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Protocol for fast scRNA-seq raw data processing using scKB and non-arbitrary quality control with COPILOT

Authors :
Hsu, C.W.
Shahan, R.
Nolan, T.M.
Benfey, P.N.
Ohler, U.
Publication Year :
2022
Publisher :
Elsevier, 2022.

Abstract

We describe a protocol to perform fast and non-arbitrary quality control of single-cell RNA sequencing (scRNA-seq) raw data using scKB and COPILOT. scKB is a wrapper script of kallisto and bustools for accelerated alignment and transcript count matrix generation, which runs significantly faster than the popular tool Cell Ranger. COPILOT then offers non-arbitrary background noise removal by comparing distributions of low-quality and high-quality cells. Together, this protocol streamlines the processing workflow and provides an easy entry for new scRNA-seq users. For complete details on the use and execution of this protocol, please refer to Shahan et al. (2022).

Subjects

Subjects :
Cancer Research

Details

Language :
English
Database :
OpenAIRE
Accession number :
edsair.mdc......med..42d58dfa2e8b433cdc9a666e0bf920d1