CFU-GM Research Articles

Single-Cell Transcriptomics Reveals Early Effects of Ionizing Radiation on Bone Marrow Mononuclear Cells in Mice.

Ionizing radiation exposure can cause damage to diverse tissues and organs, with the hematopoietic system being the most sensitive. However, limited information is available regarding the radiosensitivity of various hematopoietic cell populations in the bone marrow due to the high heterogeneity of the hematopoietic system. In this study, we observed that granulocyte-macrophage progenitors, hematopoietic stem/progenitor cells, and B cells within the bone marrow showed the highest sensitivity, exhibiting a rapid decrease in cell numbers following irradiation. Nonetheless, neutrophils, natural killer (NK) cells, T cells, and dendritic cells demonstrated a certain degree of radioresistance, with neutrophils exhibiting the most pronounced resistance. By employing single-cell transcriptome sequencing, we investigated the early responsive genes in various cell types following irradiation, revealing that distinct gene expression profiles emerged between radiosensitive and radioresistant cells. In B cells, radiation exposure led to a specific upregulation of genes associated with mitochondrial respiratory chain complexes, suggesting a connection between these complexes and cell radiosensitivity. In neutrophils, radiation exposure resulted in fewer gene alterations, indicating their potential for distinct mechanisms in radiation resistance. Collectively, this study provides insights into the molecular mechanism for the heterogeneity of radiosensitivity among the various bone marrow hematopoietic cell populations.

Burn Injury Results in Myeloid Priming during Emergency Hematopoiesis.

Hematopoiesis proceeds in a tiered pattern of differentiation, beginning with hematopoietic stem cells (HSC) and culminating in erythroid, myeloid, and lymphoid lineages. Pathologically altered lineage commitment can result in inadequate leukocyte production or dysfunctional cell lines. Drivers of emergency hematopoiesis after burn injury are inadequately defined. Burn injury induces a myeloid predominance associated with infection that worsens outcomes. This study aims to further profile bone marrow HSCs following burn injury in a murine model. C57BL/6 mice received burn or sham injury with ~12% total body surface area (TBSA) scald burn on the dorsal surface with subsequent sacrifice at 1, 2, 3, 7 and 10 days post-injury. Bone marrow (BM) from hindlimbs were analyzed for HSC populations via flow cytometry and analyzed using FlowJo Software (version 10.6). Event counts and frequencies were analyzed with multiple unpaired t-tests and linear mixed-effect regression. RT-PCR performed on isolated lineage negative BM cell RNA targeted PU.1, GATA-1, and GATA-3 with subsequent analysis conducted with QuantStudio 3 software. Statistical analysis and representation were performed on GraphPad software (Prism). Flow cytometry revealed significantly elevated proportions of Long-Term HSCs at 3 days post-injury (p < .05) and Short-Term HSCs at days 2, 3, and 10 (all p < .05) in burn-injured mice. There was a sustained, but not significant, increase in proportions in the multi-potent progenitor (MPP) 2 and 3 subpopulations in the burn cohort compared to sham controls. The common myeloid progenitor (CMP) proportion was significantly higher on days 3 and 10 (both p < .01), while the granulocyte-macrophage progenitor (GMP) proportion increased on days 1, 2, and 10 (p < .05, p < .01, p < .01). Although the megakaryocyte-erythrocyte progenitor (MEP) proportion appeared consistently lower in the burn cohort, this did not reach significance. mRNA analysis resulted in a downregulation of PU.1 on day 1 (p = 0.0002) with an upregulation by day 7 (p < 0.01). GATA-1 downregulation occurred by day 7 (p < 0.05), and GATA3 showed downregulation on days 3 and 7 (p < 0.05). Full-thickness burn results in an emergency hematopoiesis via proportional increase of Long Term-HSC and Short Term-HSC/MPP1 subpopulations beginning in the early post-injury period. Subsequent lineage commitment displays a myeloid predominance with a shift toward myeloid progenitors with mRNA analysis corroborating this finding with associated upregulation of PU.1 and downregulation of GATA-1 and GATA-3. Further studies are needed to understand how burn-induced emergency hematopoiesis may predispose to infection by pathologic lineage selection.

Computing cell state discriminates the aberrant hematopoiesis and activated microenvironment in Myelodysplastic syndrome (MDS) through a single cell genomic study

BackgroundMyelodysplastic syndrome (MDS) is a complicated hematopoietic malignancy characterized by bone marrow (BM) dysplasia with symptoms like anemia, neutropenia, or thrombocytopenia. MDS exhibits considerable heterogeneity in prognosis, with approximately 30% of patients progressing to acute myeloid leukemia (AML). Single cell RNA-sequencing (scRNA-seq) is a new and powerful technique to profile disease landscapes. However, the current available scRNA-seq datasets for MDS are only focused on CD34+ hematopoietic progenitor cells. We argue that using entire BM cell for MDS studies probably will be more informative for understanding the pathophysiology of MDS.MethodsFive MDS patients and four healthy donors were enrolled in the study. Unsorted cells from BM aspiration were collected for scRNA-seq analysis to profile overall alteration in hematopoiesis.ResultsStandard scRNA-seq analysis of unsorted BM cells successfully profiles deficient hematopoiesis in all five MDS patients, with three classified as high-risk and two as low-risk. While no significant increase in mutation burden was observed, high-risk MDS patients exhibited T-cell activation and abnormal myelogenesis at the stages between hematopoietic stem and progenitor cells (HSPC) and granulocyte–macrophage progenitors (GMP). Transcriptional factor analysis on the aberrant myelogenesis suggests that the epigenetic regulator chromatin structural protein-encoding gene HMGA1 is highly activated in the high-risk MDS group and moderately activated in the low-risk MDS group. Perturbation of HMGA1 by CellOracle simulated deficient hematopoiesis in mouse Lineage-negative (Lin-) BM cells. Projecting MDS and AML cells on a BM cell reference by our newly developed MarcoPolo pipeline intuitively visualizes a connection for myeloid leukemia development and abnormalities of hematopoietic hierarchy, indicating that it is technically feasible to integrate all diseased bone marrow cells on a common reference map even when the size of the cohort reaches to 1,000 patients or more.ConclusionThrough scRNA-seq analysis on unsorted cells from BM aspiration samples of MDS patients, this study systematically profiled the development abnormalities in hematopoiesis, heterogeneity of risk, and T-cell microenvironment at the single cell level.

Gasdermin D deficiency aborts myeloid calcium influx to drive granulopoiesis in lupus nephritis

Gasdermin D (GSDMD) is emerging as an important player in autoimmune diseases, but its exact role in lupus nephritis (LN) remains controversial. Here, we identified markedly elevated GSDMD in human and mouse LN kidneys, predominantly in CD11b+ myeloid cells. Global or myeloid-conditional deletion of GSDMD was shown to exacerbate systemic autoimmunity and renal injury in lupus mice with both chronic graft-versus-host (cGVH) disease and nephrotoxic serum (NTS) nephritis. Interestingly, RNA sequencing and flow cytometry revealed that myeloid GSDMD deficiency enhanced granulopoiesis at the hematopoietic sites in LN mice, exhibiting remarkable enrichment of neutrophil-related genes, significant increases in total and immature neutrophils as well as granulocyte/macrophage progenitors (GMPs). GSDMD-deficient GMPs and all-trans-retinoic acid (ATRA)-stimulated human promyelocytes NB4 were further demonstrated to possess enhanced clonogenic and differentiation abilities compared with controls. Mechanistically, GSDMD knockdown promoted self-renewal and granulocyte differentiation by restricting calcium influx, contributing to granulopoiesis. Functionally, GSDMD deficiency led to increased pathogenic neutrophil extracellular traps (NETs) in lupus peripheral blood and bone marrow-derived neutrophils. Taken together, our data establish that GSDMD deletion accelerates LN development by promoting granulopoiesis in a calcium influx-regulated manner, unraveling its unrecognized critical role in LN pathogenesis.

Mapping Lung Hematopoietic Progenitors: Developmental Kinetics and Response to Influenza A Infection.

The bone marrow is a specialized niche responsible for the maintenance of hematopoietic stem and progenitor cells during homeostasis and inflammation. Recent studies, however, have extended this essential role to the extramedullary and extravascular lung microenvironment. Here, we provide further evidence for a reservoir of hematopoietic stem and progenitor cells within the lung from Embryonic Day 18.5 until adulthood. These lung progenitors display distinct microenvironment-specific developmental kinetics compared with their bone marrow counterparts, exemplified by a rapid shift from a common myeloid to a megakaryocyte-erythrocyte progenitor-dominated niche with increasing age. In adult mice, influenza A viral infection results in a transient reduction in multipotent progenitors within the lungs, with a parallel increase in downstream granulocyte-monocyte progenitors and dendritic cell populations associated with acute viral infections. Our findings suggest that lung hematopoietic progenitors play a role in reestablishing immunological homeostasis in the respiratory mucosa, which may have significant clinical implications for maintaining pulmonary health after inflammatory perturbation.

An IL-10/DEL-1 axis supports granulopoiesis and survival from sepsis in early life

The limited reserves of neutrophils are implicated in the susceptibility to infection in neonates, however the regulation of neutrophil kinetics in infections in early life remains poorly understood. Here we show that the developmental endothelial locus (DEL-1) is elevated in neonates and is critical for survival from neonatal polymicrobial sepsis, by supporting emergency granulopoiesis. Septic DEL-1 deficient neonate mice display low numbers of myeloid-biased multipotent and granulocyte-macrophage progenitors in the bone marrow, resulting in neutropenia, exaggerated bacteremia, and increased mortality; defects that are rescued by DEL-1 administration. A high IL-10/IL-17A ratio, observed in newborn sepsis, sustains tissue DEL-1 expression, as IL-10 upregulates while IL-17 downregulates DEL-1. Consistently, serum DEL-1 and blood neutrophils are elevated in septic adult and neonate patients with high serum IL-10/IL-17A ratio, and mortality is lower in septic patients with high serum DEL-1. Therefore, IL-10/DEL-1 axis supports emergency granulopoiesis, prevents neutropenia and promotes sepsis survival in early life.

Met-Flow analyses of the metabolic heterogeneity associated with different stages of cord blood-derived hematopoietic cell differentiation.

The differentiation of hematopoietic cells is significantly affected by cell metabolic activity. However, despite increasing interest in this field, there has been no comprehensive investigation of the metabolic functions of human hematopoietic cells during specific phases of differentiation. Thus, this study was conducted to develop a method for comparing hematopoietic cell lineage differentiation based on the metabolic functions of the cell. The metabolic activity of human umbilical cord-derived hematopoietic cells was examined during various phases of differentiation, specifically, hematopoietic stem cells (HSCs), hematopoietic progenitor cells, and differentiated blood cells. This approach was used to develop comprehensive metabolic maps corresponding to the different stages. HSCs were found to have robust fatty acid (FA) synthesis, FA oxidation, pentose phosphate pathway (PPP) activity, and glucose uptake, shown by their significantly higher expression of ACAC, CPT1A, G6PD, and GLUT1 as compared to differentiated pluripotent progenitor cells, common myeloid progenitors, megakaryocyte erythroid progenitors, lympho-myeloid primed progenitors, and granulocyte-macrophage progenitor cell populations. In monocytic differentiation, higher levels of ACAC, ASS1, ATP5A, CPT1A, G6PD, GLUT1, IDH2, PRDX2, and HK1 protein expression were evident in classical and intermediate monocytes relative to non-classical monocytes, consistent with high anabolic and catabolic levels. Compared with myelocytes and mature cells, the meta-myelocyte and pro-myelocyte populations of granulocytes show significantly elevated levels of ACAC, ASS1, ATP5A, CPT1A, G6PD, IDH2, PRDX2, and HK. In contrast to naïve and regulatory B cells, pro-B cells had higher levels of oxidative phosphorylation, while regulatory B cells showed greater PPP activity, glucose uptake, and tricarboxylic acid cycle activity. The analyses of T cells also indicated significantly higher ACAC, ASS1, ATP5A, CPT1A, G6PD, GLUT1, IDH2, PRDX2, and HK1 expression levels in CD4+ populations compared with CD8+ populations. The results provide comprehensive analytical methods and reference values for future systematic studies into the metabolic functions of various cord blood-derived hematopoietic cell populations in different pathological or physiological conditions. These findings could also contribute to research on the connection between cellular metabolism and cancer or aging.

C/EBPβ-induced lymphoid-to-myeloid transdifferentiation emulates granulocyte-monocyte progenitor biology

CCAAT/enhancer-binding protein beta (C/EBPβ) induces primary v-Abl immortalized mouse B cells to transdifferentiate (BT, B cell transdifferentiation) into granulocyte-macrophage progenitor-like cells (GMPBTs). GMPBTs maintain cytokine-independent self-renewal, lineage choice, and multilineage differentiation. Single-cell transcriptomics demonstrated that GMPBTs comprise a continuum of myelomonopoietic differentiation states that seamlessly fit into state-to-fate maps of normal granulocyte-macrophage progenitors (GMPs). Inactivating v-Abl kinase revealed the dependence on activated CSF2-JAK2-STAT5 signaling. Deleting IRF8 diminished monopoiesis and enhanced granulopoiesis while removing C/EBPβ-abrogated self-renewal and granulopoiesis but permitted macrophage differentiation. The GMPBT culture system is easily scalable to explore the basics of GMP biology and lineage commitment and largely reduces ethically and legislatively debatable, labor-intensive, and costly animal experiments.

Arid1b Loss Impairs Hematopoietic Stem Cell Function in Normal Hematopoiesis

Switch Sugar Non- Fermenting (SWI/SNF) nucleosome remodeling complexes are multi subunits complexes that utilize the energy from ATP to remodel chromatin, affecting cellular processes on chromatin including that of gene transcription. SWI/SNF complexes play important roles in normal development and differentiation as well as in oncogenesis. ARID1 proteins, ARID1A and ARID1B, are unique and mutually exclusive subunits of the canonical SWI/SNF complex BRG-1/BRM Associated Factor (BAF) complex. Arid1a is the most frequently mutated SWI/SNF subunit in cancers and plays a vital role in hematopoiesis. Arid1b is also frequently mutated in cancers, and its loss promotes Acute Myeloid Leukemia leukemogenesis. However, its role in normal hematopoiesis is not known. In this study we used hematopoietic specific Cre strains, VavCre and Mx1Cre, to delete Arid1b in a mouse genetic model to study its role in normal hematopoiesis. Analysis of steady state hematopoiesis in the VavCre model showed no significant differences in complete blood count (CBC) between Arid1b fl/flVavCre+ and VavCre+ mice. Further, bone marrow (BM) cellularity was not significantly different between control and experimental mice. Flow cytometry analysis of the percentage of mature myeloid, B cell, or T cell populations in the peripheral blood (PB), BM, or spleen (SPL) did not show significant differences between Arid1b fl/flVavCre+ and VavCre+ control mice. Further, we did not observe any significant differences in percentages of hematopoietic stem and progenitor cells (HSPCs), including HSCs, common myeloid progenitors (CMPs), granulocyte macrophage progenitors (GMPs), megakaryocyte/erythrocyte progenitors (MEPs), and common lymphoid progenitors (CLPs) in the BM of Arid1b fl/flVavCre+ mice versus VavCre+ controls. Analysis of Mx1Cre model showed similar results. Taken together, these results suggest that Arid1b is dispensable for steady state hematopoiesis. To assess the effect of loss Arid1b in a regenerative setting, we conducted non-competitive and competitive transplantation experiments in VavCre and Mx1Cre models. We transplanted BM cells from Arid1b fl/flCre+ or Cre+ mice (CD45.2) into lethally irradiated recipient CD45.1 mice with (CD45.1 at 1:1 ratio) or without competitor cells for competitive or non-competitive transplantations respectively. In Mx1Cre model, deletion of Arid1b was induced 4 weeks after transplantation. We monitored donor chimerism in PB over time as well as in the BM and SPL at end point. In both VavCre and Mx1Cre non-competitive transplants, we did not observe significant differences in CBC or donor chimerism in mature cells between Arid1b fl/flCre+ and control Cre+ mice in the PB over time. Further, no significant differences were observed between knockout and control mice in donor chimerism in mature cell populations in the BM or SPL, nor HSPC populations in the BM at end point (24-28 weeks). Deletion of Arid1b in the BM was confirmed. These results indicate that Arid1b loss does not affect regenerative potential of HSPCs in a non-competitive setting. In our competitive transplants, we observed significant decreases in PB donor chimerism for both myeloid and B cell populations over time in Arid1b fl/flVavCre+ compared to VavCre+ controls. Further, we observed significant decreases in donor chimerism of mature myeloid cells and B cells in the BM and SPL, as well as HSCs, CMPs, GMPs, and MEPs in the BM of Arid1b fl/flVavCre+ mice compared to VavCre+ controls at endpoint. However, there seemed to be incomplete penetrance as the observed phenotype varied in cohorts of different donor mice and was not significant in all cohorts. A similar phenotype was observed in the Mx1Cre model with the exception of a trend, albeit insignificant, towards a decrease in donor derived mature B cell populations in Arid1b fl/flMx1Cre+ compared to Mx1Cre+ mice in PB, SPL, and BM and no significant difference in HSCs in the BM at end point (20 weeks). Deletion of Arid1b in the BM was confirmed in both models. Overall, our results suggest that Arid1b deficient HSCs can regenerate the hematopoietic system but have defects in competitive transplantations with incomplete penetrance. Further work is needed to address the observed incomplete penetrance phenotype in competitive transplantations, and to understand the mechanism behind the requirement of Arid1b in normal hematopoiesis.

The DPP4 Dependent Transcriptome Identifies Pathways to Improve Mouse Hematopoietic Cell Function

Hematopoietic cell transplantation (HCT) is a curative treatment for hematologic disorders wherein healthy donor hematopoietic stem (HSCs) and progenitor cells (HPCs) collected from bone marrow (BM), mobilized peripheral blood (PB) or umbilical cord blood (CB) reconstitute an ablated hematopoietic system. There is a strong need to enhance functional competency of HSCs/HPCs for HCT to prevent complications like graft versus host disease (GVHD), relapse, and graft failure. Dipeptidyl peptidase 4 (DPP4) is a protein that cleaves N-terminal dipeptides from hematopoietic factors, impacting their function. Inhibition of DPP4 improves HSC/HPC competency in mouse models of HCT and clinically speeds neutrophil recovery after CB transplantation and reduces incidences of GVHD after PB transplantation. Thus, DPP4 inhibition is a viable component of a multi-pronged strategy to improve engraftment and prevent GVHD. While DPP4 inhibition improved early neutrophil recovery in clinical trials, the effects were modest, required high dose treatment, and effects on platelet recovery were unclear. Examining mechanisms by which DPP4 inhibition drives HSC/HPC functional competency may yield insight into targets that can enhance DPP4 driven improvements to HCT. We harvested BM from mice treated with the DPP4 inhibitor Diprotin A (DPA) and sorted immunophenotypically defined HSCs, multipotent progenitors (MPPs), common myeloid progenitors (CMPs), and granulocyte-macrophage progenitors (GMPs) for transcriptomic analysis. Linear modeling to examine differential gene expression controlling for cell type revealed that DPP4 inhibition gave strong enrichment of gene programs associated with mitochondrial function. Using a mitochondrial stress test and the Seahorse metabolic flux analyzer, we found that lineage depleted mouse BM cells treated ex vivo with DPA had lower basal oxygen consumption rates and spare respiratory capacity. These seemingly paradoxical data are consistent with reports that highly functional HSCs have higher mitochondrial mass but exhibit less mitochondrial activity. Thus, DPP4 inhibition may preserve high levels of functional competency by reducing cellular dependence on oxidative phosphorylation. To examine DPP4 inhibition effects on individual subpopulations of HSCs/HPCs, we modeled each cell type separately for differential gene expression. We found that gene programs associated with neutrophil development were significantly enriched in HSCs and MPPs from mice treated with DPA, including genes Elane, Lcn2, Prtn3 and Ctsg/h, concomitant with downregulation of platelet development programs in HSCs and GMPs from mice treated with DPA, including genes Gp6/9, P2ry12 and Clec1b. This suggests that DPP4 drives improved engraftment in part by priming HSCs/HPCs for neutrophil recovery but does not enhance platelet development. We then sought to target a platelet activating pathway in combination with DPP4 inhibition to improve HCT. Recipient mice were treated on days -2, -1, and 0 with 75 mg/kg DPA and day 0 with 50 µg/kg and days 1, 3, 5, and 7 with 25 µg/kg recombinant human Thrombopoietin (TPO), a platelet activating agonist. On day -1 mice were lethally irradiated and transplanted via tail vein with 2.5x10 5 whole BM donor cells on day 0. Complete blood counts 2 weeks following transplantation showed that mice treated with DPA alone exhibited worse platelet recovery, in line with our transcriptomic data. However, mice treated with the combination of DPA and TPO exhibited significantly better platelet recovery than vehicle controls and DPA alone. Further, neutrophil recovery trended towards improved recovery in the combination treatment compared to the single agent treatments. Flow cytometry of the PB revealed no differences in BM homing or in donor PB chimerism one month following HCT in the combination treatment compared to single agents (though all treatments showed improved homing over vehicle controls), suggesting the primary effects were on early recovery and not on initial or long-term engraftment. These data elucidate the DPP4 dependent transcriptome in the hematopoietic compartment, providing molecular insights into genes that drive enhanced functional competency of HSCs/HPCs. We also demonstrate that the DPP4 dependent transcriptome can reveal gene programs that can be targeted in combination to provide additive improvement on transplantation recovery.

Single-Cell RNA Sequencing Identifies Distinct Immune Microenvironment in Patients with Primary Plasma Cell Leukemia

Background: Primary plasma cell leukemia (PCL) is a highly aggressive form of multiple myeloma (MM). While recent advances in cellular immunotherapy have significantly improved the outcome of patients with MM, these benefits have been limited for PCL patients, and their survival remains poor. This is in partly attributable to our limited understanding of the dysregulated immune microenvironment in PCL. Furthermore, distinct biological features of PCL compared with MM have not been clearly defined. In this regard, we performed single-cell RNA sequencing of bone marrow (BM) immune cells and tumor cells from patients with MM and PCL at diagnosis and compared them with BM immune cells from healthy donors. Methods: Single-cell analysis was performed using 10X Genomics with BM mononuclear cells (BMMCs) isolated from healthy donors (n=3), MM patients (n=2), PCL patients with lower circulating plasma cells (5-20%) (PCL-1) (n=2), and PCL patients with higher circulating plasma cells (&amp;gt;20%) (PCL-2) (n=2) at diagnosis. Sequencing files were processed with CellRanger (10x Genomics) and the data were analyzed with the Seurat toolkit. Cell types were annotated with SingleR based on the Human Primary Cell Atlas built-in references. Pre-B cells, B cells, plasmablasts, plasma cells, granulocyte/macrophage progenitors (GMPs), hematopoietic stem and progenitor cells (HSPCs), myeloid dendritic cells (mDCs) and plasmacytoid dendritic cells (pDCs), classical monocytes, non-classical monocytes, T cells, natural killer (NK) cells, and stromal cells between healthy donors, MM, PCL-1, and PCL-2 were annotated. Results: We sequenced a total of 85,268 BMMCs to analyze the heterogeneity and transcriptomic features of BMMCs from healthy, MM, and PCL patients. We characterized changes in the transcriptomic features of T cells, NK cells, monocytes, and DCs between healthy, MM, PCL-1, and PCL-2. We examined CD8 + and CD4 + T cell subsets based on differentiation status, including CCR7 + CD45RA + naïve (TN), CCR7 + CD45RA − central memory T (TCM), CCR7 − CD45RA − effector memory (TEM), and CCR7 − CD45RA + terminally differentiated effector memory T (TEMRA) cells. The proportion of CD8 + TN was decreased in MM, PCL-1, and PCL-2 compared with healthy, while the proportion of TEM was increased in MM and PCL-2 compared with healthy. Of note, the proportion of CD8 + NKG7 + cells was highest in PCL-2, followed by PCL-1 and MM, which were minimally detected in healthy. Among CD4 + T cells, the proportion of regulatory T cells did not differ between the groups. However, cytotoxic CD4 + T cells was increased in MM, PCL-1, and PCL-2 compared with healthy. Analysis of NK cells revealed that the proportion of immature NK cells was decreased, while the proportion of mature NK cells was increased in patients with MM, PCL-1, and PCL-2 compared with healthy. We also examined the plasma cells and observed that diversity in plasma cell types is increased in PCL-1 and PCL-2 compared with MM, indicating that the PCL clone is heterogeneous. Conclusion: We demonstrate the characteristics of BM immune cells in PCL by single-cell RNA sequencing. Additional analyses are ongoing to uncover the association between PCL burden and BM immune cell composition and to gain insight into PCL heterogeneity and define high-risk PCL. Our work should improve our understanding to decipher therapeutic options for PCL.

Early Generation Telomerase Deficient Mice to Investigate Clonal Hematopoiesis in Aging

Clonal hematopoiesis is an age-associated condition characterized by the expansion of hematopoietic stem cell (HSC) pools with somatic mutations, observed in 10-30% of individuals older than 70 years. This phenomenon is primarily driven by mutations in transcriptional regulators such as DNMT3A, TET2, and ASXL1. While the clonal expansion of mutated HSCs is ubiquitous with age, it appears largely benign in the absence of strong selective pressures. These benign clones might compensate for the loss of regenerative HSC capacity during aging, and skew differentiation towards the myeloid lineage. Telomere erosion plays a significant role in this process. Telomeres normally prevent the activation of the DNA damage response (DDR) machinery. However, with each cell division, telomeres shorten until they reach a critical length, eventually leading to apoptosis or senescence. Previous studies have suggested a potential involvement of telomere attrition in the development of clonal hematopoiesis (Hinds et al. Blood 2016; Zink et al. Blood 2017). Late generation telomerase deficient (Terc-/- G5) mice develop premature bone marrow failure and mortality, however earlier generation Terc-/- G3 (3 homozygous crosses) have shortened telomeres but appear relatively normal. Importantly, inhibitors of telomerase have recently entered clinical trials for haematological malignancies and therefore understanding the long-term effects of telomerase inhibition is important. By studying the interplay between telomere attrition, HSC aging, and the development of CHIP, we aim to gain insights into the mechanisms underlying age-associated hematopoietic changes and their potential clinical implications. We examined young (age 8-10 week) and aged (10-12 month) Terc-/- G3 mice. Telomere lengths were significantly reduced in bone marrow cells from young Terc G3 (15 kb) when compared to wild-type mice (30 kb) with mild reduction in BM cellularity. Absolute long-term HSC numbers were reduced, as were megakaryocyte erythroid progenitors, but there was preservation of granulocyte macrophage progenitors and common myeloid progenitors. Spleen progenitor numbers were not affected. In comparison, aged (10-12 months old) Terc G3 mice showed enhanced differentiation skewing in the peripheral blood with significantly increased myeloid (n = 8 wt; n = 12 Terc ko; p = 0.0004) and concomitantly reduced B cell (p = 0.0002) and T cell (p = 0.0320) populations. There was marked mobilization of bone marrow progenitors to the spleen, most notably GMP (p = 0.0004) but also MEP and CMP in aged Terc G3. Furthermore, aged Terc G3 ko now exhibited marked reduction in bone marrow CMP (p &amp;lt; 0.0001) and MEP (p &amp;lt; 0.0001), but skewing towards GMP (p&amp;lt;0.001) resulting in normal total GMP numbers, but markedly reduced CMP and MEP numbers (p &amp;lt; 0.0001). Compared to young Terc G3 mice, the aged Terc G3 mice had relative expansion of the BM LT-HSC population, and therefore normal numbers of BM LT-HSC compared to aged matched controls. Aged Terc G3 BM LTHSC have been isolated for gene expression and clonality analysis. Together, these findings are consistent with accelerated aging in G3 Terc-/- mice, providing a model for examining clonal hematopoiesis. In order to assess the cell intrinsic function of Terc G3 LTHSC, we next performed non-competitive bone marrow transplantation experiments from Terc ko or wild-type donors into lethally irradiated young wild-type recipients (n = 9 per group), and analysed these at 4 months post-transplant. There was reduced, but stable reconstitution by Terc G3 cells, consistent with previous competitive bone marrow transplants in Terc G3 (Bruedigam et al. Cell Stem Cell 2014). We observed a similar reduction in bone marrow cellularity in Terc ko transplanted recipients (p = 0.003). Lineage skewing was less pronounced but CMP percentages were significantly reduced in Terc ko compared to wild-type conditions (p = 0.03). In contrast to primary mice, mobilization of progenitors to the spleen was not observed, suggesting that this finding was ameliorated by normal bone marrow and splenic supporting cells. The aged G3 Terc ko model faithfully recapitulates the haematopoietic phenotype of aging in humans and we propose to utilise this model to further our understanding of the mechanisms and physiological consequences of clonal hematopoiesis, to eventually help identify strategies to mitigate its clinical consequences.

Spatially Resolved Transcriptomics Unveils Unique T-Cell Dysfunctional States and Prognostic Gene Expression Signatures in TP53-Mutated Acute Myeloid Leukemia

Introduction Somatic TP53 mutations and 17p deletions with genomic loss of TP53 occur in 8% to 10% of AML and correlate with primary induction failure, high risk of relapse, and dismal prognosis. We have previously shown that TP53 abnormalities are associated with a pro-inflammatory and immunosuppressive tumor microenvironment (TME), including high CD274 and FoxP3 expression, with dysfunctional natural killer (NK)/CD8 + T-cell states and with response to flotetuzumab, a CD123 × CD3 bispecific T-cell engager. In the current study, we explore the cellular neighborhoods of TP53-mutated ( TP53-m) AML using spatially resolved transcriptomics and we employ machine learning to identify prognostic RNA signatures. Methods We analyzed the expression of &amp;gt;1,800 immune and TME genes in bone marrow (BM) formalin-fixed paraffin-embedded (FFPE) sections (5-µm) from a discovery cohort of 11 patients with chemotherapy-naïve AML (N=5 TP53-m and N=6 TP53-wt cases) using the GeoMx™ Digital Spatial Profiling (DSP) platform (Cancer Transcriptome Atlas with next generation sequencing read-out; NanoString Technologies, Seattle, WA). Imaging was performed at 20× magnification and a total of 151 circular regions of interest (ROIs) with a 300-600 µm diameter were selected (Fig. 1A). We then generated a ROI-by-gene count matrix for deconvolution and downstream pathway analysis. For each ROI, enrichment scores reflecting immune senescence/dysfunction and leukemia stemness were calculated with gene set variation analysis (GSVA), using a manually curated compendium of published gene signatures as input. We also employed public bulk and single-cell RNA-sequencing (sc-RNA-seq) AML cohorts for in silico modeling and validation. Results We initially captured transcripts from ROIs of TP53-m and TP53-wt AML with varying degrees of BM infiltration with T cells (CD3 hotspots) and AML blasts, and we found that TP53-m is enriched in T cell-specific, type I/II interferon (IFN) and pro-inflammatory genes ( IL1B), as well as leukemia stem cell (LSC)-related gene programs (LSC17). After dichotomizing ROIs based on a median split of CD3D RNA expression, we observed that T-cell low ROIs express higher levels of monocyte-macrophage and myeloid derived suppressor cell (MDSC)-related genes, including S100A9 and S100A8. These findings point to previously unappreciated links between BM infiltration with immune-modulatory myeloid cell types and leukemia stemness / T-cell abundance. We then tested for differential cell density in neighborhoods (regions of transcriptionally similar cells) across TP53-m and TP53-wt AML using MiloR in a sc-RNA-seq AML dataset annotated by cell type (N=42 cases, of which N=3 with TP53-m; Lasry A, et al. Nat. Cancer 2023). This orthogonal approach highlighted a significantly higher frequency (FDR &amp;lt;0.05) of multipotent and granulocyte-macrophage progenitor neighborhoods in TP53-m AML, alongside suppression of adaptive immune system pathways (Fig. 1B). We next inferred active receptor-ligand pairs mediating the crosstalk between T cells and leukemic blasts in the TME of TP53-m AML, and we uncovered decreased MHC class I/II-mediated signaling, curbed CD8 +/CD4 + T cell-to-AML interactions and enhanced CD6/ CDCP1( CD318) signaling (Fig. 1C). We also found that CD8 + and CD4 + T cells from TP53-m AML are enriched in effector memory (T EM) / terminally differentiated effector memory (T EMRA) and regulatory T-cell gene programs, respectively, compared with their cellular counterparts from TP53-wt patients (Fig. 1D). In particular, T EM cells from TP53-m AML expressed genes known to regulate T-cell dysfunctionality, foremost PRDM1, and transcription factors ( ZEB2) expected to drive the differentiation of killer cell lectin-like receptor (KLR) + exhausted T-cell states with residual cytolytic potential. Finally, we applied the least absolute shrinkage and selection operator (LASSO) statistical method for feature selection to our discovery AML dataset, and we constructed a TP53-m-related ‘spatial metagene’ that predicted poor overall survival in TCGA-LAML (N=170) and Beat-AML2 cases (N=444; Fig. 1E). Conclusions Spatial gene programs of leukemia stemness, T-cell dysfunction and immune suppression are enriched in TP53-m AML. It remains to be determined whether TP53-m AML with a pre-existing but ineffective T-cell response may be amenable to T cell-targeting immunotherapies.

Myelo-Erythroid Lineage Segregation Is Regulated By the GATA-2 Interactome

Hematopoiesis arises from hematopoietic stem cell differentiating into downstream progenitors through a multistep process of sequential lineage potential restriction leading to the final production of &amp;gt;10 hematopoietic cell type.The regulation of hematopoietic lineage development involves synergistic and antagonistic interactions between transcription factors (TF) with lineage-restricted expression patterns, both through protein-protein interaction and direct transcriptional activation.Eosinophils, basophils and mast cells are key myeloid cell types involved in allergic inflammation and have been proposed to arise from a granulocyte-macrophage progenitor (GMP), that also generates neutrophils and macrophages, with GATA-2 up-regulation as a critical determinant. However, recent work identified a distinct basophil/eosinophil/mast cells progenitor (BEMP) that arises from multi-potent erythroid-primed multipotent progenitors (EMPP) where GATA-2 is already expressed ( Drissen et al., 2016). Here, we show that the GATA-2 interactome, rather than GATA-2 expression, controls myeloid lineage choice in EMPPs. To investigate the molecular mechanism instructing lineage decision in EMPP, we performed gene-expression profiling (RNA-seq) comparing its downstream progeny, early restricted erythroid/megakaryocyte progenitor (preMegE) and BEMP. This analysis identified differential expressed genes, including antagonist gene-expression pattern between the LIM-only protein 2 ( Lmo2) and protein 4 ( Lmo4), both previously shown as GATA-2 interactor. While Lmo2 function in hematopoiesis have been exhaustively studied, the role of Lmo4 remains unknown. In colony forming unit (CFU)-assay, overexpression of Lmo4 in EMPP mediated by lentiviral delivery, resulted in an increased number of mast-colonies associated with a decreased of erythroid/megakaryocyte colonies, while the total colony number was unchanged. In addition, transplantation of hematopoietic lineage-negative cells transduced with Lmo4/empty(Ctrl) lentiviral particles, showed an increased frequency of basophils and eosinophils associated with a decrease of erythroid cells in Lmo4 overexpressing cells compared to Ctrl, in both bone marrow and spleen of recipient mice, 8 weeks after transplantation. Analysis of transduced Lineage-negative Kit + (LK) compartment of recipient mice, also revealed an increased frequency of BEMP associated with a decreased frequency of preMegE in Lmo4overexpressing cells compared to Ctrl. Taken together, these data suggested that Lmo4 overexpression instruct lineage decision of EMPP toward basophil/eosinophil/mast lineages.Over-expression followed by co-immunoprecipitation in HEK-293T cell line revealed that LMO4 compete with LMO2 binding to GATA-2, suggesting a mutually exclusive transcriptional complex. More importantly, lack of interaction between LMO4 and GATA-2 mediated by a point mutation in the zinc-finger 1 domain (ZnF1) of GATA-2 (GATA2-G320D), frequently identified in AML/AEL, resulted in an absence of mast lineage potential of EMPP compared to GATA2 +/+. Moreover, over-expression of Lmo4 in EMPP from GATA2 G320D/G320D mice compared to GATA2 +/+, failed to instruct myeloid fate in vitro. Overall, our data identified a specific molecular mechanism of hematopoietic cell fate decision driven by protein-protein interaction with GATA-2. Perturbation of GATA-2 interactome through over-expression of the cofactor Lmo4 or specific point mutation in GATA2 ZnF1 domain results in lineage fate switch of EMPP toward the erythroid/megakaryocyte or basophil/eosinophil/mast lineages.

Mercury chloride activates the IFNγ-IRF1 signaling in myeloid progenitors and promotes monopoiesis in mice

Inorganic mercury (Hg2+) is a highly toxic heavy metal in the environment. To date, the impacts of Hg2+ on the development of monocytes, or monopoiesis, have not been fully addressed. The aim of the present study was to investigate the impact of Hg2+ on monopoiesis. In this study, we treated B10.S mice and DBA/2 mice with 10 μM or 50 μM HgCl2 via drinking water for 4 wk, and we then evaluated the development of monocytes. Treatment with 50 μM HgCl2, but not 10 μM HgCl2, increased the number of monocytes in the blood, spleen and bone marrow (BM) of B10.S mice. Accordingly, treatment with 50 μM HgCl2, but not 10 μM HgCl2, increased the number of common myeloid progenitors (CMP) and granulocyte-macrophage progenitors (GMP) in the BM. Functional analyses indicated that treatment with 50 μM HgCl2 promoted the differentiation of CMP and GMP to monocytes in the BM of B10.S mice. Mechanistically, treatment with 50 μM HgCl2 induced the production of IFNγ, which activated the Jak1/3-STAT1/3-IRF1 signaling in CMP and GMP and enhanced their differentiation potential for monocytes in the BM, thus likely leading to increased number of mature monocytes in B10.S mice. Moreover, the increased monopoiesis by Hg2+ was associated with the increased inflammatory status in B10.S mice. In contrast, treatment with 50 μM HgCl2 did not impact the monopoiesis in DBA/2 mice. Our study reveals the impact of Hg on the development of monocytes.

Genome-wide transcription factor–binding maps reveal cell-specific changes in the regulatory architecture of human HSPCs

AbstractHematopoietic stem and progenitor cells (HSPCs) rely on a complex interplay among transcription factors (TFs) to regulate differentiation into mature blood cells. A heptad of TFs (FLI1, ERG, GATA2, RUNX1, TAL1, LYL1, LMO2) bind regulatory elements in bulk CD34+ HSPCs. However, whether specific heptad-TF combinations have distinct roles in regulating hematopoietic differentiation remains unknown. We mapped genome-wide chromatin contacts (HiC, H3K27ac, HiChIP), chromatin modifications (H3K4me3, H3K27ac, H3K27me3) and 10 TF binding profiles (heptad, PU.1, CTCF, STAG2) in HSPC subsets (stem/multipotent progenitors plus common myeloid, granulocyte macrophage, and megakaryocyte erythrocyte progenitors) and found TF occupancy and enhancer-promoter interactions varied significantly across cell types and were associated with cell-type–specific gene expression. Distinct regulatory elements were enriched with specific heptad-TF combinations, including stem-cell–specific elements with ERG, and myeloid- and erythroid-specific elements with combinations of FLI1, RUNX1, GATA2, TAL1, LYL1, and LMO2. Furthermore, heptad-occupied regions in HSPCs were subsequently bound by lineage-defining TFs, including PU.1 and GATA1, suggesting that heptad factors may prime regulatory elements for use in mature cell types. We also found that enhancers with cell-type–specific heptad occupancy shared a common grammar with respect to TF binding motifs, suggesting that combinatorial binding of TF complexes was at least partially regulated by features encoded in DNA sequence motifs. Taken together, this study comprehensively characterizes the gene regulatory landscape in rare subpopulations of human HSPCs. The accompanying data sets should serve as a valuable resource for understanding adult hematopoiesis and a framework for analyzing aberrant regulatory networks in leukemic cells.

Cohesin Subunit RAD21 Regulates the Differentiation and Self-Renewal of Hematopoietic Stem and Progenitor Cells.

Recent studies suggest that chromosomal cohesin complex proteins are important in regulating hematopoiesis and may contribute to myeloid malignancies. To investigate the effects of perturbing the cohesin subunit protein RAD21 on normal hematopoiesis, we used conditional knockout (cKO) mouse models. While cohesin is vital for hematopoietic stem cell (HSC) function, Rad21 haploinsufficiency (Rad21Δ/+) led to distinct hematopoietic phenotypes. Our findings revealed that Rad21Δ/+ cells exhibited decreased hematopoietic reconstitution in competitive bone marrow transplantation assays. This reduction in peripheral blood chimerism was specifically observed in the lymphoid compartment, while the chimerism in the myeloid compartment remained unaffected. Rad21 haploinsufficiency also resulted in changes in the hematopoietic stem and progenitor cells (HSPC) and myeloid progenitor compartments, with a significant accumulation of granulocyte-macrophage progenitors in the bone marrow. We observed differential gene expression in Rad21Δ/+ LSK (Lin- Sca1-Kit+) cells, including genes required for HSPC function and differentiation, such as Setdb1, Hmga2, Ncor1, and Myb. In addition, we observed a notable decrease in the expression of genes related to the interferon response and a significant reduction in the expression of genes involved in the IL2-STAT5 signaling pathways. Our studies suggest that RAD21 protein and level of its post-translational modifications in the bone marrow cells may play a potential role in hematopoiesis. Overall, Rad21 haploinsufficiency impairs hematopoietic differentiation and increases HSC self-renewal.

CEBPA phase separation links transcriptional activity and 3D chromatin hubs

Cell identity is orchestrated through an interplay between transcription factor (TF) action and genome architecture. The mechanisms used by TFs to shape three-dimensional (3D) genome organization remain incompletely understood. Here we present evidence that the lineage-instructive TF CEBPA drives extensive chromatin compartment switching and promotes the formation of long-range chromatin hubs during induced B cell-to-macrophage transdifferentiation. Mechanistically, we find that the intrinsically disordered region (IDR) of CEBPA undergoes invitro phase separation (PS) dependent on aromatic residues. Both overexpressing B cells and native CEBPA-expressing cell types such as primary granulocyte-macrophage progenitors, liver cells, and trophectoderm cells reveal nuclear CEBPA foci and long-range 3D chromatin hubs at CEBPA-bound regions. In short, we show that CEBPA can undergo PS through its IDR, which may underlie invivo foci formation and suggest a potential role of PS in regulating CEBPA function.

Revealing common differential mRNAs, signaling pathways, and immune cells in blood, glomeruli, and tubulointerstitium of lupus nephritis patients based on transcriptomic data

Lupus nephritis (LN) is a potentially fatal autoimmune disease. The purpose of this study was to find potential key molecular markers of LN to aid in the early diagnosis and management of the disease. Datasets GSE99967_blood, GSE32591_glomeruli, and GSE32591_tubulointerstitium were included in this study. Differentially expressed mRNAs (DEmRNAs) were identified between the normal control and LN groups using the limma package in R. Common DEmRNAs in the three datasets were taken. Subsequently, functional enrichment analysis, immune correlation analysis, receiver operating characteristic (ROC) curve analysis and real-time polymerase chain reaction (RT-PCR) verification were performed. In this study, 11 common DEmRNAs were obtained and all of them were up-regulated. In protein–protein interaction (PPI) networks, we found that MX dynamin like GTPase 1 (MX1) and radical S-adenosyl methionine domain containing 2 (RSAD2) had the highest interaction score (0.997). Functional enrichment analysis revealed that MX1 and RSAD2 were enriched in influenza A and hepatitis C signaling pathways. The area under the curve (AUC) values of interferon-induced protein 44 (IFI44) and MX1 in GSE32591_glomeruli and GSE32591_tubulointerstitium datasets are 1, which is worthy of further study on their diagnostic value and molecular mechanism. The xCell analysis showed abnormal distribution of granulocyte-macrophage progenitor (GMP) cells in blood, glomeruli, and tubulointerstitium. Pearson’s correlation analysis found that GMP cells were significantly correlated with lactotransferrin (LTF) and cell cycle. Identification of common DEmRNAs and key pathways in the blood, glomeruli, and tubulointerstitium of patients with LN provides potential research directions for exploring the molecular mechanisms of the disease.

Infection with hypervirulent Mycobacterium tuberculosis triggers emergency myelopoiesis but not trained immunity.

During infection, bone marrow (BM) hematopoiesis is reprogrammed toward myeloid cell production, a mechanism named emergency myelopoiesis. In addition to replenishing myeloid cells, emergency myelopoiesis has been linked to trained immunity, a process that allows enhanced innate immune responses to secondary challenges. Although hematopoietic alterations during tuberculosis (TB) have been described and Mycobacterium tuberculosis may colonize the BM, studies using the mouse model of infection and the laboratory reference strain M. tuberculosis H37Rv have demonstrated limited emergency myelopoiesis and trained immunity. To further address this issue, we aerosol- infected C57BL/6 mice with high doses of the hypervirulent M. tuberculosis isolate HN878 and monitored alterations to the BM. This experimental model better resembles the human blood immune signature of TB. We found increased frequencies of lineage-Sca-1+cKit+ (LSK) cells and the granulocyte/macrophage progenitor (GMP) population. At the mature cell level, we observed an increase of monocytes and neutrophils in the blood and lung, likely reflecting the increased BM myeloid output. Monocytes or monocyte-derived macrophages recovered from the BM of M. tuberculosis HN878-infected mice did not show signs of trained immunity, suggesting an uncoupling of emergency myelopoiesis and trained immunity in the BM. Surprisingly, M. tuberculosis HN878-induced emergency myelopoiesis was not fully dependent on IFNγ, as mice lacking this cytokine and infected under the same conditions as wild-type mice still presented BM alterations. These data expand our understanding of the immune response to M. tuberculosis and raise awareness of pathogen strain-imposed differences to host responses.