Pooling across cells to normalize single-cell RNA sequencing data with many zero counts

Normalization of single-cell RNA sequencing data is necessary to eliminate cell-specific biases prior to downstream analyses. However, this is not straightforward for noisy single-cell data where many counts are zero. We present a novel approach where expression values are summed across pools of cel...

Full description

Bibliographic Details
Main Authors: L. Lun, Aaron T., Bach, Karsten, Marioni, John C.
Format: Online
Language:English
Published: BioMed Central 2016
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4848819/