Nature Communications (Apr 2022)

Normalizing and denoising protein expression data from droplet-based single cell profiling

  • Matthew P. Mulè,
  • Andrew J. Martins,
  • John S. Tsang

DOI
https://doi.org/10.1038/s41467-022-29356-8
Journal volume & issue
Vol. 13, no. 1
pp. 1 – 12

Abstract

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Current single cell protein expression profiling approaches come with substantial measurement noise. Here the authors discover the sources of this noise and develop a denoising algorithm that improves data quality and downstream applications.