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Updated: Sep 1, 2025

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Candidate Gene Testing in Clinical Cohort Studies with Multiplexed Genotyping and Mass Spectrometry
Published on: June 21, 2018
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A paradigm shift in pharmacogenomics: From candidate polymorphisms to comprehensive sequencing
Yitian Zhou1,2, Stefania Koutsilieri1, Erik Eliasson2
1Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden.
Basic & Clinical Pharmacology & Toxicology
|August 16, 2022
Summary
Comprehensive genetic sequencing offers a path to personalized medicine by uncovering pharmacogenomic variations. This approach moves beyond single gene testing to fully understand drug responses and improve treatment outcomes.
Area of Science:
- Pharmacogenomics
- Genetics
- Drug Metabolism
Background:
- Genetic factors significantly influence individual drug efficacy and toxicity.
- Current understanding of genetic variations in drug disposition is incomplete, with candidate polymorphisms explaining only a fraction of variability.
- The concept of "missing heritability" highlights the need for broader genetic analyses.
Purpose of the Study:
- To provide an updated overview of pharmacogenomic variability using population-scale sequencing data.
- To summarize methods for estimating the functional consequences of variants with unknown effects in pharmacogenes.
- To discuss the importance of ethnogeographic diversity and implementation challenges for clinical decision-making.
Main Methods:
- Analysis of population-scale sequencing projects to map pharmacogenomic variations.
- Review of current methodologies for functional variant effect estimation.
- Discussion of challenges specific to pharmacogenes and clinical implementation.
Main Results:
- Advancements in genetic profiling enable comprehensive analysis of pharmacogenetic variations.
- New opportunities exist to identify novel factors contributing to drug response variability.
- Ethnogeographic diversity is crucial for equitable pharmacogenomic benefits.
Conclusions:
- Pharmacogenetic testing is transitioning from candidate polymorphism interrogation to comprehensive sequencing.
- Full spectrum pharmacogenomic variation analysis is essential for true personalized genomic prescribing.
- Addressing implementation roadblocks is key for clinical adoption.
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