PGC1alpha-Dependent GPX4 Upregulation in Post-CA Brain starts from the claim that modulating SIRT1 and PGC1alpha (PPARGC1A) axis within the disease context of neurodegeneration can redirect a disease-relevant process. The original description reads: "## Mechanistic Overview SIRT1 Activation Couples Mitochondrial Biogenesis to Ferroptosis Suppression via PGC1alpha-Dependent GPX4 Upregulation in Post-CA Brain starts from the claim that modulating SIRT1 and PGC1alpha (PPARGC1A) axis within the disease context of neurodegeneration can redirect a disease-relevant process.

...

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Curated Mechanism Pathway

Curated pathway diagram from expert analysis

flowchart TD
    A["NAD+ Availability
NAMPT-Dependent"] B["SIRT1 Activation
NAD+-Dependent Deacetylase"] C["PGC1alpha Deacetylation
Mitochondrial Gene Activation"] D["Mitochondrial Biogenesis
Oxidative Phosphorylation"] E["FOXO Deacetylation
Antioxidant Response"] F["NF-kB p65 Deacetylation
Inflammation Suppression"] G["Tau Deacetylation
Proteasomal Clearance"] H["Neuroprotection
Extended Lifespan"] A --> B B --> C B --> E B --> F B --> G C --> D D --> H E --> H F --> H G --> H style A fill:#1a237e,stroke:#4fc3f7,color:#4fc3f7 style H fill:#1b5e20,stroke:#81c784,color:#81c784

GTEx v10 Brain Expression

JSON

Median TPM across 13 brain regions for SIRT1 and PGC1alpha (PPARGC1A) axis from GTEx v10.

Cerebellar Hemisphere23.4 Cerebellum16.1 Spinal cord cervical c-110.4 Nucleus accumbens basal ganglia6.9 Caudate basal ganglia6.8 Substantia nigra6.7 Hypothalamus6.5 Frontal Cortex BA96.4 Putamen basal ganglia6.1 Hippocampus5.7 Amygdala5.7 Anterior cingulate cortex BA245.3 Cortex5.0median TPM (GTEx v10)

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 0.52 (15%) Evidence 0.50 (15%) Novelty 0.70 (12%) Feasibility 0.50 (12%) Impact 0.65 (12%) Druggability 0.60 (10%) Safety 0.55 (8%) Competition 0.50 (6%) Data Avail. 0.50 (5%) Reproducible 0.45 (5%) KG Connect 0.89 (8%) 0.824 composite
13 citations 13 with PMID 5 medium Validation: 0% 9 supporting / 4 opposing
For (9)
5
No opposing evidence
(4) Against
High Medium Low
High Medium Low
Evidence Matrix — sortable by strength/year, click Abstract to expand
Evidence Types
12
1
MECH 12CLIN 0GENE 1EPID 0
ClaimStanceCategorySourceStrength ↕Year ↕Quality ↕PMIDsAbstract
Role of SIRT1 in autoimmune demyelination and neur…SupportingMECHImmunol Res MEDIUM2015-PMID:25281273-
Trehalose induces autophagy via lysosomal-mediated…SupportingMECHAutophagy MEDIUM2019-PMID:30335591-
SIRT1 and SIRT2: emerging targets in neurodegenera…SupportingMECHEMBO Mol Med MEDIUM2013-PMID:23417962-
Homocysteine interferes with Ndufa1 leading to mit…SupportingGENECell Death Dis MEDIUM2025-PMID:40624018-
Mammalian nucleophagy: process and function.SupportingMECHAutophagy MEDIUM2025-PMID:39827882-
Established model cites SIRT1, PGC1alpha, NAMPT as…SupportingMECH----PMID:41933462-
SIRT1/PGC1alpha signaling governs mitochondrial bi…SupportingMECH----PMID:41933462-
NRF2/HO-1/GPX4 axis is central to ferroptosis prev…SupportingMECH----PMID:38438409-
Mitochondrial Uncoupling Protein-2 ameliorates isc…SupportingMECH----PMID:38874704-
The central mechanistic claim, that PGC1alpha dire…OpposingMECH----PMID:37858064-
Resveratrol reduced ferroptosis through SIRT3 rath…OpposingMECH----PMID:37858064-
Resveratrol has been shown to downregulate GPX4/xC…OpposingMECH----PMID:40535803-
Sirtuin effects on ferroptosis are context-depende…OpposingMECH----PMID:40535803-
Legacy Card View — expandable citation cards

Supporting Evidence 9

Established model cites SIRT1, PGC1alpha, NAMPT as metabolic reprogramming targets with high confidence (0.79)
SIRT1/PGC1alpha signaling governs mitochondrial biogenesis and antioxidant response
NRF2/HO-1/GPX4 axis is central to ferroptosis prevention
Mitochondrial Uncoupling Protein-2 ameliorates ischemic stroke by inhibiting ferroptosis-induced brain injury
Role of SIRT1 in autoimmune demyelination and neurodegeneration. MEDIUM
Immunol Res · 2015 · PMID:25281273
Trehalose induces autophagy via lysosomal-mediated TFEB activation in models of motoneuron degeneration. MEDIUM
Autophagy · 2019 · PMID:30335591
SIRT1 and SIRT2: emerging targets in neurodegeneration. MEDIUM
EMBO Mol Med · 2013 · PMID:23417962
Homocysteine interferes with Ndufa1 leading to mitochondrial dysfunction through repression of the NAD(+)/Sirt… MEDIUM
Homocysteine interferes with Ndufa1 leading to mitochondrial dysfunction through repression of the NAD(+)/Sirt1 pathway in the brain: a possible link between hyperhomocysteinemia and neurodegeneration.
Cell Death Dis · 2025 · PMID:40624018
Mammalian nucleophagy: process and function. MEDIUM
Autophagy · 2025 · PMID:39827882

Opposing Evidence 4

The central mechanistic claim, that PGC1alpha directly transactivates the GPX4 promoter in post-CA brain, is n…
The central mechanistic claim, that PGC1alpha directly transactivates the GPX4 promoter in post-CA brain, is not established
Resveratrol reduced ferroptosis through SIRT3 rather than SIRT1/PGC1alpha, arguing against proposed axis being…
Resveratrol reduced ferroptosis through SIRT3 rather than SIRT1/PGC1alpha, arguing against proposed axis being key mediator
Resveratrol has been shown to downregulate GPX4/xCT and induce ferroptosis in cancer models, highlighting stro…
Resveratrol has been shown to downregulate GPX4/xCT and induce ferroptosis in cancer models, highlighting strong context dependence
Sirtuin effects on ferroptosis are context-dependent, and resveratrol can induce rather than suppress ferropto…
Sirtuin effects on ferroptosis are context-dependent, and resveratrol can induce rather than suppress ferroptosis in some systems
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.

No linked debates yet. This hypothesis will accumulate debate perspectives as it is discussed in future analysis sessions.

Price History

0.600.700.80 created: post_process (2026-04-17T03:50)evidence: evidence_update (2026-04-17T03:50)evidence: evidence_update (2026-04-17T03:50)score_update: market_dynamics (2026-04-17T04:44)debate: market_dynamics (2026-04-17T05:37)debate: market_dynamics (2026-04-17T06:31)debate: market_dynamics (2026-04-17T08:39)evidence: market_dynamics (2026-04-17T12:15)evidence: market_dynamics (2026-04-17T12:59)score_update: market_dynamics (2026-04-17T14:27)score_update: market_dynamics (2026-04-17T15:31)evidence: market_dynamics (2026-04-17T16:33) 0.91 0.50 2026-04-162026-04-172026-04-28 Market PriceScoreevidencedebate 40 events
7d Trend
Falling
7d Momentum
▼ 12.1%
Volatility
High
0.1696
Events (7d)
5
⚡ Price Movement Log Recent 12 events
Event Price Change Source Time
📄 New Evidence $0.576 ▼ 25.8% market_dynamics 2026-04-17 16:33
📊 Score Update $0.776 ▲ 25.3% market_dynamics 2026-04-17 15:31
📊 Score Update $0.619 ▼ 9.4% market_dynamics 2026-04-17 14:27
📄 New Evidence $0.683 ▲ 31.0% market_dynamics 2026-04-17 12:59
📄 New Evidence $0.522 ▼ 23.9% market_dynamics 2026-04-17 12:15
💬 Debate Round $0.685 ▲ 7.1% market_dynamics 2026-04-17 08:39
💬 Debate Round $0.639 ▼ 27.8% market_dynamics 2026-04-17 06:31
💬 Debate Round $0.885 ▲ 39.4% market_dynamics 2026-04-17 05:37
📊 Score Update $0.635 ▲ 19.8% market_dynamics 2026-04-17 04:44
📄 New Evidence $0.530 ▼ 9.5% evidence_update 2026-04-17 03:50
📄 New Evidence $0.586 ▲ 10.5% evidence_update 2026-04-17 03:50
Listed $0.530 post_process 2026-04-17 03:50

Clinical Trials (5)

0
Active
0
Completed
0
Total Enrolled
PHASE1
Highest Phase
ACEs, SIRT1, and Premature Vascular Aging in Humans NA
RECRUITING · NCT07073352 · Nathaniel Jenkins
Adverse childhood experiences (ACEs) are directly related to cardiovascular morbidity and mortality, and impaired vascular endothelial function (VEF) is an independent predictor of future cardiovascul
Adverse Childhood Experiences Endothelial Dysfunction
Sirtuin-NAD Activator in Alzheimer's Disease PHASE1
ACTIVE_NOT_RECRUITING · NCT05040321 · Brigham and Women's Hospital
The primary objectives are to: 1. To determine whether MIB-626, after its daily oral administration, penetrates the blood-brain barrier in humans by measuring the cerebrospinal fluid (CSF) concentrat
Alzheimer's Disease (Incl Subtypes) Dementia
Susceptibility to Infectious Diseases in obEsity: an endocRine trAnslational socioLogic Evaluation, "SIDERALE" NA
RECRUITING · NCT06236932 · Federico II University
Obesity is a life-threatening disease, defined by excessive fat accumulation that increases the risk of other diseases such as cardiovascular events, hypertension, diabetes and cancer. Obesity is also
Obesity Type2diabetes Lipodystrophy
Effect of Liraglutide on Clock Genes NA
UNKNOWN · NCT02783196 · Tel Aviv University
This study is undertaken to search whether glucagon-like peptide-1 (GLP-1) analogue, Liraglutide, by enhancing clock gene and AMPK-SIRT-1 mRNA expression, may reverse the metabolic abnormalities of ty
Type 2 Diabetes
Effect of Glucocorticoids on Inflammation and Bone Metabolism in Patients With Glomerular Disease NA
UNKNOWN · NCT04987450 · Medical University of Lodz
The aim of the study is to assess the influence of high doses of intravenous corticosteroids on plasma inflammation and bone markers in patients with primary glomerular disease. The study would includ
Glomerular Disease

📚 Cited Papers (13)

SIRT1 and SIRT2: emerging targets in neurodegeneration.
EMBO molecular medicine (2013) · PMID:23417962
No extracted figures yet
Role of SIRT1 in autoimmune demyelination and neurodegeneration.
Immunologic research (2015) · PMID:25281273
No extracted figures yet
Multiple Sclerosis Pathology.
Cold Spring Harbor perspectives in medicine (2018) · PMID:29358320
No extracted figures yet
No extracted figures yet
Neurodegeneration and Inflammation-An Interesting Interplay in Parkinson's Disease.
International journal of molecular sciences (2020) · PMID:33182554
No extracted figures yet
No extracted figures yet
No extracted figures yet
No extracted figures yet
Mammalian nucleophagy: process and function.
Autophagy (2025) · PMID:39827882
No extracted figures yet
No extracted figures yet
No extracted figures yet
No extracted figures yet

📅 Citation Freshness Audit

Freshness score = exp(-age×ln2/5): halves every 5 years. Green >0.6, Amber 0.3–0.6, Red <0.3.

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📙 Related Wiki Pages (0)

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📓 Linked Notebooks (0)

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📊 Resource Economics & ROI

High Efficiency Resource Efficiency Score
1.00
100.0th percentile (776 hypotheses)
Tokens Used
1
KG Edges Generated
0
Citations Produced
9

Cost Ratios

Cost per KG Edge
1.00 tokens
Lower is better (baseline: 2000)
Cost per Citation
0.12 tokens
Lower is better (baseline: 1000)
Cost per Score Point
1.37 tokens
Tokens / composite_score

Score Impact

Efficiency Boost to Composite
+0.100
10% weight of efficiency score
Adjusted Composite
0.924

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
2026-04-17T09:10$0.8050.580

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Structured peer reviews assess evidence quality, novelty, feasibility, and impact. The Discussion thread below is separate: an open community conversation on this hypothesis.

💬 Discussion

No DepMap CRISPR Chronos data found for SIRT1 and PGC1alpha (PPARGC1A) axis.

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⚖️ Governance History

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Linked Experiments (1)

Irisin effects on osteogenic differentiation in mesenchymal stem cellsexploratory | tests | 0.90

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Estimated Development

Estimated Cost
$0
Timeline
0 months

🧪 Falsifiable Predictions (4)

4 total 0 confirmed 0 falsified
If SIRT1 activation suppresses ferroptosis via PGC1alpha-dependent GPX4 upregulation, then SIRT1 agonists will increase PGC1alpha nuclear localization, upregulate GPX4 expression, reduce lipid peroxidation, and provide neuroprotection in an in vivo stroke model.
pending conf: 0.50
Expected outcome: MCAO mice receiving SRT2104 (100 mg/kg, oral, 7 days pre-MCAO + 3 days post) show increased hippocampal and cortical GPX4 (2-3 fold by IHC), reduced 4-HNE and MDA levels (40-60% reduction), preserved hippocampal CA1 neurons (60-80% survival vs. 20-30% in vehicle), and improved sensorimotor scores.
Falsified by: SIRT1 agonism fails to upregulate GPX4 or reduce ferroptosis markers; lipid peroxidation persists and neuronal survival is unchanged, indicating SIRT1 does not regulate this axis.
IF SIRT1 is pharmacologically activated (SRT2104, 50mg/kg, i.p.) immediately upon reperfusion in a rat cardiac arrest model (asphyxia-induced CA, 6min) THEN GPX4 protein expression and enzymatic activity will increase by ≥50% relative to vehicle controls within 24-72h post-resuscitation, AND mitochondrial DNA copy number and mitochondrial mass markers (TOMM20, COX IV) will increase in parallel, using adult male Sprague-Dawley rats subjected to 6min asphyxial cardiac arrest followed by CPR.
pending conf: 0.72
Expected outcome: GPX4 protein levels (western blot) will increase significantly (p<0.01) along with GPX4 enzymatic activity (lipid hydroperoxide reduction assay) in cortical and hippocampal tissues. Mitochondrial biogenesis will be confirmed by qPCR measurement of mtDNA/nuclear DNA ratio and electron microscopy quantification of mitochondrial density.
Falsified by: If SIRT1 activation produces no change or a decrease in GPX4 expression, OR if GPX4 upregulation occurs without corresponding mitochondrial biogenesis markers, the hypothesized coupling mechanism is falsified. Additionally, if pharmacologic SIRT1 activation fails to increase NAD+/NADH ratio in brain tissue at the time of measurement, the upstream premise of the hypothesis is invalidated.
Method: Adult male Sprague-Dawley rats (280-320g, n=10/group) subjected to 6min asphyxial cardiac arrest via tracheal occlusion, followed by CPR with epinephrine. SRT2104 (50mg/kg) or vehicle (10% DMSO, 20% Cremophor) administered i.p. at 15min and 24h post-ROSC. Brain tissue harvested at 24h, 72h, and 7d for molecular analyses. Sham surgery controls included. Outcome assessors blinded to treatment allocation.
IF PGC1alpha is genetically ablated in neurons (neuron-specific Cre-lox system under CamKIIα promoter driving Pgc1a flox excision) prior to cardiac arrest, THEN SIRT1 activation by SRT2104 will fail to upregulate GPX4 expression AND will not suppress ferroptosis markers (4-HNE adducts, C11-BODIPY oxidation) relative to wild-type CA animals receiving SRT2104, using Pgc1a flox/flox;CamKIIα-Cre mice subjected to 8min asphyxial CA.
pending conf: 0.68
Expected outcome: Loss of PGC1alpha will completely abrogate SRT2104-mediated GPX4 upregulation (no significant difference from vehicle controls), with persistent lipid peroxidation (4-HNE immunofluorescence density unchanged from vehicle-treated CA mice). Mitochondrial function assays will show no improvement in complex I/II activity despite SIRT1 activation.
Falsified by: If SRT2104 continues to upregulate GPX4 and suppress ferroptosis even in PGC1alpha knockout neurons, the PGC1alpha-dependency of the SIRT1-GPX4 axis is falsified, suggesting either redundant transcriptional co-activators or direct SIRT1-GPX4 regulation independent of PGC1alpha.
Method: Pgc1a flox/flox mice (n=12/genotype) crossed with CamKIIα-Cre mice for neuron-specific deletion. CA induced by asphyxia (8min). SRT2104 50mg/kg i.p. administered at 15min, 24h, 48h post-ROSC. Neurological deficit scoring at 72h and 7d. Brain tissue collected for western blot (GPX4, PGC1alpha, acetylated proteins), enzymatic activity assays, immunohistochemistry (4-HNE, NeuN, cleaved caspase-3), and mtDNA copy number analysis.
IF GPX4 is pharmacologically inhibited (RSL3, 10mg/kg, i.p.) concurrent with SRT2104 treatment following CA, THEN SIRT1 activation-mediated neuroprotection (improved neurological deficit scores, reduced infarct volume by TUNEL staining) will be abolished, AND survival benefit will be eliminated compared to SRT2104 alone group, using C57BL/6 mice following 9min asphyxial CA.
pending conf: 0.65
Expected outcome: Concurrent GPX4 inhibition will completely block the neuroprotective effects of SIRT1 activation, evidenced by neurological deficit scores returning to vehicle-CA levels and hippocampal CA1 neuron counts similar to vehicle-treated controls. Lipid peroxidation markers will remain elevated despite SRT2104 treatment when GPX4 is inhibited.
Falsified by: If SIRT1 activation continues to provide neuroprotection even with concurrent GPX4 pharmacological inhibition (e.g., via upregulation of compensatory ferroptosis inhibitors like FSP1 or GCH1), the hypothesis that SIRT1 suppression of ferroptosis operates primarily through GPX4 upregulation is falsified, indicating redundant or alternative pathways.
Method: C57BL/6 mice (n=15/group, 25-30g) subjected to 9min asphyxial CA via窒息 with KCl-induced cardiac arrest. SRT2104 (50mg/kg) administered at 15min, 24h, 48h post-ROSC. RSL3 (10mg/kg, i.p.) or vehicle administered at 30min and 24h post-ROSC (time-matched to SRT2104). Primary endpoint: 7-day survival and neurological deficit scoring. Secondary endpoints: brain tissue lipid peroxidation (MDA assay, 4-HNE ELISA), neuronal viability (NeuN+ counting in CA1), and cortical GPX4 activity. Ex vivo brain slic

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3D Protein Structure

🧬 SIRT1 — PDB 4KXQ Click to expand 3D viewer

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Same Analysis (4)

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Score: 0.84 · Labile iron pool (deferoxamine target) and GPX4 (sulforaphane target)
SLC7A11 System Activation Restores Cystine Uptake and GSH Synthesis to
Score: 0.81 · SLC7A11 (system Xc-) and GPX4
Targeting the Mechanistic Link Between AQP4 Dysfunction and Ferroptosi
Score: 0.80 · AQP4 and ACSL4 (key ferroptosis regulator)
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Score: 0.69 · NRF2 (NFE2L2) in brain microvascular endothelial cells
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