design-bench / manifests /gfp.json
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{
"citation": [
{
"text": "Sarkisyan et al. (2016), Local fitness landscape of the green fluorescent protein.",
"url": "https://doi.org/10.1038/nature17995"
}
],
"context": [
{
"description": "Stable SHA-256-derived protein join identifier.",
"name": "protein_id",
"required": false
},
{
"description": "Author substitution notation relative to avGFP.",
"name": "aa_mutations",
"required": false
},
{
"description": "Number of amino-acid substitutions.",
"name": "mutation_count",
"required": false
},
{
"description": "Barcodes supporting the protein aggregate.",
"name": "unique_barcodes",
"required": false
},
{
"description": "Nullable author-reported barcode dispersion.",
"name": "brightness_std",
"required": false
},
{
"description": "Aligned nucleotide substitution notations.",
"name": "nucleotide_mutations",
"required": false
},
{
"description": "Aligned nucleotide substitution counts.",
"name": "nucleotide_mutation_counts",
"required": false
},
{
"description": "Aligned nucleotide aggregate barcode counts.",
"name": "nucleotide_unique_barcodes",
"required": false
},
{
"description": "Aligned nucleotide aggregate medians.",
"name": "nucleotide_median_log10_brightness",
"required": false
},
{
"description": "Aligned nullable nucleotide dispersions.",
"name": "nucleotide_brightness_std",
"required": false
},
{
"description": "Aligned author barcode identifiers for provenance.",
"name": "source_barcode_ids",
"required": false
},
{
"description": "Aligned barcode nucleotide genotypes.",
"name": "barcode_nucleotide_mutations",
"required": false
},
{
"description": "Aligned barcode mutation counts.",
"name": "barcode_nucleotide_mutation_counts",
"required": false
},
{
"description": "Aligned filtered barcode brightness values.",
"name": "barcode_log10_brightness",
"required": false
},
{
"description": "Aligned minimum genotype sequencing coverage.",
"name": "barcode_min_coverage",
"required": false
},
{
"description": "Aligned mean genotype sequencing coverage.",
"name": "barcode_mean_coverage",
"required": false
}
],
"dataset_id": "design-bench/gfp",
"default_split": "protein_genotypes",
"description": "Canonical protein-level Sarkisyan GFP measurements with retained nucleotide and filtered-barcode source observations.",
"inputs": [
{
"constraints": [
{
"kind": "alphabet",
"symbols": [
"A",
"C",
"D",
"E",
"F",
"G",
"H",
"I",
"K",
"L",
"M",
"N",
"P",
"Q",
"R",
"S",
"T",
"V",
"W",
"Y"
]
},
{
"kind": "length",
"maximum": 237,
"minimum": 237
}
],
"description": "Uppercase 237-residue avGFP variant sequence.",
"name": "sequence"
}
],
"knowledge": {
"aequorea_victoria_gfp_and_engineered_variants": {
"description": "Experimentally established properties of avGFP and selected engineered GFP variants, with conventional residue numbering.",
"media_type": "text/markdown",
"path": "knowledge/design-bench/gfp/aequorea-victoria-gfp-and-engineered-variants.md",
"title": "Aequorea victoria GFP and Engineered Variants"
},
"flow_cytometry_and_barcode_linked_fluorescence_measurement": {
"description": "Single-cell fluorescence measurement, sorting bins, calibration, autofluorescence, barcode linkage, coverage, and aggregation.",
"media_type": "text/markdown",
"path": "knowledge/shared/flow-cytometry-and-barcode-linked-fluorescence-measurement.md",
"title": "Flow Cytometry and Barcode-Linked Fluorescence Measurement"
},
"fluorescence_photophysics_and_brightness": {
"description": "Absorption, excitation, emission, extinction coefficient, quantum yield, molecular brightness, photobleaching, and environmental effects.",
"media_type": "text/markdown",
"path": "knowledge/shared/fluorescence-photophysics-and-brightness.md",
"title": "Fluorescence Photophysics and Brightness"
},
"gfp_structure_chromophore_and_maturation": {
"description": "The GFP beta-barrel, central chromophore-forming residues, autocatalytic maturation, oxygen dependence, and protonation.",
"media_type": "text/markdown",
"path": "knowledge/design-bench/gfp/gfp-structure-chromophore-and-maturation.md",
"title": "GFP Structure, Chromophore, and Maturation"
},
"mixcr_mutation_encoding": {
"description": "Reference-relative substitution, deletion, and insertion notation, zero-based coordinates, validation, and amino-acid adaptation.",
"media_type": "text/markdown",
"path": "knowledge/shared/mixcr-mutation-encoding.md",
"title": "MiXCR Mutation Encoding"
},
"protein_fitness_landscapes_and_epistasis": {
"description": "Genotype-to-phenotype landscapes, mutational neighborhoods, additive expectations, and magnitude and sign epistasis.",
"media_type": "text/markdown",
"path": "knowledge/shared/protein-fitness-landscapes-and-epistasis.md",
"title": "Protein Fitness Landscapes and Epistasis"
},
"protein_folding_stability_and_mutational_effects": {
"description": "Folding thermodynamics and kinetics, structural environments, aggregation, and mechanisms by which substitutions alter proteins.",
"media_type": "text/markdown",
"path": "knowledge/shared/protein-folding-stability-and-mutational-effects.md",
"title": "Protein Folding, Stability, and Mutational Effects"
},
"protein_sequences_amino_acids_and_substitutions": {
"description": "Protein sequence notation, amino-acid physicochemical classes, residue coordinates, and substitution semantics.",
"media_type": "text/markdown",
"path": "knowledge/shared/protein-sequences-amino-acids-and-substitutions.md",
"title": "Protein Sequences, Amino Acids, and Substitutions"
}
},
"license": "CC-BY-4.0",
"schema_version": 1,
"source": [
{
"checksum": "sha256:5581230b9888f9960708a4769ce1c9b4453561f0b5f0374525445b4a984d54d5",
"name": "Sarkisyan GFP Figshare data",
"url": "https://doi.org/10.6084/m9.figshare.3102154.v1",
"version": "v1"
}
],
"splits": [
{
"attributes": {
"barcode_observations": 65678,
"mutation_type": "substitution_only",
"nucleotide_observations": 56086,
"protein_length": 237,
"reference": "avGFP",
"target_aggregation": "author_protein_level_median"
},
"description": "All clean canonical protein-level measurements.",
"name": "protein_genotypes",
"num_rows": 51715
}
],
"targets": [
{
"constraints": [
{
"kind": "finite"
}
],
"description": "Author protein-level median log-brightness over accepted barcodes.",
"name": "median_log10_brightness",
"unit": "log10 fluorescence intensity"
}
],
"version": "1.0.0"
}