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Garcia-Manero G, Kazmierczak M, Wierzbowska A, Fong CY, Keng MK, Ballinari G, Scarci F, Adès L. Pracinostat combined with azacitidine in newly diagnosed adult acute myeloid leukemia (AML) patients unfit for standard induction chemotherapy: PRIMULA phase III study. Leuk Res 2024; 140:107480. [PMID: 38499457 DOI: 10.1016/j.leukres.2024.107480] [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: 01/16/2024] [Accepted: 03/09/2024] [Indexed: 03/20/2024]
Abstract
Non-intensive therapies such as the hypomethylating agent (HMA) azacitidine (AZA) have been used in patients with AML ineligible for intensive induction chemotherapy (IC) or stem cell transplant due to advanced age, comorbidities, and/or risk factors. However, response rates and survival remain dismal. Pre-clinical studies indicate the epigenetic combination of HMAs and HDAC inhibitors induce re-expression of silenced genes synergistically. The activity of pracinostat, an oral pan-HDAC inhibitor, has been shown in xenograft tumor models of AML and promising efficacy was seen in a Phase 2 study. This Phase 3 study (NCT03151408) evaluated the efficacy/safety of pracinostat administered with AZA in adult patients with newly diagnosed AML ineligible to receive IC. Patients were randomized to either pracinostat plus AZA or placebo/AZA and stratified by cytogenetic risk and ECOG status. As planned, an interim analysis was performed when 232/390 events (deaths) occurred. A total of 406 patients were randomized (203/group) at the time of the analysis. Median overall survival was 9.95 months for both treatment groups (p=0.8275). There was no significant difference between treatments in secondary efficacy endpoints, reflecting a lack of clinical response. This study did not show a benefit of adding pracinostat to AZA in elderly patients unfit for IC.
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Affiliation(s)
| | - Maciej Kazmierczak
- Department of Hematology and Bone Marrow Transplantation, Poznan University of Medical Sciences, Poznan, Poland
| | - Agnieszka Wierzbowska
- Department of Hematology, Medical University of Lodz, Lodz, Poland; Provincial Multispecialized Oncology and Traumatology Center, Lodz, Poland
| | - Chun Yew Fong
- Austin Health, Olivia Newton John Cancer Wellness Centre, Victoria, Australia
| | | | | | | | - Lionel Adès
- Hôpital Saint Louis AP-HP, and Paris cité University and INSERM U944, Paris, France
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Park J, Luo Y, Park JW, Kim SH, Hong YJ, Lim Y, Seo YJ, Bae J, Seo SB. Downregulation of DNA methylation enhances differentiation of THP-1 cells and induces M1 polarization of differentiated macrophages. Sci Rep 2023; 13:13132. [PMID: 37573395 PMCID: PMC10423279 DOI: 10.1038/s41598-023-40362-8] [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: 04/04/2023] [Accepted: 08/09/2023] [Indexed: 08/14/2023] Open
Abstract
DNA methylation is an epigenetic modification that regulates gene expression and plays an essential role in hematopoiesis. UHRF1 and DNMT1 are both crucial for regulating genome-wide maintenance of DNA methylation. Specifically, it is well known that hypermethylation is crucial characteristic of acute myeloid leukemia (AML). However, the mechanism underlying how DNA methylation regulates the differentiation of AML cells, including THP-1 is not fully elucidated. In this study, we report that UHRF1 or DNMT1 depletion enhances the phorbol-12-myristate-13-acetate (PMA)-induced differentiation of THP-1 cells. Transcriptome analysis and genome-wide methylation array results showed that depleting UHRF1 or DNMT1 induced changes that made THP-1 cells highly sensitive to PMA. Furthermore, knockdown of UHRF1 or DNMT1 impeded solid tumor formation in xenograft mouse model. These findings suggest that UHRF1 and DNMT1 play a pivotal role in regulating differentiation and proliferation of THP-1 cells and targeting these proteins may improve the efficiency of differentiation therapy in AML patients.
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Affiliation(s)
- Junyoung Park
- Department of Life Science, College of Natural Sciences, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Yongyang Luo
- College of Pharmacy, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Jin Woo Park
- Department of Life Science, College of Natural Sciences, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Song Hyun Kim
- Department of Life Science, College of Natural Sciences, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Ye Joo Hong
- Department of Life Science, College of Natural Sciences, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Younghyun Lim
- Department of Life Science, College of Natural Sciences, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Young-Jin Seo
- Department of Life Science, College of Natural Sciences, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Jeehyeon Bae
- College of Pharmacy, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Sang Beom Seo
- Department of Life Science, College of Natural Sciences, Chung-Ang University, Seoul, 06974, Republic of Korea.
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3
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Issah MA, Wu D, Zhang F, Zheng W, Liu Y, Fu H, Zhou H, Chen R, Shen J. Epigenetic modifications in acute myeloid leukemia: The emerging role of circular RNAs (Review). Int J Oncol 2021; 59:107. [PMID: 34792180 PMCID: PMC8651224 DOI: 10.3892/ijo.2021.5287] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 09/13/2021] [Indexed: 11/06/2022] Open
Abstract
Canonical epigenetic modifications, which include histone modification, chromatin remodeling and DNA methylation, play key roles in numerous cellular processes. Epigenetics underlies how cells that posses DNA with similar sequences develop into different cell types with different functions in an organism. Earlier epigenetic research has primarily been focused at the chromatin level. However, the number of studies on epigenetic modifications of RNA, such as N1‑methyladenosine, 2'‑O‑ribosemethylation, inosine, 5‑methylcytidine, N6‑methyladenosine (m6A) and pseudouridine, has seen an increase. Circular RNAs (circRNAs), a type of RNA species that lacks a 5' cap or 3' poly(A) tail, are abundantly expressed in acute myeloid leukemia (AML) and may regulate disease progression. circRNAs possess various functions, including microRNA sponging, gene transcription regulation and RNA‑binding protein interaction. Furthermore, circRNAs are m6A methylated in other types of cancer, such as colorectal and hypopharyngeal squamous cell cancers. Therefore, the critical roles of circRNA epigenetic modifications, particularly m6A, and their possible involvement in AML are discussed in the present review. Epigenetic modification of circRNAs may become a diagnostic and therapeutic target for AML in the future.
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Affiliation(s)
- Mohammed Awal Issah
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Clinical Research Center for Hematological Malignancies of Fujian Province, Fuzhou, Fujian 350001, P.R. China
- Fujian Provincial Key Laboratory on Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, P.R. China
| | - Dansen Wu
- Medical Intensive Care Unit, Fujian Provincial Hospital, Fuzhou, Fujian 350001, P.R. China
| | - Feng Zhang
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Clinical Research Center for Hematological Malignancies of Fujian Province, Fuzhou, Fujian 350001, P.R. China
- Fujian Provincial Key Laboratory on Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, P.R. China
| | - Weili Zheng
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Clinical Research Center for Hematological Malignancies of Fujian Province, Fuzhou, Fujian 350001, P.R. China
- Fujian Provincial Key Laboratory on Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, P.R. China
| | - Yanquan Liu
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Clinical Research Center for Hematological Malignancies of Fujian Province, Fuzhou, Fujian 350001, P.R. China
- Fujian Provincial Key Laboratory on Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, P.R. China
| | - Haiying Fu
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Clinical Research Center for Hematological Malignancies of Fujian Province, Fuzhou, Fujian 350001, P.R. China
- Fujian Provincial Key Laboratory on Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, P.R. China
| | - Huarong Zhou
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Clinical Research Center for Hematological Malignancies of Fujian Province, Fuzhou, Fujian 350001, P.R. China
- Fujian Provincial Key Laboratory on Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, P.R. China
| | - Rong Chen
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Clinical Research Center for Hematological Malignancies of Fujian Province, Fuzhou, Fujian 350001, P.R. China
- Fujian Provincial Key Laboratory on Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, P.R. China
| | - Jianzhen Shen
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Clinical Research Center for Hematological Malignancies of Fujian Province, Fuzhou, Fujian 350001, P.R. China
- Fujian Provincial Key Laboratory on Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, P.R. China
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Sampath S, Misra P, Yadav SK, Sharma S, Somasundaram V. A study on DNA methylation status in promoter region of p15 gene in patients of acute myeloid leukemia and myelodysplastic syndrome. Med J Armed Forces India 2021; 77:337-342. [PMID: 34305288 PMCID: PMC8282539 DOI: 10.1016/j.mjafi.2021.04.014] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Accepted: 04/22/2021] [Indexed: 10/21/2022] Open
Abstract
BACKGROUND Acute myeloid leukemia (AML) and myelodysplastic syndrome (MDS) are a spectrum of hematological malignancies with a multistep process of accumulated genetic and epigenetic alterations. DNA methylation is most extensively studied epigenetic alteration in malignancies. Recent research studies in the field have brought out translational implications of promoter methylation of tumor suppressor gene p15 in tumors. Therefore, we studied the role of DNA Methylation of p15 gene in AML and MDS. METHODS The study was carried out in 41 consecutive AML/MDS cases reporting to hematological OPD of a tertiary care center along with 25 age and sex-matched healthy controls. The methylation status in the promoter region of the p15 gene was assessed by methylation-specific PCR (MSP) from blood samples after ethical approval and informed consent of the patients and controls. The association of methylation status was studied with clinical presentations, AML subtypes, and cytogenetics using Chi-square test/Fisher's exact test tools. RESULTS A total of 41 cases included in the study comprised 33 cases of AML and 08 cases of MDS with an age range between 06 months and 82 years. Of the 41 cases, 29 revealed promoter methylation of the p15 gene, which compared to healthy controls was found statistically significant (p < 0.001). The methylation status did not significantly correlate with AML subtypes or the cytogenetic abnormalities detected in cases. CONCLUSION The outcome of the study indicates p15 promoter DNA methylation in cases of AML and MDS may identify those individuals who might benefit from the targeted therapeutic approaches.
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Affiliation(s)
- Sangeetha Sampath
- Professor (Biochemistry), Command Hospital (Air Force), Bengaluru, India
| | - Pratibha Misra
- Professor & Head, Department of Biochemistry, Armed Forces Medical College, Pune, India
| | | | - Sanjeevan Sharma
- Senior Advisor (Medicine & Hematology), Command Hospital (Central Command), Lucknow, India
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Milan T, Celton M, Lagacé K, Roques É, Safa-Tahar-Henni S, Bresson E, Bergeron A, Hebert J, Meshinchi S, Cellot S, Barabé F, Wilhelm BT. Epigenetic changes in human model KMT2A leukemias highlight early events during leukemogenesis. Haematologica 2020; 107:86-99. [PMID: 33375773 PMCID: PMC8719083 DOI: 10.3324/haematol.2020.271619] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Indexed: 11/26/2022] Open
Abstract
Chromosomal translocations involving the KMT2A gene are among the most common genetic alterations found in pediatric acute myeloid leukemias although the molecular mechanisms that initiate the disease remain incompletely defined. To elucidate these initiating events we used a human model system of acute myeloid leukemia driven by the KMT2A-MLLT3 (KM3) fusion. More specifically, we investigated changes in DNA methylation, histone modifications, and chromatin accessibility at each stage of our model system and correlated these with expression changes. We observed the development of a pronounced hypomethyl - ation phenotype in the early stages of leukemic transformation after KM3 addition along with loss of expression of stem-cell-associated genes and skewed expression of other genes, such as S100A8/9, implicated in leukemogenesis. In addition, early increases in the expression of the lysine demethylase KDM4B was functionally linked to these expression changes as well as other key transcription factors. Remarkably, our ATAC-sequencing data showed that there were relatively few leukemia-specific changes and that the vast majority corresponded to open chromatin regions and transcription factor clusters previously observed in other cell types. Integration of the gene expression and epigenetic changes revealed that the adenylate cyclase gene ADCY9 is an essential gene in KM3-acute myeloid leukemia, and suggested the potential for autocrine signaling through the chemokine receptor CCR1 and CCL23 ligand. Collectively, our results suggest that KM3 induces subtle changes in the epigenome while co-opting the normal transcriptional machinery to drive leukemogenesis.
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Affiliation(s)
- Thomas Milan
- Laboratory for High Throughput Biology, Institute for Research in Immunology and Cancer, Montréal, QC
| | - Magalie Celton
- Laboratory for High Throughput Biology, Institute for Research in Immunology and Cancer, Montréal, QC
| | - Karine Lagacé
- Laboratory for High Throughput Biology, Institute for Research in Immunology and Cancer, Montréal, QC
| | - Élodie Roques
- Laboratory for High Throughput Biology, Institute for Research in Immunology and Cancer, Montréal, QC
| | - Safia Safa-Tahar-Henni
- Laboratory for High Throughput Biology, Institute for Research in Immunology and Cancer, Montréal, QC
| | - Eva Bresson
- Centre de recherche en infectiologie du CHUL, Centre de recherche du CHU de Québec - Université Laval, Québec City, QC, Canada; CHU de Québec - Université Laval - Hôpital Enfant-Jésus; Québec City, QC, Canada; Department of Medicine, Université Laval, Quebec City, QC
| | - Anne Bergeron
- Centre de recherche en infectiologie du CHUL, Centre de recherche du CHU de Québec - Université Laval, Québec City, QC, Canada; CHU de Québec - Université Laval - Hôpital Enfant-Jésus; Québec City, QC, Canada; Department of Medicine, Université Laval, Quebec City, QC
| | - Josée Hebert
- Division of Hematology-Oncology and Leukemia Cell Bank of Quebec, Maisonneuve-Rosemont Hospital, Montréal, QC, Canada; Department of Medicine, Université de Montréal, Montréal, QC
| | - Soheil Meshinchi
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Sonia Cellot
- Department of pediatrics, division of Hematology, Ste-Justine Hospital, Montréal, QC
| | - Frédéric Barabé
- Centre de recherche en infectiologie du CHUL, Centre de recherche du CHU de Québec - Université Laval, Québec City, QC, Canada; CHU de Québec - Université Laval - Hôpital Enfant-Jésus; Québec City, QC, Canada; Department of Medicine, Université Laval, Quebec City, QC
| | - Brian T Wilhelm
- Laboratory for High Throughput Biology, Institute for Research in Immunology and Cancer, Montréal, QC, Canada; Department of Medicine, Université de Montréal, Montréal, QC.
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6
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Lamba JK, Cao X, Raimondi S, Downing J, Ribeiro R, Gruber TA, Rubnitz J, Pounds S. DNA Methylation Clusters and Their Relation to Cytogenetic Features in Pediatric AML. Cancers (Basel) 2020; 12:cancers12103024. [PMID: 33080932 PMCID: PMC7603219 DOI: 10.3390/cancers12103024] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2020] [Accepted: 10/15/2020] [Indexed: 12/13/2022] Open
Abstract
Acute Myeloid Leukemia (AML) is characterized by recurrent genetic and cytogenetic lesions that are utilized for risk stratification and for making treatment decisions. In recent years, methylation dysregulation has been extensively studied and associated with risk groups and prognosis in adult AML, however, such studies in pediatric AML are limited. Moreover, the mutations in epigenetic genes such as DNMT3A, IDH1 or IDH2 are almost absent or rare in pediatric patients as compared to their abundance in adult AML. In the current study, we evaluated methylation patterns that occur with or independent of the well-defined cytogenetic features in pediatric AML patients enrolled on multi-site AML02 clinical trial (NCT00136084). Our results demonstrate that unlike adult AML, cytosine DNA methylation does not result in significant unique clusters in pediatric AML, however, DNA methylation signatures correlated significantly with the most common and recurrent cytogenetic features. Paired evaluation of DNA methylation and expression identified genes and pathways of biological relevance that hold promise for novel therapeutic strategies. Our results further demonstrate that epigenetic signatures occur complimentary to the well-established chromosomal/mutational landscape, implying that dysregulation of oncogenes or tumor suppressors might be leveraging both genetic and epigenetic mechanisms to impact biological pathways critical for leukemogenesis.
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Affiliation(s)
- Jatinder K. Lamba
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, FL 32608, USA
- Correspondence:
| | - Xueyuan Cao
- Department of Acute and Tertiary Care, University of Tennessee Health Science Center, Memphis, TN 38163, USA;
| | - Susana Raimondi
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA; (S.R.); (J.D.)
| | - James Downing
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA; (S.R.); (J.D.)
| | - Raul Ribeiro
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA; (R.R.); (J.R.)
| | - Tanja A. Gruber
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA 94305, USA;
| | - Jeffrey Rubnitz
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA; (R.R.); (J.R.)
| | - Stanley Pounds
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA;
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Cardona-Echeverry A, Prada-Arismendy J. Deciphering the role of Wnt signaling in acute myeloid leukemia prognosis: how alterations in DNA methylation come into play in patients' prognosis. J Cancer Res Clin Oncol 2020; 146:3097-3109. [PMID: 32980885 DOI: 10.1007/s00432-020-03407-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2019] [Accepted: 09/21/2020] [Indexed: 10/23/2022]
Abstract
Acute myeloid leukemia (AML) is a malignant clonal disorder affecting myeloid differentiation through mechanisms that include epigenetic dysregulation. Abnormal changes in DNA methylation and gene expression profiles of pathways involved in hematopoietic development, such as Wnt/β-catenin, contribute to the transformation, development, and maintenance of leukemic cells. This review summarizes the alterations of Wnt signaling-related genes at the epigenetic and transcriptional level and their implications for AML prognosis. Among the implications of epigenetic alterations in AML, methylation of Wnt antagonists is related to poor prognosis, whereas their upregulation has been associated with a better clinical outcome. Furthermore, Wnt target genes c-Myc and LEF-1 present distinct implications. LEF-1 expression positively influences the patient overall survival. c-Myc upregulation has been associated with treatment resistance in AML, although c-Myc expression is not exclusively dependent of Wnt signaling. Understanding the signaling abnormalities could help us to further understand leukemogenesis, improve the current risk stratification for AML patients, and even serve to propose novel therapeutic targets.
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Affiliation(s)
- Andrés Cardona-Echeverry
- Grupo de Investigación e innovación Biomédica-GI2B, Facultad de Ciencias Exactas y Aplicadas, Instituto Tecnológico Metropolitano-ITM, 050034, Medellín, Colombia
| | - Jeanette Prada-Arismendy
- Grupo de Investigación e innovación Biomédica-GI2B, Facultad de Ciencias Exactas y Aplicadas, Instituto Tecnológico Metropolitano-ITM, 050034, Medellín, Colombia.
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Mu G, Chen F. Oncogenic Roles Of A Histone Methyltransferase SETDB2 In AML1-ETO Positive AML. Cancer Manag Res 2020; 12:783-792. [PMID: 32099474 PMCID: PMC7007814 DOI: 10.2147/cmar.s227036] [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: 08/13/2019] [Accepted: 11/04/2019] [Indexed: 12/16/2022] Open
Abstract
Introduction AML1-ETO produced by t(8;21) abnomality has multiple effects on the leukemogenesis of acute myeloid leukemia (AML). SET domain, bifurcated 2 (SETDB2) can mediate gene silencing by trimethylation of the ninth lysine residue of histone H3 protein (H3K9) of the promoter and has been confirmed as an oncogene in many cancers. The role of SETDB2 in AML1-ETO positive AML is not clear. Methods Quantitative reverse transcription PCR was performed to measure SETDB2 expression in bone marrow from AML patients and healthy people. Kaplan-Meier analysis was performed to investigate the effect of SETDB2 on prognosis of AML patients. Dual luciferase reporter gene assay, chromatin immunoprecipitation were performed to investigate the regulatory mechanism of AML1-ETO on SETDB2. CCK-8 and colony formation assay were performed to measure the effect of SETDB2 on leukemic cells. Results SETDB2 is highly expressed in AML1-ETO positive AML. The overall survival, event-free and relapse-free survival rate of patients with high SETDB2 expression was lower than those of patients with low SETDB2 expression. SETDB2 is epigenetically upregulated by AML1-ETO fusion protein. Downregulation of SETDB2 expression significantly inhibits the proliferation and clonality of leukemic cells and promotes the sensitivity of leukemic cells to an epigenetic inhibitor JQ1. Conclusion AML1-ETO/SETDB2 is a novel epigenetic pathway of leukemogenesis and SETDB2 is a potential therapeutic target of t(8;21) AML.
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Affiliation(s)
- Guangfu Mu
- Department of Hematology, The Third Xiangya Hospital, Central South University, Changsha, Hunan 410013, People's Republic of China
| | - Fangping Chen
- Department of Hematology, The Third Xiangya Hospital, Central South University, Changsha, Hunan 410013, People's Republic of China
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Abstract
Introduction: Trisomy 8 is one of the most common cytogenetic alterations in acute myeloid leukemia (AML), with a frequency between 10% and 15%.Areas covered: The authors summarize the latest research regarding biological, translational and clinical aspects of trisomy 8 in AML.Expert opinion: Trisomy 8 can be found together with other karyotypes, although it also occurs as a sole aberration. The last decade's research has brought attention to molecular genetic alterations as strong contributors of leukemogenesis. AML with trisomy 8 seems to be associated with mutations in DNA methylation genes, spliceosome complex genes, and myeloid transcription factor genes, and these alterations probably have stronger implication for leukemic pathogenesis, treatment and hence prognosis, than the existence of trisomy 8 itself. Especially mutations in the RUNX1 and ASXL1 genes occur in high frequencies, and search for such mutations should be mandatory part of the diagnostic workup. AML with trisomy 8 is classified as intermediate-risk AML after recent European Leukemia Net (ELN) classification, and hence allogenic hematopoietic stem cell transplantation (Allo-HSCT) should be consider as consolidation therapy for this patient group.Trisomy 8 is frequently occurring in AML, although future molecular genetic workup should be performed, to optimize the diagnosis and treatment of these patients.
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Affiliation(s)
- Anette Lodvir Hemsing
- Division for Hematology, Department of Medicine, Haukeland University Hospital, Bergen, Norway
| | - Randi Hovland
- Department of Medical Genetics, Haukeland University Hospital, Bergen, Norway.,Department of Biological Sciences, University of Bergen, Bergen, Norway
| | - Galina Tsykunova
- Division for Hematology, Department of Medicine, Haukeland University Hospital, Bergen, Norway
| | - Håkon Reikvam
- Division for Hematology, Department of Medicine, Haukeland University Hospital, Bergen, Norway.,Institute of Clinical Science, University of Bergen, Bergen, Norway
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Ordoñez R, Martínez-Calle N, Agirre X, Prosper F. DNA Methylation of Enhancer Elements in Myeloid Neoplasms: Think Outside the Promoters? Cancers (Basel) 2019; 11:cancers11101424. [PMID: 31554341 PMCID: PMC6827153 DOI: 10.3390/cancers11101424] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Revised: 09/15/2019] [Accepted: 09/18/2019] [Indexed: 12/19/2022] Open
Abstract
Gene regulation through DNA methylation is a well described phenomenon that has a prominent role in physiological and pathological cell-states. This epigenetic modification is usually grouped in regions denominated CpG islands, which frequently co-localize with gene promoters, silencing the transcription of those genes. Recent genome-wide DNA methylation studies have challenged this paradigm, demonstrating that DNA methylation of regulatory regions outside promoters is able to influence cell-type specific gene expression programs under physiologic or pathologic conditions. Coupling genome-wide DNA methylation assays with histone mark annotation has allowed for the identification of specific epigenomic changes that affect enhancer regulatory regions, revealing an additional layer of complexity to the epigenetic regulation of gene expression. In this review, we summarize the novel evidence for the molecular and biological regulation of DNA methylation in enhancer regions and the dynamism of these changes contributing to the fine-tuning of gene expression. We also analyze the contribution of enhancer DNA methylation on the expression of relevant genes in acute myeloid leukemia and chronic myeloproliferative neoplasms. The characterization of the aberrant enhancer DNA methylation provides not only a novel pathogenic mechanism for different tumors but also highlights novel potential therapeutic targets for myeloid derived neoplasms.
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Affiliation(s)
- Raquel Ordoñez
- Área de Hemato-Oncología, Centro de Investigación Médica Aplicada, IDISNA, Universidad de Navarra, Avenida Pío XII-55, 31008 Pamplona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain
| | - Nicolás Martínez-Calle
- Área de Hemato-Oncología, Centro de Investigación Médica Aplicada, IDISNA, Universidad de Navarra, Avenida Pío XII-55, 31008 Pamplona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain
| | - Xabier Agirre
- Área de Hemato-Oncología, Centro de Investigación Médica Aplicada, IDISNA, Universidad de Navarra, Avenida Pío XII-55, 31008 Pamplona, Spain.
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain.
| | - Felipe Prosper
- Área de Hemato-Oncología, Centro de Investigación Médica Aplicada, IDISNA, Universidad de Navarra, Avenida Pío XII-55, 31008 Pamplona, Spain.
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain.
- Departamento de Hematología, Clínica Universidad de Navarra, Universidad de Navarra, Avenida Pío XII-36, 31008 Pamplona, Spain.
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11
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Aberrant DNA Methylation in Acute Myeloid Leukemia and Its Clinical Implications. Int J Mol Sci 2019; 20:ijms20184576. [PMID: 31527484 PMCID: PMC6770227 DOI: 10.3390/ijms20184576] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Revised: 08/31/2019] [Accepted: 09/10/2019] [Indexed: 12/19/2022] Open
Abstract
Acute myeloid leukemia (AML) is a heterogeneous disease that is characterized by distinct cytogenetic or genetic abnormalities. Recent discoveries in cancer epigenetics demonstrated a critical role of epigenetic dysregulation in AML pathogenesis. Unlike genetic alterations, the reversible nature of epigenetic modifications is therapeutically attractive in cancer therapy. DNA methylation is an epigenetic modification that regulates gene expression and plays a pivotal role in mammalian development including hematopoiesis. DNA methyltransferases (DNMTs) and Ten-eleven-translocation (TET) dioxygenases are responsible for the dynamics of DNA methylation. Genetic alterations of DNMTs or TETs disrupt normal hematopoiesis and subsequently result in hematological malignancies. Emerging evidence reveals that the dysregulation of DNA methylation is a key event for AML initiation and progression. Importantly, aberrant DNA methylation is regarded as a hallmark of AML, which is heralded as a powerful epigenetic marker in early diagnosis, prognostic prediction, and therapeutic decision-making. In this review, we summarize the current knowledge of DNA methylation in normal hematopoiesis and AML pathogenesis. We also discuss the clinical implications of DNA methylation and the current therapeutic strategies of targeting DNA methylation in AML therapy.
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12
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Rhee JK, Kim SJ, Zhang BT. Identifying DNA Methylation Modules Associated with a Cancer by Probabilistic Evolutionary Learning. IEEE COMPUT INTELL M 2018. [DOI: 10.1109/mci.2018.2840659] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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13
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Gebhard C, Glatz D, Schwarzfischer L, Wimmer J, Stasik S, Nuetzel M, Heudobler D, Andreesen R, Ehninger G, Thiede C, Rehli M. Profiling of aberrant DNA methylation in acute myeloid leukemia reveals subclasses of CG-rich regions with epigenetic or genetic association. Leukemia 2018; 33:26-36. [PMID: 29925905 DOI: 10.1038/s41375-018-0165-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Revised: 03/19/2018] [Accepted: 04/24/2018] [Indexed: 12/31/2022]
Abstract
Malignant transformation is frequently associated with disease-specific epigenetic alterations, but the underlying mechanisms and pathophysiological consequences remain poorly understood. Here, we used global comparative DNA methylation profiling at CG-rich regions of 27 acute myeloid leukemia (AML) samples to select a subset of aberrantly methylated CG-rich regions (~400 regions, ~15,000 CpGs) for quantitative DNA methylation profiling in a large cohort of AML patients (n = 196) using MALDI-TOF analysis of bisulfite-treated DNA. Meta-analysis separated a subgroup of CG-rich regions showing highly correlated DNA methylation changes that were marked by histone H3 lysine 27 trimethylation in normal hematopoietic progenitor cells. While the group of non-polycomb group (PcG) target regions displayed methylation patterns that correlated well with molecular and cytogenetic markers, PcG target regions displayed a much weaker association with genetic features. However, the degree of methylation gain across the latter panel showed significant correlation with active DNMT3A levels and with overall survival. Our study suggests that both epigenetic as well as genetic aberrations underlay AML-related changes in DNA methylation at CG-rich regions and that the former may provide a marker to improve classification and prognostication of adult AML patients.
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Affiliation(s)
- Claudia Gebhard
- Department of Internal Medicine III, University Hospital Regensburg, 93042, Regensburg, Germany.,RCI Regensburg Centre for Interventional Immunology, University Hospital Regensburg, 93042, Regensburg, Germany
| | - Dagmar Glatz
- Department of Internal Medicine III, University Hospital Regensburg, 93042, Regensburg, Germany.,RCI Regensburg Centre for Interventional Immunology, University Hospital Regensburg, 93042, Regensburg, Germany
| | - Lucia Schwarzfischer
- Department of Internal Medicine III, University Hospital Regensburg, 93042, Regensburg, Germany
| | - Julia Wimmer
- Department of Internal Medicine III, University Hospital Regensburg, 93042, Regensburg, Germany
| | - Sebastian Stasik
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, 01307, Dresden, Germany
| | - Margit Nuetzel
- Department of Internal Medicine III, University Hospital Regensburg, 93042, Regensburg, Germany
| | - Daniel Heudobler
- Department of Internal Medicine III, University Hospital Regensburg, 93042, Regensburg, Germany
| | - Reinhard Andreesen
- Department of Internal Medicine III, University Hospital Regensburg, 93042, Regensburg, Germany.,RCI Regensburg Centre for Interventional Immunology, University Hospital Regensburg, 93042, Regensburg, Germany
| | - Gerhard Ehninger
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, 01307, Dresden, Germany
| | - Christian Thiede
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, 01307, Dresden, Germany
| | - Michael Rehli
- Department of Internal Medicine III, University Hospital Regensburg, 93042, Regensburg, Germany. .,RCI Regensburg Centre for Interventional Immunology, University Hospital Regensburg, 93042, Regensburg, Germany.
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Lamba JK, Cao X, Raimondi SC, Rafiee R, Downing JR, Lei S, Gruber T, Ribeiro RC, Rubnitz JE, Pounds SB. Integrated epigenetic and genetic analysis identifies markers of prognostic significance in pediatric acute myeloid leukemia. Oncotarget 2018; 9:26711-26723. [PMID: 29928480 PMCID: PMC6003565 DOI: 10.18632/oncotarget.25475] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2018] [Accepted: 05/10/2018] [Indexed: 12/30/2022] Open
Abstract
Acute myeloid leukemia (AML) may be an epigenetically-driven malignancy because it harbors fewer genomic mutations than other cancers. In recent studies of AML in adults, DNA methylation patterns associate with clinical risk groups and prognosis. However, thorough evaluations of methylation in pediatric AML have not been done. Therefore, we performed an integrated analysis (IA) of the methylome and transcriptome with clinical outcome in 151 pediatric patients from the multi-center AML02 clinical trial discovery cohort. Intriguingly, reduced methylation and increased expression of DNMT3B was associated with worse clinical outcomes (IA p ≤ 10−5; q ≤ 0.002). In particular, greater DNMT3B expression associated with worse minimal residual disease (MRD; p < 10−5; q = 0.01), a greater rate of relapse or resistant disease (RR) (p = 0.00006; q = 0.06), and event-free survival (EFS; p = 0.00003; q = 0.04). Also, greater DNMT3B expression associated with greater genome-wide methylation burden (GWMB; R = 0.39; p = 10−6) and greater GWMB associated with worse clinical outcomes (IA p < 10−5). In an independent validation cohort of 132 similarly treated AAML0531 clinical trial patients, greater DNMT3B expression associated with greater GWMB, worse MRD, worse RR, and worse EFS (all p < 0.03); also, greater GWMB associated with worse MRD (p = 0.004) and EFS (p = 0.037). These results indicate that DNMT3B and GWMB may have a central role in the development and prognosis of pediatric AML.
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Affiliation(s)
- Jatinder K Lamba
- Department of Pharmacotherapy and Translational Research, Center for Pharmacogenomics, University of Florida, Gainesville, FL, USA
| | - Xueyuan Cao
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Susana C Raimondi
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Roya Rafiee
- Department of Pharmacotherapy and Translational Research, Center for Pharmacogenomics, University of Florida, Gainesville, FL, USA
| | - James R Downing
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Shi Lei
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Tanja Gruber
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Raul C Ribeiro
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jeffrey E Rubnitz
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Stanley B Pounds
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
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15
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Mutation of the DNMT3A and IDH1/2 genes in Iranian acute myeloid leukemia patients with normal karyotype (CN-AML): association with other gene mutation and clinical and laboratory characteristics. J Hematop 2018. [DOI: 10.1007/s12308-018-0320-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022] Open
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16
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Larmonie NSD, Arentsen-Peters TCJM, Obulkasim A, Valerio D, Sonneveld E, Danen-van Oorschot AA, de Haas V, Reinhardt D, Zimmermann M, Trka J, Baruchel A, Pieters R, van den Heuvel-Eibrink MM, Zwaan CM, Fornerod M. MN1 overexpression is driven by loss of DNMT3B methylation activity in inv(16) pediatric AML. Oncogene 2018; 37:107-115. [PMID: 28892045 DOI: 10.1038/onc.2017.293] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Revised: 06/09/2017] [Accepted: 07/17/2017] [Indexed: 12/15/2022]
Abstract
In acute myeloid leukemia (AML), specific genomic aberrations induce aberrant methylation, thus directly influencing the transcriptional programing of leukemic cells. Therefore, therapies targeting epigenetic processes are advocated as a promising therapeutic tool for AML treatment. However, to develop new therapies, a comprehensive understanding of the mechanism(s) driving the epigenetic changes as a result of acquired genetic abnormalities is necessary. This understanding is still lacking. In this study, we performed genome-wide CpG-island methylation profiling on pediatric AML samples. Six differentially methylated genomic regions within two genes, discriminating inv(16)(p13;q22) from non-inv(16) pediatric AML samples, were identified. All six regions had a hypomethylated phenotype in inv(16) AML samples, and this was most prominent at the regions encompassing the meningioma (disrupted in balanced translocation) 1 (MN1) oncogene. MN1 expression primarily correlated with the methylation level of the 3' end of the MN1 exon-1 locus. Decitabine treatment of different cell lines showed that induced loss of methylation at the MN1 locus can result in an increase of MN1 expression, indicating that MN1 expression is coregulated by DNA methylation. To investigate this methylation-associated mechanism, we determined the expression of DNA methyltransferases in inv(16) AML. We found that DNMT3B expression was significantly lower in inv(16) samples. Furthermore, DNMT3B expression correlated negatively with MN1 expression in pediatric AML samples. Importantly, depletion of DNMT3B impaired remethylation efficiency of the MN1 exon-1 locus in AML cells after decitabine exposure. These findings identify DNMT3B as an important coregulator of MN1 methylation. Taken together, this study shows that the methylation level of the MN1 exon-1 locus regulates MN1 expression levels in inv(16) pediatric AML. This methylation level is dependent on DNMT3B, thus suggesting a role for DNMT3B in leukemogenesis in inv(16) AML, through MN1 methylation regulation.
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MESH Headings
- Adolescent
- Azacitidine/analogs & derivatives
- Azacitidine/pharmacology
- Carcinogenesis/genetics
- Cell Line, Tumor
- Child
- Child, Preschool
- CpG Islands/genetics
- DNA (Cytosine-5-)-Methyltransferases/metabolism
- DNA Methylation/drug effects
- DNA Methylation/genetics
- Decitabine
- Epigenesis, Genetic/genetics
- Exons/genetics
- Female
- Gene Expression Regulation, Leukemic
- Humans
- Infant
- Infant, Newborn
- Leukemia, Myeloid, Acute/blood
- Leukemia, Myeloid, Acute/genetics
- Leukemia, Myeloid, Acute/pathology
- Male
- Nucleic Acid Hybridization/methods
- Oligonucleotide Array Sequence Analysis/methods
- Oncogene Proteins, Fusion/genetics
- Promoter Regions, Genetic/genetics
- Trans-Activators
- Tumor Suppressor Proteins/genetics
- DNA Methyltransferase 3B
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Affiliation(s)
- N S D Larmonie
- Department of Pediatric Oncology/Hematology, Erasmus MC-Sophia Children's Hospital, Rotterdam, The Netherlands
| | - T C J M Arentsen-Peters
- Department of Pediatric Oncology/Hematology, Erasmus MC-Sophia Children's Hospital, Rotterdam, The Netherlands
| | - A Obulkasim
- Department of Pediatric Oncology/Hematology, Erasmus MC-Sophia Children's Hospital, Rotterdam, The Netherlands
| | - D Valerio
- Department of Pediatric Oncology/Hematology, Erasmus MC-Sophia Children's Hospital, Rotterdam, The Netherlands
| | - E Sonneveld
- Dutch Childhood Oncology Group (DCOG), The Hague, The Netherlands
| | - A A Danen-van Oorschot
- Department of Pediatric Oncology/Hematology, Erasmus MC-Sophia Children's Hospital, Rotterdam, The Netherlands
| | - V de Haas
- Dutch Childhood Oncology Group (DCOG), The Hague, The Netherlands
| | - D Reinhardt
- Department of Pediatric Oncology/Hematology, Medical High School, Hannover, Germany
| | - M Zimmermann
- Department of Pediatric Oncology/Hematology, Medical High School, Hannover, Germany
| | - J Trka
- Pediatric Hematology/Oncology, 2nd Medical School, Charles University, Prague, Czech Republic
| | - A Baruchel
- CHU de Paris-Hôpital Robert Debré, Paris, France
| | - R Pieters
- Princess Maxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | | | - C M Zwaan
- Department of Pediatric Oncology/Hematology, Erasmus MC-Sophia Children's Hospital, Rotterdam, The Netherlands
| | - M Fornerod
- Department of Pediatric Oncology/Hematology, Erasmus MC-Sophia Children's Hospital, Rotterdam, The Netherlands
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High expression of RUNX1 is associated with poorer outcomes in cytogenetically normal acute myeloid leukemia. Oncotarget 2017; 7:15828-39. [PMID: 26910834 PMCID: PMC4941280 DOI: 10.18632/oncotarget.7489] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2015] [Accepted: 01/24/2016] [Indexed: 12/13/2022] Open
Abstract
Depending on its expression level, RUNX1 can act as a tumor promoter or suppressor in hematological malignancies. The clinical impact of RUNX1 expression in cytogenetically normal acute myeloid leukemia (CN-AML) remained unknown, however. We evaluated the prognostic significance of RUNX1 expression using several public microarray datasets. In the testing group (n = 157), high RUNX1 expression (RUNX1high) was associated with poorer overall survival (OS; P = 0.0025) and event-free survival (EFS; P = 0.0025) than low RUNX1 expression (RUNX1low). In addition, the prognostic significance of RUNX1 was confirmed using European Leukemia Net (ELN) genetic categories and multivariable analysis, which was further validated using a second independent CN-AML cohort (n = 162, OS; P = 0.03953). To better understand the mechanisms of RUNX1, we investigated genome-wide gene/microRNAs expression signatures and cell signaling pathways associated with RUNX1 expression status. Several known oncogenes/oncogenic microRNAs and cell signaling pathways were all up-regulated, while some anti-oncogenes and molecules of immune activation were down-regulated in RUNX1high CN-AML patients. These findings suggest RUNX1high is a prognostic biomarker of unfavorable outcome in CN-AML, which is supported by the distinctive gene/microRNA signatures and cell signaling pathways.
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Arber DA, Borowitz MJ, Cessna M, Etzell J, Foucar K, Hasserjian RP, Rizzo JD, Theil K, Wang SA, Smith AT, Rumble RB, Thomas NE, Vardiman JW. Initial Diagnostic Workup of Acute Leukemia: Guideline From the College of American Pathologists and the American Society of Hematology. Arch Pathol Lab Med 2017; 141:1342-1393. [PMID: 28225303 DOI: 10.5858/arpa.2016-0504-cp] [Citation(s) in RCA: 69] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
CONTEXT - A complete diagnosis of acute leukemia requires knowledge of clinical information combined with morphologic evaluation, immunophenotyping and karyotype analysis, and often, molecular genetic testing. Although many aspects of the workup for acute leukemia are well accepted, few guidelines have addressed the different aspects of the diagnostic evaluation of samples from patients suspected to have acute leukemia. OBJECTIVE - To develop a guideline for treating physicians and pathologists involved in the diagnostic and prognostic evaluation of new acute leukemia samples, including acute lymphoblastic leukemia, acute myeloid leukemia, and acute leukemias of ambiguous lineage. DESIGN - The College of American Pathologists and the American Society of Hematology convened a panel of experts in hematology and hematopathology to develop recommendations. A systematic evidence review was conducted to address 6 key questions. Recommendations were derived from strength of evidence, feedback received during the public comment period, and expert panel consensus. RESULTS - Twenty-seven guideline statements were established, which ranged from recommendations on what clinical and laboratory information should be available as part of the diagnostic and prognostic evaluation of acute leukemia samples to what types of testing should be performed routinely, with recommendations on where such testing should be performed and how the results should be reported. CONCLUSIONS - The guideline provides a framework for the multiple steps, including laboratory testing, in the evaluation of acute leukemia samples. Some aspects of the guideline, especially molecular genetic testing in acute leukemia, are rapidly changing with new supportive literature, which will require on-going updates for the guideline to remain relevant.
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19
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Kang J, Lee CN, Li HY, Hsu KH, Lin SY. Genome-wide DNA methylation variation in maternal and cord blood of gestational diabetes population. Diabetes Res Clin Pract 2017; 132:127-136. [PMID: 28834773 DOI: 10.1016/j.diabres.2017.07.034] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2017] [Revised: 07/06/2017] [Accepted: 07/26/2017] [Indexed: 12/13/2022]
Abstract
AIMS Gestational diabetes mellitus (GDM) has always been a concerning issue for pregnant women. In recent studies, GDM was found to be related to epigenetic modifications, which would alter gene expressions, thus affecting the patients' and their offspring's health, leading to a higher probability of developing metabolic syndromes and diabetes later in life. METHODS In this study, we collected both maternal and cord blood samples from 16 pregnant women and their newborns, including eight exposed to GDM. GDM was diagnosed via a 75g oral glucose tolerance test (OGTT) at 24-28weeks of pregnancy. DNA methylation was measured at 841,573 CpG sites via the Infinium HumanMethylationEPIC BeadChip. An Ingenuity Pathway Analysis was conducted afterwards to identify genes and pathways epigenetically affected by GDM. RESULTS We identified the top 200 loci and their corresponding genes in the maternal blood group (n=151) and cord blood group (n=167), both of which were methylated differently in the GDM and unexposed group. Metabolic disease-related pathways and molecules, such as interleukin-6 and interleukin-10 were identified in both groups. These results suggested that GDM has epigenetic effects on both mother and their offspring, which might result in future metabolic syndromes or diabetes. CONCLUSIONS The high-throughput platform enabled us to analyze methylation sites throughout the genome and identify the most promising genes and pathways associated with GDM.
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Affiliation(s)
- Jessica Kang
- Department of Obstetrics and Gynecology, National Taiwan University Hospital, No. 8 Chung-Shan South Road, Taipei 100, Taiwan.
| | - Chien-Nan Lee
- Department of Obstetrics and Gynecology, National Taiwan University Hospital, No. 8 Chung-Shan South Road, Taipei 100, Taiwan.
| | - Hung-Yuan Li
- Department of Internal Medicine, National Taiwan University Hospital, No. 7 Chung-Shan South Road, Taipei 100, Taiwan.
| | - Kai-Han Hsu
- Institute of Molecular Medicine, College of Medicine, National Taiwan University, No. 7 Chung-Shan South Road, Taipei 100, Taiwan.
| | - Shin-Yu Lin
- Department of Obstetrics and Gynecology, National Taiwan University Hospital, No. 8 Chung-Shan South Road, Taipei 100, Taiwan.
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20
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Hay JF, Lappin K, Liberante F, Kettyle LM, Matchett KB, Thompson A, Mills KI. Integrated analysis of the molecular action of Vorinostat identifies epi-sensitised targets for combination therapy. Oncotarget 2017; 8:67891-67903. [PMID: 28978082 PMCID: PMC5620222 DOI: 10.18632/oncotarget.18910] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2016] [Accepted: 05/31/2017] [Indexed: 11/25/2022] Open
Abstract
Several histone deacetylase inhibitors including Vorinostat have received FDA approval for the treatment of haematological malignancies. However, data from these trials indicate that Vorinostat has limited efficacy as a monotherapy, prompting the need for rational design of combination therapies. A number of epi-sensitised pathways, including sonic hedgehog (SHH), were identified in AML cells by integration of global patterns of histone H3 lysine 9 (H3K9) acetylation with transcriptomic analysis following Vorinostat-treatment. Direct targeting of the SHH pathway with SANT-1, following Vorinostat induced epi-sensitisation, resulted in synergistic cell death of AML cells. In addition, xenograft studies demonstrated that combination therapy induced a marked reduction in leukemic burden compared to control or single agents. Together, the data supports epi-sensitisation as a potential component of the strategy for the rational development of combination therapies in AML.
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Affiliation(s)
- Jodie F Hay
- Blood Cancer Research Group, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK.,Molecular Oncology Laboratory, MRC - University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow, UK
| | - Katrina Lappin
- Blood Cancer Research Group, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Fabio Liberante
- Blood Cancer Research Group, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK.,Ludwig Boltzmann Institute for Cancer Research, Vienna, Austria
| | - Laura M Kettyle
- Blood Cancer Research Group, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK.,Haematopoietic Stem Cell Biology, MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, John Radcliffe Hospital, Oxford, UK
| | - Kyle B Matchett
- Blood Cancer Research Group, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Alexander Thompson
- Blood Cancer Research Group, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK.,Division of Cancer and Stem Cells, Centre for Biomolecular Sciences, University of Nottingham, Nottingham, UK
| | - Ken I Mills
- Blood Cancer Research Group, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
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21
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Moran S, Martinez-Cardús A, Boussios S, Esteller M. Precision medicine based on epigenomics: the paradigm of carcinoma of unknown primary. Nat Rev Clin Oncol 2017; 14:682-694. [PMID: 28675165 DOI: 10.1038/nrclinonc.2017.97] [Citation(s) in RCA: 71] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Epigenetic alterations are a common hallmark of human cancer. Single epigenetic markers are starting to be incorporated into clinical practice; however, the translational use of these biomarkers has not been validated at the 'omics' level. The identification of the tissue of origin in patients with cancer of unknown primary (CUP) is an example of how epigenomics can be incorporated in clinical settings, addressing an unmet need in the diagnostic and clinical management of these patients. Despite the great diagnostic advances made in the past decade, the use of traditional diagnostic procedures only enables the tissue of origin to be determined in ∼30% of patients with CUP. Thus, development of molecularly guided diagnostic strategies has emerged to complement traditional procedures, thereby improving the clinical management of patients with CUP. In this Review, we present the latest data on strategies using epigenetics and other molecular biomarkers to guide therapeutic decisions involving patients with CUP, and we highlight areas warranting further research to engage the medical community in this unmet need.
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Affiliation(s)
- Sebastián Moran
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Avinguda Gran Via 199-203, 08908 L'Hospitalet del Llobregat, Barcelona, Spain
| | - Anna Martinez-Cardús
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Avinguda Gran Via 199-203, 08908 L'Hospitalet del Llobregat, Barcelona, Spain
| | - Stergios Boussios
- Department of Medical Oncology, Ioannina University Hospital, Niarxou Avenue, 45110 Ioannina, Greece
| | - Manel Esteller
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Avinguda Gran Via 199-203, 08908 L'Hospitalet del Llobregat, Barcelona, Spain.,Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona (UB), Carrer de la Feixa Llarga, s/n, 08908 L'Hospitalet, Spain.,Institucio Catalana de Recerca i Estudis Avançats (ICREA), Passeig Lluís Companys 23, 08010 Barcelona, Spain
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22
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San José-Enériz E, Agirre X, Rabal O, Vilas-Zornoza A, Sanchez-Arias JA, Miranda E, Ugarte A, Roa S, Paiva B, Estella-Hermoso de Mendoza A, Alvarez RM, Casares N, Segura V, Martín-Subero JI, Ogi FX, Soule P, Santiveri CM, Campos-Olivas R, Castellano G, de Barrena MGF, Rodriguez-Madoz JR, García-Barchino MJ, Lasarte JJ, Avila MA, Martinez-Climent JA, Oyarzabal J, Prosper F. Discovery of first-in-class reversible dual small molecule inhibitors against G9a and DNMTs in hematological malignancies. Nat Commun 2017; 8:15424. [PMID: 28548080 PMCID: PMC5458547 DOI: 10.1038/ncomms15424] [Citation(s) in RCA: 113] [Impact Index Per Article: 16.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2016] [Accepted: 03/29/2017] [Indexed: 02/08/2023] Open
Abstract
The indisputable role of epigenetics in cancer and the fact that epigenetic alterations can be reversed have favoured development of epigenetic drugs. In this study, we design and synthesize potent novel, selective and reversible chemical probes that simultaneously inhibit the G9a and DNMTs methyltransferase activity. In vitro treatment of haematological neoplasia (acute myeloid leukaemia-AML, acute lymphoblastic leukaemia-ALL and diffuse large B-cell lymphoma-DLBCL) with the lead compound CM-272, inhibits cell proliferation and promotes apoptosis, inducing interferon-stimulated genes and immunogenic cell death. CM-272 significantly prolongs survival of AML, ALL and DLBCL xenogeneic models. Our results represent the discovery of first-in-class dual inhibitors of G9a/DNMTs and establish this chemical series as a promising therapeutic tool for unmet needs in haematological tumours. Epigenetic drugs are emerging as a powerful therapeutic option for cancer treatment. Here, the authors synthesized selective chemical probes that simultaneously inhibit the G9a and DNMTs methyltransferase activity and demonstrate their anti-tumour activity using in vitro and in vivo models of haematological neoplasia.
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Affiliation(s)
- Edurne San José-Enériz
- Area de Hemato-Oncología, Centro de Investigación Médica Aplicada, IDISNA, Ciberonc, Universidad de Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Xabier Agirre
- Area de Hemato-Oncología, Centro de Investigación Médica Aplicada, IDISNA, Ciberonc, Universidad de Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Obdulia Rabal
- Small Molecule Discovery Platform, Molecular Therapeutics Program, Center for Applied Medical Research, University of Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Amaia Vilas-Zornoza
- Area de Hemato-Oncología, Centro de Investigación Médica Aplicada, IDISNA, Ciberonc, Universidad de Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Juan A Sanchez-Arias
- Small Molecule Discovery Platform, Molecular Therapeutics Program, Center for Applied Medical Research, University of Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Estibaliz Miranda
- Area de Hemato-Oncología, Centro de Investigación Médica Aplicada, IDISNA, Ciberonc, Universidad de Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Ana Ugarte
- Small Molecule Discovery Platform, Molecular Therapeutics Program, Center for Applied Medical Research, University of Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Sergio Roa
- Area de Hemato-Oncología, Centro de Investigación Médica Aplicada, IDISNA, Ciberonc, Universidad de Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Bruno Paiva
- Area de Hemato-Oncología, Centro de Investigación Médica Aplicada, IDISNA, Ciberonc, Universidad de Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Ander Estella-Hermoso de Mendoza
- Small Molecule Discovery Platform, Molecular Therapeutics Program, Center for Applied Medical Research, University of Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Rosa María Alvarez
- Small Molecule Discovery Platform, Molecular Therapeutics Program, Center for Applied Medical Research, University of Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Noelia Casares
- Area de Terapia Génica y Hepatología, Centro de Investigación Médica Aplicada, Universidad de Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Victor Segura
- Unidad de Bioinformática, Centro de Investigación Médica Aplicada, Universidad de Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - José I Martín-Subero
- Departamento de Fundamentos Clínicos, Universitat de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer, Centre Esther Koplowitz, C/ Rosello 153 2nd floor 08036 Barcelona, Spain
| | | | - Pierre Soule
- Nanotemper Technologies GmbH, Flößergasse 4, Munich, Germany
| | - Clara M Santiveri
- Spectroscopy and NMR Unit, Spanish National Cancer Research Center (CNIO), C/ Melchor Fernández Almagro, 3 28029 Madrid, Spain
| | - Ramón Campos-Olivas
- Spectroscopy and NMR Unit, Spanish National Cancer Research Center (CNIO), C/ Melchor Fernández Almagro, 3 28029 Madrid, Spain
| | - Giancarlo Castellano
- Departamento de Fundamentos Clínicos, Universitat de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer, Centre Esther Koplowitz, C/ Rosello 153 2nd floor 08036 Barcelona, Spain
| | - Maite Garcia Fernandez de Barrena
- Area de Terapia Génica y Hepatología, Centro de Investigación Médica Aplicada, Universidad de Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Juan Roberto Rodriguez-Madoz
- Area de Hemato-Oncología, Centro de Investigación Médica Aplicada, IDISNA, Ciberonc, Universidad de Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Maria José García-Barchino
- Area de Hemato-Oncología, Centro de Investigación Médica Aplicada, IDISNA, Ciberonc, Universidad de Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Juan Jose Lasarte
- Area de Terapia Génica y Hepatología, Centro de Investigación Médica Aplicada, Universidad de Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Matias A Avila
- Area de Terapia Génica y Hepatología, Centro de Investigación Médica Aplicada, Universidad de Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Jose Angel Martinez-Climent
- Area de Hemato-Oncología, Centro de Investigación Médica Aplicada, IDISNA, Ciberonc, Universidad de Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Julen Oyarzabal
- Small Molecule Discovery Platform, Molecular Therapeutics Program, Center for Applied Medical Research, University of Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain
| | - Felipe Prosper
- Area de Hemato-Oncología, Centro de Investigación Médica Aplicada, IDISNA, Ciberonc, Universidad de Navarra, Avenida Pío XII, 55 31008 Pamplona, Spain.,Departamento de Hematología, Clínica Universidad de Navarra, Universidad de Navarra, Avenida Pío XII, 36 31008 Pamplona, Spain
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23
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Hong Q, Chen X, Ye H, Wu X, Wang X, Kong L, Xia Y, Duan S. Chemotherapy-induced hypomethylation of N-myc downstream-regulated gene 4 in the bone marrow of patients with acute myeloid leukemia. Oncol Lett 2017; 13:3309-3313. [PMID: 28533822 DOI: 10.3892/ol.2017.5839] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Accepted: 09/09/2016] [Indexed: 12/12/2022] Open
Abstract
N-myc downstream-regulated gene 4 (NDRG4) has previously been investigated as a possible tumor suppressor. Hypermethylation of tumor suppressor genes contributes to the occurrence and development of certain types of cancer, including acute myeloid leukemia (AML). The current study aimed to assess the contribution of chemotherapy-induced NDRG4 changeable methylation to the development of AML. A total of 30 patients (13 males and 17 females) were involved in the present study. The DNA methylation levels of five C-phosphate-G sites of the NDRG4 gene were measured using bisulfite pyrosequencing techniques. The results indicated significantly reduced gene-body methylation levels of NDRG4 during chemotherapy (prior to chemotherapy: 9.35±4.22%; following chemotherapy: 7.54±3.11%; P=0.030). Further analysis of AML subtypes revealed the methylation reductions were principally contributed by patients with M2 subtype AML (prior to chemotherapy: 9.91±4.76%; following chemotherapy: 5.26±1.16%; P=0.038). A significant association was also observed between the patient age and the altered levels of NDRG4 gene-body methylation in patients with M2 subtype AML (r=0.761; P=0.047), suggesting that reductions in induced-methylation may be age-dependent in patients with M2 subtype AML during chemotherapy. Therefore, age may affect the induced methylation levels of NDRG4 gene-body in patients with AML (particularly patients with M2 subtype AML) during chemotherapy.
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Affiliation(s)
- Qingxiao Hong
- Zhejiang Provincial Key Laboratory of Pathophysiology, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Xiaoying Chen
- Zhejiang Provincial Key Laboratory of Pathophysiology, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Huadan Ye
- Zhejiang Provincial Key Laboratory of Pathophysiology, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
| | - Xiaodong Wu
- Department of Hematology, Yuyao People's Hospital, Yuyao, Zhejiang 315400, P.R. China
| | - Xuejing Wang
- Department of Hematology, Yuyao People's Hospital, Yuyao, Zhejiang 315400, P.R. China
| | - Lingyan Kong
- Department of Hematology, Yuyao People's Hospital, Yuyao, Zhejiang 315400, P.R. China
| | - Yongming Xia
- Department of Hematology, Yuyao People's Hospital, Yuyao, Zhejiang 315400, P.R. China
| | - Shiwei Duan
- Zhejiang Provincial Key Laboratory of Pathophysiology, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, P.R. China
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24
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Kamali Dolatabadi E, Ostadali Dehaghi M, Amirizadeh N, Parivar K, Mahdian R. CDKN2B Methylation Correlates with Survival in AML Patients. IRANIAN JOURNAL OF PHARMACEUTICAL RESEARCH : IJPR 2017; 16:1600-1611. [PMID: 29552069 PMCID: PMC5843322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Aberrant DNA methylation has been reported as an important phenotype in acute myeloid leukemia. However the clinical significance of methylation changes has not been clear yet. In this study methylation Specific Melting Curve Analysis (MS-MCA) and real time PCR was used to assess the CDKN2B promoter hyper-methylation and gene expression in 59 Iranian acute myeloid leukemia (AML) patients. The incidence of aberrant hyper methylation of CDKN2B gene and cytogenetic abnormalities were 37.3% (22 of 59 patients) and 35.6% (21 of 59) respectively in our patients. We observed that CDKN2B expression level was lower than normal mesenchymal stem cells. Our data revealed significant correlation between methylated CDKN2B promoter region and mRNA gene expression (P= 0.007). Also, our data indicated that AML patients with aberrant methylation of CDKN2B gene had a lower survival rates (P=0.043). In addition, they had a higher proportion of leukemic blast cells (P=0.022) and higher white blood cell count in peripheral blood (P=0.0123). Aberrant methylation of CDKN2B was observed to higher in M2 subtype and lower in M3 and M4 subtypes. Although, we observed a significant correlation between Methylation and survival, there was no significant correlation between CDKN2B methylation and treatment outcome of AML patients (P=0.187). Furthermore, our data didn't illustrated a significant correlation between CDKN2B expression and survival (P=0.93). In conclusion our study showed that the aberrant methylation is one of molecular mechanisms involved in CDKN2B gene expression, moreover we can consider the CDKN2B methylation, as a prognostic marker in predict AML patients' survival.
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Affiliation(s)
| | - Mohammadreza Ostadali Dehaghi
- Cell Therapy and Hematopoietic Stem Cell Transplantation Research Center, Tehran University of Medical Sciences.Tehran, Iran.
| | - Naser Amirizadeh
- Iranian Blood Transfusion Research Center, High Institute for Research and Education in Transfusion Medicine, Tehran, Iran.
| | - Kazem Parivar
- Department of Biology, Science and Research Branch´ Islamic Azad University, Tehran Iran.
| | - Reza Mahdian
- Molecular Medicine Department, Pasteur Institute of Iran, Tehran, Iran.
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25
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Prada-Arismendy J, Arroyave JC, Röthlisberger S. Molecular biomarkers in acute myeloid leukemia. Blood Rev 2016; 31:63-76. [PMID: 27639498 DOI: 10.1016/j.blre.2016.08.005] [Citation(s) in RCA: 181] [Impact Index Per Article: 22.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Revised: 08/24/2016] [Accepted: 08/26/2016] [Indexed: 12/11/2022]
Abstract
Acute myeloid leukemia (AML) is the most common acute leukemia in adults. The pathophysiology of this disease is just beginning to be understood at the cellular and molecular level, and currently cytogenetic markers are the most important for risk stratification and treatment of AML patients. However, with the advent of new technologies, the detection of other molecular markers such as point mutations and characterization of epigenetic and proteomic profiles, have begun to play an important role in how the disease is approached. Recent evidence shows that the identification of new AML biomarkers contributes to a better understanding of the molecular basis of the disease, is significantly useful in screening, diagnosis, prognosis and monitoring of AML, as well as the possibility of predicting each individual's response to treatment. This review summarizes the most relevant molecular (genetic, epigenetic, and protein) biomarkers associated with acute myeloid leukemia and discusses their clinical importance in terms of risk prediction, diagnosis and prognosis.
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MESH Headings
- Biomarkers, Tumor
- DNA Methylation
- Disease Susceptibility
- Epigenesis, Genetic
- Genetic Variation
- Humans
- Leukemia, Myeloid, Acute/diagnosis
- Leukemia, Myeloid, Acute/genetics
- Leukemia, Myeloid, Acute/metabolism
- Leukemia, Myeloid, Acute/mortality
- Mutation
- Prognosis
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Affiliation(s)
- Jeanette Prada-Arismendy
- Grupo de Investigación e Innovación Biomédica, Instituto Tecnológico Metropolitano, Medellín, Colombia.
| | - Johanna C Arroyave
- Grupo de Investigación e Innovación Biomédica, Instituto Tecnológico Metropolitano, Medellín, Colombia
| | - Sarah Röthlisberger
- Grupo de Investigación e Innovación Biomédica, Instituto Tecnológico Metropolitano, Medellín, Colombia
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26
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Hirsch P, Zhang Y, Tang R, Joulin V, Boutroux H, Pronier E, Moatti H, Flandrin P, Marzac C, Bories D, Fava F, Mokrani H, Betems A, Lorre F, Favier R, Féger F, Mohty M, Douay L, Legrand O, Bilhou-Nabera C, Louache F, Delhommeau F. Genetic hierarchy and temporal variegation in the clonal history of acute myeloid leukaemia. Nat Commun 2016; 7:12475. [PMID: 27534895 PMCID: PMC4992157 DOI: 10.1038/ncomms12475] [Citation(s) in RCA: 80] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2016] [Accepted: 07/05/2016] [Indexed: 12/21/2022] Open
Abstract
In acute myeloid leukaemia (AML) initiating pre-leukaemic lesions can be identified through three major hallmarks: their early occurrence in the clone, their persistence at relapse and their ability to initiate multilineage haematopoietic repopulation and leukaemia in vivo. Here we analyse the clonal composition of a series of AML through these characteristics. We find that not only DNMT3A mutations, but also TET2, ASXL1 mutations, core-binding factor and MLL translocations, as well as del(20q) mostly fulfil these criteria. When not eradicated by AML treatments, pre-leukaemic cells with these lesions can re-initiate the leukaemic process at various stages until relapse, with a time-dependent increase in clonal variegation. Based on the nature, order and association of lesions, we delineate recurrent genetic hierarchies of AML. Our data indicate that first lesions, variegation and treatment selection pressure govern the expansion and adaptive behaviour of the malignant clone, shaping AML in a time-dependent manner. Pre-leukaemic clones, together with the propensity to cause disease in mice, are characterized by appearing early in myeloid leukaemia and being found at relapse. Here, the authors identify clones in human samples and find that they are characterized by hierarchically organized genetic lesions, which can be used to track evolution of the disease.
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Affiliation(s)
- Pierre Hirsch
- Sorbonne Universités, UPMC Univ Paris 06, UMR_S 938, CDR Saint-Antoine, F-75012 Paris, France.,INSERM, UMR_S 938, CDR Saint-Antoine, F-75012 Paris, France.,Sorbonne Universités, UPMC Univ Paris 06, GRC n°7, Groupe de Recherche Clinique sur les Myéloproliférations Aiguës et Chroniques MYPAC, F-75012 Paris, France.,AP-HP, Hôpital St Antoine, Service d'Hématologie clinique et de thérapie cellulaire, F-75012 Paris, France
| | - Yanyan Zhang
- Institut National de la Santé et de la Recherche Médicale (INSERM), UMRS 1170, CNRS GDR 3697 Micronit, 94805 Villejuif, France.,Institut Gustave Roussy, Univ Paris-Sud, Université Paris Saclay, 94805 Villejuif, France
| | - Ruoping Tang
- AP-HP, Hôpital St Antoine, Service d'Hématologie clinique et de thérapie cellulaire, F-75012 Paris, France
| | - Virginie Joulin
- Institut National de la Santé et de la Recherche Médicale (INSERM), UMRS 1170, CNRS GDR 3697 Micronit, 94805 Villejuif, France.,Institut Gustave Roussy, Univ Paris-Sud, Université Paris Saclay, 94805 Villejuif, France
| | - Hélène Boutroux
- Sorbonne Universités, UPMC Univ Paris 06, UMR_S 938, CDR Saint-Antoine, F-75012 Paris, France.,INSERM, UMR_S 938, CDR Saint-Antoine, F-75012 Paris, France.,Sorbonne Universités, UPMC Univ Paris 06, GRC n°7, Groupe de Recherche Clinique sur les Myéloproliférations Aiguës et Chroniques MYPAC, F-75012 Paris, France.,Department of Pediatric Hematology and Oncology, AP-HP, Hôpital Armand-Trousseau, F-75012 Paris, France
| | - Elodie Pronier
- Institut Gustave Roussy, Univ Paris-Sud, Université Paris Saclay, 94805 Villejuif, France
| | - Hannah Moatti
- Sorbonne Universités, UPMC Univ Paris 06, UMR_S 938, CDR Saint-Antoine, F-75012 Paris, France.,INSERM, UMR_S 938, CDR Saint-Antoine, F-75012 Paris, France.,Sorbonne Universités, UPMC Univ Paris 06, GRC n°7, Groupe de Recherche Clinique sur les Myéloproliférations Aiguës et Chroniques MYPAC, F-75012 Paris, France
| | - Pascale Flandrin
- Sorbonne Universités, UPMC Univ Paris 06, UMR_S 938, CDR Saint-Antoine, F-75012 Paris, France.,INSERM, UMR_S 938, CDR Saint-Antoine, F-75012 Paris, France.,Sorbonne Universités, UPMC Univ Paris 06, GRC n°7, Groupe de Recherche Clinique sur les Myéloproliférations Aiguës et Chroniques MYPAC, F-75012 Paris, France
| | - Christophe Marzac
- AP-HP, Hôpital Saint-Antoine &Hôpital Armand-Trousseau, Service d'hématologie biologique, F-75012 Paris, France
| | - Dominique Bories
- AP-HP, Hôpital Henri Mondor, Unité d'Hématologie Moléculaire, F-94010 Créteil, France
| | - Fanny Fava
- Sorbonne Universités, UPMC Univ Paris 06, UMR_S 938, CDR Saint-Antoine, F-75012 Paris, France
| | - Hayat Mokrani
- Institut Gustave Roussy, Univ Paris-Sud, Université Paris Saclay, 94805 Villejuif, France
| | - Aline Betems
- Institut Gustave Roussy, Univ Paris-Sud, Université Paris Saclay, 94805 Villejuif, France
| | - Florence Lorre
- AP-HP, Hôpital Saint-Antoine, Laboratoire commun de biologie et génétique moléculaires, F-75012 Paris, France
| | - Rémi Favier
- AP-HP, Hôpital Saint-Antoine &Hôpital Armand-Trousseau, Service d'hématologie biologique, F-75012 Paris, France
| | - Frédéric Féger
- AP-HP, Hôpital Saint-Antoine &Hôpital Armand-Trousseau, Service d'hématologie biologique, F-75012 Paris, France
| | - Mohamad Mohty
- Sorbonne Universités, UPMC Univ Paris 06, UMR_S 938, CDR Saint-Antoine, F-75012 Paris, France.,Sorbonne Universités, UPMC Univ Paris 06, GRC n°7, Groupe de Recherche Clinique sur les Myéloproliférations Aiguës et Chroniques MYPAC, F-75012 Paris, France
| | - Luc Douay
- Sorbonne Universités, UPMC Univ Paris 06, UMR_S 938, CDR Saint-Antoine, F-75012 Paris, France.,INSERM, UMR_S 938, CDR Saint-Antoine, F-75012 Paris, France.,AP-HP, Hôpital Saint-Antoine &Hôpital Armand-Trousseau, Service d'hématologie biologique, F-75012 Paris, France
| | - Ollivier Legrand
- Sorbonne Universités, UPMC Univ Paris 06, UMR_S 938, CDR Saint-Antoine, F-75012 Paris, France.,INSERM, UMR_S 938, CDR Saint-Antoine, F-75012 Paris, France.,Sorbonne Universités, UPMC Univ Paris 06, GRC n°7, Groupe de Recherche Clinique sur les Myéloproliférations Aiguës et Chroniques MYPAC, F-75012 Paris, France.,AP-HP, Hôpital St Antoine, Service d'Hématologie clinique et de thérapie cellulaire, F-75012 Paris, France
| | - Chrystèle Bilhou-Nabera
- Sorbonne Universités, UPMC Univ Paris 06, UMR_S 938, CDR Saint-Antoine, F-75012 Paris, France.,INSERM, UMR_S 938, CDR Saint-Antoine, F-75012 Paris, France.,Sorbonne Universités, UPMC Univ Paris 06, GRC n°7, Groupe de Recherche Clinique sur les Myéloproliférations Aiguës et Chroniques MYPAC, F-75012 Paris, France.,AP-HP, Hôpital Saint-Antoine &Hôpital Armand-Trousseau, Service d'hématologie biologique, F-75012 Paris, France
| | - Fawzia Louache
- Institut National de la Santé et de la Recherche Médicale (INSERM), UMRS 1170, CNRS GDR 3697 Micronit, 94805 Villejuif, France.,Institut Gustave Roussy, Univ Paris-Sud, Université Paris Saclay, 94805 Villejuif, France
| | - François Delhommeau
- Sorbonne Universités, UPMC Univ Paris 06, UMR_S 938, CDR Saint-Antoine, F-75012 Paris, France.,INSERM, UMR_S 938, CDR Saint-Antoine, F-75012 Paris, France.,Sorbonne Universités, UPMC Univ Paris 06, GRC n°7, Groupe de Recherche Clinique sur les Myéloproliférations Aiguës et Chroniques MYPAC, F-75012 Paris, France.,AP-HP, Hôpital Saint-Antoine &Hôpital Armand-Trousseau, Service d'hématologie biologique, F-75012 Paris, France
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27
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Li X, Zhu L, Ye X. [Aberrant DNA methylation and its targeted therapy in acute myeloid leukemia]. Zhejiang Da Xue Xue Bao Yi Xue Ban 2016; 45:387-394. [PMID: 27868412 PMCID: PMC10397039 DOI: 10.3785/j.issn.1008-9292.2016.07.09] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Accepted: 07/06/2016] [Indexed: 06/06/2023]
Abstract
The occurrence and development of acute myeloid leukemia (AML) is not only related to gene mutations, but also influenced by abnormal epigenetic regulation, in which DNA methylation is one of the most important mechanisms. Abnormal DNA methylation may lead to the activation of oncogene and the inactivation of tumor suppressor gene, resulting in the occurrence of leukemia. The mutations of DNA methylation enzymes associated with AML may have certain characteristics. The AML with recurrent cytogenetic abnormalities is also related to abnormal methylation. Some fusion genes can alter DNA methylation status to participate in the pathogenesis of leukemia. In addition, chemotherapy drug resistance in patients with AML is associated with the change of gene methylation status. Considering the reversibility of the epigenetic modification, targeted methylation therapy has become a hotspot of AML research.
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Affiliation(s)
- Xueying Li
- Department of Hematology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China
| | - Lixia Zhu
- Department of Hematology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China
| | - Xiujin Ye
- Department of Hematology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China.
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28
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Qu X, Davison J, Du L, Storer B, Stirewalt DL, Heimfeld S, Estey E, Appelbaum FR, Fang M. Identification of differentially methylated markers among cytogenetic risk groups of acute myeloid leukemia. Epigenetics 2016; 10:526-35. [PMID: 25996682 DOI: 10.1080/15592294.2015.1048060] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Aberrant DNA methylation is known to occur in cancer, including hematological malignancies such as acute myeloid leukemia (AML). However, less is known about whether specific methylation profiles characterize specific subcategories of AML. We examined this issue by using comprehensive high-throughput array-based relative methylation analysis (CHARM) to compare methylation profiles among patients in different AML cytogenetic risk groups. We found distinct profiles in each group, with the high-risk group showing overall increased methylation compared with low- and mid-risk groups. The differentially methylated regions (DMRs) distinguishing cytogenetic risk groups of AML were enriched in the CpG island shores. Specific risk-group associated DMRs were located near genes previously known to play a role in AML or other malignancies, such as MN1, UHRF1, HOXB3, and HOXB4, as well as TRIM71, the function of which in cancer is not well characterized. These findings were verified by quantitative bisulfite pyrosequencing and by comparison with results available at the TCGA cancer genome browser. To explore the potential biological significance of the observed methylation changes, we correlated our findings with gene expression data available through the TCGA database. The results showed that decreased methylation at HOXB3 and HOXB4 was associated with increased gene expression of both HOXB genes specific to the mid-risk AML, while increased DNA methylation at DCC distinctive to the high-risk AML was associated with increased gene expression. Our results suggest that the differential impact of cytogenetic changes on AML prognosis may, in part, be mediated by changes in methylation.
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Affiliation(s)
- Xiaoyu Qu
- a Fred Hutchinson Cancer Research Center ; Seattle , WA , USA
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29
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Eriksson A, Lennartsson A, Lehmann S. Epigenetic aberrations in acute myeloid leukemia: Early key events during leukemogenesis. Exp Hematol 2015; 43:609-24. [PMID: 26118500 DOI: 10.1016/j.exphem.2015.05.009] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2015] [Accepted: 05/23/2015] [Indexed: 12/17/2022]
Abstract
As a result of the introduction of new sequencing technologies, the molecular landscape of acute myeloid leukemia (AML) is rapidly evolving. From karyotyping, which detects only large genomic aberrations of metaphase chromosomes, we have moved into an era when sequencing of each base pair allows us to define the AML genome at highest resolution. This has revealed a new complex landscape of genetic aberrations where addition of mutations in epigenetic regulators has been one of the most important contributions to the understanding of the pathogenesis of AML. These findings, together with new insights into epigenetic mechanisms, have placed dysregulated epigenetic mechanisms at the forefront of AML development. Not only have several new mutations in genes directly involved in epigenetic regulatory mechanisms been discovered, but also previously well-known gene fusions have been found to exert aberrant effects through epigenetic mechanisms. In addition, mutations in epigenetic regulators such as DNMT3A, TET2, and ASXL1 have recently been found to be the earliest known events during AML evolution and to be present as preleukemic lesions before the onset of AML. In this article, we review epigenetic changes in AML also in relation to what is known about their mechanism of action and their prognostic role.
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Affiliation(s)
- Anna Eriksson
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Andreas Lennartsson
- Department of Biosciences and Nutrition, NOVUM, Karolinska Institutet, Stockholm, Sweden
| | - Sören Lehmann
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden; Centre of Hematology, HERM, Department of Medicine, Karolinska Institute, Huddinge, Stockholm, Sweden.
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30
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Lin Q, Wagner W. Epigenetic Aging Signatures Are Coherently Modified in Cancer. PLoS Genet 2015; 11:e1005334. [PMID: 26110659 PMCID: PMC4482318 DOI: 10.1371/journal.pgen.1005334] [Citation(s) in RCA: 86] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2015] [Accepted: 06/03/2015] [Indexed: 12/31/2022] Open
Abstract
Aging is associated with highly reproducible DNA methylation (DNAm) changes, which may contribute to higher prevalence of malignant diseases in the elderly. In this study, we analyzed epigenetic aging signatures in 5,621 DNAm profiles of 25 cancer types from The Cancer Genome Atlas (TCGA). Overall, age-associated DNAm patterns hardly reflect chronological age of cancer patients, but they are coherently modified in a non-stochastic manner, particularly at CpGs that become hypermethylated upon aging in non-malignant tissues. This coordinated regulation in epigenetic aging signatures can therefore be used for aberrant epigenetic age-predictions, which facilitate disease stratification. For example, in acute myeloid leukemia (AML) higher epigenetic age-predictions are associated with increased incidence of mutations in RUNX1, WT1, and IDH2, whereas mutations in TET2, TP53, and PML-PARA translocation are more frequent in younger age-predictions. Furthermore, epigenetic aging signatures correlate with overall survival in several types of cancer (such as lower grade glioma, glioblastoma multiforme, esophageal carcinoma, chromophobe renal cell carcinoma, cutaneous melanoma, lung squamous cell carcinoma, and neuroendocrine neoplasms). In conclusion, age-associated DNAm patterns in cancer are not related to chronological age of the patient, but they are coordinately regulated, particularly at CpGs that become hypermethylated in normal aging. Furthermore, the apparent epigenetic age-predictions correlate with clinical parameters and overall survival in several types of cancer, indicating that regulation of DNAm patterns in age-associated CpGs is relevant for cancer development. Our genome harbors epigenetic marks, such as DNA methylation (DNAm) at cytosine residues, which govern cellular differentiation. Some epigenetic modifications accumulate throughout life in a highly reproducible manner–they may contribute to the aging process and facilitate reliable age-predictions. So far, little is known how these “epigenetic aging signatures” are modified in cancer tissue and whether or not they are accelerated as compared to normal tissue. In this study, we systematically analyzed age-associated DNAm patterns in many types of cancer. In contrast to non-malignant tissue the epigenetic aging signatures hardly reflect chronological age of cancer patients. This may at least partially be attributed to the fact that cancer is a clonal disease capturing only the epigenetic make-up of the tumor-initiating cell. Notably, the aberrant DNAm patterns are not randomly distributed but reveal co-regulation at regions that become methylated upon aging in non-malignant tissue. Furthermore, we demonstrate that deviations of epigenetic age-predictions correlate with clinical parameters. In fact, they are clearly associated with overall survival in many types of cancer. These findings are particularly important, as they indicate relevance of age-associated DNA methylation patterns for malignant transformation, cancer development and prognosis.
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Affiliation(s)
- Qiong Lin
- Helmholtz-Institute for Biomedical Engineering, Stem Cell Biology and Cellular Engineering, RWTH Aachen University Medical School, Aachen, Germany
| | - Wolfgang Wagner
- Helmholtz-Institute for Biomedical Engineering, Stem Cell Biology and Cellular Engineering, RWTH Aachen University Medical School, Aachen, Germany
- * E-mail:
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Christopeit M, Bartholdy B. Epigenetic signatures as prognostic tools in acute myeloid leukemia and myelodysplastic syndromes. Epigenomics 2015; 6:371-4. [PMID: 25333846 DOI: 10.2217/epi.14.32] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Affiliation(s)
- Maximilian Christopeit
- Department of Stem Cell Transplantation, University Hospital Hamburg-Eppendorf, Martinistraße 52, D-20246 Hamburg, Germany
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32
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Amabile G, Di Ruscio A, Müller F, Welner RS, Yang H, Ebralidze AK, Zhang H, Levantini E, Qi L, Martinelli G, Brummelkamp T, Le Beau MM, Figueroa ME, Bock C, Tenen DG. Dissecting the role of aberrant DNA methylation in human leukaemia. Nat Commun 2015; 6:7091. [PMID: 25997600 PMCID: PMC4443494 DOI: 10.1038/ncomms8091] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2014] [Accepted: 04/02/2015] [Indexed: 01/08/2023] Open
Abstract
Chronic myeloid leukaemia (CML) is a myeloproliferative disorder characterized by the genetic translocation t(9;22)(q34;q11.2) encoding for the BCR-ABL fusion oncogene. However, many molecular mechanisms of the disease progression still remain poorly understood. A growing body of evidence suggests that the epigenetic abnormalities are involved in tyrosine kinase resistance in CML, leading to leukaemic clone escape and disease propagation. Here we show that, by applying cellular reprogramming to primary CML cells, aberrant DNA methylation contributes to the disease evolution. Importantly, using a BCR-ABL inducible murine model, we demonstrate that a single oncogenic lesion triggers DNA methylation changes, which in turn act as a precipitating event in leukaemia progression.
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Affiliation(s)
- Giovanni Amabile
- 1] Harvard Medical School, Boston, Massachusetts 02115, USA [2] Harvard Stem Cell Institute, Harvard University, Cambridge, Massachusetts 02138, USA
| | - Annalisa Di Ruscio
- 1] Harvard Medical School, Boston, Massachusetts 02115, USA [2] Harvard Stem Cell Institute, Harvard University, Cambridge, Massachusetts 02138, USA
| | - Fabian Müller
- Max Plank Institute for Informatics, Saarbrücken 117599, Germany
| | - Robert S Welner
- 1] Harvard Medical School, Boston, Massachusetts 02115, USA [2] Harvard Stem Cell Institute, Harvard University, Cambridge, Massachusetts 02138, USA
| | - Henry Yang
- Cancer Science Institute, National University of Singapore, Singapore 66123, Singapore
| | - Alexander K Ebralidze
- 1] Harvard Medical School, Boston, Massachusetts 02115, USA [2] Harvard Stem Cell Institute, Harvard University, Cambridge, Massachusetts 02138, USA
| | - Hong Zhang
- 1] Harvard Medical School, Boston, Massachusetts 02115, USA [2] Harvard Stem Cell Institute, Harvard University, Cambridge, Massachusetts 02138, USA
| | - Elena Levantini
- 1] Harvard Medical School, Boston, Massachusetts 02115, USA [2] Harvard Stem Cell Institute, Harvard University, Cambridge, Massachusetts 02138, USA [3] Institute of Biomedical Technologies, National Research Council (CNR), Pisa 56124, Italy
| | - Lihua Qi
- Cancer Science Institute, National University of Singapore, Singapore 66123, Singapore
| | - Giovanni Martinelli
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna 40126, Italy
| | | | - Michelle M Le Beau
- Section of Hematology/Oncology and the Comprehensive Cancer Center, University of Chicago, Chicago, Illinois 60637, USA
| | - Maria E Figueroa
- University of Michigan, Department of Pathology, Ann Arbor, Michigan 48109-2200, USA
| | - Christoph Bock
- 1] Max Plank Institute for Informatics, Saarbrücken 117599, Germany [2] CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna 1090, Austria [3] Department of Laboratory Medicine, Medical University of Vienna, Vienna 1090, Austria
| | - Daniel G Tenen
- 1] Harvard Medical School, Boston, Massachusetts 02115, USA [2] Harvard Stem Cell Institute, Harvard University, Cambridge, Massachusetts 02138, USA [3] Cancer Science Institute, National University of Singapore, Singapore 66123, Singapore
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33
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Molecular characterization and testing in acute myeloid leukemia. J Hematop 2015. [DOI: 10.1007/s12308-015-0242-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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Rodriguez-Perales S, Torres-Ruiz R, Suela J, Acquadro F, Martin MC, Yebra E, Ramirez JC, Alvarez S, Cigudosa JC. Truncated RUNX1 protein generated by a novel t(1;21)(p32;q22) chromosomal translocation impairs the proliferation and differentiation of human hematopoietic progenitors. Oncogene 2015; 35:125-34. [DOI: 10.1038/onc.2015.70] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2014] [Revised: 01/21/2015] [Accepted: 02/02/2015] [Indexed: 12/15/2022]
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35
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Prognostic significance of DNMT3A mutations in patients with acute myeloid leukemia. Blood Cells Mol Dis 2015; 54:84-9. [DOI: 10.1016/j.bcmd.2014.07.015] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2014] [Accepted: 07/25/2014] [Indexed: 11/23/2022]
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Wertheim GBW, Smith C, Luskin M, Rager A, Figueroa ME, Carroll M, Master SR. Validation of DNA methylation to predict outcome in acute myeloid leukemia by use of xMELP. Clin Chem 2014; 61:249-58. [PMID: 25348669 DOI: 10.1373/clinchem.2014.229781] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
BACKGROUND Epigenetic dysregulation involving alterations in DNA methylation is a hallmark of various types of cancer, including acute myeloid leukemia (AML). Although specific cancer types and clinical aggressiveness of tumors can be determined by DNA methylation status, the assessment of DNA methylation at multiple loci is not routinely performed in the clinical laboratory. METHODS We recently described a novel microsphere-based assay for multiplex evaluation of DNA methylation. In the current study, we validated and used an improved assay [termed expedited microsphere HpaII small fragment Enrichment by Ligation-mediated PCR (xMELP)] that can be performed with appropriate clinical turnaround time. RESULTS Using the xMELP assay in conjunction with a new 17-locus random forest classifier that has been trained using 344 AML samples, we were able to segregate an independent cohort of 70 primary AML patients into methylation-determined subgroups with significantly distinct mortality risk (P = 0.009). We also evaluated precision, QC parameters, and preanalytic variables of the xMELP assay and determined the sensitivity of the random forest classifier score to failure at 1 or more loci. CONCLUSIONS Our results demonstrate that xMELP performance is suitable for implementation in the clinical laboratory and predicts AML outcome in an independent patient cohort.
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Affiliation(s)
- Gerald B W Wertheim
- Department of Pathology, Children's Hospital of Philadelphia; Department of Pathology and Laboratory Medicine
| | - Catherine Smith
- Department of Pathology, Children's Hospital of Philadelphia
| | | | | | - Maria E Figueroa
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI
| | - Martin Carroll
- Division of Hematology and Oncology, and Abramson Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
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Morenos L, Chatterton Z, Ng JL, Halemba MS, Parkinson-Bates M, Mechinaud F, Elwood N, Saffery R, Wong NC. Hypermethylation and down-regulation of DLEU2 in paediatric acute myeloid leukaemia independent of embedded tumour suppressor miR-15a/16-1. Mol Cancer 2014; 13:123. [PMID: 24885794 PMCID: PMC4050407 DOI: 10.1186/1476-4598-13-123] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2013] [Accepted: 05/15/2014] [Indexed: 12/30/2022] Open
Abstract
Background Acute Myeloid Leukaemia (AML) is a highly heterogeneous disease. Studies in adult AML have identified epigenetic changes, specifically DNA methylation, associated with leukaemia subtype, age of onset and patient survival which highlights this heterogeneity. However, only limited DNA methylation studies have elucidated any associations in paediatric AML. Methods We interrogated DNA methylation on a cohort of paediatric AML FAB subtype M5 patients using the Illumina HumanMethylation450 (HM450) BeadChip, identifying a number of target genes with p <0.01 and Δβ >0.4 between leukaemic and matched remission (n = 20 primary leukaemic, n = 13 matched remission). Amongst those genes identified, we interrogate DLEU2 methylation using locus-specific SEQUENOM MassARRAY® EpiTYPER® and an increased validation cohort (n = 28 primary leukaemic, n = 14 matched remission, n = 17 additional non-leukaemic and cell lines). Following methylation analysis, expression studies were undertaken utilising the same patient samples for singleplex TaqMan gene and miRNA assays and relative expression comparisons. Results We identified differential DNA methylation at the DLEU2 locus, encompassing the tumour suppressor microRNA miR-15a/16-1 cluster. A number of HM450 probes spanning the DLEU2/Alt1 Transcriptional Start Site showed increased levels of methylation in leukaemia (average over all probes >60%) compared to disease-free haematopoietic cells and patient remission samples (<24%) (p < 0.001). Interestingly, DLEU2 mRNA down-regulation in leukaemic patients (p < 0.05) was independent of the embedded mature miR-15a/16-1 expression. To assess prognostic significance of DLEU2 DNA methylation, we stratified paediatric AML patients by their methylation status. A subset of patients recorded methylation values for DLEU2 akin to non-leukaemic specimens, specifically patients with sole trisomy 8 and/or chromosome 11 abnormalities. These patients also showed similar miR-15a/16-1 expression to non-leukaemic samples, and potential improved disease prognosis. Conclusions The DLEU2 locus and embedded miRNA cluster miR-15a/16-1 is commonly deleted in adult cancers and shown to induce leukaemogenesis, however in paediatric AML we found the region to be transcriptionally repressed. In combination, our data highlights the utility of interrogating DNA methylation and microRNA in combination with underlying genetic status to provide novel insights into AML biology.
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Affiliation(s)
- Leah Morenos
- Cancer & Disease Epigenetics, Murdoch Childrens Research Institute, Melbourne, Victoria, Australia.
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38
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Guillaumet-Adkins A, Richter J, Odero MD, Sandoval J, Agirre X, Catala A, Esteller M, Prósper F, Calasanz MJ, Buño I, Kwon M, Court F, Siebert R, Monk D. Hypermethylation of the alternative AWT1 promoter in hematological malignancies is a highly specific marker for acute myeloid leukemias despite high expression levels. J Hematol Oncol 2014; 7:4. [PMID: 24405639 PMCID: PMC3900738 DOI: 10.1186/1756-8722-7-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2013] [Accepted: 12/19/2013] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Wilms tumor 1 (WT1) is over-expressed in numerous cancers with respect to normal cells, and has either a tumor suppressor or oncogenic role depending on cellular context. This gene is associated with numerous alternatively spliced transcripts, which initiate from two different unique first exons within the WT1 and the alternative (A)WT1 promoter intervals. Within the hematological system, WT1 expression is restricted to CD34+/CD38- cells and is undetectable after differentiation. Detectable expression of this gene is an excellent marker for minimal residual disease in acute myeloid leukemia (AML), but the underlying epigenetic alterations are unknown. METHODS To determine the changes in the underlying epigenetic landscape responsible for this expression, we characterized expression, DNA methylation and histone modification profiles in 28 hematological cancer cell lines and confirmed the methylation signature in 356 cytogenetically well-characterized primary hematological malignancies. RESULTS Despite high expression of WT1 and AWT1 transcripts in AML-derived cell lines, we observe robust hypermethylation of the AWT1 promoter and an epigenetic switch from a permissive to repressive chromatin structure between normal cells and AML cell lines. Subsequent methylation analysis in our primary leukemia and lymphoma cohort revealed that the epigenetic signature identified in cell lines is specific to myeloid-lineage malignancies, irrespective of underlying mutational status or translocation. In addition to being a highly specific marker for AML diagnosis (positive predictive value 100%; sensitivity 86.1%; negative predictive value 89.4%), we show that AWT1 hypermethylation also discriminates patients that relapse from those achieving complete remission after hematopoietic stem cell transplantation, with similar efficiency to WT1 expression profiling. CONCLUSIONS We describe a methylation signature of the AWT1 promoter CpG island that is a promising marker for classifying myeloid-derived leukemias. In addition AWT1 hypermethylation is ideally suited to monitor the recurrence of disease during remission in patients undergoing allogeneic stem cell transfer.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | - David Monk
- Imprinting and Cancer group, Cancer Epigenetic and Biology Program, Institut d'Investigació Biomedica de Bellvitge, Hospital Duran i Reynals, Av, Gran Via de L'Hospotalet 199-203, 08907 L'Hospitalet de Llobregat, Barcelona, Spain.
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Fu HY, Wu DS, Zhou HR, Shen JZ. CpG island methylator phenotype and its relationship with prognosis in adult acute leukemia patients. ACTA ACUST UNITED AC 2013; 19:329-37. [PMID: 24164743 DOI: 10.1179/1607845413y.0000000137] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
OBJECTIVE To investigated the relationship between CpG island methylator phenotype (CIMP) and prognosis in adults with acute leukemia. METHODS Bone marrow samples from 53 acute myeloid leukemia and 50 acute lymphoblastic leukemia patients were collected. The methylation status of 18 tumor suppressor genes was determined using methylation-specific polymerase chain reaction. RESULTS Greater than 30% of acute leukemia patients had methylated p15, p16, CDH1, CDH13, RUNX3, sFRP1, ID4, and DLC-1 genes; methylation of ≥4 were defined as CIMP positive. Age, type of leukemia, white blood cell count, and CIMP status were significantly associated with recurrence-free survival (RFS) and overall survival (OS) (P < 0.05). CIMP status was an independent prognostic factor for OS (hazard ratio: 2.07, 95% confidence interval: 1.03-4.15, P = 0.040). CIMP-negative patients had significantly improved RFS and OS (P < 0.05). p16 and DLC1 methylation was significantly associated with RFS and OS (P < 0.05). CONCLUSIONS CIMP may serve as an independent risk factor for evaluating the prognosis of patients with acute leukemia.
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40
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Origins of aberrant DNA methylation in acute myeloid leukemia. Leukemia 2013; 28:1-14. [DOI: 10.1038/leu.2013.242] [Citation(s) in RCA: 87] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2013] [Revised: 08/06/2013] [Accepted: 08/09/2013] [Indexed: 01/02/2023]
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41
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Vajen B, Thomay K, Schlegelberger B. Induction of Chromosomal Instability via Telomere Dysfunction and Epigenetic Alterations in Myeloid Neoplasia. Cancers (Basel) 2013; 5:857-74. [PMID: 24202323 PMCID: PMC3795368 DOI: 10.3390/cancers5030857] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2013] [Revised: 06/17/2013] [Accepted: 06/25/2013] [Indexed: 12/19/2022] Open
Abstract
Chromosomal instability (CIN) is a characteristic feature of cancer. In this review, we concentrate on mechanisms leading to CIN in myeloid neoplasia, i.e., myelodysplastic syndrome (MDS) or acute myeloid leukemia (AML). The pathogenesis of myeloid neoplasia is complex and involves genetic and epigenetic alterations. Chromosome aberrations define specific subgroups and guide clinical decisions. Genomic instability may play an essential role in leukemogenesis by promoting the accumulation of genetic lesions responsible for clonal evolution. Indeed, disease progression is often driven by clonal evolution into complex karyotypes. Earlier studies have shown an association between telomere shortening and advanced MDS and underlined the important role of dysfunctional telomeres in the development of genetic instability and cancer. Several studies link chromosome rearrangements and aberrant DNA and histone methylation. Genes implicated in epigenetic control, like DNMT3A, ASXL1, EZH2 and TET2, have been discovered to be mutated in MDS. Moreover, gene-specific hypermethylation correlates highly significantly with the risk score according to the International Prognostic Scoring System. In AML, methylation profiling also revealed clustering dependent on the genetic status. Clearly, genetic instability and clonal evolution are driving forces for leukemic transformation. Understanding the mechanisms inducing CIN will be important for prevention and for novel approaches towards therapeutic interventions.
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Affiliation(s)
- Beate Vajen
- Institute of Cell and Molecular Pathology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625 Hannover, Germany.
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42
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Milagro F, Mansego M, De Miguel C, Martínez J. Dietary factors, epigenetic modifications and obesity outcomes: Progresses and perspectives. Mol Aspects Med 2013; 34:782-812. [DOI: 10.1016/j.mam.2012.06.010] [Citation(s) in RCA: 209] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2012] [Accepted: 06/27/2012] [Indexed: 12/31/2022]
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43
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Figueroa ME, Chen SC, Andersson AK, Phillips LA, Li Y, Sotzen J, Kundu M, Downing JR, Melnick A, Mullighan CG. Integrated genetic and epigenetic analysis of childhood acute lymphoblastic leukemia. J Clin Invest 2013; 123:3099-111. [PMID: 23921123 DOI: 10.1172/jci66203] [Citation(s) in RCA: 97] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2012] [Accepted: 04/23/2013] [Indexed: 01/23/2023] Open
Abstract
Acute lymphoblastic leukemia (ALL) is the commonest childhood malignancy and is characterized by recurring structural genetic alterations. Previous studies of DNA methylation suggest epigenetic alterations may also be important, but an integrated genome-wide analysis of genetic and epigenetic alterations in ALL has not been performed. We analyzed 137 B-lineage and 30 T-lineage childhood ALL cases using microarray analysis of DNA copy number alterations and gene expression, and genome-wide cytosine methylation profiling using the HpaII tiny fragment enrichment by ligation-mediated PCR (HELP) assay. We found that the different genetic subtypes of ALL are characterized by distinct DNA methylation signatures that exhibit significant correlation with gene expression profiles. We also identified an epigenetic signature common to all cases, with correlation to gene expression in 65% of these genes, suggesting that a core set of epigenetically deregulated genes is central to the initiation or maintenance of lymphoid transformation. Finally, we identified aberrant methylation in multiple genes also targeted by recurring DNA copy number alterations in ALL, suggesting that these genes are inactivated far more frequently than suggested by structural genomic analyses alone. Together, these results demonstrate subtype- and disease-specific alterations in cytosine methylation in ALL that influence transcriptional activity, and are likely to exert a key role in leukemogenesis.
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Affiliation(s)
- Maria E Figueroa
- Department of Pathology, University of Michigan, Ann Arbor, Michigan, USA
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44
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Pérez C, Pascual M, Martín-Subero JI, Bellosillo B, Segura V, Delabesse E, Álvarez S, Larrayoz MJ, Rifón J, Cigudosa JC, Besses C, Calasanz MJ, Cross NCP, Prósper F, Agirre X. Aberrant DNA methylation profile of chronic and transformed classic Philadelphia-negative myeloproliferative neoplasms. Haematologica 2013; 98:1414-20. [PMID: 23716560 DOI: 10.3324/haematol.2013.084160] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
Most DNA methylation studies in classic Philadelphia-negative myeloproliferative neoplasms have been performed on a gene-by-gene basis. Therefore, a more comprehensive methylation profiling is needed to study the implications of this epigenetic marker in myeloproliferative neoplasms. Here, we have analyzed 71 chronic (24 polycythemia vera, 23 essential thrombocythemia and 24 primary myelofibrosis) and 13 transformed myeloproliferative neoplasms using genome-wide DNA methylation arrays. The three types of chronic Philadelphia-negative myeloproliferative neoplasms showed a similar aberrant DNA methylation pattern when compared to control samples. Differentially methylated regions were enriched in a gene network centered on the NF-κB pathway, indicating that they may be involved in the pathogenesis of these diseases. In the case of transformed myeloproliferative neoplasms, we detected an increased number of differentially methylated regions with respect to chronic myeloproliferative neoplasms. Interestingly, these genes were enriched in a list of differentially methylated regions in primary acute myeloid leukemia and in a gene network centered around the IFN pathway. Our results suggest that alterations in the DNA methylation landscape play an important role in the pathogenesis and leukemic transformation of myeloproliferative neoplasms. The therapeutic modulation of epigenetically-deregulated pathways may allow us to design targeted therapies for these patients.
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Affiliation(s)
- Cristina Pérez
- Laboratory of Myeloproliferative Syndromes, Oncology Area, Foundation for Applied Medical Research, University of Navarra, Pamplona, Spain
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Wertheim GBW, Hexner E, Bagg A. Molecular-based classification of acute myeloid leukemia and its role in directing rational therapy: personalized medicine for profoundly promiscuous proliferations. Mol Diagn Ther 2013. [PMID: 23184342 DOI: 10.1007/s40291-012-0009-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Acute myeloid leukemia (AML) is not a single pathologic entity but represents a heterogeneous group of malignancies. This heterogeneity is exemplified by the variable clinical outcomes that are observed in patients with AML, and it is largely the result of diverse mutations within the leukemic cells. These mutations range from relatively large genetic alterations, such as gains, losses, and translocations of chromosomes, to single nucleotide changes. Detection of many of these mutations is required for accurate diagnosis, prognosis, and treatment of patients with AML. As such, many testing modalities have been developed and are currently employed in clinical laboratories to ascertain mutational status at prognostically and therapeutically critical loci. The assays include those that specifically identify large chromosomal alterations, such as conventional metaphase analysis and fluorescence in situ hybridization, and methods that are geared more toward analysis of small mutations, such as PCR with allele-specific oligonucleotide primers. Furthermore, newer tests, including array analysis and next-generation sequencing, which can simultaneously probe numerous molecular aberrancies within tumor cells, are likely to become commonplace in AML diagnostics. Each testing method clearly has advantages and disadvantages, an understanding of which should influence the choice of test in various clinical circumstances. To aid such understanding, this review discusses both genetic mutations in AML and the clinical tests-including their pros and cons-that may be used to probe these abnormalities. Additionally, we highlight the significance of genetic testing by describing cases in which results of genetic testing significantly influence clinical management of patients with AML.
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Affiliation(s)
- Gerald B W Wertheim
- Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
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Huang X, Ma D, Dong W, Li P, Lu T, He N, Tian T, Liu N, DU Y, Ji C. Gene expression profiling of the DNMT3A R882 mutation in acute leukemia. Oncol Lett 2013; 6:268-274. [PMID: 23946816 PMCID: PMC3742503 DOI: 10.3892/ol.2013.1347] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2012] [Accepted: 04/30/2013] [Indexed: 11/06/2022] Open
Abstract
DNA methyltransferase 3A (DNMT3A) is one of two human de novo DNA methyltransferases essential for the regulation of gene expression. DNMT3A mutations and deletions have been previously observed in acute myeloid leukemia (AML), myelodysplastic sydromes and myeloproliferative neoplasms. However, the involvement of DNMT3A in acute lymphoblastic leukemia (ALL) has rarely been reported. In the present study, PCR and direct sequencing was performed to analyze mutations of DNMT3A amino acid residue 882 in 99 acute leukemia patients, including 57 AML patients, 41 ALL patients and a single biphenotypic acute leukemia (BAL) patient. DNMT3A expression was detected in mono-nuclear cells of the bone marrow in these patients and in normal individuals using real-time quantitative polymerase chain reaction, and 17.5% (10/57) of AML patients were found to exhibit DNMT3A mutations. Four missense mutations were observed in the DNMT3A-mutated AML patients, including R882 mutations and a novel single nucleotide polymorphism resulting in the M880V amino acid substitution. However, the ALL and BAL patients were not found to exhibit DNMT3A mutations. The DNMT3A expression levels in the AML patients were significantly higher compared with those of the ALL patients or normal controls. The reduced expression levels of DNMT3A were associated with a significantly lower complete remission rate in the AML patients. However, in the ALL patients, no statistical significance was identified. The results of the present study indicate that DNMT3A may play varying roles in the regulation of DNA methylation in AML and ALL.
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Affiliation(s)
- Xiangnan Huang
- Department of Hematology, Qilu Hospital of Shandong University, Jinan, Shandong 250012, P.R. China
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Abstract
The efficacy of therapeutic modalities in chronic myeloid leukemia (CML) depends on both genetic and epigenetic mechanisms. This review focuses on epigenetic mechanisms involved in the pathogenesis of CML and in resistance of tumor cells to tyrosine kinase inhibitors leading to the leukemic clone escape and propagation. Regulatory events at the levels of gene regulation by transcription factors and microRNAs are discussed in the context of CML pathogenesis and therapeutic modalities.
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MESH Headings
- Antineoplastic Agents/pharmacology
- Antineoplastic Agents/therapeutic use
- DNA Methylation
- Drug Resistance, Neoplasm
- Epigenomics
- Fusion Proteins, bcr-abl/antagonists & inhibitors
- Fusion Proteins, bcr-abl/genetics
- Fusion Proteins, bcr-abl/therapeutic use
- Gene Expression Regulation, Leukemic/drug effects
- Humans
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/pathology
- MicroRNAs/physiology
- Protein Kinase Inhibitors/pharmacology
- Protein Kinase Inhibitors/therapeutic use
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Affiliation(s)
| | - Jitka Koblihova
- Institute of Hematology and Blood Transfusion, U Nemocnice 1, Prague 2, 128 20 Czech Republic
| | - Tomas Stopka
- Institute of Pathophysiology, First Faculty of Medicine, Charles University in Prague, U Nemocnice 5, Prague 2, 128 53 Czech Republic
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48
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Lin YC, Chen PC. Persistent rotating shift work exposure is a tough second hit contributing to abnormal liver function among on-site workers having sonographic fatty liver. Genes Immun 2012; 13:214-20. [PMID: 23239752 DOI: 10.1038/gene.2011.74] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
To investigate the relationship between elevated serum alanine-transaminase (e-ALT) and persistent rotating shift work (p-RSW) among employees with sonographic fatty liver (SFL), the authors performed a retrospective analysis on a cohort of electronics manufacturing workers. The records of 758 workers (507 men, 251 women) with initially normal ALT and a mean age of 32.9 years were analyzed. A total of 109 workers (14.4%) developed e-ALT after 5 years. Compared with those having neither initial SFL nor p-RSW exposure, multivariate analysis indicated that employees who had initial SFL but without p-RSW finally had a higher risk (odds ratio = 2.9; 95% confidence interval [CI] = 1.7-5.1) for developing e-ALT; workers with baseline SFL plus p-RSW had a 3.7-fold increased risk (95% CI = 1.8-7.5). SFL poses a conspicuous risk for the development of e-ALT, and persistent p-RSW exposure significantly aggravates the development of e-ALT among on-site workers with preexisting SFL.
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Affiliation(s)
- Yu-Cheng Lin
- Fu-Jen Catholic University, New Taipei City, Taiwan En Chu Kong Hospital, New Taipei City, Taiwan National Taiwan University, Taipei, Taiwan
| | - Pau-Chung Chen
- National Taiwan University, Taipei, Taiwan National Taiwan University Hospital, Taipei, Taiwan
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49
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Fujiki A, Imamura T, Sakamoto K, Kawashima S, Yoshida H, Hirashima Y, Miyachi M, Yagyu S, Nakatani T, Sugita K, Hosoi H. All-trans retinoic acid combined with 5-Aza-2′-deoxycitidine induces C/EBPα expression and growth inhibition in MLL-AF9-positive leukemic cells. Biochem Biophys Res Commun 2012; 428:216-23. [DOI: 10.1016/j.bbrc.2012.09.131] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2012] [Accepted: 09/27/2012] [Indexed: 12/22/2022]
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50
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Hájková H, Marková J, Haškovec C, Šárová I, Fuchs O, Kostečka A, Cetkovský P, Michalová K, Schwarz J. Decreased DNA methylation in acute myeloid leukemia patients with DNMT3A mutations and prognostic implications of DNA methylation. Leuk Res 2012; 36:1128-33. [DOI: 10.1016/j.leukres.2012.05.012] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2012] [Revised: 05/16/2012] [Accepted: 05/21/2012] [Indexed: 11/16/2022]
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