scholarly journals Single Cell Transcriptomic Analysis of the Histone H3 K27M Mutation in Pre-Leukemic Hematopoietic Stem Cells

Blood ◽  
2019 ◽  
Vol 134 (Supplement_1) ◽  
pp. 3773-3773
Author(s):  
Meaghan Boileau ◽  
Selin Jessa ◽  
Samantha Worme ◽  
Damien Faury ◽  
Nada Jabado ◽  
...  

Acute myeloid leukemia (AML) develops in a step-wise manner from pre-leukemic clonal expansion to full-blown disease driven by aberrant epigenetic changes. Indeed, regulators of the epigenome such as DNMT3A, TET2, IDH1/2, EZH2 and ASXL1 are often mutated in pre-leukemia and myeloid malignancies. We and others identified K27M/I mutations in histone H3 in AML (Boileau et al. Nat Commun, 2019; Lehnertz et al. Blood, 2017). We demonstrated that K27 mutations are found in pre-leukemic hematopoietic stem cells (HSCs), are enriched in secondary AML, expand the functional human HSC pool and increase leukemic aggressiveness. Transcriptomic and epigenomic analysis determined that K27 mutations alter gene expression through a global decrease in promoter H3K27 tri-methylation and a gene-specific increase in H3K27 acetylation in leukemic cells (Boileau et al. Nat Commun, 2019). Here, we have analyzed the effects of the K27M mutation on HSCs at the single-cell level to understand its role in pre-leukemic clonal expansion. Healthy CD34+CD38- human cord blood cells were transduced with HIST1H3H WT or K27M and injected intrafemorally into sub-lethally irradiated NSG mice. After 14 weeks, bone marrow cells from the femur were collected and sorted for CD34+ transduced (GFP+) cells. Single-cell transcriptomics were performed by generating gene expression libraries from ~8,000 CD34+ cells using the 10X Genomics technology and sequenced using HiSeq4000. We have performed initial clustering and dimensionality reduction (t-SNE and UMAP) and identified 10 and 11 distinct clusters in the WT and K27M samples, respectively. Gene sets distinguishing the individual clusters have been determined. Using published gene lists for primitive hematopoietic cell types, the clusters have been assigned to specific cell types such as HSC, granulocyte-monocyte progenitors (GMP), common myeloid progenitors (CMP), multi-lymphoid progenitors (MLP) and megakaryocyte-erythroid progenitors (MEP) (Laurenti et al. Nat Immunol, 2013). Preliminary joint clustering analysis indicates the presence of two distinct clusters for the WT and K27M samples that were both assigned as "HSCs" in individual clustering. Further analysis to identify the differences in the clusters and cell populations between WT and K27M samples is being performed and will be presented at this meeting. Overall, this single-cell transcriptomic analysis will aid in determining the mechanism of action of the K27M mutant histone in pre-leukemic HSC clonal expansion. In addition, we will be performing similar single-cell analysis on HSCs expressing mutant ASXL1 as a comparison. Further understanding of the role of mutations in epigenetic regulators, such as histone H3 and ASXL1, in pre-leukemic clonal hematopoiesis will provide valuable insight on how to better prevent and treat AML and other myeloid malignancies. Disclosures No relevant conflicts of interest to declare.

Blood ◽  
2019 ◽  
Vol 134 (Supplement_1) ◽  
pp. 2465-2465
Author(s):  
Ksenia Magidey ◽  
Ksenya Kveler ◽  
Rachelly Normand ◽  
Tongwu Zhang ◽  
Michael Timaner ◽  
...  

Metastasis is the major cause of death in cancer patients. Recent studies have demonstrated that the crosstalk between different host and tumor cells in the tumor microenvironment regulates tumor progression and metastasis. Specifically, immune cell myeloid skewing is a prominent promoter of metastasis. While previous studies have demonstrated that the recruitment of myeloid cells to tumors is a critical step in dictating tumor fate, the reservoir of these cells in the bone marrow (BM) compartment and their differentiation pattern has not been explored. Here we utilized a unique model system consisting of tumor cell clones with low and high metastatic potential (met-low and met-high, respectively) derived from melanoma and breast carcinoma cell lines. Hematopoietic stem cells (HSCs) and their early progenitor subset were defined as Lin-/Sca1+/CD117+, representing LSK cells. BM transplantation experiments using GFP-positive LSK cells derived from met-low and met-high tumor bearing mice were carried out to study lineage differentiation. The genetic signatures of LSK cells were analyzed by single cell RNA-sequencing (scRNA-seq). This analysis included unbiased automated annotation of individual cell types by correlating single-cell gene expression with reference transcriptomic data sets (SingleR algorithm) in order to evaluate the proportions of cell types in BM and reveal cell type-specific differentially expressed genes. Expression patterns of proteins originated from tumor cells were analyzed using a range of multi-omics techniques including nanostring, protein array, and mass spectrometry analysis. Tumor proteomic data was integrated with differential receptor expression patterns in BM cell types to reveal novel crosstalk between tumor cells and HSCs in the BM compartment. Mice bearing met-high tumors exhibited a significant increase in the percentage of LSK cells in the BM in comparison to tumor-free mice or mice bearing met-low tumors. These results were confirmed by functional CFU assays of peripheral blood of met-high compared to met-low tumor bearing mice. In addition, mice that underwent BM transplantation with GFP-positive LSK cells obtained from met-high inoculated donors exhibited an increased percentage of circulating GFP-positive myeloid cells in comparison to counterpart mice transplanted with LSK cells from met-low inoculated donors. Moreover, scRNA-seq analysis of LSK cells obtained from the BM of met-low and met-high tumor bearing mice revealed that met-high tumors induce the enrichment of monocyte-dendritic progenitor population (MDP), confirmed also by flow cytometry. To uncover the possible factors involved in myeloid programming of LSK cells, we performed a proteomic screen of tumor conditioned medium and integrated the results with the scRNA-seq data analysis. This analysis revealed that the IL-6-IL-6R axis is highly active in LSK-derived MDP cells from mice bearing met-high tumors. An adoptive transfer experiment using MDP-GFP+ cells obtained from BM of met-high tumor bearing mice demonstrated that met-high tumors directly dictate HSC fate decision towards myeloid bias, resulting in increased metastasis. Evidently, blocking IL-6 in mice bearing met-high tumors reduced the number of MDP cells, and consequently decreased metastasis. Our study reveals a unique crosstalk between tumor cells and HSCs. It provides new insight into the mechanism by which tumors contribute to the presence of supporting stroma. Specifically, tumors secreting IL-6 dictate a specific genetic signature in HSCs that programs them towards myeloid differentiation, thereby inducing a metastatic switch. Disclosures No relevant conflicts of interest to declare.


Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 907-907
Author(s):  
Elisa Laurenti ◽  
Sergei Doulatov ◽  
Sasan Zandi ◽  
Jing Chen ◽  
Craig April ◽  
...  

Abstract Abstract 907 The hematopoietic system is a highly regulated cellular hierarchy, responsible for the day-to-day production of mature blood cells which can be divided in two major lineages, myeloid and lymphoid. Hematopoietic stem cells (HSCs) have the unique ability to give rise to all hematopoietic cell types, by first generating lineage-commited progenitors which in turn will produce terminally differentiated cells. HSCs are characterized by their extensive self-renewal and differentiation capacities. While in mice the mechanisms underlying early HSC differentiation and lineage determination are well understood at the molecular level, very few transcription factors regulating lineage decisions have been identified in human hematopoiesis. Our group has recently established a novel cell sorting strategy for human HSCs and early lineage committed progenitors (Doulatov et al., Nature Immunology, 2010; Notta et al., Science, 2011) which uncovered the existence of a novel human multilymphoid progenitor (MLP). MLPs give rise to all lymphoid cell types, as well as dendritic cells and monocytic cells. Here we report a comprehensive analysis of gene expression at each developmental stage of the early human hematopoietic hierarchy, ranging from the long-term repopulating stem cells to lineage-restricted progenitors through multipotent progenitors such as MLP, CMP (common myeloid progenitor), GMP (granulocyte-monocyte progenitor) and MEP (megakaryocyte-erythroid progenitor). We show that hematopoietic specification is defined by a small number of global gene expression clusters that correspond to major biological lineages and that lineage programs in committed progenitors are paired with HSC-shared priming programs. HSCs display most extensive priming along the lympho-myeloid branch (MLP). In contrast early progenitors of the megakaryocytic/erythrocytic lineage form a distinct cluster, highly enriched for cell cycle genes. To identify regulators of each major developmental transition, we computationally extracted population-specific gene-sets (“signatures”). We then integrated transcription factor expression data and enrichment of transcription factors binding sites in the promoters of each “signature” to obtain a map of transcriptional regulators in the context of the developmental hierarchy. Based on this model, we selected more than 15 candidate genes for functional validation. We chose genes predicted to act either on lymphoid (MLP), myeloid (MLP, CMP) or erythroid (MEP) commitment. Among these, we investigated the function of BCL11a, a C2H2 zinc finger transcriptional repressor, which expression is primed in HSCs then peaks in the newly discovered MLP population, indicating a putative role in lymphocyte specification. Consistent with this hypothesis, BCL11a has been implicated in the development of B cell progenitors in mouse. When BCL11a was knocked down in cord blood derived hematopoietic stem cells and early progenitors, we observed reduced formation of cells committed to the B cell fate both in vitro and in an in vivo xenograft assay. BCL11a knock-down resulted in a partial block of B cell maturation at the proB to preB cell transition, that was accompanied by a decrease in the key B cell maturation transcription factor, Pax5. These preliminary results suggest that BCL11a directs B cell specification in human and that our genome-wide strategy not only provides a valuable resource for the hematology community but also allows identification of key regulators of early human lineage commitment. Disclosures: No relevant conflicts of interest to declare.


Blood ◽  
2006 ◽  
Vol 108 (11) ◽  
pp. 2534-2534
Author(s):  
Andrei V. Krivtsov ◽  
Matthew C. Stubbs ◽  
Renee Wright ◽  
Zhaohui Feng ◽  
Andrew L. Kung ◽  
...  

Abstract Recent experiments have demonstrated that MLL-translocation associated fusion proteins can transform either hematopoietic stem cells (HSC) or granulocyte macrophage progenitors (GMP) into leukemia stem cells. However, it may be that leukemogenic process differs when HSC are the cell of origin as compared to myeloid progenitors. We transduced either HSC or GMP with a retrovirus expressing MLL-AF9 and GFP followed by single cell sorting of transduced cells. Approximately 80% of singly sorted MLL-AF9 transduced GMP (MLL-AF9-GMP) and about 25% of MLL-AF9 transduced HSC (MLL-AF9-HSC) could be serially re-plated over 9 passages. Upon transplantation into syngeneic mice, 83% (n=12) of MLL-AF9-HSC single cell derived clones induced AML with a median latency 70 days. Approximately 30% (n=20) of MLL-AF9-GMP single cell derived clones induced AML, with median latency 112 days. When MLL-AF9-GMP single cell derived clones were co-infected with an empty retrovirus (to provide additional oncogenic events as a result of retroviral integration) before transplantation into recipient mice, 93% of the transplanted mice (n=15) developed AML with mean latency 65 days, similar to leukemia initiated from HSC. This suggests that either single GMP or HSC can be transformed into leukemia initiating cells. However, extra mutations appear to be required to induce leukemia from committed progenitors. Consistent with this hypothesis, southern blot analysis performed on leukemias initiated from 5,000 and 15,000 MLL-AF9 transduced HSC or GMP demonstrated polyclonal AML arising from HSC compared to oligoclonal AML arising from GMP. Next, we used bioluminescent imaging to follow disease kinetics. When 15,000 MLL-AF9 transduced HSC were injected into recipient mice, the disease accumulated in a linear fashion over 42 days. However, when 15,000 MLL-AF9 transduced GMP were injected the disease developed more slowly over 75 days. Immunophenotypic analysis of the resultant leukemias demonstrated that the HSC-derived and GMP-derived leukemias were quite similar, with a GMP-like population containing LSC in both cases. Globally, the two cell types were also very similar with their gene expression profile being more similar to GMP than any other progenitor or stem cell population. However, we found that in addition to the previously reported 363-gene “self-renewal associated signature” LSC derived from HSC also possessed high-level expression of genes such as Flt3, Mcl1, and Notch-1. Preliminary analysis also suggests that gene expression differences between HSC and GMP-derived leukemia stem cells may have prognostic significance in human AML. These data suggest that AML derived from different cells of origin, while globally quite similar, require a different number of genetic events, and have gene expression differences that may influence drug response.


2021 ◽  
Vol 8 (1) ◽  
Author(s):  
Xiuran Zheng ◽  
Dan Zhang ◽  
Mengying Xu ◽  
Wanqin Zeng ◽  
Ran Zhou ◽  
...  

AbstractHematopoietic stem cells (HSCs) lie at the top of the differentiation hierarchy. Although HSC and their immediate downstream, multipotent progenitors (MPP) have full multilineage differentiation capacity, only long-term (LT-) HSC has the capacity of long-term self-renewal. The heterogeneity within the HSC population is gradually acknowledged with the development of single-cell RNA sequencing and lineage tracing technologies. Transcriptional and post-transcriptional regulations play important roles in controlling the differentiation and self-renewal capacity within HSC population. Here we report a dataset comprising short- and long-read RNA sequencing for mouse long- and short-term HSC and MPP at bulk and single-cell levels. We demonstrate that integrating short- and long-read sequencing can facilitate the identification and quantification of known and unannotated isoforms. Thus, this dataset provides a groundwork for comprehensive and comparative studies on transcriptional diversity and heterogeneity within different HSC cell types.


PLoS ONE ◽  
2012 ◽  
Vol 7 (1) ◽  
pp. e30542 ◽  
Author(s):  
Jesús Ciriza ◽  
Dominique Hall ◽  
Alison Lu ◽  
Joseph Robert De Sena ◽  
Mufadhal Al-Kuhlani ◽  
...  

2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Lars Velten ◽  
Benjamin A. Story ◽  
Pablo Hernández-Malmierca ◽  
Simon Raffel ◽  
Daniel R. Leonce ◽  
...  

AbstractCancer stem cells drive disease progression and relapse in many types of cancer. Despite this, a thorough characterization of these cells remains elusive and with it the ability to eradicate cancer at its source. In acute myeloid leukemia (AML), leukemic stem cells (LSCs) underlie mortality but are difficult to isolate due to their low abundance and high similarity to healthy hematopoietic stem cells (HSCs). Here, we demonstrate that LSCs, HSCs, and pre-leukemic stem cells can be identified and molecularly profiled by combining single-cell transcriptomics with lineage tracing using both nuclear and mitochondrial somatic variants. While mutational status discriminates between healthy and cancerous cells, gene expression distinguishes stem cells and progenitor cell populations. Our approach enables the identification of LSC-specific gene expression programs and the characterization of differentiation blocks induced by leukemic mutations. Taken together, we demonstrate the power of single-cell multi-omic approaches in characterizing cancer stem cells.


2017 ◽  
Vol 53 ◽  
pp. S109-S110
Author(s):  
Xiaofang Wang ◽  
Fang Dong ◽  
Sen Zhang ◽  
Wanzhu Yang ◽  
Zhao Wang ◽  
...  

2020 ◽  
Author(s):  
Róbert Pálovics ◽  
Andreas Keller ◽  
Nicholas Schaum ◽  
Weilun Tan ◽  
Tobias Fehlmann ◽  
...  

Slowing or reversing biological ageing would have major implications for mitigating disease risk and maintaining vitality. While an increasing number of interventions show promise for rejuvenation, the effectiveness on disparate cell types across the body and the molecular pathways susceptible to rejuvenation remain largely unexplored. We performed single-cell RNA-sequencing on 13 organs to reveal cell type specific responses to young or aged blood in heterochronic parabiosis. Adipose mesenchymal stromal cells, hematopoietic stem cells, hepatocytes, and endothelial cells from multiple tissues appear especially responsive. On the pathway level, young blood invokes novel gene sets in addition to reversing established ageing patterns, with the global rescue of genes encoding electron transport chain subunits pinpointing a prominent role of mitochondrial function in parabiosis-mediated rejuvenation. Intriguingly, we observed an almost universal loss of gene expression with age that is largely mimicked by parabiosis: aged blood reduces global gene expression, and young blood restores it. Altogether, these data lay the groundwork for a systemic understanding of the interplay between blood-borne factors and cellular integrity.


2021 ◽  
Author(s):  
James Lok Chi Che ◽  
Daniel Bode ◽  
Iwo Kucinski ◽  
Alyssa H Cull ◽  
Fiona Bain ◽  
...  

Hematopoietic stem cells (HSCs) cultured outside the body are the fundamental component of a wide range of cellular and gene therapies. Recent efforts have achieved more than 200-fold expansion of functional HSCs, but their molecular characterization has not been possible due to the substantial majority of cells being non-HSCs and single cell-initiated cultures displaying substantial clone-to-clone variability. Using the Fgd5 reporter mouse in combination with the EPCR surface marker, we report exclusive identification of HSCs from non-HSCs in expansion cultures. Linking single clone functional transplantation data with single clone gene expression profiling, we show that the molecular profile of expanded HSCs is similar to actively cycling fetal liver HSCs and shares a gene expression signature with functional HSCs from all sources, including Prdm16, Fstl1 and Palld. This new tool can now be applied to a wide-range of functional screening and molecular experiments previously not possible due to limited HSC numbers.


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