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The Importance of Gene-Drug-Drug-Interactions in Pharmacogenomics Decision Support: An Analysis Based on Austrian Claims Data

机译:基因 - 药物 - 药物 - 相互作用在药替昔组虫决策支持的重要性:基于奥地利声称数据的分析

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While pharmacogenomic testing combined with clinical decision support has the potential to increase the safety and efficacy of medical treatments, the intake of multiple prescription drugs can - if not sufficiently addressed by decision support solutions - impair the effectiveness of such interventions by modulating the capacity of precisely those enzymes whose function pharmacogenomic tests try to predict. We quantified the potential extent of such drug-mediated mismatches between genotype-derived phenotypes and real phenotypes, commonly called "phenoconversion", by screening claims data from 1,587,829 Austrian health insurance holders of the years 2006 and 2007 for concomitant prescriptions of drugs that can be dosed based on pharmacogenomics, and drugs that modulate enzyme activity. In total, 232,398 such prescription overlaps were detected, of which more than half (54.6%) could be attributed to co-prescriptions of moderate or strong modulators. Our results indicate that prescription drug-mediated phenoconversion is not uncommon, and should therefore be adequately reflected in decision support solutions by integrating algorithms to detect potential gene-drug-drug interactions.
机译:虽然药替代测试与临床决策支持相结合,但有可能提高医疗治疗的安全性和功效,但如果没有通过决策支持解决方案充分解决的话,多个处方药的摄入量可以通过调制精确的能力来损害此类干预措施的有效性这些功能药物替代测试试图预测的那些酶。我们通过筛选来自2006年和2007年的1,587,829岁奥地利医疗保险持有人的索赔数据,伴随了2006年和2007年的1,587,829岁奥地利医疗保险持有者,伴随了可能的毒品根据药物替昔代替昔域的药物剂,以及调节酶活性的药物。总共检测到232,398个这样的处方重叠,其中超过一半(54.6%)可归因于中等或强调节剂的共同处方。我们的结果表明,通过整合算法来检测潜在的基因 - 药物 - 药物相互作用,表明处方药介导的脱脂症并不罕见,并且应在决策支持溶液中充分反映。

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