RNA timestamps identify the age of single molecules in RNA sequencing
Author(s)
Rodriques, Samuel G.; Chen, Linlin M.; Liu, Sophia; Zhong, Ellen D.; Scherrer, Joseph R.; Boyden, Edward S.; Chen, Fei; ... Show more Show less
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© 2020, The Author(s), under exclusive licence to Springer Nature America, Inc. Current approaches to single-cell RNA sequencing (RNA-seq) provide only limited information about the dynamics of gene expression. Here we present RNA timestamps, a method for inferring the age of individual RNAs in RNA-seq data by exploiting RNA editing. To introduce timestamps, we tag RNA with a reporter motif consisting of multiple MS2 binding sites that recruit the adenosine deaminase ADAR2 fused to an MS2 capsid protein. ADAR2 binding to tagged RNA causes A-to-I edits to accumulate over time, allowing the age of the RNA to be inferred with hour-scale accuracy. By combining observations of multiple timestamped RNAs driven by the same promoter, we can determine when the promoter was active. We demonstrate that the system can infer the presence and timing of multiple past transcriptional events. Finally, we apply the method to cluster single cells according to the timing of past transcriptional activity. RNA timestamps will allow the incorporation of temporal information into RNA-seq workflows.
Date issued
2020-10Department
Massachusetts Institute of Technology. Department of Physics; Program in Media Arts and Sciences (Massachusetts Institute of Technology); Harvard University--MIT Division of Health Sciences and Technology; Massachusetts Institute of Technology. Computational and Systems Biology Program; Massachusetts Institute of Technology. Department of Biological Engineering; Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences; McGovern Institute for Brain Research at MIT; Koch Institute for Integrative Cancer Research at MIT; Howard Hughes Medical InstituteJournal
Nature Biotechnology
Publisher
Springer Science and Business Media LLC
Citation
Rodriques, Samuel G, Chen, Linlin M, Liu, Sophia, Zhong, Ellen D, Scherrer, Joseph R et al. 2021. "RNA timestamps identify the age of single molecules in RNA sequencing." Nature Biotechnology, 39 (3).
Version: Author's final manuscript
ISSN
1087-0156
1546-1696