Emerging Allee effect in tumor growth
Katrin B\"ottger, Haralambos Hatzikirou, Anja Voss-Boehme, Miguel A., Herrero, Andreas Deutsch

TL;DR
This paper investigates how phenotypic plasticity in tumor cells, specifically the go-or-grow mechanism, influences tumor growth dynamics through a mathematical model, revealing conditions for tumor persistence or extinction.
Contribution
It introduces a mathematical model linking tumor cell phenotypic switching to growth outcomes, highlighting the emergence of an Allee effect based on cell motility responses.
Findings
Tumors persist if cell motility increases with local density.
An Allee effect causes tumor extinction below a threshold size.
Strategies reducing migration may hinder tumor growth.
Abstract
Tumor cells develop different features to adapt to environmental conditions. A prominent example is the ability of tumor cells to switch between migratory and proliferative phenotypes, a phenomenon known as go-or-grow mechanism. It is however unclear how this particular phenotypic plasticity affects overall tumor growth. To address this problem, we formulate and study a mathematical model of spatio-temporal tumor dynamics where different responses to local cell density mediate the go-or-grow dichotomy. Our analysis reveals that two dynamic regimes can be distinguished. If cell motility is allowed to increase with local cell density, any tumor cell population will persist in time, irrespective of its initial size. On the contrary, if cell motility is assumed to decrease with respect to local cell density, an Allee effect emerges, so that any tumor population below a certain size…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsMathematical Biology Tumor Growth · Gene Regulatory Network Analysis · Microtubule and mitosis dynamics
