🧪 Hypotheses

combination 0.00

LDLR-Mediated Neurosteroid Precursor Delivery Strategy

🧬 LDLR 🏥 neuropharmacology 📖 15🏛 1

✅ 0.00 ✨ 0.00 💥 0.00

The LDLR-Mediated Neurosteroid Precursor Delivery Strategy proposes utilizing the low-density lipoprotein receptor (LDLR) not for antibody transport, ...

unknown 0.00

LAMP2A Upregulation to Enhance Chaperone-Mediated Autophagy for Tau Clearance in Alzheimer's Disease

🧬 LAMP2A 🏥 proteomics 📖 0🏛 1

✅ 0.00 ✨ 0.00 💥 0.00

Age-related decline in chaperone-mediated autophagy (CMA) contributes to the selective accumulation of hyperphosphorylated tau species in Alzheimer's ...

therapeutic 0.97

Closed-loop transcranial focused ultrasound targeting EC-II SST interneurons to restore hippocampal gamma oscillations v

🧬 SST 🏥 alzheimers 📖 55🏛 3

✅ 0.00 ✨ 0.60 💥 0.00

## Mechanistic Overview...

mechanistic 0.96

GluN2B-Mediated Thalamocortical Control of Glymphatic Tau Clearance

🧬 GRIN2B 🏥 neuroscience 📖 30🏛 4

✅ 0.85 ✨ 0.78 💥 0.82

## Mechanistic Overview...

therapeutic 0.96

Closed-loop optogenetic targeting PV interneurons to restore theta-gamma coupling and prevent amyloid-induced synaptic d

🧬 PVALB 🏥 alzheimers 📖 61🏛 3

✅ 0.00 ✨ 0.50 💥 0.00

## Mechanistic Overview...

therapeutic 0.96

Closed-loop transcranial focused ultrasound targeting EC-II SST interneurons to prevent tau propagation and restore ento

🧬 SST 🏥 alzheimers 📖 50🏛 3

✅ 0.54 ✨ 0.85 💥 0.74

## 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**...

therapeutic 0.95

Gamma entrainment therapy to restore hippocampal-cortical synchrony

🧬 SST 🏥 alzheimers 📖 66🏛 2

✅ 0.88 ✨ 0.78 💥 0.80

## Mechanistic Overview...

unknown 0.94

Plasma NfL Elevation Secondary to BBB-Associated Transport Dysfunction Enables Longitudinal Neurodegeneration Tracking

🧬 NEFL 🏥 N/A 📖 30🏛 1

✅ 0.55 ✨ 0.48 💥 0.00

Neurofilament light chain (NfL) is released from damaged neurofilaments into the extracellular space, flowing into CSF and ultimately into peripheral ...

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...

therapeutic 0.89

APOE-Dependent Autophagy Restoration

🧬 MTOR 🏥 neurodegeneration 📖 56🏛 3

✅ 0.90 ✨ 0.60 💥 0.80

## Mechanistic Overview...

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...

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...

combination 0.89

Multi-Target Hypothesis: Aβ-Induced Cholinergic Damage is Partially Irreversible

🧬 APP/PSEN1 (Aβ production), CHAT (cholinergic synthesis) 🏥 N/A 📖 35🏛 1

✅ 0.60 ✨ 0.55 💥 0.85

## Mechanistic Overview...

unknown 0.89

Optimized Temporal Window for Metabolic Boosting Therapy Determines Success of Microglial State Transition Restoration

🧬 IFNG 🏥 neurodegeneration 📖 20🏛 1

✅ 0.50 ✨ 0.75 💥 0.75

## 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...

therapeutic 0.88

Beta-frequency entrainment therapy targeting PV interneuron-astrocyte coupling for tau clearance

🧬 SST 🏥 alzheimers 📖 57🏛 2

✅ 0.85 ✨ 0.82 💥 0.82

## Mechanistic Overview...

therapeutic 0.88

Circadian Glymphatic Entrainment via Targeted Orexin Receptor Modulation

🧬 HCRTR1/HCRTR2 🏥 neurodegeneration 📖 37🏛 2

✅ 0.90 ✨ 0.75 💥 0.80

## 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 ...

therapeutic 0.87

Closed-loop tACS targeting EC-II parvalbumin interneurons to restore gamma rhythmogenesis and block tau AIS disruption i

🧬 PVALB 🏥 alzheimers 📖 64🏛 2

✅ 0.86 ✨ 0.79 💥 0.80

## Mechanistic Overview...

unknown 0.87

Complement Cascade Inhibition Synaptic Protection

🧬 N/A 🏥 neurodegeneration 📖 50🏛 1

✅ 0.55 ✨ 0.70 💥 0.72

## Mechanistic Overview...

therapeutic 0.87

Closed-loop transcranial focused ultrasound to restore hippocampal gamma oscillations via direct PV interneuron recruitm

🧬 PVALB 🏥 alzheimers 📖 68🏛 3

✅ 0.82 ✨ 0.78 💥 0.75

## Mechanistic Overview...

therapeutic 0.87

Optogenetic restoration of hippocampal gamma oscillations via selective PV interneuron activation using implantable LED

🧬 PVALB 🏥 alzheimers 📖 68🏛 3

✅ 0.45 ✨ 0.78 💥 0.68

## Mechanistic Overview...

unknown 0.87

Gamma Oscillation Entrainment Enhances lncRNA-9969-Mediated Autophagy Through PV Interneuron-Specific ceRNA Networks

🧬 PVALB, CREB1, lncRNA-9969, neuronal autophagy pathway 🏥 molecular-neurobiology 📖 38🏛 1

✅ 0.55 ✨ 0.70 💥 0.65

## Mechanistic Overview...

combination 0.86

Glymphatic-Mediated Tau Clearance Dysfunction

🧬 MAPT 🏥 neuroscience 📖 31🏛 3

✅ 0.68 ✨ 0.85 💥 0.78

## Mechanistic Overview...

therapeutic 0.86

Closed-loop focused ultrasound targeting EC-II PV interneurons to restore theta-gamma coupling and prevent tau seeding i

🧬 PVALB 🏥 alzheimers 📖 67🏛 3

✅ 0.45 ✨ 0.85 💥 0.75

## Mechanistic Overview...