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Functional Dissection of the Enhancer Repertoire in Human Embryonic Stem Cells

Tahsin Stefan Barakat, Florian Halbritter, Man Zhang and 4 more

Cell Stem Cell · 2018 · CC BY

doi:10.1016/j.stem.2018.06.014

Abstract

Enhancers are genetic elements that regulate spatiotemporal gene expression. Enhancer function requires transcription factor (TF) binding and correlates with histone modifications. However, the extent to which TF binding and histone modifications functionally define active enhancers remains unclear. Here, we combine chromatin immunoprecipitation with a massively parallel reporter assay (ChIP-STARR-seq) to identify functional enhancers in human embryonic stem cells (ESCs) genome-wide in a quantitative unbiased manner. Although active enhancers associate with TFs, only a minority of regions marked by NANOG, OCT4, H3K27ac, and H3K4me1 function as enhancers, with activity markedly changing under naive versus primed culture conditions. We identify an enhancer set associated with functions extending to non-ESC-specific processes. Moreover, although transposable elements associate with putative enhancers, only some exhibit activity. Similarly, within super-enhancers, large tracts are non-functional, with activity restricted to small sub-domains. This catalog of validated enhancers provides a valuable resource for further functional dissection of the regulatory genome.

References 77

  1. 1.
  2. 2.

    Arnold C.D., Gerlach D., Stelzer C., Boryń L.M., Rath M., Stark A. Genome-wide quantitative enhancer activity maps identified by STARR-seq. Science. 2013;339:1074-1077.

    Not in our library10.1126/science.1232542

  3. 3.

    Bailey T.L., Machanick P. Inferring direct DNA binding from ChIP-seq. Nucleic Acids Res. 2012;40:e128.

    Not in our library10.1093/nar/gks433

  4. 4.

    Banerji J., Rusconi S., Schaffner W. Expression of a beta-globin gene is enhanced by remote SV40 DNA sequences. Cell. 1981;27:299-308.

    Not in our library10.1016/0092-8674(81)90413-x

  5. 5.

    Barakat T.S., Ghazvini M., de Hoon B., Li T., Eussen B., Douben H., van der Linden R., van der Stap N., Boter M., Laven J.S. Stable X chromosome reactivation in female human induced pluripotent stem cells. Stem Cell Reports. 2015;4:199-208.

    Not in our library10.1016/j.stemcr.2014.12.012

  6. 6.

    Buecker C., Chen H.H., Polo J.M., Daheron L., Bu L., Barakat T.S., Okwieka P., Porter A., Gribnau J., Hochedlinger K., Geijsen N. A murine ESC-like state facilitates transgenesis and homologous recombination in human pluripotent stem cells. Cell Stem Cell. 2010;6:535-546.

    Not in our library10.1016/j.stem.2010.05.003

  7. 7.

    Buenrostro J.D., Giresi P.G., Zaba L.C., Chang H.Y., Greenleaf W.J. Transposition of native chromatin for fast and sensitive epigenomic profiling of open chromatin, DNA-binding proteins and nucleosome position. Nat. Methods. 2013;10:1213-1218.

    Not in our library10.1038/nmeth.2688

  8. 8.
  9. 9.

    Corsinotti A., Wong F.C., Tatar T., Szczerbinska I., Halbritter F., Colby D., Gogolok S., Pantier R., Liggat K., Mirfazeli E.S. Distinct SoxB1 networks are required for naïve and primed pluripotency. eLife. 2017;6:e27746.

    Not in our library10.7554/elife.27746

  10. 10.

    Dao L.T.M., Galindo-Albarrán A.O., Castro-Mondragon J.A., Andrieu-Soler C., Medina-Rivera A., Souaid C., Charbonnier G., Griffon A., Vanhille L., Stephen T. Genome-wide characterization of mammalian promoters with distal enhancer functions. Nat. Genet. 2017;49:1073-1081.

    Not in our library10.1038/ng.3884

  11. 11.

    Eisenberg E., Levanon E.Y. Human housekeeping genes, revisited. Trends Genet. 2013;29:569-574.

    Not in our library10.1016/j.tig.2013.05.010

  12. 12.

    ENCODE Project Consortium. An integrated encyclopedia of DNA elements in the human genome. Nature. 2012;489:57-74.

    Not in our library10.1038/nature11247

  13. 13.

    Engreitz J.M., Haines J.E., Perez E.M., Munson G., Chen J., Kane M., McDonel P.E., Guttman M., Lander E.S. Local regulation of gene expression by lncRNA promoters, transcription and splicing. Nature. 2016;539:452-455.

    Not in our library10.1038/nature20149

  14. 14.

    Ernst J., Kheradpour P., Mikkelsen T.S., Shoresh N., Ward L.D., Epstein C.B., Zhang X., Wang L., Issner R., Coyne M. Mapping and analysis of chromatin state dynamics in nine human cell types. Nature. 2011;473:43-49.

    Not in our library10.1038/nature09906

  15. 15.

    Ernst J., Melnikov A., Zhang X., Wang L., Rogov P., Mikkelsen T.S. Genome-scale high-resolution mapping of activating and repressive nucleotides in regulatory regions. Nat Biotechnol. 2016;34:1180-1190.

    Not in our library10.1038/nbt.3678

  16. 16.

    Gafni O., Weinberger L., Mansour A.A., Manor Y.S., Chomsky E., Ben-Yosef D., Kalma Y., Viukov S., Maza I., Zviran A. Derivation of novel human ground state naive pluripotent stem cells. Nature. 2013;504:282-286.

    Not in our library10.1038/nature12745

  17. 17.

    Gifford C.A., Ziller M.J., Gu H., Trapnell C., Donaghey J., Tsankov A., Shalek A.K., Kelley D.R., Shishkin A.A., Issner R. Transcriptional and epigenetic dynamics during specification of human embryonic stem cells. Cell. 2013;153:1149-1163.

    Not in our library10.1016/j.cell.2013.04.037

  18. 18.

    Glinsky G.V. Transposable elements and DNA methylation create in embryonic stem cells human-specific regulatory sequences associated with distal enhancers and noncoding RNAs. Genome Biol. Evol. 2015;7:1432-1454.

    Not in our library10.1093/gbe/evv081

  19. 19.

    Grant C.E., Bailey T.L., Noble W.S. FIMO: scanning for occurrences of a given motif. Bioinformatics. 2011;27:1017-1018.

    Not in our library10.1093/bioinformatics/btr064

  20. 20.

    GTEx Consortium. The genotype-tissue expression (GTEx) project. Nat. Genet. 2013;45:580-585.

    Not in our library10.1038/ng.2653

  21. 21.

    Hanna J., Cheng A.W., Saha K., Kim J., Lengner C.J., Soldner F., Cassady J.P., Muffat J., Carey B.W., Jaenisch R. Human embryonic stem cells with biological and epigenetic characteristics similar to those of mouse ESCs. Proc. Natl. Acad. Sci. USA. 2010;107:9222-9227.

    Not in our library10.1073/pnas.1004584107

  22. 22.

    Hawkins R.D., Hon G.C., Yang C., Antosiewicz-Bourget J.E., Lee L.K., Ngo Q.M., Klugman S., Ching K.A., Edsall L.E., Ye Z. Dynamic chromatin states in human ES cells reveal potential regulatory sequences and genes involved in pluripotency. Cell Res. 2011;21:1393-1409.

    Not in our library10.1038/cr.2011.146

  23. 23.

    Hay D., Hughes J.R. Genetic dissection of the alpha-globin super-enhancer in vivo. Nat Genet. 2016;48:895-903.

    Not in our library10.1038/ng.3605

  24. 24.

    Hnisz D., Abraham B.J., Lee T.I., Lau A., Saint-André V., Sigova A.A., Hoke H.A., Young R.A. Super-enhancers in the control of cell identity and disease. Cell. 2013;155:934-947.

    Not in our library10.1016/j.cell.2013.09.053

  25. 25.

    Hnisz D., Schuijers J., Lin C.Y., Weintraub A.S., Abraham B.J., Lee T.I., Bradner J.E., Young R.A. Convergence of developmental and oncogenic signaling pathways at transcriptional super-enhancers. Mol. Cell. 2015;58:362-370.

    Not in our library10.1016/j.molcel.2015.02.014

  26. 26.

    Hoffman M.M., Ernst J., Wilder S.P., Kundaje A., Harris R.S., Libbrecht M., Giardine B., Ellenbogen P.M., Bilmes J.A., Birney E. Integrative annotation of chromatin elements from ENCODE data. Nucleic Acids Res. 2013;41:827-841.

    Not in our library10.1093/nar/gks1284

  27. 27.

    Inoue F., Kircher M., Martin B., Cooper G.M., Witten D.M., McManus M.T., Ahituv N., Shendure J. A systematic comparison reveals substantial differences in chromosomal versus episomal encoding of enhancer activity. Genome Res. 2017;27:38-52.

    Not in our library10.1101/gr.212092.116

  28. 28.

    James D., Levine A.J., Besser D., Hemmati-Brivanlou A. TGFbeta/activin/nodal signaling is necessary for the maintenance of pluripotency in human embryonic stem cells. Development. 2005;132:1273-1282.

    Not in our library10.1242/dev.01706

  29. 29.

    Ji X., Dadon D.B., Powell B.E., Fan Z.P., Borges-Rivera D., Shachar S., Weintraub A.S., Hnisz D., Pegoraro G., Lee T.I. 3D chromosome regulatory landscape of human pluripotent cells. Cell Stem Cell. 2016;18:262-275.

    Not in our library10.1016/j.stem.2015.11.007

  30. 30.
  31. 31.

    Juven-Gershon T., Cheng S., Kadonaga J.T. Rational design of a super core promoter that enhances gene expression. Nat. Methods. 2006;3:917-922.

    Not in our library10.1038/nmeth937

  32. 32.

    Kent W.J., Sugnet C.W., Furey T.S., Roskin K.M., Pringle T.H., Zahler A.M., Haussler D. The human genome browser at UCSC. Genome Res. 2002;12:996-1006.

    Not in our library10.1101/gr.229102

  33. 33.

    Kheradpour P., Ernst J., Melnikov A., Rogov P., Wang L., Zhang X., Alston J., Mikkelsen T.S., Kellis M. Systematic dissection of regulatory motifs in 2000 predicted human enhancers using a massively parallel reporter assay. Genome Res. 2013;23:800-811.

    Not in our library10.1101/gr.144899.112

  34. 34.

    Killick R.E., IA. changepoint: An R package for changepoint analysis. J. Stat. Softw. 2014;58:1-19.

    Not in our library

  35. 35.

    Kreimer A., Zeng H., Edwards M.D., Guo Y., Tian K., Shin S., Welch R., Wainberg M., Mohan R., Sinnott-Armstrong N.A. Predicting gene expression in massively parallel reporter assays: A comparative study. Hum. Mutat. 2017;38:1240-1250.

    Not in our library10.1002/humu.23197

  36. 36.

    Krupp M., Marquardt J.U., Sahin U., Galle P.R., Castle J., Teufel A. RNA-Seq Atlas--a reference database for gene expression profiling in normal tissue by next-generation sequencing. Bioinformatics. 2012;28:1184-1185.

    Not in our library10.1093/bioinformatics/bts084

  37. 37.

    Kulakovskiy I.V., Vorontsov I.E., Yevshin I.S., Soboleva A.V., Kasianov A.S., Ashoor H., Ba-Alawi W., Bajic V.B., Medvedeva Y.A., Kolpakov F.A., Makeev V.J. HOCOMOCO: expansion and enhancement of the collection of transcription factor binding sites models. Nucleic Acids Res. 2016;44(D1):D116-D125.

    Not in our library10.1093/nar/gkv1249

  38. 38.

    Kunarso G., Chia N.Y., Jeyakani J., Hwang C., Lu X., Chan Y.S., Ng H.H., Bourque G. Transposable elements have rewired the core regulatory network of human embryonic stem cells. Nat. Genet. 2010;42:631-634.

    Not in our library10.1038/ng.600

  39. 39.

    Kundaje A., Meuleman W., Ernst J., Bilenky M., Yen A., Heravi-Moussavi A., Kheradpour P., Zhang Z., Wang J., Ziller M.J., Roadmap Epigenomics Consortium. Integrative analysis of 111 reference human epigenomes. Nature. 2015;518:317-330.

    Not in our library10.1038/nature14248

  40. 40.

    Kwasnieski J.C., Mogno I., Myers C.A., Corbo J.C., Cohen B.A. Complex effects of nucleotide variants in a mammalian cis-regulatory element. Proc. Natl. Acad. Sci. USA. 2012;109:19498-19503.

    Not in our library10.1073/pnas.1210678109

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