Identification of Circadian Determinants of Cancer Chronotherapy through In Vitro Chronopharmacology and Mathematical Modeling

被引:61
作者
Dulong, Sandrine [1 ,2 ]
Ballesta, Annabelle [3 ,4 ]
Okyar, Alper [1 ,2 ,5 ]
Levi, Francis [1 ,2 ,3 ,4 ,6 ]
机构
[1] INSERM, Rythmes Biol & Canc UMR SO776, Villejuif, France
[2] Univ Paris 11, Orsay, France
[3] Warwick Syst Biol Ctr, Coventry, W Midlands, England
[4] Warwick Med Sch, Canc Chronotherapy Unit, Coventry, W Midlands, England
[5] Istanbul Univ, Fac Pharm, Dept Pharmacol, Istanbul, Turkey
[6] Hop Paul Brousse, AP HP, Dept Med Oncol, Unite Chronotherapie, Villejuif, France
关键词
GENE-EXPRESSION; TIMING SYSTEM; TRANSCRIPTION; RHYTHMS; MOUSE; COORDINATION; BIOMARKERS;
D O I
10.1158/1535-7163.MCT-15-0129
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Cancer chronotherapy aims at enhancing tolerability and efficacy of anticancer drugs through their delivery according to circadian clocks. However, mouse and patient data show that lifestyle, sex, genetics, drugs, and cancer can modify both host circadian clocks and metabolism pathways dynamics, and thus the optimal timing of drug administration. The mathematical modeling of chronopharmacology could indeed help moderate optimal timing according to patient-specific determinants. Here, we combine in vitro and in silico methods, in order to characterize the critical molecular pathways that drive the chronopharmacology of irinotecan, a topoisomerase I inhibitor with complex metabolism and known activity against colorectal cancer. Large transcription rhythms moderated drug bioactivation, detoxification, transport, and target in synchronized colorectal cancer cell cultures. These molecular rhythms translated into statistically significant changes in pharmacokinetics and pharmacodynamics according to in vitro circadian drug timing. The top-up of the multiple coordinated chronopharmacology pathways resulted in a four-fold difference in irinotecan-induced apoptosis according to drug timing. Irinotecan cytotoxicity was directly linked to clock gene BMAL1 expression: The least apoptosis resulted from drug exposure near BMAL1 mRNA nadir (P < 0.001), whereas clock silencing through siBMAL1 exposure ablated all the chronopharmacology mechanisms. Mathematical modeling highlighted circadian bioactivation and detoxification as the most critical determinants of irinotecan chronopharmacology. In vitro-in silico systems chronopharmacology is a new powerful methodology for identifying the main mechanisms at work in order to optimize circadian drug delivery. (C) 2015 AACR.
引用
收藏
页码:2154 / 2164
页数:11
相关论文
共 35 条
[1]  
Ahowesso C., 2011, APPROCHE EXPT PERSON
[2]   Sex and Dosing-Time Dependencies in Irinotecan-Induced Circadian Disruption [J].
Ahowesso, Constance ;
Li, Xiao-Mei ;
Zampera, Sinisa ;
Peteri-Brunbaeck, Brigitta ;
Dulong, Sandrine ;
Beau, Jacques ;
Hossard, Virginie ;
Filipski, Elisabeth ;
Delaunay, Franck ;
Claustrat, Bruno ;
Levi, Francis .
CHRONOBIOLOGY INTERNATIONAL, 2011, 28 (05) :458-470
[3]   Daily rhythms of P-glycoprotein expression in mice [J].
Ando, H ;
Yanagihara, H ;
Sugimoto, K ;
Hayashi, Y ;
Tsuruoka, S ;
Takamura, T ;
Kaneko, S ;
Fujimura, A .
CHRONOBIOLOGY INTERNATIONAL, 2005, 22 (04) :655-665
[4]  
[Anonymous], 2008, GLOBAL SENSITIVITY A
[5]   A Combined Experimental and Mathematical Approach for Molecular-based Optimization of Irinotecan Circadian Delivery [J].
Ballesta, Annabelle ;
Dulong, Sandrine ;
Abbara, Chadi ;
Cohen, Boris ;
Okyar, Alper ;
Clairambault, Jean ;
Levi, Francis .
PLOS COMPUTATIONAL BIOLOGY, 2011, 7 (09)
[6]  
CHOMCZYNSKI P, 1987, ANAL BIOCHEM, V162, P156, DOI 10.1016/0003-2697(87)90021-2
[7]   The Mammalian Circadian Timing System: Organization and Coordination of Central and Peripheral Clocks [J].
Dibner, Charna ;
Schibler, Ueli ;
Albrecht, Urs .
ANNUAL REVIEW OF PHYSIOLOGY, 2010, 72 :517-549
[8]   Coordination of the transcriptome and metabolome by the circadian clock [J].
Eckel-Mahan, Kristin L. ;
Patel, Vishal R. ;
Mohney, Robert P. ;
Vignola, Katie S. ;
Baldi, Pierre ;
Sassone-Corsi, Paolo .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (14) :5541-5546
[9]   Optimization of irinotecan chronotherapy with P-glycoprotein inhibition [J].
Filipski, Elisabeth ;
Berland, Elodie ;
Ozturk, Narin ;
Guettier, Catherine ;
van der Horst, Gijsbertus T. J. ;
Levi, Francis ;
Okyar, Alper .
TOXICOLOGY AND APPLIED PHARMACOLOGY, 2014, 274 (03) :471-479
[10]   Rhythmic Nucleotide Synthesis in the Liver: Temporal Segregation of Metabolites [J].
Fustin, Jean-Michel ;
Doi, Masao ;
Yamada, Hiroyuki ;
Komatsu, Rie ;
Shimba, Shigeki ;
Okamura, Hitoshi .
CELL REPORTS, 2012, 1 (04) :341-349