Back to Search Start Over

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

Authors :
Hsu CW
Shahan R
Nolan TM
Benfey PN
Ohler U
Source :
STAR protocols [STAR Protoc] 2022 Dec 16; Vol. 3 (4), pp. 101729. Date of Electronic Publication: 2022 Sep 30.
Publication Year :
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).<br />Competing Interests: Declaration of interests P.N.B. is a member of the Developmental Cell advisory board and is the co-founder and chair of the scientific advisory board of Hi Fidelity Genetics, Inc, a company that works on crop root growth.<br /> (Copyright © 2022. Published by Elsevier Inc.)

Details

Language :
English
ISSN :
2666-1667
Volume :
3
Issue :
4
Database :
MEDLINE
Journal :
STAR protocols
Publication Type :
Academic Journal
Accession number :
36181683
Full Text :
https://doi.org/10.1016/j.xpro.2022.101729