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Published on: June 13, 2019
Characterizing inhibited tumor growth in stem-cell-driven non-spatial cancers.
Ignacio A Rodriguez-Brenes1, Dominik Wodarz1, Natalia L Komarova1
1Department of Mathematics, University of California, Irvine, CA 92651, USA; Department of Ecology and Evolution, University of California, Irvine, CA 92651, USA.
Cancer growth can be slow and sub-exponential when feedback inhibition on stem cell self-renewal is lost. This study models this inhibited growth, revealing power-law dynamics for stem and differentiated cells, with implications for slow-progressing cancers.
Area of Science:
- Oncology
- Mathematical Biology
- Cell Biology
Background:
- Homeostasis in healthy tissues relies on regulated stem cell division and self-renewal via negative feedback.
- Cancer involves escaping these regulatory mechanisms, leading to abnormal growth.
- Previous work identified 'inhibited growth' in non-solid tumors with partial loss of feedback control.
Purpose of the Study:
- To mathematically model and characterize the cell dynamics of inhibited cancer growth.
- To analyze the impact of feedback inhibition strength on tumor progression using Hill equations.
- To understand the implications for slow-progressing cancers like Chronic Myeloid Leukemia (CML).
Main Methods:
- Modeling feedback inhibition of stem cell self-renewal and division using Hill equations.
- Deriving asymptotic approximations for stem and differentiated cell population growth rates.
- Analyzing the mathematical relationship between growth rates and the Hill coefficient (k).
Main Results:
- Stem cells exhibit power-law growth: t^(1/k+1).
- Differentiated cells exhibit power-law growth: t^(1/k).
- The fraction of undifferentiated cells increases as the tumor mass grows.
Conclusions:
- The strength of the inhibitory signal (k) dictates the specific power-law dynamics of inhibited cancer growth.
- Undifferentiated cells increasingly dominate the tumor population over time.
- These findings offer insights into the progression of slow-growing cancers and potential therapeutic strategies.
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