🧪 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 ...

unknown 0.00

TBK1 Loss Triggers Astrocyte-to-Neuron Senescence Propagation Through SASP-Mediated Paracrine Signaling in ALS

🧬 TBK1 → NF-κB / IRF3 / p62-autophagy / SASP effectors 🏥 als 📖 4🏛 2

✅ 0.00 ✨ 0.00 💥 0.00

This hypothesis proposes that TBK1 loss-of-function mutations drive ALS pathogenesis by inducing senescence in astrocytes, which then propagate senesc...

unknown 0.00

TBK1 Loss Triggers eIF2α-Mediated Translational Repression Through Microglial SASP-Induced Integrated Stress Response in

🧬 TBK1, EIF2S1 🏥 als 📖 4🏛 2

✅ 0.00 ✨ 0.00 💥 0.00

This hypothesis proposes that TBK1 loss-of-function mutations drive ALS pathogenesis through a two-step mechanism: first, TBK1-deficient microglia ado...

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). ...

unknown 0.89

Hypothesis 4: Metabolic Coupling via Lactate-Shuttling Collapse

🧬 SLC16A1, SLC16A7, LDHA, PDHA1 🏥 neurodegeneration 📖 21🏛 1

✅ 0.70 ✨ 0.62 💥 0.68

## Mechanistic Overview...

combination 0.89

p38α Inhibitor and PRMT1 Activator Combination to Restore Physiological TDP-43 Phosphorylation-Methylation Balance

🧬 MAPK14/PRMT1 🏥 neurodegeneration 📖 18🏛 1

✅ 0.78 ✨ 0.65 💥 0.82

## Mechanistic Overview...

unknown 0.89

TREM2-APOE Axis Dissociation for Selective DAM Activation

🧬 TREM2-APOE axis 🏥 neurodegeneration 📖 35🏛 1

✅ 0.35 ✨ 0.78 💥 0.68

## Mechanistic Overview...

unknown 0.88

TBK1 Loss Locks Microglia in an Aged/Senescent Transcriptional State, Fueling ALS-Associated SASP

🧬 TBK1 → NF-κB / IRF3 / p62-autophagy / cGAS-STING axis 🏥 als 📖 16🏛 2

✅ 0.80 ✨ 0.82 💥 0.50

The hypothesis proposes that loss-of-function mutations in TBK1 contribute to ALS pathogenesis by trapping microglia in a senescent, pro-inflammatory ...

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...

unknown 0.86

TREM2 R47H Variant-Driven Metabolic Dysfunction as the Primary Trigger for Failed DAM Transition

🧬 NAMPT 🏥 neurodegeneration 📖 32🏛 1

✅ 0.50 ✨ 0.65 💥 0.75

## Mechanistic Overview...

unknown 0.86

H6: Aberrant eIF2α Phosphorylation Creates Stalled Translation State

🧬 EIF2S1, EIF2AK3/PERK, PPP1R15B, EIF2B 🏥 neurodegeneration 📖 50🏛 1

✅ 0.92 ✨ 0.70 💥 0.90

## Mechanistic Overview...

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...

unknown 0.84

Hypothesis 7: SST-SST1R/Gamma Entrainment-Enhanced Astrocyte Secretome

🧬 SST, SSTR1, SSTR2 🏥 neurodegeneration 📖 8🏛 1

✅ 0.85 ✨ 0.72 💥 0.82

## 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...

therapeutic 0.83

AMPK hypersensitivity in astrocytes creates enhanced mitochondrial rescue responses

🧬 PRKAA1 🏥 neurodegeneration 📖 45🏛 2

✅ 0.85 ✨ 0.80 💥 0.75

## Mechanistic Overview...

cross_disease_synthesis 0.83

TDP-43 RNA-proteostasis failure across ALS, FTD, and AD/LATE

🧬 TARDBP 🏥 multi 📖 43🏛 1

✅ 0.68 ✨ 0.82 💥 0.86

Shared mechanism across ALS, FTD, AD/LATE: Nuclear TDP-43 loss impairs RNA splicing and axonal maintenance; the same mislocalized protein forms ubiqui...

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...

unknown 0.82

STING Antagonists as ALS Therapeutics: Drug Repurposing

🧬 STING (TMEM173) 🏥 neuroinflammation 📖 13🏛 1

✅ 0.82 ✨ 0.55 💥 0.78

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

combination 0.82

HSPB1 Phosphorylation Mimetics to Promote Protective TDP-43 Liquid-Liquid Phase Separation

🧬 HSPB1 🏥 neurodegeneration 📖 19🏛 1

✅ 0.55 ✨ 0.72 💥 0.75

## Mechanistic Overview...

unknown 0.82

Autophagy-Lysosomal Pathway Dysfunction as a Unifying Proteostasis Failure

🧬 TFEB, GBA1, VPS35, TMEM175 🏥 neurodegeneration 📖 12🏛 1

✅ 0.62 ✨ 0.55 💥 0.72

Impaired autophagic flux and lysosomal degradation capacity represents a convergent failure point across AD, PD, ALS, and FTD. Multiple druggable node...

cross_disease_synthesis 0.82

C9ORF72 autophagy-lysosome collapse across ALS and FTD

🧬 C9ORF72 🏥 multi 📖 23🏛 1

✅ 0.68 ✨ 0.82 💥 0.86

Shared mechanism across ALS, FTD: C9ORF72 repeat expansion creates toxic RNA/dipeptide stress while also weakening vesicle trafficking, autophagy, and...

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...

therapeutic 0.81

Neutrophil Extracellular Trap (NET) Inhibition

🧬 PADI4 🏥 N/A 📖 10🏛 1

✅ 0.00 ✨ 0.41 💥 0.00

## Mechanistic Overview...

therapeutic 0.80

Targeted Butyrate Supplementation for Microglial Phenotype Modulation

🧬 GPR109A 🏥 neurodegeneration 📖 29🏛 3

✅ 0.90 ✨ 0.60 💥 0.80

## Mechanistic Overview...

cross_disease_synthesis 0.80

TREM2-APOE microglial state switching across AD, ALS, and PD

🧬 TREM2 🏥 multi 📖 14🏛 1

✅ 0.68 ✨ 0.82 💥 0.86

Shared mechanism across AD, ALS, PD: TREM2-APOE signaling shifts microglia into a disease-associated state that can clear debris but also amplify infl...

therapeutic 0.80

Dual-Receptor Antibody Shuttling

🧬 N/A 🏥 alzheimers 📖 10🏛 1

✅ 0.55 ✨ 0.34 💥 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...