journal article·2026-04-20Open access

Navigating the Depths of Depression: A Review of Genetic-Guided Treatment Approaches

Nutu Cristian Voiță, Catalin Alexandru Pirvu, Florica Voiță-Mekeres, Florina Buleu, Alexandru Catalin Motofelea, Tiberiu Buleu, Gheorghe Nicusor Pop

Applied Sciences· Volume 16· Issue 8

Abstract

Major depressive disorder (MDD) affects over 330 million people globally, yet up to 30% of patients fail initial pharmacotherapy due to genetic variability in drug metabolism. This narrative review synthesizes evidence on pharmacogenomic (PGx) guided approaches for MDD, emphasizing their integration with POC diagnostics and engineering solutions. Approximately 40–50% of patients carry actionable variants in CYP2C19 or CYP2D6, which govern the metabolism of selective serotonin reuptake inhibitors. Landmark trials (GUIDED, PRIME Care, GAPP-MDD) and meta-analyses demonstrate that PGx-informed prescribing modestly but significantly improves remission and response rates, particularly in treatment-resistant depression. Established guidelines from CPIC and the Dutch Pharmacogenetics Working Group provide actionable recommendations for CYP2D6 and CYP2C19 phenotypes. Emerging POC platforms, including Genomadix Cube and Genedrive, now deliver CYP2C19 results within one hour, supporting rapid clinical decisions. However, psychiatric-specific implementation data remain limited compared to cardiology; current POC devices lack multi-gene capabilities, and most studies underrepresent diverse populations. Persistent barriers include variable reimbursement, limited clinician education, and fragmented electronic health record integration. Future directions include pre-emptive genotyping, expanded multi-gene panels, and embedded clinical decision support. With continued engineering innovation and rigorous validation, PGx-guided care holds promise for reducing the trial-and-error burden and advancing precision psychiatry.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Pharmacogenetics and Drug Metabolism · Treatment of Major Depression · Genetic Associations and Epidemiology

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Doctoral School of Biomedical Sciences, University of Oradea, 410073 Oradea, Romania

Discipline of Surgical Emergencies, Department of Surgery II, Victor Babes University of Medicine and Pharmacy, 300041 Timisoara, Romania

Department of Morphological Disciplines, Faculty of Medicine and Pharmacy, University of Oradea, 410073 Oradea, Romania

Department of Psychiatry, Bihor County Emergency Clinical Hospital, 410169 Oradea, Romania

Department of Cardiology, Victor Babes University of Medicine and Pharmacy, 300041 Timisoara, Romania

Department of Doctoral Studies, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square No. 2, 300041 Timisoara, Romania

Centre for Molecular Research in Nephrology and Vascular Disease (MOL-NEPHRO-VASC), “Victor Babes” University of Medicine and Pharmacy Timisoara, 300041 Timisoara, Romania

Faculty of General Medicine, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania

Center for Modeling Biological Systems and Data Analysis (CMSBAD), Victor Babes University of Medicine and Pharmacy, 300041 Timisoara, Romania

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