APOE4-Specific Microglial Metabolic Rescue

Target: APOE, ABCA1, LDLR Composite Score: 0.710 Price: $0.74▲45.9% Citation Quality: Pending Status: proposed
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🔴 Alzheimer's Disease 🔥 Neuroinflammation 🔬 Microglial Biology 🧠 Neurodegeneration
✓ All Quality Gates Passed
Quality Report Card click to collapse
B+
Composite: 0.710
Top 20% of 1398 hypotheses
T2 Supported
Literature-backed with debate validation
Needs convergence ≥0.40 (current: 0.00) for Established
B+ Mech. Plausibility 15% 0.75 Top 29%
B Evidence Strength 15% 0.66 Top 35%
B Novelty 12% 0.65 Top 63%
A Feasibility 12% 0.80 Top 20%
A Impact 12% 0.85 Top 17%
A+ Druggability 10% 0.90 Top 14%
B+ Safety Profile 8% 0.70 Top 23%
B Competition 6% 0.60 Top 61%
B+ Data Availability 5% 0.75 Top 24%
B+ Reproducibility 5% 0.70 Top 27%
Evidence
4 supporting | 2 opposing
Citation quality: 75%
Debates
2 sessions A
Avg quality: 0.88

From Analysis:

Neuroinflammation and microglial priming in early AD

How does microglial priming contribute to early Alzheimer's disease pathology? Focus on the mechanisms by which peripheral inflammation, aging, and genetic risk factors (e.g., APOE4, TREM2) prime microglia toward an inflammatory phenotype. Investigate the role of cytokines, damage-associated molecular patterns (DAMPs), and metabolic shifts in microglial activation states during the prodromal phase of AD.

→ View full analysis & debate transcript

Hypotheses from Same Analysis (6)

These hypotheses emerged from the same multi-agent debate that produced this hypothesis.

DAMP-Scavenging Microglial Reset
Score: 0.701 | Target: HMGB1, S100 proteins
Temporal Microglial State Switching
Score: 0.695 | Target: Optogenetic constructs, ion channels
Astrocyte-Mediated Microglial Memory Erasure
Score: 0.677 | Target: GFAP, S100B
Circadian-Metabolic Microglial Reprogramming
Score: 0.662 | Target: CLOCK, BMAL1, PER2
Peripheral-Central Immune Decoupling Therapy
Score: 0.662 | Target: TREM2, complement cascade components
Gut-Brain Axis M-Cell Modulation
Score: 0.629 | Target: GP2, SPIB

→ View full analysis & all 7 hypotheses

Description

Mechanistic Overview


APOE4-Specific Microglial Metabolic Rescue starts from the claim that modulating APOE, ABCA1, LDLR within the disease context of neurodegeneration can redirect a disease-relevant process. The original description reads: "## Mechanistic Overview APOE4-Specific Microglial Metabolic Rescue starts from the claim that modulating APOE, ABCA1, LDLR within the disease context of neurodegeneration can redirect a disease-relevant process. The original description reads: "# APOE4-Specific Microglial Metabolic Rescue Hypothesis ## Molecular Mechanism and Rationale The APOE4-specific microglial metabolic rescue hypothesis centers on the fundamental disruption of lipid metabolism and cholesterol homeostasis in microglia carrying the APOE4 allele.

...

No AI visual card yet

Curated Mechanism Pathway

Curated pathway diagram from expert analysis

graph TD
    A["APOE4 variant"] --> B["Impaired lipid
trafficking"] A --> C["Reduced cholesterol
efflux capacity"] B --> D["Microglial lipid
accumulation"] C --> E["Disrupted membrane
composition"] D --> F["Enhanced inflammatory
priming"] E --> F F --> G["Increased cytokine
production"] G --> H["Neuroinflammation"] I["ABCA1 upregulation"] --> J["Restored cholesterol
efflux"] K["LDLR enhancement"] --> L["Improved lipid
clearance"] J --> M["Normalized microglial
metabolism"] L --> M M --> N["Reduced inflammatory
response"] N --> O["Neuroprotection"] P["Metabolic rescue
therapy"] --> I P --> K classDef normal fill:#4fc3f7 classDef therapeutic fill:#81c784 classDef pathology fill:#ef5350 classDef outcome fill:#ffd54f classDef molecular fill:#ce93d8 class B,C,E normal class I,J,K,L,M,P therapeutic class A,D,F,G,H pathology class N,O outcome class A,I,K molecular

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 0.75 (15%) Evidence 0.66 (15%) Novelty 0.65 (12%) Feasibility 0.80 (12%) Impact 0.85 (12%) Druggability 0.90 (10%) Safety 0.70 (8%) Competition 0.60 (6%) Data Avail. 0.75 (5%) Reproducible 0.70 (5%) KG Connect 0.94 (8%) 0.710 composite
6 citations 6 with PMID Validation: 75% 4 supporting / 2 opposing
For (4)
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
5
1
MECH 5CLIN 1GENE 0EPID 0
ClaimStanceCategorySourceStrength ↕Year ↕Quality ↕PMIDsAbstract
Regulation of astrocyte lipid metabolism and ApoE …SupportingMECHJ Lipid Res-2023-PMID:36849076-
Quinic acid regulated TMA/TMAO-related lipid metab…SupportingMECHJ Transl Med-2024-PMID:38622667-
PERK-Mediated Cholesterol Excretion from IDH Mutan…SupportingMECHAdv Sci (Weinh)-2023-PMID:37166058-
Multimodal Antiatherosclerotic Effects of Clinical…SupportingCLINStroke-20260.33PMID:41503702-
Convergence of genes implicated in Alzheimer'…OpposingMECHNeurochem Int-2007-PMID:16973241-
Regulation of CNS Lipids by Protease Activated Rec…OpposingMECHJ Neurochem-2025-PMID:40123504-
Legacy Card View — expandable citation cards

Supporting Evidence 4

Regulation of astrocyte lipid metabolism and ApoE secretionby the microglial oxysterol, 25-hydroxycholesterol.
J Lipid Res · 2023 · PMID:36849076
Quinic acid regulated TMA/TMAO-related lipid metabolism and vascular endothelial function through gut microbio…
Quinic acid regulated TMA/TMAO-related lipid metabolism and vascular endothelial function through gut microbiota to inhibit atherosclerotic.
J Transl Med · 2024 · PMID:38622667
PERK-Mediated Cholesterol Excretion from IDH Mutant Glioma Determines Anti-Tumoral Polarization of Microglia.
Adv Sci (Weinh) · 2023 · PMID:37166058
Multimodal Antiatherosclerotic Effects of Clinical-Grade Mesenchymal Stem Cell-Derived Extracellular Vesicles.
Stroke · 2026 · PMID:41503702 · Q:0.33

Opposing Evidence 2

Convergence of genes implicated in Alzheimer's disease on the cerebral cholesterol shuttle: APP, cholesterol, …
Convergence of genes implicated in Alzheimer's disease on the cerebral cholesterol shuttle: APP, cholesterol, lipoproteins, and atherosclerosis.
Neurochem Int · 2007 · PMID:16973241
Regulation of CNS Lipids by Protease Activated Receptor 1.
J Neurochem · 2025 · PMID:40123504
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 | 2026-04-12 | View Analysis
🧬 Theorist Proposes novel mechanisms and generates creative hypotheses

Mechanistically-Novel Hypotheses: Microglial Priming in Early Alzheimer's Disease

Hypothesis 1: PRC2/EZH2-Mediated Epigenetic Lock-In of Peripheral Inflammatory Memory

Title: Epigenetic Lock-In of Peripheral Inflammation in Microglia

Mechanism: Peripheral chronic low-grade inflammation (inflammaging) induces suppressive H3K27me3 mark loss at microglial promoters of IL1β, TNFα, and CCL2 via EZH2 downregulation. This occurs through sustained NF-κB p65 sequestration of EZH2 cofactors, rendering the histone methyltransferase unavailable for repressive complex formation. AP

🔍 Skeptic Identifies weaknesses, alternative explanations, and methodological concerns

Critical Evaluation: Microglial Priming Hypotheses

Hypothesis 1: PRC2/EZH2-Mediated Epigenetic Lock-In

1. Strongest Specific Weakness

The mechanistic directionality is unestablished and likely inverted. The hypothesis posits that EZH2 downregulation causes primed pro-inflammatory loci, but this conflates loss of repression with acquisition of primed responsiveness. EZH2/PRC2 loss is a consequence of microglial activation, not its cause. Microglia exist on a spectrum from homeostatic (high EZH2) to activated (low EZH2), and this H3K27me3 depletion may simply reflect c

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

Domain Expert Evaluation: Microglial Priming Hypotheses

Part I: Hypotheses with Highest Translational Potential

Hypothesis 1 (PRC2/EZH2 Epigenetic Lock-In) — Moderate-High Potential

The concept of stable pro-inflammatory microglial states amenable to therapeutic reversal has clear clinical logic. However, EZH2 itself is a challenging pharmacological target — broad EZH2 inhibition would affect all CNS cell types, and systemic EZH2 modulators carry oncological risk given EZH2's role as a tumor suppressor in certain contexts. The hypothesis is mechanistically attractive but req

Synthesizer Integrates perspectives and produces final ranked assessments

{
"ranked_hypotheses": [
{
"rank": 1,
"title": "TREM2/APOE4-Modulated Metabolic Reprogramming Drives Inflammatory Microglial Priming",
"mechanism": "APOE4 and TREM2 R47H impair microglial metabolic flexibility by disrupting PI3K/AKT signaling and glycolytic adaptation, locking cells into a pro-inflammatory state characterized by glycolysis addiction, mitochondrial dysfunction, and heightened DAMPs responsiveness during prodromal AD.",
"target_gene": "TREM2/APOE",
"confidence_score": 0.78,
"novelty_score": 0.55,
"feasibility_score": 0.72,

Price History

0.400.550.69 score_update: market_dynamics (2026-04-04T12:20)debate: market_dynamics (2026-04-04T14:53)debate: market_dynamics (2026-04-04T16:06)score_update: market_dynamics (2026-04-04T17:31)evidence: market_dynamics (2026-04-04T18:29)debate: market_dynamics (2026-04-04T19:18)debate: market_dynamics (2026-04-04T19:46)score_update: market_dynamics (2026-04-04T20:27)evidence: market_dynamics (2026-04-04T20:39)evidence: market_dynamics (2026-04-04T22:27)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) 0.83 0.26 2026-04-042026-04-122026-04-22 Market PriceScoreevidencedebate 131 events
7d Trend
Stable
7d Momentum
▼ 1.4%
Volatility
Low
0.0127
Events (7d)
6
⚡ Price Movement Log Recent 15 events
Event Price Change Source Time
📄 New Evidence $0.518 ▲ 1.0% evidence_batch_update 2026-04-13 02:18
📄 New Evidence $0.513 ▲ 3.1% evidence_batch_update 2026-04-13 02:18
Recalibrated $0.498 ▼ 3.8% 2026-04-10 15:53
📄 New Evidence $0.517 ▼ 7.6% evidence_update 2026-04-09 01:50
📄 New Evidence $0.560 ▲ 25.9% evidence_update 2026-04-09 01:50
📄 New Evidence $0.445 ▼ 19.6% market_dynamics 2026-04-04 22:27
📄 New Evidence $0.553 ▲ 1.8% market_dynamics 2026-04-04 20:39
📊 Score Update $0.543 ▲ 0.5% market_dynamics 2026-04-04 20:27
💬 Debate Round $0.540 ▲ 3.1% market_dynamics 2026-04-04 19:46
💬 Debate Round $0.524 ▼ 7.2% market_dynamics 2026-04-04 19:18
📄 New Evidence $0.565 ▲ 16.2% market_dynamics 2026-04-04 18:29
📊 Score Update $0.486 ▲ 72.2% market_dynamics 2026-04-04 17:31
💬 Debate Round $0.282 ▼ 43.3% market_dynamics 2026-04-04 16:06
Recalibrated $0.498 ▼ 1.2% 2026-04-04 16:02
💬 Debate Round $0.504 ▲ 38.7% market_dynamics 2026-04-04 14:53

Clinical Trials (0)

No clinical trials data available

📚 Cited Papers (7)

Convergence of genes implicated in Alzheimer's disease on the cerebral cholesterol shuttle: APP, cholesterol, lipoproteins, and atherosclerosis.
Neurochemistry international (2007) · PMID:16973241
No extracted figures yet
Regulation of astrocyte lipid metabolism and ApoE secretionby the microglial oxysterol, 25-hydroxycholesterol.
Journal of lipid research (2023) · PMID:36849076
No extracted figures yet
PERK-Mediated Cholesterol Excretion from IDH Mutant Glioma Determines Anti-Tumoral Polarization of Microglia.
Advanced science (Weinheim, Baden-Wurttemberg, Germany) (2023) · PMID:37166058
No extracted figures yet
Quinic acid regulated TMA/TMAO-related lipid metabolism and vascular endothelial function through gut microbiota to inhibit atherosclerotic.
Journal of translational medicine (2024) · PMID:38622667
No extracted figures yet
Regulation of CNS Lipids by Protease Activated Receptor 1.
Journal of neurochemistry (2025) · PMID:40123504
No extracted figures yet
Multimodal Antiatherosclerotic Effects of Clinical-Grade Mesenchymal Stem Cell-Derived Extracellular Vesicles.
Stroke (2026) · PMID:41503702
No extracted figures yet
Multimodal Antiatherosclerotic Effects of Clinical-Grade Mesenchymal Stem Cell-Derived Extracellular Vesicles.
Stroke (2026) · PMID:41503702
No extracted figures yet

📙 Related Wiki Pages (0)

No wiki pages linked to this hypothesis yet.

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📓 Linked Notebooks (1)

📓 Neuroinflammation and microglial priming in early AD — Analysis Notebook
CI-generated notebook stub for analysis SDA-2026-04-04-gap-neuroinflammation-microglial-20260404. How does microglial priming contribute to early Alzheimer's disease pathology? Focus on the mechanisms …
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📊 Resource Economics & ROI

Moderate Efficiency Resource Efficiency Score
0.64
36.4th percentile (747 hypotheses)
Tokens Used
2,721
KG Edges Generated
0
Citations Produced
1

Cost Ratios

Cost per KG Edge
544.20 tokens
Lower is better (baseline: 2000)
Cost per Citation
453.50 tokens
Lower is better (baseline: 1000)
Cost per Score Point
4353.60 tokens
Tokens / composite_score

Score Impact

Efficiency Boost to Composite
+0.064
10% weight of efficiency score
Adjusted Composite
0.774

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
2026-04-17T09:10$0.6690.529

KG Entities (6)

AKTAPOECSF1RCTSDLAMP1MAPK

Related Hypotheses

No related hypotheses found

Estimated Development

Estimated Cost
$0
Timeline
4.5 years

🧪 Falsifiable Predictions (6)

6 total 0 confirmed 0 falsified
IF primary microglia from APOE4 knock-in mice are treated with ABCA1 agonists (GW3965) or LDLR enhancing compounds THEN they will show restored oxidative phosphorylation (OCR/ECAR ratio normalization) and reduced intracellular lipid accumulation compared to vehicle-treated APOE4 microglia, using primary microglia cultures from APOE4/3 targeted replacement mice with Seahorse metabolic flux analysis and Oil Red O staining
pending conf: 0.50
Expected outcome: Treatment with ABCA1 agonist will increase basal OCR by >30% and decrease ECAR/OCR ratio by >25% in APOE4 microglia, with concurrent reduction in lipid droplet number per cell to levels comparable to APOE3 controls
Falsified by: If ABCA1/LDLR agonist treatment fails to rescue metabolic parameters (OCR remains >20% below APOE3 levels) and lipid accumulation persists in APOE4 microglia, the hypothesis would be disproven as it would indicate APOE4 metabolic dysfunction operates independently of ABCA1/LDLR-mediated cholesterol homeostasis
Method: Primary microglia isolated from APOE4 and APOE3 targeted replacement mice, treated with 1μM GW3965 for 48 hours, metabolic profile assessed using Seahorse XFe96 analyzer measuring oxygen consumption rate (OCR) and extracellular acidification rate (ECAR), lipid accumulation quantified by Oil Red O colorimetry and live cell imaging
IF APOE4 microglia are exposed to LPS + IFNγ stimulation AFTER prior treatment with cholesterol efflux enhancers THEN they will exhibit significantly reduced IL-1β, TNF-α, and IL-6 production compared to untreated APOE4 controls, using human iPSC-derived microglia from APOE4/4 and APOE3/3 carriers with multiplex cytokine ELISA
pending conf: 0.50
Expected outcome: Cholesterol efflux-pretreated APOE4 microglia will show >40% reduction in IL-1β secretion and >35% reduction in TNF-α secretion following inflammatory stimulation, with cytokine levels not differing significantly from efflux-treated APOE3 microglia
Falsified by: If reducing microglial lipid accumulation through cholesterol efflux enhancement fails to suppress pro-inflammatory cytokine production in APOE4 microglia (cytokine levels remain >20% higher than efflux-treated APOE3 cells), the hypothesis would be disproven, indicating lipid dysregulation does not mechanistically drive APOE4-specific inflammation
Method: Human iPSC-derived microglia from APOE4/4 and APOE3/3 lines differentiated via established protocol, pretreated with 10μM LXR agonist T0901317 for 72 hours, stimulated with 100ng/mL LPS + 20ng/mL IFNγ for 24 hours, cytokine secretion measured by MSD U-PLEX assay, lipid content assessed by filipin staining and flow cytometry
IF primary microglia from APOE4 knock-in mice are compared to APOE3 microglia under identical culture conditions, THEN APOE4 microglia will exhibit significantly elevated intracellular cholesterol and lipid droplet accumulation
pending conf: 0.50
Expected outcome: Increased intracellular cholesterol/lipid content measured by filipin staining or mass spectrometry in APOE4 microglia relative to APOE3 controls
Falsified by: APOE4 and APOE3 microglia show equivalent intracellular cholesterol levels; any observed difference is eliminated by ABCA1 overexpression; lipid accumulation is observed in APOE2 microglia
Method: Culture primary microglia from APOE targeted-replacement mice (APOE4/4, APOE3/3, APOE2/2); perform quantitative lipidomics or filipin III staining; measure cholesterol efflux capacity to apolipoprotein acceptors
IF APOE4 microglia are treated with an LXR (Liver X Receptor) agonist to pharmacologically upregulate ABCA1, THEN the metabolic phenotype will normalize with decreased glycolytic rate (reduced ECAR) and increased oxidative phosphorylation (increased OCR), with consequent reduction in inflammatory cytokine secretion
pending conf: 0.50
Expected outcome: Rescued metabolic profile with normalized OCR:ECAR ratio and reduced IL-1β/TNF-α secretion in APOE4 microglia following ABCA1 upregulation
Falsified by: LXR agonist treatment fails to rescue glycolytic shift in APOE4 microglia despite confirmed ABCA1 upregulation; rescue is observed in APOE3 microglia; metabolic rescue does not reduce inflammatory markers in APOE4 cells
Method: Treat APOE4 and APOE3 microglia with LXR agonist (e.g., GW3965); perform Seahorse XF analysis for real-time OCR/ECAR measurement; measure inflammatory cytokines by ELISA; confirm ABCA1/ABCG1 expression by qPCR
IF human APOE4/4 iPSC-derived microglia are treated with a selective ABCA1 agonist (e.g., GSK3002981) THEN cholesterol efflux to apolipoprotein will increase to levels comparable to APOE3/3 microglia within 48 hours using primary human microglial cultures
pending conf: 0.50
Expected outcome: Cholesterol efflux rate in APOE4 microglia will normalize to ≥85% of APOE3 levels, with concomitant reduction in intracellular lipid droplet accumulation as measured by Nile Red staining
Falsified by: If ABCA1 agonist treatment fails to increase cholesterol efflux in APOE4 microglia by at least 40% compared to vehicle control, or if residual efflux remains below 70% of APOE3 levels, the hypothesis that ABCA1 dysfunction underlies microglial metabolic impairment is falsified
Method: iPSC-derived microglia from APOE4/4 and APOE3/3 donors will be differentiated and treated with 10μM GSK3002981 or vehicle for 48 hours. Cholesterol efflux will be quantified using [³H]cholesterol labeling and apoA-I mediated efflux assay. Lipid droplet quantification will use Nile Red and flow cytometry analysis
IF aged APOE4-targeted replacement mice receive chronic LDLR agonism via PCSK9 inhibitor treatment THEN microglial metabolic phenotype will shift from glycolytic (Warburg signature) toward oxidative phosphorylation using in vivo seahorse assay
pending conf: 0.50
Expected outcome: Microglial oxygen consumption rate (OCR) will increase by ≥50% and extracellular acidification rate (ECAR) will decrease by ≥30%, indicating metabolic reversion toward oxidative phosphorylation matching wild-type mice
Falsified by: If microglial OCR remains unchanged or increases by less than 20%, and ECAR does not decrease below baseline, despite effective LDLR upregulation (confirmed by hepatic LDLR Western blot), the hypothesis that LDLR dysfunction drives APOE4 microglial metabolic reprogramming is falsified
Method: 12-month-old APOE4-TR mice will be treated with evolocumab (10mg/kg, biweekly, ip) for 8 weeks. Freshly isolated brain microglia will be analyzed using Seahorse XFe96 extracellular flux analyzer. OCR/ECAR ratios will be compared to APOE3-TR and C57BL/6J controls. LDLR expression confirmed by Western blot of liver and brain tissue

Knowledge Subgraph (5 edges)

co discussed (5)

APOECSF1RAKTCTSDAKTLAMP1CTSDMAPKLAMP1MAPK

Mechanism Pathway for APOE, ABCA1, LDLR

Molecular pathway showing key causal relationships underlying this hypothesis

graph TD
    APOE["APOE"] -->|co discussed| CSF1R["CSF1R"]
    AKT["AKT"] -->|co discussed| CTSD["CTSD"]
    AKT_1["AKT"] -->|co discussed| LAMP1["LAMP1"]
    CTSD_2["CTSD"] -->|co discussed| MAPK["MAPK"]
    LAMP1_3["LAMP1"] -->|co discussed| MAPK_4["MAPK"]
    style APOE fill:#ce93d8,stroke:#333,color:#000
    style CSF1R fill:#ce93d8,stroke:#333,color:#000
    style AKT fill:#ce93d8,stroke:#333,color:#000
    style CTSD fill:#ce93d8,stroke:#333,color:#000
    style AKT_1 fill:#ce93d8,stroke:#333,color:#000
    style LAMP1 fill:#ce93d8,stroke:#333,color:#000
    style CTSD_2 fill:#ce93d8,stroke:#333,color:#000
    style MAPK fill:#ce93d8,stroke:#333,color:#000
    style LAMP1_3 fill:#ce93d8,stroke:#333,color:#000
    style MAPK_4 fill:#ce93d8,stroke:#333,color:#000

3D Protein Structure

🧬 APOE — PDB 2L7B Click to expand 3D viewer

Experimental structure from RCSB PDB | Powered by Mol* | Rotate: click+drag | Zoom: scroll | Reset: right-click

Source Analysis

Neuroinflammation and microglial priming in early AD

neurodegeneration | 2026-04-04 | completed

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