Circadian Phase Resetting via Single and Multiple Control Targets

被引:41
作者
Bagheri, Neda [1 ]
Stelling, Joerg [2 ,3 ]
Doyle, Francis J., III [1 ,4 ]
机构
[1] Univ Calif Santa Barbara, Dept Elect & Comp Engn, Santa Barbara, CA 93106 USA
[2] Inst Computat Sci, Zurich, Switzerland
[3] Swiss Inst Bioinformat, Zurich, Switzerland
[4] Univ Calif Santa Barbara, Dept Chem Engn, Santa Barbara, CA 93106 USA
关键词
D O I
10.1371/journal.pcbi.1000104
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Circadian entrainment is necessary for rhythmic physiological functions to be appropriately timed over the 24-hour day. Disruption of circadian rhythms has been associated with sleep and neuro-behavioral impairments as well as cancer. To date, light is widely accepted to be the most powerful circadian synchronizer, motivating its use as a key control input for phase resetting. Through sensitivity analysis, we identify additional control targets whose individual and simultaneous manipulation (via a model predictive control algorithm) out-perform the open-loop light-based phase recovery dynamics by nearly 3-fold. We further demonstrate the robustness of phase resetting by synchronizing short- and long-period mutant phenotypes to the 24-hour environment; the control algorithm is robust in the presence of model mismatch. These studies prove the efficacy and immediate application of model predictive control in experimental studies and medicine. In particular, maintaining proper circadian regulation may significantly decrease the chance of acquiring chronic illness.
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页数:10
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