🧪 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 📖 19🏛 4

✅ 0.85 ✨ 0.78 💥 0.82

## Mechanistic Overview...

mechanistic 0.91

Gut Microbiome Remodeling to Prevent Systemic NLRP3 Priming in Neurodegeneration

🧬 NLRP3, CASP1, IL1B, PYCARD 🏥 neurodegeneration 📖 34🏛 1

✅ 0.72 ✨ 0.50 💥 0.00

## Mechanistic Overview...

mechanistic 0.89

SIRT1-Mediated Reversal of TREM2-Dependent Microglial Senescence

🧬 SIRT1 🏥 neurodegeneration 📖 54🏛 3

✅ 0.80 ✨ 0.70 💥 0.76

## Mechanistic Overview...

mechanistic 0.89

TREM2-Mediated Astrocyte-Microglia Crosstalk in Neurodegeneration

🧬 TREM2 🏥 neurodegeneration 📖 1🏛 3

✅ 0.68 ✨ 0.72 💥 0.82

## Mechanistic Overview...

mechanistic 0.87

ACSL4-Driven Ferroptotic Priming in Disease-Associated Microglia

🧬 ACSL4 🏥 Alzheimer's Disease 📖 41🏛 3

✅ 0.75 ✨ 0.85 💥 0.85

## Mechanistic Overview...

mechanistic 0.87

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 📖 5🏛 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 0.86

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 📖 5🏛 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 0.85

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 📖 2🏛 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 0.84

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 📖 3🏛 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

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 📖 4🏛 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 0.83

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

🧬 IL6R, IL6 🏥 neuroinflammation 📖 12🏛 1

✅ 0.72 ✨ 0.65 💥 0.80

## Mechanistic Overview...

mechanistic 0.83

Prime Editing Precision Correction of APOE4 to APOE3 in Microglia

🧬 APOE 🏥 neurodegeneration 📖 20🏛 3

✅ 0.65 ✨ 0.80 💥 0.85

## Mechanistic Overview...

mechanistic 0.83

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

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

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 0.82

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 0.81

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

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

🧬 ACSL4 🏥 Alzheimer's Disease 📖 45🏛 5

✅ 0.50 ✨ 0.63 💥 0.00

## Mechanistic Overview...

mechanistic 0.80

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

🧬 ACSL4 🏥 Alzheimer's Disease 📖 48🏛 4

✅ 0.60 ✨ 0.56 💥 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...

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

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

🧬 ACSL4 🏥 Alzheimer's Disease 📖 44🏛 4

✅ 0.60 ✨ 0.54 💥 0.00

## Mechanistic Overview...