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An integrative mathematical model for timing treatment toxicity and Zeitgeber impact in colorectal cancer cells

Medicine and Health

An integrative mathematical model for timing treatment toxicity and Zeitgeber impact in colorectal cancer cells

J. Hesse, T. Müller, et al.

This groundbreaking research by Janina Hesse, Tim Müller, and Angela Relógio unveils a novel mathematical model that intricately combines the circadian clock with drug metabolism networks, enabling the fine-tuning of toxicity profiles for colorectal cancer treatments. The model offers the exciting potential to personalize treatment schedules by synchronizing drug exposure with patients' circadian rhythms, potentially transforming the way we approach cancer therapy.... show more
Abstract
Increasing evidence points to a role of the circadian clock in the regulation of cancer hallmarks with a strong impact on the understanding and treatment of this disease. Anti-cancer treatment can be personalized considering treatment timing. Here we present a new mathematical model based on data from three colorectal cancer cell lines and core-clock knock-outs, which couples the circadian and drug metabolism network, and that allows to determine toxicity profiles for a given drug and cell type. Moreover, this model integrates external Zeitgebers and thus may be used to fine-tune toxicity by using external factors, such as light, and therefore, to a certain extent, help fitting the endogenous rhythms of the patients to a defined clinic routine facilitating the implementation of time-dependent treatment in clinical practice.
Publisher
npj Systems Biology and Applications
Published On
Jun 23, 2023
Authors
Janina Hesse, Tim Müller, Angela Relógio
Tags
circadian clock
drug metabolism
toxicity profiles
colorectal cancer
personalized treatment
Zeitgebers
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