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Stevenson JM, Smith DM, Tuteja S, Patel JN. Navigating Pharmacogenomic Testing in Practice: Who to Test and When to Test. Clin Pharmacol Ther 2025. [PMID: 40325943 DOI: 10.1002/cpt.3704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2024] [Accepted: 04/22/2025] [Indexed: 05/07/2025]
Abstract
There is increasing attention on the clinical utility and value of pharmacogenetic (PGx) testing to individualize medication management. Most clinical practice guidelines from medical professional societies do not recommend routine PGx testing, with a few key exceptions. Inconsistent recommendations across clinical practice guidelines, FDA product labeling, and payer reimbursement policies have hampered widespread adoption of testing. Multiple resources exist to aid in the adoption and use of actionable PGx test results in clinical practice; however, most of these resources do not provide guidance on who should receive PGx testing and when-a critical question the clinical community continues to struggle with. There are multiple considerations when answering this question beyond the clinical validity of the drug-gene interaction itself, such as the actionable result frequency, severity of the adverse clinical outcome, predictive power of the PGx test, suitability of alternative treatments, cost, and turnaround time of test results. This perspective discusses these considerations and models for testing including preemptive screening, pretreatment testing, and reactive testing, highlighting advantages and disadvantages of each approach. The authors provide their perspectives on identifying candidates for PGx testing in the current real-world environment and how that differs from a clinically ideal scenario.
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Affiliation(s)
- James M Stevenson
- Division of Clinical Pharmacology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - D Max Smith
- MedStar Health, Columbia, Maryland, USA
- Department of Oncology, Georgetown University Medical Center, Washington, DC, USA
| | - Sony Tuteja
- Division of Translational Medicine and Human Genetics, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jai N Patel
- Division of Cancer Pharmacology & Pharmacogenomics, Atrium Health Levine Cancer, Charlotte, North Carolina, USA
- Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, North Carolina, USA
- Department of Cancer Biology, Wake Forest University School of Medicine, Charlotte, North Carolina, USA
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Van Neste M, Nauwelaerts N, Mols R, Krutsch K, Ceulemans M, Passier A, Smits A, Annaert P, Allegaert K. Clopidogrel transfer into human milk: case series - a contribution from the ConcePTION project. Front Pharmacol 2025; 16:1499243. [PMID: 40235546 PMCID: PMC11996768 DOI: 10.3389/fphar.2025.1499243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Accepted: 03/07/2025] [Indexed: 04/17/2025] Open
Abstract
Introduction Implementation of breastfeeding recommendations is hampered by-among others-lacking information regarding medicine safety during breastfeeding. This article describes the clinical and pharmacokinetic data of breastfeeding mothers using clopidogrel (CLP) as secondary prevention following (suspicion of) a cerebrovascular accident. Methods A 29-year-old and 42-year-old woman were chronically treated with 75 mg CLP once daily. Human milk samples were collected at 7 and 9 months (patient 1), and at 14 months postpartum (patient 2). Each sampling period, two maternal blood samples as well as one infant blood sample were collected. Concentrations of CLP, clopidogrel carboxylic acid (CCA) and clopidogrel active metabolite (CAM) derivatized were analyzed using liquid chromatography with tandem mass spectrometry. Results The average steady-state concentration in human milk was 0.96 and 7.40 ng/mL for CLP and CCA, respectively. CAM concentrations in all but two milk samples were below the limit of detection (LOD; 0.004 ng/mL). In the infant plasma sample, CCA level was 0.05 ng/mL but CLP and CAM were undetectable (CLP LOD: 0.003 ng/mL). The mean daily infant dosage (DID) was 82.3, 585.6 and 1.5 ng/kg/day for CLP, CCA and CAM, respectively, and the relative infant dose (RID) for CLP-related exposure remained well below 1%. Discussion The estimated infant exposure to CLP and its metabolites via human milk was low in both cases. Although this low exposure was supported by the observed infant plasma concentration, additional studies should confirm CLP safety via human milk, especially considering known variable pharmacokinetics and ontogeny of metabolizing enzymes in infants.
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Affiliation(s)
- Martje Van Neste
- Clinical Pharmacology and Pharmacotherapy, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
- Child and Youth institute, KU Leuven, Leuven, Belgium
| | - Nina Nauwelaerts
- Drug Delivery and Disposition, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
| | - Raf Mols
- Drug Delivery and Disposition, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
| | - Kaytlin Krutsch
- Department of Obstetrics and Gynecology, InfantRisk Center, Texas Tech University Health Sciences Center, Amarillo, TX, United States
| | - Michael Ceulemans
- Clinical Pharmacology and Pharmacotherapy, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
- Child and Youth institute, KU Leuven, Leuven, Belgium
- Teratology Information Service, Netherlands Pharmacovigilance Centre Lareb’s, Hertogenbosch, Netherlands
- Research Foundation Flanders (FWO), Brussels, Belgium
| | - Anneke Passier
- Teratology Information Service, Netherlands Pharmacovigilance Centre Lareb’s, Hertogenbosch, Netherlands
| | - Anne Smits
- Child and Youth institute, KU Leuven, Leuven, Belgium
- Department of Development and Regeneration, KU Leuven, Leuven, Belgium
- Neonatal Intensive Care Unit, University Hospitals Leuven, Leuven, Belgium
| | - Pieter Annaert
- Drug Delivery and Disposition, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
- BioNotus GCV, Niel, Belgium
| | - Karel Allegaert
- Clinical Pharmacology and Pharmacotherapy, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
- Child and Youth institute, KU Leuven, Leuven, Belgium
- Department of Development and Regeneration, KU Leuven, Leuven, Belgium
- Department of Hospital Pharmacy, Erasmus University Medical Center, Rotterdam, Netherlands
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Gong L, Klein CJ, Caudle KE, Moyer AM, Scott SA, Whirl-Carrillo M, Klein TE. Integrating Pharmacogenomics into the Broader Construct of Genomic Medicine: Efforts by the ClinGen Pharmacogenomics Working Group (PGxWG). Clin Chem 2025; 71:36-44. [PMID: 39749515 PMCID: PMC12037359 DOI: 10.1093/clinchem/hvae181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Accepted: 10/01/2024] [Indexed: 01/04/2025]
Abstract
Pharmacogenomics (PGx) is focused on the relationship between an individual's genetic makeup and their response to medications, with the overarching aim of guiding prescribing decisions to improve drug efficacy and reduce adverse events. The PGx and genomic medicine communities have worked independently for over 2 decades, developing separate standards and terminology, making implementation of PGx across all areas of genomic medicine difficult. To address this issue, the Clinical Genome Resource (ClinGen) Pharmacogenomics Working Group (PGxWG) was established by the National Institutes of Health (NIH)-funded ClinGen to initially create frameworks for evaluating gene-drug response clinical validity and actionability aligned with the ClinGen frameworks for evaluating monogenic gene-disease relationships, and a framework for classifying germline PGx variants similar to the American College of Medical Genetics (ACMG) and Association of Molecular Pathology (AMP) system for interpretation of disease-causing variants. These frameworks will leverage decades of work from well-established PGx resources facilitating buy-in among PGx stakeholders. In this report, we describe the background and major activities of the ClinGen PGxWG, and how this initiative will facilitate the critical inclusion of PGx into the larger context of genomic medicine.
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Affiliation(s)
- Li Gong
- Department of Biomedical Data Science, Stanford University, Stanford, CA, United States
| | - Clarissa J. Klein
- Department of Biomedical Data Science, Stanford University, Stanford, CA, United States
| | - Kelly E. Caudle
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Ann M. Moyer
- Division of Laboratory Genetics and Genomics, Mayo Clinic, Rochester, MN, United States
| | - Stuart A. Scott
- Department of Pathology, Stanford University, Stanford, CA, United States
| | | | - Teri E. Klein
- Departments of Biomedical Data Science, Medicine (BMIR) & Genetics, Stanford University, Stanford, CA, United States
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Cavallari LH, Hicks JK, Patel JN, Elchynski AL, Smith DM, Bargal SA, Fleck A, Aquilante CL, Killam SR, Lemke L, Ochi T, Ramsey LB, Haidar CE, Ho T, El Rouby N, Monte AA, Allen JD, Beitelshees AL, Bishop JR, Bousman C, Campbell R, Cicali EJ, Cook KJ, Duong B, Tsermpini EE, Girdwood ST, Gregornik DB, Grimsrud KN, Lamb N, Lee JC, Lopez RO, Mazhindu TA, Morris SA, Nagy M, Nguyen J, Pasternak AL, Petry N, van Schaik RH, Schultz A, Skaar TC, Al Alshaykh H, Stevenson JM, Stone RM, Tran NK, Tuteja S, Woodahl EL, Yuan LC, Lee CR. The Pharmacogenomics Global Research Network Implementation Working Group: global collaboration to advance pharmacogenetic implementation. Pharmacogenet Genomics 2025; 35:1-11. [PMID: 39485373 PMCID: PMC11664750 DOI: 10.1097/fpc.0000000000000547] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
Pharmacogenetics promises to optimize treatment-related outcomes by informing optimal drug selection and dosing based on an individual's genotype in conjunction with other important clinical factors. Despite significant evidence of genetic associations with drug response, pharmacogenetic testing has not been widely implemented into clinical practice. Among the barriers to broad implementation are limited guidance for how to successfully integrate testing into clinical workflows and limited data on outcomes with pharmacogenetic implementation in clinical practice. The Pharmacogenomics Global Research Network Implementation Working Group seeks to engage institutions globally that have implemented pharmacogenetic testing into clinical practice or are in the process or planning stages of implementing testing to collectively disseminate data on implementation strategies, metrics, and health-related outcomes with the use of genotype-guided drug therapy to ultimately help advance pharmacogenetic implementation. This paper describes the goals, structure, and initial projects of the group in addition to implementation priorities across sites and future collaborative opportunities.
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Affiliation(s)
- Larisa H. Cavallari
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics and Precision Medicine, University of Florida, Gainesville
| | - J. Kevin Hicks
- Department of Pathology, Moffitt Cancer Center, Tampa, Florida
| | - Jai N. Patel
- Atrium Health Levine Cancer Institute, Charlotte
- Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, North Carolina
| | | | - D. Max Smith
- MedStar Health, Columbia, Maryland
- Department of Oncology, Georgetown University Medical Center, Washington, DC
| | - Salma A. Bargal
- Department of Medicine and Program for Personalized and Genomic Medicine, University of Maryland School of Medicine, Baltimore, Maryland
| | - Ashley Fleck
- Department of Pharmacy, Richard L. Roudebush Veterans Affairs Medical Center, Veteran Health Indiana, Indianapolis, Indiana
| | - Christina L. Aquilante
- Department of Pharmaceutical Sciences, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, Colorado
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Shayna R. Killam
- L.S. Skaggs Institute for Health Innovation and Department of Biomedical and Pharmaceutical Sciences, University of Montana, Missoula, Montana
| | | | - Taichi Ochi
- Department of Pharmacotherapy, Epidemiology & Economics, Groningen Research Institute of Pharmacy; and University Library, University of Groningen, Groningen, The Netherlands
| | - Laura B. Ramsey
- Division of Clinical Pharmacology, Toxicology & Therapeutic Innovation, Children’s Mercy Kansas City, Kansas City, Missouri
| | - Cyrine E. Haidar
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Teresa Ho
- Department of Pathology, Moffitt Cancer Center, Tampa, Florida
| | - Nihal El Rouby
- Department of Pharmacy, St. Elizabeth HealthCare, Edgewood, Kentucky
- Division of Pharmacy Practice and Administrative Sciences, James L. Winkle College of Pharmacy, University of Cincinnati, Cincinnati, Ohio
| | - Andrew A. Monte
- Rocky Mountain Poison & Drug Safety, Denver Health & Hospital Authority, Denver, Colorado
- University of Colorado School of Medicine, Aurora, Colorado
| | - Josiah D. Allen
- Department of Pharmacy, St. Elizabeth HealthCare, Edgewood, Kentucky
| | - Amber L. Beitelshees
- Department of Medicine and Program for Personalized and Genomic Medicine, University of Maryland School of Medicine, Baltimore, Maryland
| | - Jeffrey R. Bishop
- Department of Experimental and Clinical Pharmacology and Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, Minnesota, USA
| | - Chad Bousman
- Department of Medical Genetics, University of Calgary, Calgary, Alberta, Canada
| | - Ronald Campbell
- Allegheny General Hospital, Allegheny Health Network, Pittsburgh, Pennsylvania
| | - Emily J. Cicali
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics and Precision Medicine, University of Florida, Gainesville
| | - Kelsey J. Cook
- Department of Pharmacy Education and Practice, University of Florida College of Pharmacy
- Nemours Children’s Health, Jacksonville, Florida
| | - Benjamin Duong
- Precision Medicine Program, Nemours Children’s Health Delaware Valley, Wilmington, Delaware, USA
| | - Evangelia Eirini Tsermpini
- Pharmacogenetics Laboratory, Institute of Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Sonya Tang Girdwood
- Divisions of Hospital Medicine and Translational and Clinical Pharmacology, Cincinnati Children’s Hospital
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - David B. Gregornik
- Pharmacogenomics Program, Children’s Minnesota, Minneapolis/St Paul, Minnesota
| | - Kristin N. Grimsrud
- Department of Pathology and Laboratory Medicine, University of California Health, Sacramento, California
| | - Nathan Lamb
- Department of Pharmacy, Ann & Robert H. Lurie Children’s Hospital of Chicago
| | - James C. Lee
- Department of Pharmacy Practice, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Rocio Ortiz Lopez
- Tecnologico de Monterrey, Escuela de Medicina y Ciencias de la Salud, Monterrey, Nuevo León, Mexico
| | | | - Sarah A. Morris
- Atrium Health Levine Cancer Institute, Charlotte
- Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, North Carolina
| | - Mohamed Nagy
- Personalised Medication Management Unit, Children’s Cancer Hospital Egypt 57357, Cairo, Egypt
| | - Jenny Nguyen
- Personalized Care Program, Children’s Hospital Los Angeles, Los Angeles, California
| | - Amy L. Pasternak
- Department of Clinical Pharmacy, University of Michigan College of Pharmacy, Ann Arbor, Michigan
| | - Natasha Petry
- Sanford Imagenetics, Sanford Health, Sioux Falls, South Dakota
- Department of Pharmacy Practice, North Dakota State University, Fargo, North Dakota, USA
| | - Ron H.N. van Schaik
- Department of Clinical Chemistry, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - April Schultz
- Sanford Imagenetics, Sanford Health, Sioux Falls, South Dakota
- Department of Internal Medicine, University of South Dakota School of Medicine, Vermillion, South Dakota
| | - Todd C. Skaar
- Division of Clinical Pharmacology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Hana Al Alshaykh
- Pharmaceutical Care Department, King Faisal Specialist Hospital and Research Center, College of Pharmacy, Alfaisal University, Riyadh, Saudi Arabia
| | - James M. Stevenson
- Division of Clinical Pharmacology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Rachael M. Stone
- Department of Pharmacy, University of Virginia, Charlottesville, Virginia
| | - Nam K. Tran
- Department of Pathology and Laboratory Medicine, University of California Health, Sacramento, California
| | - Sony Tuteja
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Erica L. Woodahl
- L.S. Skaggs Institute for Health Innovation and Department of Biomedical and Pharmaceutical Sciences, University of Montana, Missoula, Montana
| | - Li-Chi Yuan
- Providence Health and Services, Irvine, California
| | - Craig R. Lee
- Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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