Hočevar Keli, Maver Aleš, Peterlin Borut
Clinical Institute of Medical Genetics, University Medical Centre Ljubljana, Ljubljana, Slovenia.
Front Pharmacol. 2019 Mar 14;10:240. doi: 10.3389/fphar.2019.00240. eCollection 2019.
Genetic variability in some of the genes that affect absorption, distribution, metabolism, and elimination ("pharmacogenes") can significantly influence an individual's response to the drug and consequently the effectiveness of treatment and possible adverse drug events. The rapid development of sequencing methods in recent years and consequently the increased integration of next-generation sequencing technologies into the clinical settings has enabled extensive genotyping of pharmacogenes for personalized treatment. The aim of the present study was to investigate the frequency and variety of potentially actionable pharmacogenetic findings in the Slovenian population. De-identified data from diagnostic exome sequencing in 1904 cases submitted to our institution were analyzed for variants within 293 genes associated with drug response. Filtered variants were classified according to population frequency, variant type, the functional impact of the variant, pathogenicity predictions and characterization in the Pharmacogenomics Knowledgebase (PharmGKB) and ClinVar. We observed a total of 24 known actionable pharmacogenetic variants (PharmGKB 1A or 1B level of evidence), comprising approximately 26 drugs, of which, 12 were rare, with the population frequency below 1%. Furthermore, we identified an additional 61 variants with PharmGKB 2A or 2B clinical annotations. We detected 308 novel/rare potentially actionable variants: 177 protein-truncating variants and 131 missense variants predicted to be pathogenic based on several pathogenicity predictions. In the present study, we estimated the burden of pharmacogenetic variants in nationally based exome sequencing data and investigated the potential clinical usefulness of detected findings for personalized treatment. We provide the first comprehensive overview of known pharmacogenetic variants in the Slovenian population, as well as reveal a great proportion of novel/rare variants with a potential to influence drug response.
一些影响吸收、分布、代谢和排泄的基因(“药物基因”)中的遗传变异性可显著影响个体对药物的反应,进而影响治疗效果以及可能出现的药物不良事件。近年来测序方法的快速发展以及由此导致的下一代测序技术在临床环境中的更多应用,使得对药物基因进行广泛的基因分型以实现个性化治疗成为可能。本研究的目的是调查斯洛文尼亚人群中具有潜在可采取行动的药物遗传学发现的频率和种类。对提交至我们机构的1904例患者的诊断性外显子组测序的去识别化数据进行分析,以查找与药物反应相关的293个基因中的变异。根据群体频率、变异类型、变异的功能影响、致病性预测以及在药物基因组学知识库(PharmGKB)和临床变异数据库(ClinVar)中的特征,对筛选出的变异进行分类。我们共观察到24个已知的可采取行动的药物遗传学变异(PharmGKB 1A或1B证据水平),涉及约26种药物,其中12个为罕见变异,群体频率低于1%。此外,我们还识别出另外61个具有PharmGKB 2A或2B临床注释的变异。我们检测到308个新的/罕见的潜在可采取行动的变异:177个蛋白质截短变异和131个根据多种致病性预测被预测为致病性的错义变异。在本研究中,我们估计了基于全国范围外显子组测序数据的药物遗传学变异负担,并调查了检测到的结果对个性化治疗的潜在临床实用性。我们首次全面概述了斯洛文尼亚人群中已知的药物遗传学变异,并揭示了很大一部分可能影响药物反应的新的/罕见变异。