Systems approach reveals photosensitivity and PER2 level as determinants of clock-modulator efficacy

Mol Syst Biol. 2019 Jul;15(7):e8838. doi: 10.15252/msb.20198838.

Abstract

In mammals, the master circadian clock synchronizes daily rhythms of physiology and behavior with the day-night cycle. Failure of synchrony, which increases the risk for numerous chronic diseases, can be treated by phase adjustment of the circadian clock pharmacologically, for example, with melatonin, or a CK1δ/ε inhibitor. Here, using in silico experiments with a systems pharmacology model describing molecular interactions, and pharmacokinetic and behavioral experiments in cynomolgus monkeys, we find that the circadian phase delay caused by CK1δ/ε inhibition is more strongly attenuated by light in diurnal monkeys and humans than in nocturnal mice, which are common preclinical models. Furthermore, the effect of CK1δ/ε inhibition strongly depends on endogenous PER2 protein levels, which differs depending on both the molecular cause of the circadian disruption and the patient's lighting environment. To circumvent such large interindividual variations, we developed an adaptive chronotherapeutics to identify precise dosing regimens that could restore normal circadian phase under different conditions. Our results reveal the importance of photosensitivity in the clinical efficacy of clock-modulating drugs, and enable precision medicine for circadian disruption.

Keywords: CK1δ/ε inhibitor; circadian rhythms; personalized chronotherapy; systems pharmacology model.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Casein Kinase Idelta / antagonists & inhibitors
  • Casein Kinase Idelta / genetics*
  • Casein Kinase Idelta / metabolism
  • Circadian Clocks / drug effects
  • Circadian Clocks / genetics*
  • Circadian Clocks / radiation effects
  • Circadian Rhythm / drug effects
  • Circadian Rhythm / genetics*
  • Circadian Rhythm / radiation effects
  • Cryptochromes / genetics
  • Cryptochromes / metabolism
  • Drug Administration Schedule
  • Drug Chronotherapy
  • Gene Expression Regulation
  • Humans
  • Light
  • Light Signal Transduction / genetics*
  • Macaca fascicularis
  • Mice
  • Period Circadian Proteins / genetics*
  • Period Circadian Proteins / metabolism
  • Photoperiod
  • Precision Medicine
  • Protein Kinase Inhibitors / pharmacology
  • Pyrimidines / pharmacology
  • Species Specificity
  • Systems Biology / methods

Substances

  • CRY1 protein, human
  • CRY2 protein, human
  • Cryptochromes
  • PER2 protein, human
  • Period Circadian Proteins
  • Protein Kinase Inhibitors
  • Pyrimidines
  • PF-670462
  • Casein Kinase Idelta