From Analysis:
Circuit-level neural dynamics in neurodegeneration
Analyze circuit-level changes in neurodegeneration using Allen Institute Neural Dynamics data. Focus on: (1) hippocampal circuit disruption, (2) cortical dynamics alterations, (3) sensory processing changes. Identify circuit-based therapeutic targets connecting genes, proteins, and brain regions to neurodegeneration phenotypes.
The cholinergic basal forebrain-hippocampal circuit protection hypothesis centers on the intricate molecular interplay between MAPT-encoded tau protein dysfunction and cholinergic neurotransmission. Under physiological conditions, tau protein stabilizes microtubules through its microtubule-binding domain, facilitating axonal transport of synaptic vesicles containing acetylcholine and associated enzymes. However, hyperphosphorylation of tau at specific serine and threonine residues (Ser202/Thr205, Ser396/Ser404, and Thr231) mediated by glycogen synthase kinase-3β (GSK-3β), cyclin-dependent kinase 5 (CDK5), and protein kinase A disrupts this stabilization function.
...No AI visual card yet
Curated pathway diagram from expert analysis
graph TD
A["MAPT gene
expression"]
B["Tau protein
production"]
C["Hyperphosphorylated
tau accumulation"]
D["Locus coeruleus
neurons"]
E["Microtubule
destabilization"]
F["Axonal transport
impairment"]
G["Norepinephrine
release reduction"]
H["Hippocampal
noradrenergic
denervation"]
I["Synaptic plasticity
dysfunction"]
J["Neuroinflammation
activation"]
K["Cellular stress
response failure"]
L["Hippocampal tau
pathology spread"]
M["Memory and
cognitive decline"]
N["Noradrenergic
replacement therapy"]
O["Tau aggregation
inhibitors"]
A -->|"transcription"| B
B -->|"pathological
modification"| C
C -->|"selective
vulnerability"| D
D -->|"tau toxicity"| E
E -->|"transport
disruption"| F
F -->|"neurotransmitter
depletion"| G
G -->|"circuit
disconnection"| H
H -->|"loss of
modulation"| I
H -->|"reduced
anti-inflammatory"| J
H -->|"impaired
neuroprotection"| K
I -->|"functional
decline"| M
J -->|"tissue
damage"| L
K -->|"vulnerability
increase"| L
L -->|"progressive
pathology"| M
N -->|"circuit
restoration"| H
O -->|"tau
reduction"| C
classDef normal fill:#4fc3f7
classDef therapeutic fill:#81c784
classDef pathology fill:#ef5350
classDef outcome fill:#ffd54f
classDef molecular fill:#ce93d8
class A,B,D,G molecular
class E,F,I,K normal
class C,H,J,L pathology
class M outcome
class N,O therapeutic
Median TPM across 13 brain regions for MAPT from GTEx v10.
The hypothesis correctly identifies parvalbumin-positive (PV+) fast-spiking interneurons as critical for gamma oscillation generation in hippocampal CA1. This is well-supported by extensive literature:
Critical flaw: The hypothesis claims tFUS directly activates Nav1.1, Cav2.1, Cav1.3, Piezo1, and TREK-1 to trigger a specific molecular cascade. This assumes:
Target Identification:
|
| Dimension | Score | Rationale |
|-----------|-------|-----------|
| Mechanistic Plausibility | 0.82 | The PV+ interneuron → gamma oscillation link is robustly established (Cardin et al., PMID:19339603; Buzsáki & Wang, 2012). However, the hypothesis overstates mechanistic precision by claiming direct activation of specific voltage-gated channels (Nav1.1, Cav2.1, Cav1.3) via tFUS. Evidence for mechanosensitive activation of these channels remains indirect. |
| **Evidence Str
| Event | Price | Change | Source | Time | |
|---|---|---|---|---|---|
| ⚖ | Recalibrated | $0.509 | ▼ 2.0% | market_dynamics | 2026-04-13 03:33 |
| 📄 | New Evidence | $0.519 | ▲ 1.7% | evidence_batch_update | 2026-04-13 02:18 |
| 📄 | New Evidence | $0.511 | ▲ 5.5% | evidence_batch_update | 2026-04-13 02:18 |
| ⚖ | Recalibrated | $0.484 | ▲ 0.4% | 2026-04-12 10:15 | |
| ⚖ | Recalibrated | $0.482 | ▼ 1.1% | 2026-04-10 15:58 | |
| ⚖ | Recalibrated | $0.488 | ▼ 4.8% | 2026-04-10 15:53 | |
| 📄 | New Evidence | $0.512 | ▼ 8.0% | evidence_update | 2026-04-09 01:50 |
| 📄 | New Evidence | $0.557 | ▲ 15.3% | evidence_update | 2026-04-09 01:50 |
| ⚖ | Recalibrated | $0.483 | ▼ 0.6% | 2026-04-08 22:18 | |
| ⚖ | Recalibrated | $0.486 | ▼ 21.4% | 2026-04-08 18:39 | |
| 📊 | Score Update | $0.618 | ▼ 3.2% | market_dynamics | 2026-04-07 15:52 |
| 💬 | Debate Round | $0.638 | ▲ 5.2% | market_dynamics | 2026-04-07 15:47 |
| 💬 | Debate Round | $0.607 | ▲ 11.0% | market_dynamics | 2026-04-07 15:05 |
| 📊 | Score Update | $0.546 | ▲ 1.1% | market_dynamics | 2026-04-07 12:15 |
| 📄 | New Evidence | $0.541 | ▼ 14.9% | market_dynamics | 2026-04-07 12:10 |
No clinical trials data available
Freshness score = exp(-age×ln2/5): halves every 5 years. Green >0.6, Amber 0.3–0.6, Red <0.3.
No citation freshness data yet. Export bibliography — run scripts/audit_citation_freshness.py to populate.
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.
| Date | Signal Price | Score |
|---|---|---|
| 2026-04-17T09:10 | $0.685 | 0.538 |
Structured peer reviews assess evidence quality, novelty, feasibility, and impact. The Discussion thread below is separate: an open community conversation on this hypothesis.
No DepMap CRISPR Chronos data found for MAPT.
Run python3 scripts/backfill_hypothesis_depmap.py to populate.
No curated ClinVar variants loaded for this hypothesis.
Run scripts/backfill_clinvar_variants.py to fetch P/LP/VUS variants.
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.
Molecular pathway showing key causal relationships underlying this hypothesis
graph TD
MAPT["MAPT"] -->|disrupts| hippocampal_circuit["hippocampal_circuit"]
MAPT_1["MAPT"] -->|associated with| neuroscience["neuroscience"]
MAPT_2["MAPT"] -->|encodes| tau_protein["tau_protein"]
CAMK2A["CAMK2A"] -->|co associated with| MAPT_3["MAPT"]
CHAT["CHAT"] -->|co associated with| MAPT_4["MAPT"]
MAPT_5["MAPT"] -->|co associated with| VIP["VIP"]
GRIN2B["GRIN2B"] -->|co associated with| MAPT_6["MAPT"]
MAPT_7["MAPT"] -->|co associated with| PVALB_SST["PVALB/SST"]
AQP4["AQP4"] -->|co discussed| MAPT_8["MAPT"]
style MAPT fill:#ce93d8,stroke:#333,color:#000
style hippocampal_circuit fill:#81c784,stroke:#333,color:#000
style MAPT_1 fill:#ce93d8,stroke:#333,color:#000
style neuroscience fill:#ef5350,stroke:#333,color:#000
style MAPT_2 fill:#ce93d8,stroke:#333,color:#000
style tau_protein fill:#4fc3f7,stroke:#333,color:#000
style CAMK2A fill:#ce93d8,stroke:#333,color:#000
style MAPT_3 fill:#ce93d8,stroke:#333,color:#000
style CHAT fill:#ce93d8,stroke:#333,color:#000
style MAPT_4 fill:#ce93d8,stroke:#333,color:#000
style MAPT_5 fill:#ce93d8,stroke:#333,color:#000
style VIP fill:#ce93d8,stroke:#333,color:#000
style GRIN2B fill:#ce93d8,stroke:#333,color:#000
style MAPT_6 fill:#ce93d8,stroke:#333,color:#000
style MAPT_7 fill:#ce93d8,stroke:#333,color:#000
style PVALB_SST fill:#ce93d8,stroke:#333,color:#000
style AQP4 fill:#ce93d8,stroke:#333,color:#000
style MAPT_8 fill:#ce93d8,stroke:#333,color:#000
neuroscience | 2026-04-03 | completed
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