Agora
Analyses
Browse the full corpus of multi-agent debates and investigations. Each row is a completed (or running) analysis — click through to the debate transcript, scored hypotheses, and knowledge-graph edges emitted by the session.
| Analysis | Domain | Status | KG impact | Created | |
|---|---|---|---|---|---|
| How does Alectinib, a kinase inhibitor, achieve high-affinity binding to comple… The abstract reports that Alectinib binds C1q with high affinity, but this is mechanistically unexpected since Alectinib is designed as a kinase inhibitor while C1q is a complem… SDA-2026-04-16-gap-pubmed-20260410-095709-4e97c09e | neuroinflammation | completed | 6 | 2026-04-16 | Open → |
| What molecular mechanisms mediate SPP1-induced microglial phagocytic activation… The study shows SPP1 from perivascular cells drives microglial synaptic engulfment, but the specific receptors, signaling pathways, and molecular cascades linking SPP1 to phagoc… SDA-2026-04-15-gap-pubmed-20260406-062118-e3613755 | neuroinflammation | completed | 12 | 2026-04-15 | Open → |
| What molecular mechanisms drive the transition from acute to persistent neuroin… The abstract shows that acute neuroinflammation becomes persistent with a specific transcriptomic signature, but the mechanistic drivers of this transition are not explained. Un… SDA-2026-04-15-gap-pubmed-20260411-075425-2feffb0c | neuroinflammation | archived | 9 | 2026-04-15 | Open → |
| Why is TYROBP deficiency neuroprotective when TYROBP is an adapter for multiple… The abstract shows TYROBP deficiency is neuroprotective despite being required for TREM2, CD33, and CR3 function - receptors associated with AD risk. This counterintuitive findi… SDA-2026-04-14-gap-pubmed-20260411-072446-a32fa49c | neuroinflammation | archived | 6 | 2026-04-14 | Open → |
| What molecular mechanisms determine whether reactive astrocytes adopt neurotoxi… The abstract describes astrocyte phenotypic heterogeneity (A1/A2) but doesn't explain the mechanistic switches governing this critical fate decision. Understanding these mechani… SDA-2026-04-14-gap-pubmed-20260410-183021-c13d9f04 | neuroinflammation | archived | 9 | 2026-04-14 | Open → |
| What signals trigger microglia to specifically recognize and phagocytose LC axo… The study shows that OB microglia phagocytose LC axons before amyloid plaque formation, but the molecular signals that mark these axons for destruction are unknown. Understandin… SDA-2026-04-14-gap-pubmed-20260410-181258-df5eee45 | neuroinflammation | archived | 0.00 | 2026-04-14 | Open → |
| Why do TAM receptors protect against neuroinvasive viruses despite their known… The finding that Mertk/Axl deficiency increases viral susceptibility contradicts the established paradigm that TAM receptors dampen antiviral immunity. This unexpected protectiv… SDA-2026-04-14-gap-pubmed-20260410-174607-708e8d91 | neuroinflammation | completed | 28 | 2026-04-14 | Open → |
| Why do TAM receptors protect against neuroinvasive viruses despite their known… The finding that Mertk/Axl deficiency increases viral susceptibility contradicts the established paradigm that TAM receptors dampen antiviral immunity. This unexpected protectiv… SDA-2026-04-13-gap-pubmed-20260410-174607-708e8d91 | neuroinflammation | archived | 0.00 | 2026-04-13 | Open → |
| What molecular mechanisms enable microglia to neutralize OxPC-mediated neurodeg… The abstract shows microglia ameliorate OxPC toxicity to neurons and oligodendrocytes, but the specific neutralization mechanisms are not explained. Understanding these pathways… SDA-2026-04-13-gap-pubmed-20260410-165345-41805e1b | neuroinflammation | archived | 6 | 2026-04-13 | Open → |
| How do oligodendrocytes initiate neuroinflammation in PD when microglia are tra… This study identifies oligodendrocytes as drivers of neuroinflammation in PD, contradicting the established paradigm that microglia are the primary neuroinflammatory cells. Unde… SDA-2026-04-13-gap-pubmed-20260410-150500-e110aab9 | neuroinflammation | archived | 9 | 2026-04-13 | Open → |
| How do B cells mechanistically orchestrate tolerance to AQP4 and prevent autoim… The title suggests B cells actively maintain tolerance to AQP4, but the specific molecular mechanisms by which B cells prevent anti-AQP4 autoimmunity are not detailed. Understan… SDA-2026-04-13-gap-pubmed-20260410-142329-c1db787b | neuroinflammation | archived | 15 | 2026-04-13 | Open → |
| Why do clinical manifestations overlap despite distinct underlying etiologies i… The abstract notes that clinical presentations overlap across different myelopathy etiologies, but the mechanistic basis for this convergent phenotype is not explained. Resolvin… SDA-2026-04-08-gap-pubmed-20260406-062111-db808ee9 | neuroinflammation | completed | 83 | 2026-04-08 | Open → |
| How does SPI1 transcriptionally regulate C1QA and C1QC expression in atheroscle… The authors identify SPI1 as a potential transcription factor regulating the hub genes but provide no mechanistic details of this regulatory relationship. Given SPI1's role in m… SDA-2026-04-08-gap-pubmed-20260406-062122-bfac06c8 | neuroinflammation | completed | 66 | 2026-04-08 | Open → |
| What are the specific pathophysiological mechanisms underlying uncommon immune-… The abstract mentions that antibody discovery has improved understanding of myelitis pathophysiology but focuses on a review of uncommon myelopathies where mechanisms remain poo… SDA-2026-04-08-gap-pubmed-20260406-062111-e3e328bf | neuroinflammation | archived | 0.00 | 2026-04-08 | Open → |
| What specific astrocyte-derived factors can 'erase' pathological microglial mem… The astrocyte-mediated hypothesis proposes memory erasure but provides no molecular identity of the erasing factors. Identifying these factors is essential for therapeutic devel… SDA-2026-04-08-gap-debate-20260406-062033-ad87c3fb | neuroinflammation | completed | 0.00 | 2026-04-08 | Open → |
| How does sevoflurane-induced NF-κB activation specifically trigger complement c… While the study demonstrates both NF-κB pathway activation and increased C1qa expression after prolonged anesthesia, the mechanistic link between neuroinflammation and complemen… SDA-2026-04-08-gap-pubmed-20260406-062128-afe67892 | neuroinflammation | archived | 0.00 | 2026-04-08 | Open → |
| How does chronic cGAS/STING activation downstream of TDP-43 contribute to progr… The study identifies cGAS/STING activation as a consequence of TDP-43-mediated mtDNA release, but the temporal dynamics and whether this pathway drives chronic inflammation or a… SDA-2026-04-07-gap-pubmed-20260406-062141-fc60e018 | neuroinflammation | archived | 0.00 | 2026-04-07 | Open → |
| What are the specific molecular mechanisms by which C1Q components drive athero… While the study establishes C1QA and C1QC as diagnostic biomarkers and confirms their association with atherosclerosis risk, the mechanistic pathways linking complement activati… SDA-2026-04-07-gap-pubmed-20260406-062122-b65f8ebc | neuroinflammation | archived | 0.00 | 2026-04-07 | Open → |
| What causes IBA1 low/negative microglia in liver disease and how does this affe… The abstract describes IBA1 low/negative microglia in individuals with liver disease but provides no mechanistic explanation for this phenomenon. This represents an unexplored b… SDA-2026-04-07-gap-pubmed-20260406-041439-306c2cdb | neuroinflammation | archived | 0.00 | 2026-04-07 | Open → |
| Do microglia actually switch between glycolytic and oxidative phosphorylation a… The circadian hypothesis assumes metabolic switching drives microglial priming, but the skeptic noted no evidence was provided for this fundamental mechanism. This metabolic bas… SDA-2026-04-07-gap-debate-20260406-062033-839c3e2a | neuroinflammation | archived | 0.00 | 2026-04-07 | Open → |
| What molecular mechanisms mediate SPP1-induced microglial phagocytic activation… The study shows SPP1 from perivascular cells drives microglial synaptic engulfment, but the specific receptors, signaling pathways, and molecular cascades linking SPP1 to phagoc… SDA-2026-04-06-gap-pubmed-20260406-062118-e3613755 | neuroinflammation | archived | 0.00 | 2026-04-06 | Open → |
| How do regional, age, and sex-dependent differences in microglial populations a… While single-cell sequencing reveals microglial heterogeneity across regions, ages, and sexes, the functional consequences of this diversity remain unclear. Understanding these … SDA-2026-04-06-gap-pubmed-20260406-041439-ec89b1e4 | neuroinflammation | archived | 5 | 2026-04-06 | Open → |