CaMKII-Dependent Synaptic Circuit Amplification

Target: CAMK2A Composite Score: 0.611 Price: $0.65▲28.8% Citation Quality: Pending neuroscience Status: proposed
☰ Compare⚔ Duel⚛ Collideinteract with this hypothesis
🔴 Alzheimer's Disease 🧠 Neurodegeneration
✓ All Quality Gates Passed
Evidence Strength Pending (0%)
5
Citations
3
Debates
7
Supporting
2
Opposing
Quality Report Card click to collapse
B
Composite: 0.611
Top 47% of 1510 hypotheses
T1 Established
Multi-source converged and validated
T0 Axiom requires manual override only
B+ Mech. Plausibility 15% 0.70 Top 39%
B Evidence Strength 15% 0.65 Top 36%
A Novelty 12% 0.80 Top 25%
C+ Feasibility 12% 0.55 Top 56%
B+ Impact 12% 0.70 Top 45%
C+ Druggability 10% 0.50 Top 62%
C Safety Profile 8% 0.45 Top 75%
A Competition 6% 0.85 Top 20%
B Data Availability 5% 0.60 Top 54%
C+ Reproducibility 5% 0.55 Top 57%
Evidence
7 supporting | 2 opposing
Citation quality: 75%
Debates
4 sessions A+
Avg quality: 0.95
Convergence
0.51 C+ 30 related hypothesis share this target

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.

→ View full analysis & debate transcript

Description

Mechanistic Overview


CaMKII-Dependent Synaptic Circuit Amplification starts from the claim that modulating CAMK2A within the disease context of neuroscience can redirect a disease-relevant process. The original description reads: "## Mechanistic Overview CaMKII-Dependent Synaptic Circuit Amplification starts from the claim that modulating CAMK2A within the disease context of neuroscience can redirect a disease-relevant process.

...

No AI visual card yet

Curated Mechanism Pathway

Curated pathway diagram from expert analysis

graph TD
    A["Ca2+ Influx via NMDA/VGCC"]
    B["Calmodulin Binding"]
    C["CaMKII Autophosphorylation T286"]
    D["CAMK2A Gene Upregulation"]
    E["Enhanced CaMKII Activity"]
    F["CREB Phosphorylation"]
    G["Synaptic Plasticity Genes"]
    H["Dendrite Ramification"]
    I["Spine Morphogenesis"]
    J["AMPA Receptor Trafficking"]
    K["Synaptic Strength Enhancement"]
    L["Circuit Connectivity Restoration"]
    M["Compensatory Rewiring"]
    N["Neurodegeneration Protection"]
    O["CaMKII Inhibitors"]
    P["Gene Therapy CAMK2A"]

    A -->|"activates"| B
    B -->|"binds"| C
    C -->|"promotes"| E
    D -->|"increases"| E
    E -->|"phosphorylates"| F
    F -->|"activates"| G
    G -->|"promotes"| H
    G -->|"enhances"| I
    E -->|"facilitates"| J
    H -->|"increases"| K
    I -->|"strengthens"| K
    J -->|"amplifies"| K
    K -->|"restores"| L
    L -->|"enables"| M
    M -->|"provides"| N
    O -->|"inhibits"| E
    P -->|"enhances"| D

    style A fill:#4fc3f7
    style B fill:#4fc3f7
    style C fill:#4fc3f7
    style D fill:#ce93d8
    style E fill:#4fc3f7
    style F fill:#4fc3f7
    style G fill:#4fc3f7
    style H fill:#81c784
    style I fill:#81c784
    style J fill:#4fc3f7
    style K fill:#81c784
    style L fill:#ffd54f
    style M fill:#ffd54f
    style N fill:#ffd54f
    style O fill:#ef5350
    style P fill:#81c784

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 0.70 (15%) Evidence 0.65 (15%) Novelty 0.80 (12%) Feasibility 0.55 (12%) Impact 0.70 (12%) Druggability 0.50 (10%) Safety 0.45 (8%) Competition 0.85 (6%) Data Avail. 0.60 (5%) Reproducible 0.55 (5%) KG Connect 0.54 (8%) 0.611 composite
9 citations 9 with PMID Validation: 75% 7 supporting / 2 opposing
For (7)
No supporting evidence
No opposing evidence
(2) Against
High Medium Low
High Medium Low
Evidence Matrix — sortable by strength/year, click Abstract to expand
Evidence Types
7
1
1
MECH 7CLIN 1GENE 1EPID 0
ClaimStanceCategorySourceStrength ↕Year ↕Quality ↕PMIDsAbstract
CaMKII-dependent dendrite ramification and spine g…SupportingMECH----PMID:25457025-
Neural complexity and synchronization changes in t…SupportingCLIN----PMID:19303446-
The mPFC molecular clock mediates the effects of s…SupportingGENEMol Psychiatry-20260.33PMID:41023421-
Chaperone-mediated autophagy as a sex-specific mod…SupportingMECHAutophagy-20260.49PMID:41358563-
A multi-omics comparison unveils convergent and di…SupportingMECHJ Proteomics-20260.33PMID:41796893-
A bioinspired anisotropic anti-inflammatory scaffo…SupportingMECHMater Today Bio-20260.33PMID:41737465-
Sexually dimorphic cannabinoid 1 receptors on CaMK…SupportingMECHPain-20260.33PMID:41380094-
Tau(P301L) disengages from proteasome complexes co…OpposingMECH----PMID:38890273-
Is Nucleoredoxin a Master Regulator of Cellular Re…OpposingMECHAntioxidants (B…-2022-PMID:35453355-
Legacy Card View — expandable citation cards

Supporting Evidence 7

CaMKII-dependent dendrite ramification and spine generation promoted spatial training-induced memory improveme…
CaMKII-dependent dendrite ramification and spine generation promoted spatial training-induced memory improvement in a rat model of sporadic Alzheimer's disease, suggesting that enhancing CaMKII function can restore circuit-level plasticity
Neural complexity and synchronization changes in thalamocortical circuits underlie cognitive impairment, indic…
Neural complexity and synchronization changes in thalamocortical circuits underlie cognitive impairment, indicating circuit-level targets are therapeutically relevant
The mPFC molecular clock mediates the effects of sleep deprivation on depression-like behavior and regulates s…
The mPFC molecular clock mediates the effects of sleep deprivation on depression-like behavior and regulates sleep consolidation and homeostasis.
Mol Psychiatry · 2026 · PMID:41023421 · Q:0.33
Chaperone-mediated autophagy as a sex-specific modulator of synaptic proteostasis and neural function.
Autophagy · 2026 · PMID:41358563 · Q:0.49
A multi-omics comparison unveils convergent and divergent antidepressant mechanisms of fluoxetine and St. John…
A multi-omics comparison unveils convergent and divergent antidepressant mechanisms of fluoxetine and St. John's wort extract.
J Proteomics · 2026 · PMID:41796893 · Q:0.33
A bioinspired anisotropic anti-inflammatory scaffold enhances spinal nerve regeneration and neural circuit rec…
A bioinspired anisotropic anti-inflammatory scaffold enhances spinal nerve regeneration and neural circuit reconstruction via FGF13/Ca(2+)/CaMK2A/CREB pathway.
Mater Today Bio · 2026 · PMID:41737465 · Q:0.33
Sexually dimorphic cannabinoid 1 receptors on CaMKIIα neurons in the medial prefrontal cortex mediate sex diff…
Sexually dimorphic cannabinoid 1 receptors on CaMKIIα neurons in the medial prefrontal cortex mediate sex differences in ACEA-induced antinociception in mice.
Pain · 2026 · PMID:41380094 · Q:0.33

Opposing Evidence 2

Tau(P301L) disengages from proteasome complexes coincident with enhanced neuronal network excitability, sugges…
Tau(P301L) disengages from proteasome complexes coincident with enhanced neuronal network excitability, suggesting that increasing excitability (via CaMKII) may worsen pathology
Is Nucleoredoxin a Master Regulator of Cellular Redox Homeostasis? Its Implication in Different Pathologies.
Antioxidants (Basel) · 2022 · PMID:35453355
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.
Hypothesis Debate | 4 rounds | 2026-04-26 | View Analysis
🧬 Theorist Proposes novel mechanisms and generates creative hypotheses

Theoretical Analysis: PV Interneuron Optogenetics for Restoring Theta-Gamma Coupling in Alzheimer's Disease

Key Molecular Mechanisms

PV Interneuron Physiology: Parvalbumin-expressing basket cells constitute ~40% of GABAergic interneurons in hippocampal CA1. Their fast-spiking phenotype (high-frequency, non-adapting firing) derives from rapid repolarization kinetics mediated by Kv3 potassium channels. PV cells provide precise perisomatic inhibition critical for organizing pyramidal cell ensembles into temporal coordination (PMID: 22328087).

Theta-Gamma Coupling Architecture: T

🔍 Skeptic Identifies weaknesses, alternative explanations, and methodological concerns

Critical Evaluation: PV Optogenetics for Theta-Gamma Coupling in AD

Key Weaknesses

1. Causal Direction Unresolved: The hypothesis assumes theta-gamma decoupling drives cognitive decline, but this relationship may be reversed. Theta-gamma dysfunction could be a downstream epiphenomenon of amyloid pathology rather than an independent cause of deficits. Restoring coupling without addressing upstream triggers may yield transient benefits only.

2. Mechanistic Oversimplification: The molecular cascade linking amyloid-β oligomers to PV dysfunction enumerates four pathways (calcium d

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

Expert Assessment: Translational Feasibility of PV Optogenetics for AD

Druggability & Therapeutic Modality

This approach is not amenable to traditional small-molecule druggability. It represents a gene therapy/medical device hybrid requiring: (1) AAV-mediated delivery of opsins to PV interneurons, (2) implantable optrode arrays for light delivery, and (3) real-time neural interface for closed-loop control. The target is a circuit-level phenotype (theta-gamma coupling) rather than a molecular entity. Alternative pharmacogenetic approaches like chemogenetics (DREADDs) or **pha

Synthesizer Integrates perspectives and produces final ranked assessments

{
"hypothesis_title": "Closed-loop optogenetic targeting PV interneurons to restore theta-gamma coupling and prevent amyloid-induced synaptic dysfunction in AD",
"synthesis_summary": "This hypothesis proposes an innovative circuit-level intervention targeting parvalbumin interneurons to restore theta-gamma coupling in Alzheimer's disease, addressing a compelling but potentially downstream deficit. While the mechanistic rationale is grounded in established PV physiology and known oscillatory dysfunction in AD, the causal direction remains uncertain—theta-gamma decoupling may be an epiphen

Price History

0.250.500.75 evidence: market_dynamics (2026-04-04T14:27)debate: market_dynamics (2026-04-04T14:48)evidence: market_dynamics (2026-04-04T17:22)score_update: market_dynamics (2026-04-04T17:37)evidence: market_dynamics (2026-04-04T20:49)score_update: market_dynamics (2026-04-04T23:54)score_update: market_dynamics (2026-04-05T00:17)debate: market_dynamics (2026-04-05T00:44)debate: market_dynamics (2026-04-05T02:08)evidence: evidence_update (2026-04-09T01:50)evidence: evidence_update (2026-04-09T01:50)evidence: evidence_batch_update (2026-04-13T02:18)evidence: evidence_batch_update (2026-04-13T02:18) 1.00 0.00 2026-04-042026-04-132026-04-22 Market PriceScoreevidencedebate 99 events
7d Trend
Stable
7d Momentum
▼ 0.7%
Volatility
Low
0.0196
Events (7d)
6
⚡ Price Movement Log Recent 15 events
Event Price Change Source Time
Recalibrated $0.484 ▼ 5.2% market_dynamics 2026-04-13 03:33
📄 New Evidence $0.510 ▲ 1.3% evidence_batch_update 2026-04-13 02:18
📄 New Evidence $0.503 ▲ 12.2% evidence_batch_update 2026-04-13 02:18
Recalibrated $0.449 ▼ 0.3% 2026-04-12 10:15
Recalibrated $0.450 ▼ 1.2% 2026-04-10 15:58
Recalibrated $0.455 ▼ 6.4% 2026-04-10 15:53
📄 New Evidence $0.486 ▼ 7.0% evidence_update 2026-04-09 01:50
📄 New Evidence $0.523 ▲ 16.2% evidence_update 2026-04-09 01:50
Recalibrated $0.450 ▼ 0.8% 2026-04-08 22:18
Recalibrated $0.454 ▼ 37.5% 2026-04-08 18:39
💬 Debate Round $0.726 ▲ 40.6% market_dynamics 2026-04-05 02:08
💬 Debate Round $0.516 ▲ 65.9% market_dynamics 2026-04-05 00:44
📊 Score Update $0.311 ▼ 54.2% market_dynamics 2026-04-05 00:17
📊 Score Update $0.679 ▲ 38.6% market_dynamics 2026-04-04 23:54
📄 New Evidence $0.490 ▼ 1.9% market_dynamics 2026-04-04 20:49

Clinical Trials (0)

No clinical trials data available

📚 Cited Papers (14)

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📙 Related Wiki Pages (0)

No wiki pages linked to this hypothesis yet.

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📊 Resource Economics & ROI

Low Efficiency Resource Efficiency Score
0.48
21.3th percentile (747 hypotheses)
Tokens Used
9,494
KG Edges Generated
133
Citations Produced
5

Cost Ratios

Cost per KG Edge
88.73 tokens
Lower is better (baseline: 2000)
Cost per Citation
1054.89 tokens
Lower is better (baseline: 1000)
Cost per Score Point
17581.48 tokens
Tokens / composite_score

Score Impact

Efficiency Boost to Composite
+0.048
10% weight of efficiency score
Adjusted Composite
0.659

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$0.4410.510

KG Entities (89)

APOEAPOE4APPAQP4Alzheimer's diseaseBDNFCA1CA3CAMK2ACDK5CHATCSF1RCaMKIICaMKII_proteinGABAergic interneuron networksGAD1GRIN2BGluN2B modulationGluN2B_receptorHDAC

Linked Experiments (5)

Bmal1 knockout in mPFC excitatory neuronsvalidation | tests | 0.95Sex differences in CB1R-mediated cannabinoid analgesia in neuropathic painvalidation | tests | 0.90Conditional CB1R knockout in mPFC CaMKIIα neuronsvalidation | tests | 0.90CB1R expression mapping in mPFC-vlPAG circuitexploratory | tests | 0.85Electrophysiological analysis of mPFC-vlPAG synaptic transmissionexploratory | tests | 0.85

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Estimated Development

Estimated Cost
$0
Timeline
5.5 years

🧪 Falsifiable Predictions (2)

2 total 0 confirmed 0 falsified
IF AAV9-CaMKII-T286D (constitutively active) is bilaterally injected into hippocampal CA1 of 3xTg-AD mice at 3 months of age, THEN spatial reference memory (Barnes maze latency to target) will improve by ≥40% compared to AAV9-eGFP vehicle controls at 6 months, WITH measurable confirmation of enhanced synaptic signaling.
pending conf: 0.72
Expected outcome: ≥40% reduction in Barnes maze escape latency; ≥30% increase in GluA1 phosphorylation at Ser831; ≥25% increase in mushroom spine density in CA1 apical dendrites
Falsified by: Barnes maze performance does not differ from vehicle controls (p>0.05); GluA1-S831 phosphorylation unchanged or decreased; no increase in spine density; any increase in anxiety-like behavior on zero maze
Method: Male 3xTg-AD mice (3 months, n=20/group), stereotactic AAV9 injection bilaterally into CA1 (AP=-2.0mm, ML=±1.5mm, DV=-1.5mm), 4-week expression period, Barnes maze testing (4 trials/day for 4 days), immediate early gene c-Fos immunohistochemistry, western blot for p-GluA1-S831, DiI spine labeling and Sholl analysis
IF cultured rat hippocampal neurons are pre-treated with CaMKII inhibitor KN-93 (10μM) for 30 minutes before 48-hour exposure to amyloid-beta(1-42) oligomers (1μM), THEN CaMKII-T286 autophosphorylation will be suppressed below 30% of Aβ-only baseline AND AMPA-mediated synaptic currents will decrease by ≥60%.
pending conf: 0.68
Expected outcome: CaMKII p-T286 reduced to <30% baseline; mEPSC amplitude reduced ≥60%; spine heads collapsed in ≥70% of dendritic segments; rescued completely by concurrent CN-19 peptide (10μM)
Falsified by: KN-93 does not suppress CaMKII-T286 autophosphorylation; AMPA currents remain at baseline despite kinase inhibition; spine morphology unchanged; off-target effects on NMDA currents >20%
Method: Dissociated hippocampal neuron cultures (E18 Sprague-Dawley, DIV21, n=12 coverslips/group), whole-cell patch-clamp recording of spontaneous mEPSCs, immunocytochemistry for p-T286 CaMKII, Alexa-488 phalloidin spine labeling, high-content imaging with IN Cell Analyzer 6500

Knowledge Subgraph (100 edges)

activates (1)

BDNFsynaptic_plasticity

associated with (11)

CAMK2AneuroscienceCHATneuroscienceGRIN2BneuroscienceMAPTneuroscienceVIPneuroscience
▸ Show 6 more

catalyzes (1)

choline_acetyltransferasecholinergic_signaling

causes (CaMKII enhancement promotes dendrite ramification ) (1)

CaMKIIdendrite ramification

causes (CaMKII-dependent process that promotes spine gener) (1)

CaMKIIspine generation

causes (NMDA receptors mediate synaptic depression in amyl) (1)

NMDA receptorssynaptic depression

causes (VIP interneuron-mediated disinhibition allows pyra) (1)

VIP interneuron stimulationpyramidal cell disinhibition

causes (loss of natural sensory input leads to degeneratio) (1)

natural sensory input losscholinergic circuit degeneration

causes (optogenetic activation selectively restores gamma ) (1)

optogenetic activation of PV interneuronsgamma oscillation restoration

causes (optogenetic activation selectively restores theta ) (1)

optogenetic activation of SST interneuronstheta oscillation restoration

causes (selective modulation of GluN2B-containing NMDA rec) (1)

GluN2B modulationthalamocortical synchronization

causes (selective noradrenaline depletion exacerbates syna) (1)

noradrenaline depletionsynaptic deficits

causes (specifically disrupt parvalbumin-positive interneu) (1)

amyloid-β oligomersPV interneurons

causes (specifically disrupt somatostatin-positive interne) (1)

amyloid-β oligomersSST interneurons

causes (tau pathology spreads from locus coeruleus to hipp) (1)

tau pathologyhippocampal circuit dysfunction

co associated with (19)

BDNFSSTCAMK2ACHATCAMK2AVIPCAMK2AGRIN2BCHATVIP
▸ Show 14 more

co discussed (14)

RAB5TREM2RAB7TREM2APPGAD1GAD1PSEN1BDNFPSD95
▸ Show 9 more

disrupts (1)

MAPThippocampal_circuit

dysfunction causes (1)

thalamocortical_circuitcognitive_impairment

encodes (4)

CHATcholine_acetyltransferaseGRIN2BGluN2B_receptorMAPTtau_proteinCAMK2ACaMKII_protein

expressed in (3)

VIPVIP_interneuronsPVALBPV_interneuronsSSTSST_interneurons

generates (4)

PV_interneuronsgamma_oscillationsSST_interneuronstheta_oscillationsPVALBgamma_oscillationSSTtheta_oscillation

implicated in (7)

PVALBneurodegenerationh-cd60e2ecneuroscienceh-f8316acfneuroscienceh-23b94ed8neuroscienceh-62c78d8bneuroscience
▸ Show 2 more

investigated in (4)

diseases-psph-var-6612521a02diseases-corticobasal-syndromeh-var-9c0368bb70diseases-ftdh-var-3b982ec3d2diseases-vascular-cognitive-impairmenth-var-6612521a02

involved in (3)

SSTgabaergic_interneuron_networksPVALBprefrontal_inhibitory_circuitsBDNFhippocampal_neurogenesis_and_synaptic_plasticity

modulates (3)

VIP_interneuronsdefault_mode_networkGluN2B_receptorthalamocortical_circuitGRIN2Bthalamocortical_synchrony

participates in (2)

SSTGABAergic interneuron networksPVALBPrefrontal inhibitory circuits

promotes (1)

CaMKII_proteinsynaptic_plasticity

propagates through (1)

tau_proteinlocus_coeruleus_hippocampus_pathway

regulates (1)

SSTgamma_oscillation

studied in (3)

SSTneurosciencePVALBneuroscienceBDNFneuroscience

targets (2)

h-a635d4e5VIPBDNFAlzheimer's disease

therapeutic target (2)

SSTAlzheimer's diseasePVALBAlzheimer's disease

Mechanism Pathway for CAMK2A

Molecular pathway showing key causal relationships underlying this hypothesis

graph TD
    CAMK2A["CAMK2A"] -->|associated with| neuroscience["neuroscience"]
    CAMK2A_1["CAMK2A"] -->|encodes| CaMKII_protein["CaMKII_protein"]
    CAMK2A_2["CAMK2A"] -->|co associated with| CHAT["CHAT"]
    CAMK2A_3["CAMK2A"] -->|co associated with| VIP["VIP"]
    CAMK2A_4["CAMK2A"] -->|co associated with| GRIN2B["GRIN2B"]
    CAMK2A_5["CAMK2A"] -->|co associated with| MAPT["MAPT"]
    CAMK2A_6["CAMK2A"] -->|co associated with| PVALB_SST["PVALB/SST"]
    style CAMK2A fill:#ce93d8,stroke:#333,color:#000
    style neuroscience fill:#ef5350,stroke:#333,color:#000
    style CAMK2A_1 fill:#ce93d8,stroke:#333,color:#000
    style CaMKII_protein fill:#4fc3f7,stroke:#333,color:#000
    style CAMK2A_2 fill:#ce93d8,stroke:#333,color:#000
    style CHAT fill:#ce93d8,stroke:#333,color:#000
    style CAMK2A_3 fill:#ce93d8,stroke:#333,color:#000
    style VIP fill:#ce93d8,stroke:#333,color:#000
    style CAMK2A_4 fill:#ce93d8,stroke:#333,color:#000
    style GRIN2B fill:#ce93d8,stroke:#333,color:#000
    style CAMK2A_5 fill:#ce93d8,stroke:#333,color:#000
    style MAPT fill:#ce93d8,stroke:#333,color:#000
    style CAMK2A_6 fill:#ce93d8,stroke:#333,color:#000
    style PVALB_SST fill:#ce93d8,stroke:#333,color:#000

Predicted Protein Structure

🔮 CAMK2A — AlphaFold Prediction Q7LDD5 Click to expand 3D viewer

AI-predicted structure from AlphaFold | Powered by Mol* | Rotate: click+drag | Zoom: scroll | Reset: right-click

Source Analysis

Circuit-level neural dynamics in neurodegeneration

neuroscience | 2026-04-03 | completed

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Same Analysis (5)

Closed-loop transcranial focused ultrasound with 40Hz gamma entrainmen
Score: 1.00 · PVALB
Closed-loop transcranial focused ultrasound targeting EC-II SST intern
Score: 0.95 · SST
Closed-loop optogenetic targeting PV interneurons to restore theta-gam
Score: 0.94 · PVALB
Closed-loop focused ultrasound targeting CA1 PV interneurons to restor
Score: 0.93 · PVALB
Closed-loop transcranial focused ultrasound targeting EC-II SST intern
Score: 0.92 · SST
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