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Humphries S, Burnard SM, Eggins CD, Keely S, Bond DR, Lee HJ. Hypoxia impairs decitabine-induced expression of HLA-DR in acute myeloid leukaemia cell lines. Clin Epigenetics 2025; 17:8. [PMID: 39825372 PMCID: PMC11748578 DOI: 10.1186/s13148-025-01812-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Accepted: 01/02/2025] [Indexed: 01/20/2025] Open
Abstract
BACKGROUND Hypomethylating agents (HMA), such as azacytidine (AZA) and decitabine (DAC), are epigenetic therapies used to treat some patients with acute myeloid leukaemia (AML) and myelodysplastic syndrome. HMAs act in a replication-dependent manner to remove DNA methylation from the genome. However, AML cells targeted by HMA therapy are often quiescent within the bone marrow, where oxygen levels are low. In this study, we investigate the effects of hypoxia on HMA responses in AML cells. RESULTS AML cell lines (MOLM-13, MV-4-11, HL-60) were treated with DAC (100 nM) or AZA (500-2000 nM) in normoxic (21% O2) and hypoxic (1% O2) conditions. Hypoxia significantly reduced AML cell growth across all cell lines, with no additional effects observed upon HMA treatment. Hypoxia had no impact on the extent of DNA hypomethylation induced by DAC treatment, but limited AZA-induced loss of methylation from the genome. Transcriptional responses to HMA treatment were also altered, with HMAs failing to up-regulate antigen presentation pathways in hypoxia. In particular, cell surface expression of the MHC class II receptor, HLA-DR, was increased by DAC treatment in normoxia, but not hypoxia. CONCLUSION Our results suggest that HMA-induced antigen presentation may be impaired by hypoxia. This study highlights the need to consider microenvironmental factors when designing co-treatment strategies to improve HMA therapeutic efficacy.
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Affiliation(s)
- Sam Humphries
- School of Biomedical Sciences and Pharmacy, The University of Newcastle, Callaghan, NSW, 2308, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
| | - Sean M Burnard
- School of Biomedical Sciences and Pharmacy, The University of Newcastle, Callaghan, NSW, 2308, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
| | - Courtney D Eggins
- School of Biomedical Sciences and Pharmacy, The University of Newcastle, Callaghan, NSW, 2308, Australia
| | - Simon Keely
- School of Biomedical Sciences and Pharmacy, The University of Newcastle, Callaghan, NSW, 2308, Australia
- Immune Health Research Program, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
| | - Danielle R Bond
- School of Biomedical Sciences and Pharmacy, The University of Newcastle, Callaghan, NSW, 2308, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
| | - Heather J Lee
- School of Biomedical Sciences and Pharmacy, The University of Newcastle, Callaghan, NSW, 2308, Australia.
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia.
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2
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Iyama S, Chi S, Idogawa M, Ikezoe T, Fukushima K, Utsu Y, Kanda J, Yoshimoto G, Kobayashi T, Hosono N, Yamauchi T, Kondo T, Nakamura Y, Kojima K, Yoshida C, Gotoh A, Yamamoto K, Kuroda J, Ishitsuka K, Sakaida E, Horiguchi H, Takada K, Ohnishi H, Kobune M, Minami Y. Prognostic impact of TET2 mutations in patients with acute myeloid leukemia: HM-SCREEN-Japan 01 and 02 study. Ann Hematol 2025; 104:275-284. [PMID: 39921715 PMCID: PMC11868205 DOI: 10.1007/s00277-025-06227-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Accepted: 01/24/2025] [Indexed: 02/10/2025]
Abstract
Ten-eleven translocation-2 (TET2) gene mutations are observed in 12-20% of adult patients with acute myeloid leukemia (AML). The prognostic impact of TET2 mutations in patients with AML and myelodysplastic syndromes has been reported in several studies; however, their results remain controversial. Therefore, we aimed to analyze the prevalence and significance of TET2 mutations in patients with AML. Data were obtained from 331 patients with AML according to the Hematologic Malignancies-SCREEN-Japan 01 and 02 studies, which were prospective multicenter genomic profiling analyses. We found a distinct type of TET2 mutations, with a particularly detrimental prognosis in the patients. Thirty-five patients with TET2 'significant' mutations were identified (26 with frameshift mutations and nine with nonsense mutations). The proportion of patients with TET2 mutations was 31.7% (10.6% and 21.1% in the TET2 significant and non-significant mutation groups). The TET2 significant mutation group had a shorter OS than the TET2 non-significant mutation or wild-type TET2 group (median: 15.9 vs. 35.0 vs. 25.9 months). Regarding the response to chemotherapy according to TET2 status, the complete response (CR) or CR with incomplete count recovery rate was 37.1% in the TET2 significant mutation group and 46.6% in the non-significant mutation or wild-type group. Allogeneic hematopoietic stem cell transplantation (allo-HSCT) improved patient prognosis in the TET2 non-significant mutation or wild-type TET2 group; however, allo-HSCT did not affect prognosis in the TET2 significant mutation group. This study indicates that certain TET2 mutations in patients with AML may have detrimental effects.
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Affiliation(s)
- Satoshi Iyama
- Department of Hematology, Sapporo Medical University School of Medicine, South-1, West-16, Chuo- ku, Sapporo, 060-8543, Hokkaido, Japan.
| | - SungGi Chi
- Department of Hematology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Masashi Idogawa
- Department of Medical Genome Sciences, Cancer Research Institute, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Takayuki Ikezoe
- Department of Hematology, Fukushima Medical University, Fukushima, Japan
| | - Kentaro Fukushima
- Department of Hematology and Oncology, Osaka University, Suita, Japan
| | - Yoshikazu Utsu
- Department of Hematology and Oncology, Japanese Red Cross Narita Hospital, Narita, Japan
| | - Junya Kanda
- Department of Hematology, Kyoto University, Kyoto, Japan
| | - Goichi Yoshimoto
- Department of Hematology, Saga Prefectural Kouseikan Hospital, Saga, Japan
| | - Takahiro Kobayashi
- Department of Hematology, Nephrology, and Rheumatology, Akita University Graduate School of Medicine, Akita, Japan
| | - Naoko Hosono
- Department of Hematology and Oncology, University of Fukui Hospital, Fukui, Japan
| | - Takahiro Yamauchi
- Department of Hematology and Oncology, University of Fukui Hospital, Fukui, Japan
| | - Takeshi Kondo
- Blood Disorders Center, Aiiku Hospital, Sapporo, Japan
| | - Yukinori Nakamura
- Third Department of Internal Medicine, Yamaguchi University Hospital, Ube, Japan
| | - Kensuke Kojima
- Department of Hematology, Kochi Medical School Hospital, Nankoku, Japan
| | - Chikashi Yoshida
- Department of Hematology, NHO Mito Medical Center, Ibaraki, Japan
| | - Akihiko Gotoh
- Department of Hematology, Tokyo Medical University Hospital, Tokyo, Japan
| | - Kazuhito Yamamoto
- Department Hematology and Cell Therapy, Aichi Cancer Center, Nagoya, Japan
| | - Junya Kuroda
- Division of Hematology and Oncology, Department of Medicine, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Kenji Ishitsuka
- Department of Hematology and Rheumatology, Kagoshima University, Kagoshima, Japan
| | - Emiko Sakaida
- Department of Hematology, Chiba University Hospital, Chiba, Japan
| | - Hiroto Horiguchi
- Department of Hematology, Sapporo Medical University School of Medicine, South-1, West-16, Chuo- ku, Sapporo, 060-8543, Hokkaido, Japan
| | - Kohichi Takada
- Department of Medical Oncology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Hirofumi Ohnishi
- Department of Public Health, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Masayoshi Kobune
- Department of Hematology, Sapporo Medical University School of Medicine, South-1, West-16, Chuo- ku, Sapporo, 060-8543, Hokkaido, Japan
| | - Yosuke Minami
- Department of Hematology, National Cancer Center Hospital East, Kashiwa, Japan
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3
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Gao Q, Shen K, Xiao M. TET2 mutation in acute myeloid leukemia: biology, clinical significance, and therapeutic insights. Clin Epigenetics 2024; 16:155. [PMID: 39521964 PMCID: PMC11550532 DOI: 10.1186/s13148-024-01771-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2024] [Accepted: 10/31/2024] [Indexed: 11/16/2024] Open
Abstract
TET2 is a critical gene that regulates DNA methylation, encoding a dioxygenase protein that plays a vital role in the regulation of genomic methylation and other epigenetic modifications, as well as in hematopoiesis. Mutations in TET2 are present in 7%-28% of adult acute myeloid leukemia (AML) patients. Despite this, the precise mechanisms by which TET2 mutations contribute to malignant transformation and how these insights can be leveraged to enhance treatment strategies for AML patients with TET2 mutations remain unclear. In this review, we provide an overview of the functions of TET2, the effects of its mutations, its role in clonal hematopoiesis, and the possible mechanisms of leukemogenesis. Additionally, we explore the mutational landscape across different AML subtypes and present recent promising preclinical research findings.
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Affiliation(s)
- Qiang Gao
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
- Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China
| | - Kefeng Shen
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.
- Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China.
| | - Min Xiao
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China.
- Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, 430030, Hubei, China.
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4
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Yao S, Guo R, Tian W, Zheng Y, Hu J, Han G, Yin R, Zhou F, Zhang H. Epigenetic modifications in hematopoietic ecosystem: a key tuner from homeostasis to acute myeloid leukemia. BLOOD SCIENCE 2024; 6:e00206. [PMID: 39281854 PMCID: PMC11398801 DOI: 10.1097/bs9.0000000000000206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2024] [Accepted: 08/20/2024] [Indexed: 09/18/2024] Open
Abstract
Hematopoietic stem cells (HSCs) maintain homeostasis in the hematopoietic ecosystem, which is tightly regulated at multiple layers. Acute myeloid leukemia (AML) is a severe hematologic malignancy driven by genetic and epigenetic changes that lead to the transformation of leukemia stem cells (LSCs). Since somatic mutations in DNA methylation-related genes frequently occur in AML, DNA methylation is widely altered and functions as a starting engine for initiating AML. Additionally, RNA modifications, especially N6-methyladenosine (m6A), also play an important role in the generation and maintenance of the hematopoietic ecosystem, and AML development requires reprogramming of m6A modifications to facilitate cells with hallmarks of cancer. Given the complex pathogenesis and poor prognosis of AML, it is important to fully understand its pathogenesis. Here, we mainly focus on DNA methylation and RNA m6A modification in hematopoiesis and AML and summarize recent advances in this field.
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Affiliation(s)
- Shuxin Yao
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China
- Department of Hematology, Zhongnan Hospital, Medical Research Institute, Wuhan University, Wuhan, China
- Frontier Science Center for Immunology and Metabolism, Medical Research Institute, Wuhan University, Wuhan, China
| | - Rongxia Guo
- Department of Laboratory Medicine, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Wen Tian
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China
- Department of Hematology, Zhongnan Hospital, Medical Research Institute, Wuhan University, Wuhan, China
- Frontier Science Center for Immunology and Metabolism, Medical Research Institute, Wuhan University, Wuhan, China
| | - Yanbing Zheng
- Frontier Science Center for Immunology and Metabolism, Medical Research Institute, Wuhan University, Wuhan, China
| | - Jin Hu
- Frontier Science Center for Immunology and Metabolism, Medical Research Institute, Wuhan University, Wuhan, China
| | - Guoqiang Han
- Department of Hematology, Zhongnan Hospital, Medical Research Institute, Wuhan University, Wuhan, China
- Frontier Science Center for Immunology and Metabolism, Medical Research Institute, Wuhan University, Wuhan, China
| | - Rong Yin
- Department of Hematology, Zhongnan Hospital, Medical Research Institute, Wuhan University, Wuhan, China
- Frontier Science Center for Immunology and Metabolism, Medical Research Institute, Wuhan University, Wuhan, China
| | - Fuling Zhou
- Department of Hematology, Zhongnan Hospital, Medical Research Institute, Wuhan University, Wuhan, China
| | - Haojian Zhang
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan, China
- Department of Hematology, Zhongnan Hospital, Medical Research Institute, Wuhan University, Wuhan, China
- Frontier Science Center for Immunology and Metabolism, Medical Research Institute, Wuhan University, Wuhan, China
- Taikang Center for Life and Medical Sciences, Wuhan University, Wuhan, China
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5
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Wang M, Chen P, Li D, Zhao M. Prognostic impact of DTA mutation and co-occurring mutations in patients with myelodysplastic syndrome. Mol Biol Rep 2024; 51:985. [PMID: 39278886 DOI: 10.1007/s11033-024-09922-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Accepted: 09/06/2024] [Indexed: 09/18/2024]
Abstract
OBJECTIVE To evaluate the frequency and prognostic significance of DTA (DNMT3A、TET2、ASXL1) gene mutation and co-occurring mutations in patients with myelodysplastic syndrome (MDS). METHODS The clinical data of 102 newly diagnosed MDS patients who accepted Next Generation Sequencing (NGS) was retrospectively analyzed. According to whether the patients had DTA gene mutation, the patients were divided into DTA mutated (DTA-mut) group and wild type (DTA-wt) group, and the relationship between gene mutation and clinical characteristics and prognosis was analyzed. RESULTS Among the 102 MDS patients, 96% (98/102) presented with mutation, while the mean number of mutations was 3.04 mutations/patient. DTA-mut was detected in 56.9% (58/102) patients. The most frequent co-mutated genes in DTA-mut group were SF3B1 (25.8%), RUNX1 (24.1%), U2AF1 (18.9%), SRSF2, EZH2, SETBP1 (17.2%), STAG2 (15.5%), IDH2 (12.1%) and BCOR, CBL (10.3%). The two groups showed no significant differences in ages, blood parameters, bone marrow blasts, WHO 2022 classification, IPSS-R risk category and rate of conversion to leukemia. Compared with the DTA-wt group, the mutation frequency of RUNX1 was higher (P = 0.02), while mutation frequency of TP53 was lower (P = 0.001) and the mutation frequency of ≥ 3 co-mutated genes was higher in DTA-mut group (P = 0.00). Survival analysis showed that the overall survivals (OS) of DTA-mut patients was significantly inferior to that of DTA-wt patients (P = 0.0332). According to IPSS-R classification, a statistically significant difference in OS was only observed in higher risk (IPSS-R > 3.5) group (P = 0.0058). In the context of DTA mutation, the OS of patients with RUNX1 mutation was shorter than that of patients without RUNX1 mutation significantly (P = 0.0074). The OS of patients with SF3B1 mutation was longer than that of patients without SF3B1 mutation, but there was no statistical difference (P = 0.0827). DTA mutations were not independent prognostic factors when DTA and co-mutated genes with frequency > 10% were considered in Cox regression model (P = 0.329). However, multivariate analysis confirmed an independently adverse prognosis of RUNX1 co-mutation (P = 0.042, HR = 2.426, 95% CI:1.031-5.711) in DTA-mut cohort. Moreover, our multivariable analysis suggests that SRSF2-mut was an independent poor prognostic factor for all MDS patients (P = 0.047), but lost significance (P = 0.103) for DTA-mut patients. CONCLUSIONS DTA mutations are frequently observed in patients with MDS, often accompanied by genes involved in RNA splicing and transcription factors like SF3B1 and RUNX1. DTA and concomitant mutations affect prognosis in MDS patients and RUNX1 was identified as an independent poor prognostic factor in patients with DTA mutations.
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Affiliation(s)
- Min Wang
- The First Central Clinical College of Tianjin Medical University, Tianjin, China
- Department of Hematology, Central Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Ping Chen
- Department of Hematology, Central Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Daqi Li
- Department of Hematology, Central Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Mingfeng Zhao
- Department of Hematology, Tianjin First Central Hospital, Tianjin, China.
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6
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Tecik M, Adan A. Emerging DNA Methylome Targets in FLT3-ITD-Positive Acute Myeloid Leukemia: Combination Therapy with Clinically Approved FLT3 Inhibitors. Curr Treat Options Oncol 2024; 25:719-751. [PMID: 38696033 PMCID: PMC11222205 DOI: 10.1007/s11864-024-01202-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/01/2024] [Indexed: 07/04/2024]
Abstract
OPINION STATEMENT The internal tandem duplication (ITD) mutation of the FMS-like receptor tyrosine kinase 3 (FLT3-ITD) is the most common mutation observed in approximately 30% of acute myeloid leukemia (AML) patients. It represents poor prognosis due to continuous activation of downstream growth-promoting signaling pathways such as STAT5 and PI3K/AKT. Hence, FLT3 is considered an attractive druggable target; selective small FLT3 inhibitors (FLT3Is), such as midostaurin and quizartinib, have been clinically approved. However, patients possess generally poor remission rates and acquired resistance when FLT3I used alone. Various factors in patients could cause these adverse effects including altered epigenetic regulation, causing mainly abnormal gene expression patterns. Epigenetic modifications are required for hematopoietic stem cell (HSC) self-renewal and differentiation; however, critical driver mutations have been identified in genes controlling DNA methylation (such as DNMT3A, TET2, IDH1/2). These regulators cause leukemia pathogenesis and affect disease diagnosis and prognosis when they co-occur with FLT3-ITD mutation. Therefore, understanding the role of different epigenetic alterations in FLT3-ITD AML pathogenesis and how they modulate FLT3I's activity is important to rationalize combinational treatment approaches including FLT3Is and modulators of methylation regulators or pathways. Data from ongoing pre-clinical and clinical studies will further precisely define the potential use of epigenetic therapy together with FLT3Is especially after characterized patients' mutational status in terms of FLT3 and DNA methlome regulators.
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Affiliation(s)
- Melisa Tecik
- Bioengineering Program, Graduate School of Engineering and Science, Abdullah Gul University, Kayseri, Turkey
| | - Aysun Adan
- Department of Molecular Biology and Genetics, Faculty of Life and Natural Sciences, Abdullah Gul University, Kayseri, Turkey.
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7
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Cao X, Huber S, Ahari AJ, Traube FR, Seifert M, Oakes CC, Secheyko P, Vilov S, Scheller IF, Wagner N, Yépez VA, Blombery P, Haferlach T, Heinig M, Wachutka L, Hutter S, Gagneur J. Analysis of 3760 hematologic malignancies reveals rare transcriptomic aberrations of driver genes. Genome Med 2024; 16:70. [PMID: 38769532 PMCID: PMC11103968 DOI: 10.1186/s13073-024-01331-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 04/04/2024] [Indexed: 05/22/2024] Open
Abstract
BACKGROUND Rare oncogenic driver events, particularly affecting the expression or splicing of driver genes, are suspected to substantially contribute to the large heterogeneity of hematologic malignancies. However, their identification remains challenging. METHODS To address this issue, we generated the largest dataset to date of matched whole genome sequencing and total RNA sequencing of hematologic malignancies from 3760 patients spanning 24 disease entities. Taking advantage of our dataset size, we focused on discovering rare regulatory aberrations. Therefore, we called expression and splicing outliers using an extension of the workflow DROP (Detection of RNA Outliers Pipeline) and AbSplice, a variant effect predictor that identifies genetic variants causing aberrant splicing. We next trained a machine learning model integrating these results to prioritize new candidate disease-specific driver genes. RESULTS We found a median of seven expression outlier genes, two splicing outlier genes, and two rare splice-affecting variants per sample. Each category showed significant enrichment for already well-characterized driver genes, with odds ratios exceeding three among genes called in more than five samples. On held-out data, our integrative modeling significantly outperformed modeling based solely on genomic data and revealed promising novel candidate driver genes. Remarkably, we found a truncated form of the low density lipoprotein receptor LRP1B transcript to be aberrantly overexpressed in about half of hairy cell leukemia variant (HCL-V) samples and, to a lesser extent, in closely related B-cell neoplasms. This observation, which was confirmed in an independent cohort, suggests LRP1B as a novel marker for a HCL-V subclass and a yet unreported functional role of LRP1B within these rare entities. CONCLUSIONS Altogether, our census of expression and splicing outliers for 24 hematologic malignancy entities and the companion computational workflow constitute unique resources to deepen our understanding of rare oncogenic events in hematologic cancers.
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Affiliation(s)
- Xueqi Cao
- School of Computation, Information and Technology, Technical University of Munich, Garching, Germany
- Graduate School of Quantitative Biosciences (QBM), Munich, Germany
| | - Sandra Huber
- Munich Leukemia Laboratory (MLL), Munich, Germany
| | - Ata Jadid Ahari
- School of Computation, Information and Technology, Technical University of Munich, Garching, Germany
| | - Franziska R Traube
- School of Computation, Information and Technology, Technical University of Munich, Garching, Germany
- Institute of Biochemistry and Technical Biochemistry, University of Stuttgart, Stuttgart, Germany
| | - Marc Seifert
- Department of Haematology, Oncology and Clinical Immunology, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Christopher C Oakes
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Polina Secheyko
- School of Computation, Information and Technology, Technical University of Munich, Garching, Germany
- Faculty of Biology, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Sergey Vilov
- Computational Health Center, Helmholtz Center Munich, Neuherberg, Germany
| | - Ines F Scheller
- School of Computation, Information and Technology, Technical University of Munich, Garching, Germany
- Computational Health Center, Helmholtz Center Munich, Neuherberg, Germany
| | - Nils Wagner
- School of Computation, Information and Technology, Technical University of Munich, Garching, Germany
- Helmholtz Association - Munich School for Data Science (MUDS), Munich, Germany
| | - Vicente A Yépez
- School of Computation, Information and Technology, Technical University of Munich, Garching, Germany
| | - Piers Blombery
- Peter MacCallum Cancer Centre, Melbourne, Australia
- University of Melbourne, Melbourne, Australia
- Torsten Haferlach Leukämiediagnostik Stiftung, Munich, Germany
| | | | - Matthias Heinig
- School of Computation, Information and Technology, Technical University of Munich, Garching, Germany
- Computational Health Center, Helmholtz Center Munich, Neuherberg, Germany
| | - Leonhard Wachutka
- School of Computation, Information and Technology, Technical University of Munich, Garching, Germany.
| | | | - Julien Gagneur
- School of Computation, Information and Technology, Technical University of Munich, Garching, Germany.
- Graduate School of Quantitative Biosciences (QBM), Munich, Germany.
- Computational Health Center, Helmholtz Center Munich, Neuherberg, Germany.
- Institute of Human Genetics, School of Medicine and Health, Technical University of Munich, Munich, Germany.
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8
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Patel SA, Gerber WK, Zheng R, Khanna S, Hutchinson L, Abel GA, Cerny J, DaSilva BA, Zhang TY, Ramanathan M, Khedr S, Selove W, Woda B, Miron PM, Higgins AW, Gerber JM. Natural history of clonal haematopoiesis seen in real-world haematology settings. Br J Haematol 2024; 204:1844-1855. [PMID: 38522849 PMCID: PMC11232927 DOI: 10.1111/bjh.19423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Revised: 03/08/2024] [Accepted: 03/13/2024] [Indexed: 03/26/2024]
Abstract
Recursive partitioning of healthy consortia led to the development of the Clonal Hematopoiesis Risk Score (CHRS) for clonal haematopoiesis (CH); however, in the practical setting, most cases of CH are diagnosed after patients present with cytopenias or related symptoms. To address this real-world population, we characterize the clinical trajectories of 94 patients with CH and distinguish CH harbouring canonical DNMT3A/TET2/ASXL1 mutations alone ('sole DTA') versus all other groups ('non-sole DTA'). TET2, rather than DNMT3A, was the most prevalent mutation in the real-world setting. Sole DTA patients did not progress to myeloid neoplasm (MN) in the absence of acquisition of other mutations. Contrastingly, 14 (20.1%) of 67 non-sole DTA patients progressed to MN. CHRS assessment showed a higher frequency of high-risk CH in non-sole DTA (vs. sole DTA) patients and in progressors (vs. non-progressors). RUNX1 mutation conferred the strongest risk for progression to MN (odds ratio [OR] 10.27, 95% CI 2.00-52.69, p = 0.0053). The mean variant allele frequency across all genes was higher in progressors than in non-progressors (36.9% ± 4.62% vs. 24.1% ± 1.67%, p = 0.0064). This analysis in the post-CHRS era underscores the natural history of CH, providing insight into patterns of progression to MN.
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Affiliation(s)
- Shyam A Patel
- Division of Hematology/Oncology, Department of Medicine, UMass Memorial Medical Center, UMass Chan Medical School, Worcester, Massachusetts, USA
- Center for Clinical and Translational Science, UMass Chan Medical School, Worcester, Massachusetts, USA
| | - William K Gerber
- Division of Hematology/Oncology, Department of Medicine, UMass Memorial Medical Center, UMass Chan Medical School, Worcester, Massachusetts, USA
| | - Rena Zheng
- Division of Hematology/Oncology, Department of Medicine, UMass Memorial Medical Center, UMass Chan Medical School, Worcester, Massachusetts, USA
| | - Shrinkhala Khanna
- Division of Hematology/Oncology, Department of Medicine, UMass Memorial Medical Center, UMass Chan Medical School, Worcester, Massachusetts, USA
| | - Lloyd Hutchinson
- Department of Pathology, UMass Memorial Medical Center, UMass Chan Medical School, Worcester, Massachusetts, USA
| | - Gregory A Abel
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Jan Cerny
- Division of Hematology/Oncology, Department of Medicine, UMass Memorial Medical Center, UMass Chan Medical School, Worcester, Massachusetts, USA
- Center for Clinical and Translational Science, UMass Chan Medical School, Worcester, Massachusetts, USA
| | - Brandon A DaSilva
- Division of Hematology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Tian Y Zhang
- Division of Hematology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California, USA
| | - Muthalagu Ramanathan
- Division of Hematology/Oncology, Department of Medicine, UMass Memorial Medical Center, UMass Chan Medical School, Worcester, Massachusetts, USA
- Center for Clinical and Translational Science, UMass Chan Medical School, Worcester, Massachusetts, USA
| | - Salwa Khedr
- Department of Pathology, UMass Memorial Medical Center, UMass Chan Medical School, Worcester, Massachusetts, USA
| | - William Selove
- Department of Pathology, UMass Memorial Medical Center, UMass Chan Medical School, Worcester, Massachusetts, USA
| | - Bruce Woda
- Department of Pathology, UMass Memorial Medical Center, UMass Chan Medical School, Worcester, Massachusetts, USA
| | - Patricia M Miron
- Department of Pathology, UMass Memorial Medical Center, UMass Chan Medical School, Worcester, Massachusetts, USA
| | - Anne W Higgins
- Department of Pathology, UMass Memorial Medical Center, UMass Chan Medical School, Worcester, Massachusetts, USA
| | - Jonathan M Gerber
- Division of Hematology/Oncology, Department of Medicine, UMass Memorial Medical Center, UMass Chan Medical School, Worcester, Massachusetts, USA
- Center for Clinical and Translational Science, UMass Chan Medical School, Worcester, Massachusetts, USA
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9
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Abdulbaki R, Pullarkat ST. A Brief Overview of the Molecular Landscape of Myelodysplastic Neoplasms. Curr Oncol 2024; 31:2353-2363. [PMID: 38785456 PMCID: PMC11119831 DOI: 10.3390/curroncol31050175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Revised: 04/18/2024] [Accepted: 04/19/2024] [Indexed: 05/25/2024] Open
Abstract
Myelodysplastic neoplasm (MDS) is a heterogeneous group of clonal hematological disorders that originate from the hematopoietic and progenitor cells and present with cytopenias and morphologic dysplasia with a propensity to progress to bone marrow failure or acute myeloid leukemia (AML). Genetic evolution plays a critical role in the pathogenesis, progression, and clinical outcomes of MDS. This process involves the acquisition of genetic mutations in stem cells that confer a selective growth advantage, leading to clonal expansion and the eventual development of MDS. With the advent of next-generation sequencing (NGS) assays, an increasing number of molecular aberrations have been discovered in recent years. The knowledge of molecular events in MDS has led to an improved understanding of the disease process, including the evolution of the disease and prognosis, and has paved the way for targeted therapy. The 2022 World Health Organization (WHO) Classification and the International Consensus Classification (ICC) have incorporated the molecular signature into the classification system for MDS. In addition, specific germline mutations are associated with MDS development, especially in pediatrics and young adults. This article reviews the genetic abnormalities of MDS in adults with a brief review of germline predisposition syndromes.
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Affiliation(s)
- Rami Abdulbaki
- Department of Pathology, Laboratory Medicine, UCLA, David Geffen School of Medicine, Los Angeles, CA 90095, USA;
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10
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Belle R, Saraç H, Salah E, Bhushan B, Szykowska A, Roper G, Tumber A, Kriaucionis S, Burgess-Brown N, Schofield CJ, Brown T, Kawamura A. Focused Screening Identifies Different Sensitivities of Human TET Oxygenases to the Oncometabolite 2-Hydroxyglutarate. J Med Chem 2024; 67:4525-4540. [PMID: 38294854 PMCID: PMC10983004 DOI: 10.1021/acs.jmedchem.3c01820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 12/10/2023] [Accepted: 01/04/2024] [Indexed: 02/01/2024]
Abstract
Ten-eleven translocation enzymes (TETs) are Fe(II)/2-oxoglutarate (2OG) oxygenases that catalyze the sequential oxidation of 5-methylcytosine to 5-hydroxymethylcytosine, 5-formylcytosine, and 5-carboxylcytosine in eukaryotic DNA. Despite their roles in epigenetic regulation, there is a lack of reported TET inhibitors. The extent to which 2OG oxygenase inhibitors, including clinically used inhibitors and oncometabolites, modulate DNA modifications via TETs has been unclear. Here, we report studies on human TET1-3 inhibition by a set of 2OG oxygenase-focused inhibitors, employing both enzyme-based and cellular assays. Most inhibitors manifested similar potencies for TET1-3 and caused increases in cellular 5hmC levels. (R)-2-Hydroxyglutarate, an oncometabolite elevated in isocitrate dehydrogenase mutant cancer cells, showed different degrees of inhibition, with TET1 being less potently inhibited than TET3 and TET2, potentially reflecting the proposed role of TET2 mutations in tumorigenesis. The results highlight the tractability of TETs as drug targets and provide starting points for selective inhibitor design.
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Affiliation(s)
- Roman Belle
- Chemistry
Research Laboratory, Department of Chemistry, University of Oxford, 12 Mansfield Road, OX1 3TA Oxford, United Kingdom
- Chemistry
− School of Natural and Environmental Sciences, Bedson Building, Newcastle University, NE1 7RU Newcastle upon Tyne, United Kingdom
| | - Hilal Saraç
- Chemistry
Research Laboratory, Department of Chemistry, University of Oxford, 12 Mansfield Road, OX1 3TA Oxford, United Kingdom
- Chemistry
− School of Natural and Environmental Sciences, Bedson Building, Newcastle University, NE1 7RU Newcastle upon Tyne, United Kingdom
- Radcliffe
Department of Medicine, Division of Cardiovascular Medicine, University of Oxford, Wellcome Trust Centre for Human
Genetics, Roosevelt Drive, OX3 7BN Oxford, United Kingdom
| | - Eidarus Salah
- Chemistry
Research Laboratory, Department of Chemistry, University of Oxford, 12 Mansfield Road, OX1 3TA Oxford, United Kingdom
- Centre
for Medicines Discovery, University of Oxford, Old Road Campus Research Building,
Roosevelt Drive, OX3 7DQ Oxford, United Kingdom
| | - Bhaskar Bhushan
- Chemistry
Research Laboratory, Department of Chemistry, University of Oxford, 12 Mansfield Road, OX1 3TA Oxford, United Kingdom
- Radcliffe
Department of Medicine, Division of Cardiovascular Medicine, University of Oxford, Wellcome Trust Centre for Human
Genetics, Roosevelt Drive, OX3 7BN Oxford, United Kingdom
| | - Aleksandra Szykowska
- Centre
for Medicines Discovery, University of Oxford, Old Road Campus Research Building,
Roosevelt Drive, OX3 7DQ Oxford, United Kingdom
| | - Grace Roper
- Chemistry
Research Laboratory, Department of Chemistry, University of Oxford, 12 Mansfield Road, OX1 3TA Oxford, United Kingdom
- Chemistry
− School of Natural and Environmental Sciences, Bedson Building, Newcastle University, NE1 7RU Newcastle upon Tyne, United Kingdom
| | - Anthony Tumber
- Chemistry
Research Laboratory, Department of Chemistry, University of Oxford, 12 Mansfield Road, OX1 3TA Oxford, United Kingdom
- Ineos Oxford
Institute for Antimicrobial Research, University
of Oxford, 12 Mansfield Road, OX1 3TA Oxford, United Kingdom
| | - Skirmantas Kriaucionis
- Ludwig
Institute for Cancer Research, Nuffield Department of Medicine, University of Oxford, Old Road Campus Research Building, Roosevelt Drive, OX3 7DQ Oxford, United Kingdom
| | - Nicola Burgess-Brown
- Centre
for Medicines Discovery, University of Oxford, Old Road Campus Research Building,
Roosevelt Drive, OX3 7DQ Oxford, United Kingdom
| | - Christopher J. Schofield
- Chemistry
Research Laboratory, Department of Chemistry, University of Oxford, 12 Mansfield Road, OX1 3TA Oxford, United Kingdom
- Ineos Oxford
Institute for Antimicrobial Research, University
of Oxford, 12 Mansfield Road, OX1 3TA Oxford, United Kingdom
| | - Tom Brown
- Chemistry
Research Laboratory, Department of Chemistry, University of Oxford, 12 Mansfield Road, OX1 3TA Oxford, United Kingdom
| | - Akane Kawamura
- Chemistry
Research Laboratory, Department of Chemistry, University of Oxford, 12 Mansfield Road, OX1 3TA Oxford, United Kingdom
- Chemistry
− School of Natural and Environmental Sciences, Bedson Building, Newcastle University, NE1 7RU Newcastle upon Tyne, United Kingdom
- Radcliffe
Department of Medicine, Division of Cardiovascular Medicine, University of Oxford, Wellcome Trust Centre for Human
Genetics, Roosevelt Drive, OX3 7BN Oxford, United Kingdom
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11
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Cheng T, Zhou C, Bian S, Sobeck K, Liu Y. Coordinated activation of DNMT3a and TET2 in cancer stem cell-like cells initiates and sustains drug resistance in hepatocellular carcinoma. Cancer Cell Int 2024; 24:110. [PMID: 38528605 PMCID: PMC10962188 DOI: 10.1186/s12935-024-03288-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 02/29/2024] [Indexed: 03/27/2024] Open
Abstract
BACKGROUND Resistance to targeted therapies represents a significant hurdle to successfully treating hepatocellular carcinoma (HCC). While epigenetic abnormalities are critical determinants of HCC relapse and therapeutic resistance, the underlying mechanisms are poorly understood. We aimed to address whether and how dysregulated epigenetic regulators have regulatory and functional communications in establishing and maintaining drug resistance. METHODS HCC-resistant cells were characterized by CCK-8, IncuCyte Live-Cell analysis, flow cytometry and wound-healing assays. Target expression was assessed by qPCR and Western blotting. Global and promoter DNA methylation was measured by dotblotting, methylated-DNA immunoprecipitation and enzymatic digestion. Protein interaction and promoter binding of DNMT3a-TET2 were investigated by co-immunoprecipitation, ChIP-qPCR. The regulatory and functional roles of DNMT3a and TET2 were studied by lentivirus infection and puromycin selection. The association of DNMT and TET expression with drug response and survival of HCC patients was assessed by public datasets, spearman correlation coefficients and online tools. RESULTS We identified the coordination of DNMT3a and TET2 as an actionable mechanism of drug resistance in HCC. The faster growth and migration of resistant HCC cells were attributed to DNMT3a and TET2 upregulation followed by increased 5mC and 5hmC production. HCC patients with higher DNMT3a and TET2 had a shorter survival time with a less favorable response to sorafenib therapy than those with lower expression. Cancer stem cell-like cells (CSCs) displayed DNMT3a and TET2 overexpression, which were insensitive to sorafenib. Either genetic or pharmacological suppression of DNMT3a or/and TET2 impaired resistant cell growth and oncosphere formation, and restored sorafenib sensitivity. Mechanistically, DNMT3a did not establish a regulatory circuit with TET2, but formed a complex with TET2 and HDAC2. This complex bound the promoters of oncogenes (i.e., CDK1, CCNA2, RASEF), and upregulated them without involving promoter DNA methylation. In contrast, DNMT3a-TET2 crosstalk silences tumor suppressors (i.e., P15, SOCS2) through a corepressor complex with HDAC2 along with increased promoter DNA methylation. CONCLUSIONS We demonstrate that DNMT3a and TET2 act coordinately to regulate HCC cell fate in DNA methylation-dependent and -independent manners, representing strong predictors for drug resistance and poor prognosis, and thus are promising therapeutic targets for refractory HCC.
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Affiliation(s)
- Tao Cheng
- Department of Hepatobiliary and Pancreas Surgery, First Hospital of Jilin University, Changchun, Jilin, 130021, P.R. China
- The Hormel Institute, University of Minnesota, Austin, MN, 55912, USA
| | - Changli Zhou
- The Hormel Institute, University of Minnesota, Austin, MN, 55912, USA
- MetroHealth Research Institute, Case Western Reserve University, Cleveland, OH, 44109, USA
| | - Sicheng Bian
- MetroHealth Research Institute, Case Western Reserve University, Cleveland, OH, 44109, USA
| | - Kelsey Sobeck
- The Institute on the Biology of Aging and Metabolism, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Yahui Liu
- Department of Hepatobiliary and Pancreas Surgery, First Hospital of Jilin University, Changchun, Jilin, 130021, P.R. China.
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12
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Lai X, Xiao J, Wang T, Hou C, Chen J, Wu D, Xu Y. Prognostic significance of persisting DNMT3A, ASXL1, and TET2 mutation burden in acute myeloid leukemia patients with allogeneic hematopoietic stem cell transplantation during complete remission. Leuk Lymphoma 2024; 65:363-371. [PMID: 37990829 DOI: 10.1080/10428194.2023.2284089] [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: 08/26/2023] [Accepted: 11/12/2023] [Indexed: 11/23/2023]
Abstract
We retrospectively analyzed 155 AML patients with DAT mutations at diagnosis who underwent allogeneic hematopoietic stem cell transplantation (allo-HSCT) at complete remission. Of the 155 AML patients with DAT mutations at diagnosis, 59 (38.1%) patients had persisting DAT mutations pretransplantation. Compared to patients with pretransplant DAT transitions, patients with persisting DAT mutation burden were shown to be older (p = 0.004), and fewer patients had TET2 mutations at diagnosis (p = 0.033). Patients with persistent DAT mutation burden had shorter overall survival (OS) (3-year OS: 59.3% vs. 83.0%, p < 0.001) and disease-free survival (DFS) (3-year DFS: 56.1% vs. 83.0%, p < 0.001) with a higher cumulative incidence of relapse (CIR) (24.6% vs. 17.4%, p = 0.002) than those with DAT transitions. Additionally, multivariate analysis confirmed that persisting DAT mutations were an independent adverse factor for relapse, OS, and DFS. Collectively, persisting DAT mutations prior to allo-HSCT at complete remission for AML correlated with negative outcomes.
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Affiliation(s)
- Xiaoxuan Lai
- Jiangsu Institute of Hematology, National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Jinyan Xiao
- Jiangsu Institute of Hematology, National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Tanzhen Wang
- Jiangsu Institute of Hematology, National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Chang Hou
- Jiangsu Institute of Hematology, National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Jia Chen
- Jiangsu Institute of Hematology, National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Depei Wu
- Jiangsu Institute of Hematology, National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Yang Xu
- Jiangsu Institute of Hematology, National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
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13
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Guarnera L, Jha BK. TET2 mutation as prototypic clonal hematopoiesis lesion. Semin Hematol 2024; 61:51-60. [PMID: 38431463 PMCID: PMC10978279 DOI: 10.1053/j.seminhematol.2024.01.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 01/12/2024] [Accepted: 01/28/2024] [Indexed: 03/05/2024]
Abstract
Loss of function TET2 mutation (TET2MT) is one of the most frequently observed lesions in clonal hematopoiesis (CH). TET2 a member TET-dioxygenase family of enzymes that along with TET1 and TET3, progressively oxidize 5-methyl cytosine (mC) resulting in regulated demethylation of promoter, enhancer and silencer elements of the genome. This process is critical for efficient transcription that determine cell lineage fate, proliferation and survival and the maintenance of the genomic fidelity with aging of the organism. Partial or complete loss-of-function TET2 mutations create regional and contextual DNA hypermethylation leading to gene silencing or activation that result in skewed myeloid differentiation and clonal expansion. In addition to myeloid skewing, loss of TET2 creates differentiation block and provides proliferative advantage to hematopoietic stem and progenitor cells (HSPCs). TET2MT is a prototypical lesion in CH, since the mutant clones dominate during stress hematopoiesis and often associates with evolution of myeloid malignancies. TET2MT clones has unique privilege to create and persist in pro-inflammatory milieu. Despite extensive knowledge regarding biochemical mechanisms underlying distorted myeloid differentiation, and enhanced self-replication of TET2MT HSPC, the mechanistic link of various pathogenesis associated with TET2 loss in CHIP is less understood. Here we review the recent development in TET2 biology and its probable mechanistic link in CH with aging and inflammation. We also explored the therapeutic strategies of targeting TET2MT associated CHIP and the utility of targeting TET2 in normal hematopoiesis and somatic cell reprograming. We explore the biochemical mechanisms and candidate therapies that emerged in last decade of research.
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Affiliation(s)
- Luca Guarnera
- Department of Biomedicine and Prevention, Molecular Medicine and Applied Biotechnology, University of Rome Tor Vergata, Rome, Italy; Department of Translational Haematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH
| | - Babal K Jha
- Department of Translational Haematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH; Center for Immunotherapy and Precision Immuno-Oncology (CITI), Lerner Research Institute (LRI) Cleveland Clinic, Cleveland, OH.
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14
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Ismail JN, Mantash S, Hallal M, Jabado N, Khoueiry P, Shirinian M. Phenotypic and transcriptomic impact of expressing mammalian TET2 in the Drosophila melanogaster model. Epigenetics 2023; 18:2192375. [PMID: 36989121 PMCID: PMC10072067 DOI: 10.1080/15592294.2023.2192375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/30/2023] Open
Abstract
Ten-Eleven Translocation (TET) proteins have recently come to light as important epigenetic regulators conserved in multicellular organisms. TET knockdown studies in rodents have highlighted the critical role of these proteins for proper brain development and function. Mutations in mammalian mTET proteins and mTET2 specifically are frequent and deregulated in leukaemia and glioma respectively. Accordingly, we examined the role of mTET2 in tumorigenesis in larval haemocytes and adult heads in Drosophila melanogaster. Our findings showed that expression of mutant and wild type mTET2 resulted in general phenotypic defects in adult flies and accumulation of abdominal melanotic masses. Notably, flies with mTET2-R43G mutation at the N-terminus of mTET2 exhibited locomotor and circadian behavioural deficits, as well as reduced lifespan. Flies with mTET2-R1261C mutation in the catalytic domain, a common mutation in acute myeloid leukaemia (AML), displayed alterations affecting haemocyte haemostasis. Using transcriptomic approach, we identified upregulated immune genes in fly heads that were not exclusive to TET2 mutants but also found in wild type mTET2 flies. Furthermore, inhibiting expression of genes that were found to be deregulated in mTET2 mutants, such as those involved in immune pathways, autophagy, and transcriptional regulation, led to a rescue in fly survival, behaviour, and hemocyte number. This study identifies the transcriptomic profile of wild type mTET2 versus mTET2 mutants (catalytic versus non-catalytic) with indications of TET2 role in normal central nervous system (CNS) function and innate immunity.
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Affiliation(s)
- Joy N Ismail
- Department of Experimental pathology, Immunology and Microbiology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Sarah Mantash
- Department of Experimental pathology, Immunology and Microbiology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Mohammad Hallal
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
- Biomedical Engineering Program, American University of Beirut, Beirut, Lebanon
| | - Nada Jabado
- Department of Human Genetics, McGill University, Montreal, Quebec, Canada
| | - Pierre Khoueiry
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
- Pillar Genomics Institute, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Margret Shirinian
- Department of Experimental pathology, Immunology and Microbiology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
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15
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Lee SW, Frankston CM, Kim J. Epigenome editing in cancer: Advances and challenges for potential therapeutic options. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2023; 383:191-230. [PMID: 38359969 DOI: 10.1016/bs.ircmb.2023.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/17/2024]
Abstract
Cancers are diseases caused by genetic and non-genetic environmental factors. Epigenetic alterations, some attributed to non-genetic factors, can lead to cancer development. Epigenetic changes can occur in tumor suppressors or oncogenes, or they may contribute to global cell state changes, making cells abnormal. Recent advances in gene editing technology show potential for cancer treatment. Herein, we will discuss our current knowledge of epigenetic alterations occurring in cancer and epigenetic editing technologies that can be applied to developing therapeutic options.
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Affiliation(s)
- Seung-Won Lee
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University, Portland, OR, United States; Department of Molecular and Medical Genetics, School of Medicine, Oregon Health & Science University, Portland, OR, United States
| | - Connor Mitchell Frankston
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University, Portland, OR, United States; Biomedical Engineering Graduate Program, Department of Biomedical Engineering, School of Medicine, Oregon Health & Science University, Portland, OR, United States
| | - Jungsun Kim
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University, Portland, OR, United States; Department of Molecular and Medical Genetics, School of Medicine, Oregon Health & Science University, Portland, OR, United States; Cancer Biology Research Program, Knight Cancer Institute, Oregon Health & Science University, Portland, OR, United States.
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16
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Heyes E, Wilhelmson AS, Wenzel A, Manhart G, Eder T, Schuster MB, Rzepa E, Pundhir S, D'Altri T, Frank AK, Gentil C, Woessmann J, Schoof EM, Meggendorfer M, Schwaller J, Haferlach T, Grebien F, Porse BT. TET2 lesions enhance the aggressiveness of CEBPA-mutant acute myeloid leukemia by rebalancing GATA2 expression. Nat Commun 2023; 14:6185. [PMID: 37794021 PMCID: PMC10550934 DOI: 10.1038/s41467-023-41927-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 09/22/2023] [Indexed: 10/06/2023] Open
Abstract
The myeloid transcription factor CEBPA is recurrently biallelically mutated (i.e., double mutated; CEBPADM) in acute myeloid leukemia (AML) with a combination of hypermorphic N-terminal mutations (CEBPANT), promoting expression of the leukemia-associated p30 isoform, and amorphic C-terminal mutations. The most frequently co-mutated genes in CEBPADM AML are GATA2 and TET2, however the molecular mechanisms underlying this co-mutational spectrum are incomplete. By combining transcriptomic and epigenomic analyses of CEBPA-TET2 co-mutated patients with models thereof, we identify GATA2 as a conserved target of the CEBPA-TET2 mutational axis, providing a rationale for the mutational spectra in CEBPADM AML. Elevated CEBPA levels, driven by CEBPANT, mediate recruitment of TET2 to the Gata2 distal hematopoietic enhancer thereby increasing Gata2 expression. Concurrent loss of TET2 in CEBPADM AML induces a competitive advantage by increasing Gata2 promoter methylation, thereby rebalancing GATA2 levels. Of clinical relevance, demethylating treatment of Cebpa-Tet2 co-mutated AML restores Gata2 levels and prolongs disease latency.
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Affiliation(s)
- Elizabeth Heyes
- University of Veterinary Medicine, Institute of Medical Biochemistry, Vienna, Austria
| | - Anna S Wilhelmson
- The Finsen Laboratory, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Biotech Research and Innovation Centre (BRIC), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Danish Stem Cell Center (DanStem), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Anne Wenzel
- The Finsen Laboratory, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Biotech Research and Innovation Centre (BRIC), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Danish Stem Cell Center (DanStem), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Gabriele Manhart
- University of Veterinary Medicine, Institute of Medical Biochemistry, Vienna, Austria
| | - Thomas Eder
- University of Veterinary Medicine, Institute of Medical Biochemistry, Vienna, Austria
| | - Mikkel B Schuster
- The Finsen Laboratory, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Biotech Research and Innovation Centre (BRIC), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Danish Stem Cell Center (DanStem), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Edwin Rzepa
- University of Veterinary Medicine, Institute of Medical Biochemistry, Vienna, Austria
| | - Sachin Pundhir
- The Finsen Laboratory, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Biotech Research and Innovation Centre (BRIC), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Danish Stem Cell Center (DanStem), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Teresa D'Altri
- The Finsen Laboratory, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Biotech Research and Innovation Centre (BRIC), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Danish Stem Cell Center (DanStem), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Anne-Katrine Frank
- The Finsen Laboratory, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Biotech Research and Innovation Centre (BRIC), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Danish Stem Cell Center (DanStem), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Coline Gentil
- The Finsen Laboratory, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Biotech Research and Innovation Centre (BRIC), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Danish Stem Cell Center (DanStem), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jakob Woessmann
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Lyngby, Denmark
| | - Erwin M Schoof
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Lyngby, Denmark
| | | | - Jürg Schwaller
- Department of Biomedicine, University Children's Hospital Basel, Basel, Switzerland
| | | | - Florian Grebien
- University of Veterinary Medicine, Institute of Medical Biochemistry, Vienna, Austria.
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria.
| | - Bo T Porse
- The Finsen Laboratory, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark.
- Biotech Research and Innovation Centre (BRIC), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark.
- Danish Stem Cell Center (DanStem), Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark.
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark.
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17
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Li BE, Li GY, Cai W, Zhu Q, Seruggia D, Fujiwara Y, Vakoc CR, Orkin SH. In vivo CRISPR/Cas9 screening identifies Pbrm1 as a regulator of myeloid leukemia development in mice. Blood Adv 2023; 7:5281-5293. [PMID: 37428871 PMCID: PMC10506108 DOI: 10.1182/bloodadvances.2022009455] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 06/26/2023] [Accepted: 07/05/2023] [Indexed: 07/12/2023] Open
Abstract
CRISPR/Cas9 screening approaches are powerful tool for identifying in vivo cancer dependencies. Hematopoietic malignancies are genetically complex disorders in which the sequential acquisition of somatic mutations generates clonal diversity. Over time, additional cooperating mutations may drive disease progression. Using an in vivo pooled gene editing screen of epigenetic factors in primary murine hematopoietic stem and progenitor cells (HSPCs), we sought to uncover unrecognized genes that contribute to leukemia progression. We, first, modeled myeloid leukemia in mice by functionally abrogating both Tet2 and Tet3 in HSPCs, followed by transplantation. We, then, performed pooled CRISPR/Cas9 editing of genes encoding epigenetic factors and identified Pbrm1/Baf180, a subunit of the polybromo BRG1/BRM-associated factor SWItch/Sucrose Non-Fermenting chromatin-remodeling complex, as a negative driver of disease progression. We found that Pbrm1 loss promoted leukemogenesis with a significantly shortened latency. Pbrm1-deficient leukemia cells were less immunogenic and were characterized by attenuated interferon signaling and reduced major histocompatibility complex class II (MHC II) expression. We explored the potential relevance to human leukemia by assessing the involvement of PBRM1 in the control of interferon pathway components and found that PBRM1 binds to the promoters of a subset of these genes, most notably IRF1, which in turn regulates MHC II expression. Our findings revealed a novel role for Pbrm1 in leukemia progression. More generally, CRISPR/Cas9 screening coupled with phenotypic readouts in vivo has helped identify a pathway by which transcriptional control of interferon signaling influences leukemia cell interactions with the immune system.
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Affiliation(s)
- Bin E. Li
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
- Harvard Medical School, Boston, MA
| | - Grace Y. Li
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
| | - Wenqing Cai
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
- Harvard Medical School, Boston, MA
| | - Qian Zhu
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
| | - Davide Seruggia
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
- Harvard Medical School, Boston, MA
| | - Yuko Fujiwara
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
| | | | - Stuart H. Orkin
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
- Harvard Medical School, Boston, MA
- Howard Hughes Medical Institute, Chevy Chase, MD
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18
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Belotserkovskaya E, Golotin V, Uyanik B, Demidov ON. Clonal haematopoiesis - a novel entity that modifies pathological processes in elderly. Cell Death Discov 2023; 9:345. [PMID: 37726289 PMCID: PMC10509183 DOI: 10.1038/s41420-023-01590-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2019] [Revised: 06/02/2023] [Accepted: 07/31/2023] [Indexed: 09/21/2023] Open
Abstract
Progress in the development of new sequencing techniques with wider accessibility and higher sensitivity of the protocol of deciphering genome particularities led to the discovery of a new phenomenon - clonal haematopoiesis. It is characterized by the presence in the bloodstream of elderly people a minor clonal population of cells with mutations in certain genes, but without any sign of disease related to the hematopoietic system. Here we will review this recent advancement in the field of clonal haematopoiesis and how it may affect the disease's development in old age.
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Affiliation(s)
| | - Vasily Golotin
- Institute of Cytology RAS, 4 Tikhoretskii prospect, St. Petersburg, 194064, Russia
- Saint Petersburg bra-nch of "VNIRO" ("Gos-NOIRH" named after L.S. Berg), Saint Petersburg, Russia
| | - Burhan Uyanik
- INSERM UMR1231, Laboratory of Excellence LipSTIC and label Ligue Nationale contre le Cancer, 7 Boulevard Jeanne d'Arc, Dijon, 21000, France
| | - Oleg N Demidov
- Institute of Cytology RAS, 4 Tikhoretskii prospect, St. Petersburg, 194064, Russia.
- INSERM UMR1231, Laboratory of Excellence LipSTIC and label Ligue Nationale contre le Cancer, 7 Boulevard Jeanne d'Arc, Dijon, 21000, France.
- Sirius University of Science and Technology, 1 Olimpiiskii pr-t, Sochi, 354340, Russian Federation.
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19
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Humphries S, Bond DR, Germon ZP, Keely S, Enjeti AK, Dun MD, Lee HJ. Crosstalk between DNA methylation and hypoxia in acute myeloid leukaemia. Clin Epigenetics 2023; 15:150. [PMID: 37705055 PMCID: PMC10500762 DOI: 10.1186/s13148-023-01566-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 09/08/2023] [Indexed: 09/15/2023] Open
Abstract
BACKGROUND Acute myeloid leukaemia (AML) is a deadly disease characterised by the uncontrolled proliferation of immature myeloid cells within the bone marrow. Altered regulation of DNA methylation is an important epigenetic driver of AML, where the hypoxic bone marrow microenvironment can help facilitate leukaemogenesis. Thus, interactions between epigenetic regulation and hypoxia signalling will have important implications for AML development and treatment. MAIN BODY This review summarises the importance of DNA methylation and the hypoxic bone marrow microenvironment in the development, progression, and treatment of AML. Here, we focus on the role hypoxia plays on signalling and the subsequent regulation of DNA methylation. Hypoxia is likely to influence DNA methylation through altered metabolic pathways, transcriptional control of epigenetic regulators, and direct effects on the enzymatic activity of epigenetic modifiers. DNA methylation may also prevent activation of hypoxia-responsive genes, demonstrating bidirectional crosstalk between epigenetic regulation and the hypoxic microenvironment. Finally, we consider the clinical implications of these interactions, suggesting that reduced cell cycling within the hypoxic bone marrow may decrease the efficacy of hypomethylating agents. CONCLUSION Hypoxia is likely to influence AML progression through complex interactions with DNA methylation, where the therapeutic efficacy of hypomethylating agents may be limited within the hypoxic bone marrow. To achieve optimal outcomes for AML patients, future studies should therefore consider co-treatments that can promote cycling of AML cells within the bone marrow or encourage their dissociation from the bone marrow.
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Affiliation(s)
- Sam Humphries
- School of Biomedical Sciences and Pharmacy, The University of Newcastle, Callaghan, NSW, 2308, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
| | - Danielle R Bond
- School of Biomedical Sciences and Pharmacy, The University of Newcastle, Callaghan, NSW, 2308, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
| | - Zacary P Germon
- School of Biomedical Sciences and Pharmacy, The University of Newcastle, Callaghan, NSW, 2308, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
| | - Simon Keely
- School of Biomedical Sciences and Pharmacy, The University of Newcastle, Callaghan, NSW, 2308, Australia
- Immune Health Research Program, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
| | - Anoop K Enjeti
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
- Department of Haematology, Calvary Mater Hospital, Waratah, NSW, 2298, Australia
- New South Wales Health Pathology, John Hunter Hospital, New Lambton Heights, NSW, 2305, Australia
| | - Matthew D Dun
- School of Biomedical Sciences and Pharmacy, The University of Newcastle, Callaghan, NSW, 2308, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
| | - Heather J Lee
- School of Biomedical Sciences and Pharmacy, The University of Newcastle, Callaghan, NSW, 2308, Australia.
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia.
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20
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Li C, He J, Meng F, Wang F, Sun H, Zhang H, Dong L, Zhang M, Xu Q, Liang L, Li Y, Yang T, He M, Wang T, Lin J, Sun J, Huang Q, Guo L, Zhang X, Mai S, Zheng H. Nuclear localization of TET2 requires β-catenin activation and correlates with favourable prognosis in colorectal cancer. Cell Death Dis 2023; 14:552. [PMID: 37620362 PMCID: PMC10449923 DOI: 10.1038/s41419-023-06038-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 07/20/2023] [Accepted: 08/02/2023] [Indexed: 08/26/2023]
Abstract
Mutation-induced malfunction of ten-eleven translocation methylcytosine dioxygenase 2 (TET2) is widely reported in haematological malignancies. However, the role of TET2 in solid cancers, including colorectal cancer (CRC), is unclear. Here, we found that TET2 malfunction in CRC is mostly due to decreased nuclear localization and that nuclear localization of TET2 is correlated with better survival of patients. To explore the underlying mechanisms, 14 immortalized solid tumour cell lines and 12 primary CRC cell lines were used. TET2 was mostly detected in the nucleus, and it induced significant DNA demethylation and suppressed cell growth by demethylating RORA and SPARC in cell lines like SW480. While in cell lines like SW620, TET2 was observed in the cytosol and did not affect DNA methylation or cell growth. Further examination with immunoprecipitation-mass spectrometry illustrated that β-catenin activation was indispensable for the nuclear localization and tumour suppression effects of TET2. In addition, the β-catenin pathway activator IM12 and the TET2 activator vitamin C were used simultaneously to enhance the effects of TET2 under low-expression conditions, and synergistic inhibitory effects on the growth of cancer were observed both in vitro and in vivo. Collectively, these data suggest that β-catenin-mediated nuclear localization of TET2 is an important therapeutic target for solid tumours.
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Affiliation(s)
- Changpeng Li
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China.
- Centre for Regenerative Medicine and Health, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong SAR, China.
| | - Jingcai He
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China
- Key Laboratory of Biological Targeting Diagnosis, Therapy and Rehabilitation of Guangdong Higher Education Institutes, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510799, China
| | - Fei Meng
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China
- Centre for Regenerative Medicine and Health, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong SAR, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
- University of Science and Technology of China, Hefei, Anhui, 230026, China
| | - Fuhui Wang
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Hao Sun
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China
- Centre for Regenerative Medicine and Health, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong SAR, China
| | - Huizhong Zhang
- Sun Yat-sen University Cancer Center, Guangzhou, 510060, China
| | - Linna Dong
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Mengdan Zhang
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Qiaoran Xu
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Lining Liang
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China
- Centre for Regenerative Medicine and Health, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong SAR, China
| | - Yuan Li
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China
| | - Tingting Yang
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China
- Centre for Regenerative Medicine and Health, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong SAR, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Meiai He
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Tao Wang
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Jiechun Lin
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China
- Joint School of Life Sciences, Guangzhou Medical University, Guangzhou, 511436, China
| | - Jiaqi Sun
- Bioland Laboratory (Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Guangzhou, 510700, China
| | - Qiuling Huang
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China
| | - Lin Guo
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China
- Centre for Regenerative Medicine and Health, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong SAR, China
| | - Xiaofei Zhang
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China
| | - Shijuan Mai
- Sun Yat-sen University Cancer Center, Guangzhou, 510060, China.
| | - Hui Zheng
- Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China.
- Centre for Regenerative Medicine and Health, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong SAR, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
- Joint School of Life Sciences, Guangzhou Medical University, Guangzhou, 511436, China.
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21
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Li Y, Xue M, Deng X, Dong L, Nguyen LXT, Ren L, Han L, Li C, Xue J, Zhao Z, Li W, Qing Y, Shen C, Tan B, Chen Z, Leung K, Wang K, Swaminathan S, Li L, Wunderlich M, Mulloy JC, Li X, Chen H, Zhang B, Horne D, Rosen ST, Marcucci G, Xu M, Li Z, Wei M, Tian J, Shen B, Su R, Chen J. TET2-mediated mRNA demethylation regulates leukemia stem cell homing and self-renewal. Cell Stem Cell 2023; 30:1072-1090.e10. [PMID: 37541212 PMCID: PMC11166201 DOI: 10.1016/j.stem.2023.07.001] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 05/10/2023] [Accepted: 07/03/2023] [Indexed: 08/06/2023]
Abstract
TET2 is recurrently mutated in acute myeloid leukemia (AML) and its deficiency promotes leukemogenesis (driven by aggressive oncogenic mutations) and enhances leukemia stem cell (LSC) self-renewal. However, the underlying cellular/molecular mechanisms have yet to be fully understood. Here, we show that Tet2 deficiency significantly facilitates leukemogenesis in various AML models (mediated by aggressive or less aggressive mutations) through promoting homing of LSCs into bone marrow (BM) niche to increase their self-renewal/proliferation. TET2 deficiency in AML blast cells increases expression of Tetraspanin 13 (TSPAN13) and thereby activates the CXCR4/CXCL12 signaling, leading to increased homing/migration of LSCs into BM niche. Mechanistically, TET2 deficiency results in the accumulation of methyl-5-cytosine (m5C) modification in TSPAN13 mRNA; YBX1 specifically recognizes the m5C modification and increases the stability and expression of TSPAN13 transcripts. Collectively, our studies reveal the functional importance of TET2 in leukemogenesis, leukemic blast cell migration/homing, and LSC self-renewal as an mRNA m5C demethylase.
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Affiliation(s)
- Yangchan Li
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA; Department of Radiation Oncology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, Guangdong, China
| | - Meilin Xue
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA; Department of General Surgery, Pancreatic Disease Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Xiaolan Deng
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Lei Dong
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Le Xuan Truong Nguyen
- Gehr Family Center for Leukemia Research, City of Hope, Duarte, CA 91010, USA; Department of Hematological Malignancies Translational Science, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Lili Ren
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA; Department of Pathology, Harbin Medical University, Harbin 150081, China
| | - Li Han
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA; Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang 110001, Liaoning, China
| | - Chenying Li
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA; Department of Hematology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 31003, Zhejiang, China
| | - Jianhuang Xue
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Zhicong Zhao
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Wei Li
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Ying Qing
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Chao Shen
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Brandon Tan
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Zhenhua Chen
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Keith Leung
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Kitty Wang
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Srividya Swaminathan
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA; Department of Pediatrics, Beckman Research Institute of City of Hope, Duarte, CA 91010, USA
| | - Ling Li
- Gehr Family Center for Leukemia Research, City of Hope, Duarte, CA 91010, USA; Department of Hematological Malignancies Translational Science, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA; City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA
| | - Mark Wunderlich
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA
| | - James C Mulloy
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA
| | - Xiaobo Li
- Department of Pathology, Harbin Medical University, Harbin 150081, China
| | - Hao Chen
- Department of General Surgery, Pancreatic Disease Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Bin Zhang
- Gehr Family Center for Leukemia Research, City of Hope, Duarte, CA 91010, USA; Department of Hematological Malignancies Translational Science, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA; City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA
| | - David Horne
- City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA; Department of Molecular Medicine, Beckman Research Institute of City of Hope, Duarte, CA 91010, USA
| | - Steven T Rosen
- Gehr Family Center for Leukemia Research, City of Hope, Duarte, CA 91010, USA; City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA; Department of Hematology/Hematopoietic Cell Transplantation, City of Hope, Duarte, CA 91010, USA
| | - Guido Marcucci
- Gehr Family Center for Leukemia Research, City of Hope, Duarte, CA 91010, USA; Department of Hematological Malignancies Translational Science, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA; City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA
| | - Mingjiang Xu
- Department of Molecular Medicine, University of Texas Health San Antonio, San Antonio, TX 78229, USA
| | - Zejuan Li
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, TX, USA
| | - Minjie Wei
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang 110001, Liaoning, China
| | - Jingyan Tian
- State Key Laboratory of Medical Genomics, Clinical Trial Center, Shanghai Institute of Endocrine and Metabolic Diseases, Department of Endocrinology and Metabolism, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
| | - Baiyong Shen
- Department of General Surgery, Pancreatic Disease Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
| | - Rui Su
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA; City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA.
| | - Jianjun Chen
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA; Gehr Family Center for Leukemia Research, City of Hope, Duarte, CA 91010, USA; City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA.
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22
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Singh H, Kumar M, Kanungo H. Role of Gene Mutations in Acute Myeloid Leukemia: A Review Article. Glob Med Genet 2023; 10:123-128. [PMID: 37360004 PMCID: PMC10289861 DOI: 10.1055/s-0043-1770768] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/28/2023] Open
Abstract
Acute myeloid leukemia (AML) is an immensely heterogeneous disease characterized by the clonal growth of promyelocytes or myeloblasts in bone marrow as well as in peripheral blood or tissue. Enhancement in the knowledge of the molecular biology of cancer and recognition of intermittent mutations in AML contribute to favorable circumstances to establish targeted therapies and enhance the clinical outcome. There is high interest in the development of therapies that target definitive abnormalities in AML while eradicating leukemia-initiating cells. In recent years, there has been a better knowledge of the molecular abnormalities that lead to the progression of AML, and the application of new methods in molecular biology techniques has increased that facilitating the advancement of investigational drugs. In this review, literature or information on various gene mutations for AML is discussed. English language articles were scrutinized in plentiful directories or databases like PubMed, Science Direct, Web of Sciences, Google Scholar, and Scopus. The important keywords used for searching databases is "Acute myeloid leukemia", "Gene mutation in Acute myeloid leukemia", "Genetic alteration in Acute myeloid leukemia," and "Genetic abnormalities in Acute myeloid leukemia."
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Affiliation(s)
- Himanshu Singh
- Department of Oral and Maxillofacial Pathology and Oral Microbiology, Index Institute of Dental Sciences, Indore, Madhya Pradesh, India
| | - Magesh Kumar
- Department of Periodontics, Index Institute of Dental Sciences, Indore, Madhya Pradesh, India
| | - Himanshu Kanungo
- Department of Orthodontics and Dentofacial Orthopaedics, Index Institute of Dental Sciences, Indore, Madhya Pradesh, India
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23
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Eckardt JN, Röllig C, Metzeler K, Heisig P, Stasik S, Georgi JA, Kroschinsky F, Stölzel F, Platzbecker U, Spiekermann K, Krug U, Braess J, Görlich D, Sauerland C, Woermann B, Herold T, Hiddemann W, Müller-Tidow C, Serve H, Baldus CD, Schäfer-Eckart K, Kaufmann M, Krause SW, Hänel M, Berdel WE, Schliemann C, Mayer J, Hanoun M, Schetelig J, Wendt K, Bornhäuser M, Thiede C, Middeke JM. Unsupervised meta-clustering identifies risk clusters in acute myeloid leukemia based on clinical and genetic profiles. COMMUNICATIONS MEDICINE 2023; 3:68. [PMID: 37198246 DOI: 10.1038/s43856-023-00298-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 05/03/2023] [Indexed: 05/19/2023] Open
Abstract
BACKGROUND Increasingly large and complex biomedical data sets challenge conventional hypothesis-driven analytical approaches, however, data-driven unsupervised learning can detect inherent patterns in such data sets. METHODS While unsupervised analysis in the medical literature commonly only utilizes a single clustering algorithm for a given data set, we developed a large-scale model with 605 different combinations of target dimensionalities as well as transformation and clustering algorithms and subsequent meta-clustering of individual results. With this model, we investigated a large cohort of 1383 patients from 59 centers in Germany with newly diagnosed acute myeloid leukemia for whom 212 clinical, laboratory, cytogenetic and molecular genetic parameters were available. RESULTS Unsupervised learning identifies four distinct patient clusters, and statistical analysis shows significant differences in rate of complete remissions, event-free, relapse-free and overall survival between the four clusters. In comparison to the standard-of-care hypothesis-driven European Leukemia Net (ELN2017) risk stratification model, we find all three ELN2017 risk categories being represented in all four clusters in varying proportions indicating unappreciated complexity of AML biology in current established risk stratification models. Further, by using assigned clusters as labels we subsequently train a supervised model to validate cluster assignments on a large external multicenter cohort of 664 intensively treated AML patients. CONCLUSIONS Dynamic data-driven models are likely more suitable for risk stratification in the context of increasingly complex medical data than rigid hypothesis-driven models to allow for a more personalized treatment allocation and gain novel insights into disease biology.
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Affiliation(s)
- Jan-Niklas Eckardt
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden, Germany.
- Else Kröner Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany.
| | - Christoph Röllig
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden, Germany
| | - Klaus Metzeler
- Medical Clinic and Policlinic I Hematology and Cell Therapy, University Hospital, Leipzig, Germany
| | - Peter Heisig
- Department of Software and Multimedia Technology, Technical University Dresden, Dresden, Germany
| | - Sebastian Stasik
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden, Germany
| | - Julia-Annabell Georgi
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden, Germany
| | - Frank Kroschinsky
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden, Germany
| | - Friedrich Stölzel
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden, Germany
| | - Uwe Platzbecker
- Medical Clinic and Policlinic I Hematology and Cell Therapy, University Hospital, Leipzig, Germany
| | - Karsten Spiekermann
- Laboratory for Leukemia Diagnostics, Department of Medicine III, University Hospital, LMU Munich, Munich, Germany
| | - Utz Krug
- Department of Medicine III, Hospital Leverkusen, Leverkusen, Germany
| | - Jan Braess
- Hospital Barmherzige Brueder Regensburg, Regensburg, Germany
| | - Dennis Görlich
- Institute for Biostatistics and Clinical Research, University Muenster, Muenster, Germany
| | - Cristina Sauerland
- Institute for Biostatistics and Clinical Research, University Muenster, Muenster, Germany
| | - Bernhard Woermann
- Department of Hematology, Oncology and Tumor Immunology, Charité, Berlin, Germany
| | - Tobias Herold
- Laboratory for Leukemia Diagnostics, Department of Medicine III, University Hospital, LMU Munich, Munich, Germany
| | - Wolfgang Hiddemann
- Laboratory for Leukemia Diagnostics, Department of Medicine III, University Hospital, LMU Munich, Munich, Germany
| | - Carsten Müller-Tidow
- Department of Medicine V, University Hospital Heidelberg, Heidelberg, Germany
- German Consortium for Translational Cancer Research DKFZ, Heidelberg, Germany
| | - Hubert Serve
- Department of Medicine 2, Hematology and Oncology, Goethe University Frankfurt, Frankfurt, Germany
| | - Claudia D Baldus
- Department of Hematology and Oncology, University Hospital Schleswig Holstein, Kiel, Germany
| | | | - Martin Kaufmann
- Department of Hematology, Oncology and Palliative Care, Robert-Bosch Hospital, Stuttgart, Germany
| | - Stefan W Krause
- Department of Internal Medicine 5, University Hospital Erlangen, Erlangen, Germany
| | - Mathias Hänel
- Department of Internal Medicine 3, Klinikum Chemnitz GmbH, Chemnitz, Germany
| | - Wolfgang E Berdel
- Department of Internal Medicine A, University Hospital Muenster, Muenster, Germany
| | - Christoph Schliemann
- Department of Internal Medicine A, University Hospital Muenster, Muenster, Germany
| | - Jiri Mayer
- Department of Internal Medicine, Hematology and Oncology, Masaryk University Hospital, Brno, Czech Republic
| | - Maher Hanoun
- Department of Hematology and Stem Cell Transplantation, University Hospital Essen, Essen, Germany
| | - Johannes Schetelig
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden, Germany
| | - Karsten Wendt
- Else Kröner Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany
- Department of Software and Multimedia Technology, Technical University Dresden, Dresden, Germany
| | - Martin Bornhäuser
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden, Germany
- German Consortium for Translational Cancer Research DKFZ, Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Dresden, Germany
| | - Christian Thiede
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden, Germany
| | - Jan Moritz Middeke
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Dresden, Germany
- Else Kröner Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany
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Xu X, Wang H, Han H, Yao Y, Li X, Qi J, Cai C, Zhou M, Tang Y, Pan T, Zhang Z, Yang J, Wu D, Han Y. Clinical characteristics and prognostic significance of DNA methylation regulatory gene mutations in acute myeloid leukemia. Clin Epigenetics 2023; 15:54. [PMID: 36991512 PMCID: PMC10061765 DOI: 10.1186/s13148-023-01474-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 03/22/2023] [Indexed: 03/31/2023] Open
Abstract
BACKGROUND DNA methylation is a form of epigenetic modification that regulates gene expression. However, there are limited data on the comprehensive analysis of DNA methylation regulated gene mutations (DMRGM) in acute myeloid leukemia (AML) mainly referring to DNA methyltransferase 3α (DNMT3A), isocitrate dehydrogenase 1 (IDH1), isocitrate dehydrogenase 2 (IDH2), and Tet methylcytidine dioxygenase 2 (TET2). RESULTS A retrospective study of the clinical characteristics and gene mutations in 843 newly diagnosed non-M3 AML patients was conducted between January 2016 and August 2019. 29.7% (250/843) of patients presented with DMRGM. It was characterized by older age, higher white blood cell count, and higher platelet count (P < 0.05). DMRGM frequently coexisted with FLT3-ITD, NPM1, FLT3-TKD, and RUNX1 mutations (P < 0.05). The CR/CRi rate was only 60.3% in DMRGM patients, significantly lower than in non-DMRGM patients (71.0%, P = 0.014). In addition to being associated with poor overall survival (OS), DMRGM was also an independent risk factor for relapse-free survival (RFS) (HR: 1.467, 95% CI: 1.030-2.090, P = 0.034). Furthermore, OS worsened with an increasing burden of DMRGM. Patients with DMRGM may be benefit from hypomethylating drugs, and the unfavorable prognosis of DMRGM can be overcome by hematopoietic stem cell transplantation (HSCT). For external validation, the BeatAML database was downloaded, and a significant association between DMRGM and OS was confirmed (P < 0.05). CONCLUSION Our study provides an overview of DMRGM in AML patients, which was identified as a risk factor for poor prognosis.
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Affiliation(s)
- Xiaoyan Xu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, No.188 Shizi Street, Suzhou, 215000, Jiangsu Province, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China
- State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, People's Republic of China
| | - Hong Wang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, No.188 Shizi Street, Suzhou, 215000, Jiangsu Province, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China
- State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, People's Republic of China
| | - Haohao Han
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, No.188 Shizi Street, Suzhou, 215000, Jiangsu Province, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China
- State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, People's Republic of China
| | - Yifang Yao
- Soochow Hopes Hematonosis Hospital, Suzhou, People's Republic of China
| | - Xueqian Li
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, No.188 Shizi Street, Suzhou, 215000, Jiangsu Province, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China
- State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, People's Republic of China
| | - Jiaqian Qi
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, No.188 Shizi Street, Suzhou, 215000, Jiangsu Province, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China
- State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, People's Republic of China
| | - Chengsen Cai
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, No.188 Shizi Street, Suzhou, 215000, Jiangsu Province, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China
- State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, People's Republic of China
| | - Meng Zhou
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, No.188 Shizi Street, Suzhou, 215000, Jiangsu Province, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China
- State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, People's Republic of China
| | - Yaqiong Tang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, No.188 Shizi Street, Suzhou, 215000, Jiangsu Province, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China
- State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, People's Republic of China
| | - Tingting Pan
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, No.188 Shizi Street, Suzhou, 215000, Jiangsu Province, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China
- State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, People's Republic of China
| | - Ziyan Zhang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, No.188 Shizi Street, Suzhou, 215000, Jiangsu Province, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China
- State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, People's Republic of China
| | - Jingyi Yang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, No.188 Shizi Street, Suzhou, 215000, Jiangsu Province, People's Republic of China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China
- State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, People's Republic of China
| | - Depei Wu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, No.188 Shizi Street, Suzhou, 215000, Jiangsu Province, People's Republic of China.
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China.
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China.
- State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, People's Republic of China.
| | - Yue Han
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, No.188 Shizi Street, Suzhou, 215000, Jiangsu Province, People's Republic of China.
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, People's Republic of China.
- Key Laboratory of Thrombosis and Hemostasis of Ministry of Health, Suzhou, People's Republic of China.
- State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, People's Republic of China.
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25
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Lee SY, Miller KM, Kim JJ. Clinical and Mechanistic Implications of R-Loops in Human Leukemias. Int J Mol Sci 2023; 24:ijms24065966. [PMID: 36983041 PMCID: PMC10052022 DOI: 10.3390/ijms24065966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Revised: 03/17/2023] [Accepted: 03/20/2023] [Indexed: 03/30/2023] Open
Abstract
Genetic mutations or environmental agents are major contributors to leukemia and are associated with genomic instability. R-loops are three-stranded nucleic acid structures consisting of an RNA-DNA hybrid and a non-template single-stranded DNA. These structures regulate various cellular processes, including transcription, replication, and DSB repair. However, unregulated R-loop formation can cause DNA damage and genomic instability, which are potential drivers of cancer including leukemia. In this review, we discuss the current understanding of aberrant R-loop formation and how it influences genomic instability and leukemia development. We also consider the possibility of R-loops as therapeutic targets for cancer treatment.
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Affiliation(s)
- Seo-Yun Lee
- Department of Life Science and Multidisciplinary, Genome Institute, Hallym University, Chuncheon 24252, Republic of Korea
| | - Kyle M Miller
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX 78712, USA
| | - Jae-Jin Kim
- Department of Life Science and Multidisciplinary, Genome Institute, Hallym University, Chuncheon 24252, Republic of Korea
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26
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Jensen JL, Easaw S, Anderson T, Varma Y, Zhang J, Jensen BC, Coombs CC. Clonal Hematopoiesis and the Heart: a Toxic Relationship. Curr Oncol Rep 2023; 25:455-463. [PMID: 36920637 PMCID: PMC10015145 DOI: 10.1007/s11912-023-01398-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/31/2023] [Indexed: 03/16/2023]
Abstract
PURPOSE OF REVIEW Clonal hematopoiesis (CH) refers to the expansion of hematopoietic stem cell clones and their cellular progeny due to somatic mutations, mosaic chromosomal alterations (mCAs), or copy number variants which naturally accumulate with age. CH has been linked to increased risk of blood cancers, but CH has also been linked to adverse cardiovascular outcomes. RECENT FINDINGS A combination of clinical outcome studies and mouse models have offered strong evidence that CH mutations either correlate with or cause atherosclerosis, diabetes mellitus, chronic kidney disease, heart failure, pulmonary hypertension, aortic aneurysm, myocardial infarction, stroke, aortic stenosis, poor outcomes following transcatheter aortic valve replacement (TAVR) or orthotopic heart transplant, death or need of renal replacement therapy secondary to cardiogenic shock, death from cardiovascular causes at large, and enhance anthracycline cardiac toxicity. Mechanistically, some adverse outcomes are caused by macrophage secretion of IL-1β and IL-6, neutrophil invasion of injured myocardium, and T-cell skewing towards inflammatory phenotypes. CH mutations lead to harmful inflammation and arterial wall invasion by bone marrow-derived cells resulting in poor cardiovascular health and outcomes. Blockade of IL-1β or JAK2 signaling are potential avenues for preventing CH-caused cardiovascular morbidity and mortality.
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Affiliation(s)
- Jeffrey L Jensen
- Department of Medicine, Division of Oncology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Saumya Easaw
- Carolinas Hospitalist Group, Atrium Health, Charlotte, NC, USA
| | - Travis Anderson
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Yash Varma
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jiandong Zhang
- Department of Medicine, Division of Cardiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Brian C Jensen
- Department of Medicine, Division of Cardiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Catherine C Coombs
- Department of Medicine, Division of Hematology and Oncology, University of California, 101 The City Dr S, Irvine, Orange, CA, 92868-3201, USA.
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27
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Zhao A, Zhou H, Yang J, Li M, Niu T. Epigenetic regulation in hematopoiesis and its implications in the targeted therapy of hematologic malignancies. Signal Transduct Target Ther 2023; 8:71. [PMID: 36797244 PMCID: PMC9935927 DOI: 10.1038/s41392-023-01342-6] [Citation(s) in RCA: 42] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 01/03/2023] [Accepted: 01/19/2023] [Indexed: 02/18/2023] Open
Abstract
Hematologic malignancies are one of the most common cancers, and the incidence has been rising in recent decades. The clinical and molecular features of hematologic malignancies are highly heterogenous, and some hematologic malignancies are incurable, challenging the treatment, and prognosis of the patients. However, hematopoiesis and oncogenesis of hematologic malignancies are profoundly affected by epigenetic regulation. Studies have found that methylation-related mutations, abnormal methylation profiles of DNA, and abnormal histone deacetylase expression are recurrent in leukemia and lymphoma. Furthermore, the hypomethylating agents and histone deacetylase inhibitors are effective to treat acute myeloid leukemia and T-cell lymphomas, indicating that epigenetic regulation is indispensable to hematologic oncogenesis. Epigenetic regulation mainly includes DNA modifications, histone modifications, and noncoding RNA-mediated targeting, and regulates various DNA-based processes. This review presents the role of writers, readers, and erasers of DNA methylation and histone methylation, and acetylation in hematologic malignancies. In addition, this review provides the influence of microRNAs and long noncoding RNAs on hematologic malignancies. Furthermore, the implication of epigenetic regulation in targeted treatment is discussed. This review comprehensively presents the change and function of each epigenetic regulator in normal and oncogenic hematopoiesis and provides innovative epigenetic-targeted treatment in clinical practice.
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Affiliation(s)
- Ailin Zhao
- Department of Hematology, West China Hospital, Sichuan University, 610041, Chengdu, Sichuan, China
| | - Hui Zhou
- Department of Hematology, West China Hospital, Sichuan University, 610041, Chengdu, Sichuan, China
| | - Jinrong Yang
- Department of Hematology, West China Hospital, Sichuan University, 610041, Chengdu, Sichuan, China
| | - Meng Li
- Department of Hematology, West China Hospital, Sichuan University, 610041, Chengdu, Sichuan, China
| | - Ting Niu
- Department of Hematology, West China Hospital, Sichuan University, 610041, Chengdu, Sichuan, China.
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28
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Urabe A, Chi S, Minami Y. The Immuno-Oncology and Genomic Aspects of DNA-Hypomethylating Therapeutics in Acute Myeloid Leukemia. Int J Mol Sci 2023; 24:ijms24043727. [PMID: 36835136 PMCID: PMC9961620 DOI: 10.3390/ijms24043727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Revised: 01/30/2023] [Accepted: 02/09/2023] [Indexed: 02/15/2023] Open
Abstract
Hypomethylating agents (HMAs) have been used for decades in the treatment of hematologic neoplasms, and now, have gathered attention again in terms of their combination with potent molecular-targeted agents such as a BCL-6 inhibitor venetoclax and an IDH1 inhibitor ivosidenib, as well as a novel immune-checkpoint inhibitor (anit-CD47 antibody) megrolimab. Several studies have shown that leukemic cells have a distinct immunological microenvironment, which is at least partially due to genetic alterations such as the TP53 mutation and epigenetic dysregulation. HMAs possibly improve intrinsic anti-leukemic immunity and sensitivity to immune therapies such as PD-1/PD-L1 inhibitors and anti-CD47 agents. This review describes the immuno-oncological backgrounds of the leukemic microenvironment and the therapeutic mechanisms of HMAs, as well as current clinical trials of HMAs and/or venetoclax-based combination therapies.
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Affiliation(s)
| | | | - Yosuke Minami
- Correspondence: ; Tel.: +81-4-7133-1111; Fax: +81-7133-6502
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29
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Stölzel F, Fordham SE, Nandana D, Lin WY, Blair H, Elstob C, Bell HL, Mohr B, Ruhnke L, Kunadt D, Dill C, Allsop D, Piddock R, Soura EN, Park C, Fadly M, Rahman T, Alharbi A, Wobus M, Altmann H, Röllig C, Wagenführ L, Jones GL, Menne T, Jackson GH, Marr HJ, Fitzgibbon J, Onel K, Meggendorfer M, Robinson A, Bziuk Z, Bowes E, Heidenreich O, Haferlach T, Villar S, Ariceta B, Diaz RA, Altschuler SJ, Wu LF, Prosper F, Montesinos P, Martinez-Lopez J, Bornhäuser M, Allan JM. Biallelic TET2 mutations confer sensitivity to 5'-azacitidine in acute myeloid leukemia. JCI Insight 2023; 8:e150368. [PMID: 36480300 PMCID: PMC9977313 DOI: 10.1172/jci.insight.150368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 11/30/2022] [Indexed: 12/13/2022] Open
Abstract
Precision medicine can significantly improve outcomes for patients with cancer, but implementation requires comprehensive characterization of tumor cells to identify therapeutically exploitable vulnerabilities. Here, we describe somatic biallelic TET2 mutations in an elderly patient with acute myeloid leukemia (AML) that was chemoresistant to anthracycline and cytarabine but acutely sensitive to 5'-azacitidine (5'-Aza) hypomethylating monotherapy, resulting in long-term morphological remission. Given the role of TET2 as a regulator of genomic methylation, we hypothesized that mutant TET2 allele dosage affects response to 5'-Aza. Using an isogenic cell model system and an orthotopic mouse xenograft, we demonstrate that biallelic TET2 mutations confer sensitivity to 5'-Aza compared with cells with monoallelic mutations. Our data argue in favor of using hypomethylating agents for chemoresistant disease or as first-line therapy in patients with biallelic TET2-mutated AML and demonstrate the importance of considering mutant allele dosage in the implementation of precision medicine for patients with cancer.
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Affiliation(s)
- Friedrich Stölzel
- Medical Clinic and Polyclinic I, University Hospital Dresden, Technical University of Dresden, Dresden, Germany
| | - Sarah E. Fordham
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Devi Nandana
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Wei-Yu Lin
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Helen Blair
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Claire Elstob
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Hayden L. Bell
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Brigitte Mohr
- Medical Clinic and Polyclinic I, University Hospital Dresden, Technical University of Dresden, Dresden, Germany
| | - Leo Ruhnke
- Medical Clinic and Polyclinic I, University Hospital Dresden, Technical University of Dresden, Dresden, Germany
| | - Desiree Kunadt
- Medical Clinic and Polyclinic I, University Hospital Dresden, Technical University of Dresden, Dresden, Germany
| | - Claudia Dill
- Medical Clinic and Polyclinic I, University Hospital Dresden, Technical University of Dresden, Dresden, Germany
| | - Daniel Allsop
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Rachel Piddock
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Emmanouela-Niki Soura
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Catherine Park
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Mohd Fadly
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Thahira Rahman
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Abrar Alharbi
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Manja Wobus
- Medical Clinic and Polyclinic I, University Hospital Dresden, Technical University of Dresden, Dresden, Germany
| | - Heidi Altmann
- Medical Clinic and Polyclinic I, University Hospital Dresden, Technical University of Dresden, Dresden, Germany
| | - Christoph Röllig
- Medical Clinic and Polyclinic I, University Hospital Dresden, Technical University of Dresden, Dresden, Germany
| | - Lisa Wagenführ
- Medical Clinic and Polyclinic I, University Hospital Dresden, Technical University of Dresden, Dresden, Germany
| | - Gail L. Jones
- Department of Hematology, Freeman Hospital, Newcastle upon Tyne, United Kingdom
| | - Tobias Menne
- Department of Hematology, Freeman Hospital, Newcastle upon Tyne, United Kingdom
| | - Graham H. Jackson
- Department of Hematology, Freeman Hospital, Newcastle upon Tyne, United Kingdom
| | - Helen J. Marr
- Department of Hematology, Freeman Hospital, Newcastle upon Tyne, United Kingdom
| | - Jude Fitzgibbon
- Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Kenan Onel
- Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | | | - Amber Robinson
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Zuzanna Bziuk
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Emily Bowes
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Olaf Heidenreich
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | | | - Sara Villar
- Department of Hematology, Clínica Universidad de Navarra, Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
| | - Beñat Ariceta
- Hematological Diseases Laboratory, CIMA LAB Diagnostics, University of Navarra, Navarra, Spain
- IdiSNA, Navarra, Spain
| | - Rosa Ayala Diaz
- Hematology Department, Hospital 12 de Octubre (i+12), Centro Nacional de Investigaciones Oncológicas (CNIO), Complutense University, Madrid, Spain
| | - Steven J. Altschuler
- Department of Pharmaceutical Chemistry, School of Pharmacy, University of California, San Francisco, San Francisco, California, USA
| | - Lani F. Wu
- Department of Pharmaceutical Chemistry, School of Pharmacy, University of California, San Francisco, San Francisco, California, USA
| | - Felipe Prosper
- Department of Hematology, Clínica Universidad de Navarra, Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
| | - Pau Montesinos
- Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | - Joaquin Martinez-Lopez
- Hematology Department, Hospital 12 de Octubre (i+12), Centro Nacional de Investigaciones Oncológicas (CNIO), Complutense University, Madrid, Spain
| | - Martin Bornhäuser
- Medical Clinic and Polyclinic I, University Hospital Dresden, Technical University of Dresden, Dresden, Germany
- National Center for Tumor Diseases, Dresden, Germany
| | - James M. Allan
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
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30
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Pastore F, Pastore A, Rothenberg-Thurley M, Metzeler KH, Ksienzyk B, Schneider S, Bohlander SK, Braess J, Sauerland MC, Görlich D, Berdel WE, Wörmann B, von Bergwelt-Baildon MS, Hiddemann W, Spiekermann K. Molecular profiling of patients with cytogenetically normal acute myeloid leukemia and hyperleukocytosis. Cancer 2022; 128:4213-4222. [PMID: 36271776 DOI: 10.1002/cncr.34495] [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: 06/28/2022] [Revised: 07/29/2022] [Accepted: 08/24/2022] [Indexed: 01/31/2023]
Abstract
BACKGROUND Acute myeloid leukemia (AML) with initial hyperleukocytosis is associated with high early mortality and a poor prognosis. The aims of this study were to delineate the underlying molecular landscape in the largest cytogenetic risk group, cytogenetically normal acute myeloid leukemia (CN-AML), and to assess the prognostic relevance of recurrent mutations in the context of hyperleukocytosis and clinical risk factors. METHODS The authors performed a targeted sequencing of 49 recurrently mutated genes in 56 patients with newly diagnosed CN-AML and initial hyperleukocytosis of ≥100 G/L treated in the AMLCG99 study. The median number of mutated genes per patient was 5. The most common mutations occurred in FLT3 (73%), NPM1 (75%), and TET2 (45%). RESULTS The predominant pathways affected by mutations were signaling (84% of patients), epigenetic modifiers (75% of patients), and nuclear transport (NPM1; 75%) of patients. AML with hyperleukocytosis was enriched for molecular subtypes that negatively affected the prognosis, including a high percentage of patients presenting with co-occurring mutations in signaling and epigenetic modifiers such as FLT3 internal tandem duplications and TET2 mutations. CONCLUSIONS Despite these unique molecular features, clinical risk factors, including high white blood count, hemoglobin level, and lactate dehydrogenase level at baseline, remained the predictors for overall survival and relapse-free survival in hyperleukocytotic CN-AML.
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Affiliation(s)
- Friederike Pastore
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, Ludwig Maximilian University Munich, Munich, Germany
| | - Alessandro Pastore
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, Ludwig Maximilian University Munich, Munich, Germany
| | - Maja Rothenberg-Thurley
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, Ludwig Maximilian University Munich, Munich, Germany
| | - Klaus H Metzeler
- Department of Hematology and Cell Therapy, University Leipzig, Leipzig, Germany
| | - Bianka Ksienzyk
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, Ludwig Maximilian University Munich, Munich, Germany
| | - Stephanie Schneider
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, Ludwig Maximilian University Munich, Munich, Germany.,Institute of Human Genetics, Ludwig Maximilian University Munich, Munich, Germany
| | - Stefan K Bohlander
- Leukemia and Blood Cancer Research Unit, Department of Molecular Medicine and Pathology, University of Auckland, Auckland, New Zealand
| | - Jan Braess
- Department of Oncology and Hematology, Hospital Barmherzige Brüder, Regensburg, Germany
| | - Maria C Sauerland
- Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany
| | - Dennis Görlich
- Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany
| | - Wolfgang E Berdel
- Department of Medicine A, Hematology and Oncology, University of Münster, Münster, Germany
| | - Bernhard Wörmann
- Department of Medicine, Hematology, Oncology, and Tumor Immunology, Charite-Universitätsmedizin Berlin, Berlin, Germany
| | - Michael S von Bergwelt-Baildon
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, Ludwig Maximilian University Munich, Munich, Germany
| | - Wolfgang Hiddemann
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, Ludwig Maximilian University Munich, Munich, Germany
| | - Karsten Spiekermann
- Laboratory for Leukemia Diagnostics, Department of Internal Medicine III, Ludwig Maximilian University Munich, Munich, Germany
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Pethusamy K, Seethy A, Dhar R, Karmakar A, Chaudhary S, Bakhshi S, Palanichamy JK, Chopra A, Chauhan SS, Karmakar S. Loss of TET2 with reduced genomic 5-hmC is associated with adverse-risk AML. Leuk Lymphoma 2022; 63:3426-3432. [PMID: 36165590 DOI: 10.1080/10428194.2022.2126278] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
While considerable information exists on the ten-eleven translocation 2 (TET2) mutational landscape in AML, the information on TET2 expression is limiting. So, we aimed to study the TET2 expression at mRNA and protein levels in AML patients compared to healthy controls. To achieve this, we recruited 70 non-M3, de novo AML patients and 20 healthy controls. The expression of TET2 was checked at mRNA and protein levels by qPCR and ELISA respectively and the TET activity was checked by the 5-hmC assay. TET2 mRNA expression was correlated with clinicopathological parameters and overall survival. We found a significant downregulation of TET2 mRNA and protein and significantly lower DNA 5-hmC levels in AML patients compared to controls. TET2 downregulation was more in patients with high blast counts and patients of the adverse-risk ELN category. We also found a significant upregulation of DNMT1 and DNMT3a suggesting a hypermethylation phenotype in de novo AML.
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Affiliation(s)
- Karthikeyan Pethusamy
- Department of Biochemistry, All India Institute of Medical Sciences, New Delhi, India
| | - Ashikh Seethy
- Department of Biochemistry, All India Institute of Medical Sciences, New Delhi, India
| | - Ruby Dhar
- Department of Biochemistry, All India Institute of Medical Sciences, New Delhi, India
| | - Abhibroto Karmakar
- Department of Biochemistry, All India Institute of Medical Sciences, New Delhi, India
| | - Shilpi Chaudhary
- Dr. B. R. Ambedkar Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, New Delhi, India
| | - Sameer Bakhshi
- Dr. B. R. Ambedkar Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, New Delhi, India
| | | | - Anita Chopra
- Dr. B. R. Ambedkar Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, New Delhi, India
| | - Shyam S Chauhan
- Department of Biochemistry, All India Institute of Medical Sciences, New Delhi, India
| | - Subhradip Karmakar
- Department of Biochemistry, All India Institute of Medical Sciences, New Delhi, India
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Zhang L, Zhang Y, Zhang S, Qiu L, Zhang Y, Zhou Y, Han J, Xie J. Translational Regulation by eIFs and RNA Modifications in Cancer. Genes (Basel) 2022; 13:2050. [PMID: 36360287 PMCID: PMC9690228 DOI: 10.3390/genes13112050] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 10/25/2022] [Accepted: 11/04/2022] [Indexed: 11/04/2023] Open
Abstract
Translation is a fundamental process in all living organisms that involves the decoding of genetic information in mRNA by ribosomes and translation factors. The dysregulation of mRNA translation is a common feature of tumorigenesis. Protein expression reflects the total outcome of multiple regulatory mechanisms that change the metabolism of mRNA pathways from synthesis to degradation. Accumulated evidence has clarified the role of an increasing amount of mRNA modifications at each phase of the pathway, resulting in translational output. Translation machinery is directly affected by mRNA modifications, influencing translation initiation, elongation, and termination or altering mRNA abundance and subcellular localization. In this review, we focus on the translation initiation factors associated with cancer as well as several important RNA modifications, for which we describe their association with cancer.
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Affiliation(s)
- Linzhu Zhang
- School of Basic Medical Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
- The Third People’s Hospital of Chengdu, Clinical College of Southwest Jiao Tong University, Chengdu 610014, China
| | - Yaguang Zhang
- State Key Laboratory of Biotherapy, Frontiers Science Center for Disease-Related Molecular Network and Cancer Center, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Su Zhang
- State Key Laboratory of Biotherapy, Frontiers Science Center for Disease-Related Molecular Network and Cancer Center, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Lei Qiu
- State Key Laboratory of Biotherapy, Frontiers Science Center for Disease-Related Molecular Network and Cancer Center, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Yang Zhang
- State Key Laboratory of Biotherapy, Frontiers Science Center for Disease-Related Molecular Network and Cancer Center, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Ying Zhou
- State Key Laboratory of Biotherapy, Frontiers Science Center for Disease-Related Molecular Network and Cancer Center, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Junhong Han
- State Key Laboratory of Biotherapy, Frontiers Science Center for Disease-Related Molecular Network and Cancer Center, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Jiang Xie
- School of Basic Medical Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
- The Third People’s Hospital of Chengdu, Clinical College of Southwest Jiao Tong University, Chengdu 610014, China
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Abstract
OPINION STATEMENT Acute myeloid leukemia (AML) is the most common form of leukemia in adults, leading to the highest number of annual leukemia-associated deaths in the USA. Although most AML patients initially enter remission following induction therapy, most eventually relapse, underscoring the unmet need for more effective therapies. In recent years, novel high-throughput sequencing techniques, and mouse and human models of disease have increased our understanding of the molecular mechanisms that lead to AML. Leukemogenic mechanisms can be broadly classified into two types-cell-intrinsic and cell-extrinsic. Cell-intrinsic mechanisms include an array of genetic and epigenetic alterations that lead to dysregulated gene expression and function in hematopoietic stem/progenitor cells, leading to their increased fitness and ultimately, malignant transformation. Extrinsic mechanisms include both hematopoietic and non-hematopoietic stromal components of the leukemic microenvironment that interact with pre-leukemic and leukemic clones to promote their survival, self-renewal, and/or resistance to therapy. Through the individual and concerted action of these factors, pre-leukemic clones acquire the changes necessary for leukemic transformation. In addition, following therapy, specific leukemic clones are selected for that eventually re-initiate disease. Improving our understanding of these cell-intrinsic and cell-extrinsic mechanisms will provide novel opportunities to treat AML as well as prevent the development of disease.
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El-Harakeh M, Saliba J, Sharaf Aldeen K, Haidar M, El Hajjar L, Awad MK, Hashash JG, Shirinian M, El-Sabban M. Expression of the methylcytosine dioxygenase ten-eleven translocation-2 and connexin 43 in inflammatory bowel disease and colorectal cancer. World J Gastroenterol 2022; 28:5845-5864. [PMID: 36353202 PMCID: PMC9639657 DOI: 10.3748/wjg.v28.i40.5845] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Revised: 05/06/2022] [Accepted: 06/17/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Inflammatory bowel disease (IBD) constitutes a substantial risk factor for colorectal cancer. Connexin 43 (Cx43) is a protein that forms gap junction (GJ) complexes involved in intercellular communication, and its expression is altered under pathological conditions, such as IBD and cancer. Recent studies have implicated epigenetic processes modulating DNA methylation in the pathogenesis of diverse inflammatory and malignant diseases. The ten-eleven translocation-2 (TET-2) enzyme catalyzes the demethylation, hence, regulating the activity of various cancer-promoting and tumor-suppressor genes.
AIM To investigate Cx43 and TET-2 expression levels and presence of 5-hydroxymethylcytosine (5-hmC) marks under inflammatory conditions both in vitro and in vivo.
METHODS TET-2 expression was evaluated in parental HT-29 cells and in HT-29 cells expressing low or high levels of Cx43, a putative tumor-suppressor gene whose expression varies in IBD and colorectal cancer, and which has been implicated in the inflammatory process and in tumor onset. The dextran sulfate sodium-induced colitis model was reproduced in BALB/c mice to evaluate the expression of TET-2 and Cx43 under inflammatory conditions in vivo. In addition, archived colon tissue sections from normal, IBD (ulcerative colitis), and sporadic colon adenocarcinoma patients were obtained and evaluated for the expression of TET-2 and Cx43. Expression levels were reported at the transcriptional level by quantitative real-time polymerase chain reaction, and at the translational level by Western blotting and immunofluorescence.
RESULTS Under inflammatory conditions, Cx43 and TET-2 expression levels increased compared to non-inflammatory conditions. TET-2 upregulation was more pronounced in Cx43-deficient cells. Moreover, colon tissue sections from normal, ulcerative colitis, and sporadic colon adenocarcinoma patients corroborated that Cx43 expression increased in IBD and decreased in adenocarcinoma, compared to tissues from non-IBD subjects. However, TET-2 expression and 5-hmC mark levels decreased in samples from patients with ulcerative colitis or cancer. Cx43 and TET-2 expression levels were also investigated in an experimental colitis mouse model. Interestingly, mice exposed to carbenoxolone (CBX), a GJ inhibitor, had upregulated TET-2 levels. Collectively, these results show that TET-2 levels and activity increased under inflammatory conditions, in cells downregulating gap junctional protein Cx43, and in colon tissues from mice exposed to CBX.
CONCLUSION These results suggest that TET-2 expression levels, as well as Cx43 expression levels, are modulated in models of intestinal inflammation. We hypothesize that TET-2 may demethylate genes involved in inflammation and tumorigenesis, such as Cx43, potentially contributing to intestinal inflammation and associated carcinogenesis.
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Affiliation(s)
- Mohammad El-Harakeh
- Department of Anatomy, Cell Biology and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut 1107, Lebanon
- UR GPF Laboratory of Biodiversity and Functional Genomics, Faculty of Science, Université Saint-Joseph de Beyrouth, Beirut 1107, Lebanon
| | - Jessica Saliba
- Department of Biology, Faculty of Sciences, Lebanese University, Beirut 1533, Lebanon
- Department of Public Health, Faculty of Health Sciences, University of Balamand, Dekwaneh, Sin el Fil 1552, Lebanon
| | - Kawthar Sharaf Aldeen
- Department of Anatomy, Cell Biology and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut 1107, Lebanon
| | - May Haidar
- Department of Anatomy, Cell Biology and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut 1107, Lebanon
| | - Layal El Hajjar
- Department of Anatomy, Cell Biology and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut 1107, Lebanon
| | - Mireille Kallassy Awad
- UR GPF Laboratory of Biodiversity and Functional Genomics, Faculty of Science, Université Saint-Joseph de Beyrouth, Beirut 1107, Lebanon
| | - Jana G Hashash
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, Faculty of Medicine, American University of Beirut, Beirut 1107, Lebanon
| | - Margret Shirinian
- Department of Experimental Pathology, Immunology and Microbiology, Faculty of Medicine, American University of Beirut, Beirut 1107, Lebanon
| | - Marwan El-Sabban
- Department of Anatomy, Cell Biology and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut 1107, Lebanon
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de la Calle-Fabregat C, Rodríguez-Ubreva J, Cañete JD, Ballestar E. Designing Studies for Epigenetic Biomarker Development in Autoimmune Rheumatic Diseases. RHEUMATOLOGY AND IMMUNOLOGY RESEARCH 2022; 3:103-110. [PMID: 36788968 PMCID: PMC9895872 DOI: 10.2478/rir-2022-0018] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 08/13/2022] [Indexed: 02/16/2023]
Abstract
In just a few years, the number of epigenetic studies in autoimmune rheumatic and inflammatory diseases has greatly increased. This is in part due to the need of identifying additional determinants to genetics to explain the pathogenesis and development of these disorders. In this regard, epigenetics provides potential mechanisms that determine gene function, are linked to environmental factors, and could explain a wide range of phenotypic variability among patients with these diseases. Despite the high interest and number of studies describing epigenetic alterations under these conditions and exploring their relationship to various clinical aspects, few of the proposed biomarkers have yet reached clinical practice. The potential of epigenetic markers is high, as these alterations link measurable features with a number of biological traits. In the present article, we present published studies in the field, discuss some frequent limitations in the existing research, and propose a number of considerations that should be taken into account by those starting new projects in the field, with an aim to generate biomarkers that could make it into the clinics.
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Affiliation(s)
- Carlos de la Calle-Fabregat
- Epigenetics and Immune Disease Group, Josep Carreras Research Institute (IJC), 08916Badalona, Barcelona, Spain
| | - Javier Rodríguez-Ubreva
- Epigenetics and Immune Disease Group, Josep Carreras Research Institute (IJC), 08916Badalona, Barcelona, Spain
| | - Juan D. Cañete
- Rheumatology Department, Arthritis Unit, Hospital Clinic and IDIBAPS, 08036Barcelona, Spain
| | - Esteban Ballestar
- Epigenetics and Immune Disease Group, Josep Carreras Research Institute (IJC), 08916Badalona, Barcelona, Spain
- Epigenetics in Inflammatory and Metabolic Diseases Laboratory, Health Science Center (HSC), East China Normal University (ECNU), Shanghai200241, China
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Arroyo M, Hastert FD, Zhadan A, Schelter F, Zimbelmann S, Rausch C, Ludwig AK, Carell T, Cardoso MC. Isoform-specific and ubiquitination dependent recruitment of Tet1 to replicating heterochromatin modulates methylcytosine oxidation. Nat Commun 2022; 13:5173. [PMID: 36056023 PMCID: PMC9440122 DOI: 10.1038/s41467-022-32799-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 08/15/2022] [Indexed: 01/26/2023] Open
Abstract
Oxidation of the epigenetic DNA mark 5-methylcytosine by Tet dioxygenases is an established route to diversify the epigenetic information, modulate gene expression and overall cellular (patho-)physiology. Here, we demonstrate that Tet1 and its short isoform Tet1s exhibit distinct nuclear localization during DNA replication resulting in aberrant cytosine modification levels in human and mouse cells. We show that Tet1 is tethered away from heterochromatin via its zinc finger domain, which is missing in Tet1s allowing its targeting to these regions. We find that Tet1s interacts with and is ubiquitinated by CRL4(VprBP). The ubiquitinated Tet1s is then recognized by Uhrf1 and recruited to late replicating heterochromatin. This leads to spreading of 5-methylcytosine oxidation to heterochromatin regions, LINE 1 activation and chromatin decondensation. In summary, we elucidate a dual regulation mechanism of Tet1, contributing to the understanding of how epigenetic information can be diversified by spatio-temporal directed Tet1 catalytic activity.
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Affiliation(s)
- María Arroyo
- grid.6546.10000 0001 0940 1669Cell Biology and Epigenetics, Department of Biology, Technical University of Darmstadt, Schnittspahnstr. 10, 64287 Darmstadt, Germany
| | - Florian D. Hastert
- grid.6546.10000 0001 0940 1669Cell Biology and Epigenetics, Department of Biology, Technical University of Darmstadt, Schnittspahnstr. 10, 64287 Darmstadt, Germany ,grid.425396.f0000 0001 1019 0926Section AIDS and newly emerging pathogens, Paul Ehrlich Institute, Paul-Ehrlich-Str. 51-59, 63225 Langen, Germany
| | - Andreas Zhadan
- grid.6546.10000 0001 0940 1669Cell Biology and Epigenetics, Department of Biology, Technical University of Darmstadt, Schnittspahnstr. 10, 64287 Darmstadt, Germany
| | - Florian Schelter
- grid.5252.00000 0004 1936 973XDepartment of Chemistry, Ludwig Maximilians University, Butenandstr. 5-13, 81377 Munich, Germany
| | - Susanne Zimbelmann
- grid.6546.10000 0001 0940 1669Cell Biology and Epigenetics, Department of Biology, Technical University of Darmstadt, Schnittspahnstr. 10, 64287 Darmstadt, Germany
| | - Cathia Rausch
- grid.6546.10000 0001 0940 1669Cell Biology and Epigenetics, Department of Biology, Technical University of Darmstadt, Schnittspahnstr. 10, 64287 Darmstadt, Germany ,grid.16008.3f0000 0001 2295 9843Present Address: Luxembourg Centre for Systems Biomedicine, University of Luxembourg, 6, avenue du Swing, L-4367 Belvaux, Luxembourg
| | - Anne K. Ludwig
- grid.6546.10000 0001 0940 1669Cell Biology and Epigenetics, Department of Biology, Technical University of Darmstadt, Schnittspahnstr. 10, 64287 Darmstadt, Germany ,grid.5253.10000 0001 0328 4908Present Address: Department of Medicine, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Im Neuenheimer Feld 410, 69120 Heidelberg, Germany
| | - Thomas Carell
- grid.5252.00000 0004 1936 973XDepartment of Chemistry, Ludwig Maximilians University, Butenandstr. 5-13, 81377 Munich, Germany
| | - M. Cristina Cardoso
- grid.6546.10000 0001 0940 1669Cell Biology and Epigenetics, Department of Biology, Technical University of Darmstadt, Schnittspahnstr. 10, 64287 Darmstadt, Germany
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Numan Y, Abaza Y, Altman JK, Platanias LC. Advances in the pharmacological management of acute myeloid leukemia in adults. Expert Opin Pharmacother 2022; 23:1535-1543. [PMID: 35938317 PMCID: PMC9648129 DOI: 10.1080/14656566.2022.2111212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Accepted: 08/05/2022] [Indexed: 11/04/2022]
Abstract
INTRODUCTION With advances in molecular medicine and precision approaches, there has been significant improvement in the treatment of acute myeloid leukemia (AML) in recent years. This reflects better understanding of molecular and metabolic pathways in leukemia cells, including BCL2 upregulation that prevents apoptosis, FLT3 tyrosine kinase activating mutations that allow uncontrolled proliferation, and IDH mutations that result in differentiation block. AREAS COVERED We performed a compressive review of important pre-clinical studies in AML that involve major molecular and metabolic pathways in AML, and we discussed standard therapeutic modalities and ongoing clinical trials for patients with AML, as well as an overall update of recent efforts in this area. EXPERT OPINION Targeting these pathways has resulted in improvement in the overall survival of some groups of AML patients. Secondary AML and TP53 mutated AML remain challenging subtypes of AML with limited treatment options and represent areas of unmet research need. Ongoing work with menin inhibitors in MLL rearranged leukemia, which comprise a large portion of secondary AML cases, the development of CAR T cell products and targeting the CD47 receptor on macrophages in myeloid neoplasms including in TP53 mutated AML have provided hope for these challenging subtypes of AML.
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Affiliation(s)
- Yazan Numan
- Division of Hematology Oncology, Department of Internal
Medicine, Northwestern University-Feinberg School of Medicine, Chicago, IL
- Robert H. Lurie Comprehensive Cancer Center of Northwestern
University, Chicago, IL
| | - Yasmin Abaza
- Division of Hematology Oncology, Department of Internal
Medicine, Northwestern University-Feinberg School of Medicine, Chicago, IL
- Robert H. Lurie Comprehensive Cancer Center of Northwestern
University, Chicago, IL
| | - Jessica K Altman
- Division of Hematology Oncology, Department of Internal
Medicine, Northwestern University-Feinberg School of Medicine, Chicago, IL
- Robert H. Lurie Comprehensive Cancer Center of Northwestern
University, Chicago, IL
| | - Leonidas C Platanias
- Division of Hematology Oncology, Department of Internal
Medicine, Northwestern University-Feinberg School of Medicine, Chicago, IL
- Robert H. Lurie Comprehensive Cancer Center of Northwestern
University, Chicago, IL
- Department of Medicine, Jesse Brown VA Medical Center,
Chicago, IL
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Muylaert C, Van Hemelrijck LA, Maes A, De Veirman K, Menu E, Vanderkerken K, De Bruyne E. Aberrant DNA methylation in multiple myeloma: A major obstacle or an opportunity? Front Oncol 2022; 12:979569. [PMID: 36059621 PMCID: PMC9434119 DOI: 10.3389/fonc.2022.979569] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 07/22/2022] [Indexed: 11/30/2022] Open
Abstract
Drug resistance (DR) of cancer cells leading to relapse is a huge problem nowadays to achieve long-lasting cures for cancer patients. This also holds true for the incurable hematological malignancy multiple myeloma (MM), which is characterized by the accumulation of malignant plasma cells in the bone marrow (BM). Although new treatment approaches combining immunomodulatory drugs, corticosteroids, proteasome inhibitors, alkylating agents, and monoclonal antibodies have significantly improved median life expectancy, MM remains incurable due to the development of DR, with the underlying mechanisms remaining largely ill-defined. It is well-known that MM is a heterogeneous disease, encompassing both genetic and epigenetic aberrations. In normal circumstances, epigenetic modifications, including DNA methylation and posttranslational histone modifications, play an important role in proper chromatin structure and transcriptional regulation. However, in MM, numerous epigenetic defects or so-called ‘epimutations’ have been observed and this especially at the level of DNA methylation. These include genome-wide DNA hypomethylation, locus specific hypermethylation and somatic mutations, copy number variations and/or deregulated expression patterns in DNA methylation modifiers and regulators. The aberrant DNA methylation patterns lead to reduced gene expression of tumor suppressor genes, genomic instability, DR, disease progression, and high-risk disease. In addition, the frequency of somatic mutations in the DNA methylation modifiers seems increased in relapsed patients, again suggesting a role in DR and relapse. In this review, we discuss the recent advances in understanding the involvement of aberrant DNA methylation patterns and/or DNA methylation modifiers in MM development, progression, and relapse. In addition, we discuss their involvement in MM cell plasticity, driving myeloma cells to a cancer stem cell state characterized by a more immature and drug-resistant phenotype. Finally, we briefly touch upon the potential of DNA methyltransferase inhibitors to prevent relapse after treatment with the current standard of care agents and/or new, promising (immuno) therapies.
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Park S, Shin DY, Park JS, Park HS, Moon SY, Yoon SS, Lee DS. Increased Apoptotic Activity in Low-Risk Myelodysplastic Syndrome. J Clin Med 2022; 11:jcm11154604. [PMID: 35956220 PMCID: PMC9369950 DOI: 10.3390/jcm11154604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 07/30/2022] [Accepted: 08/03/2022] [Indexed: 11/26/2022] Open
Abstract
Myelodysplastic syndrome (MDS) is a heterogeneous hematopoietic disorder associated with cellular proliferative and apoptotic activity. We retrospectively investigated these activities in bone marrow samples from 76 MDS patients using immunohistochemical staining for Ki-67 and cleaved caspase-3. We divided cleaved caspase-3 into two groups based on median value and compared the differences according to MDS risk scoring systems. We compared MDS patient indices with idiopathic cytopenia of undetermined significance (ICUS) and healthy control (HC) indices using our previously published data. Cleaved caspase-3 immunohistochemistry was highest in MDS patients, followed by ICUS patients and HCs. Similarly, the mean Ki-67 grade was also highest in MDS patients, followed by ICUS patients and HCs. Higher cleaved caspase-3 grade was significantly associated with lower IPSS-R score (p = 0.020), whereas Ki-67 was not associated with MDS. Interestingly, TET2 mutation was associated with decreased cleaved caspase-3 levels (p = 0.03). However, there was no significant association between proliferative/apoptotic activity and survival. Our results suggest that apoptotic activity gradually increases from healthy controls and ICUS patients to MDS patients. Furthermore, higher apoptotic activity was associated with better MDS patient prognostic scores. Further studies are needed to reveal the differences in apoptotic activity between lower- and higher-risk MDS.
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Affiliation(s)
- Songyi Park
- Division of Hematology/Oncology, Department of Internal Medicine, Kangbuk Samgung Hospital, Sungkyunkwan University School of Medicine, Seoul 03181, Korea
| | - Dong-Yeop Shin
- Division of Hematology and Medical Oncology, Department of Internal Medicine, Seoul National University Hospital, Seoul 03080, Korea
- Biomedical Research Institute, Seoul National University Hospital, Seoul 03080, Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Junseo Steve Park
- Economics and Data Science Major, University of California, Berkeley, CA 94704, USA
| | - Hee Sue Park
- Department of Laboratory Medicine, Chungbuk National University Hospital, Cheongju 28644, Korea
| | - Soo Young Moon
- Department of Laboratory Medicine, Dongguk University Ilsan Hospital, Goyang-si 10326, Korea
| | - Sung-Soo Yoon
- Division of Hematology and Medical Oncology, Department of Internal Medicine, Seoul National University Hospital, Seoul 03080, Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Dong-Soon Lee
- Cancer Research Institute, Seoul National University College of Medicine, Seoul 03080, Korea
- Department of Laboratory Medicine, Seoul National University Hospital, Seoul 03080, Korea
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Beyond Pathogenic RUNX1 Germline Variants: The Spectrum of Somatic Alterations in RUNX1-Familial Platelet Disorder with Predisposition to Hematologic Malignancies. Cancers (Basel) 2022; 14:cancers14143431. [PMID: 35884491 PMCID: PMC9320507 DOI: 10.3390/cancers14143431] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 07/06/2022] [Accepted: 07/08/2022] [Indexed: 02/06/2023] Open
Abstract
Simple Summary Pathogenic germline variants affecting RUNX1 are associated with qualitative and/or quantitative platelet defects, and predispose to hematologic malignancies. The latter manifests in approximately 44% of carriers and can occur from early childhood to late adulthood. In addition to the predisposing RUNX1 germline variant, the acquisition of somatic genetic alterations is presumed to drive leukemic transformation in an inflammatory bone marrow niche. The spectrum of somatic mutations occurs heterogeneously between individuals, even within families, and there is no clear genotype–phenotype correlation. In this review, we summarize previously published patients harboring (likely) pathogenic RUNX1 germline alterations in whom somatic alterations were additionally analyzed. We provide an overview of their phenotypes and the most frequent somatic genetic alterations. Abstract Pathogenic loss-of-function RUNX1 germline variants cause autosomal dominantly-inherited familial platelet disorder with predisposition to hematologic malignancies (RUNX1-FPD). RUNX1-FPD is characterized by incomplete penetrance and a broad spectrum of clinical phenotypes, even within affected families. Heterozygous RUNX1 germline variants set the basis for leukemogenesis, but, on their own, they are not transformation-sufficient. Somatically acquired secondary events targeting RUNX1 and/or other hematologic malignancy-associated genes finally lead to MDS, AML, and rarely other hematologic malignancies including lymphoid diseases. The acquisition of different somatic variants is a possible explanation for the variable penetrance and clinical heterogeneity seen in RUNX1-FPD. However, individual effects of secondary variants are not yet fully understood. Here, we review 91 cases of RUNX1-FPD patients who predominantly harbor somatic variants in genes such as RUNX1, TET2, ASXL1, BCOR, PHF6, SRSF2, NRAS, and DNMT3A. These cases illustrate the importance of secondary events in the development and progression of RUNX1-FPD-associated hematologic malignancies. The leukemia-driving interplay of predisposing germline variants and acquired variants remain to be elucidated to better understand clonal evolution and malignant transformation and finally allow risk-adapted surveillance and targeted therapeutic measures to prevent leukemia.
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Nakauchi Y, Azizi A, Thomas D, Corces MR, Reinisch A, Sharma R, Cruz Hernandez D, Köhnke T, Karigane D, Fan A, Martinez-Krams D, Stafford M, Kaur S, Dutta R, Phan P, Ediriwickrema A, McCarthy E, Ning Y, Phillips T, Ellison CK, Guler GD, Bergamaschi A, Ku CJ, Levy S, Majeti R. The Cell Type-Specific 5hmC Landscape and Dynamics of Healthy Human Hematopoiesis and TET2-Mutant Preleukemia. Blood Cancer Discov 2022; 3:346-367. [PMID: 35532363 PMCID: PMC9338760 DOI: 10.1158/2643-3230.bcd-21-0143] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 02/07/2022] [Accepted: 05/04/2022] [Indexed: 11/16/2022] Open
Abstract
The conversion of 5-methylcytosine (5mC) to 5-hydroxymethylcytosine (5hmC) is a key step in DNA demethylation that is mediated by ten-eleven translocation (TET) enzymes, which require ascorbate/vitamin C. Here, we report the 5hmC landscape of normal hematopoiesis and identify cell type-specific 5hmC profiles associated with active transcription and chromatin accessibility of key hematopoietic regulators. We utilized CRISPR/Cas9 to model TET2 loss-of-function mutations in primary human hematopoietic stem and progenitor cells (HSPC). Disrupted cells exhibited increased colonies in serial replating, defective erythroid/megakaryocytic differentiation, and in vivo competitive advantage and myeloid skewing coupled with reduction of 5hmC at erythroid-associated gene loci. Azacitidine and ascorbate restored 5hmC abundance and slowed or reverted the expansion of TET2-mutant clones in vivo. These results demonstrate the key role of 5hmC in normal hematopoiesis and TET2-mutant phenotypes and raise the possibility of utilizing these agents to further our understanding of preleukemia and clonal hematopoiesis. SIGNIFICANCE We show that 5-hydroxymethylation profiles are cell type-specific and associated with transcriptional abundance and chromatin accessibility across human hematopoiesis. TET2 loss caused aberrant growth and differentiation phenotypes and disrupted 5hmC and transcriptional landscapes. Treatment of TET2 KO HSPCs with ascorbate or azacitidine reverted 5hmC profiles and restored aberrant phenotypes. This article is highlighted in the In This Issue feature, p. 265.
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Affiliation(s)
- Yusuke Nakauchi
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
- Cancer Institute, Stanford University School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California
| | - Armon Azizi
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
- Cancer Institute, Stanford University School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California
- University of California Irvine School of Medicine, Irvine, California
| | - Daniel Thomas
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
- Cancer Institute, Stanford University School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California
- South Australian Health and Medical Research Institute (SAHMRI), University of Adelaide, Adelaide, Australia
| | - M. Ryan Corces
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
- University of California Irvine School of Medicine, Irvine, California
- South Australian Health and Medical Research Institute (SAHMRI), University of Adelaide, Adelaide, Australia
- Gladstone Institute of Neurological Disease, San Francisco, California
- Gladstone Institute of Data Science and Biotechnology, San Francisco, California
- Department of Neurology, University of California San Francisco, San Francisco, California
| | - Andreas Reinisch
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
- Cancer Institute, Stanford University School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California
- Division of Hematology, Medical University of Graz, Graz, Austria
| | - Rajiv Sharma
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
- Cancer Institute, Stanford University School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California
| | - David Cruz Hernandez
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
- Cancer Institute, Stanford University School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California
- MRC Molecular Haematology Unit and Oxford Centre for Haematology, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, UK
| | - Thomas Köhnke
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
- Cancer Institute, Stanford University School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California
| | - Daiki Karigane
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
- Cancer Institute, Stanford University School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California
| | - Amy Fan
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
- Cancer Institute, Stanford University School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California
| | - Daniel Martinez-Krams
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
- Cancer Institute, Stanford University School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California
| | - Melissa Stafford
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
- Cancer Institute, Stanford University School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California
| | - Satinder Kaur
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
- Cancer Institute, Stanford University School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California
| | - Ritika Dutta
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
- Cancer Institute, Stanford University School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California
| | - Paul Phan
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
- Cancer Institute, Stanford University School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California
| | - Asiri Ediriwickrema
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
- Cancer Institute, Stanford University School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California
| | | | - Yuhong Ning
- Bluestar Genomics Inc., San Mateo, California
| | | | | | | | | | - Chin-Jen Ku
- Bluestar Genomics Inc., San Mateo, California
| | - Samuel Levy
- Bluestar Genomics Inc., San Mateo, California
| | - Ravindra Majeti
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
- Cancer Institute, Stanford University School of Medicine, Stanford, California
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California
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Niu J, Peng D, Liu L. Drug Resistance Mechanisms of Acute Myeloid Leukemia Stem Cells. Front Oncol 2022; 12:896426. [PMID: 35865470 PMCID: PMC9294245 DOI: 10.3389/fonc.2022.896426] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 06/06/2022] [Indexed: 12/15/2022] Open
Abstract
Acute myeloid leukemia (AML) is a polyclonal and heterogeneous hematological malignancy. Relapse and refractory after induction chemotherapy are still challenges for curing AML. Leukemia stem cells (LSCs), accepted to originate from hematopoietic stem/precursor cells, are the main root of leukemogenesis and drug resistance. LSCs are dynamic derivations and possess various elusive resistance mechanisms. In this review, we summarized different primary resistance and remolding mechanisms of LSCs after chemotherapy, as well as the indispensable role of the bone marrow microenvironment on LSCs resistance. Through a detailed and comprehensive review of the spectacle of LSCs resistance, it can provide better strategies for future researches on eradicating LSCs and clinical treatment of AML.
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Affiliation(s)
| | | | - Lingbo Liu
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Hetzel S, Mattei AL, Kretzmer H, Qu C, Chen X, Fan Y, Wu G, Roberts KG, Luger S, Litzow M, Rowe J, Paietta E, Stock W, Mardis ER, Wilson RK, Downing JR, Mullighan CG, Meissner A. Acute lymphoblastic leukemia displays a distinct highly methylated genome. NATURE CANCER 2022; 3:768-782. [PMID: 35590059 PMCID: PMC9236905 DOI: 10.1038/s43018-022-00370-5] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Accepted: 03/25/2022] [Indexed: 04/13/2023]
Abstract
DNA methylation is tightly regulated during development and is stably maintained in healthy cells. In contrast, cancer cells are commonly characterized by a global loss of DNA methylation co-occurring with CpG island hypermethylation. In acute lymphoblastic leukemia (ALL), the commonest childhood cancer, perturbations of CpG methylation have been reported to be associated with genetic disease subtype and outcome, but data from large cohorts at a genome-wide scale are lacking. Here, we performed whole-genome bisulfite sequencing across ALL subtypes, leukemia cell lines and healthy hematopoietic cells, and show that unlike most cancers, ALL samples exhibit CpG island hypermethylation but minimal global loss of methylation. This was most pronounced in T cell ALL and accompanied by an exceptionally broad range of hypermethylation of CpG islands between patients, which is influenced by TET2 and DNMT3B. These findings demonstrate that ALL is characterized by an unusually highly methylated genome and provide further insights into the non-canonical regulation of methylation in cancer.
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Affiliation(s)
- Sara Hetzel
- Department of Genome Regulation, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Alexandra L Mattei
- Department of Genome Regulation, Max Planck Institute for Molecular Genetics, Berlin, Germany
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA, USA
- Department of Molecular and Cellular Biology, Harvard University, Cambridge, MA, USA
| | - Helene Kretzmer
- Department of Genome Regulation, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Chunxu Qu
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Xiang Chen
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Yiping Fan
- Center for Applied Bioinformatics, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Gang Wu
- Center for Applied Bioinformatics, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Kathryn G Roberts
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Selina Luger
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Mark Litzow
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Jacob Rowe
- Department of Hematology, Shaare Zedek Medical Center, Jerusalem, Israel
| | | | - Wendy Stock
- University of Chicago Comprehensive Cancer Center, Chicago, IL, USA
| | - Elaine R Mardis
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Richard K Wilson
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - James R Downing
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Charles G Mullighan
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN, USA.
| | - Alexander Meissner
- Department of Genome Regulation, Max Planck Institute for Molecular Genetics, Berlin, Germany.
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Department of Biology, Chemistry and Pharmacy, Freie Universität, Berlin, Germany.
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Shen Q, Feng Y, Gong X, Jia Y, Gao Q, Jiao X, Qi S, Liu X, Wei H, Huang B, Zhao N, Song X, Ma Y, Liang S, Zhang D, Qin L, Wang Y, Qu S, Zou Y, Chen Y, Guo Y, Yi S, An G, Jiao Z, Zhang S, Li L, Yan J, Wang H, Song Z, Mi Y, Qiu L, Zhu X, Wang J, Xiao Z, Chen J. A Phenogenetic Axis that Modulates Clinical Manifestation and Predicts Treatment Outcome in Primary Myeloid Neoplasms. CANCER RESEARCH COMMUNICATIONS 2022; 2:258-276. [PMID: 36873623 PMCID: PMC9981215 DOI: 10.1158/2767-9764.crc-21-0194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 03/02/2022] [Accepted: 04/12/2022] [Indexed: 11/16/2022]
Abstract
Although the concept of "myeloid neoplasm continuum" has long been proposed, few comparative genomics studies directly tested this hypothesis. Here we report a multi-modal data analysis of 730 consecutive newly diagnosed patients with primary myeloid neoplasm, along with 462 lymphoid neoplasm cases serving as the outgroup. Our study identified a "Pan-Myeloid Axis" along which patients, genes, and phenotypic features were all aligned in sequential order. Utilizing relational information of gene mutations along the Pan-Myeloid Axis improved prognostic accuracy for complete remission and overall survival in adult patients of de novo acute myeloid leukemia and for complete remission in adult patients of myelodysplastic syndromes with excess blasts. We submit that better understanding of the myeloid neoplasm continuum might shed light on how treatment should be tailored to individual diseases. Significance The current criteria for disease diagnosis treat myeloid neoplasms as a group of distinct, separate diseases. This work provides genomics evidence for a "myeloid neoplasm continuum" and suggests that boundaries between myeloid neoplastic diseases are much more blurred than previously thought.
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Affiliation(s)
- Qiujin Shen
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Yahui Feng
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Xiaowen Gong
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Yujiao Jia
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Qingyan Gao
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | | | - Saibing Qi
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Xueou Liu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Hui Wei
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Bingqing Huang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Ningning Zhao
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Xiaoqiang Song
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Yueshen Ma
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | | | - Donglei Zhang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Li Qin
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Ying Wang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Shiqiang Qu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Yao Zou
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Yumei Chen
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Ye Guo
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Shuhua Yi
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Gang An
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | | | - Song Zhang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Linfeng Li
- Yidu Cloud Technology Inc., Beijing, China
| | - Jun Yan
- Yidu Cloud Technology Inc., Beijing, China
| | - Huijun Wang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Zhen Song
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Yingchang Mi
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Lugui Qiu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Xiaofan Zhu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Jianxiang Wang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Zhijian Xiao
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Junren Chen
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
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Wu X, Deng J, Zhang N, Liu X, Zheng X, Yan T, Ye W, Gong Y. Pedigree investigation, clinical characteristics, and prognosis analysis of haematological disease patients with germline TET2 mutation. BMC Cancer 2022; 22:262. [PMID: 35279121 PMCID: PMC8917718 DOI: 10.1186/s12885-022-09347-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 02/28/2022] [Indexed: 12/18/2022] Open
Abstract
Background Increasing germline gene mutations have been discovered in haematological malignancies with the development of next-generation sequencing (NGS), which is critical for proper clinical management and long-term follow-up of affected individuals. Tet methylcytosine dioxygenase 2 (TET2) is one of the most common mutations in haematological neoplasms. We aimed to compare the clinical characteristics of patients with germline and somatic TET2 mutations in haematological diseases and to analyse whether germline TET2 mutations have a family aggregation and tumour predisposition. Methods Out of 612 patients who underwent NGS of 34 recurrently mutated genes in haematological diseases, 100 haematological patients with TET2 mutations were selected for further study. Somatic mutations were detected by NGS in bone marrow/peripheral blood genomic DNA (gDNA). Germline TET2 mutations were validated in nail/hair gDNA by Sanger sequencing. Digital data were extracted from the haematology department of the West China Hospital of Sichuan University. TET2 mutation results were analysed by referencing online public databases (COSMIC and ClinVar). Results One hundred patients were studied, including 33 patients with germline and 67 patients with somatic TET2 mutations. For germline TET2 mutations, the variant allele frequency (VAF) was more stable (50.58% [40.5–55], P < 0.0001), and mutation sites recurrently occurred in three sites, unlike somatic TET2 mutations. Patients with germline TET2 mutations were younger (median age 48, 16–82 years) (P = 0.0058) and mainly suffered from myelodysplastic syndromes (MDS) (n = 13, 39.4%), while patients with somatic TET2 mutations were mainly affected by acute myeloid leukemia (AML) (n = 26, 38.8%) (P = 0.0004). Germline TET2 mutation affected the distribution of cell counts in the peripheral blood and bone marrow (P < 0.05); it was a poor prognostic factor for MDS patients via univariate analysis (HR = 5.3, 95% CI: 0.89–32.2, P = 0.0209) but not in multivariate analysis using the Cox regression model (P = 0.062). Conclusions Germline TET2 mutation might have a family aggregation, and TET2 may be a predisposition gene for haematological malignancy under the other gene mutations as the second hit. Germline TET2 mutation may play a role in the proportion of blood and bone marrow cells and, most importantly, may be an adverse factor for MDS patients. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-022-09347-0.
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The Role of Epigenetic Modifications in Human Cancers and the Use of Natural Compounds as Epidrugs: Mechanistic Pathways and Pharmacodynamic Actions. Biomolecules 2022; 12:biom12030367. [PMID: 35327559 PMCID: PMC8945214 DOI: 10.3390/biom12030367] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 01/16/2022] [Accepted: 01/18/2022] [Indexed: 12/03/2022] Open
Abstract
Cancer is a complex disease resulting from the genetic and epigenetic disruption of normal cells. The mechanistic understanding of the pathways involved in tumor transformation has implicated a priori predominance of epigenetic perturbations and a posteriori genetic instability. In this work, we aimed to explain the mechanistic involvement of epigenetic pathways in the cancer process, as well as the abilities of natural bioactive compounds isolated from medicinal plants (flavonoids, phenolic acids, stilbenes, and ketones) to specifically target the epigenome of tumor cells. The molecular events leading to transformation, angiogenesis, and dissemination are often complex, stochastic, and take turns. On the other hand, the decisive advances in genomics, epigenomics, transcriptomics, and proteomics have allowed, in recent years, for the mechanistic decryption of the molecular pathways of the cancerization process. This could explain the possibility of specifically targeting this or that mechanism leading to cancerization. With the plasticity and flexibility of epigenetic modifications, some studies have started the pharmacological screening of natural substances against different epigenetic pathways (DNA methylation, histone acetylation, histone methylation, and chromatin remodeling) to restore the cellular memory lost during tumor transformation. These substances can inhibit DNMTs, modify chromatin remodeling, and adjust histone modifications in favor of pre-established cell identity by the differentiation program. Epidrugs are molecules that target the epigenome program and can therefore restore cell memory in cancerous diseases. Natural products isolated from medicinal plants such as flavonoids and phenolic acids have shown their ability to exhibit several actions on epigenetic modifiers, such as the inhibition of DNMT, HMT, and HAT. The mechanisms of these substances are specific and pleiotropic and can sometimes be stochastic, and their use as anticancer epidrugs is currently a remarkable avenue in the fight against human cancers.
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Investigation of measurable residual disease in acute myeloid leukemia by DNA methylation patterns. Leukemia 2022; 36:80-89. [PMID: 34131280 PMCID: PMC8727289 DOI: 10.1038/s41375-021-01316-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 05/25/2021] [Accepted: 05/28/2021] [Indexed: 02/05/2023]
Abstract
Assessment of measurable residual disease (MRD) upon treatment of acute myeloid leukemia (AML) remains challenging. It is usually addressed by highly sensitive PCR- or sequencing-based screening of specific mutations, or by multiparametric flow cytometry. However, not all patients have suitable mutations and heterogeneity of surface markers hampers standardization in clinical routine. In this study, we propose an alternative approach to estimate MRD based on AML-associated DNA methylation (DNAm) patterns. We identified four CG dinucleotides (CpGs) that commonly reveal aberrant DNAm in AML and their combination could reliably discern healthy and AML samples. Interestingly, bisulfite amplicon sequencing demonstrated that aberrant DNAm patterns were symmetric on both alleles, indicating that there is epigenetic crosstalk between homologous chromosomes. We trained shallow-learning and deep-learning algorithms to identify anomalous DNAm patterns. The method was then tested on follow-up samples with and without MRD. Notably, even samples that were classified as MRD negative often revealed higher anomaly ratios than healthy controls, which may reflect clonal hematopoiesis. Our results demonstrate that targeted DNAm analysis facilitates reliable discrimination of malignant and healthy samples. However, since healthy samples also comprise few abnormal-classified DNAm reads the approach does not yet reliably discriminate MRD positive and negative samples.
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Zhao H, Lu J, Yan T, Han F, Sun J, Yin X, Chen L, Shen C, Wunderlich M, Yun W, Yang L, Chen L, Su D, Bohlander SK, Wang F, Mulloy JC, Li C, Chen J, Huang H, Jiang X. Opioid receptor signaling suppresses leukemia through both catalytic and non-catalytic functions of TET2. Cell Rep 2022; 38:110253. [DOI: 10.1016/j.celrep.2021.110253] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 09/24/2021] [Accepted: 12/21/2021] [Indexed: 01/12/2023] Open
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Czegle I, Gray AL, Wang M, Liu Y, Wang J, Wappler-Guzzetta EA. Mitochondria and Their Relationship with Common Genetic Abnormalities in Hematologic Malignancies. Life (Basel) 2021; 11:1351. [PMID: 34947882 PMCID: PMC8707674 DOI: 10.3390/life11121351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 11/29/2021] [Accepted: 11/29/2021] [Indexed: 11/16/2022] Open
Abstract
Hematologic malignancies are known to be associated with numerous cytogenetic and molecular genetic changes. In addition to morphology, immunophenotype, cytochemistry and clinical characteristics, these genetic alterations are typically required to diagnose myeloid, lymphoid, and plasma cell neoplasms. According to the current World Health Organization (WHO) Classification of Tumors of Hematopoietic and Lymphoid Tissues, numerous genetic changes are highlighted, often defining a distinct subtype of a disease, or providing prognostic information. This review highlights how these molecular changes can alter mitochondrial bioenergetics, cell death pathways, mitochondrial dynamics and potentially be related to mitochondrial genetic changes. A better understanding of these processes emphasizes potential novel therapies.
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Affiliation(s)
- Ibolya Czegle
- Department of Internal Medicine and Haematology, Semmelweis University, H-1085 Budapest, Hungary;
| | - Austin L. Gray
- Department of Pathology and Laboratory Medicine, Loma Linda University Health, Loma Linda, CA 92354, USA; (A.L.G.); (Y.L.); (J.W.)
| | - Minjing Wang
- Independent Researcher, Diamond Bar, CA 91765, USA;
| | - Yan Liu
- Department of Pathology and Laboratory Medicine, Loma Linda University Health, Loma Linda, CA 92354, USA; (A.L.G.); (Y.L.); (J.W.)
| | - Jun Wang
- Department of Pathology and Laboratory Medicine, Loma Linda University Health, Loma Linda, CA 92354, USA; (A.L.G.); (Y.L.); (J.W.)
| | - Edina A. Wappler-Guzzetta
- Department of Pathology and Laboratory Medicine, Loma Linda University Health, Loma Linda, CA 92354, USA; (A.L.G.); (Y.L.); (J.W.)
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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: 0.8] [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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