Duplicated expression values?
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davi.vuko • 0
@01288822
Last seen 13 months ago
Austria

A rather large amount of entries contain a whole lot of genes with identical expression levels, especially some that should be vastly different, i.e. HLA-A and HLA-B.

Here's an example after fetching data using depmap_copyNumber(): depmap_id: ACH-000038 log_copy_number: 1.004462

which is found in 2550 different genes.

Here's another one:

example

I think I might be missing something here, could anyone help?

depmap_copyNumber() depmap • 796 views
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Do you know what copy number means? It's not a measure measure of gene expression

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@laurent-gatto-5645
Last seen 6 weeks ago
Belgium

This was provided as an answer by email to OP. I copy it here so that other benefit from it:

We did not change any of these copy number values. Integer values in Depmap R package datasets are as-is. The genes with similar CNV counts are likely an artifact of normalization from their pipeline, which you can read more about here: https://depmap.sanger.ac.uk/documentation/datasets/copy-number/

If you have more specific questions about how this data was normalized, I suggest that you address your questions to depmap@sanger.ac.uk

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Thank you so much for the swift reply. I have contacted them and will update this thread as soon as I know more.

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I'm learning about this value so I can find duplicate data more easily. Your shared link has effective real data for background knowledge https://depmap.sanger.ac.uk/documentation/datasets/copy-number/snake io

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