A novel approach to remove the batch effect of single-cell data

摘要

Analyzing single-cell RNA sequencing (scRNA-seq)data from different batches is a challenging task1. Thecommonly used batch-effect removal methods, e.g.Combat2,3 were initially developed for microarray or bulkRNA-seq data, and may not be appropriate for single-cellanalysis in some situations4.