Mitoclone2: an R package for elucidating clonal structure in single-cell RNA-sequencing data using mitochondrial variants.
Details
Serval ID
serval:BIB_BCBBBB5D9AA0
Type
Article: article from journal or magazin.
Collection
Publications
Institution
Title
Mitoclone2: an R package for elucidating clonal structure in single-cell RNA-sequencing data using mitochondrial variants.
Journal
NAR genomics and bioinformatics
ISSN
2631-9268 (Electronic)
ISSN-L
2631-9268
Publication state
Published
Issued date
09/2024
Peer-reviewed
Oui
Volume
6
Number
3
Pages
lqae095
Language
english
Notes
Publication types: Journal Article
Publication Status: epublish
Publication Status: epublish
Abstract
Clonal cell population dynamics play a critical role in both disease and development. Due to high mitochondrial mutation rates under both healthy and diseased conditions, mitochondrial genomic variability is a particularly useful resource in facilitating the identification of clonal population structure. Here we present mitoClone2, an all-inclusive R package allowing for the identification of clonal populations through integration of mitochondrial heteroplasmic variants discovered from single-cell sequencing experiments. Our package streamlines the investigation of this phenomenon by providing: built-in compatibility with commonly used tools for the delineation of clonal structure, the ability to directly use multiplexed BAM files as input, annotations for both human and mouse mitochondrial genomes, and helper functions for calling, filtering, clustering, and visualizing variants.
Pubmed
Web of science
Open Access
Yes
Create date
19/08/2024 8:59
Last modification date
20/08/2024 6:23