Dataset Information

Hypomethylation of TET2 Target Genes Identifies a Curable Subset of Acute Myeloid Leukemia.

ABSTRACT:

Background

Acute myeloid leukemia (AML) is curable in a subset of cases. The DNA methylation regulator TET2 is frequently mutated in AML, and we hypothesized that studying TET2-specific differentially methylated CpGs (tet2-DMCs) improves AML classification.

Methods

We used bisulfite pyrosequencing to analyze the methylation status of four tet2-DMCs (SP140, MCCC1, EHMT1, and MTSS1) in a test group of 94 consecutive patients and a validation group of 92 consecutive patients treated with cytarabine-based chemotherapy. Data were analyzed with hierarchical clustering, Cox proportional hazards regression, and Kaplan-Meier analyses. All statistical tests were two-sided.

Results

In the test cohort, hierarchical clustering analysis identified low levels of tet2-DMC methylation in 31 of 94 (33%) cases, and these had markedly longer overall survival (median survival 72+ vs 14 months, P = .002). Similar results were seen in the validation cohort. tet2-DMC-low status was shown to be an independent predictor of overall survival (hazard ratio = 0.29, P = .0002). In The Cancer Genome Atlas (TCGA) dataset where DNA methylation was analyzed by a different platform, tet2-DMC-low methylation was also associated with improved outcome (median survival = 55 vs 15 months, P = .0003) and was a better predictor of survival than mutations in TET2, IDH1, or IDH2, individually or combined.

Conclusions

Low levels of tet2-DMC methylation define a subgroup of AML that is highly curable and cannot be identified solely by genetic and cytogenetic analyses.

SUBMITTER: Yamazaki J

PROVIDER: S-EPMC4862435 | biostudies-literature | 2015 Nov

REPOSITORIES: biostudies-literature

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Publications

Hypomethylation of TET2 Target Genes Identifies a Curable Subset of Acute Myeloid Leukemia.

Yamazaki Jumpei J Taby Rodolphe R Jelinek Jaroslav J Raynal Noel J M NJ Cesaroni Matteo M Pierce Sherry A SA Kornblau Steven M SM Bueso-Ramos Carlos E CE Ravandi Farhad F Kantarjian Hagop M HM Issa Jean-Pierre J JP

Journal of the National Cancer Institute 20151113 2

<h4>Background</h4>Acute myeloid leukemia (AML) is curable in a subset of cases. The DNA methylation regulator TET2 is frequently mutated in AML, and we hypothesized that studying TET2-specific differentially methylated CpGs (tet2-DMCs) improves AML classification.<h4>Methods</h4>We used bisulfite pyrosequencing to analyze the methylation status of four tet2-DMCs (SP140, MCCC1, EHMT1, and MTSS1) in a test group of 94 consecutive patients and a validation group of 92 consecutive patients treated ...[more]

PMID: 26568194

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Project description:BackgroundThe tet oncogene family member 2 (TET2) gene has been reported to be involved in DNA methylation and epigenetic regulation in acute myeloid leukemia (AML). Various studies have proven functional role of TET2 mutations in AML. We herein studied the frequency and genotype-phenotype correlation of TET2 gene in AML patients in Sindh, Pakistan.Patients and methodsThe current study was carried out at Liaquat University of Medical & Health Sciences, Jamshoro, Pakistan, in collaboration with National Institute of Blood Disease & Bone Marrow Transplant, Karachi, Pakistan, during the period from June 2019 to June 2020. A total of 130 patients diagnosed with AML were screened for TET2 mutations. Whole exome sequencing of 14 individuals was carried out to find the genetic variants in TET2 gene. The pathogenicity of the variants was predicted by SIFT, PolyPhen2, Mutation Taster and CADD Phred scores. The allele frequency of the variants was compared with global population using 1000 genomes project and Exome Aggregation Consortium (ExAC). Furthermore, exon 3 and exon 5 of the TET2 gene were sequenced by using Sanger sequencing. The findings were correlated with subtypes of AML and corresponding karyotypes.ResultsThrough the exome sequencing, 17 genetic variants (13 SNPs and four indels) were identified in 14 individuals. Of these, four variants that is, one frameshift deletion, one frameshift insertion and two nonsense variants were novel and not present in dbSNP151 database. Three novel variants were found in exon 3 including two frameshift variants that is, p.T395fs and G494fs, predicted as deleterious by CADD Phred scores, and one stop-gain variant (p.G898X) predicted as deleterious by Mutation Taster and CADD Phred scores. One novel non sense variant (p.Q1191X) was found in the exon 5 predicted as deleterious by SIFT, Mutation Taster and CADD Phred scores. Sanger sequencing analysis revealed one novel deletion at g105233851: del.TAGATAGA, and one novel SNP g;105233861 T>G identified in the TET2 gene. Majority of the exon 3 mutations were seen in the patients diagnosed with AML with maturation, and had a normal karyotype.ConclusionTET2 mutations were identified in around 16% of the total patients of our study indicating other mechanisms being involved in pathophysiology of AML in this cohort. The TET2 mutations provide a prognostic value in determining AML classification.

Project description:Epigenetic pathways regulate gene expression by controlling and interpreting chromatin modifications. Cancer cells are characterized by altered epigenetic landscapes and commonly exploit the chromatin regulatory machinery to enforce oncogenic gene expression programs. While chromatin alterations are, in principle, reversible and often amendable to drug intervention, the promise of targeting such pathways therapeutically has been hampered by our limited understanding of cancer-specific epigenetic dependencies. Here we describe a non-biased approach to probe epigenetic vulnerabilities in acute myeloid leukemia (AML) – an aggressive hematopoietic malignancy often associated with aberrant chromatin states. By screening a custom shRNA library targeting known chromatin regulators in a genetically defined AML mouse model, we identify the bromodomain-containing protein Brd4 as a critical requirement for disease maintenance. Suppression of Brd4 using shRNAs or the small-molecule inhibitor JQ1 led to robust anti-leukemic effects in vitro and in vivo, accompanied by terminal myeloid differentiation. Extensive evaluation of JQ1-sensitivity in primary human leukemia samples and in established cell lines revealed a broad activity of this compound against diverse AML subtypes. These effects are, at least in part, due to a requirement for Brd4 in maintaining Myc expression and promoting aberrant self-renewal. Together, our results indicate that Brd4 is a promising therapeutic target in AML and identify a small molecule that efficiently targets Myc. These findings also highlight the utility of RNAi screening as a discovery platform for revealing epigenetic vulnerabilities for direct pharmacologic intervention in cancer. In order to understand downstream targets of Brd4, we performed array in murine or human MLL-AF9/NrasG12D cell line under the condition that Brd4 was suppressed by using shRNAs or the small molecule inhibitor JQ1. To test the hypothesis that Myc might be an important target of Brd4, we performed arrary on murine ectopic Myc overexpression MLL-AF9/NrasG12D cell under JQ1 treatment.

Project description:Introduction: Acute myeloid leukemia (AML) is the most common type of leukemia in adults. However, there is a gap in understanding the molecular basis of the disease, partly because key genes associated with AML have not been extensively explored. In the current study, we aimed to identify genes that have strong association with AML based on a cross-species integrative approach. Methods: We used Weighted Gene Co-Expression Network Analysis (WGCNA) to identify co-expressed gene modules significantly correlated with human AML, and further selected the genes exhibiting a significant difference in expression between AML and healthy mouse. Protein-protein interactions, transcription factors, gene function, genetic regulation, and coding sequence variants were integrated to identify key hub genes in AML. Results: The cross-species approach identified a total of 412 genes associated with both human and mouse AML. Enrichment analysis confirmed an association of these genes with hematopoietic and immune-related functions, phenotypes, processes, and pathways. Further, the integrated analysis approach identified a set of important module genes including Nfe2, Trim27, Mef2c, Ets1, Tal1, Foxo1, and Gata1 in AML. Six of these genes (except ETS1) showed significant differential expression between human AML and healthy samples in an independent microarray dataset. All of these genes are known to be involved in immune/hematopoietic functions, and in transcriptional regulation. In addition, Nfe2, Trim27, Mef2c, and Ets1 harbor coding sequence variants, whereas Nfe2 and Trim27 are cis-regulated, making them attractive candidates for validation. Furthermore, subtype-specific analysis of the hub genes in human AML indicated high expression of NFE2 across all the subtypes (M0 through M7) and enriched expression of ETS1, LEF1, GATA1, and TAL1 in M6 and M7 subtypes. A significant correlation between methylation status and expression level was observed for most of these genes in AML patients. Conclusion: Findings from the current study highlight the importance of our cross-species approach in the identification of multiple key candidate genes in AML, which can be further studied to explore their detailed role in leukemia/AML.

Dataset Information

Hypomethylation of TET2 Target Genes Identifies a Curable Subset of Acute Myeloid Leukemia.

Background

Methods

Results

Conclusions

Publications

Hypomethylation of TET2 Target Genes Identifies a Curable Subset of Acute Myeloid Leukemia.

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