1
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Wang S, Zhang X, Wang Q, Wang R. Histone modification in podocyte injury of diabetic nephropathy. J Mol Med (Berl) 2022; 100:1373-1386. [PMID: 36040515 DOI: 10.1007/s00109-022-02247-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 07/31/2022] [Accepted: 08/17/2022] [Indexed: 11/24/2022]
Abstract
Diabetic nephropathy (DN), an important complication of diabetic microvascular disease, is one of the leading causes of end-stage renal disease (ESRD), which brings heavy burdens to the whole society. Podocytes are terminally differentiated glomerular cells, which act as a pivotal component of glomerular filtration barrier. When podocytes are injured, glomerular filtration barrier is damaged, and proteinuria would occur. Dysfunction of podocytes contributes to DN. And degrees of podocyte injury influence prognosis of DN. Growing evidences have shown that epigenetics does a lot in the evolvement of podocyte injury. Epigenetics includes DNA methylation, histone modification, and non-coding RNA. Among them, histone modification plays an indelible role. Histone modification includes histone methylation, histone acetylation, and other modifications such as histone phosphorylation, histone ubiquitination, histone ADP-ribosylation, histone crotonylation, and histone β-hydroxybutyrylation. It can affect chromatin structure and regulate gene transcription to exert its function. This review is to summarize documents about pathogenesis of podocyte injury, most importantly, histone modification of podocyte injury in DN recently to provide new ideas for further molecular research, diagnosis, and treatment.
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Affiliation(s)
- Simeng Wang
- Department of Nephrology, Shandong Provincial Hospital, Shandong University, Jinan, 250012, Shandong, China
| | - Xinyu Zhang
- Department of Nephrology, Shandong Provincial Hospital, Shandong University, Jinan, 250012, Shandong, China
| | - Qinglian Wang
- Department of Nephrology, Shandong Provincial Hospital, Shandong University, Jinan, 250012, Shandong, China. .,Department of Nephrology, Shandong Provincial Hospital, Shandong First Medical University, No. 324 Jingwu Street, Jinan, 250021, Shandong, China.
| | - Rong Wang
- Department of Nephrology, Shandong Provincial Hospital, Shandong University, Jinan, 250012, Shandong, China. .,Department of Nephrology, Shandong Provincial Hospital, Shandong First Medical University, No. 324 Jingwu Street, Jinan, 250021, Shandong, China.
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2
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Rodriguez MA. Protein arginine methyltransferases in protozoan parasites. Parasitology 2022; 149:427-435. [PMID: 35331350 PMCID: PMC11010539 DOI: 10.1017/s0031182021002043] [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: 09/20/2021] [Revised: 11/15/2021] [Accepted: 11/25/2021] [Indexed: 11/06/2022]
Abstract
Arginine methylation is a post-translational modification involved in gene transcription, signalling pathways, DNA repair, RNA metabolism and splicing, among others, mechanisms that in protozoa parasites may be involved in pathogenicity-related events. This modification is performed by protein arginine methyltransferases (PRMTs), which according to their products are divided into three main types: type I yields monomethylarginine (MMA) and asymmetric dimethylarginine; type II produces MMA and symmetric dimethylarginine; whereas type III catalyses MMA only. Nine PRMTs (PRMT1 to PRMT9) have been characterized in humans, whereas in protozoa parasites, except for Giardia intestinalis, three to eight PRMTs have been identified, where in each group there are at least two enzymes belonging to type I, the majority with higher similarity to human PRMT1, and one of type II, related to human PRMT5. However, the information on the role of most of these enzymes in the parasites biology is limited so far. Here, current knowledge of PRMTs in protozoan parasites is reviewed; these enzymes participate in the cell growth, stress response, stage transitions and virulence of these microorganisms. Thus, PRMTs are attractive targets for developing new therapeutic strategies against these pathogens.
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Affiliation(s)
- Mario Alberto Rodriguez
- Departamento de Infectómica y Patogénesis Molecular, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Ciudad de México, México
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3
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Parbin S, Damodharan S, Rajyaguru PI. Arginine methylation and cytoplasmic mRNA fate: An exciting new partnership. Yeast 2021; 38:441-452. [PMID: 34048611 DOI: 10.1002/yea.3653] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Revised: 05/12/2021] [Accepted: 05/20/2021] [Indexed: 12/22/2022] Open
Abstract
Posttranslational modifications play a crucial role in regulating gene expression. Among these modifications, arginine methylation has recently attracted tremendous attention due to its role in multiple cellular functions. This review discusses the recent advances that have established arginine methylation as a major player in determining cytoplasmic messenger RNA (mRNA) fate. We specifically focus on research that implicates arginine methylation in regulating mRNA translation, decay, and RNA granule dynamics. Based on this research, we highlight a few emerging future avenues that will lead to exciting discoveries in this field.
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Affiliation(s)
- Sabnam Parbin
- Department of Biochemistry, Indian Institute of Science, Bangalore, India.,Integrative Genomics Core Unit, University Medical Centre, Göttingen, Göttingen, Germany
| | - Subha Damodharan
- Department of Biochemistry, Indian Institute of Science, Bangalore, India
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4
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Medina-Gómez C, Bolaños J, Borbolla-Vázquez J, Munguía-Robledo S, Orozco E, Rodríguez MA. The atypical protein arginine methyltrasferase of Entamoeba histolytica (EhPRMTA) is involved in cell proliferation, heat shock response and in vitro virulence. Exp Parasitol 2021; 222:108077. [PMID: 33465379 DOI: 10.1016/j.exppara.2021.108077] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Revised: 11/29/2020] [Accepted: 01/11/2021] [Indexed: 12/30/2022]
Abstract
Protein arginine methylation regulates several cellular events, including epigenetics, splicing, translation, and stress response, among others. This posttranslational modification is catalyzed by protein arginine methyltransferases (PRMTs), which according to their products are classified from type I to type IV. The type I produces monomethyl arginine and asymmetric dimethyl arginine; in mammalian there are six families of this PRMT type (PRMT1, 2, 3, 4, 6, and 8). The protozoa parasite Entamoeba histolytica has four PRMTs related to type I; three of them are similar to PRMT1, but the other one does not show significant homology to be grouped in any known PRMT family, thus we called it as atypical PRMT (EhPRMTA). Here, we showed that EhPRMTA does not contain several of the canonical amino acid residues of type I PRMTs, confirming that it is an atypical PRMT. A specific antibody against EhPRMTA localized this protein in cytoplasm. The recombinant EhPRMTA displayed catalytic activity on commercial histones and the native enzyme modified its expression level during heat shock and erythrophagocytosis. Besides, the knockdown of EhPRMTA produced an increment in cell growth, and phagocytosis, but decreases cell migration and the survival of trophozoites submitted to heat shock, suggesting that this protein is involved in regulate negatively or positively these events, respectively. Thus, results suggest that this methyltransferase regulates some cellular functions related to virulence and cell surviving.
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Affiliation(s)
- Christian Medina-Gómez
- Departamento de Infectómica y Patogénesis Molecular, CINVESTAV-IPN, Ciudad de México, Mexico
| | - Jeni Bolaños
- Departamento de Infectómica y Patogénesis Molecular, CINVESTAV-IPN, Ciudad de México, Mexico
| | | | - Susana Munguía-Robledo
- Departamento de Infectómica y Patogénesis Molecular, CINVESTAV-IPN, Ciudad de México, Mexico
| | - Esther Orozco
- Departamento de Infectómica y Patogénesis Molecular, CINVESTAV-IPN, Ciudad de México, Mexico
| | - Mario A Rodríguez
- Departamento de Infectómica y Patogénesis Molecular, CINVESTAV-IPN, Ciudad de México, Mexico.
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5
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Li Z, Wu L, Wu H, Zhang X, Mei J, Zhou X, Wang GL, Liu W. Arginine methylation is required for remodelling pre-mRNA splicing and induction of autophagy in rice blast fungus. THE NEW PHYTOLOGIST 2020; 225:413-429. [PMID: 31478201 DOI: 10.1111/nph.16156] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Accepted: 08/18/2019] [Indexed: 06/10/2023]
Abstract
Protein arginine methyltransferases (PRMTs) regulate many physiological processes, including autophagy. However, the direct roles of the various PRMTs during autophagosome formation remain unclear. Here, we characterised the function of MoHMT1 in the rice blast fungus, Magnaporthe oryzae. Knockout of MoHMT1 results in inhibited growth and a decreased ability to cause disease lesions on rice seedlings. MoHMT1 catalyses the di-methylation of arginine 247, 251, 261 and 271 residues of MoSNP1, a U1 small nuclear ribonucleoprotein (snRNP) component, likely in a manner dependent on direct interaction. RNA-seq analysis revealed that alternative splicing of pre-mRNAs of 558 genes, including the autophagy-related (ATG) gene MoATG4, was altered in MoHMT1 deletion mutants, compared with wild-type strains under normal growth conditions. During light exposure or nitrogen starvation, MoHMT1 localises to autophagosomes and MoHMT1 mutants display defects in autophagy induction. Under nitrogen starvation, six additional MoATG genes were identified with retained introns in their mRNA transcripts, corresponding with a significant reduction in transcripts of intron-spliced isoforms in the MoHMT1 mutant strain. Our study shows that arginine methylation plays an essential role in accurate pre-mRNA splicing necessary for a range of developmental processes, including autophagosome formation.
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Affiliation(s)
- Zhiqiang Li
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Liye Wu
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Hang Wu
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Xixi Zhang
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Jie Mei
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Xueping Zhou
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Guo-Liang Wang
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
- Department of Plant Pathology, Ohio State University, Columbus, OH, 43210, USA
| | - Wende Liu
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
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6
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You ST, Jhou YT, Kao CF, Leu JY. Experimental evolution reveals a general role for the methyltransferase Hmt1 in noise buffering. PLoS Biol 2019; 17:e3000433. [PMID: 31613873 PMCID: PMC6814240 DOI: 10.1371/journal.pbio.3000433] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Revised: 10/25/2019] [Accepted: 09/27/2019] [Indexed: 11/19/2022] Open
Abstract
Cell-to-cell heterogeneity within an isogenic population has been observed in prokaryotic and eukaryotic cells. Such heterogeneity often manifests at the level of individual protein abundance and may have evolutionary benefits, especially for organisms in fluctuating environments. Although general features and the origins of cellular noise have been revealed, details of the molecular pathways underlying noise regulation remain elusive. Here, we used experimental evolution of Saccharomyces cerevisiae to select for mutations that increase reporter protein noise. By combining bulk segregant analysis and CRISPR/Cas9-based reconstitution, we identified the methyltransferase Hmt1 as a general regulator of noise buffering. Hmt1 methylation activity is critical for the evolved phenotype, and we also show that two of the Hmt1 methylation targets can suppress noise. Hmt1 functions as an environmental sensor to adjust noise levels in response to environmental cues. Moreover, Hmt1-mediated noise buffering is conserved in an evolutionarily distant yeast species, suggesting broad significance of noise regulation. Experimental evolution in yeast reveals that the methyltransferase Hmt1 functions as a mediator connecting environmental stimuli to cellular noise; Hmt1-mediated noise buffering is conserved in an evolutionarily distant yeast.
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Affiliation(s)
- Shu-Ting You
- Molecular and Cell Biology, Taiwan International Graduate Program, Graduate Institute of Life Sciences, National Defense Medical Center and Academia Sinica, Taipei, Taiwan
- Institute of Molecular Biology, Academia Sinica, Taipei, Taiwan
| | - Yu-Ting Jhou
- Institute of Molecular Biology, Academia Sinica, Taipei, Taiwan
| | - Cheng-Fu Kao
- Institute of Cellular and Organismic Biology, Academia Sinica, Taipei, Taiwan
| | - Jun-Yi Leu
- Molecular and Cell Biology, Taiwan International Graduate Program, Graduate Institute of Life Sciences, National Defense Medical Center and Academia Sinica, Taipei, Taiwan
- Institute of Molecular Biology, Academia Sinica, Taipei, Taiwan
- * E-mail:
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7
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Ryu HY, Duan R, Ahn SH. Yeast symmetric arginine methyltransferase Hsl7 has a repressive role in transcription. Res Microbiol 2019; 170:222-229. [PMID: 30660775 DOI: 10.1016/j.resmic.2019.01.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Revised: 12/29/2018] [Accepted: 01/09/2019] [Indexed: 12/17/2022]
Abstract
Protein arginine methylation, an evolutionarily conserved post-translational modification, serves critical cellular functions by transferring a methyl group to a variety of substrates, including histones and some transcription factors. In budding yeast, Hsl7 (histone synthetic lethal 7) displays type II PRMT (protein arginine methyltransferase) activity by generating symmetric dimethylarginine residues on histone H2A in vitro. However, identification of the in vivo substrate of Hsl7 and how it contributes to important cellular processes remain largely unexplored. In the present study, we show that Hsl7 has a repressive role in transcription. We found that Hsl7 is responsible for in vivo symmetric dimethylation of histone H4 arginine 3 (H4R3me2s) in a transcriptionally repressed state. Tandem affinity purification further demonstrated that Hsl7 physically interacts with histone deacetylase Rpd3, and both similarly repress transcription. Our results suggest that H4R3me2s generation by the type II PRMT Hsl7 is required for transcriptional repression, possibly in cooperation with histone deacetylation by Rpd3.
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Affiliation(s)
- Hong-Yeoul Ryu
- Department of Molecular and Life Science, College of Science and Convergence Technology, Hanyang University, Ansan, Republic of Korea
| | - Ruxin Duan
- Department of Molecular and Life Science, College of Science and Convergence Technology, Hanyang University, Ansan, Republic of Korea
| | - Seong Hoon Ahn
- Department of Molecular and Life Science, College of Science and Convergence Technology, Hanyang University, Ansan, Republic of Korea.
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8
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Characterization of Protein Methyltransferases Rkm1, Rkm4, Efm4, Efm7, Set5 and Hmt1 Reveals Extensive Post-Translational Modification. J Mol Biol 2017; 430:102-118. [PMID: 29183786 DOI: 10.1016/j.jmb.2017.11.009] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 11/07/2017] [Accepted: 11/22/2017] [Indexed: 01/24/2023]
Abstract
Protein methylation is one of the major post-translational modifications (PTMs) in the cell. In Saccharomyces cerevisiae, over 20 protein methyltransferases (MTases) and their respective substrates have been identified. However, the way in which these MTases are modified and potentially subject to regulation remains poorly understood. Here, we investigated six overexpressed S. cerevisiae protein MTases (Rkm1, Rkm4, Efm4, Efm7, Set5 and Hmt1) to identify PTMs of potential functional relevance. We identified 48 PTM sites across the six MTases, including phosphorylation, acetylation and methylation. Forty-two sites are novel. We contextualized the PTM sites in structural models of the MTases and revealed that many fell in catalytic pockets or enzyme-substrate interfaces. These may regulate MTase activity. Finally, we compared PTMs on Hmt1 with those on its human homologs PRMT1, PRMT3, CARM1, PRMT6 and PRMT8. This revealed that several PTMs are conserved from yeast to human, whereas others are only found in Hmt1. The mass spectrometry proteomics data have been deposited to the ProteomeXchange Consortium via the PRIDE partner repository with the dataset identifier PXD006767.
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9
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Solari C, Echegaray CV, Luzzani C, Cosentino MS, Waisman A, Petrone MV, Francia M, Sassone A, Canizo J, Sevlever G, Barañao L, Miriuka S, Guberman A. Protein arginine Methyltransferase 8 gene is expressed in pluripotent stem cells and its expression is modulated by the transcription factor Sox2. Biochem Biophys Res Commun 2016; 473:194-199. [DOI: 10.1016/j.bbrc.2016.03.077] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Accepted: 03/17/2016] [Indexed: 01/08/2023]
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10
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Lee WC, Lin WL, Matsui T, Chen ESW, Wei TYW, Lin WH, Hu H, Zheng YG, Tsai MD, Ho MC. Protein Arginine Methyltransferase 8: Tetrameric Structure and Protein Substrate Specificity. Biochemistry 2015; 54:7514-23. [PMID: 26529540 DOI: 10.1021/acs.biochem.5b00995] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Type I protein arginine methyltransferases (PRMTs) catalyze asymmetric dimethylation of various proteins, and their dysregulations often correlate with tumorigenesis or developmental deficiency. Recent studies have focused on the in vivo substrate identification and the enzyme mechanism with peptide substrates. However, how PRMTs recognize substrates at the protein level remains unknown. PRMT8 is one of the least characterized type I PRMTs, and its crystal structure has not been reported. Here, we report the crystal structure of the PRMT8:SAH complex, identify a new non-histone protein substrate NIFK, and uncover a previously unknown regulatory region specifically required for recognizing NIFK. Instead of the canonical dimeric structure for other type I PRMTs, PRMT8 exists as a tetramer in solution. Using X-ray crystallography in combination with small-angle X-ray scattering experiments, the dimer of dimers architecture in which two PRMT8 dimers are held together mainly by β strand interactions was proposed. Mutation of PRMT8-β15 impedes the methylation of NIFK but still allows methylation of the histone H2A/H2B dimer or a peptide substrate, suggesting a possible structural basis for recognition of protein substrates. Lastly, we observed two PRMT8 dimer orientations resulting in open (without SAH) and closed (with SAH bound) conformations. The comparison between open and closed conformations may provide useful information for PRMT1/8 inhibitor design.
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Affiliation(s)
- Wei-Chao Lee
- Institute of Biological Chemistry, Academia Sinica , Taipei 115, Taiwan
| | - Wen-Ling Lin
- Institute of Biological Chemistry, Academia Sinica , Taipei 115, Taiwan
| | - Tsutomu Matsui
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Stanford University , Menlo Park, California 94025, United States
| | - Eric S-W Chen
- Institute of Biological Chemistry, Academia Sinica , Taipei 115, Taiwan
| | - Tong-You Wade Wei
- Institute of Biological Chemistry, Academia Sinica , Taipei 115, Taiwan
| | - Wen-Hsuan Lin
- Institute of Biological Chemistry, Academia Sinica , Taipei 115, Taiwan
| | - Hao Hu
- Department of Pharmaceutical and Biomedical Sciences, University of Georgia , Athens, Georgia 30602, United States
| | - Yujun George Zheng
- Department of Pharmaceutical and Biomedical Sciences, University of Georgia , Athens, Georgia 30602, United States
| | - Ming-Daw Tsai
- Institute of Biological Chemistry, Academia Sinica , Taipei 115, Taiwan
| | - Meng-Chiao Ho
- Institute of Biological Chemistry, Academia Sinica , Taipei 115, Taiwan
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11
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Zhou R, Xie Y, Hu H, Hu G, Patel VS, Zhang J, Yu K, Huang Y, Jiang H, Liang Z, Zheng YG, Luo C. Molecular Mechanism underlying PRMT1 Dimerization for SAM Binding and Methylase Activity. J Chem Inf Model 2015; 55:2623-32. [PMID: 26562720 DOI: 10.1021/acs.jcim.5b00454] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Protein arginine methyltransferases (PRMTs) catalyze the posttranslational methylation of arginine, which is important in a range of biological processes, including epigenetic regulation, signal transduction, and cancer progression. Although previous studies of PRMT1 mutants suggest that the dimerization arm and the N-terminal region of PRMT1 are important for activity, the contributions of these regions to the structural architecture of the protein and its catalytic methylation activity remain elusive. Molecular dynamics (MD) simulations performed in this study showed that both the dimerization arm and the N-terminal region undergo conformational changes upon dimerization. Because a correlation was found between the two regions despite their physical distance, an allosteric pathway mechanism was proposed based on a network topological analysis. The mutation of residues along the allosteric pathways markedly reduced the methylation activity of PRMT1, which may be attributable to the destruction of dimer formation and accordingly reduced S-adenosyl-L-methionine (SAM) binding. This study provides the first demonstration of the use of a combination of MD simulations, network topological analysis, and biochemical assays for the exploration of allosteric regulation upon PRMT1 dimerization. These findings illuminate the results of mechanistic studies of PRMT1, which have revealed that dimer formation facilitates SAM binding and catalytic methylation, and provided direction for further allosteric studies of the PRMT family.
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Affiliation(s)
- Ran Zhou
- Center for Systems Biology, Soochow University , Jiangsu 215006, China.,State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences , Shanghai 201203, China
| | - Yiqian Xie
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences , Shanghai 201203, China
| | - Hao Hu
- Department of Pharmaceutical and Biomedical Sciences, University of Georgia , Athens, Georgia 30602, United States
| | - Guang Hu
- Center for Systems Biology, Soochow University , Jiangsu 215006, China
| | - Viral Sanjay Patel
- Department of Pharmaceutical and Biomedical Sciences, University of Georgia , Athens, Georgia 30602, United States
| | - Jin Zhang
- Department of Urology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University , Shanghai 201203, China
| | - Kunqian Yu
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences , Shanghai 201203, China
| | - Yiran Huang
- Department of Urology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University , Shanghai 201203, China
| | - Hualiang Jiang
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences , Shanghai 201203, China
| | - Zhongjie Liang
- Center for Systems Biology, Soochow University , Jiangsu 215006, China
| | - Yujun George Zheng
- Department of Pharmaceutical and Biomedical Sciences, University of Georgia , Athens, Georgia 30602, United States
| | - Cheng Luo
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences , Shanghai 201203, China
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