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bpprins avatar bpprins commented on July 18, 2024

The error was caused by gene label names being taken from the "gene" field in the weights table, which originally is the "gene_id" field in the PrediXcan GTEx modeling scripts output (gtex_v7_nested_cv_elnet.R) - which I used to fill with the probe names, and using the "gene_name" / "genename" field to populate with actual gene names according to GENCODE genes.

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quattro avatar quattro commented on July 18, 2024

Hi @bpprins , thank you for your interest in focus! Did you resolve this? I can update the predixcan-import to use user-specified column names, but I'll have to inspect the predixcan scripts.

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bpprins avatar bpprins commented on July 18, 2024

Hello @quattro (Nicholas), yes I've resolved it with a workaround, thanks for asking. It seems you have a lot going on so the workaround I think is fine for now. If anyone else is using the same pipeline as I do, may be then it's worthwhile later on to be able to specify columns: I have used the PredictDB_Pipeline_GTEx_v7 pipeline to create models, which can be found on their github right over here :

https://github.com/hakyimlab/PredictDB_Pipeline_GTEx_v7/tree/master/model_training/scripts.

Specifically I have used, gtex_v7_nested_cv_elnet.R for model training, the output of which are then fed to make_dbs.R and then I used filter_dbs.R to create the dbs, which I then converted to FOCUS format.

Cheers,

Bram

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quattro avatar quattro commented on July 18, 2024

Thanks for the update Bram. I'll re-open this to remind me for the next release. Really looking forward to seeing how the plasma protein weights turn out. Cheers, Nick

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