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Delvaux de Fenffe CM, Govers J, Mattiroli F. Always on the Move: Overview on Chromatin Dynamics within Nuclear Processes. Biochemistry 2025; 64:2138-2153. [PMID: 40312022 PMCID: PMC12096440 DOI: 10.1021/acs.biochem.5c00114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2025] [Revised: 04/04/2025] [Accepted: 04/08/2025] [Indexed: 05/03/2025]
Abstract
Our genome is organized into chromatin, a dynamic and modular structure made of nucleosomes. Chromatin organization controls access to the DNA sequence, playing a fundamental role in cell identity and function. How nucleosomes enable these processes is an active area of study. In this review, we provide an overview of chromatin dynamics, its properties, mechanisms, and functions. We highlight the diverse ways by which chromatin dynamics is controlled during transcription, DNA replication, and repair. Recent technological developments have promoted discoveries in this area, to which we provide an outlook on future research directions.
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Affiliation(s)
| | - Jolijn Govers
- Hubrecht Institute-KNAW & University
Medical Center Utrecht, Uppsalalaan 8, 3584 CTUtrecht, The Netherlands
| | - Francesca Mattiroli
- Hubrecht Institute-KNAW & University
Medical Center Utrecht, Uppsalalaan 8, 3584 CTUtrecht, The Netherlands
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2
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Shen Y, Liu Y, Guo M, Mao S, Chen R, Wang M, Li Z, Li Y, Chen W, Chen F, Wu B, Wang C, Chen W, Cui H, Yuan K, Huang H. DEK-nucleosome structure shows DEK modulates H3K27me3 and stem cell fate. Nat Struct Mol Biol 2025:10.1038/s41594-025-01559-9. [PMID: 40379883 DOI: 10.1038/s41594-025-01559-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2024] [Accepted: 04/11/2025] [Indexed: 05/19/2025]
Abstract
DEK is a highly conserved chromatin-associated oncoprotein that has important roles in regulating chromatin dynamics and stem cell fate. Dysregulation of DEK is associated with stem cell dysfunction and cancers, including acute myeloid leukemia. Despite its importance in chromatin regulation, the structural mechanisms underlying DEK's interaction with chromatin and its influence on gene regulation remain poorly understood. Here we combined cryogenic electron microscopy (cryo-EM), biochemical and cellular approaches to investigate the molecular mechanisms and functional importance of DEK's interaction with chromatin. Our cryo-EM structures reveal the structural basis of the DEK-nucleosome interaction. Biochemical and cellular results demonstrate that this interaction is crucial for DEK deposition onto chromatin. Furthermore, our results reveal that DEK safeguards mouse embryonic stem cells from acquiring primitive endoderm fates by modulating the repressive histone mark H3K27me3. Together, our study provides crucial molecular insights into the structure and function of DEK, establishing a framework for understanding its roles in chromatin biology and cell fate determination.
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Affiliation(s)
- Yunfan Shen
- Center for Medical Genetics, School of Life Sciences, Central South University, Changsha, China
- Hunan Key Laboratory of Molecular Precision Medicine, Department of Oncology, Xiangya Hospital, Central South University, Changsha, China
| | - Yanhong Liu
- Institute for Biological Electron Microscopy, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
- Department of Chemical Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
- Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Maochao Guo
- Institute for Biological Electron Microscopy, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
- Department of Chemical Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
- Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Song Mao
- Center for Medical Genetics, School of Life Sciences, Central South University, Changsha, China
- Hunan Key Laboratory of Molecular Precision Medicine, Department of Oncology, Xiangya Hospital, Central South University, Changsha, China
| | - Rui Chen
- Shenzhen Key Laboratory of Gene Regulation and Systems Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
- Department of Systems Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Mengran Wang
- Shenzhen Key Laboratory of Gene Regulation and Systems Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
- Department of Systems Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Zhengbo Li
- Institute for Biological Electron Microscopy, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
- Department of Chemical Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
- Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Yue Li
- Institute for Biological Electron Microscopy, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
- Department of Chemical Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
- Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Wan Chen
- Institute for Biological Electron Microscopy, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
- Department of Chemical Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
- Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Fang Chen
- Center for Medical Genetics, School of Life Sciences, Central South University, Changsha, China
- Hunan Key Laboratory of Molecular Precision Medicine, Department of Oncology, Xiangya Hospital, Central South University, Changsha, China
| | - Baixing Wu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Medical Research Center, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Medical Research Center, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Chongyuan Wang
- Center for Human Tissues and Organs Degeneration, Faculty of Pharmaceutical Sciences, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Wei Chen
- Shenzhen Key Laboratory of Gene Regulation and Systems Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
- Department of Systems Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Huanhuan Cui
- Shenzhen Key Laboratory of Gene Regulation and Systems Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China.
- Department of Systems Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China.
| | - Kai Yuan
- Center for Medical Genetics, School of Life Sciences, Central South University, Changsha, China.
- Hunan Key Laboratory of Molecular Precision Medicine, Department of Oncology, Xiangya Hospital, Central South University, Changsha, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China.
| | - Hongda Huang
- Institute for Biological Electron Microscopy, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China.
- Department of Chemical Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China.
- Key Laboratory of Molecular Design for Plant Cell Factory of Guangdong Higher Education Institutes, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China.
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3
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Hou Z, Zhang P. In-cell chromatin structure by Cryo-FIB and Cryo-ET. Curr Opin Struct Biol 2025; 92:103060. [PMID: 40349511 DOI: 10.1016/j.sbi.2025.103060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2025] [Revised: 04/14/2025] [Accepted: 04/15/2025] [Indexed: 05/14/2025]
Abstract
Chromatin, the complex of DNA and proteins that organises genetic material in eukaryotic cells, has been a focal point of biological research for over a century. Its structure determines critical functions such as gene regulation, DNA replication and chromosome segregation. Early models of chromatin were limited by technological constraints, but advancements in imaging, particularly X-ray and electron microscopy (EM), gradually unveiled its hierarchical organisation. The recent emergence of cryo-electron tomography (cryo-ET) coupled with cryo-focused ion beam (cryo-FIB) milling has revolutionised our understanding of chromatin organisation by providing native, three-dimensional (3D) views of various macromolecules and architectures of chromatin at unprecedented resolution. This review traces the historical progression of chromatin structural studies, from early EM and fluorescence microscopy to the transformative insights offered by cryo-ET, culminating in a synthesis of current knowledge and future directions.
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Affiliation(s)
- Zhen Hou
- Division of Structural Biology, Nuffield Department of Medicine, University of Oxford, Oxford, OX3 7BN, UK.
| | - Peijun Zhang
- Division of Structural Biology, Nuffield Department of Medicine, University of Oxford, Oxford, OX3 7BN, UK; Diamond Light Source, Harwell Science and Innovation Campus, Didcot, OX11 0DE, UK.
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4
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Ou HD, Phan S, Deerinck TJ, Inagaki A, Ellisman MH, O'Shea CC. ChromEMT: visualizing and reconstructing chromatin ultrastructure and 3D organization in situ. Nat Protoc 2025; 20:934-966. [PMID: 39613943 DOI: 10.1038/s41596-024-01071-2] [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: 11/25/2023] [Accepted: 09/12/2024] [Indexed: 12/01/2024]
Abstract
Structure determines function. The discovery of the DNA double-helix structure revealed how genetic information is stored and copied. In the mammalian cell nucleus, up to two meters of DNA is compacted by histones to form nucleosome/DNA particle chains that form euchromatin and heterochromatin domains, chromosome territories and mitotic chromosomes upon cell division. A critical question is what are the structures, interactions and 3D organization of DNA as chromatin in the nucleus and how do they determine DNA replication timing, gene expression and ultimately cell fate. To visualize genomic DNA across these different length scales in the nucleus, we developed ChromEMT, a method that selectively enhances the electron density and contrast of DNA and interacting nucleosome particles, which enables nucleosome chains, chromatin domains, chromatin ultrastructure and 3D organization to be imaged and reconstructed by using multi-tilt electron microscopy tomography (EMT). ChromEMT exploits a membrane-permeable, fluorescent DNA-binding dye, DRAQ5, which upon excitation drives the photo-oxidation and precipitation of diaminobenzidine polymers on the surface of DNA/nucleosome particles that are visible in the electron microscope when stained with osmium. Here, we describe a detailed protocol for ChromEMT, including DRAQ5 staining, photo-oxidation, sample preparation and multi-tilt EMT that can be applied broadly to reconstruct genomic DNA structure and 3D interactions in cells and tissues and different kingdoms of life. The entire procedure takes ~9 days and requires expertise in electron microscopy sample sectioning and acquisition of multi-tilt EMT data sets.
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Affiliation(s)
- Horng D Ou
- Molecular and Cell Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Sebastien Phan
- National Center for Microscopy and Imaging Research, University of California San Diego, La Jolla, CA, USA
- Department of Neurosciences, University of California San Diego, School of Medicine, La Jolla, CA, USA
| | - Thomas J Deerinck
- National Center for Microscopy and Imaging Research, University of California San Diego, La Jolla, CA, USA
- Department of Neurosciences, University of California San Diego, School of Medicine, La Jolla, CA, USA
| | - Akiko Inagaki
- Molecular and Cell Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Mark H Ellisman
- National Center for Microscopy and Imaging Research, University of California San Diego, La Jolla, CA, USA.
- Department of Neurosciences, University of California San Diego, School of Medicine, La Jolla, CA, USA.
| | - Clodagh C O'Shea
- Molecular and Cell Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA.
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5
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Li R, Lin X. Connected Chromatin Amplifies Acetylation-Modulated Nucleosome Interactions. Biochemistry 2025; 64:1222-1232. [PMID: 40029962 PMCID: PMC11925056 DOI: 10.1021/acs.biochem.4c00647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Revised: 02/13/2025] [Accepted: 02/18/2025] [Indexed: 03/19/2025]
Abstract
Histone acetylation is a key regulatory post-translational modification closely associated with gene transcription. In particular, H4K16 acetylation (H4K16ac) is a crucial gene activation marker that induces an open chromatin configuration. While previous studies have explored the effects of H4K16ac on nucleosome interactions, how this local modification affects higher-order chromatin organization remains unclear. To bridge the chemical modifications of these histone tail lysine residues to global chromatin structure, we utilized a residue-resolution coarse-grained chromatin model and enhanced sampling techniques to simulate charge-neutralization effects of histone acetylation on nucleosome stability, internucleosome interactions, and higher-order chromatin structure. Our simulations reveal that H4K16ac stabilizes a single nucleosome due to the reduced entropic contribution of histone tails during DNA unwrapping. In addition, acetylation modestly weakens internucleosome interactions by diminishing contacts between histone tails, DNA, and nucleosome acidic patches. These weakened interactions are amplified when nucleosomes are connected by linker DNA, where increases in linker DNA entry-exit angles lead to significant chromatin destacking and decompaction, exposing nucleosomes to transcriptional activity. Our findings suggest that the geometric constraint imposed by chromatin DNA plays a critical role in driving chromatin structural reorganization upon post-translational modifications.
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Affiliation(s)
- Rina Li
- Department
of Physics, North Carolina State University, Raleigh, North Carolina 27607, United States
| | - Xingcheng Lin
- Department
of Physics, North Carolina State University, Raleigh, North Carolina 27607, United States
- Bioinformatics
Research Center, North Carolina State University, Raleigh, North Carolina 27607, United States
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6
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Sun T, Korolev N, Lyubartsev AP, Nordenskiöld L. CG modeling of nucleosome arrays reveals the salt-dependent chromatin fiber conformational variability. J Chem Phys 2025; 162:024101. [PMID: 39774881 DOI: 10.1063/5.0242509] [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: 10/04/2024] [Accepted: 12/18/2024] [Indexed: 01/11/2025] Open
Abstract
Eukaryotic DNA is packaged in the cell nucleus into chromatin, composed of arrays of DNA-histone protein octamer complexes, the nucleosomes. Over the past decade, it has become clear that chromatin structure in vivo is not a hierarchy of well-organized folded nucleosome fibers but displays considerable conformational variability and heterogeneity. In vitro and in vivo studies, as well as computational modeling, have revealed that attractive nucleosome-nucleosome interaction with an essential role of nucleosome stacking defines chromatin compaction. The internal structure of compacted nucleosome arrays is regulated by the flexible and dynamic histone N-terminal tails. Since DNA is a highly negatively charged polyelectrolyte, electrostatic forces make a decisive contribution to chromatin formation and require the histones, particularly histone tails, to carry a significant positive charge. This also results in an essential role of mobile cations of the cytoplasm (K+, Na+, Mg2+) in regulating electrostatic interactions. Building on a previously successfully established bottom-up coarse-grained (CG) nucleosome model, we have developed a CG nucleosome array (chromatin fiber) model with the explicit presence of mobile ions and studied its conformational variability as a function of Na+ and Mg2+ ion concentration. With progressively elevated ion concentrations, we identified four main conformational states of nucleosome arrays characterized as extended, flexible, nucleosome-clutched, and globular fibers.
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Affiliation(s)
- Tiedong Sun
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore 637551, Singapore
| | - Nikolay Korolev
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore 637551, Singapore
| | - Alexander P Lyubartsev
- Department of Materials and Environmental Chemistry, Stockholm University, Svante Arrhenius väg 16C, Stockholm SE-106 91, Sweden
| | - Lars Nordenskiöld
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore 637551, Singapore
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7
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Zheng Q, Ren A, Zagalskaya A, Mao H, Lee D, Yang C, Bustillo KC, Wan LF, Pham TA, Reimer JA, Zhang J, Liu Y, Zheng H. Multistep Growth Pathway of Covalent Organic Framework Onion Nanostructures. J Am Chem Soc 2024; 146:34167-34175. [PMID: 39575868 DOI: 10.1021/jacs.4c14196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2024]
Abstract
The growth of complex organic macromolecular materials in solution is a pervasive phenomenon in both natural and synthetic systems, yet the underlying growth mechanisms remain largely unresolved. Using liquid-phase transmission electron microscopy (TEM), we elucidate the real-time growth pathways of covalent organic framework (COF) onion nanostructures, which involve graphitic layer formation, subsequent layer attachment, onion ring closure, and structural relaxation. This process is marked by variations in orientation and curvature, driven by the dynamic formation of the COF structure, which further regulates order-disorder transition and defect generation within the framework. Our in situ TEM characterizations provide valuable insights into how molecular arrangement drives the formation of complex nanostructures. We anticipate that direct imaging of COF nanostructure growth in liquids will open new opportunities for controlling COF crystal morphology, composition, and hierarchical structure development.
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Affiliation(s)
- Qi Zheng
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
- Department of Civil and Environmental Engineering, University of California, Berkeley, California 94720, United States
| | - Amy Ren
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Alexandra Zagalskaya
- Quantum Simulations Group and Laboratory for Energy Applications for the Future (LEAF), Materials Science Division, Lawrence Livermore National Laboratory, Livermore, California 94550, United States
| | - Haiyan Mao
- Department of Materials Science and Engineering, Stanford University, Stanford, California 94305, United States
| | - Daewon Lee
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
- Department of Materials Science and Engineering, University of California, Berkeley, California 94720, United States
| | - Chongqing Yang
- Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Karen C Bustillo
- Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Liwen F Wan
- Quantum Simulations Group and Laboratory for Energy Applications for the Future (LEAF), Materials Science Division, Lawrence Livermore National Laboratory, Livermore, California 94550, United States
| | - Tuan Anh Pham
- Quantum Simulations Group and Laboratory for Energy Applications for the Future (LEAF), Materials Science Division, Lawrence Livermore National Laboratory, Livermore, California 94550, United States
| | - Jeffrey A Reimer
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States
| | - Jian Zhang
- Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Yi Liu
- Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Haimei Zheng
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
- Department of Materials Science and Engineering, University of California, Berkeley, California 94720, United States
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8
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Liu J, McRae EKS, Zhang M, Geary C, Andersen ES, Ren G. Non-averaged single-molecule tertiary structures reveal RNA self-folding through individual-particle cryo-electron tomography. Nat Commun 2024; 15:9084. [PMID: 39433544 PMCID: PMC11494099 DOI: 10.1038/s41467-024-52914-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 09/23/2024] [Indexed: 10/23/2024] Open
Abstract
Large-scale and continuous conformational changes in the RNA self-folding process present significant challenges for structural studies, often requiring trade-offs between resolution and observational scope. Here, we utilize individual-particle cryo-electron tomography (IPET) to examine the post-transcriptional self-folding process of designed RNA origami 6-helix bundle with a clasp helix (6HBC). By avoiding selection, classification, averaging, or chemical fixation and optimizing cryo-ET data acquisition parameters, we reconstruct 120 three-dimensional (3D) density maps from 120 individual particles at an electron dose of no more than 168 e-Å-2, achieving averaged resolutions ranging from 23 to 35 Å, as estimated by Fourier shell correlation (FSC) at 0.5. Each map allows us to identify distinct RNA helices and determine a unique tertiary structure. Statistical analysis of these 120 structures confirms two reported conformations and reveals a range of kinetically trapped, intermediate, and highly compacted states, demonstrating a maturation folding landscape likely driven by helix-helix compaction interactions.
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Affiliation(s)
- Jianfang Liu
- The Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Ewan K S McRae
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, DK-8000, Aarhus, Denmark
- Center for RNA Therapeutics, Houston Methodist Research Institute, Houston, TX, 77030, USA
| | - Meng Zhang
- The Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
- California Institute for Quantitative Biosciences, University of California, Berkeley, CA, 94720, USA
| | - Cody Geary
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, DK-8000, Aarhus, Denmark
- Center for Molecular Biology of Heidelberg University (ZMBH), Heidelberg University, 69120, Heidelberg, Germany
| | - Ebbe Sloth Andersen
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, DK-8000, Aarhus, Denmark.
| | - Gang Ren
- The Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA.
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9
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Clerkin AB, Pagane N, West DW, Spakowitz AJ, Risca VI. Determining mesoscale chromatin structure parameters from spatially correlated cleavage data using a coarse-grained oligonucleosome model. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.28.605011. [PMID: 39131347 PMCID: PMC11312488 DOI: 10.1101/2024.07.28.605011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 08/13/2024]
Abstract
The three-dimensional structure of chromatin has emerged as an important feature of eukaryotic gene regulation. Recent technological advances in DNA sequencing-based assays have revealed locus- and chromatin state-specific structural patterns at the length scale of a few nucleosomes (~1 kb). However, interpreting these data sets remains challenging. Radiation-induced correlated cleavage of chromatin (RICC-seq) is one such chromatin structure assay that maps DNA-DNA-contacts at base pair resolution by sequencing single-stranded DNA fragments released from irradiated cells. Here, we develop a flexible modeling and simulation framework to enable the interpretation of RICC-seq data in terms of oligonucleosome structure ensembles. Nucleosomes are modeled as rigid bodies with excluded volume and adjustable DNA wrapping, connected by linker DNA modeled as a worm-like chain. We validate the model's parameters against cryo-electron microscopy and sedimentation data. Our results show that RICC-seq is sensitive to nucleosome spacing, nucleosomal DNA wrapping, and the strength of inter-nucleosome interactions. We show that nucleosome repeat lengths consistent with orthogonal assays can be extracted from experimental RICC-seq data using a 1D convolutional neural net trained on RICC-seq signal predicted from simulated ensembles. We thus provide a suite of analysis tools that add quantitative structural interpretability to RICC-seq experiments.
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Affiliation(s)
- Ariana Brenner Clerkin
- Laboratory of Genome Architecture and Dynamics, The Rockefeller University, New York, NY
- Tri-Institutional PhD Program in Computational Biology and Medicine, Cornell University, New York, NY
| | - Nicole Pagane
- Present affiliation: Computational and Systems Biology PhD Program, Massachusetts Institute of Technology, Cambridge, MA
| | - Devany W. West
- Laboratory of Genome Architecture and Dynamics, The Rockefeller University, New York, NY
| | | | - Viviana I. Risca
- Laboratory of Genome Architecture and Dynamics, The Rockefeller University, New York, NY
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