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  ---
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  license: mit
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  # Barkai Compendium
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  This collects the ChEC-seq data from the following GEO series:
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- - GSE179430
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- - GSE209631
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- - GSE222268
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  The metadata for each is parsed out from the SraRunTable, or in the case of GSE222268, the NCBI series matrix file
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  (the genotype isn't in the SraRunTable)
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  The [Barkai lab](https://barkailab.wixsite.com/barkai) refers to this set as their binding compendium.
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  ## Dataset Details
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- ### Data Structure
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  license: mit
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+ language:
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+ - en
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+ tags:
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+ - transcription-factor
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+ - binding
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+ - chec-seq
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+ - genomics
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+ - biology
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+ pretty_name: Barkai ChEC-seq Compendium
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+ size_categories:
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+ - 100M<n<1B
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+ configs:
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+ - config_name: genomic_coverage
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+ description: Genomic coverage data with pileup counts at specific positions
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+ default: true
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+ data_files:
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+ - split: train
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+ path: genome_map/*/*/part-0.parquet
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+ dataset_info:
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+ features:
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+ - name: seqnames
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+ dtype: string
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+ description: Chromosome or sequence name (e.g., chrI, chrII, etc.)
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+ - name: start
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+ dtype: int32
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+ description: Start position of the genomic interval (1-based coordinates)
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+ - name: end
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+ dtype: int32
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+ description: End position of the genomic interval (1-based coordinates)
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+ - name: pileup
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+ dtype: int32
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+ description: Number of tags (5' of read) at this genomic position
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+ partition_info:
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+ - name: Series
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+ dtype: string
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+ description: GEO series of the dataset
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+ - name: Accession
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+ dtype: string
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+ description: GEO accession of the specific sample
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+ - config_name: GSE178430_metadata
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+ description: Metadata for GSE178430
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+ data_files:
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+ - split: train
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+ path: GSE178430_metadata.parquet
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+ dataset_info:
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+ features:
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+ - name: accession
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+ dtype: string
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+ description: Sample accession identifier
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+ - name: regulator_locus_tag
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+ dtype: string
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+ description: Systematic gene name (ORF identifier) of the tagged transcription factor
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+ - name: regulator_symbol
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+ dtype: string
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+ description: Standard gene symbol of the tagged transcription factor
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+ - name: strainid
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+ dtype: string
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+ description: Strain identifier used in the experiment
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+ - name: instrument
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+ dtype: string
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+ description: Sequencing instrument used for data generation
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+ - name: genotype
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+ dtype: string
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+ description: Full genotype description of the experimental strain
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+ - name: dbd_donor_symbol
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+ dtype: string
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+ description: Gene symbol of the DNA-binding domain donor (for chimeric constructs)
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+ - name: ortholog_donor
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+ dtype: string
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+ description: Ortholog donor information for cross-species constructs
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+ - name: paralog_deletion_symbol
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+ dtype: string
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+ description: Gene symbol of deleted paralog in the strain background
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+ - name: paralog_resistance_cassette
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+ dtype: string
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+ description: Antibiotic resistance cassette used for paralog deletion
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+ - config_name: GSE209631_metadata
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+ description: ChEC-seq experiment metadata for transcription factor variant studies
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+ data_files:
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+ - split: train
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+ path: GSE209631_metadata.parquet
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+ dataset_info:
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+ features:
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+ - name: accession
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+ dtype: string
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+ description: Sample accession identifier
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+ - name: regulator_locus_tag
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+ dtype: string
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+ description: Systematic gene name (ORF identifier) of the tagged transcription factor
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+ - name: regulator_symbol
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+ dtype: string
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+ description: Standard gene symbol of the tagged transcription factor
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+ - name: variant_type
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+ dtype: string
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+ description: Type of transcription factor variant tested in the experiment
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+ - config_name: GSE222268_metadata
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+ description: General experiment metadata for genomic studies
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+ data_files:
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+ - split: train
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+ path: GSE222268_metadata.parquet
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+ dataset_info:
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+ features:
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+ - name: title
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+ dtype: string
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+ description: Experiment title or sample description
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+ - name: accession
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+ dtype: string
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+ description: GEO sample accession identifier
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+ - name: extract_protocol_ch1
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+ dtype: string
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+ description: Protocol used for sample extraction and preparation
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+ - name: description
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+ dtype: string
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+ description: Detailed description of the experimental sample or condition
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+ - name: instrument_model
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+ dtype: string
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+ description: Model of sequencing instrument used for data generation
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  ---
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  # Barkai Compendium
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  This collects the ChEC-seq data from the following GEO series:
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+ - [GSE179430](https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE179430)
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+ - [GSE209631](https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE209631)
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+ - [GSE222268](https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE222268)
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  The metadata for each is parsed out from the SraRunTable, or in the case of GSE222268, the NCBI series matrix file
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  (the genotype isn't in the SraRunTable)
132
 
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  The [Barkai lab](https://barkailab.wixsite.com/barkai) refers to this set as their binding compendium.
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+ The genotypes for GSE222268 are not clear enough to me currently to parse well.
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+
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  ## Dataset Details
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+ `genome_map` stores the pileup of 5' end tags. See the Series and associated cited paper for details, but it is a
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+ standard processing pipeline to count 5' ends.
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+
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+ The `<series_accession>_metadata.parquet` files store metadata. You may use the field `accession` to extract the corresponding
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+ data.
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+
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+ ## Data Structure
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+
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+ ### [GSE178430](https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE179430) Metadata
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+
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+ | Field | Description |
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+ |------------------------------|--------------------------------------------------------------------------------|
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+ | `accession` | Sample accession identifier |
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+ | `regulator_locus_tag` | Systematic gene name (ORF identifier) of the tagged transcription factor |
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+ | `regulator_symbol` | Standard gene symbol of the tagged transcription factor |
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+ | `strainid` | Strain identifier used in the experiment |
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+ | `instrument` | Sequencing instrument used for data generation |
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+ | `genotype` | Full genotype description of the experimental strain |
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+ | `dbd_donor_symbol` | Gene symbol of the DNA-binding domain donor (for chimeric constructs) |
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+ | `ortholog_donor` | Ortholog donor information for cross-species constructs |
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+ | `paralog_deletion_symbol` | Gene symbol of deleted paralog in the strain background |
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+ | `paralog_resistance_cassette`| Antibiotic resistance cassette used for paralog deletion |
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+
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+ ### [GSE209631](https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE209631) Metadata
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+
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+ | Field | Description |
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+ |-----------------------|--------------------------------------------------------------------------------|
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+ | `accession` | Sample accession identifier |
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+ | `regulator_locus_tag` | Systematic gene name (ORF identifier) of the tagged transcription factor |
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+ | `regulator_symbol` | Standard gene symbol of the tagged transcription factor |
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+ | `variant_type` | Type of transcription factor variant tested in the experiment |
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+
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+ ### [GSE222268](https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE222268) Metadata
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+
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+ | Field | Description |
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+ |-----------------------|--------------------------------------------------------------------------------|
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+ | `title` | Experiment title or sample description |
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+ | `accession` | GEO sample accession identifier |
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+ | `extract_protocol_ch1`| Protocol used for sample extraction and preparation |
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+ | `description` | Detailed description of the experimental sample or condition |
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+ | `instrument_model` | Model of sequencing instrument used for data generation |
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+
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+
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+ **Dataset Author and Contact**: Chase Mateusiak [@cmatKhan](https://github.com/cmatkhan/)