ReadZS detects cell type-specific and developmentally regulated RNA processing programs in single-cell RNA-seq.

ABSTRACT: RNA processing, including splicing and alternative polyadenylation, is crucial to gene function and regulation, but methods to detect RNA processing from single-cell RNA sequencing data are limited by reliance on pre-existing annotations, peak calling heuristics, and collapsing measurements by cell type. We introduce ReadZS, an annotation-free statistical approach to identify regulated RNA processing in single cells. ReadZS discovers cell type-specific RNA processing in human lung and conserved, developmentally regulated RNA processing in mammalian spermatogenesis-including global 3' UTR shortening in human spermatogenesis. ReadZS also discovers global 3' UTR lengthening in Arabidopsis development, highlighting the usefulness of this method in under-annotated transcriptomes.

SUBMITTER: Meyer E 

PROVIDER: S-EPMC9594907 | biostudies-literature | 2022 Oct

REPOSITORIES: biostudies-literature