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 | |
| 🥉 |
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 | |
| 4 |
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 | |
| 5 |
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 | |
| 6 |
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 | |
| 7 |
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 | |
| 8 |
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 | |
| 9 |
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 | |
| 10 |
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 | |
| 11 |
Palmitoylethanolamide-Based Endocannabinoid Therapy
therapeutic
• PPARA
• —
|
0.919 |
Nov
0.00 Feas
0.00 Imp
0.00 Drug
0.90 |
0.799 | 2 | |
| 12 |
CYP46A1 Overexpression Gene Therapy
therapeutic
• CYP46A1
• neurodegeneration
|
0.919 |
Nov
0.95 Feas
0.60 Imp
0.90 Drug
0.65 |
0.925 | 1 | |
| 13 |
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 | |
| 14 |
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 | |
| 15 |
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 | |
| 16 |
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 | |
| 17 |
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 | |
| 18 |
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 | |
| 19 |
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 | |
| 20 |
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 | |
| 21 |
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 | |
| 22 |
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 | |
| 23 |
Senescent Cell ASM-Complement Cascade Intervention
therapeutic
• SMPD1
• neurodegeneration
|
0.852 |
Nov
0.78 Feas
0.68 Imp
0.75 Drug
0.82 |
0.875 | 1 | |
| 24 |
Gamma entrainment therapy to restore hippocampal-cortical synchrony
therapeutic
• SST
• Alzheimer's disease
|
0.851 |
Nov
0.78 Feas
0.88 Imp
0.80 Drug
0.75 |
0.790 | 2 | |
| 25 |
APOE-Dependent Autophagy Restoration
therapeutic
• MTOR
• neurodegeneration
|
0.850 |
Nov
0.60 Feas
0.90 Imp
0.80 Drug
0.95 |
0.778 | 3 | |
| 26 |
Optogenetic viral vector delivery via tFUS-mediated blood-brain barrier
therapeutic
• PVALB
• Alzheimer's disease
|
0.846 |
Nov
0.90 Feas
0.45 Imp
0.80 Drug
0.30 |
0.870 | 2 | |
| 27 |
Optogenetic restoration of hippocampal gamma oscillations via selective
therapeutic
• SST
• Alzheimer's disease
|
0.845 |
Nov
0.80 Feas
0.45 Imp
0.70 Drug
0.25 |
0.867 | 2 | |
| 28 |
Neutral Sphingomyelinase-2 Inhibition for Synaptic Protection in Neurode
therapeutic
• SMPD3
• neurodegeneration
|
0.844 |
Nov
0.78 Feas
0.68 Imp
0.75 Drug
0.65 |
0.867 | 1 | |
| 29 |
Circadian Glymphatic Entrainment via Targeted Orexin Receptor Modulation
therapeutic
• HCRTR1/HCRTR2
• neurodegeneration
|
0.841 |
Nov
0.75 Feas
0.90 Imp
0.80 Drug
0.95 |
0.859 | 2 | |
| 30 |
Closed-loop tACS targeting EC-II parvalbumin interneurons to restore gam
therapeutic
• PVALB
• Alzheimer's disease
|
0.831 |
Nov
0.79 Feas
0.86 Imp
0.80 Drug
0.75 |
0.933 | 2 | |
| 31 |
Real-time gamma-guided transcranial focused ultrasound targeting EC-II S
therapeutic
• SST
• Alzheimer's disease
|
0.827 |
Nov
0.82 Feas
0.35 Imp
0.78 Drug
0.25 |
0.782 | 3 | |
| 32 |
Closed-loop transcranial focused ultrasound to restore hippocampal gamma
therapeutic
• PVALB
• Alzheimer's disease
|
0.827 |
Nov
0.82 Feas
0.55 Imp
0.78 Drug
0.35 |
0.764 | 2 | |
| 33 |
Beta-frequency entrainment therapy targeting PV interneuron-astrocyte co
therapeutic
• SST
• Alzheimer's disease
|
0.827 |
Nov
0.82 Feas
0.85 Imp
0.82 Drug
0.75 |
0.892 | 2 | |
| 34 |
Hippocampal CA3-CA1 circuit rescue via neurogenesis and synaptic preserv
therapeutic
• BDNF
• Alzheimer's disease
|
0.820 |
Nov
0.68 Feas
0.72 Imp
0.78 Drug
0.68 |
0.700 | 2 | |
| 35 |
Extracellular Vesicle Biogenesis Modulation
therapeutic
• CHMP4B
• neurodegeneration
|
0.814 |
Nov
0.00 Feas
0.00 Imp
0.00 Drug
0.00 |
0.734 | 1 | |
| 36 |
AMPK hypersensitivity in astrocytes creates enhanced mitochondrial rescu
therapeutic
• PRKAA1
• neurodegeneration
|
0.813 |
Nov
0.80 Feas
0.85 Imp
0.75 Drug
0.90 |
0.693 | 2 | |
| 37 |
LRP1-Dependent Tau Uptake Disruption
therapeutic
• LRP1
• neurodegeneration
|
0.808 |
Nov
0.00 Feas
0.00 Imp
0.00 Drug
0.00 |
0.774 | 1 | |
| 38 |
Beta-Hydroxybutyrate Receptor (HCAR2) Signaling Links Ketone Deficiency
therapeutic
• HCAR2
• neurodegeneration
|
0.808 |
Nov
0.70 Feas
0.82 Imp
0.75 Drug
0.88 |
0.832 | 1 | |
| 39 |
Neutrophil Extracellular Trap (NET) Inhibition
therapeutic
• PADI4
• —
|
0.806 |
Nov
0.00 Feas
0.00 Imp
0.00 Drug
0.80 |
0.744 | 1 | |
| 40 |
Dual-Receptor Antibody Shuttling
therapeutic
• —
• Alzheimer's disease
|
0.803 |
Nov
0.00 Feas
0.00 Imp
0.00 Drug
0.00 |
0.866 | 1 | |
| 41 |
Microglial TREM2-SYK Pathway Enhancement
therapeutic
• TREM2
• neurodegeneration
|
0.798 |
Nov
0.60 Feas
0.70 Imp
0.80 Drug
0.80 |
0.745 | 1 | |
| 42 |
Closed-loop transcranial focused ultrasound targeting CA1 PV interneuron
therapeutic
• PVALB
• Alzheimer's disease
|
0.797 |
Nov
0.92 Feas
0.35 Imp
0.78 Drug
0.25 |
0.823 | 2 | |
| 43 |
CYP46A1 Suppression for Tau-Mediated Neurodegeneration
therapeutic
• CYP46A1
• neurodegeneration
|
0.792 |
Nov
0.75 Feas
0.45 Imp
0.70 Drug
0.65 |
0.818 | 1 | |
| 44 |
Selective TLR4 Modulation to Prevent Gut-Derived Neuroinflammatory Primi
therapeutic
• TLR4
• neurodegeneration
|
0.789 |
Nov
0.70 Feas
0.80 Imp
0.70 Drug
0.80 |
0.806 | 3 | |
| 45 |
VCP-Mediated Autophagy Enhancement
therapeutic
• VCP
• neurodegeneration
|
0.787 |
Nov
0.00 Feas
0.00 Imp
0.00 Drug
0.00 |
0.673 | 1 | |
| 46 |
Closed-loop transcranial alternating current stimulation to restore hipp
therapeutic
• SST
• Alzheimer's disease
|
0.785 |
Nov
0.78 Feas
0.88 Imp
0.81 Drug
0.75 |
0.856 | 2 | |
| 47 |
Senescent Microglia Resolution via Maresins-Senolytics Combination
therapeutic
• BCL2L1
• neurodegeneration
|
0.784 |
Nov
0.80 Feas
0.70 Imp
0.80 Drug
0.80 |
0.664 | 2 | |
| 48 |
Closed-loop tACS targeting entorhinal cortex layer II SST interneurons t
therapeutic
• SST
• Alzheimer's disease
|
0.784 |
Nov
0.00 Feas
0.00 Imp
0.00 Drug
0.75 |
0.870 | 2 | |
| 49 |
Selective HDAC3 Inhibition with Cognitive Enhancement
therapeutic
• HDAC3
• neurodegeneration
|
0.779 |
Nov
0.85 Feas
0.70 Imp
0.80 Drug
0.75 |
0.798 | 3 | |
| 50 |
APOE4-Specific Proteolytic Fragment Inhibition Therapy
therapeutic
• APOE
• Alzheimer's disease
|
0.777 |
Nov
0.80 Feas
0.45 Imp
0.70 Drug
0.35 |
0.757 | 1 |