Nature Communications (Oct 2020)

A multiresolution framework to characterize single-cell state landscapes

  • Shahin Mohammadi,
  • Jose Davila-Velderrain,
  • Manolis Kellis

DOI
https://doi.org/10.1038/s41467-020-18416-6
Journal volume & issue
Vol. 11, no. 1
pp. 1 – 14

Abstract

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Dissecting the cellular heterogeneity embedded in single-cell transcriptomic data is challenging. Here, the authors introduce the concept of multiresolution cell-state decomposition as a practical approach to simultaneously capture both fine- and coarse-grain patterns of variability.