🧪 Hypotheses

mechanistic 0.89

ACSL4-Driven Ferroptotic Priming in Disease-Associated Microglia

🧬 ACSL4 🏥 alzheimers 📖 56🏛 3

✅ 0.75 ✨ 0.85 💥 0.85

## Mechanistic Overview...

mechanistic 0.80

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

🧬 ACSL4 🏥 alzheimers 📖 48🏛 4

✅ 0.60 ✨ 0.56 💥 0.00

## Mechanistic Overview...

mechanistic 0.80

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

🧬 ACSL4 🏥 alzheimers 📖 45🏛 5

✅ 0.50 ✨ 0.63 💥 0.00

## Mechanistic Overview...

mechanistic 0.78

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

🧬 ACSL4 🏥 alzheimers 📖 44🏛 4

✅ 0.60 ✨ 0.54 💥 0.00

## Mechanistic Overview...

mechanistic 0.78

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

🧬 LPCAT3 🏥 alzheimers 📖 44🏛 4

✅ 0.58 ✨ 0.58 💥 0.00

## Mechanistic Overview...

mechanistic 0.78

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

🧬 LPCAT3 🏥 alzheimers 📖 43🏛 3

✅ 0.58 ✨ 0.52 💥 0.00

## Mechanistic Overview...

mechanistic 0.77

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

🧬 ALOX15 🏥 alzheimers 📖 44🏛 4

✅ 0.50 ✨ 0.62 💥 0.00

## Mechanistic Overview...

mechanistic 0.76

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

🧬 LPCAT3 🏥 alzheimers 📖 43🏛 4

✅ 0.63 ✨ 0.51 💥 0.00

## Mechanistic Overview...

mechanistic 0.76

Cell-Type Specific TREM2 Upregulation in DAM Microglia

🧬 TREM2 🏥 alzheimers 📖 30🏛 3

✅ 0.70 ✨ 0.65 💥 0.75

## Mechanistic Overview...

mechanistic 0.75

GFAP-Positive Reactive Astrocyte Subtype Delineation

🧬 GFAP 🏥 alzheimers 📖 32🏛 3

✅ 0.65 ✨ 0.60 💥 0.70

## Mechanistic Overview...

mechanistic 0.75

Astrocyte C3aR Signaling as Bifurcation Point for A1/A2 Fate

🧬 C3, C3aR, NFKB1, PPARGC1A 🏥 alzheimers-disease-parkinsons 📖 8🏛 1

✅ 0.50 ✨ 0.50 💥 0.50

## Mechanistic Overview...

mechanistic 0.74

APOE Isoform Expression Across Glial Subtypes

🧬 APOE 🏥 alzheimers 📖 30🏛 3

✅ 0.55 ✨ 0.60 💥 0.60

## Mechanistic Overview...

mechanistic 0.74

SIRT3-Mediated Mitochondrial Deacetylation Failure with PINK1/Parkin Mitophagy Dysfunction

🧬 SIRT3 🏥 alzheimers 📖 28🏛 3

✅ 0.65 ✨ 0.70 💥 0.72

## Mechanistic Overview...

mechanistic 0.72

TREM2-DAP12 Signalosome Enhancement — Boosting PI3K-AKT-mTOR Axis for Microglial Metabolic Fitness

🧬 TREM2, TYROBP, SYK, PI3K 🏥 alzheimers 📖 6🏛 3

✅ 0.55 ✨ 0.80 💥 0.73

## Mechanistic Overview...

mechanistic 0.71

TREM2-APOE4 Axis Drives Metabolic Inflexibility in DAM

🧬 TREM2, APOE4, LDHA 🏥 alzheimers 📖 8🏛 1

✅ 0.50 ✨ 0.50 💥 0.50

## Mechanistic Overview...

mechanistic 0.70

CD8+ T-Cell Perforin Pathway as Driver of Neuronal Pyramid Loss

🧬 GZMB, PRF1, HLA-E, NKG2D 🏥 alzheimers-disease-parkinsons 📖 5🏛 1

✅ 0.50 ✨ 0.50 💥 0.50

## Mechanistic Overview...

mechanistic 0.68

Complement C1QA Spatial Gradient in Cortical Layers

🧬 C1QA 🏥 alzheimers 📖 10🏛 3

✅ 0.55 ✨ 0.70 💥 0.60

## Mechanistic Overview...

mechanistic 0.67

Excitatory Neuron Vulnerability via SLC17A7 Downregulation

🧬 SLC17A7 🏥 alzheimers 📖 7🏛 3

✅ 0.60 ✨ 0.70 💥 0.65

## Mechanistic Overview...

mechanistic 0.67

C1q-TREM2 Competition for Phosphatidylserine as Pruning Checkpoint

🧬 C1QA, C1QB, TREM2, PSR 🏥 alzheimers 📖 7🏛 1

✅ 0.50 ✨ 0.50 💥 0.50

## Mechanistic Overview...

mechanistic 0.67

Astrocyte MCT1/MCT4 Ratio Disruption with Metabolic Uncoupling

🧬 SLC16A1 🏥 alzheimers 📖 26🏛 3

✅ 0.55 ✨ 0.72 💥 0.60

## Mechanistic Overview...

mechanistic 0.66

Vascular mural cell degeneration precedes and exacerbates parenchymal pathology

🧬 PDGFRB 🏥 alzheimers 📖 9🏛 4

✅ 0.70 ✨ 0.75 💥 0.82

## Mechanistic Overview...

mechanistic 0.66

SPP1+ DAM as Source of Autoimmunity in Neurodegeneration

🧬 SPP1, GALECTIN3, LGALS3, CXCR4 🏥 alzheimers 📖 7🏛 1

✅ 0.50 ✨ 0.50 💥 0.50

## Mechanistic Overview...

mechanistic 0.64

Heterogeneous astrocyte activation states differentially impact neuronal survival across AD progression

🧬 GFAP 🏥 alzheimers 📖 18🏛 3

✅ 0.70 ✨ 0.75 💥 0.82

## Mechanistic Overview...

mechanistic 0.63

Layer V excitatory neurons show selectively enhanced vulnerability through dysregulated calcium signaling

🧬 SLC17A7 🏥 alzheimers 📖 1🏛 4

✅ 0.70 ✨ 0.75 💥 0.82

## Mechanistic Overview...

mechanistic 0.63

Microglial TREM2 downregulation impairs damage-associated response in late-stage Alzheimer's disease

🧬 TREM2 🏥 alzheimers 📖 16🏛 4

✅ 0.70 ✨ 0.75 💥 0.82

## Mechanistic Overview...

mechanistic 0.60

LRP1-Dependent Tau Uptake Disruption

🧬 LRP1 🏥 alzheimers 📖 31🏛 2

✅ 0.46 ✨ 0.40 💥 0.49

**Overview**...

mechanistic 0.60

OPC differentiation blockade contributes to white matter degeneration in early-stage AD

🧬 PDGFRA 🏥 alzheimers 📖 6🏛 3

✅ 0.70 ✨ 0.75 💥 0.82

## Mechanistic Overview...

mechanistic 0.59

VCP-Mediated Autophagy Enhancement

🧬 VCP 🏥 alzheimers 📖 17🏛 2

✅ 0.46 ✨ 0.40 💥 0.50

**Molecular Mechanism and Rationale**...

mechanistic 0.57

APOE4 dual function: beneficial astrocyte anti-inflammatory signaling vs. pathogenic microglial lipid peroxidation

🧬 APOE 🏥 alzheimers 📖 5🏛 1

✅ 0.78 ✨ 0.72 💥 0.00

APOE4's beneficial immune function operates through enhanced astrocyte-mediated lipid metabolism and anti-inflammatory signaling, while its AD risk em...

mechanistic 0.53

Gut-derived butyrate reprograms microglia for amyloid clearance via HDAC2 inhibition

🧬 HDAC2 🏥 alzheimers 📖 5🏛 1

✅ 0.78 ✨ 0.68 💥 0.00

Specific butyrate-producing gut bacteria (e.g., Faecalibacterium, Roseburia) generate systemic butyrate that crosses the blood-brain barrier and inhib...