Comprehensive characterization of single-cell full-length isoforms in human and mouse with long-read sequencing

利用长读测序全面表征人类和小鼠的单细胞全长亚型

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作者:Luyi Tian, Jafar S Jabbari, Rachel Thijssen, Quentin Gouil, Shanika L Amarasinghe, Oliver Voogd, Hasaru Kariyawasam, Mei R M Du, Jakob Schuster, Changqing Wang, Shian Su, Xueyi Dong, Charity W Law, Alexis Lucattini, Yair David Joseph Prawer, Coralina Collar-Fernández, Jin D Chung, Timur Naim, Audrey

Abstract

A modified Chromium 10x droplet-based protocol that subsamples cells for both short-read and long-read (nanopore) sequencing together with a new computational pipeline (FLAMES) is developed to enable isoform discovery, splicing analysis, and mutation detection in single cells. We identify thousands of unannotated isoforms and find conserved functional modules that are enriched for alternative transcript usage in different cell types and species, including ribosome biogenesis and mRNA splicing. Analysis at the transcript level allows data integration with scATAC-seq on individual promoters, improved correlation with protein expression data, and linked mutations known to confer drug resistance to transcriptome heterogeneity.

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