Analyses (156 completed)

📽 Platform Tour
📊 156Analyses
✅ 197 · ⏳ 1 · ⌛ 0 · ❌ 0
💡 1522Hypotheses9.8 per analysis
📖 9084Evidence Items6.0 per hypothesis
🌐 701,596KG Edges4497 per analysis
💬 716Debate Sessions2858 total rounds
⚖ Debate Quality
🟢 315 high · 🟡 336 med · 🔴 44 low
🎯 58%Avg Hypothesis Score
✔ 126%Completion Rate
🧬 Domains
neurodegener (342)neuroinflamm (22)molecular bi (13)neuroscience (8)neuropharmac (5)synaptic bio (4)
📈 Activity (14d)

Showing 1–30 of 156 analyses

Senescent cell clearance as neurodegeneration therapy

✅ completed

Investigate the therapeutic potential of clearing senescent cells (senolytics) to slow or reverse neurodegeneration. Key questions: 1. Which senescent cell types in the brain con...

Top Hypothesis
Metabolic Reprogramming to Reverse Senescence
🧬 APOE,CDKN1A,BCL2L1🔀 APOE-mediated cholesterol🧬 ATG7,BCL2,BCL2L1🔀 Autophagy / ATG protein c
neurodegeneration 2026-04-04 Comprehensive ✅ Strongly Supported Autonomous
DebateHypothesesEvidenceKG
Hypotheses7
Evidence15
KG Edges68
Debates6 (23 rnds)
Top Score
100%
Strong Hyps6/7
Debate Quality
84%
Nov
71%
Feas
50%
Imp
80%
Conf
57%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

TREM2 in Alzheimer's Disease: Mechanisms, Therapeutics, and Biomarkers

✅ completed

What are the key mechanistic, therapeutic, and diagnostic dimensions of TREM2 in Alzheimer's disease progression?

Top Hypothesis
TREM2-Dependent Astrocyte-Microglia Cross-talk in Neurodegeneration
🧬 CYP46A1🏥 neurodegeneration🔀 Cholesterol metabolism → 🧬 sTREM2/membrane-TREM2/ADA
neurodegeneration 2026-04-26 Deep ✅ Strongly Supported Orchestra Task:Fe71613C-8335-4B41-8005-19466E9Ad4Df
DebateHypothesesEvidenceKG
Hypotheses6
Evidence84
KG Edges12
Debates3 (12 rnds)
Top Score
99%
Strong Hyps5/6
Debate Quality
92%
Nov
68%
Feas
72%
Imp
77%
Conf
69%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

Lipid raft composition changes in synaptic neurodegeneration

✅ completed

Investigate how lipid raft composition (cholesterol metabolism, sphingolipids) changes in synaptic membranes during neurodegeneration and their mechanistic role in amyloid-beta pro...

Top Hypothesis
CYP46A1 Overexpression Gene Therapy
🧬 ABCA1/LDLR/SREBF2🏥 neurodegeneration🔀 Cholesterol efflux / lipi🧬 BACE1
neurodegeneration 2026-04-01 Comprehensive ✅ Strongly Supported 60min Gap Analysis
DebateHypothesesEvidenceKG
Hypotheses11
Evidence347
KG Edges169
Debates1 (5 rnds)
Top Score
94%
Strong Hyps11/11
Debate Quality
93%
Nov
77%
Feas
59%
Imp
73%
Conf
64%
🤖 Clinical Trialist🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

Senolytic therapy for age-related neurodegeneration

✅ completed

Senolytics targeting p16/p21+ senescent astrocytes and microglia may reduce SASP-driven neuroinflammation.

Top Hypothesis
SASP-Mediated Complement Cascade Amplification
🧬 AQP4🏥 neurodegeneration🔀 Aquaporin-4 water transpo🧬 C1Q/C3
neurodegeneration 2026-04-01 Comprehensive ✅ Strongly Supported Autonomous Walkthrough
DebateHypothesesEvidenceKG
Hypotheses8
Evidence393
KG Edges325
Debates1 (4 rnds)
Top Score
94%
Strong Hyps8/8
Debate Quality
89%
Nov
72%
Feas
61%
Imp
67%
Conf
54%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

Epigenetic reprogramming in aging neurons

✅ completed

Investigate mechanisms of epigenetic reprogramming in aging neurons, including DNA methylation changes, histone modification dynamics, chromatin remodeling, and partial reprogrammi...

Top Hypothesis
Nutrient-Sensing Epigenetic Circuit Reactivation
🧬 BRD4🏥 neurodegeneration🔀 Epigenetic regulation🧬 HDAC
neurodegeneration 2026-04-04 Comprehensive ✅ Strongly Supported Autonomous Walkthrough
DebateHypothesesEvidenceKG
Hypotheses9
Evidence406
KG Edges121
Debates1 (4 rnds)
Top Score
93%
Strong Hyps9/9
Debate Quality
95%
Nov
84%
Feas
60%
Imp
76%
Conf
71%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

Blood-brain barrier tight junction disruption by neuroinflammatory cytokines

✅ completed

Analyze how neuroinflammatory cascades disrupt blood-brain barrier (BBB) integrity through tight junction protein degradation. Key mechanisms to investigate: 1. TNF-alpha signalin...

Top Hypothesis
Palmitoylethanolamide-Based Endocannabinoid Therapy
🧬 CTNNB1🔀 Wnt/β-catenin signaling🧬 IL1B🔀 NLRP3 inflammasome activa
neurodegeneration 2026-04-16 Deep ✅ Strongly Supported Autonomous
DebateHypothesesEvidenceKG
Hypotheses7
Evidence9
KG Edges12
Debates2 (11 rnds)
Top Score
91%
Strong Hyps5/7
Debate Quality
82%
Nov
65%
Feas
75%
Imp
70%
Conf
57%
🤖 Clinical Trialist🤖 Computational Biologist🎓 Domain Expert🤖 Epidemiologist🧐 Skeptic

What blood-brain barrier permeability changes serve as early biomarkers for neurodegeneration, and what CSF/blood biomarker panels can detect them?

✅ completed
Top Hypothesis
Plasma NfL Elevation Secondary to BBB-Associated Transport Dysfunction Enables Longitudinal Neurodegeneration Tracking
🧬 ALB🧬 AQP4🧬 LRP1🧬 MMP9
neurodegeneration 2026-04-26 Deep ✅ Strongly Supported 30min
DebateHypothesesEvidenceKG
Hypotheses8
Evidence0
KG Edges10
Debates1 (4 rnds)
Top Score
91%
Strong Hyps3/8
Debate Quality
100%
Conf
36%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

Gene expression changes in aging mouse brain predicting neurodegenerative vulnerability

✅ completed

What gene expression changes in the aging mouse brain predict neurodegenerative vulnerability? Use Allen Aging Mouse Brain Atlas data. Cross-reference with human AD datasets. Produ...

Top Hypothesis
TREM2-ASM Crosstalk in Microglial Lysosomal Senescence
🧬 ACE🏥 neurodegeneration🔀 Renin-angiotensin system 🧬 AP1S1
neurodegeneration 2026-04-03 Comprehensive ✅ Strongly Supported Autonomous Walkthrough
DebateHypothesesEvidenceKG
Hypotheses42
Evidence374
KG Edges228
Debates1 (4 rnds)
Top Score
91%
Strong Hyps32/42
Debate Quality
95%
Nov
66%
Feas
59%
Imp
69%
Conf
63%

Autophagy-lysosome pathway convergence across neurodegenerative diseases

✅ completed

Multiple NDDs converge on autophagy-lysosome dysfunction. Are there universal therapeutic targets?

Top Hypothesis
Transcriptional Autophagy-Lysosome Coupling
🧬 CHMP2B🏥 neurodegeneration🔀 Lysosomal function / degr🧬 FOXO1
neurodegeneration 2026-04-01 Comprehensive ✅ Strongly Supported Autonomous
DebateHypothesesEvidenceKG
Hypotheses7
Evidence313
KG Edges129
Debates1 (4 rnds)
Top Score
90%
Strong Hyps6/7
Debate Quality
90%
Nov
83%
Feas
44%
Imp
70%
Conf
67%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

What are the mechanisms by which gut microbiome dysbiosis influences Parkinson's disease pathogenesis through the gut-brain axis?

✅ completed
Top Hypothesis
Gut Microbiome Remodeling to Prevent Systemic NLRP3 Priming in Neurodegeneration
🧬 AGER🏥 neurodegeneration🔀 AGE-RAGE → NF-κB inflamma🧬 AIM2, CASP1, IL1B, PYCARD
neurodegeneration 2026-04-01 Comprehensive ✅ Strongly Supported Autonomous Agent Walkthrough
DebateHypothesesEvidenceKG
Hypotheses13
Evidence295
KG Edges467
Debates1 (4 rnds)
Top Score
88%
Strong Hyps13/13
Debate Quality
95%
Nov
69%
Feas
62%
Imp
59%
Conf
56%

Do β-amyloid plaques and neurofibrillary tangles cause or result from cholinergic dysfunction?

✅ completed

The abstract explicitly questions whether AD's hallmark pathologies induce cholinergic dysfunction or vice versa. This fundamental causality question is critical for determining th...

Top Hypothesis
Multi-Target Hypothesis: Aβ-Induced Cholinergic Damage is Partially Irreversible
🧬 APP/PSEN1 (Aβ production)🔀 Cholinergic signaling pat🧬 CHRNA7, CHRM1🧬 CHRNA7 (α7 nicotinic rece
neurodegeneration 2026-04-12 Moderate ✅ Strongly Supported Ci Debate Coverage
DebateHypothesesEvidenceKG
Hypotheses3
Evidence15
KG Edges2
Debates1 (4 rnds)
Top Score
88%
Strong Hyps3/3
Debate Quality
79%
Nov
60%
Feas
53%
Imp
72%
Conf
65%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

TREM2 agonism vs antagonism in DAM microglia

✅ completed

The disease-associated microglia (DAM) phenotype involves TREM2 upregulation, but whether therapeutic agonism or antagonism of TREM2 is beneficial remains contested across disease ...

Top Hypothesis
TREM2-APOE Axis Dissociation for Selective DAM Activation
🧬 CSF1R-TREM2🏥 neurodegeneration🧬 CX3CR1-TREM2🧬 INPP5D
neurodegeneration 2026-04-01 Deep ✅ Strongly Supported 21812min Autonomous
DebateHypothesesEvidenceKG
Hypotheses7
Evidence17
KG Edges23
Debates3 (12 rnds)
Top Score
88%
Strong Hyps6/7
Debate Quality
56%
Nov
73%
Feas
28%
Imp
60%
Conf
54%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

What is the therapeutic window between insufficient and toxic levels of TDP-43 arginine methylation?

✅ completed

The debate highlighted a critical dosing paradox where both hypo- and hypermethylation could be harmful, but no clear boundaries were established. This knowledge gap prevents safe ...

Top Hypothesis
p38α Inhibitor and PRMT1 Activator Combination to Restore Physiological TDP-43 Phosphorylation-Methylation Balance
🧬 HSPB1🏥 neurodegeneration🔀 Heat shock protein / prot🧬 MAPK14/PRMT1
neurodegeneration 2026-04-12 Moderate ✅ Strongly Supported Autonomous Notebook
DebateHypothesesEvidenceKG
Hypotheses2
Evidence13
KG Edges3
Debates1 (4 rnds)
Top Score
86%
Strong Hyps2/2
Debate Quality
82%
Nov
69%
Feas
67%
Imp
79%
Conf
70%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

Mechanistic role of APOE in neurodegeneration

✅ completed

Mechanistic role of APOE in neurodegeneration?

Top Hypothesis
APOE-Dependent Autophagy Restoration
🧬 APOE🏥 neurodegeneration🔀 APOE-mediated cholesterol🔀 CRISPR base editing / APO
neurodegeneration 2026-04-01 Deep ✅ Strongly Supported 60min Gap Analysis
DebateHypothesesEvidenceKG
Hypotheses6
Evidence254
KG Edges41
Debates1 (4 rnds)
Top Score
86%
Strong Hyps6/6
Debate Quality
87%
Nov
79%
Feas
53%
Imp
78%
Conf
63%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

Cell type vulnerability in Alzheimers Disease (SEA-AD transcriptomic data)

✅ completed

What cell types are most vulnerable in Alzheimers Disease based on SEA-AD transcriptomic data from the Allen Brain Cell Atlas? Identify mechanisms of cell-type-specific vulnerabili...

Top Hypothesis
ACSL4-Driven Ferroptotic Priming in Disease-Associated Microglia
🧬 ACSL4🏥 Alzheimer's Disease🔀 ferroptosis🔀 Ferroptosis / 40 Hz oscil
neurodegeneration 2026-04-03 Comprehensive ✅ Strongly Supported Autonomous Walkthrough
DebateHypothesesEvidenceKG
Hypotheses18
Evidence235
KG Edges201
Debates1 (4 rnds)
Top Score
84%
Strong Hyps16/18
Debate Quality
90%
Nov
63%
Feas
51%
Imp
66%
Conf
66%

Perivascular spaces and glymphatic clearance failure in AD

✅ completed
Top Hypothesis
Circadian Glymphatic Entrainment via Targeted Orexin Receptor Modulation
🧬 AQP1🏥 neurodegeneration🔀 Aquaporin-1 water transpo🧬 GJA1
neurodegeneration 2026-04-01 Comprehensive ✅ Strongly Supported Autonomous
DebateHypothesesEvidenceKG
Hypotheses7
Evidence275
KG Edges135
Debates1 (4 rnds)
Top Score
84%
Strong Hyps7/7
Debate Quality
95%
Nov
80%
Feas
53%
Imp
66%
Conf
56%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

Tau propagation mechanisms and therapeutic interception points

✅ completed

Investigate prion-like spreading of tau pathology through connected brain regions, focusing on trans-synaptic transfer, extracellular vesicle-mediated spread, and intervention stra...

Top Hypothesis
Extracellular Vesicle Biogenesis Modulation
🧬 CHMP4B🏥 neurodegeneration🔀 Endosomal sorting / ESCRT🏥 Alzheimer's Disease
neurodegeneration 2026-04-04 Comprehensive ✅ Strongly Supported Autonomous Walkthrough
DebateHypothesesEvidenceKG
Hypotheses15
Evidence423
KG Edges126
Debates2 (7 rnds)
Top Score
81%
Strong Hyps7/15
Debate Quality
93%
Nov
39%
Feas
47%
Imp
49%
Conf
49%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

Mitochondrial transfer between astrocytes and neurons

✅ completed
Top Hypothesis
AMPK hypersensitivity in astrocytes creates enhanced mitochondrial rescue responses
🧬 COX4I1🏥 neurodegeneration🔀 Mitochondrial dynamics / 🧬 GAP43
neurodegeneration 2026-04-01 Comprehensive ✅ Strongly Supported Autonomous
DebateHypothesesEvidenceKG
Hypotheses7
Evidence347
KG Edges103
Debates1 (4 rnds)
Top Score
81%
Strong Hyps7/7
Debate Quality
95%
Nov
79%
Feas
54%
Imp
61%
Conf
48%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

What are the cell-type-specific transcriptomic signatures of vulnerability in SEA-AD data?

✅ completed

Despite the debate focusing on SEA-AD transcriptomic data, no actual gene expression patterns or pathway analyses from this dataset were presented. The fundamental question of whic...

Top Hypothesis
CLU/APOE Duality in Amyloid Clearance Determines Cell-Type-Specific Vulnerability Thresholds
🧬 APOE, CLU🏥 neurodegeneration🔀 APOE-mediated cholesterol
neurodegeneration 2026-04-15 Moderate 💡 Promising Autonomous Notebook
DebateHypothesesEvidenceKG
Hypotheses1
Evidence6
KG Edges5
Debates1 (4 rnds)
Top Score
81%
Strong Hyps1/1
Debate Quality
76%
Nov
52%
Feas
68%
Imp
80%
Conf
78%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

What are the precise temporal dynamics of astrocyte ketone production decline during neurodegeneration progression?

✅ completed

The debate identified a critical therapeutic window when astrocytic ketone production declines but neurons retain oxidation capacity, but the exact timing and molecular triggers re...

Top Hypothesis
Beta-Hydroxybutyrate Receptor (HCAR2) Signaling Links Ketone Deficiency to Neuroinflammation
🧬 CHI3L1🏥 neurodegeneration🔀 Chitinase-like protein / 🧬 HCAR2
neurodegeneration 2026-04-15 Moderate ✅ Strongly Supported Autonomous Notebook
DebateHypothesesEvidenceKG
Hypotheses2
Evidence11
KG Edges2
Debates1 (4 rnds)
Top Score
80%
Strong Hyps2/2
Debate Quality
85%
Nov
68%
Feas
80%
Imp
73%
Conf
65%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

CRISPR-based therapeutic approaches for neurodegenerative diseases

✅ completed

Evaluate the potential of CRISPR/Cas9 and related gene editing technologies for treating neurodegenerative diseases including Alzheimer disease, Parkinson disease, Huntington disea...

Top Hypothesis
Prime Editing Precision Correction of APOE4 to APOE3 in Microglia
🧬 APOE🏥 neurodegeneration🔀 APOE-mediated cholesterol🧬 BDNF, CREB1, synaptic pla
neurodegeneration 2026-04-03 Comprehensive ✅ Strongly Supported Autonomous Walkthrough
DebateHypothesesEvidenceKG
Hypotheses14
Evidence194
KG Edges421
Debates1 (4 rnds)
Top Score
80%
Strong Hyps10/14
Debate Quality
95%
Nov
66%
Feas
39%
Imp
64%
Conf
46%

APOE4 structural biology and therapeutic targeting strategies

✅ completed

APOE4 differs from APOE3 by C112R causing domain interaction that alters lipid binding and amyloid clearance.

Top Hypothesis
Selective APOE4 Degradation via Proteolysis Targeting Chimeras (PROTACs)
🧬 APOE🏥 neurodegeneration🔀 Apolipoprotein E lipid tr🧬 HSPA1A, HSP90AA1, DNAJB1,
neurodegeneration 2026-04-01 Comprehensive ✅ Strongly Supported Autonomous
DebateHypothesesEvidenceKG
Hypotheses7
Evidence403
KG Edges95
Debates1 (4 rnds)
Top Score
79%
Strong Hyps7/7
Debate Quality
89%
Nov
80%
Feas
31%
Imp
66%
Conf
45%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

Do pathogenic LRRK2 mutations amplify volume-sensing signals or just elevate baseline kinase activity?

✅ completed

The debate highlighted that G2019S shows elevated baseline RAB10 phosphorylation, but it's unclear whether this represents true signal amplification during lysosomal swelling or ju...

Top Hypothesis
G2019S primarily raises baseline LRRK2 kinase activity rather than amplifying lysosomal swelling gain
🧬 JIP4,LRRK2,RAB10,RAB35🏥 neurodegeneration🧬 LRRK2🧬 LRRK2,RAB10
neurodegeneration 2026-04-24 Moderate ✅ Strongly Supported Autonomous
DebateHypothesesEvidenceKG
Hypotheses5
Evidence7
KG Edges0
Debates1 (4 rnds)
Top Score
79%
Strong Hyps4/5
Debate Quality
74%
Nov
63%
Feas
77%
Imp
71%
Conf
62%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

Neuroinflammation resolution mechanisms and pro-resolving mediators

✅ completed

SPMs (resolvins, protectins, maresins) from omega-3s may promote inflammation resolution. Are resolution failures druggable?

Top Hypothesis
Senescent Microglia Resolution via Maresins-Senolytics Combination
🧬 ALOX12🏥 neurodegeneration🔀 Circadian rhythm / glymph🧬 ALOX15
neurodegeneration 2026-04-01 Comprehensive ✅ Strongly Supported Autonomous
DebateHypothesesEvidenceKG
Hypotheses7
Evidence273
KG Edges131
Debates1 (4 rnds)
Top Score
78%
Strong Hyps5/7
Debate Quality
83%
Nov
76%
Feas
54%
Imp
70%
Conf
44%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

Does restoring neuronal AMPK activity reverse microglial inflammation in vivo?

✅ completed

The study establishes the pathway from AMPK loss to microglial inflammation but doesn't address therapeutic reversibility. This gap is critical for determining whether AMPK represe...

Top Hypothesis
NLRP3 Inhibition (H7): Downstream Inflammatory Reversal
🧬 FABP5/FABP7 (fatty acid b🏥 neurodegeneration🧬 NLRP3/NLRP3 (NLRP3 inflam🧬 NR1H3 (LXRα/NR1H3)
neurodegeneration 2026-04-25 Moderate ✅ Strongly Supported Autonomous Gap Debate Backfill
DebateHypothesesEvidenceKG
Hypotheses7
Evidence3
KG Edges0
Debates1 (4 rnds)
Top Score
78%
Strong Hyps4/7
Debate Quality
77%
Nov
71%
Feas
56%
Imp
62%
Conf
57%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

How do gut microbiome-derived metabolites SCFAs LPS TMAO influence alpha-synuclein aggregation and dopaminergic neuron survival via vagal nerve signaling in Parkinson disease

✅ completed
Top Hypothesis
SIRT1/PGC-1α Axis Activation to Preserve Mitochondrial Resiliency Against Microbiome-Induced Neuroinflammation in PD
🧬 SIRT1, PGC-1α (PPARGC1A),🏥 neurodegeneration🧬 TLR4, MyD88 (MYD88), NF-κ
neurodegeneration 2026-04-16 Moderate ✅ Strongly Supported Autonomous Notebook
DebateHypothesesEvidenceKG
Hypotheses2
Evidence3
KG Edges2
Debates1 (4 rnds)
Top Score
77%
Strong Hyps2/2
Debate Quality
84%
Nov
69%
Feas
67%
Imp
76%
Conf
72%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

What are the mechanisms by which microglial senescence contributes to ALS pathology?

✅ completed

Investigate how microglial senescence drives ALS progression through inflammation, trophic support loss, and protein aggregation. Focus on: (1) SASP factor secretion and neurotoxic...

Top Hypothesis
TBK1 Loss Locks Microglia in an Aged/Senescent Transcriptional State, Fueling ALS-Associated SASP
🧬 CHI3L1 (YKL-40), CHIT1, C🏥 ALS🧬 EZH2 (PRC2) → H3K27me3 si🧬 MMP9 → TARDBP (C-terminal
neurodegeneration 2026-04-26 Moderate ✅ Strongly Supported Autonomous
DebateHypothesesEvidenceKG
Hypotheses4
Evidence2
KG Edges8
Debates2 (10 rnds)
Top Score
77%
Strong Hyps3/4
Debate Quality
63%
Nov
82%
Feas
73%
Imp
50%
Conf
53%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

Blood-brain barrier transport mechanisms for antibody therapeutics

✅ completed

Anti-amyloid antibodies (lecanemab, donanemab) have ~0.1% brain penetrance. Engineering improved BBB transcytosis via transferrin receptor, LRP1, or novel shuttle peptides could dr...

Top Hypothesis
Dual-Domain Antibodies with Engineered Fc-FcRn Affinity Modulation
🧬 APOE, LRP1, LDLR🏥 neurodegeneration🔀 Apolipoprotein E lipid tr🧬 AQP4
neurodegeneration 2026-04-01 Comprehensive ✅ Strongly Supported Autonomous Walkthrough
DebateHypothesesEvidenceKG
Hypotheses7
Evidence291
KG Edges230
Debates1 (4 rnds)
Top Score
77%
Strong Hyps5/7
Debate Quality
91%
Nov
80%
Feas
44%
Imp
60%
Conf
43%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

Sleep disruption as cause and consequence of neurodegeneration

✅ completed
Top Hypothesis
Circadian Clock-Autophagy Synchronization
🧬 ADORA2A🏥 neurodegeneration🔀 Astrocyte reactivity sign🧬 ADRA2A
neurodegeneration 2026-04-01 Comprehensive ✅ Strongly Supported Autonomous
DebateHypothesesEvidenceKG
Hypotheses7
Evidence324
KG Edges186
Debates1 (4 rnds)
Top Score
76%
Strong Hyps7/7
Debate Quality
91%
Nov
75%
Feas
59%
Imp
59%
Conf
51%
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑‍🔬 Theorist

SEA-AD Gene Expression Profiling — Allen Brain Cell Atlas

✅ completed

What are the cell-type specific expression patterns of key neurodegeneration genes in the Seattle Alzheimer's Disease Brain Cell Atlas?

Top Hypothesis
Cell-Type Specific TREM2 Upregulation in DAM Microglia
🧬 APOE🏥 Alzheimer's Disease🔀 Lipid Metabolism / Choles🧬 C1QA
neurodegeneration alzheimers 2026-04-02 Deep ✅ Strongly Supported Self Evolution
DebateHypothesesEvidenceKG
Hypotheses5
Evidence212
KG Edges95
Debates1 (3 rnds)
Top Score
76%
Strong Hyps5/5
Debate Quality
68%
Nov
65%
Feas
61%
Imp
66%
Conf
63%
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