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MARVEL: an integrated alternative splicing analysis platform for single-cell RNA sequencing data.
- Source :
-
Nucleic acids research [Nucleic Acids Res] 2023 Mar 21; Vol. 51 (5), pp. e29. - Publication Year :
- 2023
-
Abstract
- Alternative splicing is an important source of heterogeneity underlying gene expression between individual cells but remains an understudied area due to the paucity of computational tools to analyze splicing dynamics at single-cell resolution. Here, we present MARVEL, a comprehensive R package for single-cell splicing analysis applicable to RNA sequencing generated from the plate- and droplet-based methods. We performed extensive benchmarking of MARVEL against available tools and demonstrated its utility by analyzing multiple publicly available datasets in diverse cell types, including in disease. MARVEL enables systematic and integrated splicing and gene expression analysis of single cells to characterize the splicing landscape and reveal biological insights.<br /> (© The Author(s) 2023. Published by Oxford University Press on behalf of Nucleic Acids Research.)
Details
- Language :
- English
- ISSN :
- 1362-4962
- Volume :
- 51
- Issue :
- 5
- Database :
- MEDLINE
- Journal :
- Nucleic acids research
- Publication Type :
- Academic Journal
- Accession number :
- 36631981
- Full Text :
- https://doi.org/10.1093/nar/gkac1260