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initiate-tumor-purity-module
branch which has an open PR into OpenPBTA here: AlexsLemonade#1622 (stacked b/c this consumes results from that PR).This PR explores dimension reduction without including mitochondrial genes, as inspired by this issue: AlexsLemonade#1601
There are two main changes here:
transcriptomic-dimension-reduction
module to include an option to remove mitochondrial genes. I added this run for stranded RSEM with log2 on in order to generate data for this exploration.transcriptomic-dimension-reduction
to explore the mitochondrial expression, first via just looking at FPKMs of mito genes for relevant diagnoses and then via UMAPs made with and without mitochondrial genes. I don't see anything too different here, but welcome thoughts on interpretation. Here's that notebook:05-seq-center-mitochondrial-genes.nb.html.zip