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2022-mouse-lemur-tabula-microcebus's Introduction

2022-mouse-lemur-tabula-microcebus

Code for cross-species and uTAR sequence homology analyses for two Tabula Microcebus papers

Paper 1 -- Figure 6a

The Tabula Microcebus Consortium et al. Tabula Microcebus: A transcriptomic cell atlas of mouse lemur, an emerging primate model organism. bioRxiv 2021.12.12.469460 (2021) doi:10.1101/2021.12.12.469460 (biorxiv link)

image

The data behind this figure includes:

  • Unifying cell types across human, mouse, and mouse lemur
  • Subsetting scanpy objects to only shared cell types
  • Subsetting scanpy objects on homologous genes
  • Creating a single scanpy object of human, mouse, and mouse lemur
  • Performing Xi (Xi = $\Xi$ Greek letter) correlation on bootstrapped trios of (human, mouse, mouse lemur) cells
  • Plotting $\Delta\Xi$ correlations to compare human:lemur vs human:mouse

Paper 2 -- Supplemental Figure 1f

The Tabula Microcebus Consortium et al. Mouse lemur transcriptomic atlas elucidates primate genes, physiology, disease, and evolution. bioRxiv 2022.08.06.503035 (2022) doi:10.1101/2022.08.06.503035 (biorxiv link)

image

  • nf-predictorthologs pipeline
    • Used orpheum to translate reads from unannotated transcriptionally active regions (uTARs)
      • Orpheum bisects reads into either coding or non-coding
    • Annotated translated protein sequences using DIAMOND
  • Create Venn Diagram of overlap between region annotations

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