Pharmacogenomics – the core of individualized, precision medication therapy.
For the pts who are having a difficult time getting their pain managed properly. Having your PGx (DNA) testing done. The test is from a simple cheek swab. Send it off to the lab, and in a couple of weeks, you will typically get a somewhat semi-vague report. The report that you will first get can be as much as 70 +/- pages, listing some general plus or minuses comparing your CYP-450 liver enzymes with your medications and gives you some recommendations about how your body metabolizes the medications that you take. The graphic to the right is what a medical professional will work with to help them narrow down which particular medication in a particular category will work best with your CYP-450 liver enzymes, and your body will metabolize a particular med best.
An example is that Hydrocodone has to be metabolized to its active metabolite, which is Hydromorphone. If your body poorly metabolizes Hydrocodone, you are not going to get very good pain management.
Some prescribers do not believe in this system. The MME and Narxcare do not take PGx into consideration when determining a pt’s most appropriate dose. Most insurance companies don’t want to pay for PGx testing because they don’t see how it is going to increase their bottom line. Most don’t care if it improves the pt’s QOL.
Pharmacogenomics (PGx) is the study of how a patient’s genetic makeup influences their response to medications, with the goal of personalizing therapy to maximize benefit and minimize harm. The science and clinical application of PGx have advanced rapidly, and there is now strong evidence that proper use of PGx recommendations can significantly improve patient outcomes—especially for those with complex or high-acuity health issues.
What Is Behind the PGx System and Evaluations?
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Core Principle:
PGx focuses on identifying genetic variations—especially in genes encoding drug-metabolizing enzymes (like CYP450 family), drug transporters, and drug targets—that affect how drugs are absorbed, metabolized, and act in the body178. -
Testing and Interpretation:
PGx testing analyzes a patient’s DNA for variants (polymorphisms) in key pharmacogenes. Results are interpreted using evidence-based guidelines (e.g., CPIC, DPWG) that link specific genotypes to drug dosing, efficacy, and risk of adverse drug reactions (ADRs)92312. -
Actionable Recommendations:
Recommendations may include dose adjustments, drug selection, or enhanced monitoring based on the patient’s genotype-predicted phenotype (e.g., poor, intermediate, normal, or ultra-rapid metabolizer)18.
Evidence for PGx Improving Patient Outcomes
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Reduced Adverse Drug Reactions:
Multiple large studies and systematic reviews show that PGx-guided therapy reduces clinically significant ADRs. For example, the PREPARE trial (n=6,944) found a 33% lower risk of ADRs in patients receiving genotype-guided therapy compared to standard care136. -
Improved Efficacy:
PGx testing helps select the right drug and dose, increasing the likelihood of therapeutic success, especially in fields like psychiatry, cardiology, and oncology81411. -
Cost Savings:
PGx-guided therapy can lead to substantial cost savings by reducing ineffective prescribing, ADRs, and hospitalizations. Studies report annual savings of $600–$4,000 per patient, even after accounting for test costs46. -
Clinical Guidelines and Implementation:
The Clinical Pharmacogenetics Implementation Consortium (CPIC) and other expert groups provide graded, evidence-based recommendations for dozens of drug-gene pairs, supporting integration into routine care932.
Who Benefits Most from PGx?
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High-Acuity and Complex Patients:
Patients with multiple comorbidities, polypharmacy, or a history of ADRs benefit most from PGx, as they are at higher risk for drug-gene and drug-drug interactions4510. -
Elderly and Those with Chronic Conditions:
PGx can be especially valuable for elderly patients and those with chronic or rare diseases, as their medication regimens are more likely to be affected by genetic variability105. -
Patients Requiring High-Risk Medications:
For drugs with narrow therapeutic indices or high risk of toxicity (e.g., warfarin, codeine, certain antidepressants and antipsychotics), PGx-guided prescribing can be lifesaving814.
Summary Table: PGx Benefits
Benefit Area | Evidence/Outcome |
---|---|
ADR reduction | 30–33% lower risk of ADRs in PGx-guided groups136 |
Improved efficacy | Higher rates of therapeutic success, especially for complex regimens811 |
Cost savings | $600–$4,000 per patient per year46 |
Polypharmacy management | More targeted therapy, fewer drug interactions4510 |
High-acuity patients | Greater benefit due to complexity and risk105 |
Conclusion
PGx recommendations, when properly implemented, are supported by robust evidence—including large randomized trials and real-world studies—for improving medication safety, efficacy, and cost-effectiveness. The more complex the patient’s health issues and medication regimen, the greater the potential benefit from PGx-guided therapy. This approach is increasingly recognized as a key component of precision medicine and is being integrated into routine clinical practice worldwide111314.
- https://www.pbm.va.gov/PBM/AcademicDetailingService/Documents/508/IB10-1721_PGx_Provider_IntoToPrecisionMedicine_P97138.pdf
- https://pmc.ncbi.nlm.nih.gov/articles/PMC10233068/
- https://pmc.ncbi.nlm.nih.gov/articles/PMC5117674/
- https://pmc.ncbi.nlm.nih.gov/articles/PMC4725634/
- https://pmc.ncbi.nlm.nih.gov/articles/PMC8975737/
- https://www.ajmc.com/view/pharmacogenomics-for-improved-outcomes-and-decreased-costs-in-health-care
- https://www.genome.gov/about-genomics/educational-resources/fact-sheets/pharmacogenomics
- https://www.ccjm.org/content/87/2/91
- https://cpicpgx.org/guidelines/
- https://www.nature.com/articles/s41397-021-00260-6
- https://www.news-medical.net/news/20250526/Integrating-pharmacogenomics-into-everyday-clinical-practice-can-transform-patient-care.aspx
- https://www.frontiersin.org/journals/pharmacology/articles/10.3389/fphar.2023.1189976/full
- https://www.nature.com/articles/s41397-024-00326-1
- https://www.bps.ac.uk/getmedia/b43a3dca-1bbf-4bff-9379-20bef9349a8c/Personalised-prescribing-full-report.pdf.aspx
- https://www.genomicseducation.hee.nhs.uk/genotes/knowledge-hub/introduction-to-pharmacogenomics/
- https://pmc.ncbi.nlm.nih.gov/articles/PMC7696803/
- https://www.nature.com/articles/s41576-022-00572-8
- https://ascpt.onlinelibrary.wiley.com/doi/10.1002/cpt.3704
- https://pmc.ncbi.nlm.nih.gov/articles/PMC3351041/
- https://www.mayo.edu/research/centers-programs/center-individualized-medicine/patient-care/pharmacogenomics/patients
- https://www.jax.org/education-and-learning/clinical-and-continuing-education/clinical-topics/genetic-testing/pharmacogenomic-communication
- https://pmc.ncbi.nlm.nih.gov/articles/PMC3299179/
- https://pmc.ncbi.nlm.nih.gov/articles/PMC6789586/
- https://guidelines.carelonmedicalbenefitsmanagement.com/pharmacogenomic-testing-2024-10-20-updated-2025-04-01/
- https://www.medben.com/pharmacogenomics-spend-outcomes/
- https://pmc.ncbi.nlm.nih.gov/articles/PMC7868558/
- https://www.pharmacytimes.com/view/pharmacogenomics-the-vanguard-of-precision-medicine
- https://pubmed.ncbi.nlm.nih.gov/40399951/
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