Related Experiment Video
Updated: Apr 4, 2026

Isolation and Characterization of Tumor-initiating Cells from Sarcoma Patient-derived Xenografts
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.
Abstract:
Healthy human tissue is highly regulated to maintain homeostasis. Secreted negative feedback factors that inhibit stem cell division and stem cell self-renewal play a fundamental role in establishing this control. The appearance of abnormal cancerous growth requires an escape from these regulatory mechanisms. In a previous study we found that for non-solid tumors if feedback inhibition on stem cell self-renewal is lost, but the feedback on the division rate is still intact, then the tumor dynamics are characterized by a relatively slow sub-exponential growth that we called inhibited growth. Here we characterize the cell dynamics of inhibited cancer growth by modeling feedback inhibition using Hill equations. We find asymptotic approximations for the growth rates of the stem cell and differentiated cell populations in terms of the strength of the inhibitory signal: stem cells grow as a power law t(1/k+1),and the differentiated cells grow as t(1/k), where k is the Hill coefficient in the feedback law regulating cell divisions. It follows that as the tumor grows, undifferentiated cells take up an increasingly large fraction of the population. Implications of these results for specific cancers including CML are discussed. Understanding how the regulatory mechanisms that continue to operate in cancer affect the rate of disease progression can provide important insights relevant to chronic or other slow progressing types of cancer.
Insights
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.
More Related Videos
Related Concept Videos
Cancer Stem Cells and Tumor Maintenance
Cancer stem cells are thought to originate from tissue-specific normal stem cells or progenitor cells. The normal stem cells usually reside in...
Cancer Stem Cells and Tumor Maintenance
Stem Cell Therapy for Tissue Regeneration
Types of Stem Cells used in Stem Cell Therapy
The two main cell...

