Single-Cell Analysis of Ploidy and Transcriptome Reveals Functional and Spatial Divergency in Murine Megakaryopoiesis

Blood ◽  
2021 ◽  
Author(s):  
Shu Sun ◽  
Chen Jin ◽  
Jia Si ◽  
Ying Lei ◽  
Kunying Chen ◽  
...  

Megakaryocytes (MKs), the platelet progenitor cell, play important roles in hematopoietic stem cell (HSC) maintenance and immunity. However, it is not known whether these diverse programs are executed by a single population or by distinct subsets of cells. Here, we manually-isolated primary CD41+ MKs from the bone marrow (BM) of mice and human donors based on ploidy (2N-32N), performed single-cell RNA sequencing analysis. We found that cellular heterogeneity existed within three distinct subpopulations possessing gene signatures related to platelet-generation, HSC niche interaction, and inflammatory responses, respectively. In situ immunostaining of mouse BM demonstrated that platelet-generation and HSC-niche related MKs were physically in close proximity to blood vessels and HSCs, respectively. Proplatelets, which could give rise to platelets under the blood shear forces, were predominantly formed on platelet-generation subset. Remarkably, the inflammatory responses subpopulation, consisting generally of low-ploidy LSP1+ and CD53+ MKs (≤8N), represented approximately 5% of total MKs in the BM. These MKs could specifically respond to pathogen infections in mice. Rapid expansion of this population was accompanied by strong upregulation of a pre-existing PU.1 and IRF-8-associated monocytic-like transcriptional program involved in pathogen recognition and clearance, as well as antigen presentation. Consistently, isolated primary CD53+ cells were capable to engulf and digest bacteria and to stimulate T cells in vitro. Together, our findings uncover new molecular, spatial, and functional heterogeneity within MKs in vivo and demonstrate the existence of a specialized MK subpopulation that may act as a new type of immune cell.

Blood ◽  
2019 ◽  
Vol 134 (Supplement_1) ◽  
pp. 5004-5004
Author(s):  
Fumio Nakahara ◽  
Sandra Pinho ◽  
Daniel K. Borger ◽  
Qiaozhi Wei ◽  
Maria Maryanovich ◽  
...  

Hematopoietic stem cells (HSCs) are maintained by bone marrow (BM) niches in vivo, but the ability of niche cells to maintain HSCs ex vivo is markedly diminished. Expression of niche factors (Scf, Cxcl12, Vcam1 and Angpt1) by Nestin-GFP+ mesenchymal-derived stem cells (MSCs) is downregulated upon culture and lose its effect of maintaining HSC in vitro, suggesting that transcriptional rewiring may contribute to this reduced potential in cultured MSCs. To gain further insight, we searched RNA sequencing data for transcriptional regulators that were highly expressed in Nestin-GFP+ stroma, revealing 40 potential candidates. We compared the expression of these genes by real-time quantitative PCR (qPCR) in freshly isolated Nestin-GFP+ or Nestin-GFP- BM CD45-Ter119-CD31- cells, with that of cultured Nestin-GFP+ stroma. These analyses yielded 28 candidate genes after the elimination of 12 genes due to non-specific expression or lack of downregulation after culture. We cultured stromal cells isolated from Scf-GFP knock-in mice in which GFP expression reflects endogenous Scf mRNA synthesis. Upon culture, GFP expression was rapidly downregulated in these cells, demonstrating the potential of using GFP to screen for factors capable of revitalizing niche activity in cultured MSCs. We generated lentiviral vectors expressing 28 selected genes and transduced the viral mixture into cultured stromal cells derived from Scf-GFP mice. Five days after transduction, we observed re-emergence of GFP+ cells and these GFP+ cells were sorted and plated in limiting dilutions to isolate single cell-derived clones. Using this approach, we generated 16 independent GFP+ single cell-derived clones. To determine the specific combination of genes that enables cultured stromal cells to regain their capacity to maintain and expand HSCs in vitro, lineage-negative (Lin-) BM cells were co-cultured with each single cell-derived clone or control stroma. Thus, we identified 5 transcription factors (Klf7, Ostf1, Xbp1, Irf3, and Irf7; KOXII) that restored HSC niche function in cultured BM-derived MSCs. These revitalized MSCs (rMSCs) exhibited enhanced synthesis of HSC niche factors while retaining their mesenchymal differentiation capacity. In contrast to HSCs co-cultured with control MSCs, HSCs expanded with rMSCs in vitro showed higher repopulation capacity and enabled lethally irradiated recipient mice to survive better. Competitive reconstitution assays revealed 7-fold expansion of functional HSCs by rMSCs. Moreover, rMSCs prevented the accumulation of DNA damage in cultured HSCs, a hallmark of ageing and replication stress. To investigate the revitalization mechanism, we performed ATAC-seq in freshly sorted Scf-GFP- CD45-Ter119-CD31- cells, Scf-GFP+ CD45-Ter119-CD31- cells, rMSCs and control vector-transduced stroma. We found that revitalization of MSCs led to 9,623 peaks of open chromatin in rMSCs when compared to control MSCs. Of these, 626 open peaks were also detected in freshly isolated Scf-GFP+ cells when compared to Scf-GFP- cells. Motif analyses of the sequence at these 626 peaks revealed that myocyte enhancer factor 2c (Mef2c) was among the most significantly enriched transcription regulators. Mef2c was also expressed at high levels in both rMSCs and freshly isolated Scf-GFP+ cells compared to control cultured MSCs and freshly isolated Scf-GFP- cells by RNA-seq and real-time qPCR. To evaluate the role of Mef2c in rMSCs, we knocked down Mef2c in rMSCs by short hairpin RNA lentiviral transduction (shMef2c). We found that the expression of niche factors (Scf, Cxcl12 and Vcam1) was reduced in shMef2c-transduced compared to parental rMSCs. In addition, shMef2c transduced-rMSCs exhibited reduced (by 43%) capacity to expand HSCs in co-culture compared to shCntrl transduced-rMSCs. These results suggest a role for Mef2c as a downstream effector mediating MSC revitalization. We are now exploring the method to make these rMSCs to form new niches in vivo. Our results suggest that combination of KOXII genes are able to fully restore the niche activity in MSCs ex vivo and establish a new platform that provides critical insight in the regulatory network of the HSC niche leading to the basis toward the engineering of supportive niches for curative cell therapies. Disclosures Wei: Albert Einstein College of Medicine, Inc: Patents & Royalties. Frenette:Albert Einstein College of Medicine, Inc: Patents & Royalties; Ironwood Pharmaceuticals: Research Funding; Cygnal Therapeutics: Equity Ownership; Pfizer: Consultancy.


Blood ◽  
2016 ◽  
Vol 128 (22) ◽  
pp. 566-566
Author(s):  
Arnav Mehta ◽  
Mati Mann ◽  
Monika Kowalczyk ◽  
Carl de Boer ◽  
Jun Wang ◽  
...  

Abstract Hematopoietic stem cells (HSCs) have the unique responsibility to produce balanced immune cell output throughout an organism's life. Importantly, they must do so robustly despite a plethora of external stress, including frequent inflammatory challenge. With age, the accumulation of these stresses leads to impaired HSC function and myeloid-biased output. Aged HSCs are also more prone to pathological hematopoiesis, such as myeloproliferative disorder, leukemia and autoimmune diseases. However, little is known about the subcellular mechanisms that govern the inflammatory response of HSCs with age, which in turn might contribute to pathologic transformation. We show that young hematopoietic stem and progenitor cells (HSPCs) demonstrate a robust transcriptional response to toll-like receptor (TLR) ligands. Interestingly, this response is similar to that of mature immune cell types such as dendritic cells. Using single-cell proteomic assays, we found that young HSPCs secrete a diverse array of myeloid and lymphoid cytokines. However, when challenged with TLR ligands in vivo, young mice acutely increase myeloid-biased output but return rapidly to baseline hematopoietic output of both lymphoid and myeloid cells. Moreover, inflammatory challenge of young long-term HSCs in vitro did not perturb the function and output of these cells in bone marrow reconstitution experiments. In contrast to their counterparts from young mice, we found HSPCs obtained from aged mice have a diminished ability to secrete cytokines in response to TLR ligands. Furthermore, they secrete a homogenous subset of myeloid-biased cytokines. When challenged with TLR ligands in vivo, aged mice acutely increased myeloid output and maintain elevated myeloid output for several months implying memory of the inflammatory challenge. Consistent with this, we also found that pre-stimulation of aged HSCs prior to bone marrow transplant results in a sustained increase in myeloid output compared to unstimulated aged HSCs. To elucidate the differential heterogeneity between young and aged HSPCs in response to TLR signaling, we next performed single-cell RNA sequencing (RNA-seq) experiments. We found that the sustained myeloid output in aged mice after TLR stimulation is largely due to expansion of a myeloid-biased HSC subset in the aged HSC pool. By characterizing the gene expression networks that define these myeloid-biased HSCs under stimulation conditions, we were then able to identify a myeloid-biased HSC subset in both the unperturbed young and aged HSC pools. Moreover, we found that these cells are more abundant in aged mice at steady-state, and that these HSCs demonstrate a unique response to inflammatory challenge. We further identify putative transcriptional regulators, including Klf4, Klf5, Ikzf1 and Stat3, among others, that define gene expression in these myeloid-biased HSCs. We further show that loss of function of these factors can differentially alter myeloid output in young and aged mice both in vitro and in vivo. Our results demonstrate that there is a differential response of young and aged HSCs to inflammatory signals. Using single-cell RNA-seq and protein secretion studies, we elucidate the molecular heterogeneity of the HSC pool at steady state and with TLR stimulation. By resolving heterogeneous subsets of cells in both the young and aged HSC pool, and by uncovering the transcriptional regulators that influence their function, we thus propose a new model of inflammatory hematopoiesis that may have implications to understanding age-related defects in immune development. Disclosures No relevant conflicts of interest to declare.


2021 ◽  
Author(s):  
Zixian Liu ◽  
Jinhong Wang ◽  
Miner Xie ◽  
Peng Wu ◽  
Yao Ma ◽  
...  

Hematopoietic stem cells (HSCs) have been considered to progressively lose their self-renewal and differentiation potentials prior to the commitment to each blood lineage. However, recent studies have suggested that megakaryocyte progenitors are generated at the level of HSCs. In this study, we newly identified early megakaryocyte lineage-committed progenitors (MgPs) in CD201-CD48- cells and CD48+ cells separated from the CD150+CD34-Kit+Sca-1+Lin- HSC population of the bone marrow in C57BL/6 mice. Single-cell transplantation and single-cell colony assay showed that MgPs, unlike platelet-biased HSCs, had little repopulating potential in vivo, but formed larger megakaryocyte colonies in vitro (on average eight megakaryocytes per colony) than did previously reported megakaryocyte progenitors (MkPs). Single-cell RNA-sequencing supported that these MgPs lie between HSCs and MkPs along the megakaryocyte differentiation pathway. Single-cell colony assay and single-cell RT-PCR analysis suggested the coexpression of CD41 and Pf4 is associated with megakaryocyte colony-forming activity. Single-cell colony assay of a small number of cells generated from single HSCs in culture suggested that MgPs are not direct progeny of HSCs. In this study, we propose a differentiation model in which HSCs give rise to MkPs through MgPs.


2019 ◽  
Author(s):  
Teresa G Krieger ◽  
Stephan M Tirier ◽  
Jeongbin Park ◽  
Tanja Eisemann ◽  
Heike Peterziel ◽  
...  

AbstractGlioblastoma multiforme (GBM) are devastating neoplasms with high invasive capacity. GBM has been difficult to study in vitro. Therapeutic progress is also limited by cellular heterogeneity within and between tumors. To address these challenges, we present an experimental model using human cerebral organoids as a scaffold for patient-derived glioblastoma cell invasion. By tissue clearing and confocal microscopy, we show that tumor cells within organoids extend a network of long microtubes, recapitulating the in vivo behavior of GBM. Single-cell RNA-seq of GBM cells before and after co-culture with organoid cells reveals transcriptional changes implicated in the invasion process that are coherent across patient samples, indicating that GBM cells reactively upregulate genes required for their dispersion. Functional therapeutic targets are identified by an in silico receptor-ligand pairing screen detecting potential interactions between GBM and organoid cells. Taken together, our model has proven useful for studying GBM invasion and transcriptional heterogeneity in vitro, with applications for both pharmacological screens and patient-specific treatment selection at a time scale amenable to clinical practice.


2021 ◽  
Vol 102 (10) ◽  
Author(s):  
Wisam-Hamzah Al Shujairi ◽  
Luke P. Kris ◽  
Kylie van der Hoek ◽  
Evangeline Cowell ◽  
Gustavo Bracho-Granado ◽  
...  

Viperin has antiviral function against many viruses, including dengue virus (DENV), when studied in cells in culture. Here, the antiviral actions of viperin were defined both in vitro and in a mouse in vivo model of DENV infection. Murine embryonic fibroblasts (MEFs) derived from mice lacking viperin (vip−/−) showed enhanced DENV infection, accompanied by increased IFN-β and induction of ISGs; IFIT1 and CXCL-10 but not IRF7, when compared to wild-type (WT) MEFs. In contrast, subcutaneous challenge of immunocompetent WT and vip−/− mice with DENV did not result in enhanced infection. Intracranial infection with DENV resulted in body weight loss and neurological disease with a moderate increase in mortality in vip−/− compared with WT mice, although this was not accompanied by altered brain morphology, immune cell infiltration or DENV RNA level in the brain. Similarly, DENV induction of IFN-β, IFIT1, CXCL-10, IRF7 and TNF-α was not significantly different in WT and vip−/− mouse brain, although there was a modest but significant increase in DENV induction of IL-6 and IfI27la in the absence of viperin. NanoString nCounter analysis confirmed no significant difference in induction of a panel of inflammatory genes in WT compared to vip−/− DENV-infected mouse brains. Further, polyI:C stimulation of bone marrow-derived macrophages (BMDMs) induced TNF-α, IFN-β, IL-6 and Nos-2, but responses were not different in BMDMs generated from WT or vip−/− mice. Thus, while there is significant evidence of anti-DENV actions of viperin in some cell types in vitro, for DENV infection in vivo a lack of viperin does not affect systemic or brain susceptibility to DENV or induction of innate and inflammatory responses.


Blood ◽  
2008 ◽  
Vol 111 (3) ◽  
pp. 1173-1181 ◽  
Author(s):  
Stefania Lymperi ◽  
Nicole Horwood ◽  
Stephen Marley ◽  
Myrtle Y. Gordon ◽  
Andrew P. Cope ◽  
...  

Abstract Osteoblasts are a key component in the regulation of the hematopoietic stem cell (HSC) niche. Manipulating osteoblast numbers results in a parallel change in HSC numbers. We tested the activity of strontium (Sr), a bone anabolic agent that enhances osteoblast function and inhibits osteoclast activity, on hematopoiesis. In vitro treatment of primary murine osteoblasts with Sr increased their ability to form bone nodules, and in vivo it increased osteoblast number, bone volume, and trabecular thickness and decreased trabecular pattern factor. However, the administration of Sr had no influence on primitive HSCs, although the number of hematopoietic progenitors was higher than in control cells. When Sr-treated mice were used as donors for HSC transplantation, no difference in the engraftment ability was observed, whereas hematopoietic recovery was delayed when they were used as recipients. Despite the changes in osteoblast numbers, no increment in the number of N-cadherin+ osteoblasts and N-cadherin transcripts could be detected in Sr-treated mice. Therefore, increasing the overall number and function of osteoblasts without increasing N-cadherin+ cells is not sufficient to enhance HSC quantity and function. Our study further supports the notion that N-cadherin+ osteoblasts are fundamental in the hematopoietic niche.


2010 ◽  
Vol 10 ◽  
pp. 818-831 ◽  
Author(s):  
Hiroyuki Seki ◽  
Takaharu Sasaki ◽  
Tomomi Ueda ◽  
Makoto Arita

Inflammation is the first response of the immune system to infection or injury, but excessive or inappropriate inflammatory responses contribute to a range of acute and chronic human diseases. Clinical assessment of dietary supplementation of ω-3 polyunsaturated fatty acids (i.e., eicosapentaenoic acid [EPA] and docosahexaenoic acid [DHA]) indicate that they have beneficial impact on these diseases, although the mechanisms are poorly understood at the molecular level. In this decade, it has been revealed that EPA and DHA are enzymatically converted to bioactive metabolites in the course of acute inflammation and resolution. These metabolites were shown to regulate immune cell functions and to display potent anti-inflammatory actions bothin vitroandin vivo. Because of their ability to resolve an acute inflammatory response, they are referred to as proresolving mediators, or resolvins. In this review, we provide an overview of the formation and actions of these lipid mediators.


2020 ◽  
Vol 22 (8) ◽  
pp. 1138-1149 ◽  
Author(s):  
Teresa G Krieger ◽  
Stephan M Tirier ◽  
Jeongbin Park ◽  
Katharina Jechow ◽  
Tanja Eisemann ◽  
...  

Abstract Background Glioblastoma (GBM) consists of devastating neoplasms with high invasive capacity, which have been difficult to study in vitro in a human-derived model system. Therapeutic progress is also limited by cellular heterogeneity within and between tumors, among other factors such as therapy resistance. To address these challenges, we present an experimental model using human cerebral organoids as a scaffold for patient-derived GBM cell invasion. Methods This study combined tissue clearing and confocal microscopy with single-cell RNA sequencing of GBM cells before and after co-culture with organoid cells. Results We show that tumor cells within organoids extend a network of long microtubes, recapitulating the in vivo behavior of GBM. Transcriptional changes implicated in the invasion process are coherent across patient samples, indicating that GBM cells reactively upregulate genes required for their dispersion. Potential interactions between GBM and organoid cells identified by an in silico receptor–ligand pairing screen suggest functional therapeutic targets. Conclusions Taken together, our model has proven useful for studying GBM invasion and transcriptional heterogeneity in vitro, with applications for both pharmacological screens and patient-specific treatment selection on a time scale amenable to clinical practice.


2020 ◽  
Author(s):  
Yun Gong ◽  
Junxiao Yang ◽  
Xiaohua Li ◽  
Cui Zhou ◽  
Yu Chen ◽  
...  

AbstractOsteoblasts are multifunctional bone cells, which play essential roles in bone formation, angiogenesis regulation, as well as maintenance of hematopoiesis. Although both in vivo and in vitro studies on mice have identified several potential osteoblast subtypes based on their different transition stages or biological responses to external stimuli, the categorization of primary osteoblast subtypes in vivo in humans has not yet been achieved. Here, we used single-cell RNA sequencing (scRNA-seq) to perform a systematic cellular taxonomy dissection of freshly isolated human osteoblasts. Based on the gene expression patterns and cell lineage reconstruction, we identified three distinct cell clusters including preosteoblasts, mature osteoblasts, and an undetermined rare osteoblast subpopulation. This novel subtype was mainly characterized by the nuclear receptor subfamily 4 group A member 1 and 2 (NR4A1 and NR4A2), and its existence was confirmed by immunofluorescence staining. Trajectory inference analysis suggested that the undetermined cluster, together with the preosteoblasts, are involved in the regulation of osteoblastogenesis and also give rise to mature osteoblasts. Investigation of the biological processes and signaling pathways enriched in each subpopulation revealed that in addition to bone formation, preosteoblasts and undetermined osteoblasts may also regulate both angiogenesis and hemopoiesis. Finally, we demonstrated that there are systematic differences between the transcriptional profiles of human osteoblasts in vivo and mouse osteoblasts both in vivo and in vitro, highlighting the necessity for studying bone physiological processes in humans rather than solely relying on mouse models. Our findings provide novel insights into the cellular heterogeneity and potential biological functions of human primary osteoblasts at the single-cell level, which is an important and necessary step to further dissect the biological roles of osteoblasts in bone metabolism under various (patho-) physiological conditions.


2021 ◽  
Vol 8 ◽  
Author(s):  
Eric Chang-Yi Lin ◽  
Shuoh-Wen Chen ◽  
Luen-Kui Chen ◽  
Ting-An Lin ◽  
Yu-Xuan Wu ◽  
...  

Glucosamine (GlcN) is the most widely consumed dietary supplement and exhibits anti-inflammatory effects. However, the influence of GlcN on immune cell generation and function is largely unclear. In this study, GlcN was delivered into mice to examine its biological function in hematopoiesis. We found that GlcN promoted the production of immature myeloid cells, known as myeloid-derived suppressor cells (MDSCs), both in vivo and in vitro. Additionally, GlcN upregulated the expression of glucose transporter 1 in hematopoietic stem and progenitor cells (HSPCs), influenced HSPC functions, and downregulated key genes involved in myelopoiesis. Furthermore, GlcN increased the expression of arginase 1 and inducible nitric oxide synthase to produce high levels of reactive oxygen species, which was regulated by the STAT3 and ERK1/2 pathways, to increase the immunosuppressive ability of MDSCs. We revealed a novel role for GlcN in myelopoiesis and MDSC activity involving a potential link between GlcN and immune system, as well as the new therapeutic benefit.


Sign in / Sign up

Export Citation Format

Share Document