Next-generation sequencing in pharmacogenomics - fit for clinical decision support?

IF 3.6 3区 医学 Q2 PHARMACOLOGY & PHARMACY Expert Review of Clinical Pharmacology Pub Date : 2024-03-01 Epub Date: 2024-01-23 DOI:10.1080/17512433.2024.2307418
Yitian Zhou, Volker M Lauschke
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Abstract

Introduction: The technological advances of sequencing methods during the past 20 years have fuelled the generation of large amounts of sequencing data that comprise common variations, as well as millions of rare and personal variants that would not be identified by conventional genotyping. While comprehensive sequencing is technically feasible, its clinical utility for guiding personalized treatment decisions remains controversial.

Areas covered: We discuss the opportunities and challenges of comprehensive sequencing compared to targeted genotyping for pharmacogenomic applications. Current pharmacogenomic sequencing panels are heterogeneous and clinical actionability of the included genes is not a major focus. We provide a current overview and critical discussion of how current studies utilize sequencing data either retrospectively from biobanks, databases or repurposed diagnostic sequencing, or prospectively using pharmacogenomic sequencing.

Expert opinion: While sequencing-based pharmacogenomics has provided important insights into genetic variations underlying the safety and efficacy of a multitude pharmacological treatments, important hurdles for the clinical implementation of pharmacogenomic sequencing remain. We identify gaps in the interpretation of pharmacogenetic variants, technical challenges pertaining to complex loci and variant phasing, as well as unclear cost-effectiveness and incomplete reimbursement. It is critical to address these challenges in order to realize the promising prospects of pharmacogenomic sequencing.

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药物基因组学中的新一代测序--是否适合临床决策支持?
引言过去 20 年间,测序方法的技术进步推动了大量测序数据的产生,这些数据包括常见变异以及数百万个常规基因分型无法识别的罕见和个人变异。虽然全面测序在技术上是可行的,但其在指导个性化治疗决策方面的临床效用仍存在争议:我们讨论了全面测序与药物基因组学应用中的靶向基因分型相比所面临的机遇和挑战。目前的药物基因组测序板是异构的,所包含基因的临床可操作性并不是重点。我们对目前的研究如何利用测序数据进行了综述和批判性讨论,这些测序数据既可以从生物库、数据库或重新利用的诊断测序中回溯获得,也可以利用药物基因组测序进行前瞻性研究:虽然基于测序的药物基因组学为了解多种药物治疗的安全性和有效性所依据的基因变异提供了重要依据,但药物基因组测序的临床应用仍面临重大障碍。我们发现了药物基因变异解释方面的差距、与复杂位点和变异分期有关的技术挑战,以及成本效益不明确和报销不完整等问题。要实现药物基因组测序的美好前景,解决这些挑战至关重要。
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来源期刊
Expert Review of Clinical Pharmacology
Expert Review of Clinical Pharmacology PHARMACOLOGY & PHARMACY-
CiteScore
7.30
自引率
2.30%
发文量
127
期刊介绍: Advances in drug development technologies are yielding innovative new therapies, from potentially lifesaving medicines to lifestyle products. In recent years, however, the cost of developing new drugs has soared, and concerns over drug resistance and pharmacoeconomics have come to the fore. Adverse reactions experienced at the clinical trial level serve as a constant reminder of the importance of rigorous safety and toxicity testing. Furthermore the advent of pharmacogenomics and ‘individualized’ approaches to therapy will demand a fresh approach to drug evaluation and healthcare delivery. Clinical Pharmacology provides an essential role in integrating the expertise of all of the specialists and players who are active in meeting such challenges in modern biomedical practice.
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