» Articles » PMID: 33725238

Mathematical Modeling of Mammalian Circadian Clocks Affecting Drug and Disease Responses

Overview
Publisher Springer
Specialty Pharmacology
Date 2021 Mar 16
PMID 33725238
Citations 5
Authors
Affiliations
Soon will be listed here.
Abstract

To align with daily environmental changes, most physiological processes in mammals exhibit a time-of-day rhythmicity. This circadian control of physiology is intrinsically driven by a cell-autonomous clock gene network present in almost all cells of the body that drives rhythmic expression of genes that regulate numerous molecular and cellular processes. Accordingly, many aspects of pharmacology and toxicology also oscillate in a time-of-day manner giving rise to diverse effects on pharmacokinetics and pharmacodynamics. Genome-wide studies and mathematical modeling are available tools that have significantly improved our understanding of these nonlinear aspects of physiology and therapeutics. In this manuscript current literature and our prior work on the model-based approaches that have been used to explore circadian genomic systems of mammals are reviewed. Such basic understanding and having an integrative approach may provide new strategies for chronotherapeutic drug treatments and yield new insights for the restoration of the circadian system when altered by diseases.

Citing Articles

CIRCUST: A novel methodology for temporal order reconstruction of molecular rhythms; validation and application towards a daily rhythm gene expression atlas in humans.

Larriba Y, Mason I, Saxena R, Scheer F, Rueda C PLoS Comput Biol. 2023; 19(9):e1011510.

PMID: 37769026 PMC: 10564179. DOI: 10.1371/journal.pcbi.1011510.


The Physiological and Pharmacological Significance of the Circadian Timing of the HPA Axis: A Mathematical Modeling Approach.

Li Y, Lu L, Androulakis I J Pharm Sci. 2023; 113(1):33-46.

PMID: 37597751 PMC: 10840710. DOI: 10.1016/j.xphs.2023.08.005.


Factors Determining Plasticity of Responses to Drugs.

Parnham M, Kricker J Int J Mol Sci. 2022; 23(4).

PMID: 35216184 PMC: 8877660. DOI: 10.3390/ijms23042068.


Recent Advances in Chronotherapy Targeting Respiratory Diseases.

Paudel K, Jha S, Rama Raju Allam V, Prasher P, Gupta P, Bhattacharjee R Pharmaceutics. 2021; 13(12).

PMID: 34959290 PMC: 8704788. DOI: 10.3390/pharmaceutics13122008.


Improving the Pharmacological Properties of Ciclopirox for Its Use in Congenital Erythropoietic Porphyria.

Bernardo-Seisdedos G, Charco J, SanJuan I, Garcia-Martinez S, Urquiza P, Erana H J Pers Med. 2021; 11(6).

PMID: 34071291 PMC: 8230281. DOI: 10.3390/jpm11060485.

References
1.
Qian J, Scheer F . Circadian System and Glucose Metabolism: Implications for Physiology and Disease. Trends Endocrinol Metab. 2016; 27(5):282-293. PMC: 4842150. DOI: 10.1016/j.tem.2016.03.005. View

2.
Sukumaran S, Almon R, DuBois D, Jusko W . Circadian rhythms in gene expression: Relationship to physiology, disease, drug disposition and drug action. Adv Drug Deliv Rev. 2010; 62(9-10):904-17. PMC: 2922481. DOI: 10.1016/j.addr.2010.05.009. View

3.
Geier F, Becker-Weimann S, Kramer A, Herzel H . Entrainment in a model of the mammalian circadian oscillator. J Biol Rhythms. 2005; 20(1):83-93. DOI: 10.1177/0748730404269309. View

4.
Johnson C, Elliott J, Foster R . Entrainment of circadian programs. Chronobiol Int. 2003; 20(5):741-74. DOI: 10.1081/cbi-120024211. View

5.
Milad M, Ludwig E, Anne S, MIDDLETON Jr E, Jusko W . Pharmacodynamic model for joint exogenous and endogenous corticosteroid suppression of lymphocyte trafficking. J Pharmacokinet Biopharm. 1994; 22(6):469-80. DOI: 10.1007/BF02353790. View