Abstract
We report locus-specific disintegration of megabase-scale chromosomal conformations in brain after neuronal ablation of Setdb1 (also known as Kmt1e; encodes a histone H3 lysine 9 methyltransferase), including a large topologically associated 1.2-Mb domain conserved in humans and mice that encompasses >70 genes at the clustered protocadherin locus (hereafter referred to as cPcdh). The cPcdh topologically associated domain (TADcPcdh) in neurons from mutant mice showed abnormal accumulation of the transcriptional regulator and three-dimensional (3D) genome organizer CTCF at cryptic binding sites, in conjunction with DNA cytosine hypomethylation, histone hyperacetylation and upregulated expression. Genes encoding stochastically expressed protocadherins were transcribed by increased numbers of cortical neurons, indicating relaxation of single-cell constraint. SETDB1-dependent loop formations bypassed 0.2–1 Mb of linear genome and radiated from the TADcPcdh fringes toward cis-regulatory sequences within the cPcdh locus, counterbalanced shorter-range facilitative promoter–enhancer contacts and carried loop-bound polymorphisms that were associated with genetic risk for schizophrenia. We show that the SETDB1 repressor complex, which involves multiple KRAB zinc finger proteins, shields neuronal genomes from excess CTCF binding and is critically required for structural maintenance of TADcPcdh.
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References
Rao, S.S. et al. A 3D map of the human genome at kilobase resolution reveals principles of chromatin looping. Cell 159, 1665–1680 (2014).
Dekker, J., Marti-Renom, M.A. & Mirny, L.A. Exploring the three-dimensional organization of genomes: interpreting chromatin interaction data. Nat. Rev. Genet. 14, 390–403 (2013).
Merkenschlager, M. & Nora, E.P. CTCF and cohesin in genome folding and transcriptional gene regulation. Annu. Rev. Genomics Hum. Genet. 17, 17–43 (2016).
Cubeñas-Potts, C. & Corces, V.G. Topologically associating domains: an invariant framework or a dynamic scaffold? Nucleus 6, 430–434 (2015).
Shen, Y. et al. A map of the cis-regulatory sequences in the mouse genome. Nature 488, 116–120 (2012).
Dixon, J.R. et al. Topological domains in mammalian genomes identified by analysis of chromatin interactions. Nature 485, 376–380 (2012).
Won, H. et al. Chromosome conformation elucidates regulatory relationships in developing human brain. Nature 538, 523–527 (2016).
Schultz, D.C., Ayyanathan, K., Negorev, D., Maul, G.G. & Rauscher, F.J. III. SETDB1: a novel KAP-1-associated histone H3, lysine 9–specific methyltransferase that contributes to HP1-mediated silencing of euchromatic genes by KRAB zinc-finger proteins. Genes Dev. 16, 919–932 (2002).
Tan, S.L. et al. Essential roles of the histone methyltransferase ESET in the epigenetic control of neural progenitor cells during development. Development 139, 3806–3816 (2012).
Rowe, H.M. et al. De novo DNA methylation of endogenous retroviruses is shaped by KRAB-ZFPs–KAP1 and ESET. Development 140, 519–529 (2013).
Leung, D. et al. Regulation of DNA methylation turnover at LTR retrotransposons and imprinted loci by the histone methyltransferase Setdb1. Proc. Natl. Acad. Sci. USA 111, 6690–6695 (2014).
Elsässer, S.J., Noh, K.M., Diaz, N., Allis, C.D. & Banaszynski, L.A. Histone H3.3 is required for endogenous retroviral element silencing in embryonic stem cells. Nature 522, 240–244 (2015).
Chen, W.V. & Maniatis, T. Clustered protocadherins. Development 140, 3297–3302 (2013).
Yagi, T. Molecular codes for neuronal individuality and cell assembly in the brain. Front. Mol. Neurosci. 5, 45 (2012).
Zhan, Y. et al. Reciprocal insulation analysis of Hi-C data shows that TADs represent a functionally but not structurally privileged scale in the hierarchical folding of chromosomes. Genome Res. 27, 479–490 (2017).
Sofueva, S. et al. Cohesin-mediated interactions organize chromosomal domain architecture. EMBO J. 32, 3119–3129 (2013).
Heinz, S. et al. Simple combinations of lineage-determining transcription factors prime cis-regulatory elements required for macrophage and B cell identities. Mol. Cell 38, 576–589 (2010).
Vietri Rudan, M. et al. Comparative Hi-C reveals that CTCF underlies evolution of chromosomal domain architecture. Cell Rep. 10, 1297–1309 (2015).
Flavahan, W.A. et al. Insulator dysfunction and oncogene activation in IDH mutant gliomas. Nature 529, 110–114 (2016).
Guo, Y. et al. CTCF–cohesin-mediated DNA looping is required for protocadherin-α promoter choice. Proc. Natl. Acad. Sci. USA 109, 21081–21086 (2012).
Wang, H. et al. Widespread plasticity in CTCF occupancy linked to DNA methylation. Genome Res. 22, 1680–1688 (2012).
Renda, M. et al. Critical DNA binding interactions of the insulator protein CTCF: a small number of zinc fingers mediate strong binding, and a single finger–DNA interaction controls binding at imprinted loci. J. Biol. Chem. 282, 33336–33345 (2007).
Du, J., Johnson, L.M., Jacobsen, S.E. & Patel, D.J. DNA methylation pathways and their cross-talk with histone methylation. Nat. Rev. Mol. Cell Biol. 16, 519–532 (2015).
Paliwal, A. et al. Comparative anatomy of chromosomal domains with imprinted and non-imprinted allele-specific DNA methylation. PLoS Genet. 9, e1003622 (2013).
Guo, Y. et al. CRISPR inversion of CTCF sites alters genome topology and enhancer–promoter function. Cell 162, 900–910 (2015).
Kehayova, P., Monahan, K., Chen, W. & Maniatis, T. Regulatory elements required for the activation and repression of the protocadherin-α gene cluster. Proc. Natl. Acad. Sci. USA 108, 17195–17200 (2011).
Monahan, K. et al. Role of CCCTC binding factor (CTCF) and cohesin in the generation of single-cell diversity of protocadherin-α gene expression. Proc. Natl. Acad. Sci. USA 109, 9125–9130 (2012).
Ribich, S., Tasic, B. & Maniatis, T. Identification of long-range regulatory elements in the protocadherin-α gene cluster. Proc. Natl. Acad. Sci. USA 103, 19719–19724 (2006).
Yokota, S. et al. Identification of the cluster control region for the protocadherin-β genes located beyond the protocadherin-γ cluster. J. Biol. Chem. 286, 31885–31895 (2011).
Jiang, Y. et al. Setdb1 histone methyltransferase regulates mood-related behaviors and expression of the NMDA receptor subunit NR2B. J. Neurosci. 30, 7152–7167 (2010).
Maze, I. et al. Essential role of the histone methyltransferase G9a in cocaine-induced plasticity. Science 327, 213–216 (2010).
Schaefer, A. et al. Control of cognition and adaptive behavior by the GLP–G9a epigenetic suppressor complex. Neuron 64, 678–691 (2009).
Thu, C.A. et al. Single-cell identity generated by combinatorial homophilic interactions between α−, β− and γ-protocadherins. Cell 158, 1045–1059 (2014).
Toyoda, S. et al. Developmental epigenetic modification regulates stochastic expression of clustered protocadherin genes, generating single-neuron diversity. Neuron 82, 94–108 (2014).
Keeler, A.B., Molumby, M.J. & Weiner, J.A. Protocadherins branch out: multiple roles in dendrite development. Cell Adh. Migr. 9, 214–226 (2015).
Chakravarthy, S. et al. Cre-dependent expression of multiple transgenes in isolated neurons of the adult forebrain. PLoS One 3, e3059 (2008).
Chernukhin, I. et al. CTCF interacts with and recruits the largest subunit of RNA polymerase II to CTCF target sites genome wide. Mol. Cell. Biol. 27, 1631–1648 (2007).
Holwerda, S.J. & de Laat, W. CTCF: the protein, the binding partners, the binding sites and their chromatin loops. Phil. Trans. R. Soc. Lond. B 368, 20120369 (2013).
Golan-Mashiach, M. et al. Identification of CTCF as a master regulator of the clustered protocadherin genes. Nucleic Acids Res. 40, 3378–3391 (2012).
Tanenbaum, M.E., Gilbert, L.A., Qi, L.S., Weissman, J.S. & Vale, R.D. A protein-tagging system for signal amplification in gene expression and fluorescence imaging. Cell 159, 635–646 (2014).
Schizophrenia Working Group of the Psychiatric Genomics Consortium. Biological insights from 108 schizophrenia-associated genetic loci. Nature 511, 421–427 (2014).
Iyengar, S., Ivanov, A.V., Jin, V.X., Rauscher, F.J. III & Farnham, P.J. Functional analysis of KAP1 genomic recruitment. Mol. Cell. Biol. 31, 1833–1847 (2011).
Frietze, S., O'Geen, H., Blahnik, K.R., Jin, V.X. & Farnham, P.J. ZNF274 recruits the histone methyltransferase SETDB1 to the 3′ ends of ZNF genes. PLoS One 5, e15082 (2010).
Heidari, N. et al. Genome-wide map of regulatory interactions in the human genome. Genome Res. 24, 1905–1917 (2014).
Bailey, S.D. et al. ZNF143 provides sequence specificity to secure chromatin interactions at gene promoters. Nat. Commun. 2, 6186 (2015).
Xie, D. et al. Dynamic trans-acting factor colocalization in human cells. Cell 155, 713–724 (2013).
Xu, Q. et al. Chromosomal microarray analysis in clinical evaluation of neurodevelopmental disorders—reporting a novel deletion of SETDB1 and illustration of counseling challenge. Pediatr. Res. 80, 371–381 (2016).
Cukier, H.N. et al. The expanding role of MBD genes in autism: identification of a MECP2 duplication and novel alterations in MBD5, MBD6 and SETDB1. Autism Res. 5, 385–397 (2012).
Mendioroz, M. et al. Trans effects of chromosome aneuploidies on DNA methylation patterns in human Down syndrome and mouse models. Genome Biol. 16, 263 (2015).
Garafola, C.S. & Henn, F.A. A change in hippocampal protocadherin-γ expression in a learned helpless rat. Brain Res. 1593, 55–64 (2014).
Suderman, M. et al. Conserved epigenetic sensitivity to early-life experience in the rat and human hippocampus. Proc. Natl. Acad. Sci. USA 109 (Suppl. 2), 17266–17272 (2012).
McGowan, P.O. et al. Broad epigenetic signature of maternal care in the brain of adult rats. PLoS One 6, e14739 (2011).
Labonté, B. et al. Sex-specific transcriptional signatures in human depression. Nat. Med. (in the press).
Hirayama, T., Tarusawa, E., Yoshimura, Y., Galjart, N. & Yagi, T. CTCF is required for neural development and stochastic expression of clustered Pcdh genes in neurons. Cell Rep. 2, 345–357 (2012).
Bharadwaj, R. et al. Conserved higher-order chromatin regulates NMDA receptor gene expression and cognition. Neuron 84, 997–1008 (2014).
Chen, K. et al. Genome-wide binding and mechanistic analyses of Smchd1-mediated epigenetic regulation. Proc. Natl. Acad. Sci. USA 112, E3535–E3544 (2015).
Isbel, L. et al. Wiz binds active promoters and CTCF-binding sites and is required for normal behavior in the mouse. eLife 5, e15082 (2016).
Franke, M. et al. Formation of new chromatin domains determines pathogenicity of genomic duplications. Nature 538, 265–269 (2016).
Redin, C. et al. The genomic landscape of balanced cytogenetic abnormalities associated with human congenital anomalies. Nat. Genet. 49, 36–45 (2017).
Kundakovic, M. et al. Practical guidelines for high-resolution epigenomic profiling of nucleosomal histones in post-mortem human brain tissue. Biol. Psychiatry 81, 162–170 (2017).
Shen, L. et al. diffReps: detecting differential chromatin modification sites from ChIP–seq data with biological replicates. PLoS One 8, e65598 (2013).
Robinson, J.T. et al. Integrative genomics viewer. Nat. Biotechnol. 29, 24–26 (2011).
Servant, N. et al. HiC-Pro: an optimized and flexible pipeline for Hi-C data processing. Genome Biol. 16, 259 (2015).
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).
Imakaev, M. et al. Iterative correction of Hi-C data reveals hallmarks of chromosome organization. Nat. Methods 9, 999–1003 (2012).
Crane, E. et al. Condensin-driven remodeling of X chromosome topology during dosage compensation. Nature 523, 240–244 (2015).
Li, L.C. & Dahiya, R. MethPrimer: designing primers for methylation PCRs. Bioinformatics 18, 1427–1431 (2002).
Krueger, F. & Andrews, S.R. Bismark: a flexible aligner and methylation caller for Bisulfite-Seq applications. Bioinformatics 27, 1571–1572 (2011).
Xu, J. et al. Inhibition of STEP61 ameliorates deficits in mouse and hiPSC-based schizophrenia models. Mol. Psychiatry http://dx.doi.org/10.1038/mp.2016.163 (2016).
Topol, A. et al. Dysregulation of miRNA-9 in a subset of schizophrenia patient–derived neural progenitor cells. Cell Rep. 15, 1024–1036 (2016).
Edgar, R., Domrachev, M. & Lash, A.E. Gene Expression Omnibus: NCBI gene expression and hybridization array data repository. Nucleic Acids Res. 30, 207–210 (2002).
Acknowledgements
We thank J. Gonzalez-Maeso (Virginia Commonwealth University) for kindly providing the Camk2a promoter plasmid. The work was supported by US National Institutes of Health (NIH) grants R01MH106056 (S.A.), P50MH096890 (E.J.N.), R01MH101454 (K.J.B.), NIA U01P50AG005138-30-1 (K.J.B.), U01AG046170 (K.J.B.), R01AG050986 (P. Roussos), R01MH109677, (P. Roussos) and R01NS091574 (A.S.), NIH training grant T32-AG049688 (S.C.) and NIH fellowship award 1F30MH113330 (P. Rajarajan). Additional support was provided by a Grant-in-Aid for AMED-CREST, AMED, Japan (T.Y.), the Japan–US Brain Research Cooperation Program (T.Y.), the Veterans Affairs Merit grant BX002395 (P. Roussos), the Brain and Behavior Research Foundation (Y.J. and P. Roussos), the Alzheimer's Association (P. Roussos), the New York Stem Cell Foundation (K.J.B.) and the Brain Research Foundation (S.A.).
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Y.J., P. Rajarajan, T.H., B.S.K., B.J.H., S.-M.H., B.J., L.K., R.B.P., S.C., C.D., C.J.P., J.T.C.W. and B.M.S. performed experiments; Y.J. and S.A. conceived and designed experiments; Y.J. performed statistical analyses; Y.-H.E.L., P. Rajarajan, W.L., P. Roussos and L.S. performed bioinformatics and genomic analyses; A.S., B.R.R. (G9a and GLP transcriptome data), B.L. and E.J.N. (mouse stress model and transcriptome data) contributed materials; B.T. supervised the DNA methylation analysis; H.M., K.J.B., T.Y., L.S. and S.A. supervised the research; Y.J., Y.-H.E.L., B.T., L.S. and S.A. wrote the paper with contributions from the other co-authors.
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Supplementary Text and Figures
Supplementary Figures 1–19 and Supplementary Note (PDF 37458 kb)
Supplementary Table 1
Genome-wide epigenetic profiling of H3K9me3 in conditional CKCre+, Setdb1(2lox/2lox) mutant cortical neurons as compared to CK-Cre-, Setdb1(2lox/2lox) controls. N=3mice/genotype (2female, 1male). Adjusted P1.5. Mouse genome build mm10. (XLSX 184 kb)
Supplementary Table 2
Genome-wide epigenetic profiling of H3K27ac in conditional CKCre+, Setdb1(2lox/2lox) mutant cortical neurons as compared to CK-Cre-, Setdb1(2lox/2lox) controls. N=3 mice/genotype (all males). Adjusted P < 0.05. FC > 2. Mouse genome build mm10. (XLSX 108 kb)
Supplementary Table 3
Genome-wide epigenetic profiling of H3K9me3 in cortical nonneuronal (NeuN-) nuclei from conditional CK-Cre+, Setdb1(2lox/2lox) mutant, as compared to CK-Cre-, Setdb1(2lox/2lox) controls. N=3mice/genotype (2female, 1male). Adjusted P < 0.05 and FC > 1.5. Mouse genome build mm10. (XLSX 32 kb)
Supplementary Table 4
Genome-wide epigenetic profiling of H3K27ac in cortical nonneuronal (NeuN-) nuclei from conditional CK-Cre+, Setdb1(2lox/2lox) mutant, as compared to CK-Cre-, Setdb1(2lox/2lox) controls. N=3mice/genotype (2female, 1male). Adjusted P < 0.05 and FC > 2. Mouse genome build mm10. (XLSX 10 kb)
Supplementary Table 5
Homer motif search for genomic sequence with significant downregulated H3K9me3 hits in conditional CK-Cre+, Setdb1(2lox/2lox) mutant cortical neurons as compared to CK-Cre-, Setdb1(2lox/2lox) controls. Q-value < 0.05. CTCF motifs highlighted in yellow. (XLSX 10 kb)
Supplementary Table 6
Homer motif enrichment for genomic sequence with Setdb1 occupancy in mouse embryonic stem cell (Yuan P et al. 2009, Genes & Development). CTCF motifs are highlighted in yellow. (XLSX 15 kb)
Supplementary Table 7
Homer motif enrichment for genomic sequence with Setdb1 occupancy in CD19+ B cells (Pasquarella A. et al., 2016 Development). CTCF motifs are highlighted in yellow. (XLSX 26 kb)
Supplementary Table 8
Genome-wide epigenetic profiling of CTCF in conditional CK-Cre+, Setdb1(2lox/2lox) mutant cortical neurons as compared to CK-Cre-, Setdb1(2lox/2lox) controls. N=4 mice/genotype (3 female, 1 male). Adjusted P < 0.05. FC > 2. Mouse genome build mm10. (XLSX 282 kb)
Supplementary Table 9
Homer motif enrichment for genomic sequence with significantly up-regulated CTCF hits in CK-Cre+, Setdb1(2lox/2lox) mutant cortical neurons as compared to CK-Cre-, Setdb1(2lox/2lox) control cortical neurons. CTCF motifs are highlighted in yellow. (XLSX 17 kb)
Supplementary Table 10
Homer motif enrichment for genomic sequence with de novo CTCF peaks in CK-Cre+, Setdb1(2lox/2lox) mutant cortical neurons. CTCF motifs are highlighted in yellow (XLSX 21 kb)
Supplementary Table 11
Genome-wide comparison of CTCF and H3K9me3 alterations (DiffReps) in NeuN+ (adult cortex) of conditional CK-Cre+, Setdb1(2lox/2lox) mutant, as compared to CK-Cre-, Setdb1(2lox/2lox) controls. (XLSX 13 kb)
Supplementary Table 12
DNA methylation percentage of all amplicons at cPcdh sequences using neuronal and non-neuronal nuclei in cortex, striatum and cerebellum from CK-Cre+, Setdb1(2lox/2lox) mutant, as compared to CK-Cre-, Setdb1(2lox/2lox) controls. N=3-5mice/group. Mouse genome build mm10. (XLSX 39 kb)
Supplementary Table 13
Summary statistics DNA methylation at cis-regulatory cPcdh sequences (K = knock-out, W = wildtype, C=cerebral cortex, S=striatum, CB=Cerebellum, P= positive (NeuN immunoreactive), N=negative (non-NeuN). (XLSX 20 kb)
Supplementary Table 14
Differential transcriptome in conditional CK-Cre+, Setdb1(2lox/2lox) mutant prefrontal cortex as compared to CK-Cre-, Setdb1(2lox/2lox) controls. N=2mice/genotype (all female), adjusted P< 0.05. Mouse genome build mm10. (XLSX 47 kb)
Supplementary Table 15
Transgenic rescue of clustered Protocadherins. Mean±S.E.M. summarizing RNA quantification from Pcdh α, β, and γ clusters in prefrontal cortex of adult WT, TG, KO and RC mice (N=6/group), *P (XLSX 18 kb)
Supplementary Table 16
primer list (XLSX 20 kb)
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Jiang, Y., Loh, YH., Rajarajan, P. et al. The methyltransferase SETDB1 regulates a large neuron-specific topological chromatin domain. Nat Genet 49, 1239–1250 (2017). https://doi.org/10.1038/ng.3906
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DOI: https://doi.org/10.1038/ng.3906