1
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Valsakumar D, Voigt P. Nucleosomal asymmetry: a novel mechanism to regulate nucleosome function. Biochem Soc Trans 2024; 52:1219-1232. [PMID: 38778762 DOI: 10.1042/bst20230877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 05/07/2024] [Accepted: 05/08/2024] [Indexed: 05/25/2024]
Abstract
Nucleosomes constitute the fundamental building blocks of chromatin. They are comprised of DNA wrapped around a histone octamer formed of two copies each of the four core histones H2A, H2B, H3, and H4. Nucleosomal histones undergo a plethora of posttranslational modifications that regulate gene expression and other chromatin-templated processes by altering chromatin structure or by recruiting effector proteins. Given their symmetric arrangement, the sister histones within a nucleosome have commonly been considered to be equivalent and to carry the same modifications. However, it is now clear that nucleosomes can exhibit asymmetry, combining differentially modified sister histones or different variants of the same histone within a single nucleosome. Enabled by the development of novel tools that allow generating asymmetrically modified nucleosomes, recent biochemical and cell-based studies have begun to shed light on the origins and functional consequences of nucleosomal asymmetry. These studies indicate that nucleosomal asymmetry represents a novel regulatory mechanism in the establishment and functional readout of chromatin states. Asymmetry expands the combinatorial space available for setting up complex sets of histone marks at individual nucleosomes, regulating multivalent interactions with histone modifiers and readers. The resulting functional consequences of asymmetry regulate transcription, poising of developmental gene expression by bivalent chromatin, and the mechanisms by which oncohistones deregulate chromatin states in cancer. Here, we review recent progress and current challenges in uncovering the mechanisms and biological functions of nucleosomal asymmetry.
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Affiliation(s)
- Devisree Valsakumar
- Epigenetics Programme, Babraham Institute, Cambridge CB22 3AT, U.K
- Wellcome Centre for Cell Biology, School of Biological Sciences, University of Edinburgh, Edinburgh EH9 3BF, U.K
| | - Philipp Voigt
- Epigenetics Programme, Babraham Institute, Cambridge CB22 3AT, U.K
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2
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Hananya N, Koren S, Muir TW. Interrogating epigenetic mechanisms with chemically customized chromatin. Nat Rev Genet 2024; 25:255-271. [PMID: 37985791 PMCID: PMC11176933 DOI: 10.1038/s41576-023-00664-z] [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] [Accepted: 09/25/2023] [Indexed: 11/22/2023]
Abstract
Genetic and genomic techniques have proven incredibly powerful for identifying and studying molecular players implicated in the epigenetic regulation of DNA-templated processes such as transcription. However, achieving a mechanistic understanding of how these molecules interact with chromatin to elicit a functional output is non-trivial, owing to the tremendous complexity of the biochemical networks involved. Advances in protein engineering have enabled the reconstitution of 'designer' chromatin containing customized post-translational modification patterns, which, when used in conjunction with sophisticated biochemical and biophysical methods, allow many mechanistic questions to be addressed. In this Review, we discuss how such tools complement established 'omics' techniques to answer fundamental questions on chromatin regulation, focusing on chromatin mark establishment and protein-chromatin interactions.
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Affiliation(s)
- Nir Hananya
- Department of Chemistry, Princeton University, Princeton, NJ, USA
| | - Shany Koren
- Department of Chemistry, Princeton University, Princeton, NJ, USA
| | - Tom W Muir
- Department of Chemistry, Princeton University, Princeton, NJ, USA.
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3
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Jiang H, Su W, Wang H, Luo C, Wang Y, Zhang L, Luo L, Lu Z, Shen D, Su G. DPY30 knockdown suppresses colorectal carcinoma progression via inducing Raf1/MST2-mediated apoptosis. Heliyon 2024; 10:e24807. [PMID: 38314299 PMCID: PMC10837565 DOI: 10.1016/j.heliyon.2024.e24807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 01/11/2024] [Accepted: 01/15/2024] [Indexed: 02/06/2024] Open
Abstract
Colorectal Carcinoma (CRC) is one of the most common malignant tumors of the digestive tract, with a high mortality rate. DPY30 is one of the core subunits of the histone methyltransferase complex, which was involved in many cancer processes. However, the role of DPY30 in the occurrence and progression of CRC remains unclear. In this study, we sought to evaluate the role and mechanism of DPY30 in CRC cells apoptosis. Here, we identified that knockdown of DPY30 significantly inhibited the HT29 and HCT116 cells proliferation in vitro. Moreover, the knockdown of DPY30 significantly increased the apoptosis rate and promoted the expression of apoptosis-related proteins in CRC cells. Meanwhile, DPY30 knockdown promoted CRC cells apoptosis through endogenous programmed death and in a caspase activation-dependent manner. Furthermore, RNA-seq analysis revealed that the action of DPY30 is closely related to the apoptosis biological processes, and screened its potential effectors Raf1. Mechanistically, DPY30 downregulation promotes MST2-induced apoptosis by inhibiting Raf1 transcriptional activity through histone H3 lysine 4 trimethylation (H3K4me3). In vivo experiments showed that DPY30 was correlated with Raf1 in nude mouse subcutaneous xenografts tissues significantly. Clinical colorectal specimens further confirmed that overexpression of DPY30 in malignant tissues was significantly correlated with Raf1 level. The vital role of the DPY30/Raf1/MST2 signaling axis in the cell death and survival rate of CRC cells was disclosed, which provides potential new targets for early diagnosis and clinical treatment of CRC.
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Affiliation(s)
- HaiFeng Jiang
- Department of Colorectal Tumor Surgery, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, 361003, Fujian Province, China
- Department of Critical Care Medicine, Second People's Hospital of Yibin City, Yibin, 644000, Sichuan Province, China
| | - WeiChao Su
- Department of Colorectal Tumor Surgery, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, 361003, Fujian Province, China
- Xiamen Xianyue Hospital, Xianyue Hospital Affiliated with Xiamen Medical College, Fujian Psychiatric Center, Fujian Clinical Research Center for Mental Disorders, Xiamen, 361012, China
| | - HaiXing Wang
- Department of Endoscopy Center, The First Affiliated Hospital of Xiamen University, Xiamen, 361003, China
| | - ChunYing Luo
- Department of Pathology, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, 533000, China
| | - YaTao Wang
- Department of Colorectal Tumor Surgery, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, 361003, Fujian Province, China
| | - LinJun Zhang
- Xiamen Cell Therapy Research Center, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, 361003, China
| | - LingTao Luo
- Department of Colorectal Tumor Surgery, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, 361003, Fujian Province, China
| | - ZeBin Lu
- Department of Clinical Medicine, Fujian Medical University, Fuzhou, 350122, China
| | - DongYan Shen
- Xiamen Cell Therapy Research Center, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, 361003, China
| | - GuoQiang Su
- Department of Colorectal Tumor Surgery, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, 361003, Fujian Province, China
- Department of Pathology, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, 533000, China
- Department of Clinical Medicine, Fujian Medical University, Fuzhou, 350122, China
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4
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Miao Q, Wang Z, Yin Z, Liu X, Li R, Zhang KQ, Li J. Nematode-induced trap formation regulated by the histone H3K4 methyltransferase AoSET1 in the nematode-trapping fungus Arthrobotrys oligospora. SCIENCE CHINA. LIFE SCIENCES 2023; 66:2663-2679. [PMID: 37233873 DOI: 10.1007/s11427-022-2300-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 02/19/2023] [Indexed: 05/27/2023]
Abstract
The methylation of lysine 4 of histone H3 (H3K4), catalyzed by the histone methyltransferase KMT2/SET1, has been functionally identified in many pathogenic fungi but remains unexplored in nematode-trapping fungi (NTFs). Here, we report a regulatory mechanism of an H3K4-specific SET1 orthologue, AoSET1, in the typical nematode-trapping fungus Arthrobotrys oligospora. When the fungus is induced by the nematode, the expression of AoSET1 is up-regulated. Disruption of AoSet1 led to the abolishment of H3K4me. Consequently, the yield of traps and conidia of ΔAoSet1 was significantly lower than that of the WT strain, and the growth rate and pathogenicity were also compromised. Moreover, H3K4 trimethylation was enriched mainly in the promoter of two bZip transcription factor genes (AobZip129 and AobZip350) and ultimately up-regulated the expression level of these two transcription factor genes. In the ΔAoSet1 and AoH3K4A strains, the H3K4me modification level was significantly decreased at the promoter of transcription factor genes AobZip129 and AobZip350. These results suggest that AoSET1-mediated H3KEme serves as an epigenetic marker of the promoter region of the targeted transcription factor genes. Furthermore, we found that AobZip129 negatively regulates the formation of adhesive networks and the pathogenicity of downstream AoPABP1 and AoCPR1. Our findings confirm that the epigenetic regulatory mechanism plays a pivotal role in regulating trap formation and pathogenesis in NTFs, and provide novel insights into the mechanisms of interaction between NTFs and nematodes.
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Affiliation(s)
- Qiao Miao
- State Key Laboratory for Conservation and Utilization of Bio-Resources, Key Laboratory for Microbial Resources of the Ministry of Education, School of Life Sciences, Yunnan University, Kunming, 650091, China
| | - Zhengqi Wang
- State Key Laboratory for Conservation and Utilization of Bio-Resources, Key Laboratory for Microbial Resources of the Ministry of Education, School of Life Sciences, Yunnan University, Kunming, 650091, China
| | - Ziyu Yin
- State Key Laboratory for Conservation and Utilization of Bio-Resources, Key Laboratory for Microbial Resources of the Ministry of Education, School of Life Sciences, Yunnan University, Kunming, 650091, China
| | - Xiaoying Liu
- State Key Laboratory for Conservation and Utilization of Bio-Resources, Key Laboratory for Microbial Resources of the Ministry of Education, School of Life Sciences, Yunnan University, Kunming, 650091, China
| | - Ran Li
- State Key Laboratory for Conservation and Utilization of Bio-Resources, Key Laboratory for Microbial Resources of the Ministry of Education, School of Life Sciences, Yunnan University, Kunming, 650091, China
| | - Ke-Qin Zhang
- State Key Laboratory for Conservation and Utilization of Bio-Resources, Key Laboratory for Microbial Resources of the Ministry of Education, School of Life Sciences, Yunnan University, Kunming, 650091, China.
| | - Juan Li
- State Key Laboratory for Conservation and Utilization of Bio-Resources, Key Laboratory for Microbial Resources of the Ministry of Education, School of Life Sciences, Yunnan University, Kunming, 650091, China.
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Deshpande N, Bryk M. Diverse and dynamic forms of gene regulation by the S. cerevisiae histone methyltransferase Set1. Curr Genet 2023; 69:91-114. [PMID: 37000206 DOI: 10.1007/s00294-023-01265-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Revised: 03/11/2023] [Accepted: 03/14/2023] [Indexed: 04/01/2023]
Abstract
Gene transcription is an essential and highly regulated process. In eukaryotic cells, the structural organization of nucleosomes with DNA wrapped around histone proteins impedes transcription. Chromatin remodelers, transcription factors, co-activators, and histone-modifying enzymes work together to make DNA accessible to RNA polymerase. Histone lysine methylation can positively or negatively regulate gene transcription. Methylation of histone 3 lysine 4 by SET-domain-containing proteins is evolutionarily conserved from yeast to humans. In higher eukaryotes, mutations in SET-domain proteins are associated with defects in the development and segmentation of embryos, skeletal and muscle development, and diseases, including several leukemias. Since histone methyltransferases are evolutionarily conserved, the mechanisms of gene regulation mediated by these enzymes are also conserved. Budding yeast Saccharomyces cerevisiae is an excellent model system to study the impact of histone 3 lysine 4 (H3K4) methylation on eukaryotic gene regulation. Unlike larger eukaryotes, yeast cells have only one enzyme that catalyzes H3K4 methylation, Set1. In this review, we summarize current knowledge about the impact of Set1-catalyzed H3K4 methylation on gene transcription in S. cerevisiae. We describe the COMPASS complex, factors that influence H3K4 methylation, and the roles of Set1 in gene silencing at telomeres and heterochromatin, as well as repression and activation at euchromatic loci. We also discuss proteins that "read" H3K4 methyl marks to regulate transcription and summarize alternate functions for Set1 beyond H3K4 methylation.
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Affiliation(s)
- Neha Deshpande
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, TX, 77843, USA
| | - Mary Bryk
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, TX, 77843, USA.
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6
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Di Nisio E, Danovska S, Condemi L, Cirigliano A, Rinaldi T, Licursi V, Negri R. H3 Lysine 4 Methylation Is Required for Full Activation of Genes Involved in α-Ketoglutarate Availability in the Nucleus of Yeast Cells after Diauxic Shift. Metabolites 2023; 13:metabo13040507. [PMID: 37110165 PMCID: PMC10146420 DOI: 10.3390/metabo13040507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 03/27/2023] [Accepted: 03/28/2023] [Indexed: 04/03/2023] Open
Abstract
We show that in S. cerevisiae the metabolic diauxic shift is associated with a H3 lysine 4 tri-methylation (H3K4me3) increase which involves a significant fraction of transcriptionally induced genes which are required for the metabolic changes, suggesting a role for histone methylation in their transcriptional regulation. We show that histone H3K4me3 around the start site correlates with transcriptional induction in some of these genes. Among the methylation-induced genes are IDP2 and ODC1, which regulate the nuclear availability of α-ketoglutarate, which, as a cofactor for Jhd2 demethylase, regulates H3K4 tri-methylation. We propose that this feedback circuit could be used to regulate the nuclear α-ketoglutarate pool concentration. We also show that yeast cells adapt to the absence of Jhd2 by decreasing Set1 methylation activity.
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7
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Huang J, Dai W, Xiao D, Xiong Q, Liu C, Hu J, Ge F, Yu X, Li S. Acetylation-dependent SAGA complex dimerization promotes nucleosome acetylation and gene transcription. Nat Struct Mol Biol 2022; 29:261-273. [PMID: 35301489 DOI: 10.1038/s41594-022-00736-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 11/30/2021] [Accepted: 02/02/2022] [Indexed: 11/09/2022]
Abstract
Cells reprogram their transcriptomes to adapt to external conditions. The SAGA (Spt-Ada-Gcn5 acetyltransferase) complex is a highly conserved transcriptional coactivator that plays essential roles in cell growth and development, in part by acetylating histones. Here, we uncover an autoregulatory mechanism of the Saccharomyces cerevisiae SAGA complex in response to environmental changes. Specifically, the SAGA complex acetylates its Ada3 subunit at three sites (lysines 8, 14 and 182) that are dynamically deacetylated by Rpd3. The acetylated Ada3 lysine residues are bound by bromodomains within SAGA subunits Gcn5 and Spt7 that synergistically facilitate formation of SAGA homo-dimers. Ada3-mediated dimerization is enhanced when cells are grown under sucrose or under phosphate-starvation conditions. Once dimerized, SAGA efficiently acetylates nucleosomes, promotes gene transcription and enhances cell resistance to stress. Collectively, our work reveals a mechanism for regulation of SAGA structure and activity and provides insights into how cells adapt to environmental conditions.
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Affiliation(s)
- Junhua Huang
- State Key Laboratory of Biocatalysis and Enzyme Engineering, College of Life Sciences, Hubei University, Wuhan, China
| | - Wenjing Dai
- State Key Laboratory of Biocatalysis and Enzyme Engineering, College of Life Sciences, Hubei University, Wuhan, China
| | - Duncheng Xiao
- State Key Laboratory of Biocatalysis and Enzyme Engineering, College of Life Sciences, Hubei University, Wuhan, China
| | - Qian Xiong
- Key Laboratory of Algal Biology, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, China
| | - Cuifang Liu
- National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Jie Hu
- National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Feng Ge
- Key Laboratory of Algal Biology, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, China
| | - Xilan Yu
- State Key Laboratory of Biocatalysis and Enzyme Engineering, College of Life Sciences, Hubei University, Wuhan, China.
| | - Shanshan Li
- State Key Laboratory of Biocatalysis and Enzyme Engineering, College of Life Sciences, Hubei University, Wuhan, China.
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8
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Lukasak B, Thompson RE, Mitchener MM, Feng VJ, Bagert JD, Muir TW. A Genetically Encoded Approach for Breaking Chromatin Symmetry. ACS CENTRAL SCIENCE 2022; 8:176-183. [PMID: 35233450 PMCID: PMC8875426 DOI: 10.1021/acscentsci.1c01332] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Indexed: 05/03/2023]
Abstract
Nucleosomes frequently exist as asymmetric species in native chromatin contexts. Current methods for the traceless generation of these heterotypic chromatin substrates are inefficient and/or difficult to implement. Here, we report an application of the SpyCatcher/SpyTag system as a convenient route to assemble desymmetrized nucleoprotein complexes. This genetically encoded covalent tethering system serves as an internal chaperone, maintained through the assembly process, affording traceless asymmetric nucleosomes following proteolytic removal of the tethers. The strategy allows for generation of nucleosomes containing asymmetric modifications on single or multiple histones, thereby providing facile access to a range of substrates. Herein, we use such constructs to interrogate how nucleosome desymmetrization caused by the incorporation of cancer-associated histone mutations alters chromatin remodeling processes. We also establish that our system provides access to asymmetric dinucleosomes, which allowed us to query the geometric/symmetry constraints of the unmodified histone H3 tail in stimulating the activity of the histone lysine demethylase, KDM5B. By providing a streamlined approach to generate these sophisticated substrates, our method expands the chemical biology toolbox available for interrogating the consequences of asymmetry on chromatin structure and function.
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9
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Michurina A, Sakib MS, Kerimoglu C, Krüger DM, Kaurani L, Islam MR, Joshi PD, Schröder S, Centeno TP, Zhou J, Pradhan R, Cha J, Xu X, Eichele G, Zeisberg EM, Kranz A, Stewart AF, Fischer A. Postnatal expression of the lysine methyltransferase SETD1B is essential for learning and the regulation of neuron-enriched genes. EMBO J 2022; 41:e106459. [PMID: 34806773 PMCID: PMC8724770 DOI: 10.15252/embj.2020106459] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Revised: 10/04/2021] [Accepted: 10/15/2021] [Indexed: 01/04/2023] Open
Abstract
In mammals, histone 3 lysine 4 methylation (H3K4me) is mediated by six different lysine methyltransferases. Among these enzymes, SETD1B (SET domain containing 1b) has been linked to syndromic intellectual disability in human subjects, but its role in the mammalian postnatal brain has not been studied yet. Here, we employ mice deficient for Setd1b in excitatory neurons of the postnatal forebrain, and combine neuron-specific ChIP-seq and RNA-seq approaches to elucidate its role in neuronal gene expression. We observe that Setd1b controls the expression of a set of genes with a broad H3K4me3 peak at their promoters, enriched for neuron-specific genes linked to learning and memory function. Comparative analyses in mice with conditional deletion of Kmt2a and Kmt2b histone methyltransferases show that SETD1B plays a more pronounced and potent role in regulating such genes. Moreover, postnatal loss of Setd1b leads to severe learning impairment, suggesting that SETD1B-dependent regulation of H3K4me levels in postnatal neurons is critical for cognitive function.
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Affiliation(s)
- Alexandra Michurina
- Department for Systems Medicine and EpigeneticsGerman Center for Neurodegenerative Diseases (DZNE)GöttingenGermany
| | - M Sadman Sakib
- Department for Systems Medicine and EpigeneticsGerman Center for Neurodegenerative Diseases (DZNE)GöttingenGermany
| | - Cemil Kerimoglu
- Department for Systems Medicine and EpigeneticsGerman Center for Neurodegenerative Diseases (DZNE)GöttingenGermany
| | - Dennis Manfred Krüger
- Department for Systems Medicine and EpigeneticsGerman Center for Neurodegenerative Diseases (DZNE)GöttingenGermany
| | - Lalit Kaurani
- Department for Systems Medicine and EpigeneticsGerman Center for Neurodegenerative Diseases (DZNE)GöttingenGermany
| | - Md Rezaul Islam
- Department for Systems Medicine and EpigeneticsGerman Center for Neurodegenerative Diseases (DZNE)GöttingenGermany
| | - Parth Devesh Joshi
- Department for Gene and BehaviorMax Planck Institute for Biophysical ChemistryGöttingenGermany
| | - Sophie Schröder
- Department for Systems Medicine and EpigeneticsGerman Center for Neurodegenerative Diseases (DZNE)GöttingenGermany
| | - Tonatiuh Pena Centeno
- Department for Systems Medicine and EpigeneticsGerman Center for Neurodegenerative Diseases (DZNE)GöttingenGermany
| | - Jiayin Zhou
- Department for Systems Medicine and EpigeneticsGerman Center for Neurodegenerative Diseases (DZNE)GöttingenGermany
| | - Ranjit Pradhan
- Department for Systems Medicine and EpigeneticsGerman Center for Neurodegenerative Diseases (DZNE)GöttingenGermany
| | - Julia Cha
- Department for Systems Medicine and EpigeneticsGerman Center for Neurodegenerative Diseases (DZNE)GöttingenGermany
| | - Xingbo Xu
- Department of Cardiology and PneumologyUniversity Medical Center of GöttingenGeorg‐August UniversityGöttingenGermany
- German Centre for Cardiovascular Research (DZHK)Partner Site GöttingenGöttingenGermany
| | - Gregor Eichele
- Department for Gene and BehaviorMax Planck Institute for Biophysical ChemistryGöttingenGermany
| | - Elisabeth M Zeisberg
- Department of Cardiology and PneumologyUniversity Medical Center of GöttingenGeorg‐August UniversityGöttingenGermany
- German Centre for Cardiovascular Research (DZHK)Partner Site GöttingenGöttingenGermany
- Cluster of Excellence “Multiscale Bioimaging: from Molecular Machines to Networks of Excitable Cells” (MBExC)University of GöttingenGermany
| | - Andrea Kranz
- Biotechnology CenterCenter for Molecular and Cellular BioengineeringDresden University of TechnologyDresdenGermany
| | - A Francis Stewart
- Biotechnology CenterCenter for Molecular and Cellular BioengineeringDresden University of TechnologyDresdenGermany
- Max‐Planck‐Institute for Cell Biology and GeneticsDresdenGermany
| | - André Fischer
- Department for Systems Medicine and EpigeneticsGerman Center for Neurodegenerative Diseases (DZNE)GöttingenGermany
- Cluster of Excellence “Multiscale Bioimaging: from Molecular Machines to Networks of Excitable Cells” (MBExC)University of GöttingenGermany
- Department of Psychiatry and PsychotherapyUniversity Medical Center GöttingenGöttingenGermany
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10
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Hanna CW, Huang J, Belton C, Reinhardt S, Dahl A, Andrews S, Stewart A, Kranz A, Kelsey G. OUP accepted manuscript. Nucleic Acids Res 2022; 50:1993-2004. [PMID: 35137160 PMCID: PMC8887468 DOI: 10.1093/nar/gkac051] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 01/14/2022] [Accepted: 01/25/2022] [Indexed: 11/14/2022] Open
Affiliation(s)
| | | | | | - Susanne Reinhardt
- Dresden Concept Genome Center, Center for Molecular and Cellular Bioengineering, Biotechnology Center, Technische Universität Dresden, 01307, Germany
| | - Andreas Dahl
- Dresden Concept Genome Center, Center for Molecular and Cellular Bioengineering, Biotechnology Center, Technische Universität Dresden, 01307, Germany
| | - Simon Andrews
- Bioinformatics Group, Babraham Institute, Cambridge CB22 3AT, UK
| | - A Francis Stewart
- Genomics, Center for Molecular and Cellular Bioengineering, Biotechnology Center, Technische Universität Dresden, 01307, Germany
- Max-Planck-Institute for Cell Biology and Genetics, Dresden 01307, Germany
| | - Andrea Kranz
- Correspondence may also be addressed to Andrea Kranz.
| | - Gavin Kelsey
- To whom correspondence should be addressed. Tel: +44 1223 496332;
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11
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MLL1 is required for maintenance of intestinal stem cells. PLoS Genet 2021; 17:e1009250. [PMID: 34860830 PMCID: PMC8641872 DOI: 10.1371/journal.pgen.1009250] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Accepted: 10/30/2021] [Indexed: 12/12/2022] Open
Abstract
Epigenetic mechanisms are gatekeepers for the gene expression patterns that establish and maintain cellular identity in mammalian development, stem cells and adult homeostasis. Amongst many epigenetic marks, methylation of histone 3 lysine 4 (H3K4) is one of the most widely conserved and occupies a central position in gene expression. Mixed lineage leukemia 1 (MLL1/KMT2A) is the founding mammalian H3K4 methyltransferase. It was discovered as the causative mutation in early onset leukemia and subsequently found to be required for the establishment of definitive hematopoiesis and the maintenance of adult hematopoietic stem cells. Despite wide expression, the roles of MLL1 in non-hematopoietic tissues remain largely unexplored. To bypass hematopoietic lethality, we used bone marrow transplantation and conditional mutagenesis to discover that the most overt phenotype in adult Mll1-mutant mice is intestinal failure. MLL1 is expressed in intestinal stem cells (ISCs) and transit amplifying (TA) cells but not in the villus. Loss of MLL1 is accompanied by loss of ISCs and a differentiation bias towards the secretory lineage with increased numbers and enlargement of goblet cells. Expression profiling of sorted ISCs revealed that MLL1 is required to promote expression of several definitive intestinal transcription factors including Pitx1, Pitx2, Foxa1, Gata4, Zfp503 and Onecut2, as well as the H3K27me3 binder, Bahcc1. These results were recapitulated using conditional mutagenesis in intestinal organoids. The stem cell niche in the crypt includes ISCs in close association with Paneth cells. Loss of MLL1 from ISCs promoted transcriptional changes in Paneth cells involving metabolic and stress responses. Here we add ISCs to the MLL1 repertoire and observe that all known functions of MLL1 relate to the properties of somatic stem cells, thereby highlighting the suggestion that MLL1 is a master somatic stem cell regulator.
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12
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Ryu HY, Hochstrasser M. Histone sumoylation and chromatin dynamics. Nucleic Acids Res 2021; 49:6043-6052. [PMID: 33885816 PMCID: PMC8216275 DOI: 10.1093/nar/gkab280] [Citation(s) in RCA: 60] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 03/28/2021] [Accepted: 04/08/2021] [Indexed: 12/17/2022] Open
Abstract
Chromatin structure and gene expression are dynamically controlled by post-translational modifications (PTMs) on histone proteins, including ubiquitylation, methylation, acetylation and small ubiquitin-like modifier (SUMO) conjugation. It was initially thought that histone sumoylation exclusively suppressed gene transcription, but recent advances in proteomics and genomics have uncovered its diverse functions in cotranscriptional processes, including chromatin remodeling, transcript elongation, and blocking cryptic initiation. Histone sumoylation is integral to complex signaling codes that prime additional histone PTMs as well as modifications of the RNA polymerase II carboxy-terminal domain (RNAPII-CTD) during transcription. In addition, sumoylation of histone variants is critical for the DNA double-strand break (DSB) response and for chromosome segregation during mitosis. This review describes recent findings on histone sumoylation and its coordination with other histone and RNAPII-CTD modifications in the regulation of chromatin dynamics.
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Affiliation(s)
- Hong-Yeoul Ryu
- School of Life Sciences, BK21 FOUR KNU Creative BioResearch Group, College of National Sciences, Kyungpook National University, Daegu 41566, Republic of Korea
| | - Mark Hochstrasser
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06520, USA
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13
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Ready, SET, Go: Post-translational regulation of the histone lysine methylation network in budding yeast. J Biol Chem 2021; 297:100939. [PMID: 34224729 PMCID: PMC8329514 DOI: 10.1016/j.jbc.2021.100939] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 06/25/2021] [Accepted: 07/01/2021] [Indexed: 11/21/2022] Open
Abstract
Histone lysine methylation is a key epigenetic modification that regulates eukaryotic transcription. Here, we comprehensively review the function and regulation of the histone methylation network in the budding yeast and model eukaryote, Saccharomyces cerevisiae. First, we outline the lysine methylation sites that are found on histone proteins in yeast (H3K4me1/2/3, H3K36me1/2/3, H3K79me1/2/3, and H4K5/8/12me1) and discuss their biological and cellular roles. Next, we detail the reduced but evolutionarily conserved suite of methyltransferase (Set1p, Set2p, Dot1p, and Set5p) and demethylase (Jhd1p, Jhd2p, Rph1p, and Gis1p) enzymes that are known to control histone lysine methylation in budding yeast cells. Specifically, we illustrate the domain architecture of the methylation enzymes and highlight the structural features that are required for their respective functions and molecular interactions. Finally, we discuss the prevalence of post-translational modifications on yeast histone methylation enzymes and how phosphorylation, acetylation, and ubiquitination in particular are emerging as key regulators of enzyme function. We note that it will be possible to completely connect the histone methylation network to the cell’s signaling system, given that all methylation sites and cognate enzymes are known, most phosphosites on the enzymes are known, and the mapping of kinases to phosphosites is tractable owing to the modest set of protein kinases in yeast. Moving forward, we expect that the rich variety of post-translational modifications that decorates the histone methylation machinery will explain many of the unresolved questions surrounding the function and dynamics of this intricate epigenetic network.
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14
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Santos-Rosa H, Millán-Zambrano G, Han N, Leonardi T, Klimontova M, Nasiscionyte S, Pandolfini L, Tzelepis K, Bartke T, Kouzarides T. Methylation of histone H3 at lysine 37 by Set1 and Set2 prevents spurious DNA replication. Mol Cell 2021; 81:2793-2807.e8. [PMID: 33979575 PMCID: PMC7612968 DOI: 10.1016/j.molcel.2021.04.021] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 02/09/2021] [Accepted: 04/21/2021] [Indexed: 11/22/2022]
Abstract
DNA replication initiates at genomic locations known as origins of replication, which, in S. cerevisiae, share a common DNA consensus motif. Despite being virtually nucleosome-free, origins of replication are greatly influenced by the surrounding chromatin state. Here, we show that histone H3 lysine 37 mono-methylation (H3K37me1) is catalyzed by Set1p and Set2p and that it regulates replication origin licensing. H3K37me1 is uniformly distributed throughout most of the genome, but it is scarce at replication origins, where it increases according to the timing of their firing. We find that H3K37me1 hinders Mcm2 interaction with chromatin, maintaining low levels of MCM outside of conventional replication origins. Lack of H3K37me1 results in defective DNA replication from canonical origins while promoting replication events at inefficient and non-canonical sites. Collectively, our results indicate that H3K37me1 ensures correct execution of the DNA replication program by protecting the genome from inappropriate origin licensing and spurious DNA replication.
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Affiliation(s)
- Helena Santos-Rosa
- The Gurdon Institute and Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge CB2 1QN, UK.
| | - Gonzalo Millán-Zambrano
- The Gurdon Institute and Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge CB2 1QN, UK; Centro Andaluz de Biología Molecular y Medicina Regenerativa (CABIMER), 41092 Sevilla, Spain
| | - Namshik Han
- The Gurdon Institute and Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge CB2 1QN, UK; Milner Therapeutics Institute, University of Cambridge, Cambridge CB2 0AW, UK
| | - Tommaso Leonardi
- The Gurdon Institute and Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge CB2 1QN, UK; Center for Genomic Science Istituto Italiano di Tecnologia (IIT), 20139 Milano, Italy
| | - Marie Klimontova
- The Gurdon Institute and Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge CB2 1QN, UK
| | - Simona Nasiscionyte
- Institute of Functional Epigenetics, Helmholtz Zentrum München, 85764 Neuherberg, Germany
| | - Luca Pandolfini
- The Gurdon Institute and Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge CB2 1QN, UK; Istituto Italiano di Tecnologia (IIT), Center for Human Technologies (CHT), 16152 Genova, Italy
| | - Kostantinos Tzelepis
- The Gurdon Institute and Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge CB2 1QN, UK; Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge CB10 1SA, UK
| | - Till Bartke
- Institute of Functional Epigenetics, Helmholtz Zentrum München, 85764 Neuherberg, Germany
| | - Tony Kouzarides
- The Gurdon Institute and Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge CB2 1QN, UK.
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15
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Serrano-Quílez J, Roig-Soucase S, Rodríguez-Navarro S. Sharing Marks: H3K4 Methylation and H2B Ubiquitination as Features of Meiotic Recombination and Transcription. Int J Mol Sci 2020; 21:ijms21124510. [PMID: 32630409 PMCID: PMC7350030 DOI: 10.3390/ijms21124510] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 06/22/2020] [Accepted: 06/23/2020] [Indexed: 12/13/2022] Open
Abstract
Meiosis is a specialized cell division that gives raise to four haploid gametes from a single diploid cell. During meiosis, homologous recombination is crucial to ensure genetic diversity and guarantee accurate chromosome segregation. Both the formation of programmed meiotic DNA double-strand breaks (DSBs) and their repair using homologous chromosomes are essential and highly regulated pathways. Similar to other processes that take place in the context of chromatin, histone posttranslational modifications (PTMs) constitute one of the major mechanisms to regulate meiotic recombination. In this review, we focus on specific PTMs occurring in histone tails as driving forces of different molecular events, including meiotic recombination and transcription. In particular, we concentrate on the influence of H3K4me3, H2BK123ub, and their corresponding molecular machineries that write, read, and erase these histone marks. The Spp1 subunit within the Complex of Proteins Associated with Set1 (COMPASS) is a critical regulator of H3K4me3-dependent meiotic DSB formation. On the other hand, the PAF1c (RNA polymerase II associated factor 1 complex) drives the ubiquitination of H2BK123 by Rad6-Bre1. We also discuss emerging evidence obtained by cryo-electron microscopy (EM) structure determination that has provided new insights into how the "cross-talk" between these two marks is accomplished.
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16
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Ashokkumar D, Zhang Q, Much C, Bledau AS, Naumann R, Alexopoulou D, Dahl A, Goveas N, Fu J, Anastassiadis K, Stewart AF, Kranz A. MLL4 is required after implantation, whereas MLL3 becomes essential during late gestation. Development 2020; 147:dev186999. [PMID: 32439762 DOI: 10.1242/dev.186999] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Accepted: 04/24/2020] [Indexed: 12/26/2022]
Abstract
Methylation of histone 3 lysine 4 (H3K4) is a major epigenetic system associated with gene expression. In mammals there are six H3K4 methyltransferases related to yeast Set1 and fly Trithorax, including two orthologs of fly Trithorax-related: MLL3 and MLL4. Exome sequencing has documented high frequencies of MLL3 and MLL4 mutations in many types of human cancer. Despite this emerging importance, the requirements of these paralogs in mammalian development have only been incompletely reported. Here, we examined the null phenotypes to establish that MLL3 is first required for lung maturation, whereas MLL4 is first required for migration of the anterior visceral endoderm that initiates gastrulation in the mouse. This collective cell migration is preceded by a columnar-to-squamous transition in visceral endoderm cells that depends on MLL4. Furthermore, Mll4 mutants display incompletely penetrant, sex-distorted, embryonic haploinsufficiency and adult heterozygous mutants show aspects of Kabuki syndrome, indicating that MLL4 action, unlike MLL3, is dosage dependent. The highly specific and discordant functions of these paralogs in mouse development argues against their action as general enhancer factors.
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Affiliation(s)
- Deepthi Ashokkumar
- Genomics, Center for Molecular and Cellular Bioengineering, Biotechnology Center, Technische Universität Dresden, Tatzberg 47, 01307 Dresden, Germany
| | - Qinyu Zhang
- Genomics, Center for Molecular and Cellular Bioengineering, Biotechnology Center, Technische Universität Dresden, Tatzberg 47, 01307 Dresden, Germany
| | - Christian Much
- Genomics, Center for Molecular and Cellular Bioengineering, Biotechnology Center, Technische Universität Dresden, Tatzberg 47, 01307 Dresden, Germany
| | - Anita S Bledau
- Stem Cell Engineering, Center for Molecular and Cellular Bioengineering, Biotechnology Center, Technische Universität Dresden, Tatzberg 47, 01307 Dresden, Germany
| | - Ronald Naumann
- Transgenic Core Facility, Max Planck Institute of Molecular Cell Biology and Genetics, Pfotenhauerstr. 108, 01307 Dresden, Germany
| | - Dimitra Alexopoulou
- DRESDEN-concept Genome Center, Center for Molecular and Cellular Bioengineering, Technische Universität Dresden, Fetscherstr. 105, 01307 Dresden, Germany
| | - Andreas Dahl
- DRESDEN-concept Genome Center, Center for Molecular and Cellular Bioengineering, Technische Universität Dresden, Fetscherstr. 105, 01307 Dresden, Germany
| | - Neha Goveas
- Genomics, Center for Molecular and Cellular Bioengineering, Biotechnology Center, Technische Universität Dresden, Tatzberg 47, 01307 Dresden, Germany
| | - Jun Fu
- Genomics, Center for Molecular and Cellular Bioengineering, Biotechnology Center, Technische Universität Dresden, Tatzberg 47, 01307 Dresden, Germany
| | - Konstantinos Anastassiadis
- Stem Cell Engineering, Center for Molecular and Cellular Bioengineering, Biotechnology Center, Technische Universität Dresden, Tatzberg 47, 01307 Dresden, Germany
| | - A Francis Stewart
- Genomics, Center for Molecular and Cellular Bioengineering, Biotechnology Center, Technische Universität Dresden, Tatzberg 47, 01307 Dresden, Germany
- Max Planck Institute of Molecular Cell Biology and Genetics, Pfotenhauerstr. 108, 01307 Dresden, Germany
| | - Andrea Kranz
- Genomics, Center for Molecular and Cellular Bioengineering, Biotechnology Center, Technische Universität Dresden, Tatzberg 47, 01307 Dresden, Germany
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17
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Kranz A, Anastassiadis K. The role of SETD1A and SETD1B in development and disease. BIOCHIMICA ET BIOPHYSICA ACTA-GENE REGULATORY MECHANISMS 2020; 1863:194578. [PMID: 32389824 DOI: 10.1016/j.bbagrm.2020.194578] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 04/16/2020] [Accepted: 05/03/2020] [Indexed: 12/13/2022]
Abstract
The Trithorax-related Set1 H3K4 methyltransferases are conserved from yeast to human. In yeast loss of Set1 causes pleiotropic effects but is compatible with life. In contrast, both mammalian Set1 orthologs: SETD1A and SETD1B are essential for embryonic development, however they have distinct functions. SETD1A is required shortly after epiblast formation whereas SETD1B becomes indispensible during early organogenesis. In adult mice both SETD1A and SETD1B regulate hematopoiesis differently: SETD1A is required for the establishment of definitive hematopoiesis whereas SETD1B is important for the maintenance of long-term hematopoietic stem cells. Both are implicated in different diseases with accumulating evidence for the association of SETD1A variants in neurological disorders and SETD1B variants with cancer. Why the two paralogs cannot or only partially compensate for the loss of each other is part of the puzzle that we try to sort out in this review.
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Affiliation(s)
- Andrea Kranz
- Genomics, Center for Molecular and Cellular Bioengineering, Biotechnology Center, Technische Universität Dresden, Tatzberg 47, 01307 Dresden, Germany
| | - Konstantinos Anastassiadis
- Stem Cell Engineering, Center for Molecular and Cellular Bioengineering, Biotechnology Center, Technische Universität Dresden, Tatzberg 47, 01307 Dresden, Germany.
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18
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Jiang H. The complex activities of the SET1/MLL complex core subunits in development and disease. BIOCHIMICA ET BIOPHYSICA ACTA-GENE REGULATORY MECHANISMS 2020; 1863:194560. [PMID: 32302696 DOI: 10.1016/j.bbagrm.2020.194560] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 01/14/2020] [Accepted: 04/09/2020] [Indexed: 12/14/2022]
Abstract
In mammalian cells, the SET1/MLL complexes are the main writers of the H3K4 methyl mark that is associated with active gene expression. The activities of these complexes are critically dependent on the association of the catalytic subunit with their shared core subunits, WDR5, RBBP5, ASH2L, and DPY30, collectively referred as WRAD. In addition, some of these core subunits can bind to proteins other than the SET1/MLL complex components. This review starts with discussion of the molecular activities of these core subunits, with an emphasis on DPY30 in organizing the assembly of the SET1/MLL complexes with other associated factors. This review then focuses on the roles of the core subunits in stem cells and development, as well as in diseased cell states, mainly cancer, and ends with discussion on dissecting the responsible activities of the core subunits and how we may target them for potential disease treatment. This article is part of a Special Issue entitled: The MLL family of proteins in normal development and disease edited by Thomas A Milne.
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Affiliation(s)
- Hao Jiang
- Department of Biochemistry and Molecular Genetics, University of Virginia School of Medicine, Charlottesville, VA 22908, USA.
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19
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Chong SY, Cutler S, Lin JJ, Tsai CH, Tsai HK, Biggins S, Tsukiyama T, Lo YC, Kao CF. H3K4 methylation at active genes mitigates transcription-replication conflicts during replication stress. Nat Commun 2020; 11:809. [PMID: 32041946 PMCID: PMC7010754 DOI: 10.1038/s41467-020-14595-4] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Accepted: 01/16/2020] [Indexed: 12/11/2022] Open
Abstract
Transcription-replication conflicts (TRCs) occur when intensive transcriptional activity compromises replication fork stability, potentially leading to gene mutations. Transcription-deposited H3K4 methylation (H3K4me) is associated with regions that are susceptible to TRCs; however, the interplay between H3K4me and TRCs is unknown. Here we show that H3K4me aggravates TRC-induced replication failure in checkpoint-defective cells, and the presence of methylated H3K4 slows down ongoing replication. Both S-phase checkpoint activity and H3K4me are crucial for faithful DNA synthesis under replication stress, especially in highly transcribed regions where the presence of H3K4me is highest and TRCs most often occur. H3K4me mitigates TRCs by decelerating ongoing replication, analogous to how speed bumps slow down cars. These findings establish the concept that H3K4me defines the transcriptional status of a genomic region and defends the genome from TRC-mediated replication stress and instability. Transcription-replication conflicts (TRC) can contribute to genome instability. Here the authors reveal that under replication stress H3K4 methylation can play a role in TRC prevention.
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Affiliation(s)
- Shin Yen Chong
- Institute of Cellular and Organismic Biology, Academia Sinica, Nankang, Taipei, 11529, Taiwan.,Graduate Institute of Food Science and Technology, National Taiwan University, Taipei, 10617, Taiwan
| | - Sam Cutler
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Jing-Jer Lin
- Institute of Biochemistry and Molecular Biology, National Taiwan University College of Medicine, Taipei, 10051, Taiwan
| | - Cheng-Hung Tsai
- Institute of Information Science, Academia Sinica, Nankang, Taipei, 11529, Taiwan
| | - Huai-Kuang Tsai
- Institute of Information Science, Academia Sinica, Nankang, Taipei, 11529, Taiwan
| | - Sue Biggins
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA.,Howard Hughes Medical Institute, Division of Basic Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Toshio Tsukiyama
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Yi-Chen Lo
- Graduate Institute of Food Science and Technology, National Taiwan University, Taipei, 10617, Taiwan.
| | - Cheng-Fu Kao
- Institute of Cellular and Organismic Biology, Academia Sinica, Nankang, Taipei, 11529, Taiwan.
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