ArticlePLoS computational biology2014
Feedback signals in myelodysplastic syndromes: increased self-renewal of the malignant clone suppresses normal hematopoiesis.
Article in PLoS computational biology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed.
- Modeling the evolutionary dynamics of clonal hematopoiesis.Nature genetics · 2026Review
- Dynamically adjusted cell fate decisions and resilience to mutant invasion during steady-state hematopoiesis revealed by an experimentally parameterized mathematical model.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Stem cell graft dose and composition could impact on the expansion of donor-derived clones after allogeneic hematopoietic stem cell transplantation - a virtual clinical trial.Frontiers in immunology · 2024Article
- TNFα induces Caspase-3 activity in hematopoietic progenitor cells CD34+, CD33+, and CD41 + of myelodysplastic syndromes.BMC molecular and cell biology · 2023Article
- Predictive nonlinear modeling of malignant myelopoiesis and tyrosine kinase inhibitor therapy.eLife · 2023Article
- HSC Niche Dynamics in Regeneration, Pre-malignancy, and Cancer: Insights From Mathematical Modeling.Stem cells (Dayton, Ohio) · 2023Article
- Canonical Wnt: a safeguard and threat for erythropoiesis.Blood advances · 2021Review
- Oscillations in a white blood cell production model with multiple differentiation stages.Journal of mathematical biology · 2020Article
- A 3D Multiscale Model to Explore the Role of EGFR Overexpression in Tumourigenesis.Bulletin of mathematical biology · 2019Article
- Serum of myeloproliferative neoplasms stimulates hematopoietic stem and progenitor cells.PloS one · 2018Article
- Mathematical modelling as a proof of concept for MPNs as a human inflammation model for cancer development.PloS one · 2017Article
- Mesenchymal Stem and Progenitor Cells in Normal and Dysplastic Hematopoiesis-Masters of Survival and Clonality?International journal of molecular sciences · 2016Review
- Navigating the bone marrow niche: translational insights and cancer-driven dysfunction.Nature reviews. Rheumatology · 2016Review
- The Role of Symmetric Stem Cell Divisions in Tissue Homeostasis.PLoS computational biology · 2015Article
- MicroRNAs and Metabolites in Serum Change after Chemotherapy: Impact on Hematopoietic Stem and Progenitor Cells.PloS one · 2015Article
Corrections and comments
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Authors and funding
11 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Myelodysplastic syndromes (MDS) are triggered by an aberrant hematopoietic stem cell (HSC). It is, however, unclear how this clone interferes with physiologic blood formation. In this study, we followed the hypothesis that the MDS clone impinges on feedback signals for self-renewal and differentiation and thereby suppresses normal hematopoiesis. Based on the theory that the MDS clone affects feedback signals for self-renewal and differentiation and hence suppresses normal hematopoiesis, we have developed a mathematical model to simulate different modifications in MDS-initiating cells and systemic feedback signals during disease development. These simulations revealed that the disease initiating cells must have higher self-renewal rates than normal HSCs to outcompete normal hematopoiesis. We assumed that self-renewal is the default pathway of stem and progenitor cells which is down-regulated by an increasing number of primitive cells in the bone marrow niche--including the premature MDS cells. Furthermore, the proliferative signal is up-regulated by cytopenia. Overall, our model is compatible with clinically observed MDS development, even though a single mutation scenario is unlikely for real disease progression which is usually associated with complex clonal hierarchy. For experimental validation of systemic feedback signals, we analyzed the impact of MDS patient derived serum on hematopoietic progenitor cells in vitro: in fact, MDS serum slightly increased proliferation, whereas maintenance of primitive phenotype was reduced. However, MDS serum did not significantly affect colony forming unit (CFU) frequencies indicating that regulation of self-renewal may involve local signals from the niche. Taken together, we suggest that initial mutations in MDS particularly favor aberrant high self-renewal rates. Accumulation of primitive MDS cells in the bone marrow then interferes with feedback signals for normal hematopoiesis--which then results in cytopenia.
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