Cited by 562Genomics and Chromatin DynamicsAdvanced Fluorescence Microscopy TechniquesSingle-cell and spatial transcriptomics

Genome-Scale Imaging of the 3D Organization and Transcriptional Activity of Chromatin

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Su, Jun-Han, Zheng, Pu, Kinrot, Seon S., Bintu, Bogdan, Zhuang, Xiaowei·2020·Cell

Abstract

The 3D organization of chromatin regulates many genome functions. Our understanding of 3D genome organization requires tools to directly visualize chromatin conformation in its native context. Here we report an imaging technology for visualizing chromatin organization across multiple scales in single cells with high genomic throughput. First we demonstrate multiplexed imaging of hundreds of genomic loci by sequential hybridization, which allows high-resolution conformation tracing of whole chromosomes. Next we report a multiplexed error-robust fluorescence in situ hybridization (MERFISH)-based method for genome-scale chromatin tracing and demonstrate simultaneous imaging of more than 1,000 genomic loci and nascent transcripts of more than 1,000 genes together with landmark nuclear structures. Using this technology, we characterize chromatin domains, compartments, and trans-chromosomal interactions and their relationship to transcription in single cells. We envision broad application of this high-throughput, multi-scale, and multi-modal imaging technology, which provides an integrated view of chromatin organization in its native structural and functional context.

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Crossref · 10.1016/j.cell.2020.07.032

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  • A recently developed oligopainting strategy combined with super-resolution microscopy allows the path of the chromatin fibril to be traced at relatively long genomic loci.

    “A recently developed oligopainting strategy [149] combined with super-resolution microscopy allows the path of the chromatin fibril to be traced at relatively long genomic loci [150,151].”

    From Enhancer Function in the 3D Genome (2023) · cites this paper as [151]

    The Results section, “High-Resolution Chromatin Tracing of Whole Chromosomes” (page unavailable), reports tracing chromosome 21 across approximately 650 loci using oligonucleotide probes and sequential imaging, supporting the claim that long genomic regions can be traced. The paper describes a fluorescence microscope and sequential FISH, but our copy does not establish that this tracing used super-resolution microscopy. The separate oligopainting citation [149] is not assessed here. (LLM, conf=0.85)

    Experimental — accuracy not yet measured

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Research works printed but not linked: 66

  1. Abramo K, Valton A-L, Venev SV, Ozadam H, Fox AN, and Dekker J (2019). A chromosome folding intermediate at the condensin-to-cohesin transition during telophase. Nat. Cell Biol 21, 1393– 1402. 31685986 PMC6858582
  2. Beagrie RA, Scialdone A, Schueler M, Kraemer DCA, Chotalia M, Xie SQ, Barbieri M, de Santiago I, Lavitas L-M, Branco MR, (2017). Complex multi-enhancer contacts captured by genome architecture mapping. Nature 543, 519– 524. 28273065 PMC5366070
  3. Bintu B, Mateo LJ, Su J, Sinnott-Armstrong NA, Parker M, Kinrot S, Yamaya K, Boettiger AN, and Zhuang X (2018). Super-resolution chromatin tracing reveals domains and cooperative interactions in single cells. Science 362, eaau1783. 30361340 PMC6535145
  4. Bolzer A, Kreth G, Solovei I, Koehler D, Saracoglu K, Fauth C, Müller S, Eils R, Cremer C, Speicher MR, and Cremer T (2005). Three-dimensional maps of all chromosomes in human male fibroblast nuclei and prometaphase rosettes. PLoS Biol 3, e157. 15839726 PMC1084335
  5. Branco MR, and Pombo A (2006). Intermingling of chromosome territories in interphase suggests role in translocations and transcription-dependent associations. PLoS Biol 4, e138. 16623600 PMC1440941
  6. Camacho C, Coulouris G, Avagyan V, Ma N, Papadopoulos J, Bealer K, and Madden TL (2009). BLAST+: architecture and applications. BMC Bioinformatics 10, 421. 20003500 PMC2803857
  7. Cavalli G, and Heard E (2019). Advances in epigenetics link genetics to the environment and disease. Nature 571, 489– 499. 31341302
  8. Chen Y, and Belmont AS (2019). Genome organization around nuclear speckles. Curr. Opin. Genet. Dev 55, 91– 99. 31394307 PMC6759399
  9. Chen KH, Boettiger AN, Moffitt JR, Wang S, and Zhuang X (2015). Spatially resolved, highly multiplexed RNA profiling in single cells. Science 348, aaa6090. 25858977 PMC4662681
  10. Chen B, Guan J, and Huang B (2016a). Imaging Specific Genomic DNA in Living Cells. Annu. Rev. Biophys 45, 1– 23. 27145877 PMC5053920
  11. Chen X, Shen Y, Draper W, Buenrostro JD, Litzenburger U, Cho SW, Satpathy AT, Carter AC, Ghosh RP, East-Seletsky A, (2016b). ATAC-see reveals the accessible genome by transposase-mediated imaging and sequencing. Nat. Methods 13, 1013– 1020. 27749837 PMC5509561
  12. Chen Y, Zhang Y, Wang Y, Zhang L, Brinkman EK, Adam SA, Goldman R, van Steensel B, Ma J, and Belmont AS (2018). Mapping 3D genome organization relative to nuclear compartments using TSA-Seq as a cytological ruler. J. Cell Biol 217, 4025– 4048. 30154186 PMC6219710
  13. Cho W-K, Spille J-H, Hecht M, Lee C, Li C, Grube V, and Cisse II (2018). Mediator and RNA polymerase II clusters associate in transcription-dependent condensates. Science 361, 412– 415. 29930094 PMC6543815
  14. Chong S, Dugast-Darzacq C, Liu Z, Dong P, Dailey GM, Cattoglio C, Heckert A, Banala S, Lavis L, Darzacq X, (2018). Imaging dynamic and selective low-complexity domain interactions that control gene transcription. Science 361, eaar2555. 29930090 PMC6961784
  15. Cordes T, Vogelsang J, and Tinnefeld P (2009). On the mechanism of Trolox as antiblinking and antibleaching reagent. J. Am. Chem. Soc 131, 5018– 5019. 19301868
  16. Crane E, Bian Q, McCord RP, Lajoie BR, Wheeler BS, Ralston EJ, Uzawa S, Dekker J, and Meyer BJ (2015). Condensin-driven remodelling of X chromosome topology during dosage compensation. Nature 523, 240– 244. 26030525 PMC4498965
  17. Cremer T, and Cremer M (2010). Chromosome territories. Cold Spring Harb. Perspect. Biol 2, a003889. 20300217 PMC2829961
  18. Dekker J, and Mirny L (2016). The 3D Genome as Moderator of Chromosomal Communication. Cell 164, 1110– 1121. 26967279 PMC4788811
  19. Dempsey GT (2013). A User’s Guide to Localization-Based Super-Resolution Fluorescence Imaging In Methods in Cell Biology, 114, Sluder G and Wolf DE, eds. (Elsevier Inc.), pp. 561– 592. 23931523
  20. Deng W, Shi X, Tjian R, Lionnet T, and Singer RH (2015). CASFISH: CRISPR/Cas9-mediated in situ labeling of genomic loci in fixed cells. Proc. Natl. Acad. Sci. USA 112, 11870– 11875. 26324940 PMC4586837
  21. Dunham I, Kundaje A, Aldred SF, Collins PJ, Davis CA, Doyle F, Epstein CB, Frietze S, Harrow J, Kaul R,; ENCODE Project Consortium (2012). An integrated encyclopedia of DNA elements in the human genome. Nature 489, 57– 74. 22955616 PMC3439153
  22. Durand NC, Robinson JT, Shamim MS, Machol I, Mesirov JP, Lander ES, and Aiden EL (2016). Juicebox Provides a Visualization System for Hi-C Contact Maps with Unlimited Zoom. Cell Syst 3, 99– 101. 27467250 PMC5596920
  23. Flyamer IM, Gassler J, Imakaev M, Brandão HB, Ulianov SV, Abdennur N, Razin SV, Mirny LA, and Tachibana-Konwalski K (2017). Single-nucleus Hi-C reveals unique chromatin reorganization at oocyte-to-zygote transition. Nature 544, 110– 114. 28355183 PMC5639698
  24. Fullwood MJ, Liu MH, Pan YF, Liu J, Xu H, Mohamed YB, Orlov YL, Velkov S, Ho A, Mei PH, (2009). An oestrogen-receptor-a-bound human chromatin interactome. Nature 462, 58– 64. 19890323 PMC2774924
  25. National Center for Biotechnology Information. (2020). Genome Data Viewer https://www.ncbi.nlm.nih.gov/genome/gdv/browser/genome/?id=GCF_000001405.39.
  26. Gibson BA, Doolittle LK, Schneider MWG, Jensen LE, Gamarra N, Henry L, Gerlich DW, Redding S, and Rosen MK (2019). Organization of Chromatin by Intrinsic and Regulated Phase Separation. Cell 179, 470– 484.e21. 31543265 PMC6778041
  27. Girelli G, Custodio J, Kallas T, Agostini F, Wernersson E, Spanjaard B, Mota A, Kolbeinsdottir S, Gelali E, Crosetto N, and Bienko M (2020). GPSeq reveals the radial organization of chromatin in the cell nucleus. Nat. Biotechnol Published online May 25, 2020 10.1038/s41587-020-0519-y. PMC7610410 32451505 · DOI
  28. Guan J, Liu H, Shi X, Feng S, and Huang B (2017). Tracking Multiple Genomic Elements Using Correlative CRISPR Imaging and Sequential DNA FISH. Biophys. J 112, 1077– 1084. 28355536 PMC5375138
  29. Hnisz D, Shrinivas K, Young RA, Chakraborty AK, and Sharp PA (2017). A Phase Separation Model for Transcriptional Control. Cell 169, 13– 23. 28340338 PMC5432200
  30. Iarovaia OV, Minina EP, Sheval EV, Onichtchouk D, Dokudovskaya S, Razin SV, and Vassetzky YS (2019). Nucleolus: A Central Hub for Nuclear Functions. Trends Cell Biol 29, 647– 659. 31176528
  31. Kent WJ, Zweig AS, Barber G, Hinrichs AS, and Karolchik D (2010). BigWig and BigBed: enabling browsing of large distributed datasets. Bioinformatics 26, 2204– 2207. 20639541 PMC2922891
  32. Knight SC, Tjian R, and Doudna JA (2018). Genomes in Focus: Development and Applications of CRISPR-Cas9 Imaging Technologies. Angew. Chem. Int. Engl 57, 4329– 4337. PMC6014596 29080263
  33. Krijger PHL, and de Laat W (2016). Regulation of disease-associated gene expression in the 3D genome. Nat. Rev. Mol. Cell Biol 17, 771– 782. 27826147
  34. Lakadamyali M, and Cosma MP (2020). Visualizing the genome in high resolution challenges our textbook understanding. Nat. Methods 17, 371– 379. 32123395
  35. Larson AG, Elnatan D, Keenen MM, Trnka MJ, Johnston JB, Burlingame AL, Agard DA, Redding S, and Narlikar GJ (2017). Liquid droplet formation by HP1a suggests a role for phase separation in heterochromatin. Nature 547, 236– 240. 28636604 PMC5606208
  36. Levine M, Cattoglio C, and Tjian R (2014). Looping back to leap forward: transcription enters a new era. Cell 157, 13– 25. 24679523 PMC4059561
  37. Levsky JM, and Singer RH (2003). Fluorescence in situ hybridization: past, present and future. J. Cell Sci 116, 2833– 2838. 12808017
  38. Li G, Liu Y, Zhang Y, Kubo N, Yu M, Fang R, Kellis M, and Ren B (2019). Joint profiling of DNA methylation and chromatin architecture in single cells. Nat. Methods 16, 991– 993. 31384045 PMC6765429
  39. Lieberman-Aiden E, van Berkum NL, Williams L, Imakaev M, Ragoczy T, Telling A, Amit I, Lajoie BR, Sabo PJ, Dorschner MO, (2009). Comprehensive Mapping of Long-Range Interactions Reveals Folding Principles of the Human Genome. Science 326, 289– 293. 19815776 PMC2858594
  40. Liu M, Lu Y, Yang B, Chen Y, Radda JSD, Hu M, Katz SG, and Wang S (2020). Multiplexed imaging of nucleome architectures in single cells of mammalian tissue. Nature Communications 11, 2907. PMC7283333 32518300
  41. Lloyd SP (1982). Least squares quantization in PCM. Special issue on quantization. IEEE Trans. Inf. Theory 28, 129– 137.
  42. Lu H, Yu D, Hansen AS, Ganguly S, Liu R, Heckert A, Darzacq X, and Zhou Q (2018). Phase-separation mechanism for C-terminal hyperphosphorylation of RNA polymerase II. Nature 558, 318– 323. 29849146 PMC6475116
  43. Ma H, Tu LC, Naseri A, Huisman M, Zhang S, Grunwald D, and Pederson T (2016). Multiplexed labeling of genomic loci with dCas9 and engineered sgRNAs using CRISPRainbow. Nat. Biotechnol 34, 528– 530. 27088723 PMC4864854
  44. Moffitt JR, Hao J, Wang G, Chen KH, Babcock HP, and Zhuang X (2016). High-throughput single-cell gene-expression profiling with multiplexed error-robust fluorescence in situ hybridization. Proc. Natl. Acad. Sci. USA 113, 11046– 11051. 27625426 PMC5047202
  45. Mumbach MR, Rubin AJ, Flynn RA, Dai C, Khavari PA, Greenleaf WJ, and Chang HY (2016). HiChIP: efficient and sensitive analysis of protein-directed genome architecture. Nat. Methods 13, 919– 922. 27643841 PMC5501173
  46. Nagano T, Lubling Y, Várnai C, Dudley C, Leung W, Baran Y, Mendelson Cohen N, Wingett S, Fraser P, and Tanay A (2017). Cell-cycle dynamics of chromosomal organization at single-cell resolution. Nature 547, 61– 67. 28682332 PMC5567812
  47. Nir G, Farabella I, Pérez Estrada C, Ebeling CG, Beliveau BJ, Sasaki HM, Lee SD, Nguyen SC, McCole RB, Chattoraj S, (2018). Walking along chromosomes with super-resolution imaging, contact maps, and integrative modeling. PLoS Genet 14, e1007872. 30586358 PMC6324821
  48. Palstra R-J, Simonis M, Klous P, Brasset E, Eijkelkamp B, and de Laat W (2008). Maintenance of long-range DNA interactions after inhibition of ongoing RNA polymerase II transcription. PLoS ONE 3, e1661. 18286208 PMC2243019
  49. Ramani V, Deng X, Qiu R, Gunderson KL, Steemers FJ, Disteche CM, Noble WS, Duan Z, and Shendure J (2017). Massively multiplex single-cell Hi-C. Nat. Methods 14, 263– 266. 28135255 PMC5330809
  50. Rao SSP, Huntley MH, Durand NC, Stamenova EK, Bochkov ID, Robinson JT, Sanborn AL, Machol I, Omer AD, Lander ES, and Aiden EL (2014). A 3D map of the human genome at kilobase resolution reveals principles of chromatin looping. Cell 159, 1665– 1680. 25497547 PMC5635824
  51. Rasnik I, McKinney SA, and Ha T (2006). Nonblinking and long-lasting single-molecule fluorescence imaging. Nat. Methods 3, 891– 893. 17013382
  52. Rooijers K, Markodimitraki CM, Rang FJ, de Vries SS, Chialastri A, de Luca KL, Mooijman D, Dey SS, and Kind J (2019). Simultaneous quantification of protein-DNA contacts and transcriptomes in single cells. Nat. Biotechnol 37, 766– 772. 31209373 PMC6609448
  53. Sabari BR, Dall’Agnese A, Boija A, Klein IA, Coffey EL, Shrinivas K, Abraham BJ, Hannett NM, Zamudio AV, Manteiga JC, (2018). Coactivator condensation at super-enhancers links phase separation and gene control. Science 361, eaar3958. 29930091 PMC6092193
  54. Sawh AN, Shafer MER, Su J, Zhuang X, Wang S, and Mango SE (2020). Lamina-Dependent Stretching and Unconventional Chromosome Compartments in Early C. elegans Embryos. Molecular Cell 78, 96– 111. 32105612 PMC7263362
  55. Sexton T, Yaffe E, Kenigsberg E, Bantignies F, Leblanc B, Hoichman M, Parrinello H, Tanay A, and Cavalli G (2012). Three-dimensional folding and functional organization principles of the Drosophila genome. Cell 148, 458– 472. 22265598
  56. Shachar S, and Misteli T (2017). Causes and consequences of nuclear gene positioning. J. Cell Sci 130, 1501– 1508. 28404786 PMC5450234
  57. Solovei I, Thanisch K, and Feodorova Y (2016). How to rule the nucleus: divide et impera. Curr. Opin. Cell Biol 40, 47– 59. 26938331
  58. Strom AR, Emelyanov AV, Mir M, Fyodorov DV, Darzacq X, and Karpen GH (2017). Phase separation drives heterochromatin domain formation. Nature 547, 241– 245. 28636597 PMC6022742
  59. Takei Y, Shah S, Harvey S, Qi LS, and Cai L (2017). Multiplexed Dynamic Imaging of Genomic Loci by Combined CRISPR Imaging and DNA Sequential FISH. Biophys. J 112, 1773– 1776. 28427715 PMC5425380
  60. Tan L, Xing D, Chang C-H, Li H, and Xie XS (2018). Three-dimensional genome structures of single diploid human cells. Science 361, 924– 928. 30166492 PMC6360088
  61. van Steensel B, and Belmont AS (2017). Lamina-Associated Domains: Links with Chromosome Architecture, Heterochromatin, and Gene Repression. Cell 169, 780– 791. 28525751 PMC5532494
  62. Wang S, Su J-H, Beliveau BJ, Bintu B, Moffitt JR, Wu C, and Zhuang X (2016). Spatial organization of chromatin domains and compartments in single chromosomes. Science 353, 598– 602. 27445307 PMC4991974
  63. Xu X, and Qi LS (2019). A CRISPR-dCas Toolbox for Genetic Engineering and Synthetic Biology. J. Mol. Biol 431, 34– 47. 29958882
  64. Yaffe E, and Tanay A (2011). Probabilistic modeling of Hi-C contact maps eliminates systematic biases to characterize global chromosomal architecture. Nat. Genet 43, 1059– 1065. 22001755
  65. Yu M, and Ren B (2017). The Three-Dimensional Organization of Mammalian Genomes. Annu. Rev. Cell Dev. Biol 33, 265– 289. 28783961 PMC5837811
  66. Zheng M, Tian SZ, Capurso D, Kim M, Maurya R, Lee B, Piecuch E, Gong L, Zhu JJ, Li Z, (2019). Multiplex chromatin interactions with single-molecule precision. Nature 566, 558– 562. 30778195 PMC7001875

Cited by

Sorted by citations

Authors
Su, J.-H., Zheng, P., Kinrot, S. S., Bintu, B., & Zhuang, X.
Affiliations
Howard Hughes Medical Institute (US)
Corresponding author
  • Bintu, Bogdan
  • Zhuang, Xiaowei
Venue
Cell
Publisher
Elsevier BV
Published
2020-09
Volume
182
Issue
6
Pages
1641-1659.e26
ISSN
0092-8674 (ISSN-L)
OpenAlex
W3050508217
Cited by
562
References
11
Citations by year
2026: 88 · 2025: 98 · 2024: 127 · 2023: 82 · 2022: 76 · 2021: 78 · 2020: 13
FWCI
20.59
Type
journal article
Language
en
Open access
Locations
  • Cell (publishedVersion)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • Howard Hughes Medical Institute
  • National Institutes of Health
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Biophysics › Advanced Fluorescence Microscopy Techniques
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Single-cell and spatial transcriptomics
Keywords
3D genome organization, chromatin conformation, single-cell imaging, MERFISH, chromatin domains, chromatin compartments, nascent RNA, transcription, single-cell transcriptomics
MeSH terms
Algorithms, Cell Line, Cell Nucleus, Chromatin, Chromosomes, Human, DNA, Humans, Image Processing, Computer-Assisted, Molecular Conformation, Nucleolus Organizer Region, RNA, Software, In Situ Hybridization, Fluorescence, Genomics, High-Throughput Screening Assays, Single-Cell Analysis, Multimodal Imaging

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