A stochastic model of myeloid cell lineages in hematopoiesis and pathway mutations in acute myeloid leukemia

A model for hematopoiesis is presented that explicitly includes the erythrocyte, granulocyte, and thrombocyte lineages and their common precursors. A small number of stem cells proliferate and differentiate through different compartments to produce the vast number of blood cells needed every day. Growth factors regulate the proliferation of cells dependent on the current demand. We provide a steady state analysis of the model and rough parameter estimates. Furthermore, we extend the model to include mutations that alter the replicative capacity of cells and introduce differentiation blocks. With these mutations the model develops signs of acute myeloid leukemia.

Publication Details

Journal
TUbilio (Technical University of Darmstadt)
Published
2025-01-01
DOI
https://doi.org/10.26083/tuprints-00029843
Primary Topic
Ecology and biodiversity studies
Type
article
Field-Weighted Citation Impact
0.00
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article

A stochastic model of myeloid cell lineages in hematopoiesis and pathway mutations in acute myeloid leukemia

TUbilio (Technical University of Darmstadt)
Ecology and biodiversity studies
article

A stochastic model of myeloid cell lineages in hematopoiesis and pathway mutations in acute myeloid leukemia

article en

Abstract

A model for hematopoiesis is presented that explicitly includes the erythrocyte, granulocyte, and thrombocyte lineages and their common precursors. A small number of stem cells proliferate and differentiate through different compartments to produce the vast number of blood cells needed every day. Growth factors regulate the proliferation of cells dependent on the current demand. We provide a steady state analysis of the model and rough parameter estimates. Furthermore, we extend the model to include mutations that alter the replicative capacity of cells and introduce differentiation blocks. With these mutations the model develops signs of acute myeloid leukemia.

TUbilio (Technical University of Darmstadt)
Openalex Percentile: Top 48%
Ecology and biodiversity studies
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A stochastic model of myeloid cell lineages in hematopoiesis and pathway mutations in acute myeloid leukemia · TUbilio (Technical University of Darmstadt) (2025) | TGRS Research Map | TGRS