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C1 CAGE Detects Transcription Start Sites and Enhancer Activity at Single-cell Resolution

Abstract

Single-cell transcriptomic profiling is a powerful tool to explore cellular heterogeneity. However, most of these methods focus on the 3'-end of polyadenylated transcripts and provide only a partial view of the transcriptome. We introduce C1 CAGE, a method for the detection of transcript 5'-ends with an original sample multiplexing strategy in the C1 microfluidic system. We first quantifiy the performance of C1 CAGE and find it as accurate and sensitive as other methods in the C1 system. We then use it to profile promoter and enhancer activities in the cellular response to TGF-β of lung cancer cells and discover subpopulations of cells differing in their response. We also describe enhancer RNA dynamics revealing transcriptional bursts in subsets of cells with transcripts arising from either strand in a mutually exclusive manner, validated using single molecule fluorescence in situ hybridization.

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References
1.
Heldin C, Vanlandewijck M, Moustakas A . Regulation of EMT by TGFβ in cancer. FEBS Lett. 2012; 586(14):1959-70. DOI: 10.1016/j.febslet.2012.02.037. View

2.
Picelli S . Single-cell RNA-sequencing: The future of genome biology is now. RNA Biol. 2016; 14(5):637-650. PMC: 5449089. DOI: 10.1080/15476286.2016.1201618. View

3.
Kundaje A, Meuleman W, Ernst J, Bilenky M, Yen A, Heravi-Moussavi A . Integrative analysis of 111 reference human epigenomes. Nature. 2015; 518(7539):317-30. PMC: 4530010. DOI: 10.1038/nature14248. View

4.
Farh K, Marson A, Zhu J, Kleinewietfeld M, Housley W, Beik S . Genetic and epigenetic fine mapping of causal autoimmune disease variants. Nature. 2014; 518(7539):337-43. PMC: 4336207. DOI: 10.1038/nature13835. View

5.
Hon C, Ramilowski J, Harshbarger J, Bertin N, Rackham O, Gough J . An atlas of human long non-coding RNAs with accurate 5' ends. Nature. 2017; 543(7644):199-204. PMC: 6857182. DOI: 10.1038/nature21374. View