Neuronal Integrated Stress Response Modulation

Target: EIF2AK3 (PERK) and EIF2B complex Composite Score: 0.526 Price: $0.53▲13.2% Citation Quality: Pending neurodegeneration Status: proposed
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🧠 Neurodegeneration 🔴 Alzheimer's Disease
✓ All Quality Gates Passed
Evidence Strength Pending (0%)
5
Citations
3
Debates
3
Supporting
2
Opposing
Quality Report Card click to collapse
C+
Composite: 0.526
Top 62% of 1870 hypotheses
T2 Supported
Literature-backed with debate validation
Needs convergence ≥0.40 (current: 0.14) for Established
B Mech. Plausibility 15% 0.60 Top 57%
B Evidence Strength 15% 0.60 Top 37%
C Novelty 12% 0.45 Top 92%
C+ Feasibility 12% 0.55 Top 58%
B Impact 12% 0.65 Top 61%
C+ Druggability 10% 0.55 Top 50%
C+ Safety Profile 8% 0.50 Top 57%
C Competition 6% 0.48 Top 87%
B+ Data Availability 5% 0.70 Top 32%
F Reproducibility 5% 0.20 Top 96%
Evidence
3 supporting | 2 opposing
Citation quality: 75%
Debates
1 session A+
Avg quality: 0.95
Convergence
0.14 F 30 related hypothesis share this target

From Analysis:

Cell type vulnerability in Alzheimer's Disease (SEA-AD data - v2)

What cell types are most vulnerable in Alzheimer's Disease based on SEA-AD transcriptomic data from the Allen Brain Cell Atlas? Identify mechanisms of cell-type-specific vulnerability in neurons, microglia, astrocytes, and oligodendrocytes. Focus on gene expression patterns, pathway dysregulation, and therapeutic implications.

→ View full analysis & debate transcript

Description

Mechanistic Overview


Neuronal Integrated Stress Response Modulation starts from the claim that modulating EIF2AK3 (PERK) and EIF2B complex within the disease context of neurodegeneration can redirect a disease-relevant process. The original description reads: "## Mechanistic Overview Neuronal Integrated Stress Response Modulation starts from the claim that modulating EIF2AK3 (PERK) and EIF2B complex within the disease context of neurodegeneration can redirect a disease-relevant process. The original description reads: "## Molecular Mechanism and Rationale The integrated stress response (ISR) represents a critical cellular surveillance mechanism that monitors protein folding homeostasis through four upstream kinases: EIF2AK3 (PERK), PKR, GCN2, and HRI.

...

No AI visual card yet

Curated Mechanism Pathway

Curated pathway diagram from expert analysis

graph TD
    A["ER Stress/
Misfolded Proteins"] B["EIF2AK3 (PERK)
Oligomerization"] C["PERK
Autophosphorylation"] D["eIF2alpha
Phosphorylation (Ser51)"] E["Global Protein
Translation Inhibition"] F["ATF4/CHOP
Selective Translation"] G["EIF2B Complex
Sequestration"] H["eIF2-GDP/GTP
Exchange Impairment"] I["Ternary Complex
Depletion"] J["Chronic ISR
Activation"] K["Neuronal
Dysfunction"] L["EIF2B Activators
(ISRIB Treatment)"] M["ISR Pathway
Restoration"] N["Cognitive Function
Recovery"] A -->|"proteotoxic stress"| B B -->|"conformational change"| C C -->|"kinase activation"| D D -->|"translation control"| E D -->|"uORF-mediated"| F D -->|"competitive binding"| G G -->|"exchange inhibition"| H H -->|"recycling block"| I E --> J F --> J I --> J J -->|"sustained stress"| K L -->|"allosteric activation"| G G -->|"restored activity"| M M -->|"ISR normalization"| N classDef normal fill:#4fc3f7 classDef therapeutic fill:#81c784 classDef pathology fill:#ef5350 classDef outcome fill:#ffd54f classDef molecular fill:#ce93d8 class A,E,H,I normal class L,M therapeutic class B,C,D,F,G,J,K pathology class N outcome

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 0.60 (15%) Evidence 0.60 (15%) Novelty 0.45 (12%) Feasibility 0.55 (12%) Impact 0.65 (12%) Druggability 0.55 (10%) Safety 0.50 (8%) Competition 0.48 (6%) Data Avail. 0.70 (5%) Reproducible 0.20 (5%) KG Connect 0.23 (8%) 0.526 composite
5 citations 5 with PMID Validation: 75% 3 supporting / 2 opposing
For (3)
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
4
1
MECH 4CLIN 0GENE 1EPID 0
ClaimStanceCategorySourceStrength ↕Year ↕Quality ↕PMIDsAbstract
Single-cell analysis reveals dysregulation of inte…SupportingMECH----PMID:39648200-
Early proteasome downregulation drives proteostasi…SupportingMECH----PMID:40488453-
Somatostatin neurons show particular vulnerability…SupportingMECH----PMID:38484981-
Modulating the unfolded protein response with ISRI…OpposingMECHSci Rep-2024-PMID:39333235-
Edaravone protects against glutamate-induced PERK/…OpposingGENEBrain Res-2013-PMID:23648361-
Legacy Card View — expandable citation cards

Supporting Evidence 3

Single-cell analysis reveals dysregulation of integrated stress response in neurodegeneration
Early proteasome downregulation drives proteostasis failure in AD
Somatostatin neurons show particular vulnerability in AD pathophysiology

Opposing Evidence 2

Modulating the unfolded protein response with ISRIB mitigates cisplatin ototoxicity.
Sci Rep · 2024 · PMID:39333235
Edaravone protects against glutamate-induced PERK/EIF2α/ATF4 integrated stress response and activation of casp…
Edaravone protects against glutamate-induced PERK/EIF2α/ATF4 integrated stress response and activation of caspase-12.
Brain Res · 2013 · PMID:23648361
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.
Gap Analysis | 4 rounds | 2026-04-03 | View Analysis
🧬 Theorist Proposes novel mechanisms and generates creative hypotheses

Now I have enough evidence to generate novel therapeutic hypotheses. Based on the research findings, I can see key vulnerability patterns and mechanisms across different cell types in Alzheimer's disease.

Novel Therapeutic Hypotheses for Cell Type Vulnerability in Alzheimer's Disease

Based on the current understanding of cell type-specific vulnerabilities in Alzheimer's disease from transcriptomic and functional studies, I present 6 novel therapeutic hypotheses that target distinct mechanisms across vulnerable cell populations.

Hypothesis 1: Oligodendrocyte DNA Repair Enhancement Thera

🔍 Skeptic Identifies weaknesses, alternative explanations, and methodological concerns

Critical Evaluation of Therapeutic Hypotheses

As a scientific skeptic, I must identify several critical weaknesses in these hypotheses. Many rely on preliminary evidence, extrapolate beyond available data, and lack consideration of contradictory findings.

Hypothesis 1: Oligodendrocyte DNA Repair Enhancement Therapy

CRITICAL WEAKNESSES:
  • Causality vs. Correlation: The cited studies show DNA damage in oligodendrocytes but don't establish it as a primary driver rather than consequence of AD pathology.
  • Mechanistic Gaps: No direct evidence that DNA-PK activation specifical
  • 🎯 Domain Expert Assesses practical feasibility, druggability, and clinical translation

    Practical Feasibility Assessment of Therapeutic Hypotheses

    Based on my drug development expertise and the available evidence, here's a comprehensive assessment of each hypothesis's practical feasibility:

    Hypothesis 1: Oligodendrocyte DNA Repair Enhancement Therapy

    Target: DNA-PK pathway activation

    Druggability Assessment: MODERATE

    • Chemical Matter Available: DNA-PK inhibitors exist (AZD7648, M3814, CC-115)
    • Paradox Problem: Current compounds are inhibitors, not activators - opposite of therapeutic need
    • Activator Challenge: DNA-PK activators are extremely

    Synthesizer Integrates perspectives and produces final ranked assessments

    Based on the debate transcript, I'll synthesize the inputs and produce the final scored rankings with evidence extraction:

    Price History

    0.450.550.65 evidence: market_dynamics (2026-04-04T14:18)evidence: market_dynamics (2026-04-04T14:58)debate: market_dynamics (2026-04-04T15:00)score_update: market_dynamics (2026-04-04T15:15)evidence: market_dynamics (2026-04-04T18:41)score_update: market_dynamics (2026-04-04T19:26)debate: market_dynamics (2026-04-04T21:22)debate: market_dynamics (2026-04-04T21:50)score_update: market_dynamics (2026-04-04T22:20)debate: market_dynamics (2026-04-04T23:26)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) 0.74 0.36 2026-04-042026-04-122026-04-28 Market PriceScoreevidencedebate 126 events
    7d Trend
    Falling
    7d Momentum
    ▼ 19.5%
    Volatility
    Medium
    0.0406
    Events (7d)
    5
    ⚡ Price Movement Log Recent 15 events
    Event Price Change Source Time
    Recalibrated $0.526 ▲ 11.7% calibrate_stale_price_his 2026-04-26 13:47
    📄 New Evidence $0.471 ▲ 1.0% evidence_batch_update 2026-04-13 02:18
    📄 New Evidence $0.466 ▲ 3.1% evidence_batch_update 2026-04-13 02:18
    Recalibrated $0.452 ▼ 1.2% 2026-04-10 15:58
    Recalibrated $0.458 ▼ 1.1% 2026-04-10 15:53
    📄 New Evidence $0.463 ▼ 8.9% evidence_update 2026-04-09 01:50
    📄 New Evidence $0.508 ▲ 12.6% evidence_update 2026-04-09 01:50
    Recalibrated $0.451 ▼ 28.3% 2026-04-08 18:39
    💬 Debate Round $0.629 ▲ 20.2% market_dynamics 2026-04-04 23:26
    📊 Score Update $0.523 ▲ 2.1% market_dynamics 2026-04-04 22:20
    💬 Debate Round $0.513 ▼ 0.3% market_dynamics 2026-04-04 21:50
    💬 Debate Round $0.514 ▼ 7.6% market_dynamics 2026-04-04 21:22
    📊 Score Update $0.556 ▲ 18.0% market_dynamics 2026-04-04 19:26
    📄 New Evidence $0.472 ▲ 4.8% market_dynamics 2026-04-04 18:41
    Recalibrated $0.450 ▼ 0.7% 2026-04-04 16:38

    Clinical Trials (0) Relevance: 60%

    No clinical trials data available

    📚 Cited Papers (5)

    No extracted figures yet
    Somatostatin and the pathophysiology of Alzheimer's disease.
    Ageing research reviews (2024) · PMID:38484981
    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.

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    ⚔ Arena Performance

    No arena matches recorded yet. Browse Arenas
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    📊 Resource Economics & ROI

    Low Efficiency Resource Efficiency Score
    0.47
    21.6th percentile (776 hypotheses)
    Tokens Used
    9,155
    KG Edges Generated
    7
    Citations Produced
    5

    Cost Ratios

    Cost per KG Edge
    122.07 tokens
    Lower is better (baseline: 2000)
    Cost per Citation
    1831.00 tokens
    Lower is better (baseline: 1000)
    Cost per Score Point
    16767.40 tokens
    Tokens / composite_score

    Score Impact

    Efficiency Boost to Composite
    +0.047
    10% weight of efficiency score
    Adjusted Composite
    0.573

    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$0.4640.510

    📋 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 EIF2AK3 (PERK) and EIF2B complex.

    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 EIF2AK3 (PERK) and EIF2B complex →
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    ⚖️ 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.

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    KG Entities (64)

    2APOEAPOE4Alzheimer_diseaseBMP4BMP4 and BMPR1ABMP4 releaseBMPR1AC3CX3CR1DLX1DNA damageDNA repair enhancementDNA_repairEIF2AK3EIF2AK3 (PERK)EIF2AK3 (PERK) and EIF2B complexEIF2B complexGRNHDAC

    Related Hypotheses

    Gut Microbiome Remodeling to Prevent Systemic NLRP3 Priming in Neurodegeneration
    Score: 0.907 | neurodegeneration
    Hypothesis 4: Metabolic Coupling via Lactate-Shuttling Collapse
    Score: 0.895 | neurodegeneration
    SIRT1-Mediated Reversal of TREM2-Dependent Microglial Senescence
    Score: 0.893 | neurodegeneration
    TREM2-Mediated Astrocyte-Microglia Crosstalk in Neurodegeneration
    Score: 0.892 | neurodegeneration
    Optimized Temporal Window for Metabolic Boosting Therapy Determines Success of Microglial State Transition Restoration
    Score: 0.887 | neurodegeneration

    Estimated Development

    Estimated Cost
    $0
    Timeline
    5.5 years

    🧪 Falsifiable Predictions (2)

    2 total 0 confirmed 0 falsified
    IF we administer ISRIB (EIF2B activator, 10 mg/kg twice weekly for 8 weeks) to P301S tau transgenic mice at 6 months of age, THEN we will observe a significant reduction in cleaved caspase-3+ hippocampal neurons and restoration of protein synthesis rates to ≥70% of wild-type levels.
    pending conf: 0.75
    Expected outcome: ≥50% reduction in hippocampal neuronal apoptosis (cleaved caspase-3+ cells) and ≥70% recovery of puromycin-labeled protein synthesis rates in hippocampal extracts compared to vehicle-treated P301S mice
    Falsified by: No significant difference (p>0.05) in neuronal survival or protein synthesis rates between ISRIB-treated and vehicle-treated P301S mice, or worsening of neurodegeneration markers
    Method: P301S/PS19 tau transgenic mice (6 months old, n=20 per group), randomized to ISRIB (10 mg/kg, i.p., twice weekly) or vehicle (2% DMSO in saline) for 8 weeks; outcomes assessed via stereological counting of NeuN+/cleaved caspase-3+ cells and SUnSET assay for protein synthesis
    IF we stratify human Alzheimer's disease and frontotemporal dementia patients (n=150) by baseline cerebrospinal fluid p-eIF2α levels (high vs. low using 50th percentile cutoff), THEN the high p-eIF2α stratum will demonstrate ≥2-fold faster annual decline on composite cognitive scores and ≥1.5-fold greater hippocampal atrophy rate over 24 months.
    pending conf: 0.65
    Expected outcome: High ISR activation (CSF p-eIF2α > median) associated with ≥2-fold faster cognitive decline (Alzheimer's Disease Assessment Scale-Cognitive subscale) and ≥1.5-fold greater annualized hippocampal volume loss on MRI
    Falsified by: No significant difference in cognitive decline rate or hippocampal atrophy between high and low CSF p-eIF2α strata (hazard ratio <1.5 for either outcome), indicating ISR activation does not predict disease progression
    Method: Multicenter longitudinal cohort of AD (n=90) and FTD (n=60) patients from ongoing observational studies, with baseline lumbar puncture for CSF p-eIF2α (Ser51) measurement by phospho-specific ELISA, annual cognitive testing (ADAS-Cog13), and 3T MRI for hippocampal volumetry over 24 months; stratified analysis by median CSF p-eIF2α

    Knowledge Subgraph (72 edges)

    activates (1)

    C3complement_cascade

    associated with (6)

    BMP4 and BMPR1AneurodegenerationEIF2AK3 (PERK) and EIF2B complexneurodegenerationPARP1 and XRCC1neurodegenerationSOX10 and DLX1/2neurodegenerationSYN1, SLC1A2, and CX3CR1neurodegeneration
    ▸ Show 1 more

    causes (2)

    BMP4oligodendrocyte_dysfunctiontripartite_synapse_dysfunctionsynaptic_loss

    causes (APOE4 disrupts lipid metabolism and synaptic suppo) (1)

    APOE4astrocyte dysfunction

    causes (APOE4 mediates myelin breakdown by targeting oligo) (1)

    APOE4myelin breakdown

    causes (DNA damage in oligodendrocytes precedes amyloid pa) (1)

    DNA damageoligodendrocyte degeneration

    causes (PARP1 activation enhances base excision repair pat) (1)

    PARP1 activationDNA repair enhancement

    causes (chronic hypoperfusion leads to pericyte-derived BM) (1)

    chronic hypoperfusionBMP4 release

    causes (coordinated dysfunction across astrocyte-microglia) (1)

    tripartite synapse dysfunctionsynaptic failure

    causes (disease-associated microglia show dysregulated TRE) (1)

    TREM2 dysregulationmicroglial dysfunction

    causes (dysregulated ISR in vulnerable neurons leads to pr) (1)

    integrated stress response dysregulationprotein synthesis shutdown

    causes (enhancing TREM2 expression activates microglia and) (1)

    TREM2 enhancementtau pathology reduction

    causes (excessive complement activation leads to neurotoxi) (1)

    complement activationsynapse elimination

    causes (oligodendrocyte dysfunction leads to loss of myeli) (1)

    oligodendrocyte degenerationmyelin breakdown

    causes (pericyte-derived BMP4 causes white matter damage a) (1)

    BMP4white matter damage

    co associated with (21)

    APOEBMP4 and BMPR1AAPOEPARP1 and XRCC1BMP4 and BMPR1APARP1 and XRCC1APOEEIF2AK3 (PERK) and EIF2B complexBMP4 and BMPR1AEIF2AK3 (PERK) and EIF2B complex
    ▸ Show 16 more

    co discussed (4)

    GRNLRRK2LRRK2TREM2HDACSYN1CX3CR1SYN1

    contributes to (1)

    oligodendrocyte_dysfunctionAlzheimer_disease

    disrupts (1)

    APOE4astrocyte_metabolism

    implicated in (7)

    h-0bdc3803neurodegenerationh-019c56c1neurodegenerationh-5137be61neurodegenerationh-e064f134neurodegenerationh-fa7ac9cbneurodegeneration
    ▸ Show 2 more

    mediates (3)

    microglial_activationneuroinflammationPARP1DNA_repairEIF2AK3integrated_stress_response

    regulates (2)

    TREM2microglia_activationSYN1synaptic_vesicle_recycling

    targets (12)

    h-3616325aTREM2h-3616325aC3h-fa7ac9cbPARP1h-fa7ac9cbXRCC1h-e064f134BMP4
    ▸ Show 7 more

    Mechanism Pathway for EIF2AK3 (PERK) and EIF2B complex

    Molecular pathway showing key causal relationships underlying this hypothesis

    graph TD
        EIF2AK3__PERK__and_EIF2B_["EIF2AK3 (PERK) and EIF2B complex"] -->|associated with| neurodegeneration["neurodegeneration"]
        APOE["APOE"] -->|co associated with| EIF2AK3__PERK__and_EIF2B__1["EIF2AK3 (PERK) and EIF2B complex"]
        BMP4_and_BMPR1A["BMP4 and BMPR1A"] -->|co associated with| EIF2AK3__PERK__and_EIF2B__2["EIF2AK3 (PERK) and EIF2B complex"]
        EIF2AK3__PERK__and_EIF2B__3["EIF2AK3 (PERK) and EIF2B complex"] -->|co associated with| PARP1_and_XRCC1["PARP1 and XRCC1"]
        EIF2AK3__PERK__and_EIF2B__4["EIF2AK3 (PERK) and EIF2B complex"] -->|co associated with| SOX10_and_DLX1_2["SOX10 and DLX1/2"]
        EIF2AK3__PERK__and_EIF2B__5["EIF2AK3 (PERK) and EIF2B complex"] -->|co associated with| SYN1__SLC1A2__and_CX3CR1["SYN1, SLC1A2, and CX3CR1"]
        EIF2AK3__PERK__and_EIF2B__6["EIF2AK3 (PERK) and EIF2B complex"] -->|co associated with| TREM2_and_C3["TREM2 and C3"]
        style EIF2AK3__PERK__and_EIF2B_ fill:#ce93d8,stroke:#333,color:#000
        style neurodegeneration fill:#ef5350,stroke:#333,color:#000
        style APOE fill:#ce93d8,stroke:#333,color:#000
        style EIF2AK3__PERK__and_EIF2B__1 fill:#ce93d8,stroke:#333,color:#000
        style BMP4_and_BMPR1A fill:#ce93d8,stroke:#333,color:#000
        style EIF2AK3__PERK__and_EIF2B__2 fill:#ce93d8,stroke:#333,color:#000
        style EIF2AK3__PERK__and_EIF2B__3 fill:#ce93d8,stroke:#333,color:#000
        style PARP1_and_XRCC1 fill:#ce93d8,stroke:#333,color:#000
        style EIF2AK3__PERK__and_EIF2B__4 fill:#ce93d8,stroke:#333,color:#000
        style SOX10_and_DLX1_2 fill:#ce93d8,stroke:#333,color:#000
        style EIF2AK3__PERK__and_EIF2B__5 fill:#ce93d8,stroke:#333,color:#000
        style SYN1__SLC1A2__and_CX3CR1 fill:#ce93d8,stroke:#333,color:#000
        style EIF2AK3__PERK__and_EIF2B__6 fill:#ce93d8,stroke:#333,color:#000
        style TREM2_and_C3 fill:#ce93d8,stroke:#333,color:#000

    3D Protein Structure

    🧬 EIF2AK3 — Search for structure Click to search RCSB PDB
    🔍 Searching RCSB PDB for EIF2AK3 structures...
    Querying Protein Data Bank API

    Source Analysis

    Cell type vulnerability in Alzheimer's Disease (SEA-AD data - v2)

    neurodegeneration | 2026-04-03 | completed

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    Same Analysis (5)

    Microglial TREM2-Complement Axis Modulation
    Score: 0.73 · TREM2 and C3
    Oligodendrocyte DNA Repair Enhancement Therapy
    Score: 0.66 · PARP1 and XRCC1
    Astrocyte Metabolic Reprogramming via APOE4 Correction
    Score: 0.64 · APOE
    Cross-Cell Type Synaptic Rescue via Tripartite Synapse Restoration
    Score: 0.62 · SYN1, SLC1A2, and CX3CR1
    Spatial Transcriptome-Guided Precision Cell Therapy
    Score: 0.58 · SOX10 and DLX1/2
    → View all analysis hypotheses
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