Liquid Biopsy for Patient Characterization in Cardiovascular Disease: Verification against Markers of Cytochrome P450 and P-Glycoprotein Activities

被引:26
作者
Achour, Brahim [1 ,9 ]
Gosselin, Pauline [2 ,3 ]
Terrier, Jean [2 ,3 ,4 ]
Gloor, Yvonne [4 ]
Al-Majdoub, Zubida M. [1 ]
Polasek, Thomas M. [5 ,6 ,7 ]
Daali, Youssef [3 ,4 ,8 ]
Rostami-Hodjegan, Amin [1 ,5 ]
Reny, Jean-Luc [2 ,3 ]
机构
[1] Univ Manchester, Ctr Appl Pharmacokinet Res, Sch Hlth Sci, Manchester, Lancs, England
[2] Geneva Univ Hosp, Dept Med, Gen Internal Med, Geneva, Switzerland
[3] Univ Geneva, Fac Med, Geneva Platelet Grp, Geneva, Switzerland
[4] Geneva Univ Hosp, Dept Anaesthesiol Pharmacol Intens Care & Emergen, Clin Pharmacol & Toxicol, Geneva, Switzerland
[5] Certara, Princeton, NJ USA
[6] Royal Adelaide Hosp, Dept Clin Pharmacol, Adelaide, SA, Australia
[7] Monash Univ, Ctr Med Use & Safety, Melbourne, Vic, Australia
[8] Univ Geneva, Inst Pharmaceut Sci Western Switzerland, Geneva, Switzerland
[9] Univ Rhode Isl, Coll Pharm, Dept Biomed & Pharmaceut Sci, Kingston, RI 02881 USA
关键词
INHIBITION; BIOMARKERS;
D O I
10.1002/cpt.2576
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Precision dosing strategies require accounting for between-patient variability in pharmacokinetics together with subsequent pharmacodynamic differences. Liquid biopsy is a valuable new approach to diagnose disease prior to the appearance of clinical signs and symptoms, potentially circumventing invasive tissue biopsies. However, the possibility of quantitative grading of biomarkers, as opposed to simply confirming their presence or absence, is relatively new. In this study, we aimed to verify expression measurements of cytochrome P450 (CYP) enzymes and the transporter P-glycoprotein (P-gp) in liquid biopsy against genotype and activity phenotype (assessed by the Geneva cocktail approach) in 30 acutely ill patients with cardiovascular disease in a hospital setting. After accounting for exosomal shedding, expression in liquid biopsy correlated with activity phenotype for CYP1A2, CYP2B6, CYP2C9, CYP3A, and P-gp (r = 0.44-0.70, P <= 0.05). Although genotype offered a degree of stratification, large variability (coefficient of variation (CV)) in activity (up to 157%) and expression in liquid biopsy (up to 117%) was observed within each genotype, indicating a mismatch between genotype and phenotype. Further, exosome screening revealed expression of 497 targets relevant to drug metabolism and disposition (159 enzymes and 336 transporters), as well as 20 molecular drug targets. Although there were no functional data available to correlate against these large-scale measurements, assessment of disease perturbation from healthy baseline was possible. Verification of liquid biopsy against activity phenotype is important to further individualize modeling approaches that aspire to achieve precision dosing from the start of drug treatment without the need for multiple rounds of dose optimization.
引用
收藏
页码:1268 / 1277
页数:10
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