Mathematical model study of megakaryocytopoiesis. 1. The simulation model, cell steady-state distribution and the number of divisions in a proliferating population

A method of simulation has been proposed for studying megakaryocytopoiesis. A model has been developed which takes into account the age structure of cell population, the stochasticity of their maturation, and the principles of megakaryocytopoiesis regulation (known from the experiments). The mean number of divisions in a proliferating pool has been determined, as well as the duration of development of the cells with a positive acetylcholine esterase reaction.     

Effect of erythroid differentiation factor on megakaryocytic differentiation of L8057, a murine megakaryoblastic leukemia cell line.

To assess the potent effect of erythroid differentiation factor (EDF) on megakaryocytopoiesis, effect of EDF on megakaryocytic differentiation of L8057, a murine megakaryoblastic cell line, was examined. EDF potentiated AchE induction of L8057 in a dose dependent manner. The potency of EDF on megakaryocytic differentiation is comparable to that on erythroid differentiation reported previously. The present results suggest that EDF may play a regulatory role in megakaryocytopoiesis as well as in erythropoiesis.     

New insights into the regulation of human megakaryocytopoiesis

It is apparent that multiple cellular stages and biologic processes can be identified during megakaryocytopoiesis that are potentially subject to control by hematopoietic growth factors and marrow accessory cell populations. Two classes of megakaryocyte progenitor cells, the colony forming unit-megakaryocyte (CFU-MK) and the burst forming unit-megakaryocyte (BFU-MK), have now been detected in normal human bone marrow cells. The BFU-MK by virtue of the greater cellular content of its resultant colonies and the delayed time of appearance of these colonies appears to be a more primitive progenitor cell with a greater proliferative potential than the CFU-MK. A number of hematopoietic growth factors including megakaryocyte colony stimulating factor, (MK-CSF), recombinant erythropoietin (EPO) and granulocyte macrophage colony stimulating factor (GM-CSF) are each capable of increasing cloning efficiency of human megakaryocyte progenitor cells. It is presently unknown whether these factors act directly on the CFU-MK or whether they stimulate marrow accessory cells to elaborate growth factors that influence CFU-MK proliferation. In order to answer this question, the effect of these growth factors on the cloning efficiency of a human megakaryocytic cell line, EST-IU, was examined. Each of these factors was capable of increasing leukemia cell colony formation. One can conclude from these studies that MK-CSF, EPO, and GM-CSF act directly on cells of the megakaryocytic lineage. The physiologic significance of the lineage nonspecific effects of EPO and GM-CSF on megakaryocytopoiesis is yet to be determined. On the basis of these observations, a model of human megakaryocytopoiesis was suggested. Several factors appear able to influence multiple steps in megakaryocytic development, whereas others influence only specific stages or cellular events occurring during megakaryocytopoiesis.     

DIFFERENTIATION OF MURINE MARROW MEGAKARYOCYTE PROGENITORS (CFUM): HUMORAL CONTROL IN VITRO

Differentiation of mouse marrow megakaryocyte progenitors (CFUm) was studied in vitro by a colony assay using a plasma clot system. Erythropoietin (EPO) from sheep plasma (6 units/mg protein) in doses from 1 to 5 units/ml induced a linear increase in CFUm to a maximum of 20 colonies/10⁵ cells plated. Human urinary EPO also induced a dose-responsive increase in CFUm, but the maximum was 9 colonies/10⁵ with 2·0 units/ml of EPO and there was a decrease in colonies above that concentration. Thrombocytopoiesis-stimulating factor (TSF) derived from human embryonic kidney culture supernatant fluids induced a dose-responsive increase in CFUm in concentrations from 0·01 to 0·32 mg protein/ml in the absence of added EPO. TSF did not support the growth in vitro of erythroid colonies from mouse marrow (CFUe and BFUe) indicating an absence of EPO activity. In these studies sheep EPO appeared more effective in supporting CFUe growth than human EPO. TSF also had a stimulatory function in megakaryocyte differentiation at a precursor level. Multiple humoral factors play a role in megakaryocytopoiesis in vitro.     

Differentiation induction of blast cells in two cases of childhood acute megakaryoblastic leukemia in vitro by interleukin-3 and interleukin-6: an ultrastructural cytochemical study.

Although hematopoietic growth factors influence renewal and differentiation of blast progenitors in acute myelogenous leukemia (AML), morphological maturation of leukemic blasts is thought a rare event, even when cultured in the presence of appropriate growth stimulants. However, light microscopic observation may not be sufficient to clarify precisely the effects of hematopoietic growth factors on the morphological differentiation of leukemic blasts. In this study, using cell culture techniques and electron microscopic cytochemistry for platelet peroxidase (PPO), we studied the effects of interleukin-3 (IL-3) and interleukin-6 (IL-6), both of which are considered to play an important role in normal megakaryocytopoiesis, on the growth and differentiation of blast cells from two patients with childhood acute megakaryoblastic leukemia (AMKL). In both of the two cases, IL-3 stimulated leukemic colony formation in methylcellulose culture, whereas IL-6 showed little such activity. However, in suspension culture, IL-6 was active in promoting megakaryocytic differentiation, although incomplete, as detected by increase in the number of PPO-positive cells, some having demarcation membrane-like structure. This effect was evident in culture with IL-6 alone in one patient, but it was detectable only when IL-6 was used in combination with IL-3 in the other patient. In contrast, IL-3 alone stimulated differentiation towards myeloid but not megakaryocytic lineage. These results indicate that IL-3 and IL-6 have a distinct role in leukemic megakaryocytopoiesis (IL-3 stimulates growth, whereas IL-6 promotes morphological differentiation) and that cooperation between these two cytokines functions most effectively for megakaryocytic differentiation of AMKL cells in a fashion similar to that for normal megakaryocytopoiesis.     

Autocrine signaling of platelet-derived growth factor regulates disabled-2 expression during megakaryocytic differentiation of K562 cells

Platelet-derived growth factor (PDGF) is involved in megakaryocytopoiesis and is secreted into the culture medium during megakaryocytic differentiation of human leukemic cells. We investigate whether PDGF plays a role in the regulation of the adapter protein Disabled-2 (DAB2) that expresses abundantly in platelets and megakaryocytes. Western blot analysis revealed that conditioned medium from 12-O-tetradecanoylphorbol-13-acetate (TPA)-treated, megakaryocytic differentiating K562 cells upregulated DAB2 expression. DAB2 induction and megakaryocytic differentiation was abrogated when cells were co-treated with the PDGF receptor inhibitor STI571 or when the conditioned medium was derived from TPA-plus STI571-treated cells. Although the level of PDGF mRNA was not altered by STI571, an approximate 44% decrease in PDGF in the conditioned medium was observed. Consistent with these findings, interfering PDGF signaling by PDGF neutralization antibody or dominant negative PDGF receptors attenuated DAB2 expression. Accordingly, transfection of an expression plasmid encoding secreted PDGF upregulated DAB2. This study shows for the first time that PDGF autocrine signaling regulates DAB2 expression during megakaryocytic differentiation.     

A biological and computational model of megakaryocyte development as a stochastic branching process

The purpose of this paper is to describe a model of megakaryocytopoiesis as a branching process with stochastic processes regulating critical control points of differentiation along the stem cell megakaryocyte platelet axis. Progress of cells through these critical control points are regulated by transitional probabilities, which in turn are regulated by influences such as growth factors. The critical control points include transition of resting megakaryocytic stem cells (CFU-meg) into proliferating stem cells, the cessation of cytokinesis, and the cessation of DNA synthesis. A computerized computational method has been developed for directly fitting the stochastic branching model to colony growth data. The computational model has allowed transitional probabilities to be derived from colony size data. The model provides a unifying explanation for much of the heterogeneity of stages of maturation within populations of megakaryocytes and is fully compatible with historical data supporting the stochastic nature of hematopoietic stem cell regulation and with modern molecular concepts about control of the cell cycle.     

Functional expression of TRAIL and TRAIL-R2 during human megakaryocytic development

The expression and function of surface TRAIL and TRAIL receptors were investigated in primary megakaryocytic cells, generated in serum-free liquid phase from peripheral human CD34(+) cells. The surface expression of both TRAIL and "death receptor" TRAIL-R2 became detectable starting from the early phase of megakaryocytic differentiation (day 6 of culture) and persisted at later (days10-14) culture times. On the other hand, "death receptor" TRAIL-R1, "decoy receptors" TRAIL-R3, and TRAIL-R4 were barely detectable or undetectable at any time point examined. Addition of recombinant TRAIL at day 6 of culture increased the rate of spontaneous apoptosis of CD34(+)/CD41(dim) megakaryoblasts and it significantly decreased the total output of mature megakaryocytic cells evaluated after additional 4-8 days of culture. Conversely, addition in culture of TRAIL-R2-Fc chimera, which blocked the interaction between endogenous TRAIL and TRAIL-R2 on the surface of cultured megakaryocytic cells, increased the total megakaryocytic cell count. In addition, recombinant TRAIL promoted a small but reproducible increase of maturation in the surviving megakaryocytic cell population, evaluated by both phenotypic analysis and morphology. A similar pro-maturation effect was observed when TRAIL was added to bone marrow-derived CD61(+) megakaryocytic cells. Thus, our data suggest a role of TRAIL as a regulator of megakaryocytopoiesis.     

The action of dipyridamole on megakaryocytopoiesis in regenerating and stationary bone marrow cell populations]

The effect of dipyridamole on megakaryocytopoiesis in regenerating and stationary populations of mouse bone marrow cells has been studied by heterotopic transplantation of the bone marrow using histological, electron microscopic and biochemical techniques. It is shown that drug administration induced destruction of megakaryocytes. In megakaryocytic cytoplasm giant lipid granules were found whose growth and number increase resulted in megakaryocytes kill. Gas-liquid chromatography was used to evaluate the effect of dipyridamole on distribution of lipid fatty acids of the stationary and regenerating populations of the bone marrow cells. A marked increase of the percentage of docosahexaenoic acid was found in lipids of the stationary population. Chronic dipyridamole administration caused an increase of percentage of myristic, palmitic oleic acids, and decrease of percentage of arachidonic and eicosapentaenoic acids in lipids of regenerating bone marrow cells population.     

Cell-to-cell variability in the differentiation program of human megakaryocytes

Differentiation of CD34(+) stem/progenitor cells into megakaryocytes is thought to be a uniform, unidirectional process, in which cells transform step by step from less differentiated precursor stages to more differentiated megakaryocytes. Here we propose the concept and present evidence based on single-cell analysis that differentiation occurs along multiple, partially asynchronous routes. In all CD34(+) cells cultured with thrombopoietin, surface appearance of glycoprotein IIIa (GPIIIa) preceded that of GPIb, indicating that the expression of these glycoproteins occurs in a timely ordered manner. Cellular F-actin content increased in parallel with GPIb expression. Only cells that expressed GPIb were polyploid, pointing to co-regulation of GPIb expression, actin cytoskeleton formation and polyploidization during megakaryocytopoiesis. On the other hand, most progenitor cells responded to thrombin but not to thromboxane A(2) analogue by rises in cytosolic [Ca(2+)](i). The appearance of thromboxane-induced responses during megakaryocytopoiesis was not strictly linked to glycoprotein expression, because cells showed responsiveness either before or after GPIb expression. The same non-strictly sequential pattern was observed for disappearance of the Ca(2+) response by prostacyclin mimetic; in some megakaryocytes it occurred before and in others after GPIb expression. Thus, megakaryocytic differentiation follows along independent routes that are either strictly sequential (GPIIIa and GPIb expression) or proceed at different velocities (Ca(2+) signal regulation).     

Cyclic-AMP inhibits cell growth and negatively interacts with platelet membrane glycoprotein expression on the Dami human megakaryoblastic cell line

Intracellular signaling processes by which hematopoietic growth factors regulate megakaryocytopoiesis remain uncompletely understood. Cyclic AMP (cAMP) has been shown to be implicated in the regulation of growth and differentiation in various normal and malignant cell types. Since a few studies have suggested the possible involvement of the cAMP pathway as one of the intracellular mechanisms whereby megakaryocytopoiesis may be regulated, we investigated the functional effects of cAMP on the human megakaryoblastic Dami cell line. We observed that exposure of Dami cells to cAMP analogs or to agents elevating intracellular cAMP levels yielded dose-dependent cell growth inhibition. Cell cycle progression analysis of cells predominantly synchronized at the G1/S boundary by prior treatment with hydroxyurea revealed that cAMP transiently accumulated cells in the G2/M phase, then slowing down cell cycle. On the other hand, immunofluorescence and Northern blot analysis of megakaryocytic differentiation marker expression showed that probes we have used significantly inhibited GPlb expression. Moreover, although these agents used alone did not affect GPllb/llla expression, they markedly reversed phorbol ester-induced GPllb/llla expression increase. These inhibitory cAMP actions on glycoprotein expression were not the result of cell cycle perturbation since we observed that GPlb and GPllb/llla expression were not cell cycle dependent. All these data may then be consistent with a potential negative regulatory role of the cAMP intracellular signaling pathway during megakaryocytopoiesis. © 1995 Wiley-Liss, Inc.     

Human umbilical cord blood-derived stromal cells: Multifaceted regulators of megakaryocytopoiesis

It has been demonstrated that stromal cell precursors exist in human umbilical cord blood. After being cultured in vitro, these cells are called human umbilical cord blood-derived stromal cells (hUCBDSCs). However, the role of hUCBDSCs in hematopoiesis is still unclear. We have previously shown that hUCBDSCs are superior to human bone marrow stromal cells (hBMSCs) at enhancing the expansion of megakaryocyte colony forming units (CFU-Meg). Based on this observation, we postulated that hUCBDSCs might promote megakaryocytopoiesis. To test this hypothesis, we developed a megakaryocyte/hUCBDSC co-culture model and a hematopoietic microenvironment injury model in nude mice. We explored the ability and mechanisms by which hUCBDSCs promoted the proliferation of megakaryocytes in vitro, and we also explored their capacity to restore the hematopoietic microenvironment in vivo. As expected, hUCBDSCs were more effective than hBMSCs at enhancing the proliferation of megakaryocyte lines from HEL cells and restoring megakaryocytopoiesis in a hematopoietic microenvironment injury model in nude mice. Thrombopoietin (TPO) and stromal cell derived factor-1 (SDF-1) are two of the key factors underlying this capacity. We also found that gap junction intercellular communication (GJIC) between HEL cells and hUCBDSCs might be partially absent. Our data provide the first evidence that hUCBDSCs play a regulatory role during megakaryocytopoiesis, which might be important for designing treatments for patients with megakaryocytic injury.     

Ex vivo expansions of megakaryocytopoiesis from placental and umbilical cord blood CD34(+) cells in serum-free culture supplemented with proteoglycans extracted from the nasal cartilage of salmon heads and the nasal septum cartilage of whale

As a possible approach to the treatment of thrombopocytopenia, the ex vivo expansion of megakaryocytic progenitor cells may be a useful tool to accelerate platelet recovery in vivo. Our objective was to assess the promoting effect of proteoglycans in a serum-free culture condition using human cord blood CD34(+) cells. Highly purified proteoglycan (PG) extracted from the nasal cartilage of salmon heads and the nasal septum cartilage of a whale were applied to the ex vivo expansion of megakaryocytopoiesis and thrombopoiesis from placental and umbilical cord blood CD34(+) cells in serum-free cultures stimulated with a combination of thrombopoietin (TPO) and interleukin-3 (IL-3). Each PG (0.5 and 5 mug) was applied to the culture with three different concentrations of TPO (50, 5 and 0.5 ng/ml) and IL-3 (100, 10 and 1 ng/ml). Both of the PGs showed no promoting effects on the mononuclear cell proliferation rate in any of the cultures. However, the whale-PG promoted the generation of megakaryocytic progenitor cells and megakaryocytes in the culture with a lower dose of cytokines, respectively. In addition, whale-PG led to a significant increase in CD42a(+) particles which seemed to be platelets. While the salmon-PG failed to promote such production in almost all of the cultures. Although whale-PG is an attractive molecule for the ex vivo expansion of human megakaryocytopoiesis, its action may depend on the glycosaminoglycans sulfation pattern and the ability of the binding affinity and the kinetics to interact with the cytokines and hematopoietic stem/progenitor cells.     

Atypical micromegakaryocytes, promegakaryoblasts and megakaryoblasts: a critical evaluation by immunohistochemistry, cytochemistry and morphometry of bone marrow trephines in chronic myeloid leukemia and myelodysplastic syndromes.

A morphometric analysis of bone marrow trephine biopsies has been performed to study the frequency and planimetric characteristics of so-called atypical micromegakaryocytes in chronic myeloid leukemia (CML) and myelodysplastic syndromes (MDS). In addition, an attempt was made to discriminate this particular cell population from small immature elements of megakaryocytopoiesis, such as promegakaryoblasts and megakaryoblasts. The staining reactions employed included periodic acid-Schiff (PAS), alpha-naphthyl acetate esterase (ANAE) and immunohistochemistry with a monoclonal antibody against platelet glycoprotein IIIa (Y2/51-CD61). Comparison of the various staining reactions applied to the different megakaryocytic elements together with morphometric measurements resulted in a clearcut identification of promegakaryoblasts. These were defined as the earliest immature and exclusively CD61-positive precursors. Atypical micromegakaryocytes were characterized by their dysplastic features and strong ANAE reactivity in addition to their positive CD61 staining. When stringent diagnostic criteria (diameter ranging between 10 to 15 microns, mean size about 12 microns) were applied, this abnormal cell population comprised less than 10% of total megakaryocytopoiesis in CML and MDS. It may be assumed that dysmegakaryocytic features in the latter disorders are partially generated by small to medium-sized megakaryocytes (diameter less than 30 microns). In conclusion, the relative frequency of promegakaryoblasts in the normal bone marrow (range 6-8%) is confirmed by evaluation of the immunohistochemical and cytochemical staining methods (CD61 and ANAE). Furthermore, the ANAE reaction facilitates the recognition of atypical micromegakaryocytes as well as small megakaryocytes. Thus cytochemistry provides a better insight into alterations of these cell lineages in various pathological conditions.     

Erythropoietin and megakaryocytopoiesis

To determine if erythropoietin influences megakaryocytopoiesis, the purified recombinant human hormone (rEpo) was added to serum-free liquid cultures of murine marrow. A dose-related increment in acetylcholinesterase (AchE) production was observed. To assess if increments in this relatively megakaryocyte-specific enzyme marker were mediated by a direct hormone-megakaryocyte interaction rather than via an accessory cell population, rEpo was added to cultures of isolated single megakaryocytes. A significant, dose-related increase in cell size was noted in the presence of the hormone, accompanied by a high probability of an increase in cellular DNA content. The data show that rEpo does directly influence some aspects of megakaryocytic maturation, although the physiologic significance of this effect remains unknown.     

Animal models with inherited hematopoietic abnormalities as tools to study thrombopoiesis

Animals with hereditary abnormalities of hematopoiesis are quite useful in the study of regulatory pathways of megakaryocytopoiesis and platelet formation. Seven such animal models are analyzed here. The Wistar Furth rat has been recently discovered to have reduced platelet number, but large mean platelet volume, and is, therefore, a model of hereditary macrothrombocytopenia. Study of the Wistar Furth rat may help to elucidate the process of platelet formation. Two mouse mutants the S1/S1d and W/Wv, have macrocytic anemia with reduced megakaryocyte number, but normal platelet count. In these mice, the platelet count is maintained by increased platelet production per megakaryocyte. These models demonstrate that factors other than platelet level are monitored in the feedback regulation of megakaryocytopoiesis and platelet production, and further study should lead to a better understanding of the regulation of megakaryocyte size. The Belgrade rat has severe microcytic anemia with decreased megakaryocyte number. Megakaryocyte size is increased, but platelet count is moderately reduced and thus the megakaryocyte-platelet picture resembles that of severe iron deficiency anemia. A more in depth examination of this model should delineate the effects of iron deficiency and hypoxia on megakaryocytopoiesis. The grey collie dog has cyclic hematopoiesis with large asynchronous fluctuations in all blood cell counts at approximately 2-week intervals. Megakaryocytes have not been studied. This model should be a tool to define the relationships between hematopoietic growth factors and differentiation of the various hematopoietic cell lineages. The br/br rabbit has a transient disturbance in fetal megakaryocytopoiesis and brachydactyly due to spontaneous amputation. Further study of this model may provide a better understanding of fetal megakaryocyte development and establish whether an association exists between the abnormal megakaryocytes and the limb amputations. The nude mouse with its severe T-lymphocyte deficiency has been studied to ascertain whether T cells play a regulatory role in normal and acute thrombocytopenia-stimulated megakaryocytopoiesis. The question of whether T cells or their products are responsible for reactive thrombocytosis in chronic inflammation could be examined with this model. These animal mutants have provided and should continue to provide important models for understanding the regulation of megakaryocytopoiesis and platelet production.     

Increased D-type cyclin expression together with decreased cdc2 activity confers megakaryocytic differentiation of a human thrombopoietin-dependent hematopoietic cell line

At the late phase of megakaryocytopoiesis, megakaryocytes undergo endomitosis, which is characterized by DNA replication without cell division. Although a number of cell cycle regulatory molecules have been identified, the precise roles of these molecules in megakaryocytic endomitosis are largely unknown. In a human interleukin-3-dependent cell line transfected with the thrombopoietin (TPO) receptor c-mpl (F-36P-mpl), either treatment with TPO or the overexpression of activated ras (Ha-Ras(G12V)) induced megakaryocytic maturation with polyploid formation. We found that TPO stimulation or Ha-Ras(G12V) expression led to up-regulation of cyclin D1, cyclin D2, and cyclin D3 expression. In addition, expression levels of cyclin A and cyclin B were reduced during the total course of both TPO- and Ha-Ras(G12V)-induced megakaryocytic differentiation, thereby leading to decreased cdc2 kinase activity. Neither the induced expression of cyclin D1, cyclin D2, or cyclin D3 nor the expression of a dominant negative form of cdc2 alone could induce megakaryocytic differentiation of F-36P-mpl cells. In contrast, overexpression of dominant negative cdc2 together with cyclin D1, cyclin D2, or cyclin D3 facilitated megakaryocytic differentiation in the absence of TPO. These results suggest that both D-type cyclin expression and decreased cdc2 kinase activity may participate in megakaryocytic differentiation.