🧪 Hypotheses

unknown 0.00

Cell-Type-Specific TFEB Modulation Combined with Trehalose for Targeted Alzheimer's Disease Intervention

🧬 TFEB 🏥 proteomics 📖 0🏛 1

✅ 0.00 ✨ 0.00 💥 0.00

This hypothesis proposes that precise, neuron-specific TFEB modulation at optimal levels, combined with trehalose co-treatment, can restore lysosomal ...

therapeutic 0.00

Closed-loop transcranial focused ultrasound to restore hippocampal gamma oscillations via SST interneuron disinhibition

🧬 SST 🏥 Alzheimer's disease 📖 65🏛 3

✅ 0.00 ✨ 0.00 💥 0.00

This intervention targets somatostatin-positive (SST) interneurons in the stratum oriens to restore hippocampal gamma oscillations through disinhibiti...

combination 0.00

LDLR-Primed LRP1 Transcytosis with pH-Responsive Escape Strategy

🧬 LDLR 🏥 neuropharmacology 📖 15🏛 1

✅ 0.00 ✨ 0.00 💥 0.00

This strategy combines targeted upregulation of LDLR expression in brain endothelial cells with engineered antibodies designed for LRP1-mediated trans...

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

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...

therapeutic 0.00

Alpha-theta entrainment therapy to enhance default mode network coherence

🧬 SST 🏥 Alzheimer's disease 📖 57🏛 2

✅ 0.00 ✨ 0.00 💥 0.00

Alpha-theta entrainment therapy targets somatostatin (SST) interneurons to restore default mode network (DMN) coherence in Alzheimer's disease through...

therapeutic 0.00

Closed-loop transcranial focused ultrasound with gamma entrainment to restore hippocampal-cortical synchrony via PV inte

🧬 PVALB 🏥 Alzheimer's disease 📖 65🏛 3

✅ 0.00 ✨ 0.00 💥 0.00

This hypothesis combines the precision of transcranial focused ultrasound (tFUS) targeting with gamma entrainment therapy to restore hippocampal-corti...

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

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 ...

combination 0.00

GLUT1-Mediated Carrier-Conjugate Delivery Strategy

🧬 LDLR 🏥 neuropharmacology 📖 15🏛 1

✅ 0.00 ✨ 0.00 💥 0.00

The GLUT1-Mediated Carrier-Conjugate Delivery Strategy proposes that therapeutic antibody delivery to the CNS can be optimized by targeting the glucos...

unknown 0.00

LAMP1 Overexpression to Enhance Lysosomal Capacity Independent of TFEB in Aged Synapses

🧬 LAMP1 🏥 proteomics 📖 0🏛 1

✅ 0.00 ✨ 0.00 💥 0.00

LAMP1 (Lysosomal Associated Membrane Protein 1) is a critical structural component of lysosomal membranes that directly determines lysosomal capacity ...

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...

therapeutic 0.97

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

🧬 SST 🏥 Alzheimer's disease 📖 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 🏥 Alzheimer's disease 📖 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 🏥 Alzheimer's disease 📖 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 🏥 Alzheimer's disease 📖 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 0.91

Closed-loop transcranial focused ultrasound to restore hippocampal gamma oscillations via cholecystokinin interneuron ne

🧬 CCK 🏥 Alzheimer's disease 📖 61🏛 2

✅ 0.00 ✨ 0.64 💥 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). ...

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 🏥 Alzheimer's Disease 📖 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...