scholarly journals Automated CUT&Tag profiling of chromatin heterogeneity in mixed-lineage leukemia

2020 ◽  
Author(s):  
Derek H. Janssens ◽  
Michael P. Meers ◽  
Steven J. Wu ◽  
Ekaterina Babaeva ◽  
Soheil Meshinchi ◽  
...  

AbstractAcute myeloid and lymphoid leukemias often harbor chromosomal translocations involving the Mixed Lineage Leukemia-1 gene, which encodes the KMT2A lysine methyltransferase. The most common translocations produce in-frame fusions of KMT2A to trans-activation domains of chromatin regulatory proteins. Here we develop a strategy to map the genome-wide occupancy of oncogenic KMT2A fusion proteins in primary patient samples regardless of fusion partner. By modifying the versatile CUT&Tag method for full automation we identify common and tumor-specific patterns of aberrant chromatin regulation induced by different KMT2A fusion proteins. Integration of automated and single-cell CUT&Tag uncovers lineage heterogeneity within patient samples and provides an attractive avenue for future diagnostics.

2021 ◽  
Author(s):  
Derek H. Janssens ◽  
Michael P. Meers ◽  
Steven J. Wu ◽  
Ekaterina Babaeva ◽  
Soheil Meshinchi ◽  
...  

AbstractAcute myeloid and lymphoid leukemias often harbor chromosomal translocations involving the KMT2A gene, encoding the KMT2A lysine methyltransferase (also known as mixed-lineage leukemia-1), and produce in-frame fusions of KMT2A to other chromatin-regulatory proteins. Here we map fusion-specific targets across the genome for diverse KMT2A oncofusion proteins in cell lines and patient samples. By modifying CUT&Tag chromatin profiling for full automation, we identify common and tumor-subtype-specific sites of aberrant chromatin regulation induced by KMT2A oncofusion proteins. A subset of KMT2A oncofusion-binding sites are marked by bivalent (H3K4me3 and H3K27me3) chromatin signatures, and single-cell CUT&Tag profiling reveals that these sites display cell-to-cell heterogeneity suggestive of lineage plasticity. In addition, we find that aberrant enrichment of H3K4me3 in gene bodies is sensitive to Menin inhibitors, demonstrating the utility of automated chromatin profiling for identifying therapeutic vulnerabilities. Thus, integration of automated and single-cell CUT&Tag can uncover epigenomic heterogeneity within patient samples and predict sensitivity to therapeutic agents.


Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 3546-3546
Author(s):  
Michael W.M. Kühn ◽  
Lars Bullinger ◽  
Jennifer Edelmann ◽  
Jan Krönke ◽  
Gröschel Stefan ◽  
...  

Abstract Abstract 3546 Rearrangements of the mixed lineage leukemia (MLL) gene are associated with the development of acute leukemia, and a variety of translocation partners have been described to date. In acute myeloid leukemia (AML), the translocation t(9;11)(p22;q23), resulting in the MLLT3-MLL fusion gene, is the most common genetic event involving MLL. The translocation t(9;11) can occur de novo, or as a consequence of previous chemotherapy (t-AML). Both types exhibit significant biological and clinical heterogeneity, and cooperating genetic events have been implicated underlying these heterogeneous phenotypes. To identify additional genomic abnormalities in AML with t(9;11), we performed high-resolution, genome-wide analysis of DNA copy number alterations (CNA) and copy neutral loss of heterozygosity (CN-LOH) using Affymetrix 6.0 single nucleotide polymorphism (SNP) microarrays in 34 AMLs with t(9;11) [de novo AML, n=22; t-AML, n=12]. Samples were also analyzed for AML-associated mutations: FLT3 [internal tandem duplication (ITD; 2/33); tyrosine kinase domain (TKD; 2/26)], NPM1 (0/28), CEBPA (0/23), IDH1 (0/28), IDH 2 (0/28), DNMT3A (0/19), NRAS (0/6); and deregulated expression of EVI1 (8/16). Control DNA from remission bone marrow or peripheral blood was available for paired analysis in 12 (33%) cases. Data were processed using reference alignment, dChipSNP, and circular binary segmentation. Paired analysis revealed a mean of 1.9 somatic CNAs per case (range: 0–12); 45% of cases lacked any CNAs. Deletions were more common than gains (1.73 losses/case vs. 0.25 gains/case; p =0.04). There were no significant differences in the mean number of CNAs between de novo and therapy-related cases (de novo AML: 1.0, range: 0–2; t-AML: 2.7, range: 0–12; p =0.93). Recurrent deletions were detected at chromosomal bands 7q36.1–36.2 (n=2) and at the chromosomal translocation breakpoint at 11q23 (n=2). The del(7q36.1–36.2) overlapped with a minimally deleted region at 7q36.1 that we previously identified in 8% of core-binding factor AML containing only 4 genes (PRKAG2, GALNT11, GALNTL5 and MLL3). The only gene contained in both regions was MLL3, a member of the mixed-lineage leukemia gene family. The most recurrent CNA was trisomy 8 (n=5), also detected by conventional cytogenetics in all 5 cases. Novel recurrent focal gains were identified at 9p22.1 (n=2; size: 341 Kb) and at 13q21.33-q22.1 (n=2; size: 1021 Kb) with each region containing genes potentially involved in cancer pathogenesis (ACER2 in 9p; KLF5 in 13q). Analysis of CN-LOH revealed no such lesion in any of the cases. In summary, our data provide a comprehensive survey of CNAs in a well characterized cohort of AMLs with t(9;11). These data demonstrate a very low occurrence of CNAs, with no significant differences between de novo and therapy-related cases and complete absence of CN-LOH. Interestingly, a number of novel recurrent secondary genetic alterations were identified. Determining the functional role of these lesions in leukemogenesis and drug resistance should provide new insights into t(9;11)-bearing AMLs. Disclosures: No relevant conflicts of interest to declare.


2003 ◽  
Vol 23 (8) ◽  
pp. 2942-2952 ◽  
Author(s):  
Zuqin Nie ◽  
Zhijiang Yan ◽  
Everett H. Chen ◽  
Salvatore Sechi ◽  
Chen Ling ◽  
...  

ABSTRACT The SWI/SNF family of chromatin-remodeling complexes has been discovered in many species and has been shown to regulate gene expression by assisting transcriptional machinery to gain access to their sites in chromatin. Several complexes of this family have been reported for humans. In this study, two additional complexes are described that belong to the same SWI/SNF family. These new complexes contain as many as eight subunits identical to those found in other SWI/SNF complexes, and they possess a similar ATP-dependent nucleosome disruption activity. But unlike known SWI/SNFs, the new complexes are low in abundance and contain an extra subunit conserved between human and yeast SWI/SNF complexes. This subunit, ENL, is a homolog of the yeast SWI/SNF subunit, ANC1/TFG3. Moreover, ENL is a fusion partner for the gene product of MLL that is a common target for chromosomal translocations in human acute leukemia. The resultant MLL-ENL fusion protein associates and cooperates with SWI/SNF complexes to activate transcription of the promoter of HoxA7, a downstream target essential for oncogenic activity of MLL-ENL. Our data suggest that human SWI/SNF complexes show considerable heterogeneity, and one or more may be involved in the etiology of leukemia by cooperating with MLL fusion proteins.


Blood ◽  
2015 ◽  
Vol 126 (23) ◽  
pp. 163-163
Author(s):  
Lili Chen ◽  
Yuqing Sun ◽  
Jingya Wang ◽  
Hui Jiang ◽  
Andrew G. Muntean

Abstract Rearrangements of the 11q23 locus account for ~70% of infant ALL and ~50% of infant AML1 and about 10% of leukemia overall. The prognosis for 11q23 patients is generally poor, however, outcomes vary depending on the fusion partner2. Rearrangements fuse the N-terminus of MLL with one of >70 different partner genes that includes both nuclear and cytoplasmic proteins. Despite the different intracellular localization of these partner proteins, to date, all studied MLL fusion proteins (MLL-FPs) localize to chromatin in the nucleus and drive aberrant transcriptional activation. Recent seminal work by a number of groups has revealed that several of the most common nuclear translocation partner genes (including AF9, ENL, AFF1 (AF4), AFF4 (AF5q31), AF10, AF17 and ELL) assemble into a transcriptional activation complex that includes p-TEFb and/or the histone H3K79 methyltransferase DOT1l. Translocation of MLL with members of this complex results in deregulated transcriptional activation of target genes. Conversely, oligomerization motifs are necessary for transformation following 11q23 translocation with a cytoplasmic partner. However, these mechanisms fail to explain different survival outcomes observed in patients. Further, the transcriptional programs induced in these diverse 11q23 leukemias are currently not well understood. In this study, we examined the genome wide expression profiles in leukemic cells transformed by several MLL-FPs representative of nuclear translocations [t(9;11) (MLL-AF9), t(10;11) (MLL-AF10) and t(11;19) (MLL-ENL)] or cytoplasmic translocations [t(1;11) (MLL-AF1p), t(6;11) (MLL-AF6) and t(11;17) (MLL-Gas7)]. Leukemia cell lines established from mouse bone marrow cells expressing these MLL-FPs proliferated at different rates and mice transplanted with the transformed cells develop leukemia with different latencies remarkably consistent with differences observed in patients harboring different MLL translocations. To elucidate differences in the gene programs induced by different MLL-FPs we performed genome wide expression profiling by RNA-sequencing. These data demonstrated that while the MLL-AF9 and MLL-ENL fusion proteins induce very similar gene programs, the cytoplasmic fusion proteins (MLL-AF6, MLL-AF1p and MLL-GAS7) all possess unique gene signatures. We then performed a pathway analysis comparing nuclear fusion proteins and cytoplasmic fusion proteins and discovered the Myc transcription factor program as one of the top distinguishing features. Myc overexpression significantly increased the growth rate of slow-growing cells that also had low intrinsic Myc, while the growth rate change of more highly proliferative cells was minimal. While all leukemic cell lines were sensitive to the BET inhibitor JQ1 which regulates c-Myc expression, greater sensitivity was observed in those with low c-Myc expression demonstrating the universal importance of this gene program. The Myc target and micro RNA binding protein Lin28B is also differentially expressed between nuclear and cytoplasmic fusions. Negative regulation of miR-150 by Lin28B was observed in all MLL-FP cell lines, which is necessarily downregulated in 11q23 leukemias. We then investigated another Lin28B microRNA target let-7. Interestingly, let-7g expression was significantly increased in MLL-FP transformed cells associated with the longest disease latency. These data demonstrate that differential activation of the c-Myc/Lin28 program accounts for changes in let-7g expression and is associated with MLL-FP disease latency. These data also suggest that patients harboring different 11q23 rearrangements will respond differentially to therapeutic targeting of c-Myc expression dependent on fusion partner. References: 1. Krivtsov AV, Armstrong SA. MLL translocations, histone modifications and leukaemia stem-cell development. Nature reviews Cancer. 2007;7(11):823-833. 2. Balgobind BV, Raimondi SC, Harbott J, et al. Novel prognostic subgroups in childhood 11q23/MLL-rearranged acute myeloid leukemia: results of an international retrospective study. Blood. 2009;114(12):2489-2496. Disclosures No relevant conflicts of interest to declare.


Blood ◽  
2007 ◽  
Vol 110 (3) ◽  
pp. 799-805 ◽  
Author(s):  
Luke F. Peterson ◽  
Anita Boyapati ◽  
Eun-Young Ahn ◽  
Joseph R. Biggs ◽  
Akiko Joo Okumura ◽  
...  

Abstract Nonrandom and somatically acquired chromosomal translocations can be identified in nearly 50% of human acute myeloid leukemias. One common chromosomal translocation in this disease is the 8q22;21q22 translocation. It involves the AML1 (RUNX1) gene on chromosome 21 and the ETO (MTG8, RUNX1T1) gene on chromosome 8 generating the AML1-ETO fusion proteins. In this review, we survey recent advances made involving secondary mutational events and alternative t(8;21) transcripts in relation to understanding AML1-ETO leukemogenesis.


2020 ◽  
Vol 27 (33) ◽  
pp. 5530-5542
Author(s):  
Xiaoqing Ye ◽  
Gang Chen ◽  
Jia Jin ◽  
Binzhong Zhang ◽  
Yinda Wang ◽  
...  

Mixed Lineage Leukemia 1 (MLL1), an important member of Histone Methyltransferases (HMT) family, is capable of catalyzing mono-, di-, and trimethylation of Histone 3 lysine 4 (H3K4). The optimal catalytic activity of MLL1 requires the formation of a core complex consisting of MLL1, WDR5, RbBP5, and ASH2L. The Protein-Protein Interaction (PPI) between WDR5 and MLL1 plays an important role in abnormal gene expression during tumorigenesis, and disturbing this interaction may have a potential for the treatment of leukemia harboring MLL1 fusion proteins. In this review, we will summarize recent progress in the development of inhibitors targeting MLL1- WDR5 interaction.


2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Sarah E. Pierce ◽  
Jeffrey M. Granja ◽  
William J. Greenleaf

AbstractChromatin accessibility profiling can identify putative regulatory regions genome wide; however, pooled single-cell methods for assessing the effects of regulatory perturbations on accessibility are limited. Here, we report a modified droplet-based single-cell ATAC-seq protocol for perturbing and evaluating dynamic single-cell epigenetic states. This method (Spear-ATAC) enables simultaneous read-out of chromatin accessibility profiles and integrated sgRNA spacer sequences from thousands of individual cells at once. Spear-ATAC profiling of 104,592 cells representing 414 sgRNA knock-down populations reveals the temporal dynamics of epigenetic responses to regulatory perturbations in cancer cells and the associations between transcription factor binding profiles.


2021 ◽  
Vol 9 (1) ◽  
Author(s):  
Rongqun Guo ◽  
Mengdie Lü ◽  
Fujiao Cao ◽  
Guanghua Wu ◽  
Fengcai Gao ◽  
...  

Abstract Background Knowledge of immune cell phenotypes, function, and developmental trajectory in acute myeloid leukemia (AML) microenvironment is essential for understanding mechanisms of evading immune surveillance and immunotherapy response of targeting special microenvironment components. Methods Using a single-cell RNA sequencing (scRNA-seq) dataset, we analyzed the immune cell phenotypes, function, and developmental trajectory of bone marrow (BM) samples from 16 AML patients and 4 healthy donors, but not AML blasts. Results We observed a significant difference between normal and AML BM immune cells. Here, we defined the diversity of dendritic cells (DC) and macrophages in different AML patients. We also identified several unique immune cell types including T helper cell 17 (TH17)-like intermediate population, cytotoxic CD4+ T subset, T cell: erythrocyte complexes, activated regulatory T cells (Treg), and CD8+ memory-like subset. Emerging AML cells remodels the BM immune microenvironment powerfully, leads to immunosuppression by accumulating exhausted/dysfunctional immune effectors, expending immune-activated types, and promoting the formation of suppressive subsets. Conclusion Our results provide a comprehensive AML BM immune cell census, which can help to select pinpoint targeted drug and predict efficacy of immunotherapy.


2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Qiu Sun ◽  
Alan Perez-Rathke ◽  
Daniel M. Czajkowsky ◽  
Zhifeng Shao ◽  
Jie Liang

AbstractSingle-cell chromatin studies provide insights into how chromatin structure relates to functions of individual cells. However, balancing high-resolution and genome wide-coverage remains challenging. We describe a computational method for the reconstruction of large 3D-ensembles of single-cell (sc) chromatin conformations from population Hi-C that we apply to study embryogenesis in Drosophila. With minimal assumptions of physical properties and without adjustable parameters, our method generates large ensembles of chromatin conformations via deep-sampling. Our method identifies specific interactions, which constitute 5–6% of Hi-C frequencies, but surprisingly are sufficient to drive chromatin folding, giving rise to the observed Hi-C patterns. Modeled sc-chromatins quantify chromatin heterogeneity, revealing significant changes during embryogenesis. Furthermore, >50% of modeled sc-chromatin maintain topologically associating domains (TADs) in early embryos, when no population TADs are perceptible. Domain boundaries become fixated during development, with strong preference at binding-sites of insulator-complexes upon the midblastula transition. Overall, high-resolution 3D-ensembles of sc-chromatin conformations enable further in-depth interpretation of population Hi-C, improving understanding of the structure-function relationship of genome organization.


Sign in / Sign up

Export Citation Format

Share Document