1
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Kudo G, Hirao T, Harada R, Hirokawa T, Shigeta Y, Yoshino R. Prediction of the binding mechanism of a selective DNA methyltransferase 3A inhibitor by molecular simulation. Sci Rep 2024; 14:13508. [PMID: 38866895 PMCID: PMC11169543 DOI: 10.1038/s41598-024-64236-9] [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: 12/08/2023] [Accepted: 06/06/2024] [Indexed: 06/14/2024] Open
Abstract
DNA methylation is an epigenetic mechanism that introduces a methyl group at the C5 position of cytosine. This reaction is catalyzed by DNA methyltransferases (DNMTs) and is essential for the regulation of gene transcription. The DNMT1 and DNMT3A or -3B family proteins are known targets for the inhibition of DNA hypermethylation in cancer cells. A selective non-nucleoside DNMT3A inhibitor was developed that mimics S-adenosyl-l-methionine and deoxycytidine; however, the mechanism of selectivity is unclear because the inhibitor-protein complex structure determination is absent. Therefore, we performed docking and molecular dynamics simulations to predict the structure of the complex formed by the association between DNMT3A and the selective inhibitor. Our simulations, binding free energy decomposition analysis, structural isoform comparison, and residue scanning showed that Arg688 of DNMT3A is involved in the interaction with this inhibitor, as evidenced by its significant contribution to the binding free energy. The presence of Asn1192 at the corresponding residues in DNMT1 results in a loss of affinity for the inhibitor, suggesting that the interactions mediated by Arg688 in DNMT3A are essential for selectivity. Our findings can be applied in the design of DNMT-selective inhibitors and methylation-specific drug optimization procedures.
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Affiliation(s)
- Genki Kudo
- Physics Department, Graduate School of Pure and Applied Sciences, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8571, Japan
| | - Takumi Hirao
- Doctoral Program in Medical Sciences, Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Ibaraki, 305-8575, Japan
- Division of Biomedical Science, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8575, Japan
| | - Ryuhei Harada
- Center for Computational Sciences, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8577, Japan
| | - Takatsugu Hirokawa
- Division of Biomedical Science, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8575, Japan
- Transborder Medical Research Center, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8575, Japan
| | - Yasuteru Shigeta
- Physics Department, Graduate School of Pure and Applied Sciences, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8571, Japan
- Center for Computational Sciences, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8577, Japan
| | - Ryunosuke Yoshino
- Division of Biomedical Science, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8575, Japan.
- Transborder Medical Research Center, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8575, Japan.
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2
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Gabellier L, De Toledo M, Chakraborty M, Akl D, Hallal R, Aqrouq M, Buonocore G, Recasens-Zorzo C, Cartron G, Delort A, Piechaczyk M, Tempé D, Bossis G. SUMOylation inhibitor TAK-981 (subasumstat) synergizes with 5-azacytidine in preclinical models of acute myeloid leukemia. Haematologica 2024; 109:98-114. [PMID: 37608777 PMCID: PMC10772526 DOI: 10.3324/haematol.2023.282704] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 08/16/2023] [Indexed: 08/24/2023] Open
Abstract
Acute myeloid leukemias (AML) are severe hematomalignancies with dismal prognosis. The post-translational modification SUMOylation plays key roles in leukemogenesis and AML response to therapies. Here, we show that TAK-981 (subasumstat), a first-in-class SUMOylation inhibitor, is endowed with potent anti-leukemic activity in various preclinical models of AML. TAK-981 targets AML cell lines and patient blast cells in vitro and in vivo in xenografted mice with minimal toxicity on normal hematopoietic cells. Moreover, it synergizes with 5-azacytidine (AZA), a DNA-hypomethylating agent now used in combination with the BCL-2 inhibitor venetoclax to treat AML patients unfit for standard chemotherapies. Interestingly, TAK-981+AZA combination shows higher anti-leukemic activity than AZA+venetoclax combination both in vitro and in vivo, at least in the models tested. Mechanistically, TAK-981 potentiates the transcriptional reprogramming induced by AZA, promoting apoptosis, alteration of the cell cycle and differentiation of the leukemic cells. In addition, TAK-981+AZA treatment induces many genes linked to inflammation and immune response pathways. In particular, this leads to the secretion of type-I interferon by AML cells. Finally, TAK-981+AZA induces the expression of natural killer-activating ligands (MICA/B) and adhesion proteins (ICAM-1) at the surface of AML cells. Consistently, TAK-981+AZA-treated AML cells activate natural killer cells and increase their cytotoxic activity. Targeting SUMOylation with TAK-981 may thus be a promising strategy to both sensitize AML cells to AZA and reduce their immune-escape capacities.
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Affiliation(s)
- Ludovic Gabellier
- IGMM, Univ. Montpellier, CNRS, Montpellier, France; Service d'Hématologie Clinique, CHU de Montpellier, 80 avenue Augustin Fliche, 34091 Montpellier
| | | | | | - Dana Akl
- IGMM, Univ. Montpellier, CNRS, Montpellier
| | | | | | | | | | - Guillaume Cartron
- IGMM, Univ. Montpellier, CNRS, Montpellier, France; Service d'Hématologie Clinique, CHU de Montpellier, 80 avenue Augustin Fliche, 34091 Montpellier
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Ma J, Wen X, Xu Z, Xia P, Jin Y, Lin J, Qian J. Abnormal regulation of miR-29b-ID1 signaling is involved in the process of decitabine resistance in leukemia cells. Cell Cycle 2023; 22:1215-1231. [PMID: 37032592 PMCID: PMC10193880 DOI: 10.1080/15384101.2023.2200312] [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: 01/06/2023] [Revised: 02/06/2023] [Accepted: 02/27/2023] [Indexed: 04/11/2023] Open
Abstract
Decitabine (DAC) is an inhibitor of DNA methyltransferase used to treat leukemia, but primary or secondary resistance to DAC may develop during therapy. The mechanisms related to DAC resistance remain poorly understood. In this study, we find that miR-29b expression was decreased in various leukemia cell lines and AML patients and was associated with poor prognosis. In DAC-sensitive cells, miR-29b inhibited cell growth, promoted apoptosis, and increased the sensitivity to DAC. Similarly, it exerted anti-leukemic effects in DAC-resistant cells. When the miR-29b promoter in DAC-resistant cells was demethylated, its expression was not up-regulated. Furthermore, the expression of ID1, one of the target genes of miR-29b, was down-regulated in miR-29b transfected leukemic cells. ID1 promoted cell growth, inhibited cell apoptosis, and decreased DAC sensitivity in leukemic cells in vitro and in vivo. ID1 was down-regulated in DAC-sensitive cells treated with DAC, while it was up-regulated in DAC-resistant cells. Interestingly, the ID1 promoter region was completely unmethylated in both DAC-resistant cells and sensitive cells before DAC treatment. The growth inhibition, increased DAC sensitivity, and apoptosis induced by miR-29b can be eliminated by increasing ID1 expression. These results suggested that DAC regulates ID1 expression by acting on miR-29b. Abnormal ID1 expression of ID1 that is methylation independent and induced by miR-29b may be involved in the process of leukemia cells acquiring DAC resistance.
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Affiliation(s)
- Jichun Ma
- Department of central lab, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
- Zhenjiang Clinical Research Center of Hematology, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
- The Key Lab of Precision Diagnosis and Treatment in Hematologic Malignancies of Zhenjiang City, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Xiangmei Wen
- Department of central lab, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
- Zhenjiang Clinical Research Center of Hematology, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
- The Key Lab of Precision Diagnosis and Treatment in Hematologic Malignancies of Zhenjiang City, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Zijun Xu
- Department of central lab, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
- Zhenjiang Clinical Research Center of Hematology, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
- The Key Lab of Precision Diagnosis and Treatment in Hematologic Malignancies of Zhenjiang City, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Peihui Xia
- Department of central lab, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
- Zhenjiang Clinical Research Center of Hematology, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
- The Key Lab of Precision Diagnosis and Treatment in Hematologic Malignancies of Zhenjiang City, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Ye Jin
- Zhenjiang Clinical Research Center of Hematology, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
- The Key Lab of Precision Diagnosis and Treatment in Hematologic Malignancies of Zhenjiang City, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
- Department of Hematology, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Jiang Lin
- Department of central lab, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
- Zhenjiang Clinical Research Center of Hematology, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
- The Key Lab of Precision Diagnosis and Treatment in Hematologic Malignancies of Zhenjiang City, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Jun Qian
- Zhenjiang Clinical Research Center of Hematology, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
- The Key Lab of Precision Diagnosis and Treatment in Hematologic Malignancies of Zhenjiang City, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
- Department of Hematology, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
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4
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Greve G, Andrieux G, Schlosser P, Blagitko-Dorfs N, Rehman UU, Ma T, Pfeifer D, Heil G, Neubauer A, Krauter J, Heuser M, Salih HR, Döhner K, Döhner H, Hackanson B, Boerries M, Lübbert M. In vivo kinetics of early, non-random methylome and transcriptome changes induced by DNA-hypomethylating treatment in primary AML blasts. Leukemia 2023; 37:1018-1027. [PMID: 37024521 PMCID: PMC10169639 DOI: 10.1038/s41375-023-01876-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 03/08/2023] [Accepted: 03/13/2023] [Indexed: 04/08/2023]
Abstract
Despite routine use of DNA-hypomethylating agents (HMAs) in AML/MDS therapy, their mechanisms of action are not yet unraveled. Pleiotropic effects of HMAs include global methylome and transcriptome changes. We asked whether in blasts and T-cells from AML patients HMA-induced in vivo demethylation and remethylation occur randomly or non-randomly, and whether gene demethylation is associated with gene induction. Peripheral blood AML blasts from patients receiving decitabine (20 mg/m2 day 1-5) were serially isolated for methylome analyses (days 0, 8 and 15, n = 28) and methylome-plus-transcriptome analyses (days 0 and 8, n = 23), respectively. T-cells were isolated for methylome analyses (days 0 and 8; n = 16). We noted massive, non-random demethylation at day 8, which was variable between patients. In contrast, T-cells disclosed a thousand-fold lesser, random demethylation, indicating selectivity of the demethylation for the malignant blasts. The integrative analysis of DNA demethylation and transcript induction revealed 87 genes displaying a significant inverse correlation, e.g. the tumor suppressor gene IFI27, whose derepression was validated in two AML cell lines. These results support HMA-induced, non-random early in vivo demethylation events in AML blasts associated with gene induction. Larger patient cohorts are needed to determine whether a demethylation signature may be predictive for response to this treatment.
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Affiliation(s)
- Gabriele Greve
- Institute of Genetic Epidemiology, Faculty of Medicine and Medical Center - University of Freiburg, Freiburg, Germany
| | - Geoffroy Andrieux
- Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Pascal Schlosser
- Institute of Genetic Epidemiology, Faculty of Medicine and Medical Center - University of Freiburg, Freiburg, Germany
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Nadja Blagitko-Dorfs
- Institute for Immunodeficiency, Center for Chronic Immunodeficiency (CCI), Medical Center - University of Freiburg, Freiburg, Germany
| | - Usama-Ur Rehman
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Tobias Ma
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Dietmar Pfeifer
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Gerhard Heil
- Department of Internal Medicine V, Klinikum Lüdenscheid, Lüdenscheid, Germany
| | - Andreas Neubauer
- Philipps University Marburg, and University Hospital Giessen and Marburg, Marburg, Germany
| | - Jürgen Krauter
- Department of Hematology and Oncology, Klinikum Braunschweig, Braunschweig, Germany
| | - Michael Heuser
- Department of Hematology, Hemostasis, Oncology and Stem Cell Transplantation, Hannover Medical School, 30625, Hannover, Germany
| | - Helmut R Salih
- Department of Hematology and Oncology, Eberhard Karls University Tübingen, Tübingen, Germany
| | - Konstanze Döhner
- Department of Internal Medicine III, University Hospital of Ulm, Ulm, Germany
| | - Hartmut Döhner
- Department of Internal Medicine III, University Hospital of Ulm, Ulm, Germany
| | - Björn Hackanson
- Department of Hematology/Oncology, University Medical Center Augsburg, Augsburg, Germany
| | - Melanie Boerries
- Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK), Partner site Freiburg; and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Michael Lübbert
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
- German Cancer Consortium (DKTK), Partner site Freiburg; and German Cancer Research Center (DKFZ), Heidelberg, Germany.
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5
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Upadhyay P, Beales J, Shah NM, Gruszczynska A, Miller CA, Petti AA, Ramakrishnan SM, Link DC, Ley TJ, Welch JS. Recurrent transcriptional responses in AML and MDS patients treated with decitabine. Exp Hematol 2022; 111:50-65. [PMID: 35429619 PMCID: PMC9833843 DOI: 10.1016/j.exphem.2022.04.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 03/29/2022] [Accepted: 04/05/2022] [Indexed: 01/21/2023]
Abstract
The molecular events responsible for decitabine responses in myelodysplastic syndrome and acute myeloid leukemia patients are poorly understood. Decitabine has a short serum half-life and limited stability in tissue culture. Therefore, theoretical pharmacologic differences may exist between patient molecular changes in vitro and the consequences of in vivo treatment. To systematically identify the global genomic and transcriptomic alterations induced by decitabine in vivo, we evaluated primary bone marrow samples that were collected during patient treatment and applied whole-genome bisulfite sequencing, RNA-sequencing, and single-cell RNA sequencing. Decitabine induced global, reversible hypomethylation after 10 days of therapy in all patients, which was associated with induction of interferon-induced pathways, the expression of endogenous retroviral elements, and inhibition of erythroid-related transcripts, recapitulating many effects seen previously in in vitro studies. However, at relapse after decitabine treatment, interferon-induced transcripts remained elevated relative to day 0, but erythroid-related transcripts now were more highly expressed than at day 0. Clinical responses were not correlated with epigenetic or transcriptional signatures, although sample size and interpatient variance restricted the statistical power required for capturing smaller effects. Collectively, these data define global hypomethylation by decitabine and find that erythroid-related pathways may be relevant because they are inhibited by therapy and reverse at relapse.
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Affiliation(s)
- Pawan Upadhyay
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, MO
| | - Jeremy Beales
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, MO
| | - Nakul M. Shah
- Department of Medicine, Washington University School of Medicine, St. Louis, MO
| | - Agata Gruszczynska
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, MO
| | - Christopher A. Miller
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, MO
| | - Allegra A. Petti
- Department of Neuro-logical Surgery, Washington University School of Medicine, St. Louis, MO
| | - Sai Mukund Ramakrishnan
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, MO
| | - Daniel C. Link
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, MO
| | - Timothy J. Ley
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, MO
| | - John S. Welch
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, MO
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6
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Qi H, Song S, Wang P. ImmuMethy, a database of DNA methylation plasticity at a single cytosine resolution in human blood and immune cells. Database (Oxford) 2022; 2022:6562126. [PMID: 35363305 PMCID: PMC9216548 DOI: 10.1093/database/baac020] [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: 08/02/2021] [Revised: 01/09/2022] [Accepted: 03/18/2022] [Indexed: 11/23/2022]
Abstract
Differential DNA methylation is a feature of numerous physiological and pathological processes. However, the extent to which single-base cytosine methylation modifies cellular responses to various stimuli has not been well characterized. In this study, we carried out a systematic analysis of methylome data derived from human blood and immune cells and constructed the ImmuMethy database. ImmuMethy allows interrogation of DNA methylation plasticity (MPL) at the single cytosine level. MPL, which refers to the variability of DNA methylation, is quantitatively measured in multiple ways, such as quartiles and standard deviations. ImmuMethy comprises over 36 000 samples from the Human Methylation450 and MethylationEPIC BeadChips platforms and provides multiple applications, such as an overview of methylation status and plasticity, differential methylation analysis, identification of methylation markers and sample stratification. An analysis of all datasets revealed that DNA methylation is generally stable, with minimal changes in beta values. This further supports the characteristics of DNA methylation homeostasis. Based on the beta value distribution, we identified three types of methylation sites: methylation tendency sites, unmethylation tendency sites and dual tendency or nonbiased methylation sites. These sites represent different methylation tendentiousness of DNA methylation across samples. The occurrence of multiple methylation tendencies in a site means split methylation, which generally corresponds to high MPL. Inverted methylation tendencies from methylation tendency sites to unmethylation tendency sites, or vice versa, represent strong differential methylation in response to conditions. All these sites can be identified in ImmuMethy, making it a useful tool for omics-based data-driven knowledge discovery. Database URL: http://immudb.bjmu.edu.cn/immumethy/
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Affiliation(s)
- Huiying Qi
- Department of Health Informatics and Management, Peking University Health Science Center, No. 38 Xueyuan Road, Beijing 100191, China
| | - Shibin Song
- Information Technology Center, Peking University Health Science Center, No. 38 Xueyuan Road, Beijing 100191, China
| | - Pingzhang Wang
- Department of Immunology, NHC Key Laboratory of Medical Immunology, School of Basic Medical Sciences, Peking University Health Science Center, No. 38 Xueyuan Road, Beijing 100191, China
- Peking University Center for Human Disease Genomics, No. 38 Xueyuan Road, Beijing 100191, China
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7
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Wijesooriya K, Jadaan SA, Perera KL, Kaur T, Ziemann M. Urgent need for consistent standards in functional enrichment analysis. PLoS Comput Biol 2022; 18:e1009935. [PMID: 35263338 PMCID: PMC8936487 DOI: 10.1371/journal.pcbi.1009935] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 03/21/2022] [Accepted: 02/18/2022] [Indexed: 11/25/2022] Open
Abstract
Gene set enrichment tests (a.k.a. functional enrichment analysis) are among the most frequently used methods in computational biology. Despite this popularity, there are concerns that these methods are being applied incorrectly and the results of some peer-reviewed publications are unreliable. These problems include the use of inappropriate background gene lists, lack of false discovery rate correction and lack of methodological detail. To ascertain the frequency of these issues in the literature, we performed a screen of 186 open-access research articles describing functional enrichment results. We find that 95% of analyses using over-representation tests did not implement an appropriate background gene list or did not describe this in the methods. Failure to perform p-value correction for multiple tests was identified in 43% of analyses. Many studies lacked detail in the methods section about the tools and gene sets used. An extension of this survey showed that these problems are not associated with journal or article level bibliometrics. Using seven independent RNA-seq datasets, we show misuse of enrichment tools alters results substantially. In conclusion, most published functional enrichment studies suffered from one or more major flaws, highlighting the need for stronger standards for enrichment analysis. Functional enrichment analysis is a commonly used technique to identify trends in large scale biological datasets. In biomedicine, functional enrichment analysis of gene expression data is frequently applied to identify disease and drug mechanisms. While enrichment tests were once primarily conducted with complicated computer scripts, web-based tools are becoming more widely used. Users can paste a list of genes into a website and receive enrichment results in a matter of seconds. Despite the popularity of these tools, there are concerns that statistical problems and incomplete reporting are compromising research quality. In this article, we conducted a systematic examination of published enrichment analyses and assessed whether (i) any statistical flaws were present and (ii) sufficient methodological detail is provided such that the study could be replicated. We found that lack of methodological detail and errors in statistical analysis were widespread, which undermines the reliability and reproducibility of these research articles. A set of best practices is urgently needed to raise the quality of published work.
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Affiliation(s)
- Kaumadi Wijesooriya
- Deakin University, School of Life and Environmental Sciences, Geelong, Australia
| | - Sameer A. Jadaan
- College of Health and Medical Technology, Middle Technical University, Baghdad, Iraq
| | - Kaushalya L. Perera
- Deakin University, School of Life and Environmental Sciences, Geelong, Australia
| | - Tanuveer Kaur
- Deakin University, School of Life and Environmental Sciences, Geelong, Australia
| | - Mark Ziemann
- Deakin University, School of Life and Environmental Sciences, Geelong, Australia
- * E-mail:
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8
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Lai J, Liu Z, Zhao Y, Ma C, Huang H. Anticancer Effects of I-BET151, an Inhibitor of Bromodomain and Extra-Terminal Domain Proteins. Front Oncol 2021; 11:716830. [PMID: 34540687 PMCID: PMC8443787 DOI: 10.3389/fonc.2021.716830] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2021] [Accepted: 08/17/2021] [Indexed: 11/13/2022] Open
Abstract
I-BET151 is an inhibitor of bromodomain and extra-terminal domain (BET) proteins that selectively inhibits BET family members (BRD2, BRD3, BRD4, and BRDT). Over the past ten years, many studies have demonstrated the potential of I-BET151 in cancer treatment. Specifically, I-BET151 causes cell cycle arrest and inhibits tumor cell proliferation in some hematological malignancies and solid tumors, such as breast cancer, glioma, melanoma, neuroblastoma, and ovarian cancer. The anticancer activity of I-BET151 is related to its effects on NF-κB, Notch, and Hedgehog signal transduction pathway, tumor microenvironment (TME) and telomere elongation. Remarkably, the combination of I-BET151 with select anticancer drugs can partially alleviate the occurrence of drug resistance in chemotherapy. Especially, the combination of forskolin, ISX9, CHIR99021, I-BET151 and DAPT allows GBM cells to be reprogrammed into neurons, and this process does not experience an intermediate pluripotent state. The research on the anticancer mechanism of I-BET151 will lead to new treatment strategies for clinical cancer.
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Affiliation(s)
- Jiacheng Lai
- Department of Neurosurgery, The First Hospital of Jilin University, Changchun, China
| | - Ziqiang Liu
- Department of Neurosurgery, The First Hospital of Jilin University, Changchun, China
| | - Yulei Zhao
- Department of Neurosurgery, The First Hospital of Jilin University, Changchun, China
| | - Chengyuan Ma
- Department of Neurosurgery, The First Hospital of Jilin University, Changchun, China
| | - Haiyan Huang
- Department of Neurosurgery, The First Hospital of Jilin University, Changchun, China
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9
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Wu HJ, Chu PY. Epigenetic Regulation of Breast Cancer Stem Cells Contributing to Carcinogenesis and Therapeutic Implications. Int J Mol Sci 2021; 22:ijms22158113. [PMID: 34360879 PMCID: PMC8348144 DOI: 10.3390/ijms22158113] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 07/23/2021] [Accepted: 07/27/2021] [Indexed: 12/15/2022] Open
Abstract
Globally, breast cancer has remained the most commonly diagnosed cancer and the leading cause of cancer death among women. Breast cancer is a highly heterogeneous and phenotypically diverse group of diseases, which require different selection of treatments. Breast cancer stem cells (BCSCs), a small subset of cancer cells with stem cell-like properties, play essential roles in breast cancer progression, recurrence, metastasis, chemoresistance and treatments. Epigenetics is defined as inheritable changes in gene expression without alteration in DNA sequence. Epigenetic regulation includes DNA methylation and demethylation, as well as histone modifications. Aberrant epigenetic regulation results in carcinogenesis. In this review, the mechanism of epigenetic regulation involved in carcinogenesis, therapeutic resistance and metastasis of BCSCs will be discussed, and finally, the therapies targeting these biomarkers will be presented.
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Affiliation(s)
- Hsing-Ju Wu
- Department of Biology, National Changhua University of Education, Changhua 500, Taiwan;
- Research Assistant Center, Show Chwan Memorial Hospital, Changhua 500, Taiwan
- Department of Medical Research, Chang Bing Show Chwan Memorial Hospital, Lukang Town, Changhua 505, Taiwan
| | - Pei-Yi Chu
- School of Medicine, College of Medicine, Fu Jen Catholic University, New Taipei City 242, Taiwan
- Department of Pathology, Show Chwan Memorial Hospital, Changhua 500, Taiwan
- Department of Health Food, Chung Chou University of Science and Technology, Changhua 510, Taiwan
- National Institute of Cancer Research, National Health Research Institutes, Tainan 704, Taiwan
- Correspondence: ; Tel.: +886-975611855; Fax: +886-47227116
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10
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Zhu H, Yang B, Liu J, Wang B, Wu Y, Zheng Z, Ling Y. A novel treatment regimen of granulocyte colony-stimulating factor combined with ultra-low-dose decitabine and low-dose cytarabine in older patients with acute myeloid leukemia and myelodysplastic syndromes. Ther Adv Hematol 2021; 12:20406207211009334. [PMID: 33995987 PMCID: PMC8111530 DOI: 10.1177/20406207211009334] [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: 11/03/2020] [Accepted: 03/21/2021] [Indexed: 11/17/2022] Open
Abstract
Background: Older patients with acute myeloid leukemia (AML) and myelodysplastic syndromes (MDS) unfit for intensive chemotherapy are emergent for suitable treatment strategies. Hypomethylating agents and low-dose cytarabine have generated relevant benefits in the hematological malignancies over recent decades. We evaluated the efficacy and safety of the novel treatment regimen consisting of ultra-low-dose decitabine and low-dose cytarabine, with granulocyte colony-stimulating factor (G-CSF) in this population of patients. Methods and materials: Patients aged more than 60 years with newly diagnosed AML/MDS were enrolled to receive therapy combined of 300 µg subcutaneously per day for priming, decitabine 5.15–7.62 mg/m2/d intravenously and cytarabine 15 mg/m2/d twice a day subcutaneously and G-CSF for consecutive 10 days every 28 days. The study enrolled 28 patients unfit for standard intensive chemotherapy. The median age of patients was 68 years (range 60–83 years) and 20 (71.4%) patients harbored AML. The primary outcome was to evaluate overall response rate. Results: Overall, this novel ultra-low-dose treatment regimen was well tolerated, with 0% of both 4- and 8-week mortality occurrence. Objective response rate (CR + CRi + PR in AML and CR + mCR + PR in MDS) was 57.1% after the first treatment course. Responses of hematologic improvement (HI) aspect were achieved in 18 of 28 (64.3%) patients, 11 (39.3%), 12 (42.9%), and eight patients (28.6%) achieved HI-E, HI-P, HI-N, respectively. Conclusions: Untreated elderly with AML/MDS were well tolerated and benefited from this novel ultra-low-dose treatment regimen.
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Affiliation(s)
- Huan Zhu
- Department of Hematology, The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou, Changzhou, Jiangsu, China
| | - Bin Yang
- The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou, Changzhou, Jiangsu, China
| | - Jia Liu
- The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou, Changzhou, Jiangsu, China
| | - Biao Wang
- The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou, Changzhou, Jiangsu, China
| | - Yicun Wu
- The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou, Changzhou, Jiangsu, China
| | - Zhuojun Zheng
- The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou, Changzhou, Jiangsu, China
| | - Yun Ling
- Department of Hematology, The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou, Juqian Road 185, Changzhou, Jiangsu 213000, China
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11
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Wong KK, Hassan R, Yaacob NS. Hypomethylating Agents and Immunotherapy: Therapeutic Synergism in Acute Myeloid Leukemia and Myelodysplastic Syndromes. Front Oncol 2021; 11:624742. [PMID: 33718188 PMCID: PMC7947882 DOI: 10.3389/fonc.2021.624742] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 01/06/2021] [Indexed: 02/06/2023] Open
Abstract
Decitabine and guadecitabine are hypomethylating agents (HMAs) that exert inhibitory effects against cancer cells. This includes stimulation of anti-tumor immunity in acute myeloid leukemia (AML) and myelodysplastic syndromes (MDS) patients. Treatment of AML and MDS patients with the HMAs confers upregulation of cancer/testis antigens (CTAs) expression including the highly immunogenic CTA NY-ESO-1. This leads to activation of CD4+ and CD8+ T cells for elimination of cancer cells, and it establishes the feasibility to combine cancer vaccine with HMAs to enhance vaccine immunogenicity. Moreover, decitabine and guadecitabine induce the expression of immune checkpoint molecules in AML cells. In this review, the accumulating knowledge on the immunopotentiating properties of decitabine and guadecitabine in AML and MDS patients are presented and discussed. In summary, combination of decitabine or guadecitabine with NY-ESO-1 vaccine enhances vaccine immunogenicity in AML patients. T cells from AML patients stimulated with dendritic cell (DC)/AML fusion vaccine and guadecitabine display increased capacity to lyse AML cells. Moreover, decitabine enhances NK cell-mediated cytotoxicity or CD123-specific chimeric antigen receptor-engineered T cells antileukemic activities against AML. Furthermore, combination of either HMAs with immune checkpoint blockade (ICB) therapy may circumvent their resistance. Finally, clinical trials of either HMAs combined with cancer vaccines, NK cell infusion or ICB therapy in relapsed/refractory AML and high-risk MDS patients are currently underway, highlighting the promising efficacy of HMAs and immunotherapy synergy against these malignancies.
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Affiliation(s)
- Kah Keng Wong
- Department of Immunology, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
| | - Rosline Hassan
- Department of Haematology, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
| | - Nik Soriani Yaacob
- Department of Chemical Pathology, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
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12
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Chen T, Ali Al-Radhawi M, Sontag ED. A mathematical model exhibiting the effect of DNA methylation on the stability boundary in cell-fate networks. Epigenetics 2020; 16:436-457. [PMID: 32842865 DOI: 10.1080/15592294.2020.1805686] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Cell-fate networks are traditionally studied within the framework of gene regulatory networks. This paradigm considers only interactions of genes through expressed transcription factors and does not incorporate chromatin modification processes. This paper introduces a mathematical model that seamlessly combines gene regulatory networks and DNA methylation (DNAm), with the goal of quantitatively characterizing the contribution of epigenetic regulation to gene silencing. The 'Basin of Attraction percentage' is introduced as a metric to quantify gene silencing abilities. As a case study, a computational and theoretical analysis is carried out for a model of the pluripotent stem cell circuit as well as a simplified self-activating gene model. The results confirm that the methodology quantitatively captures the key role that DNAm plays in enhancing the stability of the silenced gene state.
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Affiliation(s)
- Tianchi Chen
- Department of Bioengineering, Northeastern University, Boston, MA, USA
| | - M Ali Al-Radhawi
- Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA
| | - Eduardo D Sontag
- Department of Bioengineering, Northeastern University, Boston, MA, USA.,Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA.,Laboratory of Systems Pharmacology, Program in Therapeutic Science, Harvard Medical School, Boston, MA, USA
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13
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Ishizaki T, Yamazaki J, Jelinek J, Aoshima K, Kimura T. Genome-wide DNA methylation analysis identifies promoter hypermethylation in canine malignant melanoma. Res Vet Sci 2020; 132:521-526. [PMID: 32810831 DOI: 10.1016/j.rvsc.2020.08.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2019] [Revised: 08/04/2020] [Accepted: 08/05/2020] [Indexed: 12/14/2022]
Abstract
Canine malignant melanoma is a common cancer with a high mortality rate. Although previous studies have evaluated various aspects of this tumour, the exact mechanism of tumourigenesis remains unknown. Epigenetic mechanisms, such as DNA methylation, have recently gained attention as aetiological factors for neoplasia in humans. This study aimed to analyse genome-wide DNA methylation patterns in canine malignant melanoma based on next-generation sequencing data. A total of 76,213 CpG sites, including 29,482 sites in CpG islands (CGIs), were analysed using next-generation sequencing of methylation-specific signatures, obtained by sequential digestion with enzymes, to compare normal oral mucosal samples from four healthy dogs, four canine melanoma cell lines (3 oral cavity and 1 skin), and five clinical samples of oral canine melanoma. Malignant melanoma showed increased methylation at thousands of normally unmethylated CpG sites in CGIs and decreased methylation at normally methylated CpG sites in non-CGIs. Interestingly, the promoter regions of 81-393 genes were hypermethylated; 23 of these genes were present in all melanoma cell lines and melanoma clinical samples. Among these 23 genes, six genes with "sequence-specific DNA binding" annotation were significantly enriched, including three Homeobox genes-HMX2, TLX2, and HOXA9-that may be involved in the tumourigenesis of canine malignant melanoma. This study revealed widespread alterations in DNA methylation and a large number of hypermethylated genes in canine malignant melanoma.
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Affiliation(s)
- T Ishizaki
- Laboratory of Comparative Pathology, Graduate School of Veterinary Medicine, Hokkaido University, Kita 18, Nishi 9, Kita-ku, Sapporo 060-0818, Japan
| | - J Yamazaki
- Translational Research Unit, Veterinary Teaching Hospital, Graduate School of Veterinary Medicine, Hokkaido University, Kita 18, Nishi 9, Kita-ku, Sapporo 060-0818, Japan.
| | - J Jelinek
- Coriell Institute for Medical Research, 403 Haddon Avenue, Camden, NJ 08103, USA; Fels Institute for Cancer Research and Molecular Biology, Temple University, Philadelphia, PA 19140, USA
| | - K Aoshima
- Laboratory of Comparative Pathology, Graduate School of Veterinary Medicine, Hokkaido University, Kita 18, Nishi 9, Kita-ku, Sapporo 060-0818, Japan
| | - T Kimura
- Laboratory of Comparative Pathology, Graduate School of Veterinary Medicine, Hokkaido University, Kita 18, Nishi 9, Kita-ku, Sapporo 060-0818, Japan
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14
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Lai R, Zhang W, He X, Liao X, Liu X, Fu W, Yang P, Wang J, Hu K, Yuan X, Zhang X, Jing H, Liu W. Prognostic role of ACTL10 in Cytogenetic Normal Acute Myeloid Leukemia. J Cancer 2020; 11:5150-5161. [PMID: 32742462 PMCID: PMC7378917 DOI: 10.7150/jca.39467] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Accepted: 06/14/2020] [Indexed: 01/01/2023] Open
Abstract
ACTL10 is a member of the actin family; however, despite previous studies suggesting that certain proteins in this family may be related to the pathogenesis of leukemia, to the best of our knowledge, no studies to date have demonstrated any association between ACTAL10 and leukemia. Thus, the present study aimed to determine the association between ACTL10 expression levels, DNA methylation levels and the clinical prognosis in cytogenic normal acute myeloid leukemia (CN-AML). Data from seventy-five patients with CN-AML and patients with AML treated with chemotherapy or allogeneic hematopoietic stem cell transplantation were obtained from The Cancer Genome Atlas (TCGA) dataset and were used to analyze the clinical prognosis of ACTL10 RNA expression levels and DNA methylation levels. In addition, the study also investigated the combined clinical prognosis of ACTL10 RNA expression levels and ACTL10 DNA methylation levels in 74 patients with CN-AML from the TCGA dataset. ACTL10 RNA expression levels were observed to be highly expressed in patients with CD34+/CD38+ AML (P<0.01). Both ACTL10 RNA expression levels and DNA methylation were found to be independent prognostic factors for patients with CN-AML; patients with CN-AML in the ACTL10 RNA-high expression group had an increased EFS (P=0.0016) and OS (P=0.014) and patients in ACTL10 DNA methylation-low group also demonstrated a long EFS (P<0.0001) and OS (P=0.004). Notably, integrating ACTL10 RNA expression levels and ACTL10 DNA methylation levels could more accurately predict the prognosis of patients with CN-AML (EFS and OS, P<0.0001). In conclusion, the findings of the present study suggested that the high RNA expression levels and low DNA methylation levels of ACTL10 may predict a good prognosis in patients with CN-AML.
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Affiliation(s)
- Rui Lai
- Department of the Respiratory medicine, The People's Hospital of Ruijin City, Ruijin, 342500, China
| | - Weilong Zhang
- Department of Hematology, Lymphoma Research Center, Peking University Third Hospital, Beijing, 100191, China
| | - Xue He
- Department of Pathology, Beijing Tiantan Hospital Affiliated with Capital Medical University, No. 6 Tiantan Xili, Beijing, 100050, China
| | - Xinhui Liao
- Department of Respiratory medicine, First Affiliated Hospital Gannan Medical University, Ganzhou, 341000, China
| | - Xiaoni Liu
- Department of Respiratory medicine, First Affiliated Hospital Gannan Medical University, Ganzhou, 341000, China
| | - Wei Fu
- Peking University Third Hospital, Beijing, 100191, China
| | - Ping Yang
- Department of Hematology, Lymphoma Research Center, Peking University Third Hospital, Beijing, 100191, China
| | - Jing Wang
- Department of Hematology, Lymphoma Research Center, Peking University Third Hospital, Beijing, 100191, China
| | - Kai Hu
- Department of Hematology, Lymphoma Research Center, Peking University Third Hospital, Beijing, 100191, China
| | - Xiaoliang Yuan
- Department of Respiratory medicine, First Affiliated Hospital Gannan Medical University, Ganzhou, 341000, China
| | - Xiuru Zhang
- Department of Pathology, Beijing Tiantan Hospital Affiliated with Capital Medical University, No. 6 Tiantan Xili, Beijing, 100050, China
| | - Hongmei Jing
- Department of Hematology, Lymphoma Research Center, Peking University Third Hospital, Beijing, 100191, China
| | - Weiyou Liu
- Department of Respiratory medicine, First Affiliated Hospital Gannan Medical University, Ganzhou, 341000, China
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15
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Wong KK. DNMT1 as a therapeutic target in pancreatic cancer: mechanisms and clinical implications. Cell Oncol (Dordr) 2020; 43:779-792. [PMID: 32504382 DOI: 10.1007/s13402-020-00526-4] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2019] [Revised: 04/09/2020] [Accepted: 04/18/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Pancreatic cancer or pancreatic ductal adenocarcinoma (PDAC) is one of the most devastating cancer types with a 5-year survival rate of only 9%. PDAC is one of the leading causes of cancer-related deaths in both genders. Epigenetic alterations may lead to the suppression of tumor suppressor genes, and DNA methylation is a predominant epigenetic modification. DNA methyltransferase 1 (DNMT1) is required for maintaining patterns of DNA methylation during cellular replication. Accumulating evidence has implicated the oncogenic roles of DNMT1 in various malignancies including PDACs. CONCLUSIONS Herein, the expression profiles, oncogenic roles, regulators and inhibitors of DNMT1 in PDACs are presented and discussed. DNMT1 is overexpressed in PDAC cases compared with non-cancerous pancreatic ducts, and its expression gradually increases from pre-neoplastic lesions to PDACs. DNMT1 plays oncogenic roles in suppressing PDAC cell differentiation and in promoting their proliferation, migration and invasion, as well as in induction of the self-renewal capacity of PDAC cancer stem cells. These effects are achieved via promoter hypermethylation of tumor suppressor genes, including cyclin-dependent kinase inhibitors (e.g., p14, p15, p16, p21 and p27), suppressors of epithelial-mesenchymal transition (e.g., E-cadherin) and tumor suppressor miRNAs (e.g., miR-148a, miR-152 and miR-17-92 cluster). Pre-clinical investigations have shown the potency of novel non-nucleoside DNMT1 inhibitors against PDAC cells. Finally, phase I/II clinical trials of DNMT1 inhibitors (azacitidine, decitabine and guadecitabine) in PDAC patients are currently underway, where these inhibitors have the potential to sensitize PDACs to chemotherapy and immune checkpoint blockade therapy.
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Affiliation(s)
- Kah Keng Wong
- Department of Immunology, School of Medical Sciences, Universiti Sains Malaysia, 16150 Kubang Kerian, Kelantan, Malaysia.
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16
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Wong KK. DNMT1: A key drug target in triple-negative breast cancer. Semin Cancer Biol 2020; 72:198-213. [PMID: 32461152 DOI: 10.1016/j.semcancer.2020.05.010] [Citation(s) in RCA: 74] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 05/04/2020] [Accepted: 05/18/2020] [Indexed: 02/06/2023]
Abstract
Triple-negative breast cancer (TNBC) is the most aggressive subtype of breast cancer. Altered epigenetics regulation including DNA hypermethylation by DNA methyltransferase 1 (DNMT1) has been implicated as one of the causes of TNBC tumorigenesis. In this review, the oncogenic functions rendered by DNMT1 in TNBCs, and DNMT1 inhibitors targeting TNBC cells are presented and discussed. In summary, DNMT1 expression is associated with poor breast cancer survival, and it is overexpressed in TNBC subtype. The oncogenic roles of DNMT1 in TNBCs include: (1) Repression of estrogen receptor (ER) expression; (2) Promotion of epithelial-mesenchymal transition (EMT) required for metastasis; (3) Induces cellular autophagy and; (4) Promotes the growth of cancer stem cells in TNBCs. DNMT1 confers these phenotypes by hypermethylating the promoter regions of ER, multiple tumor suppressor genes, microRNAs and epithelial markers involved in suppressing EMT. DNMT1 inhibitors exert anti-tumorigenic effects against TNBC cells. This includes the hypomethylating agents azacitidine, decitabine and guadecitabine that might sensitize TNBC patients to immune checkpoint blockade therapy. DNMT1 represents an epigenetic target for TNBC cells destruction as well as to derail their metastatic and aggressive phenotypes.
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Affiliation(s)
- Kah Keng Wong
- Department of Immunology, School of Medical Sciences, Universiti Sains Malaysia, 16150 Kubang Kerian, Kelantan, Malaysia.
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17
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Luo X, Wang F, Wang G, Zhao Y. Identification of methylation states of DNA regions for Illumina methylation BeadChip. BMC Genomics 2020; 21:672. [PMID: 32138668 PMCID: PMC7057447 DOI: 10.1186/s12864-019-6019-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Accepted: 08/07/2019] [Indexed: 12/24/2022] Open
Abstract
Background Methylation of cytosine bases in DNA is a critical epigenetic mark in many eukaryotes and has also been implicated in the development and progression of normal and diseased cells. Therefore, profiling DNA methylation across the genome is vital to understanding the effects of epigenetic. In recent years the Illumina HumanMethylation450 (HM450K) and MethylationEPIC (EPIC) BeadChip have been widely used to profile DNA methylation in human samples. The methods to predict the methylation states of DNA regions based on microarray methylation datasets are critical to enable genome-wide analyses. Result We report a computational approach based on the two layers two-state hidden Markov model (HMM) to identify methylation states of single CpG site and DNA regions in HM450K and EPIC BeadChip. Using this mothed, all CpGs detected by HM450K and EPIC in H1-hESC and GM12878 cell lines are identified as un-methylated, middle-methylated and full-methylated states. A large number of DNA regions are segmented into three methylation states as well. Comparing the identified regions with the result from the whole genome bisulfite sequencing (WGBS) datasets segmented by MethySeekR, our method is verified. Genome-wide maps of chromatin states show that methylation state is inversely correlated with active histone marks. Genes regulated by un-methylated regions are expressed and regulated by full-methylated regions are repressed. Our method is illustrated to be useful and robust. Conclusion Our method is valuable for DNA methylation genome-wide analyses. It is focusing on identification of DNA methylation states on microarray methylation datasets. For the features of array datasets, using two layers two-state HMM to identify to methylation states on CpG sites and regions creatively, our method which takes into account the distribution of genome-wide methylation levels is more reasonable than segmentation with a fixed threshold. Electronic supplementary material The online version of this article (10.1186/s12864-019-6019-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Ximei Luo
- School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China
| | - Fang Wang
- School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China
| | - Guohua Wang
- School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China.
| | - Yuming Zhao
- Information and Computer Engineering College, Northeast Forestry University, Harbin, China.
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18
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Impact of clinical features, cytogenetics, genetic mutations, and methylation dynamics of CDKN2B and DLC-1 promoters on treatment response to azacitidine. Ann Hematol 2020; 99:527-537. [DOI: 10.1007/s00277-020-03932-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Accepted: 01/19/2020] [Indexed: 12/20/2022]
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19
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Wong KK, Lawrie CH, Green TM. Oncogenic Roles and Inhibitors of DNMT1, DNMT3A, and DNMT3B in Acute Myeloid Leukaemia. Biomark Insights 2019; 14:1177271919846454. [PMID: 31105426 PMCID: PMC6509988 DOI: 10.1177/1177271919846454] [Citation(s) in RCA: 74] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Accepted: 04/05/2019] [Indexed: 12/28/2022] Open
Abstract
Epigenetic alteration has been proposed to give rise to numerous classic hallmarks of cancer. Impaired DNA methylation plays a central role in the onset and progression of several types of malignancies, and DNA methylation is mediated by DNA methyltransferases (DNMTs) consisting of DNMT1, DNMT3A, and DNMT3B. DNMTs are frequently implicated in the pathogenesis and aggressiveness of acute myeloid leukaemia (AML) patients. In this review, we describe and discuss the oncogenic roles of DNMT1, DNMT3A, and DNMT3B in AML. The clinical response predictive roles of DNMTs in clinical trials utilising hypomethylating agents (azacitidine and decitabine) in AML patients are presented. Novel hypomethylating agent (guadecitabine) and experimental DNMT inhibitors in AML are also discussed. In summary, hypermethylation of tumour suppressors mediated by DNMT1 or DNMT3B contributes to the progression and severity of AML (except MLL-AF9 and inv(16)(p13;q22) AML for DNMT3B), while mutation affecting DNMT3A represents an early genetic lesion in the pathogenesis of AML. In clinical trials of AML patients, expression of DNMTs is downregulated by hypomethylating agents while the clinical response predictive roles of DNMT biomarkers remain unresolved. Finally, nucleoside hypomethylating agents have continued to show enhanced responses in clinical trials of AML patients, and novel non-nucleoside DNMT inhibitors have demonstrated cytotoxicity against AML cells in pre-clinical settings.
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Affiliation(s)
- Kah Keng Wong
- Department of Immunology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, Malaysia
| | - Charles H Lawrie
- Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, John Radcliffe Hospital, Oxford, UK.,Oncology Department, Biodonostia Health Research Institute, San Sebastian, Spain
| | - Tina M Green
- Department of Pathology, Odense University Hospital, Odense, Denmark
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20
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Combination treatment of acute myeloid leukemia cells with DNMT and HDAC inhibitors: predominant synergistic gene downregulation associated with gene body demethylation. Leukemia 2018; 33:945-956. [PMID: 30470836 DOI: 10.1038/s41375-018-0293-8] [Citation(s) in RCA: 64] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Revised: 06/21/2018] [Accepted: 09/06/2018] [Indexed: 12/20/2022]
Abstract
DNA methyltransferase inhibitors (DNMTi) approved for older AML patients are clinically tested in combination with histone deacetylase inhibitors (HDACi). The mechanism of action of these drugs is still under debate. In colon cancer cells, 5-aza-2'-deoxycytidine (DAC) can downregulate oncogenes and metabolic genes by reversing gene body DNA methylation, thus implicating gene body methylation as a novel drug target. We asked whether DAC-induced gene body demethylation in AML cells is also associated with gene repression, and whether the latter is enhanced by HDACi.Transcriptome analyses revealed that a combined treatment with DAC and the HDACi panobinostat or valproic acid affected significantly more transcripts than the sum of the genes regulated by either treatment alone, demonstrating a quantitative synergistic effect on genome-wide expression in U937 cells. This effect was particularly striking for downregulated genes. Integrative methylome and transcriptome analyses showed that a massive downregulation of genes, including oncogenes (e.g., MYC) and epigenetic modifiers (e.g., KDM2B, SUV39H1) often overexpressed in cancer, was associated predominantly with gene body DNA demethylation and changes in acH3K9/27. These findings have implications for the mechanism of action of combined epigenetic treatments, and for a better understanding of responses in trials where this approach is clinically tested.
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21
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Imanishi S, Umezu T, Kobayashi C, Ohta T, Ohyashiki K, Ohyashiki JH. Chromatin Regulation by HP1γ Contributes to Survival of 5-Azacytidine-Resistant Cells. Front Pharmacol 2018; 9:1166. [PMID: 30386240 PMCID: PMC6198088 DOI: 10.3389/fphar.2018.01166] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2018] [Accepted: 09/26/2018] [Indexed: 12/20/2022] Open
Abstract
Recent investigations of the treatment for hematologic neoplasms have focused on targeting epigenetic regulators. The DNA methyltransferase inhibitor 5-azacytidine (AZA) has produced good results in the treatment of patients with myelodysplastic syndromes. The mechanism underlying its pharmacological activity involves many cellular processes including histone modifications, but chromatin regulation in AZA-resistant cells is still largely unknown. Therefore, we compared human leukemia cells with AZA resistance and their AZA-sensitive counterparts with regard to the response of histone modifications and their readers to AZA treatment to identify novel molecular target(s) in hematologic neoplasms with AZA resistance. We observed an a decrease of HP1γ, a methylated lysine 9 of histone H3-specific reader protein, in AZA-sensitive cells after treatment, whereas AZA treatment did not affect HP1 family proteins in AZA-resistant cells. The expression of shRNA targeting HP1γ reduced viability and induced apoptosis specifically in AZA-resistant cells, which accompanied with down-regulation of ATM/BRCA1 signaling, indicating that chromatin regulation by HP1γ plays a key role in the survival of AZA-resistant cells. In addition, the amount of HP1γ protein in AZA-sensitive and AZA-resistant cells was decreased after treatment with the bromodomain inhibitor I-BET151 at a dose that inhibited the growth of AZA-resistant cells more strongly than that of AZA-sensitive cells. Our findings demonstrate that treatment with AZA, which affects an epigenetic reader protein and targets HP1γ, or a bromodomain inhibitor is a novel strategy that can be used to treat patients with hematopoietic neoplasms with AZA resistance.
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Affiliation(s)
- Satoshi Imanishi
- Institute of Medical Science, Tokyo Medical University, Tokyo, Japan
| | - Tomohiro Umezu
- Institute of Medical Science, Tokyo Medical University, Tokyo, Japan
| | - Chiaki Kobayashi
- Institute of Medical Science, Tokyo Medical University, Tokyo, Japan
| | - Tomohiko Ohta
- Department of Translational Oncology, St. Marianna University Graduate School of Medicine, Kawasaki, Japan
| | - Kazuma Ohyashiki
- Department of Hematology, Tokyo Medical University, Tokyo, Japan
| | - Junko H Ohyashiki
- Institute of Medical Science, Tokyo Medical University, Tokyo, Japan
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22
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Effects of SCFA on the DNA methylation pattern of adiponectin and resistin in high-fat-diet-induced obese male mice. Br J Nutr 2018; 120:385-392. [PMID: 29925443 DOI: 10.1017/s0007114518001526] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Specific adipokines, such as adiponectin and resistin, are secreted from adipose tissue and are associated with the development of obesity. Supplementation of dietary SCFA can prevent and reverse high-fat-diet (HFD)-induced obesity. However, it is not clear whether SCFA ameliorate abnormal expression of adiponectin and resistin in the obese state. The aim of this study was to investigate the effects of SCFA on adiponectin and resistin's expressions in diet-induced obese mice, as well as the potential mechanisms associated with DNA methylation. C57BL/6J male mice were fed for 16 weeks with five types of HFD (34·9 % fat by wt., 60 % kJ) - a control HFD and four HFD with acetate (HFD-A), propionate (HFD-P), butyrate (HFD-B) and their admixture (HFD-SCFA). Meanwhile, a low-fat diet (4·3 % fat by wt., 10 % kJ) was used as the control group. The reduced mRNA levels of adiponectin and resistin in the adipose tissue of the HFD-fed mice were significantly reversed by dietary supplementation of acetate, propionate, butyrate or their admixture to the HFD. Moreover, the expressional changes of adiponectin and resistin induced by SCFA were associated with alterations in DNA methylation at their promoters, which was mediated by reducing the expressions of enzyme-catalysed DNA methyltransferase (DNMT1, 3a, 3b) and the methyl-CpG-binding domain protein 2 (MBD2) and suppressing the binding of these enzymes to the promoters of adiponectin and resistin. Our results indicate that SCFA may correct aberrant expressions of adiponectin and resistin in obesity by epigenetic regulation.
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23
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Szablewski V, Bret C, Kassambara A, Devin J, Cartron G, Costes-Martineau V, Moreaux J. An epigenetic regulator-related score (EpiScore) predicts survival in patients with diffuse large B cell lymphoma and identifies patients who may benefit from epigenetic therapy. Oncotarget 2018; 9:19079-19099. [PMID: 29721185 PMCID: PMC5922379 DOI: 10.18632/oncotarget.24901] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Accepted: 03/01/2018] [Indexed: 01/07/2023] Open
Abstract
Diffuse large B-cell lymphoma (DLBCL) is the most common form of lymphoma and shows considerable clinical and biological heterogeneity. Much research is currently focused on the identification of prognostic markers for more specific patients’ risk stratification and on the development of therapeutic approaches to improve the long-term outcome. Epigenetic alterations are involved in various cancers, including lymphoma. Interestingly, epigenetic alterations are reversible and drugs to target some of them have been developed. In this study, we demonstrated that the gene expression profile of epigenetic regulators has a prognostic value in DLBCL and identified pathways that could be involved in DLBCL poor outcome. We then designed a new risk score (EpiScore) based on the gene expression level of the epigenetic regulators DNMT3A, DOT1L, SETD8. EpiScore was predictive of overall survival in DLBCL and allowed splitting patients with DLBCL from two independent cohorts (n = 414 and n = 69) in three groups (high, intermediate and low risk). EpiScore was an independent predictor of survival when compared with previously described prognostic factors, such as the International Prognostic Index (IPI), germinal center B cell and activated B cell molecular subgroups, gene expression-based risk score (GERS) and DNA repair score. Immunohistochemistry analysis of DNMT3A in 31 DLBCL samples showed that DNMT3A overexpression (>42% of positive tumor cells) correlated with reduced overall and event-free survival. Finally, an HDAC gene signature was significantly enriched in the DLBCL samples included in the EpiScore high-risk group. We conclude that EpiScore identifies high-risk patients with DLBCL who could benefit from epigenetic therapy.
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Affiliation(s)
- Vanessa Szablewski
- University of Montpellier, UFR de Médecine, Montpellier, France.,Department of Biopathology, CHU Montpellier, Montpellier, France
| | - Caroline Bret
- Department of Biological Hematology, CHU Montpellier, Montpellier, France.,Institute of Human Genetics, CNRS-UM UMR 9002, Montpellier, France.,University of Montpellier, UFR de Médecine, Montpellier, France
| | - Alboukadel Kassambara
- Department of Biological Hematology, CHU Montpellier, Montpellier, France.,Institute of Human Genetics, CNRS-UM UMR 9002, Montpellier, France
| | - Julie Devin
- Institute of Human Genetics, CNRS-UM UMR 9002, Montpellier, France
| | - Guillaume Cartron
- University of Montpellier, UFR de Médecine, Montpellier, France.,CHU Montpellier, Department of Clinical Hematology, Montpellier, France.,Montpellier University, UMR CNRS 5235, Montpellier, France
| | - Valérie Costes-Martineau
- University of Montpellier, UFR de Médecine, Montpellier, France.,Department of Biopathology, CHU Montpellier, Montpellier, France
| | - Jérôme Moreaux
- Department of Biological Hematology, CHU Montpellier, Montpellier, France.,Institute of Human Genetics, CNRS-UM UMR 9002, Montpellier, France.,University of Montpellier, UFR de Médecine, Montpellier, France
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24
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Newcombe AA, Gibson BES, Keeshan K. Harnessing the potential of epigenetic therapies for childhood acute myeloid leukemia. Exp Hematol 2018; 63:1-11. [PMID: 29608923 DOI: 10.1016/j.exphem.2018.03.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2018] [Revised: 03/19/2018] [Accepted: 03/27/2018] [Indexed: 12/31/2022]
Abstract
There is a desperate need for new and effective therapeutic approaches to acute myeloid leukemia (AML) in both children and adults. Epigenetic aberrations are common in adult AML, and many novel epigenetic compounds that may improve patient outcomes are in clinical development. Mutations in epigenetic regulators occur less frequently in AML in children than in adults. Investigating the potential benefits of epigenetic therapy in pediatric AML is an important issue and is discussed in this review.
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Affiliation(s)
| | - Brenda E S Gibson
- Department of Paediatric Haematology, Royal Hospital for Children, Glasgow, UK
| | - Karen Keeshan
- Paul O'Gorman Leukaemia Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, UK.
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25
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Chatterjee SS, Biswas M, Boila LD, Banerjee D, Sengupta A. SMARCB1 Deficiency Integrates Epigenetic Signals to Oncogenic Gene Expression Program Maintenance in Human Acute Myeloid Leukemia. Mol Cancer Res 2018; 16:791-804. [PMID: 29483235 DOI: 10.1158/1541-7786.mcr-17-0493] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2017] [Revised: 01/11/2018] [Accepted: 02/20/2018] [Indexed: 11/16/2022]
Abstract
SWI/SNF is an evolutionarily conserved multi-subunit chromatin remodeling complex that regulates epigenetic architecture and cellular identity. Although SWI/SNF genes are altered in approximately 25% of human malignancies, evidences showing their involvement in tumor cell-autonomous chromatin regulation and transcriptional plasticity are limiting. This study demonstrates that human primary acute myeloid leukemia (AML) cells exhibit near complete loss of SMARCB1 (BAF47 or SNF5/INI1) and SMARCD2 (BAF60B) associated with nucleation of SWI/SNFΔ SMARCC1 (BAF155), an intact core component of SWI/SNFΔ, colocalized with H3K27Ac to target oncogenic loci in primary AML cells. Interestingly, gene ontology (GO) term and pathway analysis suggested that SMARCC1 occupancy was enriched on genes regulating Rac GTPase activation, cell trafficking, and AML-associated transcriptional dysregulation. Transcriptome profiling revealed that expression of these genes is upregulated in primary AML blasts, and loss-of-function studies confirmed transcriptional regulation of Rac GTPase guanine nucleotide exchange factors (GEF) by SMARCB1. Mechanistically, loss of SMARCB1 increased recruitment of SWI/SNFΔ and associated histone acetyltransferases (HAT) to target loci, thereby promoting H3K27Ac and gene expression. Together, SMARCB1 deficiency induced GEFs for Rac GTPase activation and augmented AML cell migration and survival. Collectively, these findings highlight tumor suppressor role of SMARCB1 and illustrate SWI/SNFΔ function in maintaining an oncogenic gene expression program in AML.Implications: Loss of SMARCB1 in AML associates with SWI/SNFΔ nucleation, which in turn promotes Rac GTPase GEF expression, Rac activation, migration, and survival of AML cells, highlighting SWI/SNFΔ downstream signaling as important molecular regulator in AML. Mol Cancer Res; 16(5); 791-804. ©2018 AACR.
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Affiliation(s)
- Shankha Subhra Chatterjee
- Stem Cell & Leukemia Lab, Cancer Biology & Inflammatory Disorder Division, CSIR-Indian Institute of Chemical Biology, Translational Research Unit of Excellence (TRUE), Salt Lake, Kolkata, West Bengal, India
| | - Mayukh Biswas
- Stem Cell & Leukemia Lab, Cancer Biology & Inflammatory Disorder Division, CSIR-Indian Institute of Chemical Biology, Translational Research Unit of Excellence (TRUE), Salt Lake, Kolkata, West Bengal, India
| | - Liberalis Debraj Boila
- Stem Cell & Leukemia Lab, Cancer Biology & Inflammatory Disorder Division, CSIR-Indian Institute of Chemical Biology, Translational Research Unit of Excellence (TRUE), Salt Lake, Kolkata, West Bengal, India
| | - Debasis Banerjee
- Clinical Hematology, Park Clinic, Gorky Terrace, Kolkata, West Bengal, India
| | - Amitava Sengupta
- Stem Cell & Leukemia Lab, Cancer Biology & Inflammatory Disorder Division, CSIR-Indian Institute of Chemical Biology, Translational Research Unit of Excellence (TRUE), Salt Lake, Kolkata, West Bengal, India.
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26
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Yamazaki J, Jelinek J, Hisamoto S, Tsukamoto A, Inaba M. Dynamic changes in DNA methylation patterns in canine lymphoma cell lines demonstrated by genome-wide quantitative DNA methylation analysis. Vet J 2017; 231:48-54. [PMID: 29429487 DOI: 10.1016/j.tvjl.2017.11.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2017] [Revised: 09/05/2017] [Accepted: 11/17/2017] [Indexed: 10/18/2022]
Abstract
DNA methylation is the conversion of cytosine to 5-methylcytosine, leading to changes in the interactions between DNA and proteins. Methylation of cytosine-guanine (CpG) islands (CGIs) is associated with gene expression silencing of the involved promoter. Although studies focussing on global changes or a few single loci in DNA methylation have been performed in dogs with certain diseases, genome-wide analysis of DNA methylation is required to prospectively identify specific regions with DNA methylation change. The hypothesis of this study was that next-generation sequencing with methylation-specific signatures created by sequential digestion of genomic DNA with SmaI and XmaI enzymes can provide quantitative information on methylation levels. Using blood from healthy dogs and cells obtained from canine lymphoma cell lines, approximately 100,000CpG sites across the dog genome were analysed with the novel method established in this study. CpG sites in CGIs broadly were shown to be either methylated or unmethylated in normal blood, while CpG sites not within CpG islands (NCGIs) were largely methylated. Thousands of CpG sites in lymphoma cell lines were found to gain methylation at normally unmethylated CGI sites and lose methylation at normally methylated NCGI sites. These hypermethylated CpG sites are located at promoter regions of hundreds of genes, such as TWIST2 and TLX3. In addition, genes annotated with 'Homeobox' and 'DNA-binding' characteristics have hypermethylated CpG sites in their promoter CGIs. Genome-wide quantitative DNA methylation analysis is a sensitive method that is likely to be suitable for studies of DNA methylation changes in cancer, as well as other common diseases in dogs.
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Affiliation(s)
- J Yamazaki
- Laboratory of Molecular Medicine, Graduate School of Veterinary Medicine, Hokkaido University, Japan.
| | - J Jelinek
- Fels Institute for Cancer Research and Molecular Biology, Temple University, Philadelphia, PA 19140, USA
| | - S Hisamoto
- Laboratory of Molecular Medicine, Graduate School of Veterinary Medicine, Hokkaido University, Japan
| | - A Tsukamoto
- Laboratory of Laboratory Animal Science, School of Veterinary Medicine, Azabu University, Japan
| | - M Inaba
- Laboratory of Molecular Medicine, Graduate School of Veterinary Medicine, Hokkaido University, Japan
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27
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Marie-Claire C, Jourdaine C, Lépine JP, Bellivier F, Bloch V, Vorspan F. Pharmacoepigenomics of opiates and methadone maintenance treatment: current data and perspectives. Pharmacogenomics 2017; 18:1359-1372. [DOI: 10.2217/pgs-2017-0040] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Current treatments of opioid addiction include primarily maintenance medications such as methadone. Chronic exposure to opiate and/or long-lasting maintenance treatment induce modulations of gene expression in brain and peripheral tissues. There is increasing evidence that epigenetic modifications underlie these modulations. This review summarizes published results on opioid-induced epigenetic changes in animal models and in patients. The epigenetic modifications observed with other drugs of abuse often used by opiate abusers are also outlined. Specific methadone maintenance treatment induced epigenetic modifications at different treatment stages may be combined with the ones resulting from patients’ substance use history. Therefore, research comparing groups of addicts with similar history and substances use disorders but contrasting for well-characterized treatment phenotypes should be encouraged.
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Affiliation(s)
- Cynthia Marie-Claire
- Variabilité de réponse aux psychotropes, INSERMU1144/Faculté de Pharmacie de Paris/Université Paris Descartes/Université ParisDiderot/Université Sorbonne Paris Cité, Paris, France
| | - Clément Jourdaine
- AP-HP, GH Saint-Louis – Lariboisière – F. Widal, Pôle de Psychiatrie et de Médecine Addictologique, 75475 Paris cedex 10, France
| | - Jean-Pierre Lépine
- AP-HP, GH Saint-Louis – Lariboisière – F. Widal, Pôle de Psychiatrie et de Médecine Addictologique, 75475 Paris cedex 10, France
| | - Frank Bellivier
- Variabilité de réponse aux psychotropes, INSERMU1144/Faculté de Pharmacie de Paris/Université Paris Descartes/Université ParisDiderot/Université Sorbonne Paris Cité, Paris, France
- AP-HP, GH Saint-Louis – Lariboisière – F. Widal, Pôle de Psychiatrie et de Médecine Addictologique, 75475 Paris cedex 10, France
| | - Vanessa Bloch
- Variabilité de réponse aux psychotropes, INSERMU1144/Faculté de Pharmacie de Paris/Université Paris Descartes/Université ParisDiderot/Université Sorbonne Paris Cité, Paris, France
| | - Florence Vorspan
- Variabilité de réponse aux psychotropes, INSERMU1144/Faculté de Pharmacie de Paris/Université Paris Descartes/Université ParisDiderot/Université Sorbonne Paris Cité, Paris, France
- AP-HP, GH Saint-Louis – Lariboisière – F. Widal, Pôle de Psychiatrie et de Médecine Addictologique, 75475 Paris cedex 10, France
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28
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Schlosberg CE, VanderKraats ND, Edwards JR. Modeling complex patterns of differential DNA methylation that associate with gene expression changes. Nucleic Acids Res 2017; 45:5100-5111. [PMID: 28168293 PMCID: PMC5435975 DOI: 10.1093/nar/gkx078] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Accepted: 01/26/2017] [Indexed: 12/15/2022] Open
Abstract
Numerous genomic studies are underway to determine which genes are abnormally regulated by DNA methylation in disease. However, we have a poor understanding of how disease-specific methylation changes affect expression. We thus developed an integrative analysis tool, Methylation-based Gene Expression Classification (ME-Class), to explain specific variation in methylation that associates with expression change. This model captures the complexity of methylation changes around a gene promoter. Using 17 whole-genome bisulfite sequencing and RNA-seq datasets from different tissues from the Roadmap Epigenomics Project, ME-Class significantly outperforms standard methods using methylation to predict differential gene expression change. To demonstrate its utility, we used ME-Class to analyze 32 datasets from different hematopoietic cell types from the Blueprint Epigenome project. Expression-associated methylation changes were predominantly found when comparing cells from distantly related lineages, implying that changes in the cell's transcriptional program precede associated methylation changes. Training ME-Class on normal-tumor pairs from The Cancer Genome Atlas indicated that cancer-specific expression-associated methylation changes differ from tissue-specific changes. We further show that ME-Class can detect functionally relevant cancer-specific, expression-associated methylation changes that are reversed upon the removal of methylation. ME-Class is thus a powerful tool to identify genes that are dysregulated by DNA methylation in disease.
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Affiliation(s)
- Christopher E Schlosberg
- Center for Pharmacogenomics, Department of Medicine, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Nathan D VanderKraats
- Center for Pharmacogenomics, Department of Medicine, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - John R Edwards
- Center for Pharmacogenomics, Department of Medicine, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
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29
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Encouraging results with the compassionate use of hydralazine/valproate (TRANSKRIP™) as epigenetic treatment for myelodysplastic syndrome (MDS). Ann Hematol 2017; 96:1825-1832. [DOI: 10.1007/s00277-017-3103-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Accepted: 08/13/2017] [Indexed: 12/17/2022]
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30
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Halby L, Menon Y, Rilova E, Pechalrieu D, Masson V, Faux C, Bouhlel MA, David-Cordonnier MH, Novosad N, Aussagues Y, Samson A, Lacroix L, Ausseil F, Fleury L, Guianvarc'h D, Ferroud C, Arimondo PB. Rational Design of Bisubstrate-Type Analogues as Inhibitors of DNA Methyltransferases in Cancer Cells. J Med Chem 2017; 60:4665-4679. [PMID: 28463515 DOI: 10.1021/acs.jmedchem.7b00176] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Aberrant DNA hypermethylation of promoter of tumor suppressor genes is commonly observed in cancer, and its inhibition by small molecules is promising for their reactivation. Here we designed bisubstrate analogues-based inhibitors, by mimicking each substrate, the S-adenosyl-l-methionine and the deoxycytidine, and linking them together. This approach resulted in quinazoline-quinoline derivatives as potent inhibitors of DNMT3A and DNMT1, some showing certain isoform selectivity. We highlighted the importance of (i) the nature and rigidity of the linker between the two moieties for inhibition, as (ii) the presence of the nitrogen on the quinoline group, and (iii) of a hydrophobic group on the quinazoline. The most potent inhibitors induced demethylation of CDKN2A promoter in colon carcinoma HCT116 cells and its reactivation after 7 days of treatment. Furthermore, in a leukemia cell model system, we found a correlation between demethylation of the promoter induced by the treatment, chromatin opening at the promoter, and the reactivation of a reporter gene.
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Affiliation(s)
- Ludovic Halby
- ETaC, Epigenetic Targeting of Cancer, CRDPF, CNRS-Pierre Fabre USR3388 , 3 Avenue H. Curien, 31035 Toulouse cedex 01, France
| | - Yoann Menon
- ETaC, Epigenetic Targeting of Cancer, CRDPF, CNRS-Pierre Fabre USR3388 , 3 Avenue H. Curien, 31035 Toulouse cedex 01, France
| | - Elodie Rilova
- ETaC, Epigenetic Targeting of Cancer, CRDPF, CNRS-Pierre Fabre USR3388 , 3 Avenue H. Curien, 31035 Toulouse cedex 01, France
| | - Dany Pechalrieu
- ETaC, Epigenetic Targeting of Cancer, CRDPF, CNRS-Pierre Fabre USR3388 , 3 Avenue H. Curien, 31035 Toulouse cedex 01, France
| | - Véronique Masson
- ETaC, Epigenetic Targeting of Cancer, CRDPF, CNRS-Pierre Fabre USR3388 , 3 Avenue H. Curien, 31035 Toulouse cedex 01, France
| | - Celine Faux
- ETaC, Epigenetic Targeting of Cancer, CRDPF, CNRS-Pierre Fabre USR3388 , 3 Avenue H. Curien, 31035 Toulouse cedex 01, France
| | - Mohamed Amine Bouhlel
- UMR-S1172-JPARC (Jean-Pierre Aubert Research Center), INSERM, University of Lille, Centre Hospitalier Universitaire de Lille, IRCL , 59045 Lille, France
| | - Marie-Hélène David-Cordonnier
- UMR-S1172-JPARC (Jean-Pierre Aubert Research Center), INSERM, University of Lille, Centre Hospitalier Universitaire de Lille, IRCL , 59045 Lille, France
| | - Natacha Novosad
- ETaC, Epigenetic Targeting of Cancer, CRDPF, CNRS-Pierre Fabre USR3388 , 3 Avenue H. Curien, 31035 Toulouse cedex 01, France
| | - Yannick Aussagues
- ETaC, Epigenetic Targeting of Cancer, CRDPF, CNRS-Pierre Fabre USR3388 , 3 Avenue H. Curien, 31035 Toulouse cedex 01, France
| | - Arnaud Samson
- ETaC, Epigenetic Targeting of Cancer, CRDPF, CNRS-Pierre Fabre USR3388 , 3 Avenue H. Curien, 31035 Toulouse cedex 01, France
| | | | - Fréderic Ausseil
- ETaC, Epigenetic Targeting of Cancer, CRDPF, CNRS-Pierre Fabre USR3388 , 3 Avenue H. Curien, 31035 Toulouse cedex 01, France
| | - Laurence Fleury
- ETaC, Epigenetic Targeting of Cancer, CRDPF, CNRS-Pierre Fabre USR3388 , 3 Avenue H. Curien, 31035 Toulouse cedex 01, France
| | - Dominique Guianvarc'h
- Laboratoire des BioMolécules, UMR 7203, Université Pierre et Marie Curie-Paris 6-ENS-CNRS , 4, place Jussieu, 75252 Paris Cedex 05, France
| | - Clotilde Ferroud
- Laboratoire de Chimie Moléculaire, CMGPCE, EA7341, Conservatoire National des Arts et Métiers , 2 rue Conté, 75003 Paris, France
| | - Paola B Arimondo
- ETaC, Epigenetic Targeting of Cancer, CRDPF, CNRS-Pierre Fabre USR3388 , 3 Avenue H. Curien, 31035 Toulouse cedex 01, France.,Churchill College , CB3 0DS Cambridge, U.K
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31
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Intron retention is regulated by altered MeCP2-mediated splicing factor recruitment. Nat Commun 2017; 8:15134. [PMID: 28480880 PMCID: PMC5424149 DOI: 10.1038/ncomms15134] [Citation(s) in RCA: 72] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Accepted: 03/02/2017] [Indexed: 01/07/2023] Open
Abstract
While intron retention (IR) is considered a widely conserved and distinct mechanism of gene expression control, its regulation is poorly understood. Here we show that DNA methylation directly regulates IR. We also find reduced occupancy of MeCP2 near the splice junctions of retained introns, mirroring the reduced DNA methylation at these sites. Accordingly, MeCP2 depletion in tissues and cells enhances IR. By analysing the MeCP2 interactome using mass spectrometry and RNA co-precipitation, we demonstrate that decreased MeCP2 binding near splice junctions facilitates IR via reduced recruitment of splicing factors, including Tra2b, and increased RNA polymerase II stalling. These results suggest an association between IR and a slower rate of transcription elongation, which reflects inefficient splicing factor recruitment. In summary, our results reinforce the interdependency between alternative splicing involving IR and epigenetic controls of gene expression. Intron retention is a conserved mechanism that controls gene expression but its regulation is poorly understood. Here, the authors provide evidence that DNA methylation regulates intron retention and find reduced MeCP2 occupancy and splicing factor recruitment near affected splice junctions.
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32
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Sato T, Issa JPJ, Kropf P. DNA Hypomethylating Drugs in Cancer Therapy. Cold Spring Harb Perspect Med 2017; 7:cshperspect.a026948. [PMID: 28159832 DOI: 10.1101/cshperspect.a026948] [Citation(s) in RCA: 86] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Aberrant DNA methylation is a critically important modification in cancer cells, which, through promoter and enhancer DNA methylation changes, use this mechanism to activate oncogenes and silence of tumor-suppressor genes. Targeting DNA methylation in cancer using DNA hypomethylating drugs reprograms tumor cells to a more normal-like state by affecting multiple pathways, and also sensitizes these cells to chemotherapy and immunotherapy. The first generation hypomethylating drugs azacitidine and decitabine are routinely used for the treatment of myeloid leukemias and a next-generation drug (guadecitabine) is currently in clinical trials. This review will summarize preclinical and clinical data on DNA hypomethylating drugs as a cancer therapy.
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Affiliation(s)
- Takahiro Sato
- Fels Institute for Cancer Research and Molecular Biology, Temple University School of Medicine, Philadelphia, Pennsylvania 19140
| | - Jean-Pierre J Issa
- Fels Institute for Cancer Research and Molecular Biology, Temple University School of Medicine, Philadelphia, Pennsylvania 19140.,Fox Chase Cancer Center, Temple Health, Philadelphia, Pennsylvania 19111
| | - Patricia Kropf
- Fox Chase Cancer Center, Temple Health, Philadelphia, Pennsylvania 19111
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Dogan S, Cilic A, Marjanovic D, Kurtovic-Kozaric A. Detection of cytosine and CpG density in proto-oncogenes and tumor suppressor genes in promoter sequences of acute myeloid leukemia. NUCLEOSIDES NUCLEOTIDES & NUCLEIC ACIDS 2017; 36:302-316. [PMID: 28323522 DOI: 10.1080/15257770.2017.1279738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Aberrant methylation is one of the driving forces of cancer genome development. Although the rate of methylation appears massively variable across the genome, it is mainly observed in histone modification, chromatin organization, DNA accessibility, or promoter sequence. Methylation of promoter sequence occurs mostly to cytosine nucleotides, which can affect transcription factors' binding affinities. In this study, we demonstrated that cytosine repeats (C types density), consisting of CC, CCC, CCCC, CCCCC, CCCCCC, CCCCCCC motifs and CpG islands density in 25 proto-oncogenes, tumor suppressor genes and control genes may play a role in the pathogenesis of acute myeloid leukemia. The promoter sequences were divided into a 100 nucleotide window from -500 to +100 nucleotides and 20 nucleotide window from -100 to +100. Each window is analyzed to find the higher C type and CpG islands density, which may cause the increased methylation in the promoter sequence. Our novel findings show that promoter sequence cytosine repeats and CpG density increase closer to transcription sites, especially just before and after the transcription start site (TSS). The results demonstrate that cytosine density increases while proto-oncogenes and TSG promoter sequences are closer to TSS 50.8% and 41.0% respectively, if (-500 to -200) and (-100 to +100) windows of the nucleotide sequences are compared. This proves that around TSS location has special nucleotide motifs and could be an important implication for our understanding of potential methylating locations in promoters.
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Affiliation(s)
- Senol Dogan
- a Department of Genetics and Bioengineering , International Burch University , Sarajevo , Bosnia and Herzegovina
| | - Anis Cilic
- a Department of Genetics and Bioengineering , International Burch University , Sarajevo , Bosnia and Herzegovina
| | - Damir Marjanovic
- a Department of Genetics and Bioengineering , International Burch University , Sarajevo , Bosnia and Herzegovina
| | - Amina Kurtovic-Kozaric
- a Department of Genetics and Bioengineering , International Burch University , Sarajevo , Bosnia and Herzegovina
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34
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Chen S, Hu X, Zhu W, Jia C, Han X, Yuan J, Sun Z, Yang Z, Geng T, Cui H. Reactivation of development-related genes by the DNA methylation inhibitor 5-Aza-2΄-deoxycytidine in chicken embryo fibroblasts. Poult Sci 2017; 96:1007-1014. [PMID: 28158798 DOI: 10.3382/ps/pew378] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2016] [Accepted: 09/14/2016] [Indexed: 11/20/2022] Open
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Sato T, Cesaroni M, Chung W, Panjarian S, Tran A, Madzo J, Okamoto Y, Zhang H, Chen X, Jelinek J, Issa JPJ. Transcriptional Selectivity of Epigenetic Therapy in Cancer. Cancer Res 2016; 77:470-481. [PMID: 27879268 DOI: 10.1158/0008-5472.can-16-0834] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2016] [Revised: 09/26/2016] [Accepted: 10/21/2016] [Indexed: 12/22/2022]
Abstract
A central challenge in the development of epigenetic cancer therapy is the ability to direct selectivity in modulating gene expression for disease-selective efficacy. To address this issue, we characterized by RNA-seq, DNA methylation, and ChIP-seq analyses the epigenetic response of a set of colon, breast, and leukemia cancer cell lines to small-molecule inhibitors against DNA methyltransferases (DAC), histone deacetylases (Depsi), histone demethylases (KDM1A inhibitor S2101), and histone methylases (EHMT2 inhibitor UNC0638 and EZH2 inhibitor GSK343). We also characterized the effects of DAC as combined with the other compounds. Averaged over the cancer cell models used, we found that DAC affected 8.6% of the transcriptome and that 95.4% of the genes affected were upregulated. DAC preferentially regulated genes that were silenced in cancer and that were methylated at their promoters. In contrast, Depsi affected the expression of 30.4% of the transcriptome but showed little selectivity for gene upregulation or silenced genes. S2101, UNC0638, and GSK343 affected only 2% of the transcriptome, with UNC0638 and GSK343 preferentially targeting genes marked with H3K9me2 or H3K27me3, respectively. When combined with histone methylase inhibitors, the extent of gene upregulation by DAC was extended while still maintaining selectivity for DNA-methylated genes and silenced genes. However, the genes upregulated by combination treatment exhibited limited overlap, indicating the possibility of targeting distinct sets of genes based on different epigenetic therapy combinations. Overall, our results demonstrated that DNA methyltransferase inhibitors preferentially target cancer-relevant genes and can be combined with inhibitors targeting histone methylation for synergistic effects while still maintaining selectivity. Cancer Res; 77(2); 470-81. ©2016 AACR.
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Affiliation(s)
- Takahiro Sato
- Fels Institute for Cancer Research and Molecular Biology, Temple University, Philadelphia, Pennsylvania.
| | - Matteo Cesaroni
- Fels Institute for Cancer Research and Molecular Biology, Temple University, Philadelphia, Pennsylvania
| | - Woonbok Chung
- Fels Institute for Cancer Research and Molecular Biology, Temple University, Philadelphia, Pennsylvania
| | - Shoghag Panjarian
- Fels Institute for Cancer Research and Molecular Biology, Temple University, Philadelphia, Pennsylvania
| | - Anthony Tran
- Fels Institute for Cancer Research and Molecular Biology, Temple University, Philadelphia, Pennsylvania
| | - Jozef Madzo
- Fels Institute for Cancer Research and Molecular Biology, Temple University, Philadelphia, Pennsylvania
| | - Yasuyuki Okamoto
- Fels Institute for Cancer Research and Molecular Biology, Temple University, Philadelphia, Pennsylvania
| | - Hanghang Zhang
- Fels Institute for Cancer Research and Molecular Biology, Temple University, Philadelphia, Pennsylvania
| | - Xiaowei Chen
- Cancer Epigenetics Program, Fox Chase Cancer Center, Philadelphia, Pennsylvania
| | - Jaroslav Jelinek
- Fels Institute for Cancer Research and Molecular Biology, Temple University, Philadelphia, Pennsylvania
| | - Jean-Pierre J Issa
- Fels Institute for Cancer Research and Molecular Biology, Temple University, Philadelphia, Pennsylvania
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Bautista F, Van der Lugt J, Kearns PR, Mussai FJ, Zwaan CM, Moreno L. The development of targeted new agents to improve the outcome for children with leukemia. Expert Opin Drug Discov 2016; 11:1111-1122. [PMID: 27670965 DOI: 10.1080/17460441.2016.1237939] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
INTRODUCTION Survival rates in pediatric leukemia have greatly improved in the last decades but still a substantial number of patients will relapse and die. New agents are necessary to overcome the limitations of conventional chemotherapy and hematopoietic stem cell transplantation and to reduce their undesirable long-term toxicities. The identification of driving molecular alterations of leukemogenesis in subsets of patients will allow the incorporation of new-targeted therapies. Areas covered: In this article the authors present a detailed review of the most recent advances in targeted therapies for pediatric leukemias. A comprehensive description of the biological background, adult data and early clinical trials in pediatrics is provided. Expert opinion: Clinical trials are the way to evaluate new agents in pediatric cancer. The development of new drugs in pediatric leukemia must be preceded by a solid biological rationale. Agents in development exploit all possible vulnerabilities of leukemic cells. Drugs targeting cell surface antigens, intracellular signaling pathways and cell cycle inhibitors or epigenetic regulators are most prominent. Major advances have occurred thanks to new developments in engineering leading to optimized molecules such as anti-CD19 bi-specific T-cell engagers (e.g. blinatumomab) and antibody-drug conjugates. The integration of new-targeted therapies in pediatric chemotherapy-based regimens will lead to improved outcomes.
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Affiliation(s)
- Francisco Bautista
- a Department of Pediatric Oncology, Hematology and Stem Cell Transplantation , Hospital Niño Jesús , Madrid , Spain
| | - Jasper Van der Lugt
- b Department of Pediatric Oncology/Hematology , Erasmus-MC Sophia Children's Hospital , Rotterdam , The Netherlands
| | - Pamela R Kearns
- c Cancer Research UK Clinical Trials Unit, School of Cancer Sciences , University of Birmingham , Birmingham , UK
| | - Francis J Mussai
- c Cancer Research UK Clinical Trials Unit, School of Cancer Sciences , University of Birmingham , Birmingham , UK
| | - C Michel Zwaan
- b Department of Pediatric Oncology/Hematology , Erasmus-MC Sophia Children's Hospital , Rotterdam , The Netherlands
| | - Lucas Moreno
- a Department of Pediatric Oncology, Hematology and Stem Cell Transplantation , Hospital Niño Jesús , Madrid , Spain
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Seol JH, Song TY, Oh SE, Jo C, Choi A, Kim B, Park J, Hong S, Song I, Jung KY, Yang JH, Park H, Ahn JH, Han JW, Cho EJ. Identification of small molecules that inhibit the histone chaperone Asf1 and its chromatin function. BMB Rep 2016; 48:685-90. [PMID: 26058396 PMCID: PMC4791324 DOI: 10.5483/bmbrep.2015.48.12.063] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2015] [Indexed: 12/01/2022] Open
Abstract
The eukaryotic genome is packed into chromatin, which is important for the genomic integrity and gene regulation. Chromatin structures are maintained through assembly and disassembly of nucleosomes catalyzed by histone chaperones. Asf1 (anti-silencing function 1) is a highly conserved histone chaperone that mediates histone transfer on/off DNA and promotes histone H3 lysine 56 acetylation at globular core domain of histone H3. To elucidate the role of Asf1 in the modulation of chromatin structure, we screened and identified small molecules that inhibit Asf1 and H3K56 acetylation without affecting other histone modifications. These pyrimidine-2,4,6-trione derivative molecules inhibited the nucleosome assembly mediated by Asf1 in vitro, and reduced the H3K56 acetylation in HeLa cells. Furthermore, production of HSV viral particles was reduced by these compounds. As Asf1 is implicated in genome integrity, cell proliferation, and cancer, current Asf1 inhibitor molecules may offer an opportunity for the therapeutic development for treatment of diseases. [BMB Reports 2015; 48(12): 685-690]
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Affiliation(s)
- Ja-Hwan Seol
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Korea
| | - Tae-Yang Song
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Korea
| | - Se Eun Oh
- Department of Molecular Cell Biology, Sungkyunkwan University School of Medicine, Suwon 16419, Korea
| | - Chanhee Jo
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Korea
| | - Ahreum Choi
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Korea
| | - Byungho Kim
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Korea
| | - Jinyoung Park
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Korea
| | - Suji Hong
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Korea
| | - Ilrang Song
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Korea
| | - Kwan Young Jung
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Korea
| | - Jae-Hyun Yang
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Korea
| | - Hwangseo Park
- Department of Bioscience and Biotechnology, Sejong University, Seoul 05006, Korea
| | - Jin-Hyun Ahn
- Department of Molecular Cell Biology, Sungkyunkwan University School of Medicine, Suwon 16419, Korea
| | - Jeung-Whan Han
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Korea
| | - Eun-Jung Cho
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Korea
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Mutant DNA methylation regulators endow hematopoietic stem cells with the preleukemic stem cell property, a requisite of leukemia initiation and relapse. Front Med 2016; 9:412-20. [PMID: 26482067 DOI: 10.1007/s11684-015-0423-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2015] [Accepted: 08/20/2015] [Indexed: 12/17/2022]
Abstract
Genetic mutations are considered to drive the development of acute myeloid leukemia (AML). With therapid progress in sequencing technologies, many newly reported genes that are recurrently mutated in AML have been found to govern the initiation and relapse of AML. These findings suggest the need to distinguish the driver mutations, especially the most primitive single mutation, from the subsequent passenger mutations. Recent research on DNA methyltransferase 3A (DNMT3A) mutations provides the first proof-of-principle investigation on the identification of preleukemic stem cells (pre-LSCs) in AML patients. Although DNMT3A mutations alone may only transform hematopoietic stem cells into pre-LSCs without causing the full-blown leukemia, the function of this driver mutation appear to persist from AML initiation up to relapse. Therefore, identifying and targeting preleukemic mutations, such as DNMT3A mutations, in AML is a promising strategy for treatment and reduction of relapse risk.
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Zhou Y, Hu Z. Epigenetic DNA Demethylation Causes Inner Ear Stem Cell Differentiation into Hair Cell-Like Cells. Front Cell Neurosci 2016; 10:185. [PMID: 27536218 PMCID: PMC4971107 DOI: 10.3389/fncel.2016.00185] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2016] [Accepted: 07/12/2016] [Indexed: 12/17/2022] Open
Abstract
The DNA methyltransferase (DNMT) inhibitor 5-azacytidine (5-aza) causes genomic demethylation to regulate gene expression. However, it remains unclear whether 5-aza affects gene expression and cell fate determination of stem cells. In this study, 5-aza was applied to mouse utricle sensory epithelia-derived progenitor cells (MUCs) to investigate whether 5-aza stimulated MUCs to become sensory hair cells. After treatment, MUCs increased expression of hair cell genes and proteins. The DNA methylation level (indicated by percentage of 5-methylcytosine) showed a 28.57% decrease after treatment, which causes significantly repressed DNMT1 protein expression and DNMT activity. Additionally, FM1-43 permeation assays indicated that the permeability of 5-aza-treated MUCs was similar to that of sensory hair cells, which may result from mechanotransduction channels. This study not only demonstrates a possible epigenetic approach to induce tissue specific stem/progenitor cells to become sensory hair cell-like cells, but also provides a cell model to epigenetically modulate stem cell fate determination.
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Affiliation(s)
- Yang Zhou
- Department of Otolaryngology-Head and Neck Surgery, Wayne State University School of Medicine Detroit, MI, USA
| | - Zhengqing Hu
- Department of Otolaryngology-Head and Neck Surgery, Wayne State University School of Medicine Detroit, MI, USA
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40
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McDonald JI, Celik H, Rois LE, Fishberger G, Fowler T, Rees R, Kramer A, Martens A, Edwards JR, Challen GA. Reprogrammable CRISPR/Cas9-based system for inducing site-specific DNA methylation. Biol Open 2016; 5:866-74. [PMID: 27170255 PMCID: PMC4920199 DOI: 10.1242/bio.019067] [Citation(s) in RCA: 189] [Impact Index Per Article: 23.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Advances in sequencing technology allow researchers to map genome-wide changes in DNA methylation in development and disease. However, there is a lack of experimental tools to site-specifically manipulate DNA methylation to discern the functional consequences. We developed a CRISPR/Cas9 DNA methyltransferase 3A (DNMT3A) fusion to induce DNA methylation at specific loci in the genome. We induced DNA methylation at up to 50% of alleles for targeted CpG dinucleotides. DNA methylation levels peaked within 50 bp of the short guide RNA (sgRNA) binding site and between pairs of sgRNAs. We used our approach to target methylation across the entire CpG island at the CDKN2A promoter, three CpG dinucleotides at the ARF promoter, and the CpG island within the Cdkn1a promoter to decrease expression of the target gene. These tools permit mechanistic studies of DNA methylation and its role in guiding molecular processes that determine cellular fate. Summary: We developed a CRISPR/dCas9-DNMT3A fusion protein to repress the expression of endogenous genes in combination with multiple guide RNAs. This tool can help us elucidate the role of DNA methylation in normal development and disease.
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Affiliation(s)
- James I McDonald
- Center for Pharmacogenomics, Department of Medicine, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Hamza Celik
- Section of Stem Cell Biology, Division of Oncology, Department of Medicine, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
| | - Lisa E Rois
- Center for Pharmacogenomics, Department of Medicine, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Gregory Fishberger
- College of Arts and Science, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Tolison Fowler
- Center for Pharmacogenomics, Department of Medicine, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Ryan Rees
- College of Arts and Science, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Ashley Kramer
- Section of Stem Cell Biology, Division of Oncology, Department of Medicine, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
| | - Andrew Martens
- Section of Stem Cell Biology, Division of Oncology, Department of Medicine, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
| | - John R Edwards
- Center for Pharmacogenomics, Department of Medicine, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Grant A Challen
- Section of Stem Cell Biology, Division of Oncology, Department of Medicine, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA Developmental, Regenerative and Stem Cell Biology Program, Division of Biology and Biomedical Sciences, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
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41
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Abou Zahr A, Bernabe Ramirez C, Wozney J, Prebet T, Zeidan AM. New Insights into the Pathogenesis of MDS and the rational therapeutic opportunities. Expert Rev Hematol 2016; 9:377-88. [DOI: 10.1586/17474086.2016.1135047] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Aparicio S, Mardis E. Tumor heterogeneity: next-generation sequencing enhances the view from the pathologist's microscope. Genome Biol 2015; 15:463. [PMID: 25315013 PMCID: PMC4318188 DOI: 10.1186/s13059-014-0463-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
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43
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Sun R, Liu J, Wang B, Ma L, Quan X, Chu Z, Li T. Deoxyribonucleic acid (DNA) methyltransferase contributes to p16 promoter CpG island methylation in lung adenocarcinoma with smoking. Int J Clin Exp Med 2015; 8:15773-15779. [PMID: 26629075 PMCID: PMC4658964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Accepted: 08/06/2015] [Indexed: 06/05/2023]
Abstract
In this study, the relationship between CpG island methylation and smoking and DNA methyltransferase in the occurrence and development of lung adenocarcinoma was explored by detecting p16 promoter methylation status. Protein and mRNA levels of p16 were detected by immunohistochemistry and in situ hybridization assays. p16 gene promoter and exon 1 CpG island locus Hap II sites methylation status was analyzed with the methylation-specific PCR. Only 4 of 40 p16-positive cases were detected to methylate on CpG islands with 10% methylating rate whereas 18 of p16-negative cases were methylated up to 36.73% of methylating rate. The methylating rates of both p16-positive and p16-negative groups were significantly different. 17 of 50 cases with smoking from total 89 lung adenocarcinoma cases were detected to methylate on CpG islands while only 5 of the remaining 39 non-smokers to methylate. The difference of the methylating rates in both smokers and non-smokers was significant to suggest the closely association of CpG island methylation of p16 with smoking. Furthermore, p16 promoter CpG islands were detected to methylate in 15 of 35 cases with higher DNA methyltransferase activity whereas only 7 detected to methylate in the remaining 54 cases with lower DNA methyltransferase activity. p16 promoter CpG island methylation likely made p16 expressing silence thus contributed to the tumorigenesis of lung adenocarcinoma. Smoking is likely to promote p16 CpG island methylation or by its effect of the activity and metabolism of DNA methyltransferase 1 (DNMT) on CpG island methylation status.
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Affiliation(s)
- Rongju Sun
- Department of Emergency, General Hospital of PLABeijing 100853, China
| | - Jiahong Liu
- The Second Affiliated Hospital of Qingdao University Medical College, Qingdao Central Hospital, Institute of Tuberculosis and PulmonaryQingdao 266042, China
| | - Bo Wang
- Department of Thoracic Surgery, General Hospital of PLABeijing 100853, China
| | - Lingyun Ma
- Department of Respiration, The First Affiliated Hospital of General Hospital of PLABeijing 100048, China
| | - Xiaojiao Quan
- Department of Emergency, Affiliated Hainan Hospital, General Hospital of PLASanya 572000, China
| | - Zhixiang Chu
- Department of Emergency, Affiliated Hainan Hospital, General Hospital of PLASanya 572000, China
| | - Tanshi Li
- Department of Emergency, General Hospital of PLABeijing 100853, China
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45
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Abou Zahr A, Saad Aldin E, Barbarotta L, Podoltsev N, Zeidan AM. The clinical use of DNA methyltransferase inhibitors in myelodysplastic syndromes. Expert Rev Anticancer Ther 2015; 15:1019-36. [DOI: 10.1586/14737140.2015.1061936] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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46
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Herzog N, Katzenberger N, Martin F, Schmidtke KU, K JH. Generation of cytochrome P450 3A4-overexpressing HepG2 cell clones for standardization of hepatocellular testosterone 6β-hydroxylation activity. ACTA ACUST UNITED AC 2015. [DOI: 10.3233/jcb-15002] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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47
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Loiseau C, Ali A, Itzykson R. New therapeutic approaches in myelodysplastic syndromes: Hypomethylating agents and lenalidomide. Exp Hematol 2015; 43:661-72. [PMID: 26123365 DOI: 10.1016/j.exphem.2015.05.014] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2015] [Revised: 05/28/2015] [Accepted: 05/29/2015] [Indexed: 01/17/2023]
Abstract
Recent advances in the treatment of myelodysplastic syndromes have come from the use of the hypomethylating agents decitabine and azacitidine as well as the immunomodulatory drug lenalidomide. Their clinical benefit has been demonstrated by randomized phase III clinical trials, mostly in high-risk and del(5q) myelodysplastic syndromes, respectively. Neither drug, however, appears to eradicate myelodysplastic stem cells, and thus they currently do not represent curative options. Here, we review data from both clinical and translational research on those drugs to identify their molecular and cellular mechanisms of action and to delineate paths for improved treatment allocation and further therapeutic advances in myelodysplastic syndromes.
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Affiliation(s)
- Clémence Loiseau
- Department of Hematology, Saint-Louis Hospital, Assistance Publique, Hopitaux de Paris, Paris Diderot University, Paris, France
| | - Ashfaq Ali
- Institut National de la Santé et de la Recherche Médicale, Saint-Louis Institute, Paris, France
| | - Raphael Itzykson
- Department of Hematology, Saint-Louis Hospital, Assistance Publique, Hopitaux de Paris, Paris Diderot University, Paris, France; Institut National de la Santé et de la Recherche Médicale, Saint-Louis Institute, Paris, France.
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48
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Guryanova OA, Levine RL. A WIMSical approach to decoding DNA methylation in myeloid leukemia. Genome Biol 2014; 15:441. [PMID: 25315876 PMCID: PMC4397946 DOI: 10.1186/s13059-014-0441-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Integrated transcriptomic and high-resolution whole genome methylation analysis in a myeloid leukemia cell line defines genes that respond to clinically relevant DNA methyltransferase inhibitors.
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