Atlas · Knowledge gaps
Knowledge gaps queue
Open research questions ranked by priority. Each gap is a candidate for a debate or a SPEC-033 bounty challenge.
5
open gaps
| # | Title | Status | Priority | Domain | Created | |
|---|---|---|---|---|---|---|
| 1 | What biomarkers can distinguish Aβ-dependent versus Aβ-independent phases of ta… The debate implied therapeutic windows exist but didn't identify how to detect transition points between Aβ-dependent and independent tau toxicity. This knowled… gap-debate-20260417-033221-41ed1ee2 | open | 0.850 | biomarker development | 2026-04-17 | Open → |
| 2 | What is the optimal sampling frequency for CSF lactate/pyruvate ratios to detec… While CSF lactate/pyruvate dynamics were identified as promising biomarkers, the debate didn't resolve the temporal kinetics needed to distinguish therapeutic r… gap-debate-20260410-111950-1fac0d81 | open | 0.780 | biomarker development | 2026-04-10 | Open → |
| 3 | How can metabolomic biomarkers overcome participant heterogeneity to achieve di… The authors explicitly note participant heterogeneity as a major limitation affecting metabolomic marker reliability. Resolving this methodological challenge is… gap-pubmed-20260410-184221-965b3979 | open | 0.760 | biomarker development | 2026-04-10 | Open → |
| 4 | What biomarkers can reliably measure real-time glymphatic function to guide sle… The debate emphasized the need for precision timing and monitoring of glymphatic clearance, but no validated biomarkers for real-time assessment were identified… gap-debate-20260410-111124-00bd9682 | open | 0.750 | biomarker development | 2026-04-10 | Open → |
| 5 | Why does p-tau181 show superior freeze-thaw stability compared to amyloid pepti… The abstract reports higher stability of p-tau181 to repeated freezing-thaw cycles compared to Aβ species, but provides no mechanistic explanation. Understandin… gap-pubmed-20260410-150609-12ceb840 | open | 0.720 | biomarker development | 2026-04-10 | Open → |