A circadian clock transcription model for the personalization of cancer chronotherapy

Cancer Res. 2013 Dec 15;73(24):7176-88. doi: 10.1158/0008-5472.CAN-13-1528. Epub 2013 Oct 23.

Abstract

Circadian timing of anticancer medications has improved treatment tolerability and efficacy several fold, yet with intersubject variability. Using three C57BL/6-based mouse strains of both sexes, we identified three chronotoxicity classes with distinct circadian toxicity patterns of irinotecan, a topoisomerase I inhibitor active against colorectal cancer. Liver and colon circadian 24-hour expression patterns of clock genes Rev-erbα and Bmal1 best discriminated these chronotoxicity classes, among 27 transcriptional 24-hour time series, according to sparse linear discriminant analysis. An 8-hour phase advance was found both for Rev-erbα and Bmal1 mRNA expressions and for irinotecan chronotoxicity in clock-altered Per2(m/m) mice. The application of a maximum-a-posteriori Bayesian inference method identified a linear model based on Rev-erbα and Bmal1 circadian expressions that accurately predicted for optimal irinotecan timing. The assessment of the Rev-erbα and Bmal1 regulatory transcription loop in the molecular clock could critically improve the tolerability of chemotherapy through a mathematical model-based determination of host-specific optimal timing.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • ARNTL Transcription Factors / genetics
  • Animals
  • Camptothecin / administration & dosage
  • Camptothecin / analogs & derivatives*
  • Chronotherapy / methods*
  • Circadian Clocks / genetics*
  • Colonic Neoplasms / drug therapy
  • Colonic Neoplasms / genetics
  • Colonic Neoplasms / metabolism
  • Female
  • Gene Expression Regulation, Neoplastic
  • Irinotecan
  • Liver Neoplasms, Experimental / drug therapy*
  • Liver Neoplasms, Experimental / genetics
  • Liver Neoplasms, Experimental / metabolism
  • Male
  • Mice
  • Mice, Inbred C57BL
  • Mice, Inbred CBA
  • Mice, Inbred DBA
  • Models, Biological
  • Nuclear Receptor Subfamily 1, Group D, Member 1 / genetics
  • Period Circadian Proteins / biosynthesis
  • Period Circadian Proteins / genetics
  • Period Circadian Proteins / metabolism
  • Precision Medicine / methods
  • RNA, Messenger / biosynthesis
  • RNA, Messenger / genetics
  • Topoisomerase I Inhibitors / administration & dosage*

Substances

  • ARNTL Transcription Factors
  • Bmal1 protein, mouse
  • Nr1d1 protein, mouse
  • Nuclear Receptor Subfamily 1, Group D, Member 1
  • Per2 protein, mouse
  • Period Circadian Proteins
  • RNA, Messenger
  • Topoisomerase I Inhibitors
  • Irinotecan
  • Camptothecin