Promiscuous RNA binding by Polycomb Repressive Complex 2
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1 Promiscuous RNA binding by Polycomb Repressive Complex 2 Chen Davidovich 1,2, Leon Zheng 3, Karen J. Goodrich 1,2, and Thomas R. Cech 1,2,4 1 Department of Chemistry & Biochemistry, Howard Hughes Medical Institute, University of Colorado, Boulder, Colorado, 80309, USA 2 BioFrontiers Institute, University of Colorado, Boulder, Colorado, 80309, USA 3 Medical Scientist Training Program, University of Colorado School of Medicine, Aurora, Colorado, 80045, USA 4 Correspondence to: thomas.cech@colorado.edu Supplementary Materials Supplementary Figure 1. In vitro histone methyltransferase (HMTase) assay Supplementary Figure 2. Sequence source for HOTAIR RNA and HOTAIR 400 RNA Supplementary Figure 3. PRC2-RNA direct binding assay after prolonged incubation Supplementary Figure 4. Direct binding assay of PRC2 with various RNAs Supplementary Figure 5. Secondary structure prediction of MBP Supplementary Figure 6. Gene Ontology (GO) analysis for genes that were up-regulated following SUZ12 knockdown Supplementary Figure 7. Original western blots used to generate Figure 7a Supplementary Table 1. Genes observed with Ezh2-FE larger than 3 Supplementary Table 2. GO analysis for genes with high Ezh2-FE and coverage Supplementary Table 3. Data for Fig 5b Supplementary Table 4. PRC2-Regulated and EZH2-Associated genes Supplementary Table 5. GO analysis for genes up-regulated by SUZ12 KD Supplementary Table 6. ChIP-seq datasets used for Figure 6 Supplementary Table 7. NGS datasets generated in the scope of this study
2 Supplementary Figure 1. In vitro histone methyltransferase (HMTase) assay. Assays carried out under identical conditions, except for the exclusion of PRC2, H3.1 or both as highlighted. The higher radioactive signal following TCA precipitation, appearing only in the presence of both PRC2 and H3.1 histone, confirmed HMTase activity of PRC2. Some low signal was observed in the absence of histone substrate, possibly because of loaded SAM that was co-precipitated with PRC2 or a weak auto HMTase activity of PRC2, as previously observed 4. Error bars represents standard deviations that were generated based on 3 independent samples.
3 Supplementary Figure 2. Sequence source for HOTAIR RNA and HOTAIR 400 RNA. The sequence of HOTAIR (in red) originated from a previously generated cdna clone 58 and is in accord with the HOTAIR RNA examined in previous studies 24,34. We found this RNA construct prone to aggregation under various conditions, evidenced by the presence of radiolabeled RNA in wells and across lanes following non-denaturing gel electrophoresis, in the absence or presence of protein (Fig 1b). RNA aggregation was eliminated by adding approximately 50 nucleotides upstream and downstream of HOTAIR 1-300, forming HOTAIR 400 RNA (see Supplementary Methods for complete details of DNA templates used for in vitro RNA transcription). Importantly, all bases that were added (in light blue) were not arbitrarily tailored but appear within cellular HOTAIR transcripts (in blue).
4 Supplementary Figure 3. PRC2-RNA direct binding assay after prolonged incubation. To verify that dissociation constants were derived under equilibrium conditions, incubation time was increased eightfold, from 30 min to 240 min. The fraction of bound RNA was not increased following this prolonged incubation (panels a). An increase of 43% in equilibrium dissociation constant (panel b) is most likely due to loss of similar fraction of RNA binding activity by PRC2 due to the prolonged incubation period (4 hours at 30 ⁰C) prior to the EMSA experiment.
5 Supplementary Figure 4. Direct binding assay of PRC2 with various RNAs. (a) EMSA of different RNAs after incubation in the presence or absence of PRC2 complex confirms similar affinity of PRC2 to the following: a 400 base RNA from the 5 domain of HOTAIR RNA (HOTAIR 400 for sense RNA and ashotair 400 for antisense RNA), an approximately 500 base RNA representing the entire A-region from the RepA gene including all tandem repeats (A-region for sense and asa-region for antisense strand), the 397 base mouse telomerase RNA (mouse TR), a 157 base RNA representing the wild type (wt) P4-P6 region within the Tetrahymena group I intron, and a mutant P4-P6 RNA that cannot form tertiary structure 49. (b) Direct binding EMSA of the antisense strand of HOTAIR (ashotair 1-300, binding curve presented in Fig 1c).
6 Supplementary Figure 5. Secondary structure prediction of MBP Secondary structure prediction of MBP performed by mfold using default settings. Presented are the top three hits, those with the lowest Gs. These predictions failed to identify the two-hairpin motif (in dashed frame) that was previously suggested to be enriched in short ncrnas associated with PRC2 28.
7 Supplementary Figure 6. Gene Ontology (GO) analysis for genes that were up-regulated following SUZ12 knockdown. GO analysis yielded a notable network of significant GO terms for developmental processes, with specification at neuron development. GO term IDs indicated in brackets, p-values indicated under each GO term name.
8 Supplementary Figure 7. Original western blots used to generate Figure 7a. Full lanes shown as captured, without further cropping.
9 Supplementary Table 6 ChIP-seq datasets used for Figure 6 Dataset (cell line, method, additional information) GEO Accession Number Data source and/or reference Human Dnd41, ChIP seq, Input GSM ENCODE 59,60 Human Dnd41, ChIP seq, EZH2 GSM ENCODE 59,60 Human Dnd41, ChIP seq, H3K4me3 GSM ENCODE 59,60 Human Dnd41, ChIP seq, H3K27me3 GSM ENCODE 59,60 Human Dnd41, ChIP seq, H3K36me3 GSM ENCODE 59,60 Human HSMMtube, ChIP seq, Control GSM ENCODE 59,60 Human HSMMtube, ChIP seq, EZH2 GSM ENCODE 59,60 Human HSMMtube, ChIP seq, H3K4me3 GSM ENCODE 59,60 Human HSMMtube, ChIP seq, H3K27me3 GSM ENCODE 59,60 Human HSMMtube, ChIP seq, H3K36me3 GSM ENCODE 59,60 Human NHEK, ChIP seq, Input GSM ENCODE 59,60 Human NHEK, ChIP seq, EZH2 GSM ENCODE 59,60 Human NHEK, ChIP seq, H3K4me3 GSM ENCODE 59,60 Human NHEK, ChIP seq, H3K27me3 GSM ENCODE 59,60 Human NHEK, ChIP seq, H3K36me3 GSM ENCODE 59,60 Human NHLF, ChIP seq, Input GSM ENCODE 59,60 Human NHLF, ChIP seq, EZH2 GSM ENCODE 59,60 Human NHLF, ChIP seq, H3K4me3 GSM ENCODE 59,60 Human NHLF, ChIP seq, H3K27me3 GSM ENCODE 59,60 Human NHLF, ChIP seq, H3K36me3 GSM ENCODE 59,60 Mouse E14, RNA Seq GSM Mouse E14, ChIP seq, H3K36me3 GSM Mouse E14, ChIP seq, H3K27me3 GSM Mouse E14, ChIP seq, H3K4me3 GSM Mouse E14, ChIP seq, EZH2 GSM
10 Supplementary Table 7 NGS datasets generated in the scope of this study Cell line Treatment Method Specifications Number of reads aligned to the human genome HEK293T/17 untreated ChIP seq H3K4me2/3 30 M HEK293T/17 untreated ChIP seq EZH2 13 M HEK293T/17 sisuz12 RNA seq biological replicate 1, Poly A isolated 33 M HEK293T/17 sisuz12 RNA seq biological replicate 2, Poly A isolated 37 M HEK293T/17 sictrl RNA seq biological replicate 1, Poly A isolated 29 M HEK293T/17 sictrl RNA seq biological replicate 2, Poly A isolated 33 M
11 References 1. Margueron, R. & Reinberg, D. The Polycomb complex PRC2 and its mark in life. Nature 469, (2011). 2. Cao, R. & Zhang, Y. SUZ12 is required for both the histone methyltransferase activity and the silencing function of the EED EZH2 complex. Mol Cell 15, (2004). 3. Margueron, R. et al. Role of the polycomb protein EED in the propagation of repressive histone marks. Nature 461, (2009). 4. Xu, C. et al. Binding of different histone marks differentially regulates the activity and specificity of polycomb repressive complex 2 (PRC2). Proc Natl Acad Sci U S A 107, (2010). 5. Yuan, W. et al. Dense chromatin activates Polycomb repressive complex 2 to regulate H3 lysine 27 methylation. Science 337, (2012). 6. Schmitges, F.W. et al. Histone methylation by PRC2 is inhibited by active chromatin marks. Mol Cell 42, (2011). 7. Yuan, W. et al. H3K36 methylation antagonizes PRC2 mediated H3K27 methylation. J Biol Chem 286, (2011). 8. Boyer, L.A. et al. Polycomb complexes repress developmental regulators in murine embryonic stem cells. Nature 441, (2006). 9. Lee, T.I. et al. Control of developmental regulators by Polycomb in human embryonic stem cells. Cell 125, (2006). 10. Ram, O. et al. Combinatorial patterning of chromatin regulators uncovered by genome wide location analysis in human cells. Cell 147, (2011). 11. Bernstein, B.E. et al. A bivalent chromatin structure marks key developmental genes in embryonic stem cells. Cell 125, (2006). 12. Azuara, V. et al. Chromatin signatures of pluripotent cell lines. Nat Cell Biol 8, (2006). 13. Roh, T.Y., Cuddapah, S., Cui, K. & Zhao, K. The genomic landscape of histone modifications in human T cells. Proc Natl Acad Sci U S A 103, (2006). 14. Mousavi, K., Zare, H., Wang, A.H. & Sartorelli, V. Polycomb protein Ezh1 promotes RNA polymerase II elongation. Mol Cell 45, (2012). 15. Herz, H.M. et al. Polycomb repressive complex 2 dependent and independent functions of Jarid2 in transcriptional regulation in Drosophila. Mol Cell Biol 32, (2012). 16. Brookes, E. et al. Polycomb associates genome wide with a specific RNA polymerase II variant, and regulates metabolic genes in ESCs. Cell Stem Cell 10, (2012). 17. Ballare, C. et al. Phf19 links methylated Lys36 of histone H3 to regulation of Polycomb activity. Nat Struct Mol Biol (2012). 18. Musselman, C.A. et al. Molecular basis for H3K36me3 recognition by the Tudor domain of PHF1. Nat Struct Mol Biol (2012). 19. Brien, G.L. et al. Polycomb PHF19 binds H3K36me3 and recruits PRC2 and demethylase NO66 to embryonic stem cell genes during differentiation. Nat Struct Mol Biol (2012). 20. Schwartz, Y.B. & Pirrotta, V. Polycomb silencing mechanisms and the management of genomic programmes. Nat Rev Genet 8, 9 22 (2007). 21. Cuddapah, S. et al. A novel human polycomb binding site acts as a functional polycomb response element in Drosophila. PLoS One 7, e36365 (2012). 22. Sing, A. et al. A vertebrate Polycomb response element governs segmentation of the posterior hindbrain. Cell 138, (2009).
12 23. Woo, C.J., Kharchenko, P.V., Daheron, L., Park, P.J. & Kingston, R.E. A region of the human HOXD cluster that confers polycomb group responsiveness. Cell 140, (2010). 24. Tsai, M.C. et al. Long noncoding RNA as modular scaffold of histone modification complexes. Science 329, (2010). 25. Rinn, J.L. et al. Functional demarcation of active and silent chromatin domains in human HOX loci by noncoding RNAs. Cell 129, (2007). 26. Chu, C., Qu, K., Zhong, F.L., Artandi, S.E. & Chang, H.Y. Genomic maps of long noncoding RNA occupancy reveal principles of RNA chromatin interactions. Mol Cell 44, (2011). 27. Zhao, J., Sun, B.K., Erwin, J.A., Song, J.J. & Lee, J.T. Polycomb proteins targeted by a short repeat RNA to the mouse X chromosome. Science 322, (2008). 28. Kanhere, A. et al. Short RNAs are transcribed from repressed polycomb target genes and interact with polycomb repressive complex 2. Mol Cell 38, (2010). 29. Zhao, J. et al. Genome wide identification of polycomb associated RNAs by RIP seq. Mol Cell 40, (2010). 30. Khalil, A.M. et al. Many human large intergenic noncoding RNAs associate with chromatinmodifying complexes and affect gene expression. Proc Natl Acad Sci U S A 106, (2009). 31. Guttman, M. et al. lincrnas act in the circuitry controlling pluripotency and differentiation. Nature 477, (2011). 32. Maenner, S. et al. 2 D structure of the A region of Xist RNA and its implication for PRC2 association. PLoS Biol 8, e (2010). 33. Duszczyk, M.M., Wutz, A., Rybin, V. & Sattler, M. The Xist RNA A repeat comprises a novel AUCG tetraloop fold and a platform for multimerization. RNA 17, (2011). 34. Kaneko, S. et al. Phosphorylation of the PRC2 component Ezh2 is cell cycle regulated and upregulates its binding to ncrna. Genes Dev 24, (2010). 35. Kowalczykowski, S.C. et al. Cooperative and noncooperative binding of protein ligands to nucleic acid lattices: experimental approaches to the determination of thermodynamic parameters. Biochemistry 25, (1986). 36. Epstein, I.R. Kinetics of nucleic acid large ligand interactions: exact Monte Carlo treatment and limiting cases of reversible binding. Biopolymers 18, (1979). 37. Broderick, J.A., Salomon, W.E., Ryder, S.P., Aronin, N. & Zamore, P.D. Argonaute protein identity and pairing geometry determine cooperativity in mammalian RNA silencing. RNA 17, (2011). 38. Record, M.T., Jr., Lohman, M.L. & De Haseth, P. Ion effects on ligand nucleic acid interactions. J Mol Biol 107, (1976). 39. Makino, D.L., Baumgartner, M. & Conti, E. Crystal structure of an RNA bound 11 subunit eukaryotic exosome complex. Nature 495, 70 5 (2013). 40. Mortazavi, A., Williams, B.A., McCue, K., Schaeffer, L. & Wold, B. Mapping and quantifying mammalian transcriptomes by RNA Seq. Nat Methods 5, (2008). 41. Marks, H. et al. The transcriptional and epigenomic foundations of ground state pluripotency. Cell 149, (2012). 42. Shaw, G., Morse, S., Ararat, M. & Graham, F.L. Preferential transformation of human neuronal cells by human adenoviruses and the origin of HEK 293 cells. FASEB J 16, (2002). 43. Schwartz, J.C. et al. FUS binds the CTD of RNA polymerase II and regulates its phosphorylation at Ser2. Genes Dev 26, (2012). 44. Ku, M. et al. Genomewide analysis of PRC1 and PRC2 occupancy identifies two classes of bivalent domains. PLoS Genet 4, e (2008).
13 45. Hansen, K.H. et al. A model for transmission of the H3K27me3 epigenetic mark. Nat Cell Biol. 10, (2008). 46. Sun, S. et al. Jpx RNA Activates Xist by Evicting CTCF. Cell 153, (2013). 47. Mazzone, J. & Pickett, J. The Household Diary Study, Mail Use & Attitudes in FY (2011). 48. Khersonsky, O. & Tawfik, D.S. Enzyme promiscuity: a mechanistic and evolutionary perspective. Annu Rev Biochem 79, (2010). 49. Murphy, F.L., Wang, Y.H., Griffith, J.D. & Cech, T.R. Coaxially stacked RNA helices in the catalytic center of the Tetrahymena ribozyme. Science 265, (1994). 50. Langmead, B., Trapnell, C., Pop, M. & Salzberg, S.L. Ultrafast and memory efficient alignment of short DNA sequences to the human genome. Genome Biol 10, R25 (2009). 51. Quinlan, A.R. & Hall, I.M. BEDTools: a flexible suite of utilities for comparing genomic features. Bioinformatics 26, (2010). 52. Li, H. et al. The Sequence Alignment/Map format and SAMtools. Bioinformatics 25, (2009). 53. Robinson, J.T. et al. Integrative genomics viewer. Nat Biotechnol 29, 24 6 (2011). 54. Zhang, Y. et al. Model based analysis of ChIP Seq (MACS). Genome Biol 9, R137 (2008). 55. Benjamini, Y. & Hochberg, Y. Controlling the False Discovery Rate a Practical and Powerful Approach to Multiple Testing. Journal of the Royal Statistical Society Series B Methodological 57, (1995). 56. Schwartz, J.C. et al. FUS binds the CTD of RNA polymerase II and regulates its phosphorylation at Ser2. Genes Dev 26(2012). 57. Reimand, J., Kull, M., Peterson, H., Hansen, J. & Vilo, J. g:profiler a web based toolset for functional profiling of gene lists from large scale experiments. Nucleic Acids Res 35, W (2007). 58. Gupta, R.A. et al. Long non coding RNA HOTAIR reprograms chromatin state to promote cancer metastasis. Nature 464, (2010). 59. Consortium, E.P. et al. An integrated encyclopedia of DNA elements in the human genome. Nature 489, (2012). 60. Consortium, E.P. A user's guide to the encyclopedia of DNA elements (ENCODE). PLoS Biol 9, e (2011).
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