DepMap data mismatch
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@mikhail-dozmorov-23744
Last seen 5 hours ago
United States

There are subtle differences in data available on the DepMap website and via the package. For example:

  • At https://depmap.org/portal/gene/GPX4?tab=dependency&dependency=Chronos_Combined page, select "Show lineage subtypes" and see under "Soft Tissue" barplot "Rhabdomyosarcoma (13)" - 13 cells are expected.

  • In the data obtained as

    library(depmap)
    crispr_data <- depmap_crispr()
    gpx4_data <- subset(crispr_data, gene_name == "GPX4")
    metadata <- depmap_metadata()
    gpx4_merged <- merge(gpx4_data, metadata, by = "depmap_id")
    

    Sorting by "lineage", then by "lineage_subtype" columns yields 12 rhabdomyosarcomas in the "lineage_subtype" column.

This is just one reproducible example. There are other subtle differences. Why it may be?

depmap • 30 views
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It might be due to different versions. The repacked/cleaned data in the depmap R/Bioconductor package is old, but the latest files can also be downloaded.

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