1. Bifurcations of a cancer immunotherapy model explaining the transient delayed response and various other responses.
- Author
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Zhang, Wenjing, Zheng, Collin Y., and Kim, Peter S.
- Subjects
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BIFURCATION diagrams , *BIFURCATION theory , *TRANSIENTS (Dynamics) , *IMMUNOTHERAPY , *CANCER treatment , *CANCER relapse , *ELECTRIC transients - Abstract
In this paper, we investigate the various responses in cancer immune therapy through bifurcation theory. Our results characterize the influence of key parameters on different treatment responses and illustrate the response regions through bifurcation diagrams using parameters tuned by therapy. In particular, we examine a periodic outcome with a delayed therapy response followed by a cancer relapse. The repetitive pattern in this periodic solution is formed by two quasi-steady cancer states connected by two fast transitions. Our results suggest that the transient behavior of the delayed response, which is the fast transition after the cancer progression state, is induced by a periodic solution exhibiting an exploding period near a saddle–node bifurcation. Another transient behavior, which shows as a fast relapse after a long period of dormancy state, is caused by the slow change near a saddle-type equilibrium. Our findings have the potential to guide and inform future therapeutic research. • Various responses in cancer immune therapy are studied through bifurcation theory. • Key parameters on different treatment responses are characterized. • Different response regions are illustrated through bifurcation diagrams. • Transient dynamics in delayed responses are explained mathematically. • Our findings have the potential to guide and inform future therapeutic research. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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