🧪 Hypotheses

mechanistic 0.96

TREM2-Dependent Astrocyte-Microglia Cross-talk in Neurodegeneration

🧬 TREM2 🏥 neurodegeneration

✅ 0.00 ✨ 0.00 💥 0.00

**Background and Rationale** TREM2 variants represent major genetic risk factors for Alzheimer's disease, with loss-of-function mutations increasing d...

mechanistic 0.90

TREM2-Mediated Astrocyte-Microglia Cross-Talk in Neurodegeneration

🧬 TREM2 🏥 neurodegeneration

✅ 0.00 ✨ 0.00 💥 0.00

**Background and Rationale**...

mechanistic 0.90

SIRT1-Mediated Reversal of TREM2-Dependent Microglial Senescence

🧬 SIRT1 🏥 neurodegeneration

✅ 0.00 ✨ 0.00 💥 0.00

This hypothesis proposes that targeted epigenetic reactivation of SIRT1 can reverse the age-related senescence transition in microglia that is mediate...

mechanistic 0.89

TREM2-CSF1R Cross-Talk in Microglial Metabolic Reprogramming

🧬 TREM2, CSF1R 🏥 neurodegeneration

✅ 0.00 ✨ 0.00 💥 0.00

**Background and Rationale**...

mechanistic 0.88

TREM2-Mediated Astrocyte-Microglia Cross-Talk in Neurodegeneration

🧬 TREM2 🏥 neurodegeneration

✅ 0.68 ✨ 0.75 💥 0.82

**Background and Rationale**...

mechanistic 0.88

TREM2-Mediated Astrocyte-Microglia Cross-Talk in Neurodegeneration

🧬 TREM2 🏥 neurodegeneration

✅ 0.68 ✨ 0.75 💥 0.82

**Background and Rationale**...

mechanistic 0.86

TREM2-Dependent Microglial Senescence Transition

🧬 TREM2 🏥 neurodegeneration

✅ 0.72 ✨ 0.78 💥 0.91

**Background and Rationale**...

mechanistic 0.85

Gut Microbiome Remodeling to Prevent Systemic NLRP3 Priming in Neurodegeneration

🧬 NLRP3, CASP1, IL1B, PYCARD 🏥 neurodegeneration

✅ 0.00 ✨ 0.00 💥 0.00

## Molecular Mechanism and Rationale...

mechanistic 0.85

Nutrient-Sensing Epigenetic Circuit Reactivation

🧬 SIRT1 🏥 neurodegeneration

✅ 0.95 ✨ 0.70 💥 0.85

**Molecular Mechanism and Rationale**...

mechanistic 0.84

SASP-Mediated Complement Cascade Amplification

🧬 C1Q/C3 🏥 neurodegeneration

✅ 0.75 ✨ 0.85 💥 0.80

**SASP-Mediated Complement Cascade Amplification in Alzheimer's Disease**...

mechanistic 0.83

Transcriptional Autophagy-Lysosome Coupling

🧬 FOXO1 🏥 neurodegeneration

✅ 0.75 ✨ 0.80 💥 0.78

**Transcriptional Autophagy-Lysosome Coupling via FOXO1-TFEB Coordination**...

mechanistic 0.83

ACSL4-Driven Ferroptotic Priming in Disease-Associated Microglia

🧬 ACSL4 🏥 Alzheimer's Disease

✅ 0.75 ✨ 0.85 💥 0.85

## 1. Molecular Mechanism and Rationale...

mechanistic 0.82

Microglial AIM2 Inflammasome as the Primary Driver of TDP-43 Proteinopathy Neuroinflammation in ALS/FTD

🧬 AIM2, CASP1, IL1B, PYCARD, TARDBP 🏥 neurodegeneration

✅ 0.00 ✨ 0.00 💥 0.00

## Molecular Mechanism and Rationale...

mechanistic 0.82

Astrocyte-Intrinsic NLRP3 Inflammasome Activation by Alpha-Synuclein Aggregates Drives Non-Cell-Autonomous Neurodegenera

🧬 NLRP3, CASP1, IL1B, PYCARD 🏥 neurodegeneration

✅ 0.00 ✨ 0.00 💥 0.00

## Molecular Mechanism and Rationale...

mechanistic 0.81

Mitochondrial DAMPs-Driven AIM2 Inflammasome Activation in Neurodegeneration

🧬 AIM2, CASP1, IL1B, PYCARD 🏥 neurodegeneration

✅ 0.00 ✨ 0.00 💥 0.00

## Molecular Mechanism and Rationale...

mechanistic 0.80

Calcium-Dysregulated mPTP Opening as an Alternative mtDNA Release Mechanism for AIM2 Inflammasome Activation in Neurodeg

🧬 AIM2, CASP1, IL1B, PYCARD, PPIF 🏥 neurodegeneration

✅ 0.00 ✨ 0.00 💥 0.00

## Molecular Mechanism and Rationale...

mechanistic 0.80

Mitochondrial DNA-Driven AIM2 Inflammasome Activation in Neurodegeneration

🧬 AIM2, CASP1, IL1B, PYCARD 🏥 neurodegeneration

✅ 0.00 ✨ 0.00 💥 0.00

## Molecular Mechanism and Rationale...

mechanistic 0.80

40 Hz Gamma Entrainment Gates ACSL4-Mediated Ferroptotic Priming to Selectively Eliminate Disease-Associated Microglia

🧬 ACSL4 🏥 Alzheimer's Disease

✅ 0.00 ✨ 0.00 💥 0.00

## Molecular Mechanism and Rationale...

mechanistic 0.80

ACSL4-Ferroptotic Priming in Stressed Oligodendrocytes Drives White Matter Degeneration in Alzheimer's Disease

🧬 ACSL4 🏥 Alzheimer's Disease

✅ 0.00 ✨ 0.00 💥 0.00

## Molecular Mechanism and Rationale...

mechanistic 0.79

Selective APOE4 Degradation via Proteolysis Targeting Chimeras (PROTACs)

🧬 APOE 🏥 neurodegeneration

✅ 0.20 ✨ 0.90 💥 0.70

**Molecular Mechanism and Rationale**...

mechanistic 0.78

Competitive APOE4 Domain Stabilization Peptides

🧬 APOE 🏥 neurodegeneration

✅ 0.20 ✨ 0.80 💥 0.60

**Molecular Mechanism and Rationale**...

mechanistic 0.78

SASP-Driven Aquaporin-4 Dysregulation

🧬 AQP4 🏥 neurodegeneration

✅ 0.60 ✨ 0.65 💥 0.72

**Molecular Mechanism and Rationale**...

mechanistic 0.78

LPCAT3-Mediated Lands Cycle Remodeling as the Primary Ferroptotic Priming Engine in Disease-Associated Microglia

🧬 LPCAT3 🏥 Alzheimer's Disease

✅ 0.00 ✨ 0.00 💥 0.00

## Molecular Mechanism and Rationale...

mechanistic 0.78

ACSL4-Driven Ferroptotic Priming in Disease-Associated Oligodendrocytes Underlies White Matter Degeneration in Alzheimer

🧬 ACSL4 🏥 Alzheimer's Disease

✅ 0.00 ✨ 0.00 💥 0.00

## Molecular Mechanism and Rationale...

mechanistic 0.78

TFEB Nuclear Translocation to Reset Lysosomal-Hypoxia Axis

🧬 TFEB, MTOR 🏥 neurodegeneration

✅ 0.65 ✨ 0.70 💥 0.68

## Molecular Mechanism and Rationale...

mechanistic 0.78

ALOX15-Driven Enzymatic Ferroptosis in AD Oligodendrocytes via PUFA-PE Peroxidation

🧬 ALOX15 🏥 Alzheimer's Disease

✅ 0.00 ✨ 0.00 💥 0.00

## Molecular Mechanism and Rationale...

mechanistic 0.78

LPCAT3-Mediated Lands Cycle Amplification of Ferroptotic Substrate Pools in Disease-Associated Microglia

🧬 LPCAT3 🏥 Alzheimer's Disease

✅ 0.00 ✨ 0.00 💥 0.00

## Molecular Mechanism and Rationale...

mechanistic 0.77

LPCAT3-Mediated Lands Cycle Amplification of Ferroptotic Vulnerability in Disease-Associated Microglia

🧬 LPCAT3 🏥 Alzheimer's Disease

✅ 0.00 ✨ 0.00 💥 0.00

## Molecular Mechanism and Rationale...

mechanistic 0.76

APOE4 Allosteric Rescue via Small Molecule Chaperones

🧬 APOE 🏥 neurodegeneration

✅ 0.30 ✨ 0.90 💥 0.80

## **Molecular Mechanism and Rationale**...

mechanistic 0.76

SASP-Mediated Cholinergic Synapse Disruption

🧬 MMP2/MMP9 🏥 neurodegeneration

✅ 0.65 ✨ 0.75 💥 0.65

**Molecular Mechanism and Rationale**...