scholarly journals A general mathematical framework for understanding the behavior of heterogeneous stem cell regeneration

2020 ◽  
Vol 492 ◽  
pp. 110196
Author(s):  
Jinzhi Lei
2019 ◽  
Author(s):  
Jinzhi Lei

AbstractStem cell heterogeneity is essential for the homeostasis in tissue development. This paper established a general formulation for understanding the dynamics of stem cell regeneration with cell heterogeneity and random transitions of epigenetic states. The model generalizes the classical G0 cell cycle model, and incorporates the epigenetic states of stem cells that are represented by a continuous multidimensional variable and the kinetic rates of cell behaviors, including proliferation, differentiation, and apoptosis, that are dependent on their epigenetic states. Moreover, the random transition of epigenetic states is represented by an inheritance probability that can be described as a conditional beta distribution. This model can be extended to investigate gene mutation-induced tumor development. The proposed formula is a generalized formula that helps us to understand various dynamic processes of stem cell regeneration, including tissue development, degeneration, and abnormal growth.


2015 ◽  
Author(s):  
david miguez

The understanding of the regulatory processes that orchestrate stem cell maintenance is a cornerstone in developmental biology. Here, we present a mathematical model based on a branching process formalism that predicts average rates of proliferative and differentiative divisions in a given stem cell population. In the context of vertebrate spinal neurogenesis, the model predicts complex non-monotonic variations in the rates of pp, pd and dd modes of division as well as in cell cycle length, in agreement with experimental results. Moreover, the model shows that the differentiation probability follows a binomial distribution, allowing us to develop equations to predict the rates of each mode of division. A phenomenological simulation of the developing spinal cord informed with the average cell cycle length and division rates predicted by the mathematical model reproduces the correct dynamics of proliferation and differentiation in terms of average numbers of progenitors and differentiated cells. Overall, the present mathematical framework represents a powerful tool to unveil the changes in the rate and mode of division of a given stem cell pool by simply quantifying numbers of cells at different times.


2007 ◽  
Vol 39 (3) ◽  
pp. 149-156 ◽  
Author(s):  
H Olkinuora ◽  
K Talvensaari ◽  
T Kaartinen ◽  
S Siitonen ◽  
U Saarinen-Pihkala ◽  
...  

2019 ◽  
Vol 10 (1) ◽  
Author(s):  
Ping Huang ◽  
Xiangyong Li ◽  
Ying Meng ◽  
Baohong Yuan ◽  
Tao Liu ◽  
...  

Blood ◽  
2009 ◽  
Vol 114 (22) ◽  
pp. 1498-1498
Author(s):  
Heather A Himburg ◽  
Pamela Daher ◽  
Sarah Kristen Meadows ◽  
J. Lauren Russell ◽  
Phuong Doan ◽  
...  

Abstract Abstract 1498 Poster Board I-521 Significant progress has been made toward delineating the intrinsic and extrinsic signaling pathways that regulate hematopoietic stem cell (HSC) self-renewal. However, much less is known regarding the process of HSC regeneration or the extrinsic signals that regulate hematopoietic reconstitution following stress or injury. Elucidation of the microenvironmental signals which promote HSC regeneration in vivo would have important implications for the treatment of patients undergoing radiation therapy, chemotherapy and stem cell transplantation. We recently reported that pleiotrophin, a soluble heparin-binding growth factor, induced a 10-fold expansion of murine long-term repopulating HSCs in short term culture (Himburg et al. Blood (ASH Annual Meeting Abstracts), Nov 2008; 112: 78). Based on this observation, we hypothesized that PTN might also be a regenerative growth factor for HSCs. Here we tested the effect of systemic administration of PTN to non-irradiated and irradiated C57Bl6 mice to determine if PTN could promote HSC regeneration in vivo. C57Bl6 mice were irradiated with 700 cGy total body irradiation (TBI) followed by intraperitoneal administration of 2 μg PTN or saline x 7 days, followed by analysis of BM stem and progenitor cell content. Saline-treated mice demonstrated significant reductions in total BM cells, BM c-kit+sca-1+lin- (KSL) cells, colony forming cells (CFCs) and long term culture-initiating cells (LTC-ICs) compared to non-irradiated control mice. In contrast, PTN-treated mice demonstrated a 2.3-fold increase in total BM cells (p=0.03), a 5.6-fold increase in BM KSL stem/progenitor cells (p=0.04), a 2.9-fold increase in BM CFCs (p=0.004) and an 11-fold increase in LTC-ICs (p=0.03) compared to saline-treated mice. Moreover, competitive repopulating transplantation assays demonstrated that BM from PTN-treated, irradiated mice contained 5-fold increased competitive repopulating units (CRUs) compared to saline-treated, irradiated mice (p=0.04). Taken together, these data demonstrate that the administration of PTN induces BM HSC and progenitor cell regeneration in vivo following injury. Comparable increases in total BM cells, BM KSL cells and BM CFCs were also observed in PTN-treated mice compared to saline-treated controls following 300 cGy TBI, demonstrating that PTN is a potent growth factor for hematopoietic stem/progenitor cells in vivo at less than ablative doses of TBI. In order to determine whether PTN acted directly on BM HSCs to induce their proliferation and expansion in vivo, we exposed mice to BrDU in their drinking water x 7 days and compared the response to saline treatment versus PTN treatment. PTN-treated mice demonstrated a significant increase in BrDU+ BM KSL cells compared to saline-treated controls (p=0.04) and cell cycle analysis confirmed a significant increase in BM KSL cells in S phase in the PTN-treatment group compared to saline-treated controls (p=0.04). These data indicate that PTN serves as a soluble growth factor for BM HSCs and induces their proliferation and expansion in vivo while preserving their repopulating capacity. These results suggest that PTN has therapeutic potential as a novel growth factor to accelerate hematopoietic reconstitution in patients undergoing myelosuppressive radiotherapy or chemotherapy. Disclosures: No relevant conflicts of interest to declare.


Bone ◽  
2008 ◽  
Vol 42 (2) ◽  
pp. 332-340 ◽  
Author(s):  
Eduardo K. Moioli ◽  
Paul A. Clark ◽  
D. Rick Sumner ◽  
Jeremy J. Mao
Keyword(s):  

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