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README.md
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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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-
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| 1 |
---
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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)
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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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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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## Data Structure
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### [GSE178430](https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE179430) Metadata
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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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+
**Dataset Author and Contact**: Chase Mateusiak [@cmatKhan](https://github.com/cmatkhan/)
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