Oncotarget · 2017 · 64 citations · 50 references
Life SciencesHematologyMolecular BiologyEpigeneticsEpigenomicsGene ExpressionCancer EpigeneticsCancer EpigenomicsChromatinDna MethylationDna Methylation ProfilingEpigenomic ProfilingAberrant Dna MethylationCell-type Specific MethylationDna Methylation MaintenanceDna Methylation ModulationGlobal Dna MethylationHistone MarksRepressive Chromatin MarksSite-specific Dna Methylation Markers
// Magnus Tobiasson 1, * , Hani Abdulkadir 1, * , Andreas Lennartsson 2 , Shintaro Katayama 2 , Francesco Marabita 3, 4 , Ayla De Paepe 1 , Mohsen Karimi 1 , Kaarel Krjutskov 2, 5, 6 , Elisabet Einarsdottir 2, 5 , Michael Grövdal 1 , Monika Jansson 1 , Asmaa Ben Azenkoud 1 , Lina Corddedu 2 , Sören Lehmann 1, 7 , Karl Ekwall 2 , Juha Kere 2, 5 , Eva Hellström-Lindberg 1, * and Johanna Ungerstedt 1, * 1 Center for Hematology and Regenerative Medicine, Department of Medicine Huddinge, Division of Hematology Karolinska Institutet, Karolinska University Hospital Huddinge, Huddinge, Sweden 2 Department of Biosciences and Nutrition, Karolinska Institutet, Stockholm, Sweden 3 Unit of Computational Medicine, Center for Molecular Medicine, Department of Medicine, Karolinska Institutet, Stockholm, Sweden 4 National Bioinformatics Infrastructure Sweden, Stockholm, Sweden 5 Molecular Neurology Research Program, University of Helsinki, and Folkhälsan Institute of Genetics, Helsinki, Finland 6 Competence Centre on Health Technologies, Tartu, Estonia 7 Department of Medical Sciences, Uppsala University, Uppsala, Sweden * These authors have contributed equally to this work Correspondence to: Magnus Tobiasson, email: johanna.ungerstedt@ki.se Keywords: MDS, azacitidine, epigenetics, DNA methylation, histone modifications Received: November 09, 2016     Accepted: February 01, 2017     Published: February 28, 2017 ABSTRACT Azacitidine (Aza) is first-line treatment for patients with high-risk myelodysplastic syndromes (MDS), although its precise mechanism of action is unknown. We performed the first study to globally evaluate the epigenetic effects of Aza on MDS bone marrow progenitor cells assessing gene expression (RNA seq), DNA methylation (Illumina 450k) and the histone modifications H3K18ac and H3K9me3 (ChIP seq). Aza induced a general increase in gene expression with 924 significantly upregulated genes but this increase showed no correlation with changes in DNA methylation or H3K18ac, and only a weak association with changes in H3K9me3. Interestingly, we observed activation of transcripts containing 15 endogenous retroviruses (ERVs) confirming previous cell line studies. DNA methylation decreased moderately in 99% of all genes, with a median β-value reduction of 0.018; the most pronounced effects seen in heterochromatin. Aza-induced hypomethylation correlated significantly with change in H3K9me3. The pattern of H3K18ac and H3K9me3 displayed large differences between patients and healthy controls without any consistent pattern induced by Aza. We conclude that the marked induction of gene expression only partly could be explained by epigenetic changes, and propose that activation of ERVs may contribute to the clinical effects of Aza in MDS.
50
International Scoring System for Evaluating Prognosis in Myelodysplastic Syndromes
Peter L. Greenberg, Christopher Cox, Michelle M. LeBeau et al. · Blood · 1997 · 4.5K citations · Full text
GOrilla: a tool for discovery and visualization of enriched GO terms in ranked gene lists
Eran Eden, Roy Navon, Israel Steinfeld et al. · BMC Bioinformatics · 2009 · 3.7K citations · Full text
Mapping and analysis of chromatin state dynamics in nine human cell types
Jason Ernst, Pouya Kheradpour, Tarjei S. Mikkelsen et al. · Nature · 2011 · 3.1K citations
Pierre Fenaux, Ghulam J. Mufti, Eva Hellström‐Lindberg et al. · The Lancet Oncology · 2009 · 2.6K citations · Full text