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Merge pull request #1318 from allyhawkins/allyhawkins/1300-update-validation-marker-genes
Grab marker genes for validation of broad groups and consensus cell types
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analyses/cell-type-consensus/references/README.md

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#### Cell type validation marker genes
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The `validation-markers.tsv` file contains a list of potential marker genes to aid in validating consensus cell types.
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The `validation-markers.tsv` and `consensus-markers.tsv` files each contain a list of potential marker genes to aid in validating consensus cell types.
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These markers were obtained by grabbing the most frequently observed markers for each cell type included in `consensus-validation-groups.tsv` from the [`CellMarker2.0` list of human marker genes](http://117.50.127.228/CellMarker/CellMarker_download.html).
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The top 10 genes (sometimes more if there is a tie in the frequency) are included for each cell type.
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The table includes the following columns:
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`validation-markers.tsv` contains marker genes for each of the validation groups in `consensus-validation-groups.tsv`.
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`consensus-markers.tsv` contains marker genes for each of the consensus cell types in `consensus-validation-groups.tsv`.
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In some cases, the ontology ID for the consensus cell type or validation group was not included in `CellMarker2.0`, so these cell types are not included in the marker gene files.
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The tables include the following columns:
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| | |
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| --- | --- |
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| `validation_group_ontology` | Cell type ontology term for broader cell type group used for validation |
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| `consensus_annotation` | Human readable name for broader cell type group used for validation |
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| `validation_group_ontology` or `consensus_ontology`| Cell type ontology term for broader cell type group used for validation or original consensus cell type |
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| `validation_group_annotation` or `consensus_annotation` | Human readable name associated with the Cell Ontology identifer |
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| `ensembl_gene_id` | Ensembl gene identifier for the marker gene |
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| `gene_symbol` | Gene symbol for the marker gene |
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| `number_of_tissues` | Total number of tissues that express that marker gene in the specified cell type |
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| `celltype_total_tissues` | Total number of tissues that contained the specified cell type |
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| `percent_tissues` | Percentage of tissues that express the marker gene in the specified cell type |
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To generate this file follow these steps:
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To generate these files follow these steps:
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- Download the original reference file with `00-download-cellmarker-ref.sh`.
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- Generate a table of marker genes with `05-generate-validation-markers.sh`.
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- Generate the tables of marker genes with `05-generate-validation-markers.R`.

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