Related Experiment Video
Updated: Jun 11, 2025

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
Value of Pharmacogenetic Testing Assessed with Real-World Drug Utilization and Genotype Data
Kaisa Litonius1,2,3, Noora Kulla4,5, Petra Falkenbach6
1Department of Clinical Pharmacology, University of Helsinki, Helsinki, Finland.
Pharmacogenetic testing implementation is slow due to limited real-world evidence. Targeting pre-emptive pharmacogenetic panel testing to patient groups most likely to receive actionable drugs may be cost-effective for healthcare systems.
Area of Science:
- Pharmacogenomics
- Clinical Pharmacology
- Health Economics
Background:
- Pharmacogenetic testing adoption in clinical practice is hindered by a lack of real-world evidence on effective implementation strategies.
- Targeted testing approaches are needed to optimize the use of pharmacogenetics in patient care.
Purpose of the Study:
- To analyze real-world data on the prescription of pharmacogenetically actionable drugs in a large patient cohort.
- To investigate factors influencing the prescription of these drugs.
- To develop a cost-benefit model for pre-emptive pharmacogenetic panel testing.
Main Methods:
- Retrospective analysis of a nationwide cohort (1,425,000 patients) and a university hospital cohort (2,178 patients).
- Examination of drug purchases and prescriptions for pharmacogenetically actionable medications.
- Whole genome genotyping for a subset of university hospital patients (n=930).
- Development of a literature-based cost-benefit model for pre-emptive testing.
Main Results:
- 60.4% of patients received at least one pharmacogenetically actionable drug; common examples include ibuprofen and codeine.
- 98.8% of genotyped patients had actionable genotypes, with 23.3% having actionable gene-drug pairs.
- Patients with musculoskeletal or cardiovascular diseases were more likely to receive actionable drugs.
- A cost-benefit model suggested potential savings of €17.49 per patient over 2 years for untargeted pre-emptive testing, excluding test costs.
Conclusions:
- A significant proportion of patients receive pharmacogenetically actionable drugs, and most carry actionable genotypes.
- Targeting pre-emptive pharmacogenetic testing to specific patient groups, particularly those with high-risk conditions, may be a reasonable and potentially cost-effective strategy.
Related Concept Videos
Analysis of Population Pharmacokinetic Data
Pharmacokinetic Models: Overview
There are three primary types of models: empirical, compartment, and physiological. Empirical models, with minimal...
Model-Independent Approaches for Pharmacokinetic Data: Noncompartmental Analysis
One important characteristic of noncompartmental analyses is that drug exposure increases proportionally with increasing doses. This...
Pharmacokinetic Models: Comparison and Selection Criterion
Physiological models take a detailed approach by considering specific molecular processes. They can predict drug distribution, metabolism, and elimination changes, providing a comprehensive understanding of how drugs interact with the body.
Nonlinear Pharmacokinetics: Role of Transporters
Polymorphisms occurring in drug transporters can alter...
Analysis Methods of Pharmacokinetic Data: Model and Model-Independent Approaches
The model approach uses mathematical models to describe changes in drug concentration over time. Pharmacokinetic models help characterize drug behavior in patients, predict drug concentration in the body fluids, calculate optimum dosage regimens, and evaluate the risk of toxicity. However, ensuring that the model fits the experimental data accurately...

