BACKGROUND The genetic alterations responsible for an adverse outcome in most patients with acute myeloid leukemia (AML) are unknown. METHODS Using massively parallel DNA sequencing, we identified a somatic mutation in DNMT3A, encoding a DNA methyltransferase, in the genome of cells from a patient with AML with a normal karyotype. We sequenced the exons of DNMT3A in 280 additional patients with de novo AML to define recurring mutations. RESULTS A total of 62 of 281 patients (22.1%) had mutations in DNMT3A that were predicted to affect translation. We identified 18 different missense mutations, the most common of which was predicted to affect amino acid R882 (in 37 patients). We also identified six frameshift, six nonsense, and three splice-site mutations and a 1.5-Mbp deletion encompassing DNMT3A. These mutations were highly enriched in the group of patients with an intermediate-risk cytogenetic profile (56 of 166 patients, or 33.7%) but were absent in all 79 patients with a favorable-risk cytogenetic profile (P<0.001 for both comparisons). The median overall survival among patients with DNMT3A mutations was significantly shorter than that among patients without such mutations (12.3 months vs. 41.1 months, P<0.001). DNMT3A mutations were associated with adverse outcomes among patients with an intermediate-risk cytogenetic profile or FLT3 mutations, regardless of age, and were independently associated with a poor outcome in Cox proportional-hazards analysis. CONCLUSIONS DNMT3A mutations are highly recurrent in patients with de novo AML with an intermediate-risk cytogenetic profile and are independently associated with a poor outcome. (Funded by the National Institutes of Health and others.)
AUTHOR CONTRIBUTIONS E.A. conceived and designed the experiments, collected the data, performed and interpreted the analyses, and wrote the manuscript. D.M.L and A.P.M planned experiments, and collected and analyzed data. I.K. conceived of and designed the hmMHC algorithm and performed analyses using it, and wrote the methodological description found in this manuscript. M.D. generated the KP9025 sarcoma cell line. A.M.L provided technical assistance and helped plan experiments using MHC class II tetramers. W.M. and C.F.L. planned, performed and analyzed mass spectrometry experiments. E.E. assisted with bioinformatics analyses. A.N.V. assisted with the generation of the CD4 + T cell hybridomas, and helped design and perform experiments using them. D.R. designed, collected, and analyzed data for experiments involving multi-color flow cytometry. J.P.W. provided technical support for MHC class I tetramer staining. M.M.G assisted in experiment planning. R.F.V.M. collected and analyzed data for experiments involving multi-color flow cytometry. C.D.A., K.C.F.S. and J.M.W. provided technical assistance throughout the study. A.C. collected data. K.W.W. provided mITGB1-MHC class II monomers and provided assistance in experimental design. T.J. provided support in experimental design and data analysis regarding the KP9025 sarcoma line. M.N.A. conceived and designed the hmMHC algorithm and provided bioinformatics support. E.R.U. provided assistance in experimental design. R.D.S. conceived experiments, interpreted data, and wrote the manuscript. All authors contributed to manuscript revision. R.D.S. is a cofounder, scientific advisory board member, stockholder, and royalty recipient of Jounce Therapeutics and Neon Therapeutics and is a scientific advisory board member for A2 Biotherapeutics, BioLegend, Codiak Biosciences, Constellation Pharmaceuticals, NGM Biopharmaceuticals and Sensei Biotherapeutics. K.W.W. serves on the scientific advisory board of Tscan Therapeutics and Nextechinvest and receives sponsored research funding from Bristol-Myers Squibb and Novartis; these activities are not related to the findings described in this publication. T.J. is a member of the Board of Directors of Amgen and Thermo Fisher Scientific. He is also a co-Founder of Dragonfly Therapeutics and T2 Biosystems. T.J. serves on the Scientific Advisory Board of Dragonfly Therapeutics, SQZ Biotech, and Skyhawk Therapeutics. None of these affiliations represent a conflict of interest with respect to the design or execution of this study or interpretation of data presented in this manuscript. Dr. Jacks's laboratory currently also receives funding from the Johnson & Johnson Lung Cancer Initiative and Calico, but this funding did not support the research described in this manuscript. DATA AVAILABILITY Nucleotide variant calls generated from cDNA capture sequencing of the T3 and KP9025 sarcoma lines and used in the prediction of antigens shown in Figure 1a, Extended Data Figure 3a-b, and Extended Data Figure 6b are available within the article as Supplem...
SUMMARY Macrophages are specialized to detect and destroy intracellular microbes and yet a number of pathogens have evolved to exploit this hostile niche. Here we demonstrate that the obligate intracellular parasite Toxoplasma gondii disarms macrophage innate clearance mechanisms by secreting a serine threonine kinase called ROP18, which binds to and phosphorylates immunity-related GTPases (IRGs). Substrate profiling of ROP18 revealed a preference for a conserved motif within switch region I of the GTPase domain, a modification predicted to disrupt IRG function. Consistent with this, expression of ROP18 was both necessary and sufficient to block recruitment of Irgb6, which was in turn required for parasite destruction. ROP18 phosphorylation of IRGs prevented clearance within inflammatory monocytes and IFN-γ-activated macrophages, conferring parasite survival in vivo and promoting virulence. IRGs are implicated in clearance of a variety of intracellular pathogens, suggesting that other virulence factors may similarly thwart this innate cellular defense mechanism.
Key Points• Decitabine treatment of in vitro expanded primary AML samples leads to global hypomethylation.• Highly methylated CpGs are most affected by decitabineinduced hypomethylation, with little influence on transcriptional activity.Acute myeloid leukemia (AML) is characterized by dysregulated gene expression and abnormal patterns of DNA methylation; the relationship between these events is unclear. Many AML patients are now being treated with hypomethylating agents, such as decitabine (DAC), although the mechanisms by which it induces remissions remain unknown. The goal of this study was to use a novel stromal coculture assay that can expand primary AML cells to identify the immediate changes induced by DAC with a dose (100nM) that decreases total 5-methylcytosine content and reactivates imprinted genes (without causing myeloid differentiation, which would confound downstream genomic analyses). Using array-based technologies, we found that DAC treatment caused global hypomethylation in all samples (with a preference for regions with higher levels of baseline methylation), yet there was limited correlation between changes in methylation and gene expression. Moreover, the patterns of methylation and gene expression across the samples were primarily determined by the intrinsic properties of the primary cells, rather than DAC treatment. Although DAC induces hypomethylation, we could not identify canonical target genes that are altered by DAC in primary AML cells, suggesting that the mechanism of action of DAC is more complex than previously recognized. (Blood. 2013;121(9):1633-1643) IntroductionAcute myeloid leukemia (AML) is a clonal hematopoietic neoplasm characterized by maturation arrest in the myeloid lineage. Treatment typically consists of induction chemotherapy with an anthracycline and cytarabine with the goal of achieving a complete remission, 1,2 followed by consolidation therapy. Despite these measures, the mortality rate of AML is still very high. Although recent genomic advances have improved our understanding of AML pathogenesis and risk stratification 3,4 the overall outcome is still dismal for most patients, and alternative treatment strategies are needed.One alternative approach for the treatment of AML and myelodysplastic syndromes (MDS) is the use of hypomethylating agents, including the cytosine analogs 5-azacytidine (AZA) and 5-aza-2Ј-deoxycytidine (decitabine; DAC). 5,6 These nucleosides are distinct from other cytosine analogs because they contain a pyrimidine ring modification that results in the covalent trapping of the maintenance DNA methyltransferase (DNMT1). This effect is cell-cycle dependent, because AZA and DAC must first be modified and incorporated into newly synthesized DNA; this leads to passive hypomethylation of DNA as cells divide, because of the depletion and degradation of DNMT1. 7,8 Exposure to these drugs is also associated with cellular differentiation 9,10 and cytotoxicity at higher doses. 11 Although the impact of DAC and AZA on acute myeloid leukemia cell lines ha...
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