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.
15
open gaps
| # | Title | Status | Priority | Domain | Created | |
|---|---|---|---|---|---|---|
| 1 | Gap in Seattle Hub lineage tracing: Clinical Translation, Ethics, and Biosafety… Define governance, reversibility, containment, and consent norms before permanent cellular recorders enter human or environmental settings. Boundary domains: bi… gap-synthetic-biology-lineage-tracing-11 | open | 0.834 | synthetic-biology-lineage-tracing | 2026-04-26 | Open → |
| 2 | Gap in Seattle Hub lineage tracing: Spatial Lineage Atlases and Cross-platform… Harmonize lineage, spatial, and single-cell atlases so recorded histories can be compared across organisms, tissues, and assays. Boundary domains: brain-cell-ty… gap-synthetic-biology-lineage-tracing-05 | open | 0.831 | synthetic-biology-lineage-tracing | 2026-04-26 | Open → |
| 3 | Gap in Seattle Hub lineage tracing: Recording Neuroimmune and Degeneration-link… Adapt recorders to capture microglial, immune, and glial histories across neurodegeneration without triggering inflammatory artifacts. Boundary domains: neurode… gap-synthetic-biology-lineage-tracing-12 | open | 0.828 | synthetic-biology-lineage-tracing | 2026-04-26 | Open → |
| 4 | Gap in Seattle Hub lineage tracing: Delivery Systems for Longitudinal In-vivo C… Create delivery strategies that can seed recorders across target tissues without perturbing the lineage or immune context being measured. Boundary domains: gene… gap-synthetic-biology-lineage-tracing-03 | open | 0.825 | synthetic-biology-lineage-tracing | 2026-04-26 | Open → |
| 5 | Gap in Seattle Hub lineage tracing: In-vivo Prime Editing for Recording and Rep… Determine which delivery and pegRNA designs make in-vivo prime editing efficient enough for cell recording or therapeutic repair. Boundary domains: gene-therapy… gap-synthetic-biology-lineage-tracing-02 | open | 0.821 | synthetic-biology-lineage-tracing | 2026-04-26 | Open → |
| 6 | Gap in Seattle Hub lineage tracing: Molecular Recording and Cellular Memory Sys… Build recorders that preserve temporal order, amplitude, and cell-state context without damaging long-lived mammalian cells. Boundary domains: synthetic-biology… gap-synthetic-biology-lineage-tracing-01 | open | 0.818 | synthetic-biology-lineage-tracing | 2026-04-26 | Open → |
| 7 | Gap in Seattle Hub lineage tracing: Mammalian Synthetic Gene Circuits and Logic… Move mammalian circuits from demonstrations to predictive, composable modules that can gate recording by cell state or exposure. Boundary domains: synthetic-bio… gap-synthetic-biology-lineage-tracing-07 | open | 0.813 | synthetic-biology-lineage-tracing | 2026-04-26 | Open → |
| 8 | Gap in Seattle Hub lineage tracing: ML-guided Recorder and Editor Design Train models that jointly optimize editor activity, edit diversity, toxicity, and recoverability for lineage-recording payloads. Boundary domains: ai-for-scienc… gap-synthetic-biology-lineage-tracing-10 | open | 0.808 | synthetic-biology-lineage-tracing | 2026-04-26 | Open → |
| 9 | Gap in Seattle Hub lineage tracing: Computational Lineage Reconstruction and Un… Expose uncertainty, missing edits, convergent scars, and model assumptions as first-class outputs in lineage reconstruction pipelines. Boundary domains: machine… gap-synthetic-biology-lineage-tracing-09 | open | 0.805 | synthetic-biology-lineage-tracing | 2026-04-26 | Open → |
| 10 | Gap in Seattle Hub lineage tracing: Perturb-seq Coupled to Lineage and Exposure… Combine perturbation identity, lineage history, and exposure memory in one assay without confounding edited marks with perturbation effects. Boundary domains: f… gap-synthetic-biology-lineage-tracing-08 | open | 0.792 | synthetic-biology-lineage-tracing | 2026-04-26 | Open → |
| 11 | Gap in Seattle Hub lineage tracing: Single-cell Multiomic Readouts of Recorded… Link edited lineage marks to transcriptome, chromatin, spatial, and perturbation readouts without losing clone identity. Boundary domains: single-cell-genomics,… gap-synthetic-biology-lineage-tracing-04 | open | 0.785 | synthetic-biology-lineage-tracing | 2026-04-26 | Open → |
| 12 | Gap in Seattle Hub lineage tracing: Whole-organism Developmental Lineage Models Benchmark how well recorders recover true developmental trees in zebrafish, mouse, and organoid systems with known ground truth. Boundary domains: developmental… gap-synthetic-biology-lineage-tracing-06 | open | 0.779 | synthetic-biology-lineage-tracing | 2026-04-26 | Open → |
| 13 | Gap in synthetic-biology-lineage-tracing: Prime Editing Systems & Applications gap-synthetic-bio-cell_prime_editing | open | 0.500 | synthetic-biology-lineage-tracing | 2026-04-25 | Open → |
| 14 | Gap in synthetic-biology-lineage-tracing: CRISPR Delivery Systems gap-synthetic-bio-cell_crispr_delivery | open | 0.500 | synthetic-biology-lineage-tracing | 2026-04-25 | Open → |
| 15 | Gap in synthetic-biology-lineage-tracing: CRISPR Genome-wide Screens gap-synthetic-bio-cell_crispr_screen | open | 0.500 | synthetic-biology-lineage-tracing | 2026-04-25 | Open → |