Cited by 116Genomics and Chromatin DynamicsEpigenetics and DNA MethylationChromatin Remodeling and Cancer

Orphan CpG islands amplify poised enhancer regulatory activity and determine target gene responsiveness

Open access
Pachano, Tomas, Sánchez-Gaya, Víctor, Ealo, Thais, Mariner-Faulí, Maria, Bleckwehl, Tore, Asenjo, Helena G., Respuela, Patricia, Cruz-Molina, Sara +5 more·2021·Nature Genetics

Published version of a preprint

Abstract

CpG islands (CGIs) represent a widespread feature of vertebrate genomes, being associated with ~70% of all gene promoters. CGIs control transcription initiation by conferring nearby promoters with unique chromatin properties. In addition, there are thousands of distal or orphan CGIs (oCGIs) whose functional relevance is barely known. Here we show that oCGIs are an essential component of poised enhancers that augment their long-range regulatory activity and control the responsiveness of their target genes. Using a knock-in strategy in mouse embryonic stem cells, we introduced poised enhancers with or without oCGIs within topologically associating domains harboring genes with different types of promoters. Analysis of the resulting cell lines revealed that oCGIs act as tethering elements that promote the physical and functional communication between poised enhancers and distally located genes, particularly those with large CGI clusters in their promoters. Therefore, by acting as genetic determinants of gene-enhancer compatibility, CGIs can contribute to gene expression control under both physiological and potentially pathological conditions.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1038/s41588-021-00888-x

Cites

18 of 18 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Enhancers and promoters tend to differ in GC content, with many promoters and only a subset of enhancers containing CpG islands.

    “In terms of their sequence properties, enhancers and promoters tend to differ in GC content, with many promoters and only a subset of enhancers containing CpG islands [74, 249].”

    From Transcriptional enhancers and their communication with gene promoters (2021) · cites this paper as [249]

    The Introduction (page unavailable) says CpG islands are prevalent at vertebrate promoters. The Results, under “Genetic properties of PE-associated oCGIs” (page unavailable), report that roughly 60–80% of the poised enhancers studied lie near a CpG island and that their associated islands can have lower GC content than classically defined islands. The paper does not establish the claimed GC-content difference or CpG-island frequency for enhancers generally. (LLM, conf=0.84)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 96

  1. [1]Spitz F Furlong EEM Transcription factors: From enhancer binding to developmental control Nat Rev Genet 2012 13 613 626 22868264
  2. [2]Kvon EZ Using transgenic reporter assays to functionally characterize enhancers in animals Genomics 2015 106 185 192 26072435
  3. [3]Furlong EEM Levine M Developmental enhancers and chromosome topology Science 2018 361 1341 1345 30262496 PMC6986801
  4. [5]Laugsch M Modeling the Pathological Long-Range Regulatory Effects of Human Structural Variation with Patient-Specific hiPSCs Cell Stem Cell 2019 24 736 752 e12 30982769
  5. [9]Kraft K Serial genomic inversions induce tissue-specific architectural stripes, gene misexpression and congenital malformations Nat Cell Biol 2019 21 305 310 30742094
  6. [10]Kikuta H Genomic regulatory blocks encompass multiple neighboring genes and maintain conserved synteny in vertebrates Genome Res 2007 17 545 555 17387144 PMC1855176
  7. [11]Arnold CD Genome-wide assessment of sequence-intrinsic enhancer responsiveness at single-base-pair resolution Nat Biotechnol 2016 35 136 144 28024147 PMC5870828
  8. [13]Spielmann M Lupiáñez DG Mundlos S Structural variation in the 3D genome Nat Rev Genet 2018 19 453 467 29692413
  9. [16]Deaton AM Bird A CpG islands and the regulation of transcription Genes Dev 2011 25 1010 1022 21576262 PMC3093116
  10. [17]Bell JSK Vertino PM Orphan CpG islands define a novel class of highly active enhancers Epigenetics 2017 12 449 464 28448736 PMC5501197
  11. [18]Illingworth RS Orphan CpG Islands Identify numerous conserved promoters in the mammalian genome PLoS Genet 2010 6 e1001134 20885785 PMC2944787
  12. [19]Steinhaus R Gonzalez T Seelow D Robinson PN Pervasive and CpG-dependent promoter-like characteristics of transcribed enhancers Nucleic Acids Res 2020 48 5306 5317 32338759 PMC7261191
  13. [20]Bogdanović O Active DNA demethylation at enhancers during the vertebrate phylotypic period Nat Genet 2016 48 417 426 26928226 PMC5912259
  14. [21]Long HK Epigenetic conservation at gene regulatory elements revealed by non-methylated DNA profiling in seven vertebrates Elife 2013 2 1 19 PMC3583005 23467541
  15. [22]Lenhard B Sandelin A Carninci P Metazoan promoters: Emerging characteristics and insights into transcriptional regulation Nat Rev Genet 2012 13 233 245 22392219
  16. [24]Blackledge NP Variant PRC1 complex-dependent H2A ubiquitylation drives PRC2 recruitment and polycomb domain formation Cell 2014 157 1445 1459 24856970 PMC4048464
  17. [25]Aljazi MB Gao Y Wu Y Mias GI He J Cell Signaling Coordinates Global PRC2 Recruitment and Developmental Gene Expression in Murine Embryonic Stem Cells iScience 2020 23 101646 33103084 PMC7578752
  18. [26]Habibi E Whole-genome bisulfite sequencing of two distinct interconvertible DNA methylomes of mouse embryonic stem cells Cell Stem Cell 2013 13 360 369 23850244
  19. [27]Zylicz JJ Chromatin dynamics and the role of G9a in gene regulation and enhancer silencing during early mouse development Elife 2015 4 1 25 PMC4729692 26551560
  20. [28]Lee SM Intragenic CpG islands play important roles in bivalent chromatin assembly of developmental genes Proc Natl Acad Sci U S A 2017 114 E1885 E1894 28223506 PMC5347632
  21. [29]Bolt CC Duboule D The regulatory landscapes of developmental genes Development 2020 147 1 7 PMC7033717 32014867
  22. [30]Wang Y The 3D Genome Browser: A web-based browser for visualizing 3D genome organization and long-range chromatin interactions Genome Biol 2018 19 1 12 30286773 PMC6172833
  23. [32]Heinz S Simple Combinations of Lineage-Determining Transcription Factors Prime cis-Regulatory Elements Required for Macrophage and B Cell Identities Mol Cell 2010 38 576 589 20513432 PMC2898526
  24. [33]Liu T Cistrome: An integrative platform for transcriptional regulation studies Genome Biol 2011 12 R83 21859476 PMC3245621
  25. [34]Blackledge NP Klose R CpG island chromatin Epigenetics 2011 2294 147 152 PMC3278783 20935486
  26. [35]Turberfield AH KDM2 proteins constrain transcription from CpG island gene promoters independently of their histone demethylase activity Nucleic Acids Res 2019 47 9005 9023 31363749 PMC6753492
  27. [36]Arab K GADD45A binds R-loops and recruits TET1 to CpG island promoters Nat Genet 2019 51 217 223 30617255 PMC6420098
  28. [37]Diez R Storey KG Markers in vertebrate neurogenesis Nat Rev Neurosci 2001 2 835 839 11715060
  29. [38]Bentovim L Harden TT DePace AH Transcriptional precision and accuracy in development: From measurements to models and mechanisms Dev 2017 144 3855 3866 PMC5702068 29089359
  30. [39]Boyes J Bird A DNA methylation inhibits transcription indirectly via a methyl-CpG binding protein Cell 1991 64 1123 1134 2004419
  31. [41]You JS OCT4 establishes and maintains nucleosome-depleted regions that provide additional layers of epigenetic regulation of its target genes Proc Natl Acad Sci 2011 108 14497 14502 21844352 PMC3167525
  32. [42]Stadler MB DNA-binding factors shape the mouse methylome at distal regulatory regions Nature 2011 480 490 495 22170606
  33. [44]Mas G Di Croce L The role of Polycomb in stem cell genome architecture Curr Opin Cell Biol 2016 43 87 95 27690123
  34. [45]Yan J Histone H3 lysine 4 monomethylation modulates long-range chromatin interactions at enhancers Cell Res 2018 28 204 220 29313530 PMC5799818
  35. [46]Denholtz M Long-Range Chromatin Contacts in Embryonic Stem Cells Reveal a Role for Pluripotency Factors and Polycomb Proteins in Genome Organization Cell Stem Cell 2013 13 602 616 24035354 PMC3825755
  36. [47]Wang J A protein interaction network for pluripotency of embryonic stem cells Nature 2006 444 364 368 17093407
  37. [48]Pachano T Crispatzu G Rada-Iglesias A Polycomb proteins as organizers of 3D genome architecture in embryonic stem cells Brief Funct Genomics 2019 18 31673701
  38. [49]Bantignies F Polycomb-Dependent Regulatory Contacts between Distant Hox Loci in Drosophila 2007 10.1016/j.cell.2010.12.026 21241892 · DOI · Paper page
  39. [50]Isono K SAM domain polymerization links subnuclear clustering of PRC1 to gene silencing Dev Cell 2013 26 565 577 24091011
  40. [51]Loubiere V Papadopoulos GL Szabo Q Martinez AM Cavalli G Widespread activation of developmental gene expression characterized by PRC1-dependent chromatin looping Sci Adv 2020 6 eaax4001 31950077 PMC6954061
  41. [52]Benabdallah NS Decreased Enhancer-Promoter Proximity Accompanying Enhancer Activation Mol Cell 2019 1 12 10.1016/j.molcel.2019.07.038 PMC6838673 31494034 · DOI · Paper page
  42. [53]Lim B Heist T Levine M Fukaya T Visualization of Transvection in Living Drosophila Embryos Mol Cell 2018 70 287 296 e6 29606591 PMC6092965
  43. [54]Beck S Implications of CpG islands on chromosomal architectures and modes of global gene regulation Nucleic Acids Res 2018 1 10 10.1093/nar/gky147 29529258 PMC5961348 · DOI
  44. [55]Liu S From 1D sequence to 3D chromatin dynamics and cellular functions: A phase separation perspective Nucleic Acids Res 2018 46 9367 9383 30053116 PMC6182157
  45. [56]Kurup JT Han Z Jin W Kidder BL H4K20me3 methyltransferase SUV420H2 shapes the chromatin landscape of pluripotent embryonic stem cells Development 2020 147 dev188516 33144397 PMC7725612
  46. [57]Andersson R Sandelin A Danko CG A unified architecture of transcriptional regulatory elements Trends Genet 2015 31 426 433 26073855
  47. [58]Lloret-Llinares M The RNA exosome contributes to gene expression regulation during stem cell differentiation Nucleic Acids Res 2018 46 11502 11513 30212902 PMC6265456
  48. [59]Local A Identification of H3K4me1-associated proteins at mammalian enhancers Nat Genet 2018 50 73 82 29255264 PMC6007000
  49. [60]Etchegaray JP The Histone Deacetylase SIRT6 Restrains Transcription Elongation via Promoter-Proximal Pausing Mol Cell 2019 75 683 699 31399344 PMC6907403
  50. [61]Hirabayashi S NET-CAGE characterizes the dynamics and topology of human transcribed cis-regulatory elements Nat Genet 2019 51 1369 1379 31477927
  51. [62]Schoenfelder S Polycomb repressive complex PRC1 spatially constrains the mouse embryonic stem cell genome Nat Genet 2015 47 1179 86 26323060 PMC4847639
  52. [63]Butler JEF Kadonaga JT Enhancer – promoter specificity mediated by DPE or TATA core promoter motifs 2001 2515 2519 10.1101/gad.924301.protein PMC312797 11581157 · DOI
  53. [64]Gómez-Marín C Evolutionary comparison reveals that diverging CTCF sites are signatures of ancestral topological associating domains borders Proc Natl Acad Sci U S A 2015 112 7542 7547 26034287 PMC4475986
  54. [65]O’Brien LL Transcriptional regulatory control of mammalian nephron progenitors revealed by multi-factor cistromic analysis and genetic studies PLoS Genetics 2018 14 PMC5805373 29377931
  55. [66]Catarino RR Stark A Assessing sufficiency and necessity of enhancer activities for gene expression and the mechanisms of transcription activation Genes Dev 2018 32 202 223 29491135 PMC5859963
  56. [68]Kragesteen BK Dynamic 3D chromatin architecture contributes to enhancer specificity and limb morphogenesis Nat Genet 2018 50 1463 1473 30262816 PMC10154999
  57. [69]Li X Noll M Compatibility between enhancers and promoters determines the transcriptional specificity of gooseberry and gooseberry neuro in the Drosophila embryo EMBO J 1994 13 400 406 8313885 PMC394821
  58. [70]Zabidi MA Enhancer-core-promoter specificity separates developmental and housekeeping gene regulation Nature 2015 518 556 559 25517091 PMC6795551
  59. [71]Mahmoudi T Katsani KR Verrijzer CP GAGA can mediate enhancer function in trans by linking two separate DNA molecules EMBO J 2002 21 1775 1781 11927561 PMC125945
  60. [72]Calhoun VC Levine M Long-range enhancer-promoter interactions in the Scr-Antp interval of the Drosophila Antennapedia complex Proc Natl Acad Sci U S A 2003 100 9878 9883 12909726 PMC187872
  61. [73]Calhoun VC Stathopoulos A Levine M Promoter-proximal tethering elements regulate enhancer-promoter specificity in the Drosophila Antennapedia complex Proc Natl Acad Sci U S A 2002 99 9243 9247 12093913 PMC123125
  62. [74]Boyle S A central role for canonical PRC1 in shaping the 3D nuclear landscape Genes Dev 2020 34 931 949 32439634 PMC7328521
  63. [75]Perino M MTF2 recruits Polycomb Repressive Complex 2 by helical-shape-selective DNA binding Nat Genet 2018 50 1002 1010 29808031
  64. [76]Beltran M The interaction of PRC2 with RNA or chromatin s mutually antagonistic Genome Res 2016 26 896 907 27197219 PMC4937559
  65. [77]Crispatzu G The chromatin, topological and regulatory properties of pluripotency-associated poised enhancers are conserved in vivo bioRxiv 2021 2021.01.18.427085 PMC8285398 34272393
  66. [78]Shrinivas K Enhancer Features that Drive Formation of Transcriptional Condensates Mol Cell 2019 75 549 561 e7 31398323 PMC6690378
  67. [79]Dimitrova E FBXl19 recruits CDK-Mediator to CpG islands of developmental genes priming them for activation during lineage commitment Elife 2018 7 1 27 PMC5997449 29809150
  68. [80]Long HK Blackledge NP Klose RJ ZF-CxxC domain-containing proteins, CpG islands and the chromatin connection Biochem Soc Trans 2013 41 727 740 23697932 PMC3685328
  69. [81]Mastrangelo IA Courey AJ Wall JS Jackson SP Hough PVC DNA looping and Sp1 multimer links: A mechanism for transcriptional synergism and enhancement Proc Natl Acad Sci U S A 1991 88 5670 5674 2062845 PMC51939
  70. [82]Su W Jackson S Tjian R Echols H DNA looping between sites for transcriptional activation: Self-association of DNA-bound Sp1 Genes Dev 1991 5 820 826 1851121
  71. [83]Hartl D CG dinucleotides enhance promoter activity independent of DNA methylation Genome Res 2019 29 554 563 30709850 PMC6442381
  72. [84]Bailey TL MEME Suite: Tools for motif discovery and searching Nucleic Acids Res 2009 37 202 208 PMC2703892 19458158
  73. [85]Pope BD Topologically associating domains are stable units of replication-timing regulation Nature 2014 515 402 405 25409831 PMC4251741
  74. [86]Gouti M In vitro generation of neuromesodermal progenitors reveals distinct roles for wnt signalling in the specification of spinal cord and paraxial mesoderm identity PLoS Biol 2014 12 e1001937 25157815 PMC4144800
  75. [87]Matsuda K Kondoh H Dkk1-dependent inhibition of Wnt signaling activates Hesx1 expression through its 5’ enhancer and directs forebrain precursor development Genes to Cells 2014 19 374 385 24520934
  76. [88]Yao X Tild-CRISPR Allows for Efficient and Precise Gene Knockin in Mouse and Human Cells Dev Cell 2018 45 526 536 e5 29787711
  77. [89]Giresi PG Kim J McDaniell RM Iyer VR Lieb JD FAIRE (Formaldehyde-Assisted Isolation of Regulatory Elements) isolates active regulatory elements from human chromatin Genome Res 2007 17 877 85 17179217 PMC1891346
  78. [90]Requena F NOMePlot: analysis of DNA methylation and nucleosome occupancy at the single molecule Sci Rep 2019 9 1 10 31148571 PMC6544651
  79. [91]Gardiner-Garden M Frommer M CpG islands in vertebrate genomes J Mol Biol 1987 196 261 282 3656447
  80. [92]Madeira F The EMBL-EBI search and sequence analysis tools APIs in 2019 Nucleic Acids Res 2019 47 W636 W641 30976793 PMC6602479
  81. [93]Quinlan AR Hall IM BEDTools: A flexible suite of utilities for comparing genomic features Bioinformatics 2010 26 841 842 20110278 PMC2832824
  82. [94]Karolchik D The UCSC table browser data retrieval tool Nucleic Acids Res 2004 32 493 496 PMC308837 14681465
  83. [95]Ewels P Magnusson M Lundin S Käller M a: Summarize analysis results for multiple tools and samples in a single report Bioinformatics 2016 32 3047 3048 27312411 PMC5039924
  84. [96]Bolger AM Lohse M Usadel B Trimmomatic: A flexible trimmer for Illumina sequence data Bioinformatics 2014 30 2114 2120 24695404 PMC4103590
  85. [98]Langmead B Salzberg SL Fast gapped-read alignment with Bowtie 2 Nat Methods 2012 9 357 359 22388286 PMC3322381
  86. [99]Li H The Sequence Alignment/Map format and SAMtools Bioinformatics 2009 25 2078 2079 19505943 PMC2723002
  87. [100]Feng J Liu T Qin B Zhang Y Liu XS Identifying ChIP-seq enrichment using MACS Nat Protoc 2012 7 1728 1740 22936215 PMC3868217
  88. [102]Wang J Nascent RNA sequencing analysis provides insights into enhancer-mediated gene regulation BMC Genomics 2018 19 1 18 30139328 PMC6107967
  89. [103]Ramírez F deepTools2: a next generation web server for deep-sequencing data analysis Nucleic Acids Res 2016 44 W160 W165 27079975 PMC4987876
  90. [106]Bush SJ McCulloch MEB Summers KM Hume DA Clark EL Integration of quantitated expression estimates from polyA-selected and rRNA-depleted RNA-seq libraries BMC Bioinformatics 2017 18 1 12 28610557 PMC5470212
  91. [107]Abdennur N Mirny LA Cooler: Scalable storage for Hi-C data and other genomically labeled arrays Bioinformatics 2020 36 311 316 31290943 PMC8205516
  92. [108]Flyamer IM Illingworth RS Bickmore WA Coolpup.py: Versatile pile-up analysis of Hi-C data Bioinformatics 2020 36 2980 2985 32003791 PMC7214034
  93. [109]Krueger F Andrews SR Bismark: A flexible aligner and methylation caller for Bisulfite-Seq applications Bioinformatics 2011 27 1571 1572 21493656 PMC3102221
  94. [110]Langmead B Salzberg SL Fast gapped-read alignment with Bowtie 2 Nat Methods 2012 9 357 359 22388286 PMC3322381
  95. [111]Kent WJ Zweig AS Barber G Hinrichs AS Karolchik D BigWig and BigBed: Enabling browsing of large distributed datasets Bioinformatics 2010 26 2204 2207 20639541 PMC2922891
  96. [112]Zhao H CrossMap: A versatile tool for coordinate conversion between genome assemblies Bioinformatics 2014 30 1006 1007 24351709 PMC3967108

Cited by

Sorted by citations

Authors
Pachano, T., Sánchez-Gaya, V., Ealo, T., Mariner-Faulí, M., Bleckwehl, T., Asenjo, H. G., Respuela, P., Cruz-Molina, S., Muñoz-San Martín, M., Haro, E., van IJcken, W. F. J., Landeira, D., & Rada-Iglesias, A.
Affiliations
  • Universidad de Cantabria (ES)
  • University of Cologne (DE)
  • Universidad de Granada (ES)
  • Max Planck Institute for Molecular Biomedicine (DE)
Venue
Nature Genetics
Published
2021-06-28
Volume
53
Issue
7
Pages
1036-1049
ISSN
  • 1061-4036 (ISSN-L)
  • 1546-1718
OpenAlex
W3176042246
Cited by
116
References
18
Citations by year
2026: 12 · 2025: 18 · 2024: 30 · 2023: 19 · 2022: 24 · 2021: 12 · 2020: 1
FWCI
7.14
Type
journal article
Language
en
Open access
Locations
  • Nature Genetics (publishedVersion)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
  • EUR Research Repository (Erasmus University Rotterdam) (publishedVersion, other-oa)
  • PubMed (publishedVersion)
  • Kölner Universitäts PublikationsServer (Universität zu Köln) (publishedVersion)
  • PubMed Central (acceptedVersion)
  • EUR Research Repository (Erasmus University Rotterdam) (submittedVersion, other-oa)
  • Institutional Repository of the University of Granada (University of Granada) (submittedVersion, other-oa)
  • DIGITAL.CSIC (Spanish National Research Council (CSIC)) (submittedVersion)
  • UCrea (University of Cantabria) (submittedVersion, cc-by)
Funders
  • Ministerio de Ciencia, Innovación y Universidades (PID2019, PGC 2018)
  • Deutscher Akademischer Austauschdienst
  • Deutsche Forschungsgemeinschaft
  • Universidad de Cantabria
  • H2020 European Research Council
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Chromatin Remodeling and Cancer
Keywords
poised enhancers, enhancer-promoter interactions, topologically associating domains, gene expression regulation, chromatin accessibility, mouse embryonic stem cells, promoter CpG islands
MeSH terms
Animals, Chromatin, Enhancer Elements, Genetic, Gene Expression Regulation, Promoter Regions, Genetic, CpG Islands, DNA Methylation, Epigenesis, Genetic, Mice, Embryonic Stem Cells, Gene Knock-In Techniques

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review