CaMKII-Dependent Synaptic Circuit Amplification

Target: CAMK2A Composite Score: 0.611 Price: $0.62▲40.9% Citation Quality: Pending neuroscience Status: proposed
☰ Compare⚔ Duel⚛ Collideinteract with this hypothesis
📄 Export → LaTeX
Select venue
arXiv Preprint NeurIPS Nature Methods PLOS ONE
🌐 Open in Overleaf →
📖 Export BibTeX
🔴 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 40% of 1875 hypotheses
T1 Established
Multi-source converged and validated
T0 Axiom requires manual override only
B+ Mech. Plausibility 15% 0.70 Top 35%
B Evidence Strength 15% 0.65 Top 29%
A Novelty 12% 0.80 Top 25%
C+ Feasibility 12% 0.55 Top 58%
B+ Impact 12% 0.70 Top 51%
C+ Druggability 10% 0.50 Top 57%
C Safety Profile 8% 0.45 Top 76%
A Competition 6% 0.85 Top 19%
B Data Availability 5% 0.60 Top 54%
C+ Reproducibility 5% 0.55 Top 55%
Evidence
7 supporting | 2 opposing
Citation quality: 75%
Debates
18 sessions B
Avg quality: 0.61
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

GTEx v10 Brain Expression

JSON

Median TPM across 13 brain regions for CAMK2A from GTEx v10.

Frontal Cortex BA9482 Cortex438 Anterior cingulate cortex BA24369 Hippocampus313 Amygdala249 Nucleus accumbens basal ganglia140 Caudate basal ganglia80.3 Putamen basal ganglia66.8 Hypothalamus42.9 Cerebellum10.8 Cerebellar Hemisphere6.6 Substantia nigra5.7 Spinal cord cervical c-15.2median TPM (GTEx v10)

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 | 6 rounds | 2026-04-27 | View Analysis
🧬 Theorist Proposes novel mechanisms and generates creative hypotheses

Mechanistic Analysis: Closed-Loop tFUS with 40Hz Gamma Entrainment Targeting PVALB in Early MCI

Critical Evaluation of Mechanistic Rationale

1. Foundational Claim: PV+ Interneurons as Gamma Pacemakers

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:

  • Buzsáki & Wang (2012) established the "interneuron network gamma" (ING) mechanism where PV+ cells synchronize through electrical coupling and rebound excitation
  • **Cardin et a

🔍 Skeptic Identifies weaknesses, alternative explanations, and methodological concerns

Rigorous Skeptic's Critique: tFUS + 40Hz Gamma Entrainment Targeting PVALB in Early MCI

1. Weakest Assumptions

A. Mechanistic Specificity of tFUS → Ion Channel Cascade

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:

  • Mechanical forces from tFUS can selectively activate voltage-gated ion channels (designed for electrical, not mechanical, stimuli)
  • The downstream CaMKII → AMPA receptor phosphorylation occurs specifically in PV+ interneurons
  • This cascade is suff
  • 🎯 Domain Expert Assesses practical feasibility, druggability, and clinical translation

    Translational Feasibility Assessment

    Hypothesis: Closed-Loop tFUS with 40Hz Gamma Entrainment Targeting PV+ Interneuron Dysfunction in Early MCI

    1. Target Druggability and Accessibility Assessment

    Target Identification:

    • PVALB encodes parvalbumin, a calcium-binding protein that defines a distinct GABAergic interneuron subclass
    • PVALB itself is not directly druggable—it is a structural protein, not an enzyme or receptor
    • The actual functional target is PV+ interneuron activity and resulting 40Hz gamma oscillations
    Accessibility with Existing Tools:

    |

    Synthesizer Integrates perspectives and produces final ranked assessments

    Synthesized Assessment: Closed-Loop tFUS with 40Hz Gamma Entrainment for Early MCI

    Five-Dimensional Scoring

    | 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

    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 2026-04-042026-04-132026-04-28 Market PriceScoreevidencedebate 104 events
    7d Trend
    Falling
    7d Momentum
    ▼ 5.0%
    Volatility
    Low
    0.0191
    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 (1) Relevance: 58%

    0
    Active
    0
    Completed
    0
    Total Enrolled
    Untitled Trial Unknown
    Unknown ·

    📚 Cited Papers (14)

    No extracted figures yet
    No extracted figures yet
    No extracted figures yet
    No extracted figures yet
    No extracted figures yet
    No extracted figures yet
    No extracted figures yet
    No extracted figures yet
    No extracted figures yet
    No extracted figures yet
    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.

    No citation freshness data yet. Export bibliography — run scripts/audit_citation_freshness.py to populate.

    📙 Related Wiki Pages (0)

    No wiki pages linked to this hypothesis yet.

    ࢐ Browse all wiki pages

    ⚔ Arena Performance

    No arena matches recorded yet. Browse Arenas
    → Browse all arenas & tournaments

    📊 Resource Economics & ROI

    Low Efficiency Resource Efficiency Score
    0.48
    22.0th percentile (776 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

    📋 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 CAMK2A.

    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.

    🔍 Search ClinVar for CAMK2A →
    Loading history…

    ⚖️ 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.

    Browse all governance decisions →

    KG Entities (130)

    40Hz gamma entrainmentAPOEAPOE4APPAQP4Alzheimer's diseaseAlzheimer's disease pathologyBDNFCA1CA3CAMK2ACDK5CHATCSF1RCaMKIICaMKII_proteinClosed-loop tACSEC layer II SST interneuronsEntorhinal cortex layer IIGABAergic interneuron networks

    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

    Related Hypotheses

    GluN2B-Mediated Thalamocortical Control of Glymphatic Tau Clearance
    Score: 0.964 | neuroscience
    Glymphatic-Mediated Tau Clearance Dysfunction
    Score: 0.865 | neuroscience
    TREM2-Mediated Microglial Dysfunction Disrupts Perivascular Tau Clearance
    Score: 0.861 | neuroscience
    Microglial-Mediated Tau Clearance Dysfunction via TREM2 Signaling
    Score: 0.827 | neuroscience
    Dual-Circuit Tau Vulnerability Cascade
    Score: 0.774 | neuroscience

    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 (138 edges)

    accelerates (1)

    SST interneuron dysfunctionTau propagation

    activates (5)

    BDNFsynaptic_plasticityPV+ interneuronsgamma oscillations at 40Hz40Hz gamma entrainmentrestoration of gamma oscillationsgamma oscillations at 40Hzmicroglial phagocytosisPV+ interneuronsgamma oscillations (40Hz)

    associated with (15)

    CAMK2AneuroscienceCHATneuroscienceGRIN2BneuroscienceMAPTneuroscienceVIPneuroscience
    ▸ Show 10 more

    biomarker for (1)

    gamma collapseearly MCI

    catalyzes (1)

    choline_acetyltransferasecholinergic_signaling

    causal extracted (2)

    sess_ext_h-var-58e76ac310_20260428_050154processedsess_ext_h-var-3b982ec3d2_20260428_045746processed

    causes (8)

    tau pathologySST interneuron dysfunctionSST interneuron dysfunctionaccelerated tau propagationSST interneuron dysfunctiongamma desynchronizationoptogenetic gamma stimulationtau pathology reductionTau pathologySST interneuron dysfunction
    ▸ Show 3 more

    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

    enhances (2)

    gamma oscillations at 40Hzglymphatic clearancegamma oscillations (40Hz)glymphatic clearance

    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

    inhibits (1)

    tACSEC layer II SST interneurons

    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 (12)

    VIP_interneuronsdefault_mode_networkGluN2B_receptorthalamocortical_circuitGRIN2Bthalamocortical_synchronygamma-frequency stimulationtau pathologyGamma frequency stimulationAlzheimer's disease pathology
    ▸ Show 7 more

    participates in (2)

    SSTGABAergic interneuron networksPVALBPrefrontal inhibitory circuits

    promotes (1)

    CaMKII_proteinsynaptic_plasticity

    propagates through (1)

    tau_proteinlocus_coeruleus_hippocampus_pathway

    regulates (5)

    SSTgamma_oscillationSST interneuronsgamma oscillationsSST interneuronsGamma oscillationsgamma oscillations (40Hz)hippocampal-cortical connectivityPVALBPV+ interneurons

    studied in (3)

    SSTneurosciencePVALBneuroscienceBDNFneuroscience

    targets (2)

    h-a635d4e5VIPBDNFAlzheimer's disease

    therapeutic target (2)

    SSTAlzheimer's diseasePVALBAlzheimer's disease

    therapeutic target for (2)

    40Hz gamma entrainmentearly MCIPV+ interneuron activityAlzheimer'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

    Community Feedback

    0 0 upvotes · 0 downvotes
    💬 0 comments ⚠ 0 flags ✏ 0 edit suggestions

    No comments yet. Be the first to comment!

    View all feedback (JSON)

    Same Analysis (5)

    GluN2B-Mediated Thalamocortical Control of Glymphatic Tau Clearance
    Score: 0.96 · GRIN2B
    Closed-loop transcranial focused ultrasound targeting EC-II SST intern
    Score: 0.96 · SST
    Closed-loop optogenetic targeting PV interneurons to restore theta-gam
    Score: 0.95 · PVALB
    Closed-loop transcranial focused ultrasound to restore hippocampal gam
    Score: 0.91 · CCK
    Gamma entrainment therapy to restore hippocampal-cortical synchrony
    Score: 0.90 · SST
    → View all analysis hypotheses
    Public annotations (0)Annotate on Hypothes.is →
    No public annotations yet.