A mathematical model of clonal hematopoiesis explaining phase transitions in chronic myeloid leukemia

This study presents a mathematical model describing cloned hematopoiesis in chronic myeloid leukemia $\text{(CML)}$ through a nonlinear system of differential equations. The primary objective is to understand the progression from healthy hematopoiesis to the chronic and accelerated-acute phases in myeloid leukemia. The model incorporates intrinsic cellular division events in hematopoiesis and delineates the evolution of chronic myeloid leukemia into five compartments: cycling stem cells, quiescent stem cells, progenitor cells, differentiated cells and terminally differentiated cells. Our analysis reveals the existence of three distinct non-zero steady states within the dynamical system, representing healthy hematopoiesis, the chronic phase and the accelerated-acute stage of the disease. We investigate the local and global stability of these steady states and provide a characterization of the hematopoietic states based on this analysis. Additionally, numerical simulations are included to illustrate the theoretical results.

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Publication Details

Journal
Mathematical Medicine and Biology A Journal of the IMA
Published
2025-05-07
DOI
https://doi.org/10.1093/imammb/dqaf004
Citations
1
Primary Topic
Chronic Myeloid Leukemia Treatments
Type
article
Field-Weighted Citation Impact
1.77

Funders

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article

A mathematical model of clonal hematopoiesis explaining phase transitions in chronic myeloid leukemia

Lorand Gabriel Parajdi, Xue Bai, Dávid Kegyes, Ciprian Tomuleasa
1 citations
Mathematical Medicine and Biology A Journal of the IMA
Chronic Myeloid Leukemia Treatments
1.77
article

A mathematical model of clonal hematopoiesis explaining phase transitions in chronic myeloid leukemia

Lorand Gabriel Parajdi, Xue Bai, Dávid Kegyes, Ciprian Tomuleasa
article en
1 citations

Abstract

This study presents a mathematical model describing cloned hematopoiesis in chronic myeloid leukemia $\text{(CML)}$ through a nonlinear system of differential equations. The primary objective is to understand the progression from healthy hematopoiesis to the chronic and accelerated-acute phases in myeloid leukemia. The model incorporates intrinsic cellular division events in hematopoiesis and delineates the evolution of chronic myeloid leukemia into five compartments: cycling stem cells, quiescent stem cells, progenitor cells, differentiated cells and terminally differentiated cells. Our analysis reveals the existence of three distinct non-zero steady states within the dynamical system, representing healthy hematopoiesis, the chronic phase and the accelerated-acute stage of the disease. We investigate the local and global stability of these steady states and provide a characterization of the hematopoietic states based on this analysis. Additionally, numerical simulations are included to illustrate the theoretical results.

Mathematical Medicine and Biology A Journal of the IMAVol. 42(3)
West Virginia University (US), Iuliu Hațieganu University of Medicine and Pharmacy (RO), Babeș-Bolyai University (RO), Academia Oamenilor de Știință din România (RO), Institute of Oncology Prof. Dr. Ion Chiricuta (RO)
Ministerul Cercetării, Inovării şi Digitalizării, Academia Oamenilor de Știință din România
Good health and well-being
Openalex Percentile: Top 17%
Chronic Myeloid Leukemia Treatments
1.77
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