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与麻醉常用药物相关的可操作分子变异的药物基因组学概况:全外显子组测序分析揭示新突变

Pharmacogenomic profile of actionable molecular variants related to drugs commonly used in anesthesia: WES analysis reveals new mutations.

作者信息

Parada-Márquez Juan Fernando, Maldonado-Rodriguez Nicolás David, Triana-Fonseca Paula, Contreras-Bravo Nora Constanza, Calderón-Ospina Carlos Alberto, Restrepo Carlos M, Morel Adrien, Ortega-Recalde Oscar Javier, Silgado-Guzmán Daniel Felipe, Angulo-Aguado Mariana, Fonseca-Mendoza Dora Janeth

机构信息

Department of Molecular Diagnosis, Genética Molecular de Colombia SAS, Bogotá, Colombia.

School of Medicine and Health Sciences, Center for Research in Genetics and Genomics (CIGGUR), Institute of Translational Medicine (IMT), Universidad Del Rosario, Bogotá, Colombia.

出版信息

Front Pharmacol. 2023 Mar 20;14:1047854. doi: 10.3389/fphar.2023.1047854. eCollection 2023.

Abstract

Genetic interindividual variability is associated with adverse drug reactions (ADRs) and affects the response to common drugs used in anesthesia. Despite their importance, these variants remain largely underexplored in Latin-American countries. This study describes rare and common variants found in genes related to metabolism of analgesic and anaesthetic drug in the Colombian population. We conducted a study that included 625 Colombian healthy individuals. We generated a subset of 14 genes implicated in metabolic pathways of common medications used in anesthesia and assessed them by whole-exome sequencing (WES). Variants were filtered using two pipelines: A) novel or rare (minor allele frequency-MAF <1%) variants including missense, loss-of-function (LoF, e.g., frameshift, nonsense), and splice site variants with potential deleterious effect and B) clinically validated variants described in the PharmGKB (categories 1, 2 and 3) and/or ClinVar databases. For rare and novel missense variants, we applied an optimized prediction framework (OPF) to assess the functional impact of pharmacogenetic variants. Allelic, genotypic frequencies and Hardy-Weinberg equilibrium were calculated. We compare our allelic frequencies with these from populations described in the gnomAD database. Our study identified 148 molecular variants potentially related to variability in the therapeutic response to 14 drugs commonly used in anesthesiology. 83.1% of them correspond to rare and novel missense variants classified as pathogenic according to the pharmacogenetic optimized prediction framework, 5.4% were loss-of-function (LoF), 2.7% led to potential splicing alterations and 8.8% were assigned as actionable or informative pharmacogenetic variants. Novel variants were confirmed by Sanger sequencing. Allelic frequency comparison showed that the Colombian population has a unique pharmacogenomic profile for anesthesia drugs with some allele frequencies different from other populations. Our results demonstrated high allelic heterogeneity among the analyzed sampled, enriched by rare (91.2%) variants in pharmacogenes related to common drugs used in anesthesia. The clinical implications of these results highlight the importance of implementation of next-generation sequencing data into pharmacogenomic approaches and personalized medicine.

摘要

基因个体间变异性与药物不良反应(ADR)相关,并影响对麻醉中常用药物的反应。尽管这些变异很重要,但在拉丁美洲国家,它们在很大程度上仍未得到充分研究。本研究描述了在哥伦比亚人群中与镇痛和麻醉药物代谢相关基因中发现的罕见和常见变异。我们开展了一项研究,纳入了625名哥伦比亚健康个体。我们选取了14个与麻醉中常用药物代谢途径相关的基因子集,并通过全外显子测序(WES)对其进行评估。使用两种流程筛选变异:A)新的或罕见的(次要等位基因频率-MAF<1%)变异,包括错义、功能丧失(LoF,例如移码、无义)以及具有潜在有害效应的剪接位点变异;B)PharmGKB(1、2和3类)和/或ClinVar数据库中描述的经临床验证的变异。对于罕见和新的错义变异,我们应用优化预测框架(OPF)来评估药物遗传学变异的功能影响。计算等位基因频率、基因型频率和哈迪-温伯格平衡。我们将我们的等位基因频率与gnomAD数据库中描述的人群的频率进行比较。我们的研究确定了148个可能与麻醉学中常用的14种药物治疗反应变异性相关的分子变异。其中83.1%对应于根据药物遗传学优化预测框架分类为致病的罕见和新的错义变异,5.4%为功能丧失(LoF),2.7%导致潜在的剪接改变,8.8%被指定为可操作或信息丰富的药物遗传学变异。新变异通过桑格测序得到确认。等位基因频率比较表明,哥伦比亚人群在麻醉药物方面具有独特的药物基因组特征,一些等位基因频率与其他人群不同。我们的结果表明,在分析的样本中存在高等位基因异质性,与麻醉中常用药物相关的药物基因中的罕见(91.2%)变异使其更加丰富。这些结果的临床意义凸显了将下一代测序数据应用于药物基因组学方法和个性化医疗的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4951/10069477/f245430a719d/fphar-14-1047854-g001.jpg

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