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Single-molecule nascent RNA sequencing identifies regulatory domain architecture at promoters and enhancers

Abstract

Eukaryotic RNA polymerase II (Pol II) has been found at both promoters and distal enhancers, suggesting additional functions beyond mRNA production. To understand this role, we sequenced nascent RNAs at single-molecule resolution to unravel the interplay between Pol II initiation, capping and pausing genome-wide. Our analyses identify two pause classes that are associated with different RNA capping profiles. More proximal pausing is associated with less complete capping, less elongation and a more enhancer-like complement of transcription factors than later pausing. Unexpectedly, transcription start sites (TSSs) are predominantly found in constellations composed of multiple divergent pairs. TSS clusters are intimately associated with precise arrays of nucleosomes and correspond with boundaries of transcription factor binding and chromatin modification at promoters and enhancers. TSS architecture is largely unchanged during the dramatic transcriptional changes induced by heat shock. Together, our results suggest that promoter- and enhancer-associated Pol II is a regulatory nexus for integrating information across TSS ensembles.

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Fig. 1: CoPRO simultaneously measures initiation and the active site of Pol II genome-wide.
Fig. 2: Sequence determinants of pause position choice.
Fig. 3: Late-pause TSNs are capped more efficiently, but later than early-pause TSNs.
Fig. 4: A global view of initiation shows rules for divergent pairing and widespread complex organization.
Fig. 5: Massive regulatory changes in heat shock occur by modulating the activity of pre-established TSSs.
Fig. 6: TID organization is linked to chromatin environment.

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Data availability

All sequencing data and processed bigwig and Rdata files have been deposited at GEO under accession GSE116472.

References

  1. Core, L. J., Waterfall, J. J. & Lis, J. T. Nascent RNA sequencing reveals widespread pausing and divergent initiation at human promoters. Science 322, 1845–1848 (2008).

    Article  CAS  Google Scholar 

  2. Seila, A. C. et al. Divergent transcription from active promoters. Science 322, 1849–1851 (2008).

    Article  CAS  Google Scholar 

  3. Core, L. J. et al. Analysis of transcription start sites from nascent RNA supports a unified architecture of mammalian promoters and enhancers. Nat. Genet. 46, 1311–1320 (2014).

    Article  CAS  Google Scholar 

  4. Lavender, C. A. et al. Downstream antisense transcription predicts genomic features that define the specific chromatin environment at mammalian promoters. PLoS Genet. 12, e1006224 (2016).

    Article  Google Scholar 

  5. Henriques, T. et al. Widespread transcriptional pausing and elongation control at enhancers. Genes Dev. 32, 26–41 (2018).

    Article  CAS  Google Scholar 

  6. Almada, A. E., Wu, X., Kriz, A. J., Burge, C. B. & Sharp, P. A. Promoter directionality is controlled by U1 snRNP and polyadenylation signals. Nature 499, 360–363 (2013).

    Article  CAS  Google Scholar 

  7. Vaquerizas, J. M., Kummerfeld, S. K., Teichmann, S. A. & Luscombe, N. M. A census of human transcription factors: function, expression and evolution. Nat. Rev. Genet. 10, 252–263 (2009).

    Article  CAS  Google Scholar 

  8. Adelman, K. & Lis, J. T. Promoter-proximal pausing of RNA polymerase II: emerging roles in metazoans. Nat. Rev. Genet. 13, 720–731 (2012).

    Article  CAS  Google Scholar 

  9. Scruggs, B. S. et al. Bidirectional transcription arises from two distinct hubs of transcription factor binding and active chromatin. Mol. Cell 58, 1101–1112 (2015).

    Article  CAS  Google Scholar 

  10. Gilchrist, D. A. et al. Pausing of RNA polymerase II disrupts DNA-specified nucleosome organization to enable precise gene regulation. Cell 143, 540–551 (2010).

    Article  CAS  Google Scholar 

  11. Weber, C. M., Ramachandran, S. & Henikoff, S. Nucleosomes are context-specific, H2A.Z-modulated barriers to RNA polymerase. Mol. Cell 53, 819–830 (2014).

    Article  CAS  Google Scholar 

  12. Fuda, N. J., Ardehali, M. B. & Lis, J. T. Defining mechanisms that regulate RNA polymerase II transcription in vivo. Nature 461, 186–192 (2009).

    Article  CAS  Google Scholar 

  13. Murakami, K. et al. Architecture of an RNA polymerase II transcription pre-initiation complex. Science 342, 1238724 (2013).

    Article  Google Scholar 

  14. Sainsbury, S., Bernecky, C. & Cramer, P. Structural basis of transcription initiation by RNA polymerase II. Nat. Rev. Mol. Cell Biol. 16, 129–143 (2015).

    Article  CAS  Google Scholar 

  15. Kwak, H., Fuda, N. J., Core, L. J. & Lis, J. T. Precise maps of RNA polymerase reveal how promoters direct initiation and pausing. Science 339, 950–953 (2013).

    Article  CAS  Google Scholar 

  16. Rasmussen, E. B. & Lis, J. T. In vivo transcriptional pausing and cap formation on three Drosophila heat shock genes. Proc. Natl. Acad. Sci. USA 90, 7923–7927 (1993).

    Article  CAS  Google Scholar 

  17. Mandal, S. S. et al. Functional interactions of RNA-capping enzyme with factors that positively and negatively regulate promoter escape by RNA polymerase II. Proc. Natl. Acad. Sci. USA 101, 7572–7577 (2004).

    Article  CAS  Google Scholar 

  18. Lidschreiber, M., Leike, K. & Cramer, P. Cap completion and C-terminal repeat domain kinase recruitment underlie the initiation-elongation transition of RNA polymerase II. Mol. Cell. Biol. 33, 3805–3816 (2013).

    Article  CAS  Google Scholar 

  19. Nilson, K. A. et al. THZ1 reveals roles for Cdk7 in co-transcriptional capping and pausing. Mol. Cell 59, 576–587 (2015).

    Article  CAS  Google Scholar 

  20. Moteki, S. & Price, D. Functional coupling of capping and transcription of mRNA. Mol. Cell 10, 599–609 (2002).

    Article  CAS  Google Scholar 

  21. Ramanathan, A., Robb, G. B. & Chan, S. mRNA capping: biological functions and applications. Nucleic Acids Res. 44, 7511–7526 (2016).

    Article  Google Scholar 

  22. Henriques, T. et al. Stable pausing by RNA polymerase II provides an opportunity to target and integrate regulatory signals. Mol. Cell 52, 517–528 (2013).

    Article  CAS  Google Scholar 

  23. Buckley, M. S., Kwak, H., Zipfel, W. R. & Lis, J. T. Kinetics of promoter Pol II on Hsp70 reveal stable pausing and key insights into its regulation. Genes Dev. 28, 14–19 (2014).

    Article  CAS  Google Scholar 

  24. Shao, W. & Zeitlinger, J. Paused RNA polymerase II inhibits new transcriptional initiation. Nat. Genet. 49, 1045–1051 (2017).

    Article  CAS  Google Scholar 

  25. Krebs, A. R. et al. Genome-wide single-molecule footprinting reveals high RNA polymerase II turnover at paused promoters. Mol. Cell 67, 411–422 (2017).

    Article  CAS  Google Scholar 

  26. Jonkers, I., Kwak, H. & Lis, J. T. Genome-wide dynamics of Pol II elongation and its interplay with promoter proximal pausing, chromatin, and exons. eLife 3, e02407 (2014).

    Article  Google Scholar 

  27. Schwalb, B. et al. TT-seq maps the human transient transcriptome. Science 352, 1225–1228 (2016).

    Article  CAS  Google Scholar 

  28. Proudfoot, N. J. Transcriptional termination in mammals: stopping the RNA polymerase II juggernaut. Science 352, 715–718 (2016).

    Article  Google Scholar 

  29. Nojima, T. et al. Mammalian NET-seq reveals genome-wide nascent transcription coupled to RNA processing. Cell 161, 526–540 (2015).

    Article  CAS  Google Scholar 

  30. Mayer, A. et al. Native elongating transcript sequencing reveals human transcriptional activity at nucleotide resolution. Cell 161, 541–554 (2015).

    Article  CAS  Google Scholar 

  31. Nechaev, S. et al. Global analysis of short RNAs reveals widespread promoter-proximal stalling and arrest of Pol II in Drosophila. Science 327, 335–338 (2010).

    Article  CAS  Google Scholar 

  32. Andersson, R. et al. An atlas of active enhancers across human cell types and tissues. Nature 507, 455–461 (2014).

    Article  CAS  Google Scholar 

  33. Fan, H. C., Blumenfeld, Y. J., Chitkara, U., Hudgins, L. & Quake, S. R. Analysis of the size distributions of fetal and maternal cell-free DNA by paired-end sequencing. Clin. Chem. 56, 1279–1286 (2010).

    Article  CAS  Google Scholar 

  34. Chen, Y. et al. Principles for RNA metabolism and alternative transcription initiation within closely spaced promoters. Nat. Genet. 48, 984–994 (2016).

    Article  CAS  Google Scholar 

  35. Carninci, P. et al. Genome-wide analysis of mammalian promoter architecture and evolution. Nat. Genet. 38, 626–635 (2006).

    Article  CAS  Google Scholar 

  36. Vo Ngoc, L., Wang, Y.-L., Kassavetis, G. A. & Kadonaga, J. T. The punctilious RNA polymerase II core promoter. Genes Dev. 31, 1289–1301 (2017).

    Article  Google Scholar 

  37. van Arensbergen, J. et al. Genome-wide mapping of autonomous promoter activity in human cells. Nat. Biotechnol. 35, 145–153 (2017).

    Article  CAS  Google Scholar 

  38. Duttke, S. H. C. et al. Human promoters are intrinsically directional. Mol. Cell 57, 674–684 (2015).

    Article  CAS  Google Scholar 

  39. Gressel, S. et al. CDK9-dependent RNA polymerase II pausing controls transcription initiation.eLife 6, 1–24 (2017).

    Article  Google Scholar 

  40. Traut, T. W. Physiological concentrations of purines and pyrimidines. Mol. Cell. Biol. 140, 1–22 (1994).

    CAS  Google Scholar 

  41. Ramani, V., Qiu, R. & Shendure, J. High-throughput determination of RNA structure by proximity ligation. Nat. Biotechnol. 33, 980–984 (2015).

    Article  CAS  Google Scholar 

  42. Song, Y., Liu, K. J. & Wang, T.-H. Elimination of ligation dependent artifacts in T4 RNA ligase to achieve high efficiency and low bias microRNA capture. PLoS ONE 9, e94619 (2014).

    Article  Google Scholar 

  43. Chen, F. X., Smith, E. R. & Shilatifard, A. Born to run: control of transcription elongation by RNA polymerase II. Nat. Rev. Mol. Cell Biol. 19, 464–478 (2018).

    Article  CAS  Google Scholar 

  44. Li, J. et al. Kinetic competition between elongation rate and binding of NELF controls promoter-proximal pausing. Mol. Cell 50, 711–722 (2013).

    Article  CAS  Google Scholar 

  45. Mahat, D. B., Salamanca, H. H., Duarte, F. M., Danko, C. G. & Lis, J. T. Mammalian heat shock response and mechanisms underlying its genome-wide transcriptional regulation. Mol. Cell 62, 63–78 (2016).

    Article  CAS  Google Scholar 

  46. Core, L. J. et al. Analysis of nascent RNA identifies a unified architecture of initiation regions at mammalian promoters and enhancers. Nat. Genet. 46, 1311–1320 (2014).

    Article  CAS  Google Scholar 

  47. Gilchrist, D. A. et al. NELF-mediated stalling of Pol II can enhance gene expression by blocking promoter-proximal nucleosome assembly. Genes Dev. 22, 1921–1933 (2008).

    Article  CAS  Google Scholar 

  48. Karlic, R., Chung, H.-R., Lasserre, J., Vlahovicek, K. & Vingron, M. Histone modification levels are predictive for gene expression. Proc. Natl. Acad. Sci. USA 107, 2926–2931 (2010).

    Article  CAS  Google Scholar 

  49. Vihervaara, A. et al. Transcriptional response to stress is pre-wired by promoter and enhancer architecture. Nat. Commun. 8, 1–15 (2017).

    Article  CAS  Google Scholar 

  50. de Dieuleveult, M. et al. Genome-wide nucleosome specificity and function of chromatin remodellers in ES cells. Nature 530, 113–116 (2016).

    Article  Google Scholar 

  51. ENCODE Project Consortium. An integrated encyclopedia of DNA elements in the human genome. Nature 489, 57–74 (2012).

  52. Beagan, J. A. et al. YY1 and CTCF orchestrate a 3D chromatin looping switch during early neural lineage commitment. Genome Res. 27, 1139–1152 (2017).

    Article  CAS  Google Scholar 

  53. Weintraub, A. S. et al. YY1 is a structural regulator of enhancer-promoter loops. Cell 171, 1573–1588 (2017).

    Article  CAS  Google Scholar 

  54. Pradeepa, M. M. et al. Histone H3 globular domain acetylation identifies a new class of enhancers. Nat. Genet. 48, 681–686 (2016).

    Article  CAS  Google Scholar 

  55. Heintzman, N. D. et al. Distinct and predictive chromatin signatures of transcriptional promoters and enhancers in the human genome. Nat. Genet. 39, 311–318 (2007).

    Article  CAS  Google Scholar 

  56. Engreitz, J. M. et al. Local regulation of gene expression by lncRNA promoters, transcription and splicing. Nature 539, 452–455 (2016).

    Article  CAS  Google Scholar 

  57. Missra, A. & Gilmour, D. S. Interactions between DSIF (DRB sensitivity inducing factor), NELF (negative elongation factor), and the Drosophila RNA polymerase II transcription elongation complex. Proc. Natl. Acad. Sci. USA 107, 11301–11306 (2010).

  58. Bernecky, C., Herzog, F., Baumeister, W., Plitzko, J. M. & Cramer, P. Structure of transcribing mammalian RNA polymerase II. Nature 529, 551–554 (2016).

    Article  CAS  Google Scholar 

  59. Zhang, Y. et al. Model-based analysis of ChIP-seq (MACS). Genome Biol. 9, R137 (2008).

    Article  Google Scholar 

  60. Lauberth, S. M. et al. H3K4me3 interactions with TAF3 regulate preinitiation complex assembly and selective gene activation. Cell 152, 1021–1036 (2013).

    Article  CAS  Google Scholar 

  61. Vermeulen, M. et al. Selective anchoring of TFIID to nucleosomes by trimethylation of histone H3 lysine 4. Cell 131, 58–69 (2007).

    Article  CAS  Google Scholar 

  62. Shivaswamy, S. et al. Dynamic remodeling of individual nucleosomes across a eukaryotic genome in response to transcriptional perturbation. PLoS Biol. 6, e65 (2008).

    Article  Google Scholar 

  63. Gu, B. et al. Transcription-coupled changes in nuclear mobility of mammalian cis-regulatory elements. Science 359, 1050–1055 (2018).

    Article  CAS  Google Scholar 

  64. Hughes, M. P. et al. Atomic structures of low-complexity protein segments reveal kinked β sheets that assemble networks. Science 359, 698–701 (2018).

    Article  CAS  Google Scholar 

  65. Lu, H. et al. Phase-separation mechanism for C-terminal hyperphosphorylation of RNA polymerase II. Nature 558, 318–323 (2018).

    Article  CAS  Google Scholar 

  66. Hnisz, D., Shrinivas, K., Young, R. A., Chakraborty, A. K. & Sharp, P. A. A phase separation model for transcriptional control. Cell 169, 13–23 (2017).

    Article  CAS  Google Scholar 

  67. Benayoun, B. A. et al. H3K4me3 breadth is linked to cell identity and transcriptional consistency. Cell 158, 673–688 (2014).

    Article  CAS  Google Scholar 

  68. Chen, K. et al. Broad H3K4me3 is associated with increased transcription elongation and enhancer activity at tumor-suppressor genes. Nat. Genet. 47, 1149–1157 (2015).

    Article  CAS  Google Scholar 

  69. Young, L., Sung, J., Stacey, G. & Masters, J. R. Detection of Mycoplasma in cell cultures. Nat. Protoc. 5, 929–934 (2010).

    Article  CAS  Google Scholar 

  70. Mahat, D. B. et al. Base-pair-resolution genome-wide mapping of active RNA polymerases using precision nuclear run-on (PRO-seq). Nat. Protoc. 11, 1455–1476 (2016).

    Article  Google Scholar 

  71. Zuker, M. Mfold web server for nucleic acid folding and hybridization prediction. Nucleic Acids Res. 31, 3406–3415 (2003).

    Article  CAS  Google Scholar 

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Acknowledgements

We thank members of the Lis, Kwak and Danko laboratories for helpful discussions throughout the experimental design and analysis phases. J. Mahat assisted in designing CoPRO libraries for sequencing without PCR amplification and the heat shock protocol. The Cornell Sequencing core and especially P. Schweitzer were extremely helpful in designing libraries and eminently patient in accommodating our technical requests. We acknowledge funding from National Institutes of Health (NIH) grant nos. HG009393 and GM025232 (to J.T.L.). N.D.T. was supported by NIH training grant no. T32HD057854.

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J.M.T. and N.D.T. conceived of CoPRO, carried out experiments and analyzed data. N.D.T. developed the computational framework for analysis. J.M.T., N.D.T. and J.T.L. interpreted results and prepared the manuscript.

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Correspondence to John T. Lis.

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Tome, J.M., Tippens, N.D. & Lis, J.T. Single-molecule nascent RNA sequencing identifies regulatory domain architecture at promoters and enhancers. Nat Genet 50, 1533–1541 (2018). https://doi.org/10.1038/s41588-018-0234-5

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