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利用长读测序技术全面描述人类和小鼠单细胞全长异构体。

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

机构信息

The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.

Department of Medical Biology, The University of Melbourne, Parkville, VIC, Australia.

出版信息

Genome Biol. 2021 Nov 11;22(1):310. doi: 10.1186/s13059-021-02525-6.

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.

摘要

我们开发了一种改良的基于 Chromium 10x 液滴的方案,该方案可同时对短读长和长读长(纳米孔)测序进行细胞亚群采样,并结合新的计算管道(FLAMES),以实现单细胞中的异构体发现、剪接分析和突变检测。我们鉴定了数千个未注释的异构体,并发现了保守的功能模块,这些模块在不同的细胞类型和物种中富含替代转录本的使用,包括核糖体生物发生和 mRNA 剪接。在转录本水平上的分析允许与单个启动子上的 scATAC-seq 进行数据整合,与蛋白质表达数据的相关性得到改善,并将已知赋予转录组异质性耐药性的突变与转录本联系起来。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b360/8582192/0e2d073f78c1/13059_2021_2525_Fig1_HTML.jpg

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