🧪 Hypotheses

mechanistic 0.00

eIF2α Phosphorylation Imbalance Disrupts Mitochondrial Protein Import and Bioenergetics in ALS Motor Neurons

🧬 EIF2S1,eIF2α,PERK,GCN2,ATF4,TOMM20,TIMM23,NDUFS1,NDUFS3,COX4I1,COX5A,mitochondrial protein import 🏥 als 📖 5🏛 1

✅ 0.00 ✨ 0.00 💥 0.00

The Integrated Stress Response (ISR) controls cellular protein synthesis through eIF2α phosphorylation, but this hypothesis proposes that chronic ISR ...

mechanistic 0.96

GluN2B-Mediated Thalamocortical Control of Glymphatic Tau Clearance

🧬 GRIN2B 🏥 neuroscience 📖 30🏛 4

✅ 0.85 ✨ 0.78 💥 0.82

## Mechanistic Overview...

mechanistic 0.95

Cortico-Striatal Synchrony Restoration via NMDA Modulation

🧬 GRIN2B 🏥 neuroscience 📖 15🏛 3

✅ 0.78 ✨ 0.34 💥 0.80

**Molecular Mechanism and Rationale**...

mechanistic 0.94

Microglial-Mediated Tau Clearance Dysfunction via TREM2 Receptor Impairment

🧬 MAPT 🏥 neuroscience 📖 17🏛 3

✅ 0.77 ✨ 0.56 💥 0.79

**Molecular Mechanism and Rationale**...

mechanistic 0.92

Gut Microbiome Remodeling to Prevent Systemic NLRP3 Priming in Neurodegeneration

🧬 NLRP3, CASP1, IL1B, PYCARD 🏥 neurodegeneration 📖 51🏛 1

✅ 0.72 ✨ 0.50 💥 0.00

## Mechanistic Overview...

mechanistic 0.90

eIF2α Phosphorylation Imbalance Creates Integrated Stress Response Overflow That Represses Axonal Protein Synthesis in A

🧬 EIF2S1,eIF2α,PERK,GCN2,ATF4,ATF5,CHOP,DDIT3,integrated stress response,protein synthesis 🏥 als 📖 15🏛 1

✅ 0.68 ✨ 0.82 💥 0.78

The Integrated Stress Response (ISR) is a central regulatory pathway that controls global protein synthesis through phosphorylation of eIF2α (Ser51). ...

mechanistic 0.89

SIRT1-Mediated Reversal of TREM2-Dependent Microglial Senescence

🧬 SIRT1 🏥 neurodegeneration 📖 61🏛 3

✅ 0.80 ✨ 0.70 💥 0.76

## Mechanistic Overview...

mechanistic 0.89

TREM2-Mediated Astrocyte-Microglia Crosstalk in Neurodegeneration

🧬 TREM2 🏥 neurodegeneration 📖 21🏛 3

✅ 0.68 ✨ 0.72 💥 0.82

## Mechanistic Overview...

mechanistic 0.89

ACSL4-Driven Ferroptotic Priming in Disease-Associated Microglia

🧬 ACSL4 🏥 alzheimers 📖 56🏛 3

✅ 0.75 ✨ 0.85 💥 0.85

## Mechanistic Overview...

mechanistic 0.87

RBM45 Liquid-Liquid Phase Separation Dominance Hijacks RNA Processing Condensates Toward Pathological Aggregation in ALS

🧬 RBM45,GSK3B,TDP-43,TARDBP,hnRNP A1,HNRNPA1,phase separation,Liquid droplet 🏥 als 📖 7🏛 1

✅ 0.68 ✨ 0.82 💥 0.78

RBM45 (RNA Binding Motif Protein 45) is a predominantly neuronal RNA-binding protein that undergoes ALS-associated disease modifications (phosphorylat...

mechanistic 0.86

SFPQ Paralog Displacement Triggers Cryptic Polyadenylation and Global RNA Stability Loss in ALS Motor Neurons

🧬 SFPQ,NONO,PSP1,TARDBP,poly(A) machinery,CPSF,PABPN1 🏥 als 📖 5🏛 1

✅ 0.68 ✨ 0.82 💥 0.78

SFPQ (Splicing Factor Proline-Glutamine Rich) is a non-POU domain octamer binding protein (NONO) family member that functions as an essential splicing...

mechanistic 0.85

hnRNP A2/B1 Staufen2-Mediated Axonal RNA Granule Transport Failure Drives Distal Axon Degeneration in ALS

🧬 HNRNPA2B1,STAU2,PRMT1,GSK3B,MAP1B,β-actin,axonal transport machinery 🏥 als 📖 9🏛 1

✅ 0.68 ✨ 0.82 💥 0.78

hnRNP A2/B1 is an RNA-binding protein that assembles into axonal RNA granules with Staufen2 (STAU2), mediating the long-range transport of mRNAs (incl...

mechanistic 0.85

Prime Editing Precision Correction of APOE4 to APOE3 in Microglia

🧬 APOE 🏥 neurodegeneration 📖 28🏛 3

✅ 0.65 ✨ 0.80 💥 0.85

## Mechanistic Overview...

mechanistic 0.84

ATM Kinase Hyperactivation Triggers DNA Damage Response Overflow and p53-Dependent Motor Neuron Apoptosis in ALS

🧬 ATM,CHEK2,TP53,BAX,PUMA,BCL2,DNA damage response,oxidative stress 🏥 als 📖 9🏛 1

✅ 0.68 ✨ 0.82 💥 0.78

ATM (Ataxia Telangiectasia Mutated) is a DNA damage response (DDR) kinase that normally activates in response to double-strand breaks (DSBs). This hyp...

mechanistic 0.83

IL-6 Trans-Signaling Blockade at the Oligodendrocyte-Microglia Interface

🧬 IL6R, IL6 🏥 neuroinflammation 📖 29🏛 1

✅ 0.72 ✨ 0.65 💥 0.80

## Mechanistic Overview...

mechanistic 0.82

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

🧬 AIM2, CASP1, IL1B, PYCARD, TARDBP 🏥 neurodegeneration 📖 31🏛 1

✅ 0.60 ✨ 0.64 💥 0.00

## Mechanistic Overview...

mechanistic 0.82

GLE1-Mediated mRNA Export Defect Creates Translation-Competent mRNA Starvation in ALS Motor Neuron Axons

🧬 GLE1,DBP10,EXPORTIN-1,XPO1,mRNA export machinery,NPC 🏥 als 📖 4🏛 1

✅ 0.68 ✨ 0.82 💥 0.78

GLE1 (Gle1) is an essential mRNA export factor that functions at the nuclear pore complex (NPC) cytoplasmic face, mediating the release of mRNA export...

mechanistic 0.82

SASP-Mediated Complement Cascade Amplification

🧬 C1Q/C3 🏥 neurodegeneration 📖 38🏛 3

✅ 0.73 ✨ 0.71 💥 0.76

## Mechanistic Overview...

mechanistic 0.82

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

🧬 NLRP3, CASP1, IL1B, PYCARD 🏥 neurodegeneration 📖 31🏛 1

✅ 0.62 ✨ 0.50 💥 0.00

## Mechanistic Overview...

mechanistic 0.81

TIA1 Low-Complexity Domain Oxidation Drives Aberrant Stress Granule Assembly and TDP-43 Mislocalization in ALS Motor Neu

🧬 TIA1,TDP-43,TARDBP,G3BP1,MAPK1,Oxidative stress response 🏥 als 📖 4🏛 1

✅ 0.68 ✨ 0.82 💥 0.78

TIA1 (TIA-1) is an essential stress granule (SG) nucleator that undergoes oxidation-sensitive conformational changes in its low-complexity (LC) domain...

mechanistic 0.81

Mitochondrial DAMPs-Driven AIM2 Inflammasome Activation in Neurodegeneration

🧬 AIM2, CASP1, IL1B, PYCARD 🏥 neurodegeneration 📖 31🏛 1

✅ 0.66 ✨ 0.53 💥 0.00

## Mechanistic Overview...

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 📖 31🏛 1

✅ 0.64 ✨ 0.52 💥 0.00

## Mechanistic Overview...

mechanistic 0.80

Mitochondrial DNA-Driven AIM2 Inflammasome Activation in Neurodegeneration

🧬 AIM2, CASP1, IL1B, PYCARD 🏥 neurodegeneration 📖 31🏛 1

✅ 0.66 ✨ 0.52 💥 0.00

## Mechanistic Overview...

mechanistic 0.80

MATR3 Nuclear Body Disruption Impairs RNA Processing Hubs and Triggers Splicing Defects in ALS Motor Neurons

🧬 MATR3,U1 snRNP,SNRPB,SNRNP70, splicing machinery,spliceosome 🏥 als 📖 5🏛 1

✅ 0.68 ✨ 0.82 💥 0.78

MATR3 (Matrin-3) is a nuclear matrix protein that forms distinct nuclear bodies (MATR3-NBs) functioning as RNA processing hubs for spliceosome recycli...

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 0.79

Selective APOE4 Degradation via Proteolysis Targeting Chimeras (PROTACs)

🧬 APOE 🏥 neurodegeneration 📖 87🏛 2

✅ 0.20 ✨ 0.90 💥 0.70

## Mechanistic Overview...

mechanistic 0.79

Targeting SASP-Complement Amplification Through HIF-1α Downstream Effectors

🧬 C1QA, C1QB, C3, IL1B 🏥 neurodegeneration 📖 10🏛 1

✅ 0.78 ✨ 0.65 💥 0.75

## Mechanistic Overview...

mechanistic 0.78

Competitive APOE4 Domain Stabilization Peptides

🧬 APOE 🏥 neurodegeneration 📖 84🏛 2

✅ 0.20 ✨ 0.80 💥 0.60

## Mechanistic Overview...

mechanistic 0.78

LAMP2A Liquid-Liquid Phase Separation Defects in Dopaminergic Neurons Create Selective Vulnerability to SNCA-Mediated CM

🧬 LAMP2 🏥 neurodegeneration 📖 5🏛 1

✅ 0.00 ✨ 0.92 💥 0.00

LAMP2A exists in the lysosomal membrane as both monomers and higher-order oligomers that undergo liquid-liquid phase separation (LLPS) to form membran...