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Yang Z, Shao W, Matsuda Y, Song L. iResNetDM: An interpretable deep learning approach for four types of DNA methylation modification prediction. Comput Struct Biotechnol J 2024; 23:4214-4221. [PMID: 39650332 PMCID: PMC11621598 DOI: 10.1016/j.csbj.2024.11.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 10/11/2024] [Accepted: 11/02/2024] [Indexed: 12/11/2024] Open
Abstract
Motivation Although several computational methods for predicting DNA methylation modifications have been developed, two main limitations persist: 1) All of the models are currently confined to binary predictors, which merely determine the presence or absence of DNA methylation modifications and thus prevent comprehensive analyses of the interrelations among varied modification types. Multi-class classification models for RNA modifications have been developed, and a comparable approach for DNA is essential. 2) Few previous studies offer adequate explanations of how models make decisions, instead relying on the extraction and visualization of attention matrices, which have identified few motifs and do not provide sufficient insights into the model decision-making process. Result In this study, we introduce the task of DNA methylation modification prediction as a multi-class classification problem for the first time. We present iResNetDM, a deep learning model that integrates Residual Networks (ResNet) with self-attention mechanisms. To the best of our knowledge, iResNetDM is the first model capable of distinguishing between four types of DNA methylation modifications. Our model not only demonstrates good performance across various DNA methylation modifications but can also capture relationships between different types of modifications. We used the integrated gradients technique to enhance the interpretability of the iResNetDM. This method can effectively elucidate the model's decision-making process, thus enabling the successful identification of multiple motifs. Notably, our model displays remarkable robustness, and can effectively identify unique motifs across different methylation modifications. We also compared the motifs discovered in various modifications and found that some had notable sequence similarities, suggesting that they may be subject to different types of modifications. This finding highlights the potential importance of these motifs in gene regulation.
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Affiliation(s)
- Zerui Yang
- Department of Chemistry, City University of Hong Kong, Hong Kong
- City University of Hong Kong Shenzhen Research Institute
| | - Wei Shao
- Department of Computer Science, City University of Hong Kong, Hong Kong
| | - Yudai Matsuda
- Department of Chemistry, City University of Hong Kong, Hong Kong
| | - Linqi Song
- City University of Hong Kong Shenzhen Research Institute
- Department of Computer Science, City University of Hong Kong, Hong Kong
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2
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Delamarre A, Bailey B, Yavid J, Koche R, Mohibullah N, Whitehouse I. Chromatin architecture mapping by multiplex proximity tagging. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.12.623258. [PMID: 39605487 PMCID: PMC11601423 DOI: 10.1101/2024.11.12.623258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Chromatin plays a pivotal role in genome expression, maintenance, and replication. To better understand chromatin organization, we developed a novel proximity-tagging method which assigns unique DNA barcodes to molecules that associate in 3D space. Using this method - Proximity Copy Paste (PCP) - we mapped the connectivity of individual nucleosomes in Saccharomyces cerevisiae . We show that chromatin is predominantly organized into regularly spaced nucleosome arrays whose properties differ according to transcriptional activity. Additionally, by mapping long-range, multi-way interactions we provide evidence that metaphase chromosomes are compacted by arrayed cohesin hubs. Using single-molecule nuclease footprinting data we define distinct chromatin states within a mixed population to show that noncanonical nucleosomes are a stable feature of chromatin. PCP is a versatile method allowing the connectivity of individual molecules to be mapped at high-resolution.
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3
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Tan WY, Nagabhyrava S, Ang-Olson O, Das P, Ladel L, Sailo B, He L, Sharma A, Ahuja N. Translation of Epigenetics in Cell-Free DNA Liquid Biopsy Technology and Precision Oncology. Curr Issues Mol Biol 2024; 46:6533-6565. [PMID: 39057032 PMCID: PMC11276574 DOI: 10.3390/cimb46070390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 06/21/2024] [Accepted: 06/23/2024] [Indexed: 07/28/2024] Open
Abstract
Technological advancements in cell-free DNA (cfDNA) liquid biopsy have triggered exponential growth in numerous clinical applications. While cfDNA-based liquid biopsy has made significant strides in personalizing cancer treatment, the exploration and translation of epigenetics in liquid biopsy to clinical practice is still nascent. This comprehensive review seeks to provide a broad yet in-depth narrative of the present status of epigenetics in cfDNA liquid biopsy and its associated challenges. It highlights the potential of epigenetics in cfDNA liquid biopsy technologies with the hopes of enhancing its clinical translation. The momentum of cfDNA liquid biopsy technologies in recent years has propelled epigenetics to the forefront of molecular biology. We have only begun to reveal the true potential of epigenetics in both our understanding of disease and leveraging epigenetics in the diagnostic and therapeutic domains. Recent clinical applications of epigenetics-based cfDNA liquid biopsy revolve around DNA methylation in screening and early cancer detection, leading to the development of multi-cancer early detection tests and the capability to pinpoint tissues of origin. The clinical application of epigenetics in cfDNA liquid biopsy in minimal residual disease, monitoring, and surveillance are at their initial stages. A notable advancement in fragmentation patterns analysis has created a new avenue for epigenetic biomarkers. However, the widespread application of cfDNA liquid biopsy has many challenges, including biomarker sensitivity, specificity, logistics including infrastructure and personnel, data processing, handling, results interpretation, accessibility, and cost effectiveness. Exploring and translating epigenetics in cfDNA liquid biopsy technology can transform our understanding and perception of cancer prevention and management. cfDNA liquid biopsy has great potential in precision oncology to revolutionize conventional ways of early cancer detection, monitoring residual disease, treatment response, surveillance, and drug development. Adapting the implementation of liquid biopsy workflow to the local policy worldwide and developing point-of-care testing holds great potential to overcome global cancer disparity and improve cancer outcomes.
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Affiliation(s)
- Wan Ying Tan
- Department of Surgery, Yale School of Medicine, New Haven, CT 06520-8000, USA; (W.Y.T.); (P.D.); (L.L.); (B.S.); (L.H.)
- Department of Internal Medicine, Norwalk Hospital, Norwalk, CT 06850, USA
- Hematology & Oncology, Neag Comprehensive Cancer Center, UConn Health, Farmington, CT 06030, USA
| | | | - Olivia Ang-Olson
- Department of Surgery, Yale School of Medicine, New Haven, CT 06520-8000, USA; (W.Y.T.); (P.D.); (L.L.); (B.S.); (L.H.)
| | - Paromita Das
- Department of Surgery, Yale School of Medicine, New Haven, CT 06520-8000, USA; (W.Y.T.); (P.D.); (L.L.); (B.S.); (L.H.)
| | - Luisa Ladel
- Department of Surgery, Yale School of Medicine, New Haven, CT 06520-8000, USA; (W.Y.T.); (P.D.); (L.L.); (B.S.); (L.H.)
- Department of Internal Medicine, Norwalk Hospital, Norwalk, CT 06850, USA
| | - Bethsebie Sailo
- Department of Surgery, Yale School of Medicine, New Haven, CT 06520-8000, USA; (W.Y.T.); (P.D.); (L.L.); (B.S.); (L.H.)
| | - Linda He
- Department of Surgery, Yale School of Medicine, New Haven, CT 06520-8000, USA; (W.Y.T.); (P.D.); (L.L.); (B.S.); (L.H.)
| | - Anup Sharma
- Department of Surgery, Yale School of Medicine, New Haven, CT 06520-8000, USA; (W.Y.T.); (P.D.); (L.L.); (B.S.); (L.H.)
| | - Nita Ahuja
- Department of Surgery, Yale School of Medicine, New Haven, CT 06520-8000, USA; (W.Y.T.); (P.D.); (L.L.); (B.S.); (L.H.)
- Department of Pathology, Yale School of Medicine, New Haven, CT 06520-8000, USA
- Biological and Biomedical Sciences Program (BBS), Yale University, New Haven, CT 06520-8084, USA
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4
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Zhang J, Zhao H, Zou B, Li H, Dong S, Guan J, Wang C, Li W, Liu Y, Chen Y, Rasheed N, He J. Cryo-EM structure and functional analysis of the chromatin remodeler RSF. Acta Crystallogr F Struct Biol Commun 2024; 80:125-134. [PMID: 38818823 PMCID: PMC11189100 DOI: 10.1107/s2053230x24004655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2024] [Accepted: 05/19/2024] [Indexed: 06/01/2024] Open
Abstract
The RSF complex belongs to the ISWI chromatin-remodeling family and is composed of two subunits: RSF1 (remodeling and spacing factor 1) and SNF2h (sucrose nonfermenting protein 2 homolog). The RSF complex participates in nucleosome spacing and assembly, and subsequently promotes nucleosome maturation. Although SNF2h has been extensively studied in the last few years, the structural and functional properties of the remodeler RSF1 still remain vague. Here, a cryo-EM structure of the RSF-nucleosome complex is reported. The 3D model shows a two-lobe architecture of RSF, and the structure of the RSF-nucleosome (flanked with linker DNA) complex shows that the RSF complex moves the DNA away from the histone octamer surface at the DNA-entry point. Additionally, a nucleosome-sliding assay and a restriction-enzyme accessibility assay show that the RSF1 subunit may cause changes in the chromatin-remodeling properties of SNF2h. As a `nucleosome ruler', the results of an RSF-dinucleosome binding affinity test led to the proposal that the critical distance that RSF `measures' between two nucleosomes is about 24 base pairs.
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Affiliation(s)
- Jiale Zhang
- CAS Key Laboratory of Regenerative Biology Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine GIBH–HKU Guangdong–Hong Kong Stem Cell and Regenerative Medicine Research Centre GIBH–CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine Guangzhou Institutes of Biomedicine and Health, Chinese Academy of SciencesGuangzhouGuangdongPeople’s Republic of China
- University of Chinese Academy of SciencesBeijingPeople’s Republic of China
| | - Heyu Zhao
- CAS Key Laboratory of Regenerative Biology Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine GIBH–HKU Guangdong–Hong Kong Stem Cell and Regenerative Medicine Research Centre GIBH–CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine Guangzhou Institutes of Biomedicine and Health, Chinese Academy of SciencesGuangzhouGuangdongPeople’s Republic of China
- University of Chinese Academy of SciencesBeijingPeople’s Republic of China
| | - Binqian Zou
- CAS Key Laboratory of Regenerative Biology Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine GIBH–HKU Guangdong–Hong Kong Stem Cell and Regenerative Medicine Research Centre GIBH–CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine Guangzhou Institutes of Biomedicine and Health, Chinese Academy of SciencesGuangzhouGuangdongPeople’s Republic of China
| | - Huadong Li
- Faculty of Health Sciences, University of Macau, Macau SAR, People’s Republic of China
| | - Shuqi Dong
- CAS Key Laboratory of Regenerative Biology Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine GIBH–HKU Guangdong–Hong Kong Stem Cell and Regenerative Medicine Research Centre GIBH–CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine Guangzhou Institutes of Biomedicine and Health, Chinese Academy of SciencesGuangzhouGuangdongPeople’s Republic of China
- University of Chinese Academy of SciencesBeijingPeople’s Republic of China
| | - Jiali Guan
- CAS Key Laboratory of Regenerative Biology Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine GIBH–HKU Guangdong–Hong Kong Stem Cell and Regenerative Medicine Research Centre GIBH–CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine Guangzhou Institutes of Biomedicine and Health, Chinese Academy of SciencesGuangzhouGuangdongPeople’s Republic of China
- University of Chinese Academy of SciencesBeijingPeople’s Republic of China
| | - Chi Wang
- School of Life SciencesUniversity of Science and Technology of ChinaHefeiAnhuiPeople’s Republic of China
| | - Weijie Li
- Tomas Lindahl Nobel Laureate Laboratory, The Seventh Affiliated Hospital, Sun Yat-Sen University, Shenzhen, Guangdong, People’s Republic of China
| | - Yutong Liu
- CAS Key Laboratory of Regenerative Biology Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine GIBH–HKU Guangdong–Hong Kong Stem Cell and Regenerative Medicine Research Centre GIBH–CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine Guangzhou Institutes of Biomedicine and Health, Chinese Academy of SciencesGuangzhouGuangdongPeople’s Republic of China
| | - Yingying Chen
- CAS Key Laboratory of Regenerative Biology Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine GIBH–HKU Guangdong–Hong Kong Stem Cell and Regenerative Medicine Research Centre GIBH–CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine Guangzhou Institutes of Biomedicine and Health, Chinese Academy of SciencesGuangzhouGuangdongPeople’s Republic of China
| | - Nadia Rasheed
- CAS Key Laboratory of Regenerative Biology Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine GIBH–HKU Guangdong–Hong Kong Stem Cell and Regenerative Medicine Research Centre GIBH–CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine Guangzhou Institutes of Biomedicine and Health, Chinese Academy of SciencesGuangzhouGuangdongPeople’s Republic of China
| | - Jun He
- CAS Key Laboratory of Regenerative Biology Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine GIBH–HKU Guangdong–Hong Kong Stem Cell and Regenerative Medicine Research Centre GIBH–CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine Guangzhou Institutes of Biomedicine and Health, Chinese Academy of SciencesGuangzhouGuangdongPeople’s Republic of China
- Key Laboratory of Biological Targeting Diagnosis, Therapy and Rehabilitation of Guangdong Higher Education InstitutesThe Fifth Affiliated Hospital of Guangzhou Medical UniversityGuangzhouGuangdongPeople’s Republic of China
- State Key Laboratory of Respiratory Disease CAS Key Laboratory of Regenerative Biology Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine Guangzhou Institutes of Biomedicine and Health, Chinese Academy of ScienceGuangzhouGuangdongPeople’s Republic of China
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5
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Jacob DR, Guiblet WM, Mamayusupova H, Shtumpf M, Ciuta I, Ruje L, Gretton S, Bikova M, Correa C, Dellow E, Agrawal SP, Shafiei N, Drobysevskaja A, Armstrong CM, Lam JDG, Vainshtein Y, Clarkson CT, Thorn GJ, Sohn K, Pradeepa MM, Chandrasekharan S, Brooke GN, Klenova E, Zhurkin VB, Teif VB. Nucleosome reorganisation in breast cancer tissues. Clin Epigenetics 2024; 16:50. [PMID: 38561804 PMCID: PMC10986098 DOI: 10.1186/s13148-024-01656-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 03/11/2024] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND Nucleosome repositioning in cancer is believed to cause many changes in genome organisation and gene expression. Understanding these changes is important to elucidate fundamental aspects of cancer. It is also important for medical diagnostics based on cell-free DNA (cfDNA), which originates from genomic DNA regions protected from digestion by nucleosomes. RESULTS We have generated high-resolution nucleosome maps in paired tumour and normal tissues from the same breast cancer patients using MNase-assisted histone H3 ChIP-seq and compared them with the corresponding cfDNA from blood plasma. This analysis has detected single-nucleosome repositioning at key regulatory regions in a patient-specific manner and common cancer-specific patterns across patients. The nucleosomes gained in tumour versus normal tissue were particularly informative of cancer pathways, with ~ 20-fold enrichment at CpG islands, a large fraction of which marked promoters of genes encoding DNA-binding proteins. The tumour tissues were characterised by a 5-10 bp decrease in the average distance between nucleosomes (nucleosome repeat length, NRL), which is qualitatively similar to the differences between pluripotent and differentiated cells. This effect was correlated with gene activity, differential DNA methylation and changes in local occupancy of linker histone variants H1.4 and H1X. CONCLUSIONS Our study offers a novel resource of high-resolution nucleosome maps in breast cancer patients and reports for the first time the effect of systematic decrease of NRL in paired tumour versus normal breast tissues from the same patient. Our findings provide a new mechanistic understanding of nucleosome repositioning in tumour tissues that can be valuable for patient diagnostics, stratification and monitoring.
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Affiliation(s)
- Divya R Jacob
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK
| | - Wilfried M Guiblet
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Hulkar Mamayusupova
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK
| | - Mariya Shtumpf
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK
| | - Isabella Ciuta
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK
| | - Luminita Ruje
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK
| | - Svetlana Gretton
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK
- School of Engineering, Arts, Science and Technology, University of Suffolk, James Hehir Building, University Avenue, Ipswich, Suffolk, IP3 0FS, UK
| | - Milena Bikova
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK
| | - Clark Correa
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK
| | - Emily Dellow
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK
| | - Shivam P Agrawal
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK
| | - Navid Shafiei
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK
| | | | - Chris M Armstrong
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK
| | - Jonathan D G Lam
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK
| | - Yevhen Vainshtein
- Fraunhofer-Institut für Grenzflächen- und Bioverfahrenstechnik IGB, Nobelstraße 12, 70569, Stuttgart, Germany
| | - Christopher T Clarkson
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK
- University College London, Gower St, Bloomsbury, London, WC1E 6BT, UK
| | - Graeme J Thorn
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ, UK
| | - Kai Sohn
- Fraunhofer-Institut für Grenzflächen- und Bioverfahrenstechnik IGB, Nobelstraße 12, 70569, Stuttgart, Germany
| | - Madapura M Pradeepa
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, E1 2AT, UK
| | - Sankaran Chandrasekharan
- Colchester General Hospital, East Suffolk and North Essex NHS Foundation Trust, Turner Road, Colchester, CO4 5JL, UK
| | - Greg N Brooke
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK
| | - Elena Klenova
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK
| | - Victor B Zhurkin
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA.
| | - Vladimir B Teif
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK.
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6
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Sekine SI, Ehara H, Kujirai T, Kurumizaka H. Structural perspectives on transcription in chromatin. Trends Cell Biol 2024; 34:211-224. [PMID: 37596139 DOI: 10.1016/j.tcb.2023.07.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 07/17/2023] [Accepted: 07/24/2023] [Indexed: 08/20/2023]
Abstract
In eukaryotes, all genetic processes take place in the cell nucleus, where DNA is packaged as chromatin in 'beads-on-a-string' nucleosome arrays. RNA polymerase II (RNAPII) transcribes protein-coding and many non-coding genes in this chromatin environment. RNAPII elongates RNA while passing through multiple nucleosomes and maintaining the integrity of the chromatin structure. Recent structural studies have shed light on the detailed mechanisms of this process, including how transcribing RNAPII progresses through a nucleosome and reassembles it afterwards, and how transcription elongation factors, chromatin remodelers, and histone chaperones participate in these processes. Other studies have also illuminated the crucial role of nucleosomes in preinitiation complex assembly and transcription initiation. In this review we outline these advances and discuss future perspectives.
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Affiliation(s)
- Shun-Ichi Sekine
- Laboratory for Transcription Structural Biology, RIKEN Center for Biosystems Dynamics Research, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama 230-0045, Japan.
| | - Haruhiko Ehara
- Laboratory for Transcription Structural Biology, RIKEN Center for Biosystems Dynamics Research, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama 230-0045, Japan
| | - Tomoya Kujirai
- Laboratory for Transcription Structural Biology, RIKEN Center for Biosystems Dynamics Research, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama 230-0045, Japan; Laboratory of Chromatin Structure and Function, Institute for Quantitative Biosciences, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-0032, Japan
| | - Hitoshi Kurumizaka
- Laboratory for Transcription Structural Biology, RIKEN Center for Biosystems Dynamics Research, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama 230-0045, Japan; Laboratory of Chromatin Structure and Function, Institute for Quantitative Biosciences, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-0032, Japan.
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7
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Willemin A, Szabó D, Pombo A. Epigenetic regulatory layers in the 3D nucleus. Mol Cell 2024; 84:415-428. [PMID: 38242127 PMCID: PMC10872226 DOI: 10.1016/j.molcel.2023.12.032] [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: 07/26/2023] [Revised: 11/21/2023] [Accepted: 12/15/2023] [Indexed: 01/21/2024]
Abstract
Nearly 7 decades have elapsed since Francis Crick introduced the central dogma of molecular biology, as part of his ideas on protein synthesis, setting the fundamental rules of sequence information transfer from DNA to RNAs and proteins. We have since learned that gene expression is finely tuned in time and space, due to the activities of RNAs and proteins on regulatory DNA elements, and through cell-type-specific three-dimensional conformations of the genome. Here, we review major advances in genome biology and discuss a set of ideas on gene regulation and highlight how various biomolecular assemblies lead to the formation of structural and regulatory features within the nucleus, with roles in transcriptional control. We conclude by suggesting further developments that will help capture the complex, dynamic, and often spatially restricted events that govern gene expression in mammalian cells.
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Affiliation(s)
- Andréa Willemin
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin Institute for Medical Systems Biology (BIMSB), Epigenetic Regulation and Chromatin Architecture Group, Berlin, Germany; Humboldt-Universität zu Berlin, Institute for Biology, Berlin, Germany.
| | - Dominik Szabó
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin Institute for Medical Systems Biology (BIMSB), Epigenetic Regulation and Chromatin Architecture Group, Berlin, Germany; Humboldt-Universität zu Berlin, Institute for Biology, Berlin, Germany
| | - Ana Pombo
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin Institute for Medical Systems Biology (BIMSB), Epigenetic Regulation and Chromatin Architecture Group, Berlin, Germany; Humboldt-Universität zu Berlin, Institute for Biology, Berlin, Germany.
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8
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Boltengagen M, Verhagen D, Wolff MR, Oberbeckmann E, Hanke M, Gerland U, Korber P, Mueller-Planitz F. A single fiber view of the nucleosome organization in eukaryotic chromatin. Nucleic Acids Res 2024; 52:166-185. [PMID: 37994698 PMCID: PMC10783498 DOI: 10.1093/nar/gkad1098] [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: 02/07/2023] [Revised: 10/13/2023] [Accepted: 10/31/2023] [Indexed: 11/24/2023] Open
Abstract
Eukaryotic cells are thought to arrange nucleosomes into extended arrays with evenly spaced nucleosomes phased at genomic landmarks. Here we tested to what extent this stereotypic organization describes the nucleosome organization in Saccharomyces cerevisiae using Fiber-Seq, a long-read sequencing technique that maps entire nucleosome arrays on individual chromatin fibers in a high throughput manner. With each fiber coming from a different cell, Fiber-Seq uncovers cell-to-cell heterogeneity. The long reads reveal the nucleosome architecture even over repetitive DNA such as the ribosomal DNA repeats. The absolute nucleosome occupancy, a parameter that is difficult to obtain with conventional sequencing approaches, is a direct readout of Fiber-Seq. We document substantial deviations from the stereotypical nucleosome organization with unexpectedly long linker DNAs between nucleosomes, gene bodies missing entire nucleosomes, cell-to-cell heterogeneity in nucleosome occupancy, heterogeneous phasing of arrays and irregular nucleosome spacing. Nucleosome array structures are indistinguishable throughout the gene body and with respect to the direction of transcription arguing against transcription promoting array formation. Acute nucleosome depletion destroyed most of the array organization indicating that nucleosome remodelers cannot efficiently pack nucleosomes under those conditions. Given that nucleosomes are cis-regulatory elements, the cell-to-cell heterogeneity uncovered by Fiber-Seq provides much needed information to understand chromatin structure and function.
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Affiliation(s)
- Mark Boltengagen
- Institute of Physiological Chemistry, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstraße 74, 01307 Dresden, Germany
| | - Daan Verhagen
- Institute of Physiological Chemistry, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstraße 74, 01307 Dresden, Germany
- Molecular Biology, Biomedical Center (BMC), Faculty of Medicine, Ludwig-Maximilians-Universität München, 82152 Planegg-Martinsried, Germany
| | - Michael Roland Wolff
- Institute of Physiological Chemistry, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstraße 74, 01307 Dresden, Germany
- Physics of Complex Biosystems, Physics Department, Technical University of Munich, Garching, Germany
| | - Elisa Oberbeckmann
- Molecular Biology, Biomedical Center (BMC), Faculty of Medicine, Ludwig-Maximilians-Universität München, 82152 Planegg-Martinsried, Germany
| | - Matthias Hanke
- Physics of Complex Biosystems, Physics Department, Technical University of Munich, Garching, Germany
| | - Ulrich Gerland
- Physics of Complex Biosystems, Physics Department, Technical University of Munich, Garching, Germany
| | - Philipp Korber
- Molecular Biology, Biomedical Center (BMC), Faculty of Medicine, Ludwig-Maximilians-Universität München, 82152 Planegg-Martinsried, Germany
| | - Felix Mueller-Planitz
- Institute of Physiological Chemistry, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstraße 74, 01307 Dresden, Germany
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9
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Oleinikov PD, Fedulova AS, Armeev GA, Motorin NA, Singh-Palchevskaia L, Sivkina AL, Feskin PG, Glukhov GS, Afonin DA, Komarova GA, Kirpichnikov MP, Studitsky VM, Feofanov AV, Shaytan AK. Interactions of Nucleosomes with Acidic Patch-Binding Peptides: A Combined Structural Bioinformatics, Molecular Modeling, Fluorescence Polarization, and Single-Molecule FRET Study. Int J Mol Sci 2023; 24:15194. [PMID: 37894874 PMCID: PMC10606924 DOI: 10.3390/ijms242015194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 10/08/2023] [Accepted: 10/11/2023] [Indexed: 10/29/2023] Open
Abstract
In eukaryotic organisms, genomic DNA associates with histone proteins to form nucleosomes. Nucleosomes provide a basis for genome compaction, epigenetic markup, and mediate interactions of nuclear proteins with their target DNA loci. A negatively charged (acidic) patch located on the H2A-H2B histone dimer is a characteristic feature of the nucleosomal surface. The acidic patch is a common site in the attachment of various chromatin proteins, including viral ones. Acidic patch-binding peptides present perspective compounds that can be used to modulate chromatin functioning by disrupting interactions of nucleosomes with natural proteins or alternatively targeting artificial moieties to the nucleosomes, which may be beneficial for the development of new therapeutics. In this work, we used several computational and experimental techniques to improve our understanding of how peptides may bind to the acidic patch and what are the consequences of their binding. Through extensive analysis of the PDB database, histone sequence analysis, and molecular dynamic simulations, we elucidated common binding patterns and key interactions that stabilize peptide-nucleosome complexes. Through MD simulations and FRET measurements, we characterized changes in nucleosome dynamics conferred by peptide binding. Using fluorescence polarization and gel electrophoresis, we evaluated the affinity and specificity of the LANA1-22 peptide to DNA and nucleosomes. Taken together, our study provides new insights into the different patterns of intermolecular interactions that can be employed by natural and designed peptides to bind to nucleosomes, and the effects of peptide binding on nucleosome dynamics and stability.
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Affiliation(s)
- Pavel D. Oleinikov
- Department of Biology, Lomonosov Moscow State University, 119234 Moscow, Russia
| | | | - Grigoriy A. Armeev
- Department of Biology, Lomonosov Moscow State University, 119234 Moscow, Russia
| | - Nikita A. Motorin
- Department of Biology, Lomonosov Moscow State University, 119234 Moscow, Russia
| | | | - Anastasiia L. Sivkina
- Department of Biology, Lomonosov Moscow State University, 119234 Moscow, Russia
- Laboratory of Structural-Functional Organization of Chromosomes, Institute of Gene Biology, Russian Academy of Sciences, 119334 Moscow, Russia
| | - Pavel G. Feskin
- Department of Biology, Lomonosov Moscow State University, 119234 Moscow, Russia
| | - Grigory S. Glukhov
- Department of Biology, Lomonosov Moscow State University, 119234 Moscow, Russia
- Faculty of Biology, MSU-BIT Shenzhen University, Shenzhen 518172, China
| | - Dmitry A. Afonin
- Department of Biology, Lomonosov Moscow State University, 119234 Moscow, Russia
| | - Galina A. Komarova
- Department of Physics, Lomonosov Moscow State University, 119234 Moscow, Russia
| | - Mikhail P. Kirpichnikov
- Department of Biology, Lomonosov Moscow State University, 119234 Moscow, Russia
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, 117997 Moscow, Russia
| | - Vasily M. Studitsky
- Department of Biology, Lomonosov Moscow State University, 119234 Moscow, Russia
- Fox Chase Cancer Center, Philadelphia, PA 19111, USA
| | - Alexey V. Feofanov
- Department of Biology, Lomonosov Moscow State University, 119234 Moscow, Russia
| | - Alexey K. Shaytan
- Department of Biology, Lomonosov Moscow State University, 119234 Moscow, Russia
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10
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Mondal A, Kolomeisky AB. Role of Nucleosome Sliding in the Protein Target Search for Covered DNA Sites. J Phys Chem Lett 2023; 14:7073-7082. [PMID: 37527481 DOI: 10.1021/acs.jpclett.3c01704] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/03/2023]
Abstract
Associations of transcription factors (TFs) with specific sites on DNA initiate major cellular processes. But DNA in eukaryotic cells is covered by nucleosomes which prevent TFs from binding. However, nucleosome structures on DNA are not static and exhibit breathing and sliding. We develop a theoretical framework to investigate the effect of nucleosome sliding on a protein target search. By analysis of a discrete-state stochastic model of nucleosome sliding, search dynamics are explicitly evaluated. It is found that for long sliding lengths the target search dynamics are faster for normal TFs that cannot enter the nucleosomal DNA. But for more realistic short sliding lengths, the so-called pioneer TFs, which can invade nucleosomal DNA, locate specific sites faster. It is also suggested that nucleosome breathing, which is a faster process, has a stronger effect on protein search dynamics than that of nucleosome sliding. Theoretical arguments to explain these observations are presented.
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Affiliation(s)
- Anupam Mondal
- Center for Theoretical Biological Physics, Rice University, Houston, Texas 77005, United States
- Department of Chemistry, Rice University, Houston, Texas 77005, United States
| | - Anatoly B Kolomeisky
- Center for Theoretical Biological Physics, Rice University, Houston, Texas 77005, United States
- Department of Chemistry, Rice University, Houston, Texas 77005, United States
- Department of Chemical and Biomolecular Engineering, Rice University, Houston, Texas 77005, United States
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11
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Smrt ST, Gonzalez Salguero N, Thomas JK, Zandian M, Poirier MG, Jaroniec CP. Histone H3 core domain in chromatin with different DNA linker lengths studied by 1H-Detected solid-state NMR spectroscopy. Front Mol Biosci 2023; 9:1106588. [PMID: 36660422 PMCID: PMC9846530 DOI: 10.3389/fmolb.2022.1106588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 12/20/2022] [Indexed: 01/06/2023] Open
Abstract
Chromatin, a dynamic protein-DNA complex that regulates eukaryotic genome accessibility and essential functions, is composed of nucleosomes connected by linker DNA with each nucleosome consisting of DNA wrapped around an octamer of histones H2A, H2B, H3 and H4. Magic angle spinning solid-state nuclear magnetic resonance (NMR) spectroscopy can yield unique insights into histone structure and dynamics in condensed nucleosomes and nucleosome arrays representative of chromatin at physiological concentrations. Recently we used J-coupling-based solid-state NMR methods to investigate with residue-specific resolution the conformational dynamics of histone H3 N-terminal tails in 16-mer nucleosome arrays containing 15, 30 or 60 bp DNA linkers. Here, we probe the H3 core domain in the 16-mer arrays as a function of DNA linker length via dipolar coupling-based 1H-detected solid-state NMR techniques. Specifically, we established nearly complete assignments of backbone chemical shifts for H3 core residues in arrays with 15-60 bp DNA linkers reconstituted with 2H,13C,15N-labeled H3. Overall, these chemical shifts were similar irrespective of the DNA linker length indicating no major changes in H3 core conformation. Notably, however, multiple residues at the H3-nucleosomal DNA interface in arrays with 15 bp DNA linkers exhibited relatively pronounced differences in chemical shifts and line broadening compared to arrays with 30 and 60 bp linkers. These findings are consistent with increased heterogeneity in nucleosome packing and structural strain within arrays containing short DNA linkers that likely leads to side-chains of these interfacial residues experiencing alternate conformations or shifts in their rotamer populations relative to arrays with the longer DNA linkers.
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Affiliation(s)
- Sean T. Smrt
- Department of Chemistry and Biochemistry, The Ohio State University, Columbus, OH, United States
| | - Nicole Gonzalez Salguero
- Department of Chemistry and Biochemistry, The Ohio State University, Columbus, OH, United States
| | - Justin K. Thomas
- Department of Chemistry and Biochemistry, The Ohio State University, Columbus, OH, United States
| | - Mohamad Zandian
- Department of Chemistry and Biochemistry, The Ohio State University, Columbus, OH, United States
| | - Michael G. Poirier
- Department of Physics, The Ohio State University, Columbus, OH, United States
| | - Christopher P. Jaroniec
- Department of Chemistry and Biochemistry, The Ohio State University, Columbus, OH, United States
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12
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Koliopoulos MG, Muhammad R, Roumeliotis TI, Beuron F, Choudhary JS, Alfieri C. Structure of a nucleosome-bound MuvB transcription factor complex reveals DNA remodelling. Nat Commun 2022; 13:5075. [PMID: 36038598 PMCID: PMC9424243 DOI: 10.1038/s41467-022-32798-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 08/15/2022] [Indexed: 01/25/2023] Open
Abstract
Genes encoding the core cell cycle machinery are transcriptionally regulated by the MuvB family of protein complexes in a cell cycle-specific manner. Complexes of MuvB with the transcription factors B-MYB and FOXM1 activate mitotic genes during cell proliferation. The mechanisms of transcriptional regulation by these complexes are still poorly characterised. Here, we combine biochemical analysis and in vitro reconstitution, with structural analysis by cryo-electron microscopy and cross-linking mass spectrometry, to functionally examine these complexes. We find that the MuvB:B-MYB complex binds and remodels nucleosomes, thereby exposing nucleosomal DNA. This remodelling activity is supported by B-MYB which directly binds the remodelled DNA. Given the remodelling activity on the nucleosome, we propose that the MuvB:B-MYB complex functions as a pioneer transcription factor complex. In this work, we rationalise prior biochemical and cellular studies and provide a molecular framework of interactions on a protein complex that is key for cell cycle regulation.
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Affiliation(s)
- Marios G Koliopoulos
- Division of Structural Biology, Chester Beatty Laboratories, The Institute of Cancer Research, London, UK
| | - Reyhan Muhammad
- Division of Structural Biology, Chester Beatty Laboratories, The Institute of Cancer Research, London, UK
| | - Theodoros I Roumeliotis
- Functional Proteomics, Chester Beatty Laboratories, Cancer Biology Division, The Institute of Cancer Research, London, UK
| | - Fabienne Beuron
- Division of Structural Biology, Chester Beatty Laboratories, The Institute of Cancer Research, London, UK
| | - Jyoti S Choudhary
- Functional Proteomics, Chester Beatty Laboratories, Cancer Biology Division, The Institute of Cancer Research, London, UK
| | - Claudio Alfieri
- Division of Structural Biology, Chester Beatty Laboratories, The Institute of Cancer Research, London, UK.
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13
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Ehara H, Kujirai T, Shirouzu M, Kurumizaka H, Sekine SI. Structural basis of nucleosome disassembly and reassembly by RNAPII elongation complex with FACT. Science 2022; 377:eabp9466. [PMID: 35981082 DOI: 10.1126/science.abp9466] [Citation(s) in RCA: 67] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
During gene transcription, RNA polymerase II (RNAPII) traverses nucleosomes in chromatin, but its mechanism has remained elusive. Using cryo-electron microscopy, we obtained structures of the RNAPII elongation complex (EC) passing through a nucleosome, in the presence of transcription elongation factors Spt6, Spn1, Elf1, Spt4/5, and Paf1C and the histone chaperone FACT. The structures show snapshots of EC progression on DNA, mediating downstream nucleosome disassembly followed by its reassembly upstream of the EC, facilitated by FACT. FACT dynamically adapts to successively occurring subnucleosome intermediates, forming an interface with the EC. Spt6, Spt4/5, and Paf1C form a "cradle" at the EC DNA-exit site, and support the upstream nucleosome reassembly. These structures explain the mechanism by which the EC traverses nucleosomes while maintaining the chromatin structure and epigenetic information.
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Affiliation(s)
- Haruhiko Ehara
- RIKEN Center for Biosystems Dynamics Research, Tsurumi-ku, Yokohama 230-0045, Japan
| | - Tomoya Kujirai
- RIKEN Center for Biosystems Dynamics Research, Tsurumi-ku, Yokohama 230-0045, Japan.,Laboratory of Chromatin Structure and Function, Institute for Quantitative Biosciences, The University of Tokyo, Bunkyo-ku, Tokyo 113-0032, Japan
| | - Mikako Shirouzu
- RIKEN Center for Biosystems Dynamics Research, Tsurumi-ku, Yokohama 230-0045, Japan
| | - Hitoshi Kurumizaka
- RIKEN Center for Biosystems Dynamics Research, Tsurumi-ku, Yokohama 230-0045, Japan.,Laboratory of Chromatin Structure and Function, Institute for Quantitative Biosciences, The University of Tokyo, Bunkyo-ku, Tokyo 113-0032, Japan
| | - Shun-Ichi Sekine
- RIKEN Center for Biosystems Dynamics Research, Tsurumi-ku, Yokohama 230-0045, Japan
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14
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Williams MR, Xiaokang Y, Hathaway NA, Kireev D. A simulation model of heterochromatin formation at submolecular detail. iScience 2022; 25:104590. [PMID: 35800764 PMCID: PMC9254115 DOI: 10.1016/j.isci.2022.104590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 11/16/2021] [Accepted: 06/08/2022] [Indexed: 11/15/2022] Open
Abstract
Heterochromatin is a physical state of the chromatin fiber that maintains gene repression during cell development. Although evidence exists on molecular mechanisms involved in heterochromatin formation, a detailed structural mechanism of heterochromatin formation needs a better understanding. We made use of a simple Monte Carlo simulation model with explicit representation of key molecular events to observe molecular self-organization leading to heterochromatin formation. Our simulations provide a structural interpretation of several important traits of the heterochromatinization process. In particular, this study provides a depiction of how small amounts of HP1 are able to induce a highly condensed chromatin state through HP1 dimerization and bridging of sequence-remote nucleosomes. It also elucidates structural roots of a yet poorly understood phenomenon of a nondeterministic nature of heterochromatin formation and subsequent gene repression. Experimental chromatin in vivo assay provides an unbiased estimate of time scale of repressive response to a heterochromatin-triggering event.
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Affiliation(s)
- Michael R. Williams
- Center for Integrative Chemical Biology and Drug Discovery, University of North Carolina, Chapel Hill, NC 27513, USA
| | - Yan Xiaokang
- Center for Integrative Chemical Biology and Drug Discovery, University of North Carolina, Chapel Hill, NC 27513, USA
- Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy, Chapel Hill, NC 27599, USA
| | - Nathaniel A. Hathaway
- Center for Integrative Chemical Biology and Drug Discovery, University of North Carolina, Chapel Hill, NC 27513, USA
- Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy, Chapel Hill, NC 27599, USA
| | - Dmitri Kireev
- Center for Integrative Chemical Biology and Drug Discovery, University of North Carolina, Chapel Hill, NC 27513, USA
- Department of Chemistry, University of Missouri, Columbia, MO 65211, USA
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15
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Grandi FC, Modi H, Kampman L, Corces MR. Chromatin accessibility profiling by ATAC-seq. Nat Protoc 2022; 17:1518-1552. [PMID: 35478247 PMCID: PMC9189070 DOI: 10.1038/s41596-022-00692-9] [Citation(s) in RCA: 154] [Impact Index Per Article: 51.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 02/22/2022] [Indexed: 12/13/2022]
Abstract
The assay for transposase-accessible chromatin using sequencing (ATAC-seq) provides a simple and scalable way to detect the unique chromatin landscape associated with a cell type and how it may be altered by perturbation or disease. ATAC-seq requires a relatively small number of input cells and does not require a priori knowledge of the epigenetic marks or transcription factors governing the dynamics of the system. Here we describe an updated and optimized protocol for ATAC-seq, called Omni-ATAC, that is applicable across a broad range of cell and tissue types. The ATAC-seq workflow has five main steps: sample preparation, transposition, library preparation, sequencing and data analysis. This protocol details the steps to generate and sequence ATAC-seq libraries, with recommendations for sample preparation and downstream bioinformatic analysis. ATAC-seq libraries for roughly 12 samples can be generated in 10 h by someone familiar with basic molecular biology, and downstream sequencing analysis can be implemented using benchmarked pipelines by someone with basic bioinformatics skills and with access to a high-performance computing environment.
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Affiliation(s)
- Fiorella C Grandi
- Gladstone Institute of Neurological Disease, San Francisco, CA, USA
- Gladstone Institute of Data Science and Biotechnology, San Francisco, CA, USA
- Department of Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Hailey Modi
- Gladstone Institute of Neurological Disease, San Francisco, CA, USA
- Gladstone Institute of Data Science and Biotechnology, San Francisco, CA, USA
- Department of Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Lucas Kampman
- Gladstone Institute of Neurological Disease, San Francisco, CA, USA
- Gladstone Institute of Data Science and Biotechnology, San Francisco, CA, USA
- Department of Neurology, University of California San Francisco, San Francisco, CA, USA
| | - M Ryan Corces
- Gladstone Institute of Neurological Disease, San Francisco, CA, USA.
- Gladstone Institute of Data Science and Biotechnology, San Francisco, CA, USA.
- Department of Neurology, University of California San Francisco, San Francisco, CA, USA.
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16
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Felipe C, Shin J, Kolomeisky AB. How Pioneer Transcription Factors Search for Target Sites on Nucleosomal DNA. J Phys Chem B 2022; 126:4061-4068. [PMID: 35622093 DOI: 10.1021/acs.jpcb.2c01931] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
All major biological processes start after protein molecules known as transcription factors detect specific regulatory sequences on DNA and initiate genetic expression by associating to them. But in eukaryotic cells, much of the DNA is covered by nucleosomes and other chromatin structures, preventing transcription factors from binding to their targets. At the same time, experimental studies show that there are several classes of proteins, called "pioneer transcription factors", that are able to reach the targets on nucleosomal DNA; however, the underlying microscopic mechanisms remain not well understood. We propose a new theoretical approach that might explain how pioneer transcription factors can find their targets. It is argued that pioneer transcription factors might weaken the interactions between the DNA and nucleosome by substituting them with similar interactions between transcription factors and DNA. Using this idea, we develop a discrete-state stochastic model that allows for exact calculations of target search dynamics on nucleosomal DNA using first-passage probabilities approach. It is found that the target search on nuclesomal DNA for pioneer transcription factors might be significantly accelerated while the search is slower on naked DNA in comparison with normal transcription factors. Our theoretical predictions are supported by Monte Carlo computer simulations, and they also agree with available experimental observations.
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Affiliation(s)
- Cayke Felipe
- Department of Physics and Astronomy, Rice University, Houston, Texas 77005, United States.,Center for Theoretical Biological Physics, Rice University, Houston, Texas 77005, United States
| | - Jaeoh Shin
- Center for Theoretical Biological Physics, Rice University, Houston, Texas 77005, United States.,Department of Chemistry, Rice University, Houston, Texas 77005, United States
| | - Anatoly B Kolomeisky
- Department of Physics and Astronomy, Rice University, Houston, Texas 77005, United States.,Center for Theoretical Biological Physics, Rice University, Houston, Texas 77005, United States.,Department of Chemistry, Rice University, Houston, Texas 77005, United States.,Department of Chemical and Biomolecular Engineering, Rice University, Houston, Texas 77005, United States
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17
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Couvillion M, Harlen KM, Lachance KC, Trotta KL, Smith E, Brion C, Smalec BM, Churchman LS. Transcription elongation is finely tuned by dozens of regulatory factors. eLife 2022; 11:e78944. [PMID: 35575476 PMCID: PMC9154744 DOI: 10.7554/elife.78944] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 05/15/2022] [Indexed: 11/30/2022] Open
Abstract
Understanding the complex network that regulates transcription elongation requires the quantitative analysis of RNA polymerase II (Pol II) activity in a wide variety of regulatory environments. We performed native elongating transcript sequencing (NET-seq) in 41 strains of Saccharomyces cerevisiae lacking known elongation regulators, including RNA processing factors, transcription elongation factors, chromatin modifiers, and remodelers. We found that the opposing effects of these factors balance transcription elongation and antisense transcription. Different sets of factors tightly regulate Pol II progression across gene bodies so that Pol II density peaks at key points of RNA processing. These regulators control where Pol II pauses with each obscuring large numbers of potential pause sites that are primarily determined by DNA sequence and shape. Antisense transcription varies highly across the regulatory landscapes analyzed, but antisense transcription in itself does not affect sense transcription at the same locus. Our findings collectively show that a diverse array of factors regulate transcription elongation by precisely balancing Pol II activity.
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Affiliation(s)
- Mary Couvillion
- Blavatnik Institute, Department of Genetics, Harvard Medical SchoolBostonUnited States
| | - Kevin M Harlen
- Blavatnik Institute, Department of Genetics, Harvard Medical SchoolBostonUnited States
| | - Kate C Lachance
- Blavatnik Institute, Department of Genetics, Harvard Medical SchoolBostonUnited States
| | - Kristine L Trotta
- Blavatnik Institute, Department of Genetics, Harvard Medical SchoolBostonUnited States
| | - Erin Smith
- Blavatnik Institute, Department of Genetics, Harvard Medical SchoolBostonUnited States
| | - Christian Brion
- Blavatnik Institute, Department of Genetics, Harvard Medical SchoolBostonUnited States
| | - Brendan M Smalec
- Blavatnik Institute, Department of Genetics, Harvard Medical SchoolBostonUnited States
| | - L Stirling Churchman
- Blavatnik Institute, Department of Genetics, Harvard Medical SchoolBostonUnited States
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18
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Superstructure Detection in Nucleosome Distribution Shows Common Pattern within a Chromosome and within the Genome. Life (Basel) 2022; 12:life12040541. [PMID: 35455033 PMCID: PMC9026121 DOI: 10.3390/life12040541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 03/16/2022] [Accepted: 03/23/2022] [Indexed: 11/17/2022] Open
Abstract
Nucleosome positioning plays an important role in crucial biological processes such as replication, transcription, and gene regulation. It has been widely used to predict the genome’s function and chromatin organisation. So far, the studies of patterns in nucleosome positioning have been limited to transcription start sites, CTCFs binding sites, and some promoter and loci regions. The genome-wide organisational pattern remains unknown. We have developed a theoretical model to coarse-grain nucleosome positioning data in order to obtain patterns in their distribution. Using hierarchical clustering on the auto-correlation function of this coarse-grained nucleosome positioning data, a genome-wide clustering is obtained for Candida albicans. The clustering shows the existence beyond hetero- and eu-chromatin inside the chromosomes. These non-trivial clusterings correspond to different nucleosome distributions and gene densities governing differential gene expression patterns. Moreover, these distribution patterns inside the chromosome appeared to be conserved throughout the genome and within species. The pipeline of the coarse grain nucleosome positioning sequence to identify underlying genomic organisation used in our study is novel, and the classifications obtained are unique and consistent.
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19
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Sanz AB, García R, Pavón-Vergés M, Rodríguez-Peña JM, Arroyo J. Control of Gene Expression via the Yeast CWI Pathway. Int J Mol Sci 2022; 23:ijms23031791. [PMID: 35163713 PMCID: PMC8836261 DOI: 10.3390/ijms23031791] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 01/27/2022] [Accepted: 02/01/2022] [Indexed: 12/18/2022] Open
Abstract
Living cells exposed to stressful environmental situations can elicit cellular responses that guarantee maximal cell survival. Most of these responses are mediated by mitogen-activated protein kinase (MAPK) cascades, which are highly conserved from yeast to humans. Cell wall damage conditions in the yeast Saccharomyces cerevisiae elicit rescue mechanisms mainly associated with reprogramming specific transcriptional responses via the cell wall integrity (CWI) pathway. Regulation of gene expression by this pathway is coordinated by the MAPK Slt2/Mpk1, mainly via Rlm1 and, to a lesser extent, through SBF (Swi4/Swi6) transcription factors. In this review, we summarize the molecular mechanisms controlling gene expression upon cell wall stress and the role of chromatin structure in these processes. Some of these mechanisms are also discussed in the context of other stresses governed by different yeast MAPK pathways. Slt2 regulates both transcriptional initiation and elongation by interacting with chromatin at the promoter and coding regions of CWI-responsive genes but using different mechanisms for Rlm1- and SBF-dependent genes. Since MAPK pathways are very well conserved in eukaryotic cells and are essential for controlling cellular physiology, improving our knowledge regarding how they regulate gene expression could impact the future identification of novel targets for therapeutic intervention.
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20
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Chen X, Li Y, Rubio K, Deng B, Li Y, Tang Q, Mao C, Liu S, Xiao D, Barreto G, Tao Y. Lymphoid-specific helicase in epigenetics, DNA repair and cancer. Br J Cancer 2022; 126:165-173. [PMID: 34493821 PMCID: PMC8770686 DOI: 10.1038/s41416-021-01543-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 05/26/2021] [Accepted: 08/25/2021] [Indexed: 02/07/2023] Open
Abstract
Lymphoid-specific helicase (LSH) is a member of the SNF2 helicase family of chromatin-remodelling proteins. Dysfunctions or mutations in LSH causes an autosomal recessive disease known as immunodeficiency-centromeric instability-facial anomaly (ICF) syndrome. Interestingly, LSH participates in various aspects of epigenetic regulation, including nucleosome remodelling, DNA methylation, histone modifications and heterochromatin formation. Further, LSH plays a crucial role during DNA-damage repair, specifically during double-strand break (DSB) repair, since murine LSH was shown to be essential for non-homologous end joining (NHEJ) and homologous recombination (HR). Accordingly, overexpression of LSH drives tumorigenesis and malignancy. On the other hand, LSH homologs stabilise the genome. Thus, LSH might be implemented as a biomarker for various cancer types and potential target molecule to develop therapeutic strategies against them. In this review, we focus on the role of LSH in orchestrating chromatin rearrangements, such as DNA methylation and histone modifications, as well as in DNA-damage repair. Changes in chromatin structure may facilitate gene expression signatures that cause malignant transformation. We summarise recent findings of LSH in cancers and raise critical open questions for further studies.
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Affiliation(s)
- Xiangyu Chen
- Department of Pathology, Xiangya Hospital, Central South University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Hunan, China
- NHC Key Laboratory of Carcinogenesis of Ministry of Health (Central South University); Cancer Research Institute, Central South University, Changsha, Hunan, China
| | - Yamei Li
- Department of Pathology, Xiangya Hospital, Central South University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Hunan, China
- NHC Key Laboratory of Carcinogenesis of Ministry of Health (Central South University); Cancer Research Institute, Central South University, Changsha, Hunan, China
| | - Karla Rubio
- Université de Lorraine, CNRS, Laboratoire IMoPA, UMR 7365, Nancy, France
- Univ Paris Est Creteil, Gly-CRRET, Brain and Lung Epigenetics (BLUE), Creteil, France
- Lung Cancer Epigenetic, Max-Planck-Institute for Heart and Lung Research, Bad Nauheim, Germany
- International Laboratory EPIGEN, Universidad de la Salud del Estado de Puebla, Puebla, Mexico
| | - Bi Deng
- Department of Pathology, Xiangya Hospital, Central South University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Hunan, China
- NHC Key Laboratory of Carcinogenesis of Ministry of Health (Central South University); Cancer Research Institute, Central South University, Changsha, Hunan, China
| | - Yuyi Li
- Department of Pathology, Xiangya Hospital, Central South University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Hunan, China
- NHC Key Laboratory of Carcinogenesis of Ministry of Health (Central South University); Cancer Research Institute, Central South University, Changsha, Hunan, China
| | - Qinwei Tang
- Department of Pathology, Xiangya Hospital, Central South University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Hunan, China
- NHC Key Laboratory of Carcinogenesis of Ministry of Health (Central South University); Cancer Research Institute, Central South University, Changsha, Hunan, China
| | - Chao Mao
- Department of Pathology, Xiangya Hospital, Central South University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Hunan, China
- NHC Key Laboratory of Carcinogenesis of Ministry of Health (Central South University); Cancer Research Institute, Central South University, Changsha, Hunan, China
| | - Shuang Liu
- Department of Oncology, Institute of Medical Sciences, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Desheng Xiao
- Department of Pathology, Xiangya Hospital, Central South University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Hunan, China.
- NHC Key Laboratory of Carcinogenesis of Ministry of Health (Central South University); Cancer Research Institute, Central South University, Changsha, Hunan, China.
| | - Guillermo Barreto
- Université de Lorraine, CNRS, Laboratoire IMoPA, UMR 7365, Nancy, France.
- Univ Paris Est Creteil, Gly-CRRET, Brain and Lung Epigenetics (BLUE), Creteil, France.
- Lung Cancer Epigenetic, Max-Planck-Institute for Heart and Lung Research, Bad Nauheim, Germany.
- International Laboratory EPIGEN, Universidad de la Salud del Estado de Puebla, Puebla, Mexico.
| | - Yongguang Tao
- Department of Pathology, Xiangya Hospital, Central South University; Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Hunan, China.
- NHC Key Laboratory of Carcinogenesis of Ministry of Health (Central South University); Cancer Research Institute, Central South University, Changsha, Hunan, China.
- Department of Thoracic Surgery, Hunan Key Laboratory of Early Diagnosis and Precision Therapy in Lung Cancer and Second Xiangya Hospital, Central South University, Changsha, China.
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21
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Singh AK, Schauer T, Pfaller L, Straub T, Mueller-Planitz F. The biogenesis and function of nucleosome arrays. Nat Commun 2021; 12:7011. [PMID: 34853297 PMCID: PMC8636622 DOI: 10.1038/s41467-021-27285-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 11/09/2021] [Indexed: 11/24/2022] Open
Abstract
Numerous chromatin remodeling enzymes position nucleosomes in eukaryotic cells. Aside from these factors, transcription, DNA sequence, and statistical positioning of nucleosomes also shape the nucleosome landscape. The precise contributions of these processes remain unclear due to their functional redundancy in vivo. By incisive genome engineering, we radically decreased their redundancy in Saccharomyces cerevisiae. The transcriptional machinery strongly disrupts evenly spaced nucleosomes. Proper nucleosome density and DNA sequence are critical for their biogenesis. The INO80 remodeling complex helps space nucleosomes in vivo and positions the first nucleosome over genes in an H2A.Z-independent fashion. INO80 requires its Arp8 subunit but unexpectedly not the Nhp10 module for spacing. Cells with irregularly spaced nucleosomes suffer from genotoxic stress including DNA damage, recombination and transpositions. We derive a model of the biogenesis of the nucleosome landscape and suggest that it evolved not only to regulate but also to protect the genome.
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Affiliation(s)
- Ashish Kumar Singh
- grid.5252.00000 0004 1936 973XMolecular Biology, Biomedical Center, Faculty of Medicine, Ludwig-Maximilians-Universität München, 82152 Planegg-Martinsried, München, Germany
| | - Tamás Schauer
- grid.5252.00000 0004 1936 973XBioinformatics Unit, Biomedical Center, Faculty of Medicine, Ludwig-Maximilians-Universität München, 82152 Planegg-Martinsried, München, Germany
| | - Lena Pfaller
- grid.5252.00000 0004 1936 973XMolecular Biology, Biomedical Center, Faculty of Medicine, Ludwig-Maximilians-Universität München, 82152 Planegg-Martinsried, München, Germany ,grid.419481.10000 0001 1515 9979Present Address: Novartis Institutes for BioMedical Research, 4056 Basel, Switzerland
| | - Tobias Straub
- grid.5252.00000 0004 1936 973XBioinformatics Unit, Biomedical Center, Faculty of Medicine, Ludwig-Maximilians-Universität München, 82152 Planegg-Martinsried, München, Germany
| | - Felix Mueller-Planitz
- Molecular Biology, Biomedical Center, Faculty of Medicine, Ludwig-Maximilians-Universität München, 82152 Planegg-Martinsried, München, Germany. .,Institute of Physiological Chemistry, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstraße 74, 01307, Dresden, Germany.
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22
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Uzun Ü, Brown T, Fischl H, Angel A, Mellor J. Spt4 facilitates the movement of RNA polymerase II through the +2 nucleosomal barrier. Cell Rep 2021; 36:109755. [PMID: 34592154 PMCID: PMC8492961 DOI: 10.1016/j.celrep.2021.109755] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 06/18/2021] [Accepted: 09/02/2021] [Indexed: 02/06/2023] Open
Abstract
Spt4 is a transcription elongation factor with homologs in organisms with nucleosomes. Structural and in vitro studies implicate Spt4 in transcription through nucleosomes, and yet the in vivo function of Spt4 is unclear. Here, we assess the precise position of Spt4 during transcription and the consequences of the loss of Spt4 on RNA polymerase II (RNAPII) dynamics and nucleosome positioning in Saccharomyces cerevisiae. In the absence of Spt4, the spacing between gene-body nucleosomes increases and RNAPII accumulates upstream of the nucleosomal dyad, most dramatically at nucleosome +2. Spt4 associates with elongating RNAPII early in transcription, and its association dynamically changes depending on nucleosome positions. Together, our data show that Spt4 regulates early elongation dynamics, participates in co-transcriptional nucleosome positioning, and promotes RNAPII movement through the gene-body nucleosomes, especially the +2 nucleosome.
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Affiliation(s)
- Ülkü Uzun
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
| | - Thomas Brown
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
| | - Harry Fischl
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
| | - Andrew Angel
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
| | - Jane Mellor
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK.
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23
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Barbier J, Vaillant C, Volff JN, Brunet FG, Audit B. Coupling between Sequence-Mediated Nucleosome Organization and Genome Evolution. Genes (Basel) 2021; 12:genes12060851. [PMID: 34205881 PMCID: PMC8228248 DOI: 10.3390/genes12060851] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Revised: 05/27/2021] [Accepted: 05/27/2021] [Indexed: 12/12/2022] Open
Abstract
The nucleosome is a major modulator of DNA accessibility to other cellular factors. Nucleosome positioning has a critical importance in regulating cell processes such as transcription, replication, recombination or DNA repair. The DNA sequence has an influence on the position of nucleosomes on genomes, although other factors are also implicated, such as ATP-dependent remodelers or competition of the nucleosome with DNA binding proteins. Different sequence motifs can promote or inhibit the nucleosome formation, thus influencing the accessibility to the DNA. Sequence-encoded nucleosome positioning having functional consequences on cell processes can then be selected or counter-selected during evolution. We review the interplay between sequence evolution and nucleosome positioning evolution. We first focus on the different ways to encode nucleosome positions in the DNA sequence, and to which extent these mechanisms are responsible of genome-wide nucleosome positioning in vivo. Then, we discuss the findings about selection of sequences for their nucleosomal properties. Finally, we illustrate how the nucleosome can directly influence sequence evolution through its interactions with DNA damage and repair mechanisms. This review aims to provide an overview of the mutual influence of sequence evolution and nucleosome positioning evolution, possibly leading to complex evolutionary dynamics.
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Affiliation(s)
- Jérémy Barbier
- Institut de Génomique Fonctionnelle de Lyon, Univ Lyon, CNRS UMR 5242, Ecole Normale Supérieure de Lyon, Univ Claude Bernard Lyon 1, F-69364 Lyon, France; (J.B.); (F.G.B.)
- Laboratoire de Physique, Univ Lyon, ENS de Lyon, CNRS, F-69342 Lyon, France;
| | - Cédric Vaillant
- Laboratoire de Physique, Univ Lyon, ENS de Lyon, CNRS, F-69342 Lyon, France;
| | - Jean-Nicolas Volff
- Institut de Génomique Fonctionnelle de Lyon, Univ Lyon, CNRS UMR 5242, Ecole Normale Supérieure de Lyon, Univ Claude Bernard Lyon 1, F-69364 Lyon, France; (J.B.); (F.G.B.)
- Correspondence: (J.-N.V.); (B.A.)
| | - Frédéric G. Brunet
- Institut de Génomique Fonctionnelle de Lyon, Univ Lyon, CNRS UMR 5242, Ecole Normale Supérieure de Lyon, Univ Claude Bernard Lyon 1, F-69364 Lyon, France; (J.B.); (F.G.B.)
| | - Benjamin Audit
- Laboratoire de Physique, Univ Lyon, ENS de Lyon, CNRS, F-69342 Lyon, France;
- Correspondence: (J.-N.V.); (B.A.)
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24
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Dalal Y, Panchenko AR. Diving into Chromatin across Space and Time. J Mol Biol 2021; 433:166884. [PMID: 33621519 DOI: 10.1016/j.jmb.2021.166884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- Yamini Dalal
- Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, United States.
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