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Analysis of synthetic cellular barcodes in the genome and transcriptome with BARtab and bartools.
- Source :
-
Cell reports methods [Cell Rep Methods] 2024 May 20; Vol. 4 (5), pp. 100763. Date of Electronic Publication: 2024 Apr 25. - Publication Year :
- 2024
-
Abstract
- Cellular barcoding is a lineage-tracing methodology that couples heritable synthetic barcodes to high-throughput sequencing, enabling the accurate tracing of cell lineages across a range of biological contexts. Recent studies have extended these methods by incorporating lineage information into single-cell or spatial transcriptomics readouts. Leveraging the rich biological information within these datasets requires dedicated computational tools for dataset pre-processing and analysis. Here, we present BARtab, a portable and scalable Nextflow pipeline, and bartools, an open-source R package, designed to provide an integrated end-to-end cellular barcoding analysis toolkit. BARtab and bartools contain methods to simplify the extraction, quality control, analysis, and visualization of lineage barcodes from population-level, single-cell, and spatial transcriptomics experiments. We showcase the utility of our integrated BARtab and bartools workflow via the analysis of exemplar bulk, single-cell, and spatial transcriptomics experiments containing cellular barcoding information.<br />Competing Interests: Declaration of interests M.A.D. has been a member of advisory boards for GSK, CTX CRC, Storm Therapeutics, Celgene, and Cambridge Epigenetix. The Dawson laboratory is a recipient of grant funding from the emerging sciences fund administered through Pfizer.<br /> (Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.)
Details
- Language :
- English
- ISSN :
- 2667-2375
- Volume :
- 4
- Issue :
- 5
- Database :
- MEDLINE
- Journal :
- Cell reports methods
- Publication Type :
- Academic Journal
- Accession number :
- 38670101
- Full Text :
- https://doi.org/10.1016/j.crmeth.2024.100763