scSNV: accurate dscRNA-seq SNV co-expression analysis using duplicate tag collapsing.


Journal

Genome biology
ISSN: 1474-760X
Titre abrégé: Genome Biol
Pays: England
ID NLM: 100960660

Informations de publication

Date de publication:
07 05 2021
Historique:
received: 08 07 2020
accepted: 23 04 2021
entrez: 8 5 2021
pubmed: 9 5 2021
medline: 20 1 2022
Statut: epublish

Résumé

Identifying single nucleotide variants has become common practice for droplet-based single-cell RNA-seq experiments; however, presently, a pipeline does not exist to maximize variant calling accuracy. Furthermore, molecular duplicates generated in these experiments have not been utilized to optimally detect variant co-expression. Herein, we introduce scSNV designed from the ground up to "collapse" molecular duplicates and accurately identify variants and their co-expression. We demonstrate that scSNV is fast, with a reduced false-positive variant call rate, and enables the co-detection of genetic variants and A>G RNA edits across twenty-two samples.

Identifiants

pubmed: 33962667
doi: 10.1186/s13059-021-02364-5
pii: 10.1186/s13059-021-02364-5
pmc: PMC8103760
doi:

Substances chimiques

RNA, Messenger 0

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

144

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Auteurs

Gavin W Wilson (GW)

Latner Thoracic Surgery Research Laboratories, University Health Network, 101 College St., 2-501, Toronto, ON, M5G 2C4, Canada. gavin.wilson@uhnresearch.ca.

Mathieu Derouet (M)

Latner Thoracic Surgery Research Laboratories, University Health Network, 101 College St., 2-501, Toronto, ON, M5G 2C4, Canada.

Gail E Darling (GE)

Latner Thoracic Surgery Research Laboratories, University Health Network, 101 College St., 2-501, Toronto, ON, M5G 2C4, Canada.
Division of Thoracic Surgery, Department of Surgery, University of Toronto, Toronto, M5G 2C4, Canada.

Jonathan C Yeung (JC)

Latner Thoracic Surgery Research Laboratories, University Health Network, 101 College St., 2-501, Toronto, ON, M5G 2C4, Canada. jonathan.yeung@uhn.ca.
Division of Thoracic Surgery, Department of Surgery, University of Toronto, Toronto, M5G 2C4, Canada. jonathan.yeung@uhn.ca.
Toronto General Hospital, 200 Elizabeth St, 9N-983, Toronto, ON, M5G 2C4, Canada. jonathan.yeung@uhn.ca.

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Classifications MeSH