Use of Pharmacogenetic Drugs by the Dutch Population

被引:31
作者
Alshabeeb, Mohammad A. [1 ,2 ,3 ]
Deneera, Vera H. M. [4 ]
Khan, Amjad [1 ,2 ]
Asselbergs, Folkert W. [3 ,5 ,6 ,7 ]
机构
[1] King Abdullah Int Med Res Ctr, Med Genom Res Dept, Riyadh, Saudi Arabia
[2] King Saud Bin Abdulaziz Univ Hlth Sci, Riyadh, Saudi Arabia
[3] Univ Utrecht, Univ Med Ctr Utrecht, Div Heart & Lungs, Dept Cardiol, Utrecht, Netherlands
[4] Univ Med Ctr Utrecht, Dept Clin Pharm, Utrecht, Netherlands
[5] UCL, Fac Populat Hlth Sci, Inst Cardiovasc Sci, London, England
[6] UCL, Hlth Data Res UK, London, England
[7] UCL, Inst Hlth Informat, London, England
关键词
pharmacogenetics; preemptive genetic testing; ADRs; CYP2D6; SLCO1B1; CYP2C19; IMPLEMENTATION CONSORTIUM; COST-EFFECTIVENESS; MEDICINE; POLYMORPHISM; GUIDELINE; SLCO1B1;
D O I
10.3389/fgene.2019.00567
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Introduction: The Dutch Pharmacogenetics Working Group (DPWG) indicated a list of actionable genotypes that affect patients' response to more 50 drugs; these drugs which show variable effects based on patients' genetic traits were named as pharmacogenetics (PGX) drugs. Preemptive genetic testing before using these drugs may protect certain patients from serious adverse reactions and could help in avoiding treatment failures. The objectives of this study include identifying the rate of PGX drug usage among Dutch population, estimating the level of users who carry the actionable genotypes and determining the main genes involved in drug's effect variability. Methods: Usage of PGX drugs over 2011-2017 by the insured population (an average of 11.4 million) in outpatient clinics in Netherlands was obtained from the publically available GIP databank. The data of 45 drugs were analyzed and their interactions with selected pharmacogenes were estimated. Frequency of actionable genotypes of 249 Dutch parents was obtained from the public database: Genome of Netherlands (GoNL), to identify the pattern of genetic characteristics of Dutch population. Results: Over a 7 year period, 51.3 million exposures of patients to PGX drugs were reported with an average of 5.3 exposures per each drug user. One quarterof the exposures (12.4 million) are predicted to be experienced by individuals with actionable genotypes (risky exposures). Up to 60% of the risky exposures (around 7.5 million) were related to drugs metabolized by CYP2D6. SLCO1B1, and CYP2C19 were also identified among the top genes affecting response of drugs users (involved in about 22 and 12.4% of the risky exposures, respectively). Cardiovascular medications were the top prescribed PGX drug class (43%), followed by gastroenterology (29%) and psychiatry/neurology medications (15%). Women use more PGX drugs than men (55.8 vs. 44.2%, respectively) with the majority (84%) of users in both sexes are above 45 years. Conclusion: PGX drugs are commonly used in Netherlands. Preemptive panel testing for CYP2D6, SLCO1B1, and CYP2C19 only could be useful to predict 95% of vulnerable patients' exposures to PGX drugs. Future studies to assess the economic impact of preemptive panel testing on patients of older age are suggested.
引用
收藏
页数:9
相关论文
共 40 条
[1]   Cost-effectiveness of one-time genetic testing to minimize lifetime adverse drug reactions [J].
Alagoz, O. ;
Durham, D. ;
Kasirajan, K. .
PHARMACOGENOMICS JOURNAL, 2016, 16 (02) :129-136
[2]   Implementation of a pharmacist-led pharmacogenomics service for the Program of All-Inclusive Care for the Elderly (PHARM-GENOME-PACE) [J].
Bain, Kevin T. ;
Schwartz, Emily J. ;
Knowlton, Orsula V. ;
Knowlton, Calvin H. ;
Turgeon, Jacques .
JOURNAL OF THE AMERICAN PHARMACISTS ASSOCIATION, 2018, 58 (03) :281-+
[3]   Comparison of the Guidelines of the Clinical Pharmacogenetics Implementation Consortium and the Dutch Pharmacogenetics Working Group [J].
Bank, P. C. D. ;
Caudle, K. E. ;
Swen, J. J. ;
Gammal, R. S. ;
Whirl-Carrillo, M. ;
Klein, T. E. ;
Relling, M. V. ;
Guchelaar, H-J .
CLINICAL PHARMACOLOGY & THERAPEUTICS, 2018, 103 (04) :599-618
[4]  
Bank PCD, 2018, ADV PHARMACOL, V83, P219, DOI 10.1016/bs.apha.2018.04.003
[5]   Current progress in pharmacogenetics [J].
Blakey, John D. ;
Hall, Ian P. .
BRITISH JOURNAL OF CLINICAL PHARMACOLOGY, 2011, 71 (06) :824-831
[6]   The Genome of the Netherlands: design, and project goals [J].
Boomsma, Dorret I. ;
Wijmenga, Cisca ;
Slagboom, Eline P. ;
Swertz, Morris A. ;
Karssen, Lennart C. ;
Abdellaoui, Abdel ;
Ye, Kai ;
Guryev, Victor ;
Vermaat, Martijn ;
van Dijk, Freerk ;
Francioli, Laurent C. ;
Hottenga, Jouke Jan ;
Laros, Jeroen F. J. ;
Li, Qibin ;
Li, Yingrui ;
Cao, Hongzhi ;
Chen, Ruoyan ;
Du, Yuanping ;
Li, Ning ;
Cao, Sujie ;
van Setten, Jessica ;
Menelaou, Androniki ;
Pulit, Sara L. ;
Hehir-Kwa, Jayne Y. ;
Beekman, Marian ;
Elbers, Clara C. ;
Byelas, Heorhiy ;
de Craen, Anton J. M. ;
Deelen, Patrick ;
Dijkstra, Martijn ;
den Dunnen, Johan T. ;
de Knijff, Peter ;
Houwing-Duistermaat, Jeanine ;
Koval, Vyacheslav ;
Estrada, Karol ;
Hofman, Albert ;
Kanterakis, Alexandros ;
van Enckevort, David ;
Mai, Hailiang ;
Kattenberg, Mathijs ;
van Leeuwen, Elisabeth M. ;
Neerincx, Pieter B. T. ;
Oostra, Ben ;
Rivadeneira, Fernanodo ;
Suchiman, Eka H. D. ;
Uitterlinden, Andre G. ;
Willemsen, Gonneke ;
Wolffenbuttel, Bruce H. ;
Wang, Jun ;
de Bakker, Paul I. W. .
EUROPEAN JOURNAL OF HUMAN GENETICS, 2014, 22 (02) :221-227
[7]   Pharmacogenomically actionable medications in a safety net health care system [J].
Carpenter, Janet S. ;
Rosenman, Marc B. ;
Knisely, Mitchell R. ;
Decker, Brian S. ;
Levy, Kenneth D. ;
Flockhart, David A. .
SAGE OPEN MEDICINE, 2016, 4
[8]   Incorporation of Pharmacogenomics into Routine Clinical Practice: the Clinical Pharmacogenetics Implementation Consortium (CPIC) Guideline Development Process [J].
Caudle, Kelly E. ;
Klein, Teri E. ;
Hoffman, James M. ;
Mueller, Daniel J. ;
Whirl-Carrillo, Michelle ;
Gong, Li ;
McDonagh, Ellen M. ;
Sangkuhl, Katrin ;
Thorn, Caroline F. ;
Schwab, Matthias ;
Agundez, Jose A. G. ;
Freimuth, Robert R. ;
Huser, Vojtech ;
Lee, Ming Ta Michael ;
Iwuchukwu, Otito F. ;
Crews, Kristine R. ;
Scott, Stuart A. ;
Wadelius, Mia ;
Swen, Jesse J. ;
Tyndale, Rachel F. ;
Stein, C. Michael ;
Roden, Dan ;
Relling, Mary V. ;
Williams, Marc S. ;
Johnson, Samuel G. .
CURRENT DRUG METABOLISM, 2014, 15 (02) :209-217
[9]   Ubiquitous Pharmacogenomics (U-PGx): The Time for Implementation is Now. An Horizon2020 Program to Drive Pharmacogenomics into Clinical Practice [J].
Cecchin, Erika ;
Roncato, Rossana ;
Guchelaar, Hendrik J. ;
Toffoli, Giuseppe .
CURRENT PHARMACEUTICAL BIOTECHNOLOGY, 2017, 18 (03) :204-209
[10]   Genome sequencing as a platform for pharmacogenetic genotyping: a pediatric cohort study [J].
Cohn, Iris ;
Paton, Tara A. ;
Marshall, Christian R. ;
Basran, Raveen ;
Stavropoulos, Dimitri J. ;
Ray, Peter N. ;
Monfared, Nasim ;
Hayeems, Robin Z. ;
Meyn, M. Stephen ;
Bowdin, Sarah ;
Scherer, Stephen W. ;
Cohn, Ronald D. ;
Ito, Shinya .
NPJ GENOMIC MEDICINE, 2017, 2