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SCeptre Tutorial

Reanalysis of 8227 data from Schoof et al. 2021

Preparation

Install conda environment.yml (tested on Linux)

Content

Raw data search

  • Proteome Discoverer 3.0
  • scMS processing & consensus workflow
  • TMTpro quantification method (with isotopic impurity correction)
  • Export of results:
    • Open in PD, remove “Grouped CV” columns
    • Export as .txt (MSMS, PSMs, Proteins, Input Files)

Data preparation

  • Label layout
  • Sample layout
  • Sort layout
  • File sample mapping
  • Plate layout mapping
  • FACS data

FACS data preparation

  • .fcs files
  • Flowkit notebook
  • Copy facs_data to data

SCeptre & Scanpy analysis

  • See notebook