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17 results

Gap Gap in Human Brain Cell Types: Cross Atlas Harmonization For Rare Cell Types (<0.1% Of Total) rel 0.16

Priority frontier extracted from landscape commentary: cross-atlas harmonization for

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Gap [landscape-gap] Cell Type Connectivity & Electrophysiology: Human Patch-seq data is extremely scarce; most connectivity-transcriptomics linking is from mouse; in vivo functional characterization of human cell types is nearly absent. rel 0.15

Linking cell type identity (transcriptomic) to electrophysiological properties, morphology, and

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Gap [landscape-gap] Disease-Associated Cell Type Vulnerability: Causal direction between cell-type vulnerability and disease onset is unclear; early-stage disease cell-type changes are undersampled. rel 0.15

Identification of cell types selectively vulnerable in neurodegenerative (AD, PD

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Gap [landscape-frontier] Cell Type Connectivity & Electrophysiology: Human Patch-seq data is extremely scarce; most connectivity-transcriptomics linking is from mouse; in vivo functional characterization of human cell types is nearly absent. rel 0.15

Linking cell type identity (transcriptomic) to electrophysiological properties, morphology, and

matched in: search_vector
Gap [landscape-gap] GWAS & Genetic Cell Type Enrichment: Cell-type enrichment results vary across methods; fine-mapping to causal cell types is inconclusive; rare variant cell-type effects are largely unexplored. rel 0.14

Mapping genetic disease risk (GWAS loci) to specific brain cell

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Gap [landscape-frontier] GWAS & Genetic Cell Type Enrichment: Cell-type enrichment results vary across methods; fine-mapping to causal cell types is inconclusive; rare variant cell-type effects are largely unexplored. rel 0.14

Mapping genetic disease risk (GWAS loci) to specific brain cell

matched in: search_vector
Gap [landscape-gap] Epigenomic Cell Type Specification: Cell-type-specific cis-regulatory element atlases are incomplete for human brain; variant-to-cell-type mapping for non-coding GWAS loci is sparse. rel 0.14

Cell type-specific chromatin accessibility (scATAC-seq), DNA methylation, histone

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Gap [landscape-gap] Cross-Species Cell Type Conservation: No gold-standard metric for cell type homology; human-specific cell types have unclear functional analogs in model organisms. rel 0.13

Comparative analysis of cell types across species (mouse, marmoset, macaque

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Gap Gap in Human Brain Cell Types: Layer 5A Corticostriatal Neuron Selective Vulnerability In Neurodegeneration rel 0.12

Priority frontier extracted from landscape commentary: layer 5a corticostriatal neuron

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Gap [landscape-frontier] Organoid & In Vitro Cell Type Models: Organoid cell types diverge from in vivo counterparts in maturity and diversity; standardized organoid-to-primary comparison frameworks are missing. rel 0.12

Brain organoid and iPSC-derived cell type characterization and comparison

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Gap [landscape-gap] Organoid & In Vitro Cell Type Models: Organoid cell types diverge from in vivo counterparts in maturity and diversity; standardized organoid-to-primary comparison frameworks are missing. rel 0.12

Brain organoid and iPSC-derived cell type characterization and comparison

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Gap Gap in Human Brain Cell Types: Adult Prefrontal Cortex Neurogenesis Claims — Currently Contested And Lacking Temporal Resolution rel 0.11

Priority frontier extracted from landscape commentary: adult prefrontal cortex neurogenesis

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Gap Gap in Human Brain Cell Types: Human Specific Chandelier Cell Molecular Identity And Disease Vulnerability rel 0.11

Priority frontier extracted from landscape commentary: human-specific chandelier cell

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Gap [landscape-gap] Brain Region-Specific Cell Atlases: Many subcortical regions (thalamus, hypothalamus, amygdala) lack comprehensive single-cell atlases in human; most data is from cortex and hippocampus. rel 0.11

Detailed cell-type atlases for individual human brain regions: hippocampus

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Gap [landscape-gap] Developmental Cell Type Trajectories: Continuous developmental atlases from fetal to adult are incomplete; intermediate developmental stages are undersampled in many brain regions. rel 0.10

Cell type specification during human brain development — neurogenesis, gliogenesis, and

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Gap [landscape-gap] Spatial Transcriptomics & In Situ Mapping: Whole-brain spatial coverage at single-cell resolution is missing for human; integration across spatial platforms is immature. rel 0.10

Mapping cell types in their native spatial context using MERFISH

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Gap [landscape-gap] Glia Diversity & Subclassification: Disease-associated microglia (DAM) vs homeostatic microglia states are debated; astrocyte functional subtypes are poorly mapped in humans. rel 0.10

Subclassification and functional characterization of astrocytes, oligodendrocytes, oligodendrocyte precursor cells

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