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.
38
open gaps
| # | Title | Status | Priority | Domain | Created | |
|---|---|---|---|---|---|---|
| 1 | How do cell-type specific differences in RBP expression patterns affect therape… The skeptic raised concerns about cellular heterogeneity in stress granule dynamics, but no data was provided on how RBP dysregulation manifests differently acr… gap-debate-20260410-112915-3e662e46 | open | 0.850 | molecular biology | 2026-04-10 | Open → |
| 2 | What determines layer-specific vulnerability of CUX2/RORB excitatory neurons in… The debate identified these neurons as selectively vulnerable but did not resolve the molecular basis for their susceptibility. Understanding this could reveal … gap-debate-20260410-112503-83785f33 | open | 0.850 | molecular biology | 2026-04-10 | Open → |
| 3 | What determines cell-type-specific vulnerability patterns beyond transcriptomic… While transcriptomic data identifies vulnerable cell populations, the debate revealed that correlation doesn't establish causation. The underlying mechanisms th… gap-debate-20260410-112457-a9f6e214 | open | 0.850 | molecular biology | 2026-04-10 | Open → |
| 4 | How does miR-130a targeting of HOXA5 mechanistically regulate angiogenic proces… While HOXA5 was identified as a miR-130a target through gain-of-function experiments, the specific pathway by which this interaction controls angiogenesis remai… gap-pubmed-20260410-155300-8bac9ad5 | open | 0.830 | molecular biology | 2026-04-10 | Open → |
| 5 | What determines the bidirectional versus unidirectional nature of Aβ-tau synerg… The debate acknowledged that Aβ-tau relationships are bidirectional but didn't resolve what molecular factors determine interaction directionality. Understandin… gap-debate-20260417-033217-7e7e8954 | open | 0.820 | molecular biology | 2026-04-17 | Open → |
| 6 | What is the causal molecular pathway connecting extracellular amyloid clearance… The debate highlighted that PSD-95 recovery correlates with amyloid reduction but the mechanistic linkage remains unknown. Without understanding this pathway, t… gap-debate-20260417-033132-c50f18ff | open | 0.820 | molecular biology | 2026-04-17 | Open → |
| 7 | What membrane curvature changes are specifically induced by tau aggregation ver… The skeptic identified a scale mismatch problem but the debate left unresolved whether tau aggregation creates unique membrane deformations that could be therap… gap-debate-20260410-100403-781ebd2b | open | 0.800 | molecular biology | 2026-04-10 | Open → |
| 8 | How can DNMT inhibitors achieve brain-region specificity without systemic genom… The Theorist proposed targeted demethylation while the Skeptic raised serious safety concerns about carcinogenicity and global genomic disruption. No delivery m… gap-debate-20260410-111542-afdc2448 | open | 0.800 | molecular biology | 2026-04-10 | Open → |
| 9 | Which aging-related gene expression changes represent causal drivers versus con… The debate structure assumed this analysis would occur but provided no framework for distinguishing causative molecular changes from downstream effects. This ca… gap-debate-20260410-112725-2d139325 | open | 0.800 | molecular biology | 2026-04-10 | Open → |
| 10 | How do AD pathological proteins specifically disrupt stellate neuron ion channe… While ion channel dysfunction was proposed as a mechanism, the debate did not resolve how tau aggregates or amyloid specifically alter HCN1/Kv7 channels in stel… gap-debate-20260410-095546-5d707d27 | open | 0.800 | molecular biology | 2026-04-10 | Open → |
| 11 | What specific cellular machinery differences between brain regions select for d… The debate highlighted that PSP and CBD show different pathology even in overlapping regions, but the molecular basis for cell-type specific tau processing rema… gap-debate-20260410-095556-89718f6c | open | 0.800 | molecular biology | 2026-04-10 | Open → |
| 12 | Which caspase isoforms specifically cleave tau at Asp-421 in human AD brain tis… While D421 truncation was identified as disease-specific and therapeutically accessible, the debate did not establish which caspases are responsible in vivo. Th… gap-debate-20260412-094558-b4d0923e | open | 0.800 | molecular biology | 2026-04-12 | Open → |
| 13 | Does K280 acetylation causally drive mitochondrial dysfunction or merely correl… The skeptic raised that mitochondrial deficits may precede K280 acetylation in some models, questioning causality. Resolving whether this PTM is a driver versus… gap-debate-20260412-094614-ec3c496f | open | 0.800 | molecular biology | 2026-04-12 | Open → |
| 14 | Do senescent neurons become 'super-spreaders' of pathological tau through enhan… The highest-ranked hypothesis proposed that senescent cells amplify tau propagation via exosomes, but this mechanistic link was not established in the literatur… gap-debate-20260410-112619-ed8563d5 | open | 0.800 | molecular biology | 2026-04-10 | Open → |
| 15 | What determines AhR ligand specificity for TMAO versus other gut metabolites in… The skeptic noted AhR is promiscuous with dozens of ligands, but the mechanistic specificity of TMAO-AhR signaling remains unestablished. Understanding competit… gap-debate-20260417-033152-d7713ada | open | 0.800 | molecular biology | 2026-04-17 | Open → |
| 16 | What are the specific cellular targets that arginine-rich DPRs bind to disrupt… While DPR competitive inhibitors scored highest therapeutically, the debate didn't identify the actual molecular targets these peptides bind. Without knowing th… gap-debate-20260411-064918-6d71e5e2 | open | 0.800 | molecular biology | 2026-04-11 | Open → |
| 17 | Can PINK1/Parkin mitophagy pathway restoration rescue SIRT3-mediated mitochondr… The Domain Expert identified PINK1 downregulation preceding SIRT3 changes, suggesting mitophagy failure may be upstream of metabolic collapse. However, the ther… gap-debate-20260410-112528-42ecd6bd | open | 0.790 | molecular biology | 2026-04-10 | Open → |
| 18 | Which synaptic adhesion molecules are necessary and sufficient for tau uptake? The debate identified several candidate proteins (NCAM1, neuroligin-1, N-cadherin) but didn't establish which are required for pathological tau internalization … gap-debate-20260412-094629-5e2638ff | open | 0.790 | molecular biology | 2026-04-12 | Open → |
| 19 | What biochemical properties enable certain proteins to act as cross-seeding tem… While cross-seeding is proposed, the molecular determinants that allow proteins like α-synuclein to template heterologous aggregation remain undefined. This kno… gap-debate-20260412-094652-2ed40ca5 | open | 0.780 | molecular biology | 2026-04-12 | Open → |
| 20 | What determines cell-type specificity of autophagy dysfunction across different… The transcript noted that similar autophagy-lysosome convergence mechanisms affect different neuronal populations in AD, PD, and ALS, but the molecular basis fo… gap-debate-20260410-113045-cf006055 | open | 0.780 | molecular biology | 2026-04-10 | Open → |
| 21 | What are the optimal temporal dynamics for GSK3β inhibition to block pathologic… The debate identified GSK3β as highly druggable with existing clinical compounds, but failed to resolve the critical timing parameters needed to selectively tar… gap-debate-20260410-112600-39668022 | open | 0.780 | molecular biology | 2026-04-10 | Open → |
| 22 | How do pathological proteins hijack endogenous chaperone networks during interc… The chaperone hijacking hypothesis was identified as promising but the specific molecular mechanisms by which disease proteins co-opt HSP70/HSP90 during cell-to… gap-debate-20260410-105449-2de7f216 | open | 0.780 | molecular biology | 2026-04-10 | Open → |
| 23 | Why are basal forebrain cholinergic neurons selectively vulnerable compared to… The skeptic identified this as a universal weakness across all hypotheses - none adequately explain the preferential targeting of cholinergic neurons. Understan… gap-debate-20260417-033026-9e514183 | open | 0.750 | molecular biology | 2026-04-17 | Open → |
| 24 | Which specific chaperone systems selectively handle RNA binding protein quality… The proteostasis hypothesis assumes selective enhancement is possible, but the debate didn't establish which chaperones specifically manage RBPs like TDP-43 and… gap-debate-20260410-111130-808d0d1e | open | 0.750 | molecular biology | 2026-04-10 | Open → |
| 25 | What are the druggable differences between C1q binding interfaces for neuronal… Hypothesis 2 proposed targeting distinct C1q binding domains, but the debate did not establish whether these interfaces are structurally distinct enough for sel… gap-debate-20260417-033241-1668e805 | open | 0.750 | molecular biology | 2026-04-17 | Open → |
| 26 | What determines cell-type specificity of aging gene expression changes that pre… The debate focused on specific genes but did not address why certain cell types show vulnerability-predicting expression changes while others remain resilient. … gap-debate-20260410-112355-ce04fb45 | open | 0.750 | molecular biology | 2026-04-10 | Open → |
| 27 | Which cryptic exon inclusion events are functionally relevant versus bystander… The cryptic exon silencing hypothesis achieved high scores but lacked specificity about which aberrant splicing events actually contribute to pathology versus t… gap-debate-20260410-112915-a91fc4db | open | 0.750 | molecular biology | 2026-04-10 | Open → |
| 28 | Can tau-independent microtubule stabilization compensate for tau pathology in v… The MAP6 enhancement hypothesis assumes other MAPs can functionally replace tau, but this compensation mechanism remains unproven in disease contexts. Resolving… gap-debate-20260410-112951-a06348ea | open | 0.750 | molecular biology | 2026-04-10 | Open → |
| 29 | How do stress granules mechanistically amplify inflammatory signals between mic… The phase-separated organelle hypothesis identified stress granules as potential signal amplifiers, but the specific RNA-protein complexes and signaling cascade… gap-debate-20260410-113032-2e65492f | open | 0.750 | molecular biology | 2026-04-10 | Open → |
| 30 | Can TYROBP stabilization maintain TREM2 signaling independently of surface rece… The hypothesis assumes TYROBP stabilization can bypass TREM2 ectodomain loss, but the debate did not establish whether downstream signaling can be maintained wi… gap-debate-20260410-111113-c1d1c0e4 | open | 0.750 | molecular biology | 2026-04-10 | Open → |
| 31 | Can mitochondrial DNA copy number in CSF extracellular vesicles reliably reflec… The debate proposed tracking mitochondrial biogenesis via CSF-derived extracellular vesicles but didn't address whether these vesicles accurately represent neur… gap-debate-20260410-111950-fb9f7562 | open | 0.750 | molecular biology | 2026-04-10 | Open → |
| 32 | How does lactylation of ARF1 mechanistically regulate LRP1-mediated mitochondri… The LRP1-ARF1 lactylation axis was identified as crucial for mitochondrial transfer regulation, but the debate noted the mechanistic connection between lactylat… gap-debate-20260410-111536-0cef693d | open | 0.750 | molecular biology | 2026-04-10 | Open → |
| 33 | Does ST6GALNAC5 silencing in astrocytes translate from rodent models to human A… The therapeutic hypothesis around astrocytic St6galnac5 silencing lacks validation in human tissue or clinical contexts. Species differences in astrocyte biolog… gap-debate-20260410-112607-d8de8668 | open | 0.750 | molecular biology | 2026-04-10 | Open → |
| 34 | What is the relationship between HSP90 client sensitivity and partial chaperone… The debate suggested apparent selectivity might result from differential client sensitivity rather than true molecular selectivity, but this mechanism is poorly… gap-debate-20260410-095958-9ce35fb0 | open | 0.750 | molecular biology | 2026-04-10 | Open → |
| 35 | Does transglutaminase-2 cross-linking occur during initial cross-seeding or onl… The synthesizer identified TG2 as a promising target but noted uncertainty about whether cross-linking drives cross-seeding initiation or stabilizes existing ag… gap-debate-20260410-112945-506a4c77 | open | 0.750 | molecular biology | 2026-04-10 | Open → |
| 36 | What are the genome-wide off-target mutation rates of prime editing in human ne… While prime editing was proposed for APOE4 correction, the debate noted limited long-term safety data in neuronal cells. The accumulation of off-target edits in… gap-debate-20260410-112413-3535dc16 | open | 0.700 | molecular biology | 2026-04-10 | Open → |
| 37 | How do compensatory mechanisms respond to cell-type specific gene silencing in… The skeptic raised concerns about compensatory upregulation when genes like APOE4 are selectively silenced, but this wasn't resolved. Understanding these adapti… gap-debate-20260410-112336-5efc215c | open | 0.700 | molecular biology | 2026-04-10 | Open → |
| 38 | Do APOE4's multiple pathological mechanisms require simultaneous targeting or i… The Skeptic noted APOE4 dysfunction involves altered lipidation, HDL preferences, and trafficking patterns beyond domain interactions. Whether these are indepen… gap-debate-20260410-110241-ec364e3e | open | 0.700 | molecular biology | 2026-04-10 | Open → |