Brain Insulin Resistance with Glucose Transporter Dysfunction

Target: GLUT3/GLUT4 Composite Score: 0.596 Price: $0.63▲52.8% Citation Quality: Pending neurodegeneration Status: proposed
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🟡 ALS / Motor Neuron Disease 🔴 Alzheimer's Disease 🔥 Neuroinflammation 🧠 Neurodegeneration
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✓ All Quality Gates Passed
Evidence Strength Pending (0%)
9
Citations
3
Debates
7
Supporting
3
Opposing
Quality Report Card click to collapse
C+
Composite: 0.596
Top 45% of 1875 hypotheses
T3 Provisional
Single-source or model-inferred
Needs composite score ≥0.60 (current: 0.60) for Supported
C+ Mech. Plausibility 15% 0.50 Top 76%
C+ Evidence Strength 15% 0.50 Top 57%
C+ Novelty 12% 0.50 Top 82%
C+ Feasibility 12% 0.50 Top 65%
C+ Impact 12% 0.50 Top 84%
C+ Druggability 10% 0.50 Top 57%
C+ Safety Profile 8% 0.50 Top 57%
C+ Competition 6% 0.50 Top 77%
C+ Data Availability 5% 0.50 Top 71%
C+ Reproducibility 5% 0.50 Top 63%
Evidence
7 supporting | 3 opposing
Citation quality: 85%
Debates
1 session B+
Avg quality: 0.73
Convergence
1.00 A+ 30 related hypothesis share this target

From Analysis:

Metabolic reprogramming in neurodegenerative disease

How does metabolic reprogramming (glucose metabolism shifts, brain insulin resistance, ketone body utilization) affect neuronal survival in neurodegenerative diseases? What metabolic interventions (ketogenic diet, GLP-1 agonists, metformin) show therapeutic promise?

→ View full analysis & debate transcript

Description

Mechanistic Overview


Brain Insulin Resistance with Glucose Transporter Dysfunction starts from the claim that modulating GLUT3/GLUT4 within the disease context of neurodegeneration can redirect a disease-relevant process. The original description reads: "Brain Insulin Resistance with Glucose Transporter Dysfunction proposes that neuronal insulin signaling failure — a central metabolic feature of Alzheimer's disease often called "type 3 diabetes" — drives neurodegeneration through impaired glucose transporter (GLUT3/GLUT4) trafficking, energy crisis, and compensatory metabolic shifts that exacerbate tau phosphorylation and amyloid pathology.

...

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Curated Mechanism Pathway

Curated pathway diagram from expert analysis

graph TD
    A["Brain Insulin Signaling"] --> B["Insulin Receptor Activation"]
    B --> C["PI3K/AKT Pathway"]
    C --> D["GLUT3/GLUT4 Translocation to Membrane"]
    D --> E["Neuronal Glucose Uptake"]

    F["Insulin Resistance in AD"] --> G["Impaired PI3K/AKT"]
    G --> H["Failed GLUT3/GLUT4 Trafficking"]
    H --> I["Neuronal Glucose Deficit"]

    I --> J["Energy Crisis / ATP Depletion"]
    J --> K["Compensatory Metabolic Shifts"]
    K --> L["Increased GSK3beta Activity"]
    L --> M["Tau Hyperphosphorylation"]

    I --> N["Impaired Abeta Clearance"]
    N --> O["Amyloid Accumulation"]

    M --> P["Neurofibrillary Tangles"]
    O --> P
    P --> Q["Neurodegeneration"]

    R["Insulin Sensitizer Therapy"] --> S["Restore GLUT3/GLUT4 Trafficking"]
    S --> T["Normalized Glucose Uptake"]
    T --> U["Restored Energy Metabolism"]
    U --> V["Neuroprotection"]

    style F fill:#4a1942,stroke:#ce93d8,color:#e0e0e0
    style R fill:#1a3a4a,stroke:#4fc3f7,color:#e0e0e0
    style T fill:#1a3a2a,stroke:#81c784,color:#e0e0e0
    style V fill:#2a3a1a,stroke:#c5e1a5,color:#e0e0e0

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 0.50 (15%) Evidence 0.50 (15%) Novelty 0.50 (12%) Feasibility 0.50 (12%) Impact 0.50 (12%) Druggability 0.50 (10%) Safety 0.50 (8%) Competition 0.50 (6%) Data Avail. 0.50 (5%) Reproducible 0.50 (5%) KG Connect 0.20 (8%) 0.596 composite
10 citations 10 with PMID 8 medium Validation: 85% 7 supporting / 3 opposing
For (7)
6
2
(3) Against
High Medium Low
High Medium Low
Evidence Matrix — sortable by strength/year, click Abstract to expand
Evidence Types
4
5
1
MECH 4CLIN 5GENE 1EPID 0
ClaimStanceCategorySourceStrength ↕Year ↕Quality ↕PMIDsAbstract
Brain insulin resistance with IRS-1 inhibitory pho…SupportingMECHJ Clin Invest MEDIUM2012-PMID:22869107
Intranasal insulin improves verbal memory and pres…SupportingMECHJ Alzheimers Di… MEDIUM2017-PMID:28549498-
GLP-1 receptor agonists reduce dementia risk 35-50…SupportingCLINLancet Reg Heal… MEDIUM2022-PMID:35260044
GSK-3β activation from insulin resistance drives t…SupportingMECHJ Biol Chem MEDIUM2007-PMID:17301168
FDG-PET glucose hypometabolism precedes AD clinica…SupportingCLINProc Natl Acad … MEDIUM2005-PMID:16306392
Aβ oligomers directly impair insulin receptor sign…SupportingGENESci Transl Med MEDIUM2012-PMID:22179316
GLUT1 reduction in AD brain may be a consequence o…OpposingCLINMol Neurodegene… MEDIUM2015-PMID:26236760
Brain metabolic imaging shows compensatory upregul…OpposingCLINNeurobiol Aging MEDIUM2016-PMID:26900127
Investigates altered Glut4 and insulin signaling i…SupportingMECHJ Neurochem MODERATE20250.33PMID:41369048
Intranasal insulin trials (SNIFF-120) showed no si…OpposingCLINJAMA Neurol STRONG2020-PMID:31566651
Legacy Card View — expandable citation cards

Supporting Evidence 7

Brain insulin resistance with IRS-1 inhibitory phosphorylation is a core feature of AD MEDIUM
J Clin Invest · 2012 · PMID:22869107
ABSTRACT

To estimate the in vitro ungual penetration depth of sodium fluorescein and nile blue chloride by laser scanning confocal microscopy. The depth, uniformity and pathways of penetration of both markers into human nail during passive and iontophoretic experiments were investigated. The penetration of sodium fluorescein into the dorsal, ventral and intermediate layers of the nail was also studied. Transversal images were used to estimate directly the relative penetration of the markers with respect

Intranasal insulin improves verbal memory and preserves brain glucose metabolism in MCI/AD MEDIUM
J Alzheimers Dis · 2017 · PMID:28549498
GLP-1 receptor agonists reduce dementia risk 35-50% in T2DM patients MEDIUM
Lancet Reg Health Eur · 2022 · PMID:35260044
ABSTRACT

Long non-coding RNAs (lncRNAs) are crucial regulators of cancer pathogenesis and are potentially useful diagnostic and prognostic biomarker tools. FAM83H antisense RNA1 (FAM83H-AS1) has been reported to be a vital regulator of different cancers; however, little attention has been paid to its significance in lung cancer. Non-tumorigenic lung cell line BEAS-2B and adenocarcinoma lung cancer cell lines NCI-H1299 and HCC827 were used in the present study. In addition, RNA immunoprecipitation, Wester

GSK-3β activation from insulin resistance drives tau hyperphosphorylation at AD-relevant epitopes MEDIUM
J Biol Chem · 2007 · PMID:17301168
ABSTRACT

Mu-opioid stimulation of cubic millimeter hedonic hotspots in either the nucleus accumbens shell (NAc) or the ventral pallidum (VP) amplifies hedonic "liking" reactions to sweetness and appetitive "wanting" for food reward. How do these two NAc-VP hotspots interact? To probe their interaction and limbic circuit properties, we assessed whether opioid activation of one hotspot recruited the other hotspot (neurobiologically) and whether opioid hedonic and incentive motivational amplification by eit

FDG-PET glucose hypometabolism precedes AD clinical symptoms by 10-15 years MEDIUM
Proc Natl Acad Sci · 2005 · PMID:16306392
ABSTRACT

Transmembrane chemoreceptors in Escherichia coli utilize ligand-binding domains for detecting various external signals. The structure of this domain in the E.coli aspartate receptor, Tar, is known and its signal transduction mechanism is under investigation. Current domain models for this important sensory module are inaccurate and, therefore, cannot reveal the distribution of this domain within the current genomic landscape. We carried out sensitive and exhaustive PSI-BLAST searches initiated w

Aβ oligomers directly impair insulin receptor signaling through TNF-α-JNK pathway activation MEDIUM
Sci Transl Med · 2012 · PMID:22179316
ABSTRACT

Sirt1, a NAD-dependent protein deacetylase, has emerged as a key regulator of mammalian transcription in response to cellular metabolic status and stress. Here we show that Sirt1 has a neuroprotective role in models of Huntington's disease, an inherited neurodegenerative disorder caused by a glutamine repeat expansion in huntingtin protein (HTT). Brain-specific knockout of Sirt1 results in exacerbation of brain pathology in a mouse model of Huntington's disease, whereas overexpression of Sirt1 i

Investigates altered Glut4 and insulin signaling in a neurological disease model, providing insights into neur… MODERATE
Investigates altered Glut4 and insulin signaling in a neurological disease model, providing insights into neuronal and astrocytic glucose transport mechanisms.
J Neurochem · 2025 · PMID:41369048 · Q:0.33
ABSTRACT

1. J Neurochem. 2025 Dec;169(12):e70320. doi: 10.1111/jnc.70320. Altered Glut4, IRAP, and Brain Insulin Signaling in a Mouse Model of Epilepsy and Contributions to Glucose Transport in Neurons and...

Opposing Evidence 3

Intranasal insulin trials (SNIFF-120) showed no significant cognitive benefit in ApoE4 non-carriers STRONG
JAMA Neurol · 2020 · PMID:31566651
ABSTRACT

Few health systems have adopted effective dementia care management programs. The Care Ecosystem is a model for delivering care from centralized hubs across broad geographic areas to caregivers and persons with dementia (PWDs) independently of their health system affiliations. To determine whether the Care Ecosystem is effective in improving outcomes important to PWDs, their caregivers, and payers beyond those achieved with usual care. A single-blind, randomized clinical trial with a pragmatic de

GLUT1 reduction in AD brain may be a consequence of neuronal loss rather than a causative mechanism MEDIUM
Mol Neurodegener · 2015 · PMID:26236760
ABSTRACT

Neuromyelitis optica (NMO) (and NMO spectrum disorder) is an autoimmune inflammatory disease of the CNS primarily affecting spinal cord and optic nerves. Reliable and sensitive biomarkers for onset, relapse, and progression in NMO are urgently needed because of the heterogeneous clinical presentation, severity of neurologic disability following relapses, and variability of therapeutic response. Detecting aquaporin-4 (AQP4) antibodies (AQP4-IgG or NMO-IgG) in serum supports the diagnosis of serop

Brain metabolic imaging shows compensatory upregulation of ketone utilization in insulin-resistant brain regio… MEDIUM
Brain metabolic imaging shows compensatory upregulation of ketone utilization in insulin-resistant brain regions
Neurobiol Aging · 2016 · PMID:26900127
ABSTRACT

Tribal herbal practitioners of Pakistan use Alternanthera sessilis (Amaranthaceae) to treat diarrhea, asthma and hypertension. The current study was conducted to provide mechanistic basis for anti-spasmodic, anti- asthmatic and anti-hypertensive use of Alternanthera sessilis. The crude ethanolic extract of Alternanthera sessilis (As.Cr) and its fractions were tested in- vitro on isolated rabbit tissue preparations (i.e., jejunum, trachea, and aorta) and in-vivo in ketamin-diazepam anaesthetized

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 | 2026-04-02 | View Analysis
🧬 Theorist Proposes novel mechanisms and generates creative hypotheses

Novel Hypotheses: Metabolic Reprogramming in Neurodegeneration

Hypothesis 1: The Mitochondrial-Lysosomal Metabolic Coupling Dysfunction

Title: Impaired TFEB-mediated metabolic coupling between mitochondria and lysosomes drives neuronal death through defective protein aggregate clearance

Mechanism: In neurodegeneration, metabolic stress disrupts the TFEB (Transcription Factor EB) signaling cascade, which normally coordinates mitochondrial biogenesis with lysosomal function. This uncoupling prevents neurons from adequately clearing misfolded proteins while simultaneously reducing

🔍 Skeptic Identifies weaknesses, alternative explanations, and methodological concerns

Rigorous Critique: Fundamental Flaws in Metabolic Neurodegeneration Hypotheses

I'll dissect each hypothesis with the precision of a forensic pathologist examining questionable evidence.

Hypothesis 1: TFEB Mitochondrial-Lysosomal Coupling

Critical Weaknesses:

  • Correlation ≠ Causation Fallacy: TFEB dysfunction could be consequence, not cause of neurodegeneration
  • Mechanistic Hand-Waving: "Toxic feedback loop" is descriptive, not explanatory. What are the molecular kinetics?
  • Oversimplified Binary Logic: Assumes TFEB either works or doesn't, ignoring dose-

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

Expert Analysis: Metabolic Reprogramming in Neurodegeneration

Core Metabolic Disruptions in Neurodegeneration

The hypotheses touch on real phenomena, but let me provide the established mechanistic framework:

Glucose Hypometabolism Cascade:

  • Primary defect: Reduced glucose uptake (GLUT1/GLUT3 dysfunction) precedes neuronal death
  • Secondary effects: Impaired glycolysis → reduced pyruvate → compromised TCA cycle
  • Tertiary consequences: Decreased NADPH production → oxidative stress → protein aggregation
Brain Insulin Resistance Mechanism:
  • **IRS-1/2 serine ph

Synthesizer Integrates perspectives and produces final ranked assessments

Price History

0.190.370.56 created: market_dynamics (2026-04-02T21:38)score_update: market_dynamics (2026-04-02T21:38)score_update: market_dynamics (2026-04-02T23:58)evidence: market_dynamics (2026-04-03T00:25)debate: market_dynamics (2026-04-03T01:19)evidence: market_dynamics (2026-04-03T03:33)evidence: market_dynamics (2026-04-03T06:29)debate: market_dynamics (2026-04-03T06:38)debate: market_dynamics (2026-04-03T06:44)score_update: market_dynamics (2026-04-03T06:58)score_update: market_dynamics (2026-04-03T09:23)evidence: evidence_batch_update (2026-04-04T09:08)evidence: evidence_batch_update (2026-04-13T02:18)evidence: evidence_batch_update (2026-04-13T02:18) 0.75 0.00 2026-04-022026-04-122026-04-27 Market PriceScoreevidencedebate 193 events
7d Trend
Stable
7d Momentum
▲ 0.0%
Volatility
Low
0.0102
Events (7d)
3
⚡ Price Movement Log Recent 15 events
Event Price Change Source Time
📄 New Evidence $0.430 ▲ 2.5% evidence_batch_update 2026-04-13 02:18
📄 New Evidence $0.420 ▲ 5.4% evidence_batch_update 2026-04-13 02:18
Recalibrated $0.398 ▼ 1.4% 2026-04-10 15:58
Recalibrated $0.404 ▲ 1.7% 2026-04-10 15:53
Recalibrated $0.397 ▲ 0.3% 2026-04-08 18:39
Recalibrated $0.396 ▼ 0.8% 2026-04-04 16:38
Recalibrated $0.399 ▼ 2.9% 2026-04-04 16:02
📄 New Evidence $0.411 ▲ 3.4% evidence_batch_update 2026-04-04 09:08
Recalibrated $0.398 ▼ 44.1% 2026-04-03 23:46
📊 Score Update $0.712 ▲ 54.1% market_dynamics 2026-04-03 09:23
📊 Score Update $0.462 ▼ 19.6% market_dynamics 2026-04-03 06:58
💬 Debate Round $0.574 ▼ 20.9% market_dynamics 2026-04-03 06:44
💬 Debate Round $0.726 ▲ 52.9% market_dynamics 2026-04-03 06:38
📄 New Evidence $0.475 ▼ 21.5% market_dynamics 2026-04-03 06:29
📄 New Evidence $0.605 ▲ 478.2% market_dynamics 2026-04-03 03:33

Clinical Trials (4) Relevance: 9%

1
Active
2
Completed
0
Total Enrolled
Phase III
Highest Phase
Semaglutide in Early AD (EVOKE) Phase III
Active · NCT05891496
Intranasal Insulin for MCI/AD (SNIFF) Phase II/III
Completed · NCT01767909
Tideglusib (GSK-3β inhibitor) in AD Phase II
Completed · NCT01350362
Low-Dose Lithium for AD Prevention Phase II
Recruiting · NCT04098666

📚 Cited Papers (27)

[WALANT - Wide Awake Local Anaesthesia No Tourniquet: Complications in elective and acute traumatological Hand Surgery Procedures].
Handchirurgie, Mikrochirurgie, plastische Chirurgie : Organ der Deutschsprachigen Arbeitsgemeinschaft fur Handchirurgie : Organ der Deutschsprachigen Arbeitsgemeinschaft fur Mikrochirurgie der Peripheren Nerven und Gefasse : Organ der V... (2022) · PMID:35168268
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
1 figure
FIG 1
FIG 1
Circular genome map of Geobacter sp. strain FeAm09, generated by using DNAPlotter from Artemis version 18.1.0 (Wellcome Sanger Institute) ( 21 ). From the outside to the center: ...
pmc_api
Engineering complex communities by directed evolution.
Nature ecology & evolution (2021) · PMID:33986540
9 figures
Extended Data Figure 1.
Extended Data Figure 1.
Non-additive function, costly function, and two empirically motivated functions. (A) Illustration of the different types of community function we have considered. In addition to th...
pmc_api
Extended Data Figure 2.
Extended Data Figure 2.
Alternative ecological scenarios with metabolic cross-feeding. Besides the rich medium without cross-feeding shown in the main text, we have included two other ecological scenarios...
pmc_api
4 figures
Fig. 1.
Fig. 1.
Sonographic image of OCD of the humeral capitellum in the sagittal plane showing irregularity and discontinuity of the subchondral bone.
pmc_api
Fig. 2.
Fig. 2.
(A) Radiograph taken at the first examination showing an osteochondral lesion on the lateral side of the capitellum and new bone formation along the lateral side of capitellum (arr...
pmc_api
Four-helix bundle: a ubiquitous sensory module in prokaryotic signal transduction.
Bioinformatics (Oxford, England) (2007) · PMID:16306392
No extracted figures yet
Opioid limbic circuit for reward: interaction between hedonic hotspots of nucleus accumbens and ventral pallidum.
The Journal of neuroscience : the official journal of the Society for Neuroscience (2007) · PMID:17301168
No extracted figures yet
No extracted figures yet
No extracted figures yet
Update on biomarkers in neuromyelitis optica.
Neurology(R) neuroimmunology & neuroinflammation (2015) · PMID:26236760
No extracted figures yet
No extracted figures yet
From the shortest to the tallest
Annales d'Endocrinologie (2017) · PMID:28549498
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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⚔ Arena Performance

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📊 Resource Economics & ROI

Moderate Efficiency Resource Efficiency Score
0.67
39.6th percentile (776 hypotheses)
Tokens Used
5,739
KG Edges Generated
5
Citations Produced
9

Cost Ratios

Cost per KG Edge
191.30 tokens
Lower is better (baseline: 2000)
Cost per Citation
573.90 tokens
Lower is better (baseline: 1000)
Cost per Score Point
10787.59 tokens
Tokens / composite_score

Score Impact

Efficiency Boost to Composite
+0.067
10% weight of efficiency score
Adjusted Composite
0.663

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$0.4130.510

📋 Reviews View all →

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 GLUT3/GLUT4.

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Run scripts/backfill_clinvar_variants.py to fetch P/LP/VUS variants.

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⚖️ Governance History

No governance decisions recorded for this hypothesis.

Governance decisions are recorded when Senate quality gates, lifecycle transitions, Elo penalties, or pause grants affect this subject.

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Wiki Pages

MET ProteinproteinMET - MET Proto-Oncogene, Receptor Tyrosine KinasegeneGLUT3 (Glucose Transporter 3) ProteinproteinVGLUT3 GenegeneVGLUT3 ProteinproteinSirtuin Pathway Dysfunction Hypothesis in ParkinsohypothesisIntranasal Insulin and Glutathione for PD (NOSE-PDclinicalinsulin-resistance-admechanismNeurodegenerationdiseaseMitochondria-Lysosome Contact Site (MLCS) DysfuncthypothesisSLC5A1 (Sodium/Glucose Cotransporter 1)geneSNIFF-Combo: Intranasal Insulin + Empagliflozin foclinicalUGDH — UDP-Glucose 6-DehydrogenasegeneOligodendrocyte-Myelin Dysfunction Hypothesis in PhypothesisAlibaba Tongyi Qianwen-Bio (Chinese Biomedical LLMai_tool

KG Entities (11)

AMPKC3CLOCKGFAPGLUT3GLUT4HMGCS2NAMPTPRKAA1TFEBneurodegeneration

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Score: 0.895 | neurodegeneration
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Estimated Development

Estimated Cost
$0
Timeline
2.0 years

🧪 Falsifiable Predictions (2)

2 total 0 confirmed 0 falsified
IF early-stage Alzheimer's disease patients with documented insulin resistance (HOMA-IR > 2.5) receive intranasal insulin therapy (40 IU daily) for 6 months, THEN hippocampal glucose uptake measured by FDG-PET standardized uptake value ratio will increase by ≥15% and CSF total tau/p-tau181 ratios will decrease by ≥20% compared to placebo-treated controls.
pending conf: 0.62
Expected outcome: Significant improvement in cerebral glucose metabolism and reduction in tau pathology biomarkers in the insulin-treated group relative to placebo
Falsified by: No statistically significant difference in FDG-PET uptake or CSF tau biomarkers between treatment and placebo groups after 6 months (p > 0.05), or worsening of glucose metabolism in the treatment group
Method: Randomized double-blind placebo-controlled phase 2 trial enrolling 120 participants with early-stage Alzheimer's disease (MMSE 20-26, confirmed amyloid positivity) and insulin resistance, with FDG-PET neuroimaging and CSF biomarker sampling at baseline and 6 months
IF middle-aged cognitively normal adults with type 2 diabetes mellitus (HbA1c 7-9%) are stratified by baseline GLUT4 expression in peripheral blood mononuclear cells and followed longitudinally, THEN the low-GLUT4 subgroup will exhibit 30-50% greater decline in FDG-PET hippocampal glucose uptake and accelerated amyloid/tau biomarker accumulation over 4 years compared to high-GLUT4 subgroup.
pending conf: 0.55
Expected outcome: Stratification by low GLUT4 expression will identify a subgroup with accelerated neurodegeneration trajectory matching the 50-100% increased AD risk observed in epidemiological studies
Falsified by: No significant difference in longitudinal FDG-PET decline or biomarker accumulation between GLUT4 expression subgroups (hazard ratio < 1.3), indicating GLUT4 dysfunction is not mechanistically linked to AD progression
Method: Prospective 4-year observational cohort study of 400 cognitively normal middle-aged T2DM subjects with annual FDG-PET scans, CSF amyloid/tau biomarkers, cognitive testing (PACC), and PBMC GLUT4/GLUT3 expression quantification via flow cytometry and qPCR

Knowledge Subgraph (28 edges)

associated with (2)

GLUT3neurodegenerationHMGCS2neurodegeneration

co discussed (24)

NAMPTCLOCKNAMPTPRKAA1TFEBPRKAA1TFEBNAMPTPRKAA1NAMPT
▸ Show 19 more

interacts with (2)

GLUT3GLUT4GLUT4GLUT3

Mechanism Pathway for GLUT3/GLUT4

Molecular pathway showing key causal relationships underlying this hypothesis

graph TD
    GLUT3["GLUT3"] -->|associated with| neurodegeneration["neurodegeneration"]
    GLUT3_1["GLUT3"] -->|interacts with| GLUT4["GLUT4"]
    GLUT4_2["GLUT4"] -->|interacts with| GLUT3_3["GLUT3"]
    HMGCS2["HMGCS2"] -->|associated with| neurodegeneration_4["neurodegeneration"]
    NAMPT["NAMPT"] -->|co discussed| CLOCK["CLOCK"]
    NAMPT_5["NAMPT"] -->|co discussed| PRKAA1["PRKAA1"]
    TFEB["TFEB"] -->|co discussed| PRKAA1_6["PRKAA1"]
    TFEB_7["TFEB"] -->|co discussed| NAMPT_8["NAMPT"]
    PRKAA1_9["PRKAA1"] -->|co discussed| NAMPT_10["NAMPT"]
    CLOCK_11["CLOCK"] -->|co discussed| NAMPT_12["NAMPT"]
    NAMPT_13["NAMPT"] -->|co discussed| TFEB_14["TFEB"]
    PRKAA1_15["PRKAA1"] -->|co discussed| TFEB_16["TFEB"]
    style GLUT3 fill:#ce93d8,stroke:#333,color:#000
    style neurodegeneration fill:#ef5350,stroke:#333,color:#000
    style GLUT3_1 fill:#ce93d8,stroke:#333,color:#000
    style GLUT4 fill:#ce93d8,stroke:#333,color:#000
    style GLUT4_2 fill:#ce93d8,stroke:#333,color:#000
    style GLUT3_3 fill:#ce93d8,stroke:#333,color:#000
    style HMGCS2 fill:#ce93d8,stroke:#333,color:#000
    style neurodegeneration_4 fill:#ef5350,stroke:#333,color:#000
    style NAMPT fill:#ce93d8,stroke:#333,color:#000
    style CLOCK fill:#ce93d8,stroke:#333,color:#000
    style NAMPT_5 fill:#ce93d8,stroke:#333,color:#000
    style PRKAA1 fill:#ce93d8,stroke:#333,color:#000
    style TFEB fill:#ce93d8,stroke:#333,color:#000
    style PRKAA1_6 fill:#ce93d8,stroke:#333,color:#000
    style TFEB_7 fill:#ce93d8,stroke:#333,color:#000
    style NAMPT_8 fill:#ce93d8,stroke:#333,color:#000
    style PRKAA1_9 fill:#ce93d8,stroke:#333,color:#000
    style NAMPT_10 fill:#ce93d8,stroke:#333,color:#000
    style CLOCK_11 fill:#ce93d8,stroke:#333,color:#000
    style NAMPT_12 fill:#ce93d8,stroke:#333,color:#000
    style NAMPT_13 fill:#ce93d8,stroke:#333,color:#000
    style TFEB_14 fill:#ce93d8,stroke:#333,color:#000
    style PRKAA1_15 fill:#ce93d8,stroke:#333,color:#000
    style TFEB_16 fill:#ce93d8,stroke:#333,color:#000

3D Protein Structure

🧬 GLUT3 — PDB 4ZWC Click to expand 3D viewer

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

Source Analysis

Metabolic reprogramming in neurodegenerative disease

neurodegeneration | 2026-04-02 | completed

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Same Analysis (2)

The Mitochondrial-Lysosomal Metabolic Coupling Dysfunction
Score: 0.65 · TFEB
The Glial Ketone Metabolic Shunt Hypothesis
Score: 0.61 · HMGCS2
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