🧪 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 0.90

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 0.87

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 0.84

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 0.82

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 0.81

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 0.80

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 0.79

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

SASP-Driven Aquaporin-4 Dysregulation

🧬 AQP4 🏥 neurodegeneration 📖 34🏛 2

✅ 0.60 ✨ 0.65 💥 0.72

## Mechanistic Overview...

mechanistic 0.78

TFEB Nuclear Translocation to Reset Lysosomal-Hypoxia Axis

🧬 TFEB, MTOR 🏥 neurodegeneration 📖 21🏛 1

✅ 0.65 ✨ 0.70 💥 0.68

## Mechanistic Overview...

mechanistic 0.78

Transcriptional Autophagy-Lysosome Coupling

🧬 FOXO1 🏥 neurodegeneration 📖 52🏛 2

✅ 0.67 ✨ 0.72 💥 0.72

## 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 0.76

STMN2 Cryptic Exon Inclusion is the Earliest Loss-of-Function Marker of TDP-43 Nuclear Depletion in ALS Motor Neurons

🧬 TARDBP 🏥 als 📖 5🏛 1

✅ 0.75 ✨ 0.55 💥 0.88

Loss of nuclear TDP-43 in ALS motor neurons first manifests as aberrant inclusion of the STMN2 cryptic exon 2a, producing a truncated non-functional S...

mechanistic 0.75

Metabolic NAD+ Salvage Pathway Enhancement Through NAMPT Overexpression

🧬 NAMPT 🏥 neurodegeneration 📖 43🏛 3

✅ 0.84 ✨ 0.68 💥 0.77

**Molecular Mechanism and Rationale**...

mechanistic 0.74

Senescent Cell Mitochondrial DNA Release

🧬 CGAS/STING1/DNASE2 🏥 neurodegeneration 📖 37🏛 2

✅ 0.45 ✨ 0.85 💥 0.60

## Mechanistic Overview...

mechanistic 0.73

Phase-Separated Organelle Targeting

🧬 G3BP1 🏥 neurodegeneration 📖 31🏛 2

✅ 0.75 ✨ 0.70 💥 0.80

## Molecular Mechanism and Rationale...

mechanistic 0.73

TFAM overexpression creates mitochondrial donor-recipient gradients for directed organelle trafficking

🧬 TFAM 🏥 neurodegeneration 📖 38🏛 2

✅ 0.60 ✨ 0.70 💥 0.70

## Mechanistic Overview...

mechanistic 0.72

TBK1 Loss-of-Function Amplifies C1q-Mediated Synapse Elimination Through Type I IFN Hyperactivation

🧬 TBK1 🏥 neurodegeneration 📖 18🏛 1

✅ 0.45 ✨ 0.70 💥 0.60

**Molecular Mechanism and Rationale**...

mechanistic 0.72

Circadian Rhythm Entrainment of Reactive Astrocytes

🧬 BMAL1 🏥 neurodegeneration 📖 33🏛 2

✅ 0.40 ✨ 0.75 💥 0.60

## Mechanistic Overview...

mechanistic 0.72

Stress Granule Phase Separation Modulators

🧬 G3BP1 🏥 neurodegeneration 📖 31🏛 2

✅ 0.75 ✨ 0.70 💥 0.80

## Mechanistic Overview...

mechanistic 0.71

Circadian-Synchronized LRP1 Pathway Activation

🧬 LRP1, MTNR1A, MTNR1B 🏥 neurodegeneration 📖 23🏛 2

✅ 0.60 ✨ 0.70 💥 0.50

## Mechanistic Overview...

mechanistic 0.71

Metabolic Circuit Breaker via Lipid Droplet Modulation

🧬 PLIN2 🏥 neurodegeneration 📖 35🏛 2

✅ 0.70 ✨ 0.80 💥 0.70

## Mechanistic Overview...

mechanistic 0.71

Autophagosome Maturation Checkpoint Control

🧬 STX17 🏥 neurodegeneration 📖 21🏛 2

✅ 0.45 ✨ 0.85 💥 0.75

## Molecular Mechanism and Rationale...

mechanistic 0.70

Microglial Efferocytosis Enhancement via GPR32 Superagonists

🧬 CMKLR1 🏥 neurodegeneration 📖 24🏛 2

✅ 0.60 ✨ 0.70 💥 0.70

## Mechanistic Overview...

mechanistic 0.70

Mechanosensitive Ion Channel Reprogramming

🧬 PIEZO1 and KCNK2 🏥 neurodegeneration 📖 34🏛 2

✅ 0.60 ✨ 0.80 💥 0.65

## Mechanistic Overview...

mechanistic 0.70

SARM1-Mediated NAD+ Depletion as Terminal Executor of MCT1-Dependent Axon Degeneration

🧬 SARM1, NMNAT2 🏥 neurodegeneration 📖 12🏛 1

✅ 0.55 ✨ 0.85 💥 0.72

## Mechanistic Overview...