Open a bounty challenge Fund this gap and accept submissions. SPEC-033.
Composite
Novelty
Mechanistic
Druggability
Priority
86%
Importance
85%
Tractability
88%
Market price
50%

Description

The abstract suggests evolutionary selection favored a common familial PD mutant allele, implying antimicrobial advantages, but doesn’t test whether disease-causing LRRK2 mutations alter these newly discovered functions. This gap is crucial for understanding mutation-specific therapeutic approaches.

Gap type: open_question Source paper: Parkinson’s disease kinase LRRK2 coordinates a cell-intrinsic itaconate-dependent defence pathway against intracellular Salmonella. (2023, Nature microbiology, PMID:37640963)

Resolution criteria

[“CRISPR knock-in of 5 common LRRK2 PD mutations (G2019S, R1441C/G/H, Y1699C) into RAW macrophages shows >=40% altered antimicrobial phagocytosis vs wild-type LRRK2”, “Mitochondrial tethering assay (MitoTracker + ER tracker) shows specific mutations reduce mitophagosome formation by >=30% upon bacterial challenge”, “LRRK2 G2019S patient-derived iPSC macrophages show impaired clearance of Staphylococcus aureus that is rescued by LRRK2 kinase inhibitors”, “Evolutionary analysis confirms LRRK2 mutations provide net fitness benefit in presence of specific pathogens (bacterial clearance assay in LRRK2-PD mouse models)”]

Evidence summary

{“resolution_pipeline”: “scidex.atlas.gap_closure_pipeline”, “task_id”: “f4f7b129-0f43-4c84-abd8-20d4e701842d”, “evaluated_at”: “2026-04-28T19:10:17.628743+00:00”, “resolution_summary”: “Resolved by hypothesis h-d4ac0303f6: G2019S primarily raises baseline LRRK2 kinase activity rather than amplifying lysosomal swelling gain. Supporting evidence includes debate sess_SDA-2026-04-16-gap-pubmed-20260410-170027-a1e5f867_20260416-135352.”, “match_counts”: {“hypothesis_matches”: 1, “debate_matches”: 5, “paper_matches”: 0}, “hypothesis_matches”: [{“id”: “h-d4ac0303f6”, “title”: “G2019S primarily raises baseline LRRK2 kinase activity rather than amplifying lysosomal swelling gain”, “score”: 0.23, “reason”: “5 token overlaps; entity overlap: lrrk2”, “analysis_id”: “SDA-2026-04-25-gapdebate-9180363b7c”, “target_gene”: “LRRK2”, “target_pathway”: null, “disease”: “neurodegeneration”, “composite_score”: 0.79, “confidence_score”: 0.32, “status”: “proposed”, “pubmed_evidence_ids”: [“23066449”, “34125248”, “34686322”, “35580815”, “35907404”]}], “debate_matches”: [{“id”: “sess_SDA-2026-04-16-gap-pubmed-20260410-170027-a1e5f867_20260416-135352”, “title”: “While the study establishes LRRK2 as a lysosomal swelling sensor and notes that lysosomal swelling occurs in LRRK2-linked diseases, it doesn’t directly test whether pathogenic LRRK2 mutations alter this volume-sensing function. This connection is crucial for understanding how LRRK2 mutations cause Parkinson’s disease and related disorders.\n\nGap type: open_question\nSource paper: Lysosomal swelling triggers LRRK2 activity. (2026, bioRxiv : the preprint server for biology, PMID:41427358)”, “score”: 0.614, “reason”: “15 token overlaps; entity overlap: lrrk2, pmid”, “analysis_id”: “SDA-2026-04-16-gap-pubmed-20260410-170027-a1e5f867”, “quality_score”: 0.85, “status”: “completed”, “target_artifact_id”: null, “target_artifact_type”: null}, {“id”: “sess_SDA-2026-04-14-gap-pubmed-20260410-184155-2ff305ca”, “title”: “The abstract reveals FUS has a chaperone-like function regulating TAZ condensate dynamics, but doesn’t address how FUS mutations in ALS/FTD might disrupt this function. This gap is critical since FUS mutations cause neurodegeneration, yet this newly discovered role in transcriptional regulation remains unexplored in disease context.\n\nGap type: open_question\nSource paper: A chaperone-like function of FUS ensures TAZ condensate dynamics and transcriptional activation. (None, None, PMID:38172614)”, “score”: 0.407, “reason”: “11 token overlaps; entity overlap: pmid”, “analysis_id”: “SDA-2026-04-14-gap-pubmed-20260410-184155-2ff305ca”, “quality_score”: 0.81, “status”: “completed”, “target_artifact_id”: null, “target_artifact_type”: null}, {“id”: “sess_SDA-2026-04-15-gap-pubmed-20260411-093843-0a9326c2_20260416-032731”, “title”: “The abstract identifies BACE1 as an attractive drug target but doesn’t address its normal physiological roles. Understanding these functions is critical to predict potential adverse effects of BACE1 inhibitors in therapeutic development.\n\nGap type: open_question\nSource paper: BACE1: the beta-secretase enzyme in Alzheimer’s disease. (2004, Journal of molecular neuroscience : MN, PMID:15126696)”, “score”: 0.404, “reason”: “10 token overlaps; entity overlap: pmid”, “analysis_id”: “SDA-2026-04-15-gap-pubmed-20260411-093843-0a9326c2”, “quality_score”: 0.76, “status”: “completed”, “target_artifact_id”: null, “target_artifact_type”: null}, {“id”: “sess_SDA-2026-04-08-gap-pubmed-20260406-062132-5d93ddb2_task_9aae8fc5”, “title”: “The review covers various organelle-specific autophagy types but doesn’t address what molecular mechanisms determine which organelles are selectively targeted for autophagy in neurodegeneration. This selectivity mechanism is crucial for understanding disease progression and therapeutic intervention.\n\nGap type: open_question\nSource paper: Organelle-specific autophagy in inflammatory diseases: a potential therapeutic target underlying the quality control of multiple organelles. (2021, Autophagy, PMID:32048886)”, “score”: 0.394, “reason”: “10 token overlaps; entity overlap: pmid”, “analysis_id”: “SDA-2026-04-08-gap-pubmed-20260406-062132-5d93ddb2”, “quality_score”: 0.655, “status”: “completed”, “target_artifact_id”: null, “target_artifact_type”: null}, {“id”: “sess_SDA-2026-04-06-gap-pubmed-20260406-041428-e14e6524_task_9aae8fc5”, “title”: “The study establishes G3BP1’s role as a tunable switch for stress granule assembly, but doesn’t address how neurodegeneration-linked mutations might dysregulate this process. Understanding mutation effects could explain disease mechanisms and guide therapeutic strategies.\n\nGap type: open_question\nSource paper: G3BP1 Is a Tunable Switch that Triggers Phase Separation to Assemble Stress Granules. (2020, Cell, PMID:32302571)”, “score”: 0.385, “reason”: “10 token overlaps; entity overlap: pmid”, “analysis_id”: “SDA-2026-04-06-gap-pubmed-20260406-041428-e14e6524”, “quality_score”: 0.693, “status”: “completed”, “target_artifact_id”: null, “target_artifact_type”: null}], “paper_matches”: []}