Diabetes
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hypotheses
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debates
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challenges
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pending proposals
🧠 Top Hypotheses
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0.89
· mechanistic
Neutrophil Extracellular Trap (NET) Inhibition
97% yes
💬 1
0.81
· therapeutic
0.79
· therapeutic
Transcriptional Autophagy-Lysosome Coupling
91% yes
💬 2
0.78
· mechanistic
0.76
· mechanistic
Senescent Cell Mitochondrial DNA Release
84% yes
💬 2
0.74
· mechanistic
0.73
· mechanistic
💬 Debates & Sessions
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The study demonstrates significant reduction in dementia risk (HR 0.63) with GLP-1RA treatment, but the underlying neuroprotective mechanisms remain u
gap_analysis · 2026-04-16
· score 0.9
🔍 Knowledge Gaps
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What mechanisms link HLA-DRA, AGER, HSPA1A, and HSPA1B to microvascular complications in diabetes?
neurodegeneration
How does proteolethargy contribute to neurodegeneration in chronic diseases like diabetes?
neurodegeneration
How does P2RX7 purinergic signaling mechanistically regulate pancreatic β-cell function and insulin sensitivity?
metabolic-signaling
Why do GLP-1 agonists improve brain biomarkers but not cognitive scores in neurodegeneration?
neurodegeneration
What are the specific central mechanisms by which GLP-1 receptor agonists affect cognition?
neurodegeneration
Do GLP-1 agonists provide neuroprotection in non-diabetic patients with neurodegeneration?
neurodegeneration
📋 Notebooks & Artifacts
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📊
analysis · 2026-04-28
🧪
experiment · 2026-04-27
🧪
experiment · 2026-04-27
📄
paper_figure · 2026-04-27
📄
paper_figure · 2026-04-26
📄
paper_figure · 2026-04-26
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