Top 50 hypotheses ranked by scientific merit across 10 dimensions
| # | Hypothesis | Score | Dimensions | Price Trend | Market | Debates |
|---|---|---|---|---|---|---|
| 🥇 |
Closed-loop transcranial focused ultrasound with 40Hz gamma entrainment
therapeutic
• PVALB
• Alzheimer's disease
|
1.000 |
Nov
0.78 Feas
0.86 Imp
0.80 Drug
0.75 |
0.964 | 2 | |
| 🥈 |
Metabolic Reprogramming to Reverse Senescence
therapeutic
• SIRT1,PGC1A,NAMPT
• —
|
1.000 |
Nov
0.60 Feas
0.90 Imp
0.82 Drug
0.90 |
0.980 | 2 | |
| 🥉 |
TREM2-Dependent Astrocyte-Microglia Cross-talk in Neurodegeneration
mechanistic
• TREM2
• neurodegeneration
|
0.990 |
Nov
0.72 Feas
0.82 Imp
0.78 Drug
0.65 |
0.870 | 3 | |
| 4 |
SASP Modulation Rather Than Cell Elimination
therapeutic
• NFKB1,IL1B,BDNF
• —
|
0.981 |
Nov
0.70 Feas
0.80 Imp
0.78 Drug
0.80 |
0.968 | 1 | |
| 5 |
TREM2-Dependent Microglial Senescence Transition
mechanistic
• TREM2
• neurodegeneration
|
0.950 |
Nov
0.78 Feas
0.72 Imp
0.91 Drug
0.65 |
0.968 | 3 | |
| 6 |
Closed-loop transcranial focused ultrasound targeting EC-II SST interneu
therapeutic
• SST
• Alzheimer's disease
|
0.948 |
Nov
0.00 Feas
0.00 Imp
0.00 Drug
0.75 |
0.961 | 2 | |
| 7 |
Closed-loop optogenetic targeting PV interneurons to restore theta-gamma
therapeutic
• PVALB
• Alzheimer's disease
|
0.944 |
Nov
0.00 Feas
0.00 Imp
0.00 Drug
0.75 |
0.824 | 2 | |
| 8 |
PLCG2 Allosteric Modulation as a Precision Therapeutic for TREM2-Depende
—
• PLCG2
• neurodegeneration
|
0.941 |
Nov
0.85 Feas
0.42 Imp
0.72 Drug
0.35 |
0.821 | 1 | |
| 9 |
Plasma p-tau217-Triggered Exosome Dosing Maximizes lncRNA-0021 Therapeut
—
• CSF p-tau217 (biomarker), lncRNA-0021, hUC-MSC exosomes
• molecular neurobiology
|
0.938 |
Nov
0.50 Feas
0.85 Imp
0.65 Drug
0.80 |
0.867 | 1 | |
| 10 |
Multi-Biomarker Composite Index Surpassing Amyloid PET for Treatment Res
—
• COMPOSITE_BIOMARKER
• neurodegeneration
|
0.933 |
Nov
0.65 Feas
0.92 Imp
0.88 Drug
0.95 |
0.865 | 1 | |
| 11 |
Closed-loop focused ultrasound targeting CA1 PV interneurons to restore
therapeutic
• PVALB
• Alzheimer's disease
|
0.927 |
Nov
0.88 Feas
0.65 Imp
0.78 Drug
0.45 |
0.849 | 3 | |
| 12 |
Closed-loop transcranial focused ultrasound targeting EC-II SST interneu
therapeutic
• SST
• Alzheimer's disease
|
0.922 |
Nov
0.90 Feas
0.45 Imp
0.80 Drug
0.75 |
0.852 | 3 | |
| 13 |
CYP46A1 Gene Therapy for Age-Related TREM2-Mediated Microglial Senescenc
therapeutic
• CYP46A1
• neurodegeneration
|
0.921 |
Nov
0.75 Feas
0.60 Imp
0.80 Drug
0.55 |
0.801 | 1 | |
| 14 |
Autophagy-Senescence Axis Therapeutic Window
therapeutic
• ATG7,BCL2,BCL2L1
• —
|
0.921 |
Nov
0.80 Feas
0.60 Imp
0.00 Drug
0.70 |
0.928 | 1 | |
| 15 |
Selective Acid Sphingomyelinase Modulation Therapy
therapeutic
• SMPD1
• neurodegeneration
|
0.920 |
Nov
0.70 Feas
0.90 Imp
0.85 Drug
0.95 |
0.800 | 1 | |
| 16 |
HK2-Dependent Metabolic Checkpoint as the Gatekeeper of DAM Transition
—
• HK2
• neurodegeneration
|
0.919 |
Nov
0.80 Feas
0.55 Imp
0.75 Drug
0.60 |
0.907 | 1 | |
| 17 |
Palmitoylethanolamide-Based Endocannabinoid Therapy
therapeutic
• PPARA
• —
|
0.919 |
Nov
0.00 Feas
0.00 Imp
0.00 Drug
0.90 |
0.799 | 2 | |
| 18 |
CYP46A1 Overexpression Gene Therapy
therapeutic
• CYP46A1
• neurodegeneration
|
0.919 |
Nov
0.95 Feas
0.60 Imp
0.90 Drug
0.65 |
0.925 | 1 | |
| 19 |
Chromatin Remodeling-Mediated Nutrient Sensing Restoration
mechanistic
• SMARCA4
• neurodegeneration
|
0.914 |
Nov
0.72 Feas
0.92 Imp
0.82 Drug
0.90 |
0.924 | 3 | |
| 20 |
Closed-loop transcranial focused ultrasound to restore hippocampal gamma
therapeutic
• CCK
• Alzheimer's disease
|
0.912 |
Nov
0.00 Feas
0.00 Imp
0.00 Drug
0.75 |
0.874 | 2 | |
| 21 |
SASP-Mediated Complement Cascade Amplification
mechanistic
• C1Q/C3
• neurodegeneration
|
0.910 |
Nov
0.85 Feas
0.75 Imp
0.80 Drug
0.85 |
0.931 | 2 | |
| 22 |
TREM2-ASM Crosstalk in Microglial Lysosomal Senescence
mechanistic
• SMPD1
• neurodegeneration
|
0.910 |
Nov
0.70 Feas
0.80 Imp
0.76 Drug
0.65 |
0.790 | 3 | |
| 23 |
TREM2-Mediated Astrocyte-Microglia Cross-Talk in Neurodegeneration
mechanistic
• TREM2
• neurodegeneration
|
0.907 |
Nov
0.72 Feas
0.82 Imp
0.78 Drug
0.65 |
0.813 | 3 | |
| 24 |
Nutrient-Sensing Epigenetic Circuit Reactivation
mechanistic
• SIRT1
• neurodegeneration
|
0.907 |
Nov
0.70 Feas
0.95 Imp
0.85 Drug
0.90 |
0.835 | 3 | |
| 25 |
Closed-loop focused ultrasound targeting EC-II SST interneurons to resto
therapeutic
• SST
• Alzheimer's disease
|
0.900 |
Nov
0.79 Feas
0.87 Imp
0.81 Drug
0.75 |
0.952 | 2 | |
| 26 |
CSF1R Inhibition-Mediated Microglial Replacement as a State Transition R
—
• CSF1R
• neurodegeneration
|
0.898 |
Nov
0.70 Feas
0.55 Imp
0.75 Drug
0.80 |
0.846 | 1 | |
| 27 |
Closed-loop tACS targeting EC-II SST interneurons to block tau propagati
therapeutic
• SST
• Alzheimer's disease
|
0.896 |
Nov
0.78 Feas
0.86 Imp
0.82 Drug
0.75 |
0.776 | 2 | |
| 28 |
SIRT1-Mediated Reversal of TREM2-Dependent Microglial Senescence
mechanistic
• SIRT1
• neurodegeneration
|
0.895 |
Nov
0.70 Feas
0.80 Imp
0.76 Drug
0.65 |
0.831 | 3 | |
| 29 |
TREM2-Mediated Astrocyte-Microglia Crosstalk in Neurodegeneration
mechanistic
• TREM2
• neurodegeneration
|
0.892 |
Nov
0.72 Feas
0.68 Imp
0.82 Drug
0.45 |
0.772 | 3 | |
| 30 |
Hypothesis 4: Metabolic Coupling via Lactate-Shuttling Collapse
—
• SLC16A1, SLC16A7, LDHA, PDHA1
• neurodegeneration
|
0.892 |
Nov
0.62 Feas
0.70 Imp
0.68 Drug
0.75 |
0.840 | 1 | |
| 31 |
Gut Microbiome Remodeling to Prevent Systemic NLRP3 Priming in Neurodege
mechanistic
• NLRP3, CASP1, IL1B, PYCARD
• neurodegeneration
|
0.888 |
Nov
0.00 Feas
0.00 Imp
0.00 Drug
0.90 |
0.914 | 1 | |
| 32 |
Multi-Target Hypothesis: Aβ-Induced Cholinergic Damage is Partially Irre
combination
• APP/PSEN1 (Aβ production), CHAT (cholinergic synthesis)
• —
|
0.887 |
Nov
0.55 Feas
0.60 Imp
0.85 Drug
0.00 |
0.815 | 1 | |
| 33 |
H1: TREM2 Agonism to Redirect APOE4-Enhanced Microglia from Synapse Prun
therapeutic
• TREM2
• neurodegeneration
|
0.887 |
Nov
0.65 Feas
0.82 Imp
0.75 Drug
0.80 |
0.897 | 1 | |
| 34 |
Focused Ultrasound with Microbubble Contrast Agents for Antibody CNS Del
—
• CLDN5/ZO-1 tight junction complex; KDR/VEGFR2
• neurodegeneration
|
0.886 |
Nov
0.75 Feas
0.88 Imp
0.90 Drug
0.85 |
0.892 | 1 | |
| 35 |
TREM2-APOE Axis Dissociation for Selective DAM Activation
—
• TREM2-APOE axis
• neurodegeneration
|
0.886 |
Nov
0.78 Feas
0.35 Imp
0.68 Drug
0.28 |
0.865 | 1 | |
| 36 |
Epigenetic Priming Ketone Protocol
—
• HDAC2/HDAC3
• metabolic neuroscience
|
0.882 |
Nov
0.90 Feas
0.80 Imp
0.70 Drug
0.90 |
0.834 | 1 | |
| 37 |
Transcriptional Autophagy-Lysosome Coupling
mechanistic
• FOXO1
• neurodegeneration
|
0.882 |
Nov
0.80 Feas
0.75 Imp
0.78 Drug
0.70 |
0.900 | 2 | |
| 38 |
TREM2-Mediated Astrocyte-Microglia Cross-Talk in Neurodegeneration
mechanistic
• TREM2
• neurodegeneration
|
0.880 |
Nov
0.75 Feas
0.68 Imp
0.82 Drug
0.45 |
0.921 | 4 | |
| 39 |
Optimized Temporal Window for Metabolic Boosting Therapy Determines Succ
—
• IFNG
• neurodegeneration
|
0.879 |
Nov
0.75 Feas
0.50 Imp
0.75 Drug
0.60 |
0.872 | 1 | |
| 40 |
TREM2-Mediated Astrocyte-Microglia Cross-Talk in Neurodegeneration
mechanistic
• TREM2
• neurodegeneration
|
0.875 |
Nov
0.75 Feas
0.68 Imp
0.82 Drug
0.45 |
0.918 | 3 | |
| 41 |
GluN2B-Mediated Thalamocortical Control of Glymphatic Tau Clearance
mechanistic
• GRIN2B
• neuroscience
|
0.869 |
Nov
0.00 Feas
0.00 Imp
0.00 Drug
0.95 |
0.749 | 3 | |
| 42 |
TREM2-Mediated Cholesterol Dysregulation in Microglial Senescence
mechanistic
• CYP46A1
• neurodegeneration
|
0.869 |
Nov
0.78 Feas
0.65 Imp
0.75 Drug
0.58 |
0.891 | 3 | |
| 43 |
Complement Cascade Inhibition Synaptic Protection
—
• —
• neurodegeneration
|
0.867 |
Nov
0.70 Feas
0.55 Imp
0.72 Drug
0.65 |
0.808 | 1 | |
| 44 |
Closed-loop tACS targeting EC-II PV interneurons to enhance perisomatic
therapeutic
• PVALB
• Alzheimer's disease
|
0.867 |
Nov
0.78 Feas
0.65 Imp
0.75 Drug
0.45 |
0.811 | 2 | |
| 45 |
Closed-loop focused ultrasound targeting EC-II PV interneurons to restor
therapeutic
• PVALB
• Alzheimer's disease
|
0.863 |
Nov
0.85 Feas
0.45 Imp
0.75 Drug
0.30 |
0.885 | 3 | |
| 46 |
Optogenetic restoration of hippocampal gamma oscillations via selective
therapeutic
• PVALB
• Alzheimer's disease
|
0.863 |
Nov
0.78 Feas
0.45 Imp
0.68 Drug
0.35 |
0.811 | 3 | |
| 47 |
Hippocampal CA3-CA1 synaptic rescue via DHHC2-mediated PSD95 palmitoylat
therapeutic
• BDNF
• Alzheimer's disease
|
0.861 |
Nov
0.82 Feas
0.70 Imp
0.83 Drug
0.68 |
0.811 | 3 | |
| 48 |
Closed-loop transcranial focused ultrasound to restore hippocampal gamma
therapeutic
• PVALB
• Alzheimer's disease
|
0.858 |
Nov
0.80 Feas
0.88 Imp
0.82 Drug
0.75 |
0.981 | 2 | |
| 49 |
TREM2 R47H Variant-Driven Metabolic Dysfunction as the Primary Trigger f
—
• NAMPT
• neurodegeneration
|
0.858 |
Nov
0.65 Feas
0.50 Imp
0.75 Drug
0.60 |
0.738 | 1 | |
| 50 |
Closed-loop tACS targeting EC-II PV interneurons to suppress burst firin
therapeutic
• PVALB
• Alzheimer's disease
|
0.857 |
Nov
0.78 Feas
0.87 Imp
0.81 Drug
0.75 |
0.918 | 2 |