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Drug Hypotheses

AI-generated drug repurposing candidates for Huntington's Disease. Each hypothesis is scored 0–100 based on mechanistic plausibility and evidence strength. Updated as new experiments run.

We are data scientists, not doctors. Nothing here is medical advice. Always talk to a neurologist or genetic counselor before making any health decisions.

85–100 Strong signal
70–84 Promising
<70 Early exploration
85
/100

HTT1a-selective ASO / RNA therapy

Genetic Exploring

Target: HTT1a transcript isoform / selective mHTT lowering

Selectively targeting the HTT1a isoform provides superior molecular rescue vs. lowering canonical HTT. HTT1a is enriched in disease-vulnerable neurons. Isoform-selective lowering preserves full-length HTT function while eliminating the toxic truncated species, avoiding the safety concerns that limited IONIS-HTTRx at high doses.

✓ Superior rescue vs canonical HTT lowering ✓ ASO CNS delivery clinically validated ✗ No clinical trials yet on HTT1a
90
/100

anle138b

Early stage Preclinical

Target: mHTT oligomers / lipid raft disruption

Oligomer inhibitor that ameliorates pathological phenotypes in HD mouse and cellular models. Exp 7 (lipid-proteostasis cascade) suggests anle138b may also stabilize membrane microdomains, making it potentially active at Stage 1 of the cascade, not just aggregate clearance.

✓ HD mouse model data (June 2026 paper) ✓ Dual mechanism: oligomers + lipid rafts ~ Preclinical only, no HD Phase 1 yet
88
/100

CYP46A1 activators (efavirenz)

Early stage Repurposing

Target: CYP46A1 / cholesterol catabolism / lipid raft stabilization

Exp 7 identified CYP46A1 activation as the top early-stage intervention: restoring cholesterol catabolism stabilizes lipid raft microdomains disrupted by mHTT, potentially preventing the entire downstream proteostasis cascade. Efavirenz (HIV drug) is a known CYP46A1 activator with existing CNS penetrance data.

✓ #1 early intervention from Exp 7 (85% confidence) ✓ Efavirenz already CNS-penetrant ✗ Antiretroviral side effects at therapeutic doses
82
/100

Somatic CRISPR editing of Msh3

Genetic Preclinical

Target: Msh3 / somatic CAG expansion / DNA mismatch repair

June 2026 paper: somatic CRISPR knockout of Msh3 mitigates HD pathology in mice. Msh3 drives somatic CAG repeat expansion in neurons, without it, the repeat stays stable. One-time intervention targeting the root cause of progressive neurodegeneration, not symptoms.

✓ Mitigates HD pathology in mice (2026) ✓ Prevents CAG expansion, root cause ✗ Neuronal CRISPR delivery at scale unsolved
80
/100

Tocilizumab

Downstream Repurposing

Target: IL-6 / neuroinflammation

IL-6 receptor blockade may reduce neuroinflammation driven by mHTT aggregation. NLRP3 inflammasome activation (Exp 5 signal) produces IL-6 as a downstream effector. Tocilizumab is approved for RA/cytokine storm and has CNS penetrance data in other conditions.

✓ Approved drug, safety profile known ~ Addresses downstream inflammation, not cascade root
75
/100

Tcid (UCHL3 inhibitor)

Mid stage Concept

Target: UCHL3 / deubiquitinase / proteostasis

UCHL3 loss-of-function precedes major neuronal decline in HD. Modulating UCHL3 may redirect ubiquitin flux toward mHTT clearance. Exp 7: best used as mid-stage rescue alongside early lipid interventions, doesn't address root cause alone.

✓ UCHL3 knockdown attenuates HD markers in neurons ✗ Counterintuitive mechanism needs validation
72
/100

Axonal transport restorers

Mid stage Exploring

Target: Kinesin-1 / dynein / BDNF vesicle transport

June 2026: polyQ expansions misdirect BDNF vesicle transport toward distal neuronal tips, depleting BDNF from cell bodies under neuroinflammatory stress. Restoring motor/adaptor stoichiometry on BDNF endosomes could rescue striatal neuron survival.

✓ BDNF deficit well-validated in HD ✗ No HD-specific axonal transport drug in pipeline
72
/100

Metformin

Mid stage Repurposing

Target: mTOR / AMPK / autophagy

Promotes autophagy which may help clear mutant HTT aggregates. AMPK activation also intersects with mitochondrial biogenesis, relevant to the Stage 2 copper/energy failure identified in Exp 7. Well-tolerated, cheap, widely available.

✓ Excellent safety profile ~ Downstream, addresses aggregates, not root cause
65
/100

ECM-targeting agents

Downstream Early concept

Target: Extracellular matrix / extracellular mHTT propagation

New 2026 perspective: mHTT is biologically active in the ECM outside cells and may propagate prion-like between neurons. ECM-targeting agents (matrix metalloproteases, hyaluronidase) could prevent mHTT seeding, a mechanism parallel to lecanemab's approach in Alzheimer's.

✓ Supported by CSF/plasma mHTT detection ✗ Propagation hypothesis still early-stage
68
/100

Rapamycin

Mid stage Repurposing

Target: mTOR / autophagy induction

mTOR inhibitor demonstrated clearance of mutant HTT in preclinical models. Autophagy induction helps clear aggregates. Same Stage 3 cascade position as Metformin, but less tolerable for chronic use.

✓ Preclinical mHTT clearance data ✗ Immunosuppression risk at chronic doses
55
/100

Lithium

Downstream Repurposing

Target: TDP-43 / GSK-3β

May reduce TDP-43 phosphorylation and aggregation via GSK-3β inhibition. TDP-43 pathology has been observed in some HD cases. Lithium has a long clinical history but narrow therapeutic window.

45
/100

Riluzole

Downstream Known tested

Target: Glutamate excitotoxicity

Glutamate release inhibitor, may reduce excitotoxicity in HD. Score downgraded: 2026 systematic review confirms glutamatergic drugs show limited evidence for cognitive/functional outcomes in HD, primarily motor symptom management only.

✗ Already tested in HD, limited efficacy ✗ Symptom management only, no disease modification

AI-generated hypotheses for educational purposes only. Not clinical advice. Scores reflect mechanistic plausibility based on published literature, not clinical trial evidence. Sources: Experiments 1–7, PubMed, ClinicalTrials.gov. Ask the chatbot about any of these candidates.