1
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Logeman BL, Grieco SF, Holmes TC, Xu X. Unfolding neural diversity: how dynamic three-dimensional genome architecture regulates brain function and disease. Mol Psychiatry 2025:10.1038/s41380-025-03056-3. [PMID: 40410418 DOI: 10.1038/s41380-025-03056-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2025] [Revised: 05/01/2025] [Accepted: 05/12/2025] [Indexed: 05/25/2025]
Abstract
The advent of single cell multi-omic technologies has ushered in a revolution in how we study the impact of three-dimensional genome organization on brain cellular composition and function. Transcriptomic and epigenomic studies reveal enormous cellular diversity that is present in mammalian nervous systems, raising the question, "how does this diversity arise and for what is its use?" Advances in the field of three-dimensional nuclear architecture have illuminated our understanding of how genome folding gives rise to dynamic gene expression programs important in healthy brain function and in disease. In this review we highlight recent work defining how neuronal identity, maturation, and plasticity are shaped by genome architecture. We discuss how newly identified genetic variations influence genome architecture and contribute to the evolution of species-unique neuronal and behavioral functional traits. We include examples for both humans and model organisms in which maladaptive genomic architecture is a causal agent in disease. Finally, we make conclusions and address future perspectives of dynamic three-dimensional genome (4D nucelome) research.
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Affiliation(s)
- Brandon L Logeman
- Department of Molecular and Cellular Biology, Howard Hughes Medical Institute, Center for Brain Science, Harvard University, Cambridge, MA, USA
| | - Steven F Grieco
- Department of Anatomy and Neurobiology, School of Medicine, University of California, Irvine, CA, 92697, USA
- Center for Neural Circuit Mapping, University of California, Irvine, CA, USA
| | - Todd C Holmes
- Center for Neural Circuit Mapping, University of California, Irvine, CA, USA
- Department of Physiology and Biophysics, School of Medicine, University of California, Irvine, CA, USA
| | - Xiangmin Xu
- Department of Anatomy and Neurobiology, School of Medicine, University of California, Irvine, CA, 92697, USA.
- Center for Neural Circuit Mapping, University of California, Irvine, CA, USA.
- Department of Microbiology and Molecular Genetics, University of California, Irvine, CA, USA.
- Department of Biomedical Engineering, University of California, Irvine, CA, USA.
- Department of Computer Science, University of California, Irvine, CA, USA.
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2
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Fillot T, Mazza D. Rethinking chromatin accessibility: from compaction to dynamic interactions. Curr Opin Genet Dev 2025; 90:102299. [PMID: 39705880 PMCID: PMC11793080 DOI: 10.1016/j.gde.2024.102299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Revised: 12/02/2024] [Accepted: 12/03/2024] [Indexed: 12/23/2024]
Abstract
The genome is traditionally divided into condensed heterochromatin and open euchromatin. However, recent findings challenge this binary classification and the notion that chromatin condensation solely governs the accessibility of transcription factors (TFs) and, consequently, gene expression. Instead, chromatin accessibility is emerging as a factor-specific property that is influenced by multiple determinants. These include the mobility of the chromatin fiber, the capacity of TFs to engage repeatedly with it through multivalent interactions, and the four-dimensional organization of its surrounding diffusible space. Unraveling the molecular and biophysical principles that render a genomic target truly accessible remains a significant challenge, but innovative methods for locally perturbing chromatin, coupled with microscopy techniques that offer single-molecule sensitivity, provide an exciting experimental playground to test new hypotheses.
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Affiliation(s)
- Tom Fillot
- Università Vita-Salute San Raffaele, Via Olgettina 58, 20132 Milan, Italy
| | - Davide Mazza
- Università Vita-Salute San Raffaele, Via Olgettina 58, 20132 Milan, Italy; IRCCS Ospedale San Raffaele, Experimental Imaging Center, Via Olgettina 58, 20132 Milan, Italy.
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3
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Nolan B, Harris HL, Kalluchi A, Reznicek TE, Cummings C, Rowley MJ. HiCrayon reveals distinct layers of multi-state 3D chromatin organization. NAR Genom Bioinform 2024; 6:lqae182. [PMID: 39703428 PMCID: PMC11655295 DOI: 10.1093/nargab/lqae182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 11/11/2024] [Accepted: 12/10/2024] [Indexed: 12/21/2024] Open
Abstract
Chromatin contact maps are often shown as 2D heatmaps and visually compared to 1D genomic data by simple juxtaposition. While common, this strategy is imprecise, placing the onus on the reader to align features with each other. To remedy this, we developed HiCrayon, an interactive tool that facilitates the integration of 3D chromatin organization maps and 1D datasets. This visualization method integrates data from genomic assays directly into the chromatin contact map by coloring interactions according to 1D signal. HiCrayon is implemented using R shiny and python to create a graphical user interface application, available in both web and containerized format to promote accessibility. We demonstrate the utility of HiCrayon in visualizing the effectiveness of compartment calling and the relationship between ChIP-seq and various features of chromatin organization. We also demonstrate the improved visualization of other 3D genomic phenomena, such as differences between loops associated with CTCF/cohesin versus those associated with H3K27ac. We then demonstrate HiCrayon's visualization of organizational changes that occur during differentiation and use HiCrayon to detect compartment patterns that cannot be assigned to either A or B compartments, revealing a distinct third chromatin compartment.
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Affiliation(s)
- Ben Nolan
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha, NE 68198, USA
| | - Hannah L Harris
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha, NE 68198, USA
| | - Achyuth Kalluchi
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha, NE 68198, USA
| | - Timothy E Reznicek
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha, NE 68198, USA
| | - Christopher T Cummings
- Department of Pediatrics, University of Nebraska Medical Center, Emile St, Omaha, NE 68198, USA
| | - M Jordan Rowley
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha, NE 68198, USA
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4
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Nolan B, Reznicek TE, Cummings CT, Rowley MJ. The chromatin tapestry as a framework for neurodevelopment. Genome Res 2024; 34:1477-1486. [PMID: 39472026 PMCID: PMC11529992 DOI: 10.1101/gr.278408.123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
The neuronal nucleus houses a meticulously organized genome. Within this structure, genetic material is not simply compacted but arranged into a precise and functional 3D chromatin landscape essential for cellular regulation. This mini-review highlights the importance of this chromatin landscape in healthy neurodevelopment, as well as the diseases that occur with aberrant chromatin architecture. We discuss insights into the fundamental mechanistic relationship between histone modifications, DNA methylation, and genome organization. We then discuss findings that reveal how these epigenetic features change throughout normal neurodevelopment. Finally, we highlight single-gene neurodevelopmental disorders that illustrate the interdependence of epigenetic features, showing how disruptions in DNA methylation or genome architecture can ripple across the entire epigenome. As such, we emphasize the importance of measuring multiple chromatin architectural aspects, as the disruption of one mechanism can likely impact others in the intricate epigenetic network. This mini-review underscores the vast gaps in our understanding of chromatin structure in neurodevelopmental diseases and the substantial research needed to understand the interplay between chromatin features and neurodevelopment.
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Affiliation(s)
- Ben Nolan
- Department of Genetics, Cell Biology and Anatomy, Omaha, Nebraska 68198, USA
| | - Timothy E Reznicek
- Department of Genetics, Cell Biology and Anatomy, Omaha, Nebraska 68198, USA
| | - Christopher T Cummings
- Department of Pediatrics, University of Nebraska Medical Center, Omaha, Nebraska 68198, USA
| | - M Jordan Rowley
- Department of Genetics, Cell Biology and Anatomy, Omaha, Nebraska 68198, USA;
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5
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Oji A, Choubani L, Miura H, Hiratani I. Structure and dynamics of nuclear A/B compartments and subcompartments. Curr Opin Cell Biol 2024; 90:102406. [PMID: 39083950 DOI: 10.1016/j.ceb.2024.102406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Revised: 07/02/2024] [Accepted: 07/12/2024] [Indexed: 08/02/2024]
Abstract
Mammalian chromosomes form a hierarchical structure within the cell nucleus, from chromatin loops, megabase (Mb)-sized topologically associating domains (TADs) to larger-scale A/B compartments. The molecular basis of the structures of loops and TADs has been actively studied. However, the A and B compartments, which correspond to early-replicating euchromatin and late-replicating heterochromatin, respectively, are still relatively unexplored. In this review, we focus on the A/B compartments, discuss their close relationship to DNA replication timing (RT), and introduce recent findings on the features of subcompartments revealed by detailed classification of the A/B compartments. In doing so, we speculate on the structure, potential function, and developmental dynamics of A/B compartments and subcompartments in mammalian cells.
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Affiliation(s)
- Asami Oji
- Laboratory for Developmental Epigenetics, RIKEN Center for Biosystems Dynamics Research (BDR), 2-2-3 Minatojima-minamimachi, Chuo-ku, Kobe 650-0047 Japan
| | - Linda Choubani
- Laboratory for Developmental Epigenetics, RIKEN Center for Biosystems Dynamics Research (BDR), 2-2-3 Minatojima-minamimachi, Chuo-ku, Kobe 650-0047 Japan
| | - Hisashi Miura
- Laboratory for Developmental Epigenetics, RIKEN Center for Biosystems Dynamics Research (BDR), 2-2-3 Minatojima-minamimachi, Chuo-ku, Kobe 650-0047 Japan
| | - Ichiro Hiratani
- Laboratory for Developmental Epigenetics, RIKEN Center for Biosystems Dynamics Research (BDR), 2-2-3 Minatojima-minamimachi, Chuo-ku, Kobe 650-0047 Japan.
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6
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Sandoval-Velasco M, Dudchenko O, Rodríguez JA, Pérez Estrada C, Dehasque M, Fontsere C, Mak SST, Khan R, Contessoto VG, Oliveira Junior AB, Kalluchi A, Zubillaga Herrera BJ, Jeong J, Roy RP, Christopher I, Weisz D, Omer AD, Batra SS, Shamim MS, Durand NC, O'Connell B, Roca AL, Plikus MV, Kusliy MA, Romanenko SA, Lemskaya NA, Serdyukova NA, Modina SA, Perelman PL, Kizilova EA, Baiborodin SI, Rubtsov NB, Machol G, Rath K, Mahajan R, Kaur P, Gnirke A, Garcia-Treviño I, Coke R, Flanagan JP, Pletch K, Ruiz-Herrera A, Plotnikov V, Pavlov IS, Pavlova NI, Protopopov AV, Di Pierro M, Graphodatsky AS, Lander ES, Rowley MJ, Wolynes PG, Onuchic JN, Dalén L, Marti-Renom MA, Gilbert MTP, Aiden EL. Three-dimensional genome architecture persists in a 52,000-year-old woolly mammoth skin sample. Cell 2024; 187:3541-3562.e51. [PMID: 38996487 DOI: 10.1016/j.cell.2024.06.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 03/07/2024] [Accepted: 06/03/2024] [Indexed: 07/14/2024]
Abstract
Analyses of ancient DNA typically involve sequencing the surviving short oligonucleotides and aligning to genome assemblies from related, modern species. Here, we report that skin from a female woolly mammoth (†Mammuthus primigenius) that died 52,000 years ago retained its ancient genome architecture. We use PaleoHi-C to map chromatin contacts and assemble its genome, yielding 28 chromosome-length scaffolds. Chromosome territories, compartments, loops, Barr bodies, and inactive X chromosome (Xi) superdomains persist. The active and inactive genome compartments in mammoth skin more closely resemble Asian elephant skin than other elephant tissues. Our analyses uncover new biology. Differences in compartmentalization reveal genes whose transcription was potentially altered in mammoths vs. elephants. Mammoth Xi has a tetradic architecture, not bipartite like human and mouse. We hypothesize that, shortly after this mammoth's death, the sample spontaneously freeze-dried in the Siberian cold, leading to a glass transition that preserved subfossils of ancient chromosomes at nanometer scale.
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Affiliation(s)
| | - Olga Dudchenko
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Center for Theoretical Biological Physics, Rice University, Houston, TX 77030, USA.
| | - Juan Antonio Rodríguez
- Center for Evolutionary Hologenomics, University of Copenhagen, DK-1353 Copenhagen, Denmark; Centre Nacional d'Anàlisi Genòmica, CNAG, 08028 Barcelona, Spain
| | - Cynthia Pérez Estrada
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Center for Theoretical Biological Physics, Rice University, Houston, TX 77030, USA
| | - Marianne Dehasque
- Centre for Palaeogenetics, SE-106 91 Stockholm, Sweden; Department of Bioinformatics and Genetics, Swedish Museum of Natural History, 10405 Stockholm, Sweden; Department of Zoology, Stockholm University, SE-106 91 Stockholm, Sweden
| | - Claudia Fontsere
- Center for Evolutionary Hologenomics, University of Copenhagen, DK-1353 Copenhagen, Denmark
| | - Sarah S T Mak
- Center for Evolutionary Hologenomics, University of Copenhagen, DK-1353 Copenhagen, Denmark
| | - Ruqayya Khan
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | | | | | - Achyuth Kalluchi
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Bernardo J Zubillaga Herrera
- Department of Physics, Northeastern University, Boston, MA 02115, USA; Center for Theoretical Biological Physics, Northeastern University, Boston, MA 02215, USA
| | - Jiyun Jeong
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Renata P Roy
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Center for Theoretical Biological Physics, Rice University, Houston, TX 77030, USA; Departments of Biology and Physics, Texas Southern University, Houston, TX 77004, USA
| | - Ishawnia Christopher
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - David Weisz
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Arina D Omer
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Sanjit S Batra
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Muhammad S Shamim
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Neva C Durand
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Brendan O'Connell
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA 95064, USA; Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR 97239, USA
| | - Alfred L Roca
- Department of Animal Sciences and Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Maksim V Plikus
- Department of Developmental and Cell Biology, University of California, Irvine, Irvine, CA 92697, USA
| | - Mariya A Kusliy
- Institute of Molecular and Cellular Biology SB RAS, Novosibirsk 630090, Russia
| | | | - Natalya A Lemskaya
- Institute of Molecular and Cellular Biology SB RAS, Novosibirsk 630090, Russia
| | | | - Svetlana A Modina
- Institute of Molecular and Cellular Biology SB RAS, Novosibirsk 630090, Russia
| | - Polina L Perelman
- Institute of Molecular and Cellular Biology SB RAS, Novosibirsk 630090, Russia
| | - Elena A Kizilova
- Institute of Cytology and Genetics SB RAS, Novosibirsk 630090, Russia
| | | | - Nikolai B Rubtsov
- Institute of Cytology and Genetics SB RAS, Novosibirsk 630090, Russia
| | - Gur Machol
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Krisha Rath
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Ragini Mahajan
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Center for Theoretical Biological Physics, Rice University, Houston, TX 77030, USA; Department of Biosciences, Rice University, Houston, TX 77005, USA
| | - Parwinder Kaur
- UWA School of Agriculture and Environment, University of Western Australia, Perth, WA 6009, Australia
| | - Andreas Gnirke
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | | | - Rob Coke
- San Antonio Zoo, San Antonio, TX 78212, USA
| | | | | | - Aurora Ruiz-Herrera
- Departament de Biologia Cel·lular, Fisiologia i Immunologia and Genome Integrity and Instability Group, Institut de Biotecnologia i Biomedicina, Universitat Autònoma de Barcelona, 08193 Cerdanyola del Vallès, Spain
| | | | | | - Naryya I Pavlova
- Institute of Biological Problems of Cryolitezone SB RAS, Yakutsk 677000, Russia
| | - Albert V Protopopov
- Academy of Sciences of Sakha Republic, Yakutsk 677000, Russia; North-Eastern Federal University, Yakutsk 677027, Russia
| | - Michele Di Pierro
- Department of Physics, Northeastern University, Boston, MA 02115, USA; Center for Theoretical Biological Physics, Northeastern University, Boston, MA 02215, USA
| | | | - Eric S Lander
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Systems Biology, Harvard Medical School, Boston, MA 02115, USA; Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - M Jordan Rowley
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Peter G Wolynes
- Center for Theoretical Biological Physics, Rice University, Houston, TX 77030, USA; Department of Biosciences, Rice University, Houston, TX 77005, USA; Departments of Physics, Astronomy, & Chemistry, Rice University, Houston, TX 77005, USA
| | - José N Onuchic
- Center for Theoretical Biological Physics, Rice University, Houston, TX 77030, USA; Department of Biosciences, Rice University, Houston, TX 77005, USA; Departments of Physics, Astronomy, & Chemistry, Rice University, Houston, TX 77005, USA
| | - Love Dalén
- Centre for Palaeogenetics, SE-106 91 Stockholm, Sweden; Department of Bioinformatics and Genetics, Swedish Museum of Natural History, 10405 Stockholm, Sweden; Department of Zoology, Stockholm University, SE-106 91 Stockholm, Sweden
| | - Marc A Marti-Renom
- Centre Nacional d'Anàlisi Genòmica, CNAG, 08028 Barcelona, Spain; Centre for Genomic Regulation, The Barcelona Institute for Science and Technology, 08003 Barcelona, Spain; ICREA, 08010 Barcelona, Spain; Universitat Pompeu Fabra, 08002 Barcelona, Spain.
| | - M Thomas P Gilbert
- Center for Evolutionary Hologenomics, University of Copenhagen, DK-1353 Copenhagen, Denmark; University Museum NTNU, 7012 Trondheim, Norway.
| | - Erez Lieberman Aiden
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Center for Theoretical Biological Physics, Rice University, Houston, TX 77030, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
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7
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Harris HL, Rowley MJ. Mechanistic drivers of chromatin organization into compartments. Curr Opin Genet Dev 2024; 86:102193. [PMID: 38626581 PMCID: PMC11898215 DOI: 10.1016/j.gde.2024.102193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 03/11/2024] [Accepted: 03/26/2024] [Indexed: 04/18/2024]
Abstract
The human genome is not just a simple string of DNA, it is a complex and dynamic entity intricately folded within the cell's nucleus. This three-dimensional organization of chromatin, the combination of DNA and proteins in the nucleus, is crucial for many biological processes and has been prominently studied for its intricate relationship to gene expression. Indeed, the transcriptional machinery does not operate in isolation but interacts intimately with the folded chromatin structure. Techniques for chromatin conformation capture, including genome-wide sequencing approaches, have revealed key organizational features of chromatin, such as the formation of loops by CCCTC-binding factor (CTCF) and the division of loci into chromatin compartments. While much of the recent research and reviews have focused on CTCF loops, we discuss several new revelations that have emerged concerning chromatin compartments, with a particular focus on what is known about mechanistic drivers of compartmentalization. These insights challenge the traditional views of chromatin organization and reveal the complexity behind the formation and maintenance of chromatin compartments.
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Affiliation(s)
- Hannah L Harris
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha 68198, NE, USA
| | - M Jordan Rowley
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Emile St, Omaha 68198, NE, USA.
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8
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Harris HL, Gu H, Olshansky M, Wang A, Farabella I, Eliaz Y, Kalluchi A, Krishna A, Jacobs M, Cauer G, Pham M, Rao SSP, Dudchenko O, Omer A, Mohajeri K, Kim S, Nichols MH, Davis ES, Gkountaroulis D, Udupa D, Aiden AP, Corces VG, Phanstiel DH, Noble WS, Nir G, Di Pierro M, Seo JS, Talkowski ME, Aiden EL, Rowley MJ. Chromatin alternates between A and B compartments at kilobase scale for subgenic organization. Nat Commun 2023; 14:3303. [PMID: 37280210 PMCID: PMC10244318 DOI: 10.1038/s41467-023-38429-1] [Citation(s) in RCA: 67] [Impact Index Per Article: 33.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 04/28/2023] [Indexed: 06/08/2023] Open
Abstract
Nuclear compartments are prominent features of 3D chromatin organization, but sequencing depth limitations have impeded investigation at ultra fine-scale. CTCF loops are generally studied at a finer scale, but the impact of looping on proximal interactions remains enigmatic. Here, we critically examine nuclear compartments and CTCF loop-proximal interactions using a combination of in situ Hi-C at unparalleled depth, algorithm development, and biophysical modeling. Producing a large Hi-C map with 33 billion contacts in conjunction with an algorithm for performing principal component analysis on sparse, super massive matrices (POSSUMM), we resolve compartments to 500 bp. Our results demonstrate that essentially all active promoters and distal enhancers localize in the A compartment, even when flanking sequences do not. Furthermore, we find that the TSS and TTS of paused genes are often segregated into separate compartments. We then identify diffuse interactions that radiate from CTCF loop anchors, which correlate with strong enhancer-promoter interactions and proximal transcription. We also find that these diffuse interactions depend on CTCF's RNA binding domains. In this work, we demonstrate features of fine-scale chromatin organization consistent with a revised model in which compartments are more precise than commonly thought while CTCF loops are more protracted.
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Affiliation(s)
- Hannah L Harris
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, NE, USA
| | - Huiya Gu
- Center for Genome Architecture, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Moshe Olshansky
- Computational Biology and Clinical Informatics, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
| | - Ailun Wang
- Center for Theoretical Biological Physics, Northeastern University, Boston, MA, USA
| | - Irene Farabella
- CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BISB), 17 08028, Barcelona, Spain
- Integrative Nuclear Architecture Laboratory, Center for Human Technologies, Istituto Italiano di Tecnologia, Genova, Italy
| | - Yossi Eliaz
- Center for Genome Architecture, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Achyuth Kalluchi
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, NE, USA
| | - Akshay Krishna
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, NE, USA
| | - Mozes Jacobs
- Paul G. Allen School of Computer Science & Engineering, University of Washington, Seattle, WA, USA
| | - Gesine Cauer
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | - Melanie Pham
- Center for Genome Architecture, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Suhas S P Rao
- Center for Genome Architecture, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Olga Dudchenko
- Center for Genome Architecture, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Arina Omer
- Center for Genome Architecture, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | | | | | - Michael H Nichols
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - Eric S Davis
- Curriculum in Bioinformatics and Computational Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Dimos Gkountaroulis
- Center for Genome Architecture, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Devika Udupa
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, NE, USA
| | - Aviva Presser Aiden
- Center for Genome Architecture, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Victor G Corces
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
| | - Douglas H Phanstiel
- Curriculum in Bioinformatics and Computational Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Thurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC, USA
- Department of Cell Biology and Physiology, University of North Carolina, Chapel Hill, NC, USA
| | - William Stafford Noble
- Paul G. Allen School of Computer Science & Engineering, University of Washington, Seattle, WA, USA
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | - Guy Nir
- Department of Biochemistry and Molecular Biology, University of Texas Medical Branch, Galveston, TX, USA
| | - Michele Di Pierro
- Center for Theoretical Biological Physics, Northeastern University, Boston, MA, USA
- Department of Physics, Northeastern University, Boston, MA, USA
| | - Jeong-Sun Seo
- Macrogen Inc, Seoul, Republic of Korea
- Asian Genome Institute, Seoul National University Bundang Hospital, Gyeonggi-do, Republic of Korea
| | - Michael E Talkowski
- Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Harvard Medical School, Boston, MA, USA
- Program in Medical Population Genetics and Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Erez Lieberman Aiden
- Center for Genome Architecture, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA.
- Center for Theoretical Biological Physics, Rice University, Houston, TX, USA.
| | - M Jordan Rowley
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, NE, USA.
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