🧪
hypothesis

Glycan Pattern Disruption via Metabolic Intervention

Hypothesis

Glycan Pattern Disruption via Metabolic Intervention

Metabolic modulators that alter cellular sugar nucleotide pools (like 2-deoxy-D-glucose analogs) could selectively disrupt the aberrant glycosylation patterns on tau vesicles while preserving normal cellular glycosylation, creating a the.
🧬 HK1🩺 neurodegeneration🎯 Composite 46%💱 $0.52▲6.0%active
EvidencePending (0%)📖 4 cit🗣 1 debates 4 support 2 oppose
✓ All Quality Gates Passed
Mechanistic 0.50 (15%) Evidence 0.50 (15%) Novelty 0.50 (12%) Feasibility 0.50 (12%) Impact 0.00 (12%) Druggability 0.50 (10%) Safety 0.50 (8%) Competition 0.50 (6%) Data Avail. 0.50 (5%) Reproducible 0.50 (5%) KG Connect 0.50 (8%) 0.455 composite
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arXiv PreprintNeurIPSNature MethodsPLOS ONE
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Composite46%

🧪 Overview

Metabolic modulators that alter cellular sugar nucleotide pools (like 2-deoxy-D-glucose analogs) could selectively disrupt the aberrant glycosylation patterns on tau vesicles while preserving normal cellular glycosylation, creating a therapeutic window for intervention.

🧬 Mechanism

🔗 Mechanism from KG for HK1

Auto-built from this analysis's top knowledge-graph edges.

graph TD
    HK1["HK1"] -->|participates in| glucose_metabolism["glucose_metabolism"]
    ST6GAL1["ST6GAL1"] -->|regulates| sialylation["sialylation"]
    MAPT["MAPT"] -->|participates in| vesicle_transport["vesicle_transport"]
    ST6GAL1_1["ST6GAL1"] -->|catalyzes| sialylation_2["sialylation"]
    LGALS3["LGALS3"] -->|regulates| autophagy["autophagy"]
    MGAT5["MGAT5"] -->|catalyzes| N_glycosylation["N_glycosylation"]
    glycan_patterns["glycan_patterns"] -->|characterizes| tau_vesicles["tau_vesicles"]
    n2_deoxy_D_glucose_analogs["2-deoxy-D-glucose analogs"] -->|disrupts| glycosylation_patterns["glycosylation patterns"]
    LGALS3_3["LGALS3"] -->|targets| tau_vesicles_4["tau_vesicles"]
    MGAT5_5["MGAT5"] -->|marks| tau_vesicles_6["tau_vesicles"]
    NEU1["NEU1"] -.->|inhibits| tau_aggregation["tau_aggregation"]
    synthetic_glycan_mimetics["synthetic_glycan_mimetics"] -.->|inhibits| tau_spreading["tau_spreading"]
    style HK1 fill:#ce93d8,stroke:#333,color:#000
    style glucose_metabolism fill:#81c784,stroke:#333,color:#000
    style ST6GAL1 fill:#ce93d8,stroke:#333,color:#000
    style sialylation fill:#ffd54f,stroke:#333,color:#000
    style MAPT fill:#ce93d8,stroke:#333,color:#000
    style vesicle_transport fill:#4fc3f7,stroke:#333,color:#000
    style ST6GAL1_1 fill:#ce93d8,stroke:#333,color:#000
    style sialylation_2 fill:#4fc3f7,stroke:#333,color:#000
    style LGALS3 fill:#ce93d8,stroke:#333,color:#000
    style autophagy fill:#4fc3f7,stroke:#333,color:#000
    style MGAT5 fill:#ce93d8,stroke:#333,color:#000
    style N_glycosylation fill:#4fc3f7,stroke:#333,color:#000
    style glycan_patterns fill:#4fc3f7,stroke:#333,color:#000
    style tau_vesicles fill:#4fc3f7,stroke:#333,color:#000
    style n2_deoxy_D_glucose_analogs fill:#4fc3f7,stroke:#333,color:#000
    style glycosylation_patterns fill:#4fc3f7,stroke:#333,color:#000
    style LGALS3_3 fill:#4fc3f7,stroke:#333,color:#000
    style tau_vesicles_4 fill:#4fc3f7,stroke:#333,color:#000
    style MGAT5_5 fill:#ce93d8,stroke:#333,color:#000
    style tau_vesicles_6 fill:#4fc3f7,stroke:#333,color:#000
    style NEU1 fill:#ce93d8,stroke:#333,color:#000
    style tau_aggregation fill:#4fc3f7,stroke:#333,color:#000
    style synthetic_glycan_mimetics fill:#4fc3f7,stroke:#333,color:#000
    style tau_spreading fill:#4fc3f7,stroke:#333,color:#000

⚖️ Evidence

⚖️ Evidence Matrix4 supports2 contradicts
Supports
Latent trait modeling of tau neuropathology in progressive supranuclear palsy.
Acta Neuropathol2021PMID:33635380medium
Supports
Alcohol drinking exacerbates neural and behavioral pathology in the 3xTg-AD mouse model of Alzheimer's disease.
Int Rev Neurobiol2019PMID:31733664medium
Supports
Dysregulated glucose metabolism in the visual cortex of human subjects with mild cognitive impairment and Alzheimer's disease.
Front Aging Neurosci2026PMID:42038694medium
Supports
Suppression of hnRNP A1 binding to HK1 RNA leads to glycolytic dysfunction in Alzheimer's disease models.
Front Aging Neurosci2023PMID:37744386medium
Contradicts
HK1 and HK2 Beyond Glycolysis: Mitochondrial Interactions and Dual Roles in Metabolism and Cell Fate.
Adv Biol (Weinh)2026PMID:41387352medium
Contradicts
Alcohol drinking exacerbates neural and behavioral pathology in the 3xTg-AD mouse model of Alzheimer's disease.
Int Rev Neurobiol2019PMID:31733664medium
📖 Linked Papers

No linked papers recorded for this hypothesis yet.

🏥 Translation

🧬 3D Protein Structure — HK1

No curated PDB or AlphaFold mapping for HK1 yet. Search RCSB →

💉 Clinical Trials

No clinical trials data linked to this hypothesis yet.

No curated ClinVar variants loaded for this hypothesis.

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

🔍 Search ClinVar for HK1 →

No DepMap CRISPR Chronos data found for HK1.

Run python3 scripts/backfill_hypothesis_depmap.py to populate.

🏆 Tournament

🏆 Arenas / Elo

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📊 Market Indicators

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🔮 Predictions

🔎 Predictions vs Observations2 predictions · 0 with recorded observations
PredictionPredictedObservedStatusConf
IF human iPSC-derived neurons carrying tau mutations are treated with 2-deoxy-D-glucose (2-DG) analog at 500 μM for 72 hours, THEN aberrant sialyl-LewisX glycosylation on tau vesicles will decrease byReduction in pathological sialyl-LewisX epitope on isolated tau vesicles (measured by lectin blot or mass spectrometry) by >40% with selectivity ratio >2.5:1 co— no observation —pending0.25
IF SH-SY5Y cells with doxycycline-inducible mutant tau expression are subjected to HK1 knockdown via siRNA for 48 hours, THEN the abundance of high-mannose N-glycans on purified tau vesicles will decrSignificant reduction in high-mannose N-glycan structures (Man5-Man9 species) on tau vesicles isolated from HK1-knockdown cells, quantified by quantitative glyc— no observation —pending0.20
🔮 Falsifiable Predictions (2)
pendingconf 25%
IF human iPSC-derived neurons carrying tau mutations are treated with 2-deoxy-D-glucose (2-DG) analog at 500 μM for 72 hours, THEN aberrant sialyl-LewisX glycosylation on tau vesicles will decrease by >40% while total cellular protein glycosylation will change by <15%.
Predicted outcome: Reduction in pathological sialyl-LewisX epitope on isolated tau vesicles (measured by lectin blot or mass spectrometry) by >40% with selectivity ratio
Falsification: No differential effect: both pathological tau glycosylation and normal cellular glycosylation change by <20% (indicating lack of therapeutic window) OR pathological tau glycosylation increases rather
pendingconf 20%
IF SH-SY5Y cells with doxycycline-inducible mutant tau expression are subjected to HK1 knockdown via siRNA for 48 hours, THEN the abundance of high-mannose N-glycans on purified tau vesicles will decrease by >50% compared to non-induced controls.
Predicted outcome: Significant reduction in high-mannose N-glycan structures (Man5-Man9 species) on tau vesicles isolated from HK1-knockdown cells, quantified by quantit
Falsification: Tau vesicle glycan composition shows <20% change in high-mannose structures after HK1 knockdown, indicating HK1 is not the critical metabolic node controlling tau glycosylation
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