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Mitoclone2: an R package for elucidating clonal structure in single-cell RNA-sequencing data using mitochondrial
Benjamin Story1,2, Lars Velten3, Gregor Mönke4
1Genome Biology Unit, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany.
NAR Genomics and Bioinformatics
|August 12, 2024
Summary
Mitochondrial genomic variability aids in identifying clonal populations. The new mitoClone2 R package integrates mitochondrial variants from single-cell sequencing to streamline clonal population analysis.
Area of Science:
- Genomics
- Cell Biology
- Bioinformatics
Background:
- Clonal cell population dynamics are crucial in development and disease.
- Mitochondrial genomic variability, due to high mutation rates, is a valuable marker for clonal identification.
Purpose of the Study:
- To introduce mitoClone2, an R package for identifying clonal populations.
- To facilitate the analysis of mitochondrial heteroplasmic variants from single-cell sequencing data.
Main Methods:
- Developed mitoClone2, an R package for clonal population identification.
- Integrated mitochondrial heteroplasmic variants from single-cell sequencing.
- Provided functions for variant calling, filtering, clustering, and visualization.
Main Results:
- mitoClone2 offers direct input of multiplexed BAM files.
- Includes annotations for human and mouse mitochondrial genomes.
- Compatible with existing clonal structure delineation tools.
Conclusions:
- mitoClone2 streamlines the investigation of clonal populations using mitochondrial genomic variability.
- The package enhances the analysis of single-cell sequencing data for biological insights.
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