Repositioning candidate gene approaches in the post-GWAS era : a clinical perspective from psychiatric pharmacogenetics

Pjevac, Milica (author), Bon, Jurij (author), Dolžan, Vita (author)

The clinical adoption of pharmacogenetics has advanced unevenly despite rapid progress in genomic discovery. Genome-wide association studies and next-generation sequencing have substantially improved our understanding of the polygenic and regulatory architecture of complex diseases, yet translating these insights into clinically actionable pharmacogenetic strategies remains challenging. In this opinion article, we argue that targeted genetic approaches, traditionally represented by candidate gene association studies, should be reconsidered within a modern genomic framework. While such approaches proved limited as discovery tools for complex disease risk, they may retain translational value when integrated with genome-wide evidence and multi-omics prioritization. In pharmacogenetics, pathway-focused investigations and targeted validation studies can help bridge the gap between large-scale genomic discovery and clinical implementation. Within this framework, pharmacokinetic pharmacogenes (e.g., CYP2D6, CYP2C19) and pharmacodynamic phenotypes (e.g., treatment response, antipsychotic-induced weight gain) represent fundamentally different translational challenges, differing in effect size, biological complexity, and clinical readiness. We propose that the strategic integration of genome-wide analyses, sequencing, multi-omics data, and hypothesis-driven genetic studies may accelerate the clinical adoption of pharmacogenetics and contribute to more effective precision medicine in psychiatry.

• Language: English
• Keywords: candidate gene studies, GWAS, pharmacogenomics, pharmacogenetics, precision psychiatry
• Work type: Article
• Typology: 1.02 - Review Article
• Organization: MF - Faculty of Medicine
• Publication status: Published
• Publication version: Version of Record
• Year: 2026
• Number of pages: 9 str.
• Numbering: Vol. 17, art.1828563
• PID: 20.500.12556/RUL-186232
• UDC: 616.89
• ISSN on article: 1664-8021
• DOI: 10.3389/fgene.2026.1828563
• COBISS.SI-ID: 288888067
• Publication date in RUL: 28.08.2026

Record is a part of a journal

• Title: Frontiers in genetics
• Shortened title: Front. genet.
• Publisher: Frontiers Media
• ISSN: 1664-8021
• COBISS.SI-ID: 15201558

Licences

• License: CC BY 4.0, Creative Commons Attribution 4.0 International
• Link: http://creativecommons.org/licenses/by/4.0/
• Description: This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.

Secondary language

• Language: Slovenian
• Keywords: študije kandidatnih genov, genomske asociacijske študije, farmakogenomika, farmakogenetika, natančna psihiatrija, personalizirana psihiatrija

Projects

• Funder: ARIS - Slovenian Research and Innovation Agency
• Project number: P5-0110
• Name: Psihološki in nevroznanstveni vidiki kognicije

• Funder: ARIS - Slovenian Research and Innovation Agency
• Project number: P1-0170
• Name: Molekulski mehanizmi uravnavanja celičnih procesov v povezavi z nekaterimi boleznimi pri človeku