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Benchmarking UMI-based single-cell RNA-seq preprocessing workflows.

Yue YouLuyi TianShian SuXueyi DongJafar S JabbariPeter F HickeyMatthew E Ritchie
Published in: Genome biology (2021)
In summary, the choice of preprocessing method was found to be less important than other steps in the scRNA-seq analysis process. Our study comprehensively compares common scRNA-seq preprocessing workflows and summarizes their characteristics to guide workflow users.
Keyphrases
  • decision making
  • rna seq
  • single cell
  • high throughput
  • electronic health record
  • gene expression
  • data analysis