🧪 Hypotheses

mechanistic 0.70

SASP-Mediated Complement Cascade Amplification

🧬 C1Q/C3 🏥 neurodegeneration

✅ 0.75 ✨ 0.85 💥 0.80

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

mechanistic 0.69

TREM2-Dependent Microglial Senescence Transition

🧬 TREM2 🏥 neurodegeneration

✅ 0.72 ✨ 0.78 💥 0.91

**Background and Rationale**...

mechanistic 0.67

Nutrient-Sensing Epigenetic Circuit Reactivation

🧬 SIRT1 🏥 neurodegeneration

✅ 0.95 ✨ 0.70 💥 0.85

**Molecular Mechanism and Rationale**...

mechanistic 0.66

Transcriptional Autophagy-Lysosome Coupling

🧬 FOXO1 🏥 neurodegeneration

✅ 0.75 ✨ 0.80 💥 0.78

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

mechanistic 0.66

ACSL4-Driven Ferroptotic Priming in Disease-Associated Microglia

🧬 ACSL4 🏥 Alzheimer's Disease

✅ 0.75 ✨ 0.85 💥 0.85

## 1. Molecular Mechanism and Rationale...

mechanistic 0.64

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 0.64

SASP-Driven Microglial Metabolic Reprogramming in Synaptic Phagocytosis

🧬 HK2/PFKFB3 🏥 neurodegeneration

✅ 0.70 ✨ 0.80 💥 0.75

## Molecular Mechanism...

mechanistic 0.62

Chromatin Remodeling-Mediated Nutrient Sensing Restoration

🧬 SMARCA4 🏥 neurodegeneration

✅ 0.00 ✨ 0.00 💥 0.00

**Molecular Mechanism and Rationale**...

mechanistic 0.61

TREM2-Mediated Astrocyte-Microglia Cross-Talk in Neurodegeneration

🧬 TREM2 🏥 neurodegeneration

✅ 0.00 ✨ 0.00 💥 0.00

**Background and Rationale**...

mechanistic 0.61

TREM2-ASM Crosstalk in Microglial Lysosomal Senescence

🧬 SMPD1 🏥 neurodegeneration

✅ 0.00 ✨ 0.00 💥 0.00

This hypothesis proposes that TREM2-dependent microglial senescence is mechanistically driven by dysregulated acid sphingomyelinase (ASM) activity and...

mechanistic 0.61

TREM2-Mediated Astrocyte-Microglia Crosstalk in Neurodegeneration

🧬 TREM2 🏥 neurodegeneration

✅ 0.68 ✨ 0.72 💥 0.82

**Background and Rationale**...

mechanistic 0.61

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 0.61

Digital Twin-Guided Metabolic Reprogramming

🧬 PPARGC1A/PRKAA1 🏥 neurodegeneration

✅ 0.80 ✨ 0.80 💥 0.60

**Molecular Mechanism and Rationale**...

mechanistic 0.60

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 0.60

Multi-Modal Stress Response Harmonization

🧬 NR3C1/CRH/TNFA 🏥 neurodegeneration

✅ 0.70 ✨ 0.70 💥 0.70

**Molecular Mechanism and Rationale**...

mechanistic 0.60

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 0.60

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 0.59

Selective APOE4 Degradation via Proteolysis Targeting Chimeras (PROTACs)

🧬 APOE 🏥 neurodegeneration

✅ 0.20 ✨ 0.90 💥 0.70

**Molecular Mechanism and Rationale**...

mechanistic 0.59

Metabolic NAD+ Salvage Pathway Enhancement Through NAMPT Overexpression

🧬 NAMPT 🏥 neurodegeneration

✅ 0.00 ✨ 0.00 💥 0.00

The NAD+ salvage pathway represents the primary mechanism for maintaining cellular NAD+ homeostasis in neurons, with NAMPT (nicotinamide phosphoribosy...

mechanistic 0.59

SASP-Driven Aquaporin-4 Dysregulation

🧬 AQP4 🏥 neurodegeneration

✅ 0.60 ✨ 0.65 💥 0.72

**Molecular Mechanism and Rationale**...

mechanistic 0.59

TREM2-CSF1R Cross-Talk in Microglial Metabolic Reprogramming

🧬 TREM2, CSF1R 🏥 neurodegeneration

✅ 0.00 ✨ 0.00 💥 0.00

**Background and Rationale**...

mechanistic 0.59

TREM2-SIRT1 Metabolic Senescence Circuit in Microglial Aging

🧬 TREM2 🏥 neurodegeneration

✅ 0.00 ✨ 0.00 💥 0.00

This hypothesis proposes that age-related TREM2 signaling dysfunction in microglia triggers cellular senescence through suppression of the SIRT1-depen...

mechanistic 0.59

TREM2-Mediated Astrocyte-Microglia Cross-Talk in Neurodegeneration

🧬 TREM2 🏥 neurodegeneration

✅ 0.68 ✨ 0.75 💥 0.82

**Background and Rationale**...

mechanistic 0.58

Microbial Inflammasome Priming Prevention

🧬 NLRP3, CASP1, IL1B, PYCARD 🏥 neurodegeneration

✅ 0.80 ✨ 0.70 💥 0.80

**Molecular Mechanism and Rationale**...

mechanistic 0.58

Mitochondrial DAMPs-Driven AIM2 Inflammasome Activation in Neurodegeneration

🧬 AIM2, CASP1, IL1B, PYCARD 🏥 neurodegeneration

✅ 0.00 ✨ 0.00 💥 0.00

## Molecular Mechanism and Rationale...

mechanistic 0.58

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 0.58

TREM2-Mediated Astrocyte-Microglia Cross-Talk in Neurodegeneration

🧬 TREM2 🏥 neurodegeneration

✅ 0.68 ✨ 0.75 💥 0.82

**Background and Rationale**...

mechanistic 0.58

Mitochondrial DNA-Driven AIM2 Inflammasome Activation in Neurodegeneration

🧬 AIM2, CASP1, IL1B, PYCARD 🏥 neurodegeneration

✅ 0.00 ✨ 0.00 💥 0.00

## Molecular Mechanism and Rationale...

mechanistic 0.57

TREM2-Mediated Cholesterol Dysregulation in Microglial Senescence

🧬 CYP46A1 🏥 neurodegeneration

✅ 0.65 ✨ 0.78 💥 0.75

## Molecular Mechanism and Rationale...

mechanistic 0.56

SASP-Mediated Cholinergic Synapse Disruption

🧬 MMP2/MMP9 🏥 neurodegeneration

✅ 0.65 ✨ 0.75 💥 0.65

**Molecular Mechanism and Rationale**...