1
|
Toth SH, Stoica AD, Sevcencu C. Redesigning Ibuprofen for Improved Oral Delivery and Reduced Side Effects. Bioconjug Chem 2025; 36:893-913. [PMID: 40292773 DOI: 10.1021/acs.bioconjchem.4c00558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/30/2025]
Abstract
Ibuprofen (IBP) is one of the most widely used nonsteroidal anti-inflammatory drugs (NSAIDs). Being well-known for its efficacy, long history of use, and reduced adverse events compared to other NSAIDs, IBP is authorized as an analgesic and antipyretic drug. IBP's mechanism of action consists of inhibiting cyclooxygenases, which are crucial oxidoreductases in prostaglandin synthesis and generation of inflammation and pain. However, despite being effective and relatively safe, IBP can still induce a dose-dependent toxicity which manifests mainly in the gastrointestinal system as ulcerations and altered mucosal blood flow and cytotoxicity characterized by mitochondrial dysfunction and increased membrane permeability in enterocytes and hepatocytes. Therefore, ongoing research is performed to improve the IBP's activity and treatment outcome, and one way to achieve such improvements is through reducing IBP's toxicity by designing less harmful but still effective novel IBP conjugates. The aim of this review is to summarize the latest achievements with IBP conjugation techniques that created such valuable IBP formulations less toxic than but as effective as the parent drug.
Collapse
Affiliation(s)
- Szilvia H Toth
- Department of Molecular Biology and Biotechnology, Faculty of Biology and Geology, Babeş-Bolyai University, Cluj-Napoca, 400006, Romania
- Doctoral School of Integrative Biology, Babes-Bolyai University, Cluj-Napoca, 40006, Romania
| | - Anca D Stoica
- Department of Molecular Biology and Biotechnology, Faculty of Biology and Geology, Babeş-Bolyai University, Cluj-Napoca, 400006, Romania
| | - Cristian Sevcencu
- National Institute of Research and Development of Isotopic and Molecular Technologies, Cluj-Napoca, 400293, Romania
- Doctoral School of Integrative Biology, Babes-Bolyai University, Cluj-Napoca, 40006, Romania
| |
Collapse
|
2
|
Modi R, Storozuk T, Setia N. Genetic Mutations and Small Bowel Ulcerating Disease: Role in Diagnosis? Curr Gastroenterol Rep 2025; 27:33. [PMID: 40399663 PMCID: PMC12095398 DOI: 10.1007/s11894-025-00978-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/02/2025] [Indexed: 05/23/2025]
Abstract
PURPOSE OF REVIEW This review examines the role of genetic variations in the pathogenesis of small bowel (SB) ulcers associated with Crohn's disease (CD), NSAID enteropathy, and Cryptogenic Multifocal Ulcerous Stenosing Enteritis (CMUSE)/Chronic Non-Specific Ulcers of the Small Intestine (CNSU), aiming to address current diagnostic challenges. RECENT FINDINGS Advances in molecular genetics have revealed significant genetic contributors to SB ulceration. In CD, the NOD2 gene on chromosome 16 and several additional risk variants identified through genome-wide association studies (GWAS)-with key insights from the International Inflammatory Bowel Disease Genetics Consortium-have enhanced our understanding of the pathobiology of the disease. In NSAID enteropathy, polymorphisms in CYP enzymes have been associated with altered drug metabolism and gastrointestinal complications. However, the genetic mechanisms underlying deep ulcers in NSAID enteropathy, as well as CMUSE/CNSU, remain poorly understood. Genetic insights are crucial for understanding SB ulcerative diseases. Future research should focus on identifying specific genetic determinants to improve diagnostic accuracy and therapeutic strategies.
Collapse
Affiliation(s)
- Rangesh Modi
- Department of Internal Medicine, Section of Gastroenterology, Hepatology, and Nutrition, University of Chicago, Chicago, IL, 60637, USA
| | - Tanner Storozuk
- Department of Pathology, University of Chicago, 5841 S Maryland Ave, E607, Chicago, IL, 60637, USA
| | - Namrata Setia
- Department of Pathology, University of Chicago, 5841 S Maryland Ave, E607, Chicago, IL, 60637, USA.
| |
Collapse
|
3
|
Ortega-Ayala A, de la Cruz CG, Dorado P, Rodrigues-Soares F, Castillo-Nájera F, LLerena A, Molina-Guarneros J. Molecular Ancestry Across Allelic Variants of SLC22A1, SLC22A2, SLC22A3, ABCB1, CYP2C8, CYP2C9, and CYP2C19 in Mexican-Mestizo DMT2 Patients. Biomedicines 2025; 13:1156. [PMID: 40426982 PMCID: PMC12109360 DOI: 10.3390/biomedicines13051156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2025] [Revised: 05/02/2025] [Accepted: 05/07/2025] [Indexed: 05/29/2025] Open
Abstract
Background/Aims: across protein-coding genes, single nucleotide allelic variants (SNVs) affect antidiabetic drug pharmacokinetics, thus contributing to interindividual variability in drug response. SNV frequencies vary across different populations. Studying ancestry proportions among SNV genotypes is particularly important for personalising diabetes mellitus type 2 (DMT2) treatment. Methods: a sample of 249 Mexican DMT2 patients was gathered. SNVs were determined through real-time PCR (RT-PCR). Molecular ancestries were determined as 3 clusters (Native-American, European, and African) based upon 90 ancestry markers (AIMS). Statistical inference tests were performed to analyse ancestry across 23 SNV genotypes. Allele and ancestry distributions were analysed through Spearman's correlation. Results: ancestry medians were 65.48% Native-American (NATAM), 28.34% European (EUR), and 4.8% African (AFR). CYP2C8*3 and CYP2C8*4 were negatively correlated to NATAM, whereas positively to EUR. The activity score of CYP2C9 was correlated to NATAM (Rho = 0.131, p = 0.042). CYP2C19*17 and the activity score of CYP2C19 were negatively correlated to NATAM. The correlation throughout SLC22A1 variants, such as GAT in rs72552763, was positive by EUR, while A in rs594709 was negative thereby and positive by NATAM. SLC22A3 variant C in rs2076828 was positively correlated to NATAM. NATAM patients present higher HbA1c levels with respect to Mestizo patients (p = 0.037). Uncontrolled patients (HbA1c ≥ 7%) have a larger NATAM ancestry (p = 0.018) and lower EUR (p = 0.022) as compared to controlled patients (HbA1c < 7%). Conclusions: there is a correlation between ancestry and some pharmacokinetically relevant alleles among Mexican DMT2 patients. Ethnicity is relevant for personalised medicine across different populations.
Collapse
Affiliation(s)
- Adiel Ortega-Ayala
- Department of Pharmacology, Faculty of Medicine, National Autonomous University of Mexico, Mexico City 04510, Mexico;
| | - Carla González de la Cruz
- Personalised Medicine and Mental Health Unit, University Institute for Bio-Sanitary Research of Extremadura (INUBE), 06080 Badajoz, Spain; (C.G.d.l.C.); (P.D.); (F.R.-S.); (A.L.)
| | - Pedro Dorado
- Personalised Medicine and Mental Health Unit, University Institute for Bio-Sanitary Research of Extremadura (INUBE), 06080 Badajoz, Spain; (C.G.d.l.C.); (P.D.); (F.R.-S.); (A.L.)
- Faculty of Medicine and Health Sciences, University of Extremadura, 06006 Badajoz, Spain
| | - Fernanda Rodrigues-Soares
- Personalised Medicine and Mental Health Unit, University Institute for Bio-Sanitary Research of Extremadura (INUBE), 06080 Badajoz, Spain; (C.G.d.l.C.); (P.D.); (F.R.-S.); (A.L.)
- Instituto de Ciências Biológicas e Naturais—ICBN, Universidade Federal do Triângulo Mineiro—UFTM, Uberaba 3838025-350, MG, Brazil
| | - Fernando Castillo-Nájera
- Centro de Salud T-III Portales, Servicios de Salud de la Ciudad de México, Ciudad de México 03660, Mexico;
| | - Adrián LLerena
- Personalised Medicine and Mental Health Unit, University Institute for Bio-Sanitary Research of Extremadura (INUBE), 06080 Badajoz, Spain; (C.G.d.l.C.); (P.D.); (F.R.-S.); (A.L.)
- Faculty of Medicine and Health Sciences, University of Extremadura, 06006 Badajoz, Spain
| | - Juan Molina-Guarneros
- Department of Pharmacology, Faculty of Medicine, National Autonomous University of Mexico, Mexico City 04510, Mexico;
| |
Collapse
|
4
|
Bernsen EC, Verwiel ETP, van der Lee M, Swen JJ, Santoso M, Brigitha LJ, Admiraal R, Tops BBJ, Huitema ADR, Kemmeren P, Hehir-Kwa JY, Hanff LM, Diekstra MHM. Implementing Pre-Emptive Pharmacogenetics: Impact of Early Pharmacogenetic Screening in a Pediatric Oncology Cohort of 1,151 Subjects. Clin Pharmacol Ther 2025. [PMID: 40331624 DOI: 10.1002/cpt.3685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2025] [Accepted: 04/04/2025] [Indexed: 05/08/2025]
Abstract
In pediatric oncology, pharmacogenetic guidelines are underutilized and the potential impact of pre-emptive pharmacogenetic screening remains largely unexplored despite this field's need for individualized approaches. While comprehensive pharmacogenetic guidelines are not yet available for all anticancer drugs, evidence-based recommendations exist for a subset of supportive care drugs and anticancer drugs, including thiopurines, irinotecan, capecitabine, and 5-fluorouracil. In this study, we evaluate the potential impact of pre-emptive pharmacogenetic screening by retrospectively identifying opportunities for dose or treatment adjustments within a national pediatric oncology cohort. Our analysis focused on ten genes and 28 drugs relevant to pediatric oncology, which are included in the Clinical Pharmacogenetics Implementation Consortium and the Dutch Pharmacogenetics Working Group guidelines. In a cohort of 1,151 pediatric oncology subjects, we identified that 16% of individuals could have benefited from altered drug dosing or treatment. These include dose and treatment recommendations for allopurinol, nonsteroidal anti-inflammatory drugs, phenytoin, amitriptyline, proton pump inhibitors, voriconazole, tramadol, codeine, paroxetine, tacrolimus, rasburicase, and 6-mercaptopurine. As genetic data increasingly becomes available through molecular diagnostics in pediatric oncology, there is a unique opportunity to re-utilize this data for pre-emptive pharmacogenetic screening. Leveraging genetic profiles to guide clinicians in drug selection and dose optimization can improve patient outcomes by enhancing the safety and efficacy of treatments. We therefore recommend incorporating pharmacogenetic screening into clinical workflows to advance personalized medicine in pediatric oncology.
Collapse
Affiliation(s)
- Emma C Bernsen
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | | | - Maaike van der Lee
- Department of Clinical Pharmacy and Toxicology, Leiden University Medical Center, Leiden, The Netherlands
| | - Jesse J Swen
- Department of Clinical Pharmacy and Toxicology, Leiden University Medical Center, Leiden, The Netherlands
| | - Marcel Santoso
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Leiah J Brigitha
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Rick Admiraal
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Bastiaan B J Tops
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Alwin D R Huitema
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
- Department of Pharmacy & Pharmacology, The Netherlands Cancer Institute-Antoni van Leeuwenhoek, Amsterdam, The Netherlands
- Department of Clinical Pharmacy, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Patrick Kemmeren
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
- Center for Molecular Medicine, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Jayne Y Hehir-Kwa
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Lidwien M Hanff
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Meta H M Diekstra
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| |
Collapse
|
5
|
Hoffecker G, Mulugeta-Gordon L, Wittner V, Wang X, Gysler S, Deagostino-Kelly M, Tuteja S. Feasibility of pharmacogenetic-guided selection of postoperative analgesics in gynecologic surgery patients: a prospective, randomized, pilot study. Pharmacogenet Genomics 2025:01213011-990000000-00090. [PMID: 40327052 DOI: 10.1097/fpc.0000000000000568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/07/2025]
Abstract
OBJECTIVES Evaluate the feasibility of implementing a multigene pharmacogenetic (PGx) test and genotype-guided pharmacist recommendations into gynecologic perioperative workflows and fidelity to pharmacist genotype-guided postoperative analgesic recommendations. METHODS A randomized, prospective, open-label pilot study was conducted in gynecologic patients undergoing abdominal surgery. Participants received multigene PGx testing and were randomized to the PGx-guided group where results were returned to the electronic health record with pharmacist genotype-guided postoperative analgesic recommendations or usual care. Primary outcomes included the proportion of PGx results and pharmacist recommendations completed before surgery, the number of prescriptions in alignment with pharmacist recommendations, and the proportion of analgesics prescribed differing from usual care. RESULTS Of the 101 participants analyzed, all were female, 50 ± 14 years old, 49% were Black, 48% were White, 60% were treated by gynecologic oncology, and 76% underwent minimally invasive surgery. PGx results were returned to the genomics results portal a median of 7 (interquartile range: 6-9) business days after ordering the test. A majority (85%) of results were returned before the participant's surgery. Pharmacist genotype-guided analgesic recommendations were completed for 35 (73%) of the 48 participants in the PGx-guided group. And, 32 (91%) of the prescribed nonsteroidal anti-inflammatory drugs and 23 (66%) of the prescribed opioids matched the pharmacist's recommendations. Barriers included missed pharmacist notes when surgery dates were moved and low use of study-specific order set. CONCLUSION PGx test results were available before most surgeries, but the pharmacist recommendations were not always followed. Enhanced implementation strategies will need to be developed in future genotype-guided protocols.
Collapse
Affiliation(s)
| | - Lakeisha Mulugeta-Gordon
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Penn Medicine Hospital of University of Pennsylvania
| | - Victoria Wittner
- Division of Translational Medicine and Human Genetics, Department of Medicine, Perelman School of Medicine
| | - Xingmei Wang
- Department of Biostatistics, Perelman Center for Advanced Medicine
| | - Stefan Gysler
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Penn Medicine Hospital of University of Pennsylvania
| | - Mary Deagostino-Kelly
- Division of General Obstetrics and Gynecology, Department of Obstetrics and Gynecology, Penn Medicine Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Sony Tuteja
- Division of Translational Medicine and Human Genetics, Department of Medicine, Perelman School of Medicine
| |
Collapse
|
6
|
Thelen H, Hennessy S. Characterizing Treatment Effect Heterogeneity Using Real-World Data. Clin Pharmacol Ther 2025; 117:1209-1216. [PMID: 40047339 PMCID: PMC11993293 DOI: 10.1002/cpt.3627] [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: 10/14/2024] [Accepted: 02/24/2025] [Indexed: 03/22/2025]
Abstract
Characterizing heterogeneity of treatment effects (HTE) is a fundamental goal of pharmacoepidemiology, addressing why medications work differently across patient populations. This paper reviews state-of-the-art methods for studying HTE using real-world data (RWD), which offer larger study sizes and more diverse patient populations compared to randomized clinical trials. The paper first defines HTE and discusses its measurement. It then examines three leading approaches to studying HTE: subgroup analysis, disease risk score (DRS) methods, and effect modeling methods. Subgroup analyses offer simplicity, transparency, and provide insights into drug mechanisms. However, they face difficulties in resolving which subgroup or combination of characteristics should be the basis for clinical decision making when multiple effect modifiers are present. DRS methods address some of these limitations by incorporating multiple patient characteristics into a summary score of outcome risk but may obscure insights into mechanisms. Effect modeling methods directly predict individual treatment effects, offering potential for precise HTE characterization, but are prone to model misspecification and may not provide mechanistic insights. The methods each have tradeoffs. Subgroup analysis is straightforward but can lead to spurious associations and does not account for multiple characteristics at once. DRS methods are relatively simple to implement and clinically useful, but may not completely describe HTE or provide mechanistic insight. Effect modeling approaches have great potential for characterizing HTE but are still being developed. Understanding HTE is essential for personalizing treatment strategies to improve patient outcomes. Researchers must weigh the strengths and limitations of each approach when using RWD to study HTE.
Collapse
Affiliation(s)
- Haedi Thelen
- Department of Biostatistics, Epidemiology and InformaticsCenter for Real‐World Effectiveness and Safety of TherapeuticsPerelman School of Medicine, University of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Sean Hennessy
- Department of Biostatistics, Epidemiology and InformaticsCenter for Real‐World Effectiveness and Safety of TherapeuticsPerelman School of Medicine, University of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| |
Collapse
|
7
|
Gloor YS, Mouterde M, Terrier J, Lenoir C, Gosselin P, Rollason V, Reny JL, Boukouvala S, Al-Yahyaee S, Yimer G, Černý V, Poloni ES, Samer CF, Daali Y. Cytochrome P450 phenotyping using the Geneva cocktail improves metabolic capacity prediction in a hospitalized patient population. Br J Clin Pharmacol 2025; 91:1382-1395. [PMID: 39701086 DOI: 10.1111/bcp.16368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 09/29/2024] [Accepted: 11/21/2024] [Indexed: 12/21/2024] Open
Abstract
AIMS Liver cytochromes (CYPs) play an important role in drug metabolism but display a large interindividual variability resulting both from genetic and environmental factors. Most drug dose adjustment guidelines are based on genetics performed in healthy volunteers. However, hospitalized patients are not only more likely to be the target of new prescriptions and drug treatment modifications than healthy volunteers, but will also be more subject to polypharmacy, drug-drug interactions, or to suffer from disease or inflammation affecting CYP activities. METHODS We compared predicted phenotype based on genetic data and measured phenotype using the Geneva cocktail to determine the extent of drug metabolizing enzyme variability in a large population of hospitalized patients (>500) and healthy young volunteers (>300). We aimed to assess the correlation between predicted and measured phenotype in the two populations. RESULTS We found that, even in cases where the genetically predicted metabolizer group correlates well with measured CYP activity at group level, this prediction lacks accuracy for the determination of individual metabolizer capacities. Drugs can have a profound impact on CYP activity, but even after combining genetic and drug treatment information, the activity of a significant proportion of extreme metabolizers could not be explained. CONCLUSIONS Our results support the use of measured metabolic ratios in addition to genotyping for accurate determination of individual metabolic capacities to guide personalized drug prescription.
Collapse
Affiliation(s)
- Yvonne S Gloor
- Division of Clinical Pharmacology and Toxicology, Department of Anesthesiology, Pharmacology, Intensive Care and Emergency, Geneva University Hospitals (HUG), Geneva, Switzerland
| | - Médéric Mouterde
- Department of Genetics and Evolution, Laboratory of Anthropology, Genetics and Peopling history, University of Geneva, Geneva, Switzerland
| | - Jean Terrier
- Division of Clinical Pharmacology and Toxicology, Department of Anesthesiology, Pharmacology, Intensive Care and Emergency, Geneva University Hospitals (HUG), Geneva, Switzerland
- Division of General Internal Medicine, Department of Medicine, Geneva University Hospitals (HUG), Geneva, Switzerland
- Geneva Platelet Group, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Camille Lenoir
- Division of Clinical Pharmacology and Toxicology, Department of Anesthesiology, Pharmacology, Intensive Care and Emergency, Geneva University Hospitals (HUG), Geneva, Switzerland
| | - Pauline Gosselin
- Division of General Internal Medicine, Department of Medicine, Geneva University Hospitals (HUG), Geneva, Switzerland
- Geneva Platelet Group, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Victoria Rollason
- Division of Clinical Pharmacology and Toxicology, Department of Anesthesiology, Pharmacology, Intensive Care and Emergency, Geneva University Hospitals (HUG), Geneva, Switzerland
| | - Jean-Luc Reny
- Division of General Internal Medicine, Department of Medicine, Geneva University Hospitals (HUG), Geneva, Switzerland
- Geneva Platelet Group, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Sotiria Boukouvala
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | - Said Al-Yahyaee
- Department of Genetics, College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Sultanate of Oman
| | - Getnet Yimer
- Center for Global Genomics & Health Equity, Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Viktor Černý
- Department of Anthropology and Human Genetics, Faculty of Science, Charles University, Prague, Czech Republic
| | - Estella S Poloni
- Department of Genetics and Evolution, Laboratory of Anthropology, Genetics and Peopling history, University of Geneva, Geneva, Switzerland
- Institute of Genetics and Genomics of Geneva (iGE3), Geneva, Switzerland
| | - Caroline F Samer
- Division of Clinical Pharmacology and Toxicology, Department of Anesthesiology, Pharmacology, Intensive Care and Emergency, Geneva University Hospitals (HUG), Geneva, Switzerland
| | - Youssef Daali
- Division of Clinical Pharmacology and Toxicology, Department of Anesthesiology, Pharmacology, Intensive Care and Emergency, Geneva University Hospitals (HUG), Geneva, Switzerland
- Geneva Platelet Group, Faculty of Medicine, University of Geneva, Geneva, Switzerland
- Clinical Pharmacology and Toxicology, Department of Anaesthetics Pharmacology and Intensive Care, University of Geneva, Geneva, Switzerland
- Institute of Pharmaceutical Sciences of Western Switzerland (ISPSO), University of Geneva, Geneva, Switzerland
| |
Collapse
|
8
|
Bousman CA, Narang A, Al Bkhetan Z, Woods RL, Orchard SG, Owen AJ, Fravel MA, Gilmartin-Thomas J, Ryan J, Fransquet PD, Wolfe R, Yu C, McNeil JJ, Lacaze P, Ernst ME. Prevalence of Actionable Pharmacogenetic Genotype Frequencies, Cautionary Medication Use, and Polypharmacy in Community-Dwelling Older Adults. Clin Pharmacol Ther 2025. [PMID: 40304392 DOI: 10.1002/cpt.3702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2025] [Accepted: 04/17/2025] [Indexed: 05/02/2025]
Abstract
Older adults (65 years and over) frequently manage complex medication regimens and are vulnerable to adverse drug reactions and treatment inefficacies, some of which could be preventable with pharmacogenetics (PGx)-guided prescribing. This study examined the prevalence of actionable PGx genotypes (i.e., those linked to a guideline that recommends a change to standard prescribing), the use of cautionary medications (i.e., those associated with an actionable PGx genotype), polypharmacy (i.e., ≥ 5 medications simultaneously), and cytochrome P450 enzyme inhibitor and inducer use among 13,670 older adults enrolled in the ASPirin in Reducing Events in the Elderly (ASPREE) trial. Genotyping was conducted for 10 pharmacogenes with actionable PGx-based prescribing guidelines. Medication data were collected annually and assessed to identify cautionary medication use in the cohort. Most participants (98.8%) carried at least one actionable PGx genotype, with an average of three actionable genotypes per participant. VKORC1 (61.1%) and CYP2C19 (59.6%) were the most frequently observed genes with actionable genotypes. Statins (29.3%), nonsteroidal anti-inflammatory drugs (14.2%), and proton-pump inhibitors (7.9%) were the most used cautionary medications, with 27.5% of participants taking at least one medication for which PGx guidelines recommended a deviation from standard prescribing. Most (83.9%) participants reported taking a polypharmacy regimen, and 68.2% reported use of at least one cytochrome P450 enzyme inhibitor or inducer during the trial. Our findings underscore the high prevalence of actionable PGx genotypes, polypharmacy, and use of inhibitors and inducers in older adults, which collectively have the potential to inform safer and more effective prescribing practices.
Collapse
Affiliation(s)
- Chad A Bousman
- Department of Medical Genetics, Physiology & Pharmacology, and Psychiatry, University of Calgary, Calgary, Alberta, Canada
- The Mathison Centre for Mental Health Research & Education, Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
| | - Ankita Narang
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
| | - Ziad Al Bkhetan
- Australian BioCommons, The University of Melbourne, Melbourne, Victoria, Australia
| | - Robyn L Woods
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Suzanne G Orchard
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Alice J Owen
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Michelle A Fravel
- Department of Pharmacy Practice and Science, College of Pharmacy, The University of Iowa, Iowa City, Iowa, USA
| | - Julia Gilmartin-Thomas
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- School of Allied Health, Human Services & Sport, La Trobe University, Melbourne, Victoria, Australia
- Allied Health, Alfred Health, Melbourne, Victoria, Australia
| | - Joanne Ryan
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Peter D Fransquet
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Rory Wolfe
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Chenglong Yu
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - John J McNeil
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Paul Lacaze
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Michael E Ernst
- Department of Pharmacy Practice and Science, College of Pharmacy, The University of Iowa, Iowa City, Iowa, USA
- Department of Family and Community Medicine, Carver College of Medicine, The University of Iowa, Iowa City, Iowa, USA
| |
Collapse
|
9
|
de la Cruz CG, Guevara M, Rodrigues-Soares F, Rodríguez E, Peñas-Lledó E, LLerena A, Dorado P. CYP2C9 Promoter Variable Number Tandem Repeat Polymorphism in a Dominican Population: Exploring Differences with Genetic Ancestry. Genes (Basel) 2025; 16:540. [PMID: 40428362 PMCID: PMC12111419 DOI: 10.3390/genes16050540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2025] [Revised: 04/25/2025] [Accepted: 04/28/2025] [Indexed: 05/29/2025] Open
Abstract
A variable number tandem repeat polymorphism has been described in the CYP2C9 promoter (pVNTR) with three types of fragments: short (pVNTR-S), medium (pVNTR-M), and long (pVNTR-L). The pVNTR-S allele appears in strong linkage disequilibrium (LD) with the non-functional CYP2C9*3 allele in populations of European ancestry, but independently of this, it also appears to reduce the level of CYP2C9 expression in human liver by up to 34%. OBJECTIVES This study, in a Dominican population with varying amounts of Western European, African, and Native American ancestry, aims primarily to determine the frequency of CYP2C9 pVNTR, and the degree of LD of pVNTR-S with CYP2C9*3. Secondarily, it explores if the frequency of the pVNTR-S allele is over- or under-represented in those with a greater component of African ancestry. METHODS A total of 193 healthy volunteers from the Dominican Republic participated in the study. The promoter region of CYP2C9 was amplified and analyzed by capillary electrophoresis. Analyses of CYP2C9 genotypes (*2, *3, *5, *6, and *8) and genetic ancestry, estimated in 176 Dominican individuals by genotyping 90 ancestry informative markers, were previously performed in this population. RESULTS The frequencies of CYP2C9 pVNTR-L, M, and S variants are 0.065, 0.896, and 0.039, respectively. LD between pVNTR-S and CYP2C9*3 was found (D' = 0.756, r2 = 0.702) to be weaker than in European populations. CONCLUSIONS Populations with a greater African ancestry component appear to present a lower-than-expected frequency of pVNTR-S, as well as a lower tendency for this and CYP2C9*3 alleles to be inherited together, as is common in Europeans. The present exploratory results warrant further research in vivo about the effects of pVNTR-S in predicting CYP2C9 activity. Its inclusion in CYP2C9 testing panels for personalized drug therapy could be relevant in populations such as the Dominican, where the LD between pVNTR-S and CYP2C9*3 is low.
Collapse
Affiliation(s)
- Carla González de la Cruz
- Personalized Medicine and Mental Health Unit, INUBE University Institute for Bio-Sanitary Research of Extremadura, 06080 Badajoz, Spain; (C.G.d.l.C.); (F.R.-S.); (E.P.-L.); (A.L.)
- Pharmacogenetic and Pharmacogenomics Unit, Extremadura Health Service, Badajoz University Hospital, Extremadura University, 06080 Badajoz, Spain
| | - Mariela Guevara
- Research and Development Department, Universidad Nacional Pedro Henríquez Ureña, Santo Domingo 10203, Dominican Republic; (M.G.); (E.R.)
| | - Fernanda Rodrigues-Soares
- Personalized Medicine and Mental Health Unit, INUBE University Institute for Bio-Sanitary Research of Extremadura, 06080 Badajoz, Spain; (C.G.d.l.C.); (F.R.-S.); (E.P.-L.); (A.L.)
- Department of Pathology, Genetic and Evolution, Biological and Natural Sciences Institute, Universidade Federal do Triângulo Mineiro, Uberaba 38025-350, Brazil
| | - Ernesto Rodríguez
- Research and Development Department, Universidad Nacional Pedro Henríquez Ureña, Santo Domingo 10203, Dominican Republic; (M.G.); (E.R.)
| | - Eva Peñas-Lledó
- Personalized Medicine and Mental Health Unit, INUBE University Institute for Bio-Sanitary Research of Extremadura, 06080 Badajoz, Spain; (C.G.d.l.C.); (F.R.-S.); (E.P.-L.); (A.L.)
- Department of Therapeutics and Medical-Surgery, Medical and Health Sciences School, 06006 Badajoz, Spain
| | - Adrián LLerena
- Personalized Medicine and Mental Health Unit, INUBE University Institute for Bio-Sanitary Research of Extremadura, 06080 Badajoz, Spain; (C.G.d.l.C.); (F.R.-S.); (E.P.-L.); (A.L.)
- Pharmacogenetic and Pharmacogenomics Unit, Extremadura Health Service, Badajoz University Hospital, Extremadura University, 06080 Badajoz, Spain
- Department of Therapeutics and Medical-Surgery, Medical and Health Sciences School, 06006 Badajoz, Spain
| | - Pedro Dorado
- Personalized Medicine and Mental Health Unit, INUBE University Institute for Bio-Sanitary Research of Extremadura, 06080 Badajoz, Spain; (C.G.d.l.C.); (F.R.-S.); (E.P.-L.); (A.L.)
- Department of Therapeutics and Medical-Surgery, Medical and Health Sciences School, 06006 Badajoz, Spain
| |
Collapse
|
10
|
Perovani IS, Yamamoto PA, da Silva RM, Lopes NP, de Moraes NV, de Oliveira ARM. Unveiling CYP450 inhibition by the pesticide prothioconazole through integrated in vitro studies and PBPK modeling. Arch Toxicol 2025:10.1007/s00204-025-04053-9. [PMID: 40254707 DOI: 10.1007/s00204-025-04053-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2025] [Accepted: 04/03/2025] [Indexed: 04/22/2025]
Abstract
Prothioconazole (PTC), a widely used triazole fungicide with low human toxicity, was evaluated for its potential to inhibit human cytochrome P450 (CYP450) enzymes and its implications for pesticide-drug interactions (PDI). Through in vitro assays, PTC demonstrated significant inhibition of CYP2C9, CYP2C19, and CYP3A, with inhibition constant (Ki) values ranging from 0.08 to 5.88 µmol L⁻1. Initial predictions using a basic static model suggested potential for PDI, particularly with CYP2C9 substrates. To refine these predictions, a physiologically-based pharmacokinetic (PBPK) rat model was developed using mass balance studies and pharmacokinetic data across doses of 2 and 150 mg kg-1. The model's accuracy was confirmed by simulated versus observed maximum plasma concentration (Cmax) and area under the plasma concentration-time curve (AUC) values, with errors remaining within two-fold. The rat model was subsequently extrapolated to humans using in vitro binding and metabolism data. Simulations with 10 virtual trials, each involving 10 fasted human subjects, assessed PDI potential under multiple daily doses of PTC at multiples of the acceptable daily intake (ADI, 0.05 mg kg-1). AUC ratios for CYP3A (midazolam, nifedipine), CYP2C19 (omeprazole), and CYP2C9 (tolbutamide) substrates indicated no significant inhibition at ADI levels. This study underscores the safety of PTC in terms of PDIs at dietary exposure levels and highlights the utility of PBPK modeling as a robust tool for pesticide risk assessment. The findings strengthen confidence in PTC's safety for human health.
Collapse
Affiliation(s)
- Icaro S Perovani
- Departamento de Química, Faculdade de Filosofia Ciências e Letras de Ribeirão Preto, Universidade de São Paulo, USP Av. dos Bandeirantes, 3900, Ribeirão Preto, São Paulo, 14040-901, Brazil
| | - Priscila A Yamamoto
- Center for Pharmacometrics and Systems Pharmacology, Department of Pharmaceutics, College of Pharmacy, University of Florida, 6550 Sanger Road, Orlando, FL, 32827, USA
| | - Rodrigo M da Silva
- Núcleo de Pesquisas de Produtos Naturais e Sintéticos, Departamento de Ciências Biomoleculares, Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, São Paulo, 14090-903, Brazil
| | - Norberto P Lopes
- Núcleo de Pesquisas de Produtos Naturais e Sintéticos, Departamento de Ciências Biomoleculares, Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, São Paulo, 14090-903, Brazil
| | - Natalia V de Moraes
- Center for Pharmacometrics and Systems Pharmacology, Department of Pharmaceutics, College of Pharmacy, University of Florida, 6550 Sanger Road, Orlando, FL, 32827, USA.
| | - Anderson R M de Oliveira
- Departamento de Química, Faculdade de Filosofia Ciências e Letras de Ribeirão Preto, Universidade de São Paulo, USP Av. dos Bandeirantes, 3900, Ribeirão Preto, São Paulo, 14040-901, Brazil.
- Toxicological Evaluation and Removal of Micropollutants and Radioactivities (INCT-DATREM), Unesp, Institute of Chemistry, National Institute for Alternative Technologies of Detection, P.O. Box 355, Araraquara, SP, 14800-900, Brazil.
| |
Collapse
|
11
|
Duan Y, Wang X, Wang R, Zuo T, Du Y, Zai J, Zhu L, Zhan Q, Fu Y. Inhibitory effects characteristics of polysaccharide of Polygonati Rhizome on cytochrome P450 enzymes. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2025; 398:4087-4094. [PMID: 39412669 DOI: 10.1007/s00210-024-03514-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2024] [Accepted: 10/02/2024] [Indexed: 04/10/2025]
Abstract
PURPOSE As the major active ingredient of Polygonatum sibriricum Red., polysaccharide of Polygonati Rhizome (PSP) has been reported to possess various pharmacological activities, especially for the treatment of chronic disorders in the elderly. This study evaluated the effect of PSP on the activities of major cytochrome P450 enzymes (CYP450) isoforms, aiming to provide theoretical reference for its co-prescription with other drugs and prevent the risk of adverse drug-drug interaction. METHODS The activities of CYP450 isoforms were assessed in human liver microsomes with specific probe substances. Through Lineweaver-Burk fitting models, the effect of PSP on the activity of inhibited CYP450 isoforms was characterized by competitive and non-competitive models. Dose-dependent and time-dependent experiments were also performed to completely understand the inhibition. RESULTS Among experimental isoforms, PSP significantly inhibited the activities of CYP2C9, 2D6, and 3A4 in a concentration-dependent manner with IC50 values of 14.01, 17.63, and 5.33 μM. The inhibition of CYP2C9 and 2D6 was best fitted with the competitive model with the Ki values of 7.15 and 8.92 μM, respectively, while the inhibition of CYP3A4 was non-competitive with the Ki value of 2.63 μM. Additionally, the inhibition of CYP3A4 by PSP also showed time-dependent characteristics with the inhibition parameters, KI of 1.273 μM-1 and Kinact of 0.036 min-1. CONCLUSION PSP exerted moderate inhibition on CYP2C9 and 2D6 and strong inhibition of CYP3A4. The dosage of CYP2C9-, 2D6-, and 3A4-metabolized drugs should be adjusted when co-administrated with PSP and its sourced herbs.
Collapse
Affiliation(s)
- Yan Duan
- College of Pharmacy, Ningxia Medical University, Yinchuan, 750004, China
| | - Xiaohong Wang
- Department of Pharmacy, Chongqing Public Health Medical Center, Chongqing, 400000, China
| | - Ruidong Wang
- Clinical Research Institute, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, 200438, China
| | - Tian Zuo
- Department of Neurosurgery, Chang Zheng Hospital, Naval Medical University, Shanghai, 200003, China
| | - Yue Du
- Department of Pharmacy, Shanghai Children's Hospital, Shanghai Jiao Tong University, Shanghai, 200062, China
| | - Jian Zai
- Department of Intervention Radiology, Eastern Hepatobiliary Surgery Hospital, Shanghai, 200438, China
| | - Lijun Zhu
- Department of Intervention Radiology, Eastern Hepatobiliary Surgery Hospital, Shanghai, 200438, China
| | - Qi Zhan
- Department of Pharmacy, Shanghai Children's Hospital, Shanghai Jiao Tong University, Shanghai, 200062, China.
| | - Yao Fu
- Department of Pharmacy, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, China.
| |
Collapse
|
12
|
DiMaria S, Mangano N, Bruzzese A, Bartula B, Parikh S, Costa A. Genetic Variation and Sex-Based Differences: Current Considerations for Anesthetic Management. Curr Issues Mol Biol 2025; 47:202. [PMID: 40136457 PMCID: PMC11941548 DOI: 10.3390/cimb47030202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2025] [Revised: 02/27/2025] [Accepted: 03/05/2025] [Indexed: 03/27/2025] Open
Abstract
Biomedical sciences have made immense progress and numerous discoveries aimed at improving the quality of life and life expectancy in modern times. Anesthesiology is typically tailored to individual patients as its clinical effects depend on multiple factors, including a patient's physiological and pathological states, age, environmental exposures, and genetic variations. Sex differences are also paramount for a complete understanding of the effects of specific anesthetic medications on men and women. However, women-specific research and the inclusion of women in clinical trials, specifically during child-bearing years, remain disproportionately low compared to the general population at large. This review describes and summarizes genetic variations, including sex differences, that affect responses to common anesthetic medications such as volatile anesthetics, induction agents, neuromuscular blocking drugs, opioids, and local anesthetics. It also discusses the influence of genetic variations on anesthesia outcomes, such as postoperative nausea and vomiting, allergic reactions, pain, depth of anesthesia, awareness under anesthesia and recall, and postoperative delirium.
Collapse
Affiliation(s)
- Stephen DiMaria
- Department of Anesthesiology, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY 11794, USA; (S.D.); (N.M.); (S.P.)
| | - Nicholas Mangano
- Department of Anesthesiology, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY 11794, USA; (S.D.); (N.M.); (S.P.)
| | - Adam Bruzzese
- Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, USA; (A.B.); (B.B.)
| | - Benjamin Bartula
- Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, USA; (A.B.); (B.B.)
| | - Shruti Parikh
- Department of Anesthesiology, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY 11794, USA; (S.D.); (N.M.); (S.P.)
| | - Ana Costa
- Department of Anesthesiology, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY 11794, USA; (S.D.); (N.M.); (S.P.)
| |
Collapse
|
13
|
McDermott JH, Burke K, Fullerton N, O’Sullivan J, Alex A, Ingham A, Sharma V, Godfrey N, Odudu A, Syed T, Stevens A, Beynon R, Greaves N, Akam D, Mirza S, Wilson P, Wright S, Payne K, Newman WG. Pre-emptive pharmacogenetic testing in the acute hospital setting: a cross-sectional study. QJM 2025; 118:154-160. [PMID: 39418209 PMCID: PMC12051386 DOI: 10.1093/qjmed/hcae200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 09/23/2024] [Indexed: 10/19/2024] Open
Abstract
BACKGROUND Pharmacogenetic-guided prescribing can be used to improve the safety and effectiveness of medicines. There are several approaches by which this intervention might be implemented in clinical practice, which will vary depending on the health system and clinical context. AIM To understand the clinical utility of panel-based pharmacogenetic testing in patients admitted acutely to hospital and to establish variables that predict if an individual might benefit from the intervention. DESIGN A cross-sectional study recruiting patients admitted acutely to hospital. METHODS Participants underwent panel-based pharmacogenetic testing, and their genetic results were analysed in their context of the medicines they had been exposed to as an inpatient. The primary outcome was the proportion of patients with clinically actionable gene-drug interactions. Individual variables that predict the clinical utility of pharmacogenetic testing were established via logistic regression. RESULTS Genetic and prescribing data were available for 482 inpatients (55% male; median age 61.2 years; range: 18-96), 97.9% of whom carried a pharmacogenetic result of interest. During their admission, 79.5% of patients were exposed to a medicine for which there is pharmacogenetic prescribing guidance available. Just under one in seven individuals (13.7%) had a clinically actionable gene-drug interaction. Increasing age (>50 years) was positively correlated with the likelihood (2.7-fold increased risk) of having a clinically actionable interaction. CONCLUSIONS These findings demonstrate the potential scale, and potential clinical utility, of pharmacogenetic testing as an intervention, highlighting the need to develop infrastructure to support healthcare professionals make use of this emerging tool.
Collapse
Affiliation(s)
- John H McDermott
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University Hospitals NHS Foundation Trust, Oxford Road, Manchester, UK
- Division of Evolution, Infection and Genomics, School of Biological Sciences, The University of Manchester, Manchester, UK
| | - Kerry Burke
- Division of Evolution, Infection and Genomics, School of Biological Sciences, The University of Manchester, Manchester, UK
- Manchester Vascular Centre, Manchester Royal Infirmary, Manchester University NHS Foundation Trust, Manchester, UK
| | - Neil Fullerton
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University Hospitals NHS Foundation Trust, Oxford Road, Manchester, UK
| | - James O’Sullivan
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University Hospitals NHS Foundation Trust, Oxford Road, Manchester, UK
- Division of Evolution, Infection and Genomics, School of Biological Sciences, The University of Manchester, Manchester, UK
| | - Aleina Alex
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University Hospitals NHS Foundation Trust, Oxford Road, Manchester, UK
| | - Amy Ingham
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University Hospitals NHS Foundation Trust, Oxford Road, Manchester, UK
| | - Videha Sharma
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University Hospitals NHS Foundation Trust, Oxford Road, Manchester, UK
| | - Nicola Godfrey
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University Hospitals NHS Foundation Trust, Oxford Road, Manchester, UK
| | - Aghogho Odudu
- Acute Medical Unit, Manchester Royal Infirmary, Manchester University Hospitals NHS Foundation Trust, Manchester, UK
| | - Tania Syed
- Acute Medical Unit, Manchester Royal Infirmary, Manchester University Hospitals NHS Foundation Trust, Manchester, UK
| | - Andrew Stevens
- Acute Medical Unit, Manchester Royal Infirmary, Manchester University Hospitals NHS Foundation Trust, Manchester, UK
| | - Rhys Beynon
- Manchester Heart Centre, Manchester Royal Infirmary, Manchester University NHS Foundation Trust, Manchester, UK
| | - Nicholas Greaves
- Manchester Vascular Centre, Manchester Royal Infirmary, Manchester University NHS Foundation Trust, Manchester, UK
| | - Daniel Akam
- Acute Medical Unit, Manchester Royal Infirmary, Manchester University Hospitals NHS Foundation Trust, Manchester, UK
| | - Selman Mirza
- Biostatistics Collaboration Unit, Division of Population Health, Health Services Research & Primary Care, School of Health Sciences, The University of Manchester, Manchester, UK
| | - Paul Wilson
- Centre for Primary Care and Health Services Research, Division of Population Health, Health Services Research and Primary Care, School of Health Sciences, The University of Manchester, Manchester, UK
| | - Stuart Wright
- Manchester Centre for Health Economics, Division of Population Health, Health Services Research and Primary Care, School of Health Sciences, The University of Manchester, Manchester, UK
| | - Katherine Payne
- Manchester Centre for Health Economics, Division of Population Health, Health Services Research and Primary Care, School of Health Sciences, The University of Manchester, Manchester, UK
| | - William G Newman
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University Hospitals NHS Foundation Trust, Oxford Road, Manchester, UK
- Division of Evolution, Infection and Genomics, School of Biological Sciences, The University of Manchester, Manchester, UK
| |
Collapse
|
14
|
Cho CK, Kang P, Jang CG, Lee YJ, Bae JW, Choi CI, Lee SY. Effects of fluconazole on the pharmacokinetics of celecoxib and its carboxylic acid metabolite in different CYP2C9 genotypes. Arch Pharm Res 2025; 48:224-233. [PMID: 39730940 DOI: 10.1007/s12272-024-01531-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2024] [Accepted: 12/20/2024] [Indexed: 12/29/2024]
Abstract
This study aimed to investigate the effects of fluconazole, a moderate inhibitor of CYP2C9 and CYP3A4, on the pharmacokinetics of celecoxib and its carboxylic acid metabolite in different CYP2C9 genotypes. A total of thirty-nine healthy Korean male volunteers were divided into three different CYP2C9 genotype groups (CYP2C9*1/*1, *1/*3 and *3/*3 genotypes) and were enrolled in the celecoxib alone trial, celecoxib with fluconazole trial, or both. In the celecoxib alone trial, participants received a single oral dose of 200 mg celecoxib. In the celecoxib with fluconazole trial, participants received 300 mg fluconazole on day 1, 150 mg fluconazole once daily for four consecutive days (day 2-5), and a coadministration of 200 mg celecoxib with 150 mg fluconazole on day 6. Plasma concentrations of celecoxib and celecoxib carboxylic acid were determined by using HPLC-MS/MS. In the CYP2C9*1/*1 genotype group, fluconazole treatment increased AUCinf of celecoxib by 2.61-fold, and decreased CL/F by 60.4% (both p < 0.001). In the CYP2C9*1/*3 genotype group, fluconazole treatment increased AUCinf of celecoxib by 2.44-fold (p < 0.001), prolonged t1/2 by 1.36-fold (p < 0.05), and decreased CL/F by 60.4% (p < 0.001). Fluconazole treatment increased AUCinf of celecoxib by 2.23-fold, prolonged t1/2 by 1.64-fold, and decreased CL/F by 53.8% in the subject with CYP2C9*3/*3 genotype. Cmax of celecoxib carboxylic acid significantly decreased in CYP2C9*1/*1 and *1/*3 genotypes (p < 0.01 and p < 0.05, respectively), following fluconazole treatment, whereas AUCinf showed no significant changes in any CYP2C9 genotype group. In conclusion, fluconazole affected the pharmacokinetics of celecoxib in different CYP2C9 genotypes.
Collapse
Affiliation(s)
- Chang-Keun Cho
- School of Pharmacy, Sungkyunkwan University, Suwon, 16419, Republic of Korea
| | - Pureum Kang
- School of Pharmacy, Sungkyunkwan University, Suwon, 16419, Republic of Korea
| | - Choon-Gon Jang
- School of Pharmacy, Sungkyunkwan University, Suwon, 16419, Republic of Korea
| | - Yun Jeong Lee
- College of Pharmacy, Dankook University, Cheonan, 31116, Republic of Korea.
| | - Jung-Woo Bae
- College of Pharmacy, Keimyung University, Daegu, 42601, Republic of Korea
| | - Chang-Ik Choi
- College of Pharmacy, Dongguk University-Seoul, Goyang, 10326, Republic of Korea.
| | - Seok-Yong Lee
- School of Pharmacy, Sungkyunkwan University, Suwon, 16419, Republic of Korea.
| |
Collapse
|
15
|
Calleja S, Rodríguez-López A, Ochoa D, Luquero S, Navares-Gómez M, Román M, Mejia-Abril G, Martín-Vilchez S, Abad-Santos F, Zubiaur P. Impact of Genetic Variants on Pregabalin Pharmacokinetics and Safety. Pharmaceuticals (Basel) 2025; 18:151. [PMID: 40005966 PMCID: PMC11860030 DOI: 10.3390/ph18020151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2024] [Revised: 01/13/2025] [Accepted: 01/22/2025] [Indexed: 02/27/2025] Open
Abstract
Background/Objectives: Pregabalin is a useful therapeutic option for patients with anxiety or neuropathic pain. Genetic variants in certain genes encoding for transporters related to absorption and distribution could have an impact on the efficacy and safety of the drug. Furthermore, extreme phenotypes in metabolic enzymes could alter pregabalin-limited metabolism. Methods: In this study, we included 24 healthy volunteers participating in a bioequivalence clinical trial and administered pregabalin 300 mg orally; 23 subjects were genotyped for 114 variants in 31 candidate genes, and we explored their impact on pregabalin pharmacokinetics and safety. Results: The uncorrected mean (±SD) of AUC∞ and Cmax were 61,097 ± 14,762 ng*h/mL and 7802 ± 1659 ng/mL, respectively, which were significantly higher in females than in males (p = 0.002 and p = 0.001, respectively), with no differences in dose/weight (DW)- corrected exposure metrics. NAT2 slow acetylators (SAs) showed a 16-18% increase in exposure compared to intermediate (IAs) and normal (NAs) acetylators; NAT2 SAs exhibited a 25% higher t1/2 as compared with NAT2 IAs and 58% higher compared to NAT2 NAs. In contrast, neither the NAT2 phenotype nor other genetic variants were related to pregabalin adverse drug reaction (ADR) occurrence. On the contrary, sex and sex-related exposure differences (i.e., females and their higher exposure compared to males) were the main predictors of ADR occurrence. Conclusions: Our findings suggest that NAT2 could be partially responsible for the minor proportion of pregabalin metabolism, but the effect of NAT2 phenotype does not seem clinically relevant. Therefore, pharmacogenetic biomarkers appear to play a restrained role in pregabalin pharmacotherapy.
Collapse
Affiliation(s)
- Sofía Calleja
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IIS-Princesa), 28006 Madrid, Spain
| | - Andrea Rodríguez-López
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IIS-Princesa), 28006 Madrid, Spain
| | - Dolores Ochoa
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IIS-Princesa), 28006 Madrid, Spain
| | - Sergio Luquero
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IIS-Princesa), 28006 Madrid, Spain
| | - Marcos Navares-Gómez
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IIS-Princesa), 28006 Madrid, Spain
| | - Manuel Román
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IIS-Princesa), 28006 Madrid, Spain
| | - Gina Mejia-Abril
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IIS-Princesa), 28006 Madrid, Spain
| | - Samuel Martín-Vilchez
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IIS-Princesa), 28006 Madrid, Spain
| | - Francisco Abad-Santos
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IIS-Princesa), 28006 Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Pablo Zubiaur
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IIS-Princesa), 28006 Madrid, Spain
| |
Collapse
|
16
|
Brlek P, Bulić L, Mršić L, Sokač M, Brenner E, Matišić V, Skelin A, Bach-Rojecky L, Primorac D. Exploring the Pharmacogenomic Map of Croatia: PGx Clustering of 522-Patient Cohort Based on UMAP + HDBSCAN Algorithm. Int J Mol Sci 2025; 26:589. [PMID: 39859305 PMCID: PMC11765990 DOI: 10.3390/ijms26020589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Revised: 01/09/2025] [Accepted: 01/10/2025] [Indexed: 01/27/2025] Open
Abstract
Pharmacogenetics is a branch of genomic medicine aiming to personalize drug prescription guidelines based on individual genetic information. This concept might lead to a reduction in adverse drug reactions, which place a heavy burden on individual patients' health and the economy of the healthcare system. The aim of this study was to present insights gained from the pharmacogenetics-based clustering of over 500 patients from the Croatian population. The data used in this article were obtained by the pharmacogenetic testing of 522 patients from the Croatian population. The patients were clustered based on the genotypes of 28 pharmacologically relevant genes. Dimensionality reduction was employed using the UMAP algorithm, after which clusters were defined using HDBSCAN. Validation of clustering was performed by decision tree analysis and predictive modeling using the RandomForest, XGBoost, and ExtraTrees classification algorithms. The clustering algorithm defined six clusters of patients based on two UMAP components (silhouette score = 0.782). Decision tree analysis demonstrated CYP2D6 and SLCO1B1 genotypes as the main points of cluster determination. Predictive modeling demonstrated an excellent ability to discern the cluster of each patient based on all genes (avg. ROC-AUC = 0.998), CYP2D6 and SLCO1B1 (avg. ROC-AUC = 1.000), and CYP2D6 alone (avg. ROC-AUC = 0.910). Membership in each cluster provided clinically relevant information, in the context of ruling out certain favorable or unfavorable phenotypes. However, this study's main limitation is its cohort size. Through further research and investigation of a larger number of patients, more accurate and clinically applicable associations between pharmacogenetic genotypes and phenotypes might be discovered.
Collapse
Affiliation(s)
- Petar Brlek
- St. Catherine Specialty Hospital, 10000 Zagreb, Croatia; (L.B.)
- School of Medicine, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia
- Faculty of Science, Department of Molecular Biology, University of Zagreb, 10000 Zagreb, Croatia
| | - Luka Bulić
- St. Catherine Specialty Hospital, 10000 Zagreb, Croatia; (L.B.)
| | - Leo Mršić
- Department of Information Systems and Business Analytics, Algebra University, 10000 Zagreb, Croatia
| | - Mateo Sokač
- Department of Information Systems and Business Analytics, Algebra University, 10000 Zagreb, Croatia
| | - Eva Brenner
- St. Catherine Specialty Hospital, 10000 Zagreb, Croatia; (L.B.)
| | - Vid Matišić
- St. Catherine Specialty Hospital, 10000 Zagreb, Croatia; (L.B.)
| | - Andrea Skelin
- St. Catherine Specialty Hospital, 10000 Zagreb, Croatia; (L.B.)
- Genos Glycoscience Research Laboratory, 10000 Zagreb, Croatia
| | - Lidija Bach-Rojecky
- Faculty of Pharmacy and Biochemistry, University of Zagreb, 10000 Zagreb, Croatia
| | - Dragan Primorac
- St. Catherine Specialty Hospital, 10000 Zagreb, Croatia; (L.B.)
- School of Medicine, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia
- Eberly College of Science, The Pennsylvania State University, State College, PA 16802, USA
- School of Medicine, University of Split, 21000 Split, Croatia
- The Henry C. Lee College of Criminal Justice and Forensic Sciences, University of New Haven, New Haven, CT 06516, USA
- Regiomed Kliniken, 96450 Coburg, Germany
- School of Medicine, University of Rijeka, 51000 Rijeka, Croatia
- Faculty of Dental Medicine and Health, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia
- School of Medicine, University of Mostar, 88000 Mostar, Bosnia and Herzegovina
- National Forensic Sciences University, Gandhinagar 382007, India
| |
Collapse
|
17
|
Tremmel R, Hübschmann D, Schaeffeler E, Pirmann S, Fröhling S, Schwab M. Innovation in cancer pharmacotherapy through integrative consideration of germline and tumor genomes. Pharmacol Rev 2025; 77:100014. [PMID: 39952686 DOI: 10.1124/pharmrev.124.001049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 10/02/2024] [Accepted: 10/04/2024] [Indexed: 01/22/2025] Open
Abstract
Precision cancer medicine is widely established, and numerous molecularly targeted drugs for various tumor entities are approved or are in development. Personalized pharmacotherapy in oncology has so far been based primarily on tumor characteristics, for example, somatic mutations. However, the response to drug treatment also depends on pharmacological processes summarized under the term ADME (absorption, distribution, metabolism, and excretion). Variations in ADME genes have been the subject of intensive research for >5 decades, considering individual patients' genetic makeup, referred to as pharmacogenomics (PGx). The combined impact of a patient's tumor and germline genome is only partially understood and often not adequately considered in cancer therapy. This may be attributed, in part, to the lack of methods for combined analysis of both data layers. Optimized personalized cancer therapies should, therefore, aim to integrate molecular information, which derives from both the tumor and the germline genome, and taking into account existing PGx guidelines for drug therapy. Moreover, such strategies should provide the opportunity to consider genetic variants of previously unknown functional significance. Bioinformatic analysis methods and corresponding algorithms for data interpretation need to be developed to integrate PGx data in cancer therapy with a special meaning for interdisciplinary molecular tumor boards, in which cancer patients are discussed to provide evidence-based recommendations for clinical management based on individual tumor profiles. SIGNIFICANCE STATEMENT: The era of personalized oncology has seen the emergence of drugs tailored to genetic variants associated with cancer biology. However, the full potential of targeted therapy remains untapped owing to the predominant focus on acquired tumor-specific alterations. Optimized cancer care must integrate tumor and patient genomes, guided by pharmacogenomic principles. An essential prerequisite for realizing truly personalized drug treatment of cancer patients is the development of bioinformatic tools for comprehensive analysis of all data layers generated in modern precision oncology programs.
Collapse
Affiliation(s)
- Roman Tremmel
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany; University of Tuebingen, Tuebingen, Germany
| | - Daniel Hübschmann
- Computational Oncology Group, Molecular Precision Oncology Program, National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between the German Cancer Research Center (DKFZ) and Heidelberg University Hospital, Heidelberg, Germany; German Cancer Consortium (DKTK), DKFZ, Core Center Heidelberg, Heidelberg, Germany; Innovation and Service Unit for Bioinformatics and Precision Medicine, DKFZ, Heidelberg, Germany; Pattern Recognition and Digital Medicine Group, Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM), Heidelberg, Germany
| | - Elke Schaeffeler
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany; University of Tuebingen, Tuebingen, Germany; Cluster of Excellence iFIT (EXC2180) "Image-Guided and Functionally Instructed Tumor Therapies," University of Tuebingen, Tuebingen, Germany
| | - Sebastian Pirmann
- Computational Oncology Group, Molecular Precision Oncology Program, National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between the German Cancer Research Center (DKFZ) and Heidelberg University Hospital, Heidelberg, Germany
| | - Stefan Fröhling
- German Cancer Consortium (DKTK), DKFZ, Core Center Heidelberg, Heidelberg, Germany; Division of Translational Medical Oncology, DKFZ, Heidelberg, Germany; NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany; Institute of Human Genetics, Heidelberg University, Heidelberg, Germany
| | - Matthias Schwab
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany; University of Tuebingen, Tuebingen, Germany; Cluster of Excellence iFIT (EXC2180) "Image-Guided and Functionally Instructed Tumor Therapies," University of Tuebingen, Tuebingen, Germany; Departments of Clinical Pharmacology, and Pharmacy and Biochemistry, University of Tuebingen, Tuebingen, Germany; DKTK, DKFZ, Partner Site Tuebingen, Tuebingen, Germany; NCT SouthWest, a partnership between DKFZ and University Hospital Tuebingen, Tuebingen, Germany.
| |
Collapse
|
18
|
Litonius K, Kulla N, Falkenbach P, Kristiansson K, Tarkiainen EK, Ukkola-Vuoti L, Cajanus K, Korhonen M, Khan S, Sistonen J, Orpana A, Lindstedt M, Nyrönen T, Perola M, Turpeinen M, Kytö V, Tornio A, Niemi M. Value of Pharmacogenetic Testing Assessed with Real-World Drug Utilization and Genotype Data. Clin Pharmacol Ther 2025; 117:278-288. [PMID: 39365028 DOI: 10.1002/cpt.3458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2024] [Accepted: 09/03/2024] [Indexed: 10/05/2024]
Abstract
Implementation of pharmacogenetic testing in clinical care has been slow and with few exceptions is hindered by the lack of real-world evidence on how to best target testing. In this retrospective register-based study, we analyzed a nationwide cohort of 1,425,000 patients discharged from internal medicine or surgical wards and a cohort of 2,178 university hospital patients for purchases and prescriptions of pharmacogenetically actionable drugs. Pharmacogenetic variants were obtained from whole genome genotype data for a subset (n = 930) of the university hospital patients. We investigated factors associated with receiving pharmacogenetically actionable drugs and developed a literature-based cost-benefit model for pre-emptive pharmacogenetic panel testing. In a 2-year follow-up, 60.4% of the patients in the nationwide cohort purchased at least one pharmacogenetically actionable drug, most commonly ibuprofen (25.0%) and codeine (19.4%). Of the genotyped subset, 98.8% carried at least one actionable pharmacogenetic genotype and 23.3% had at least one actionable gene-drug pair. Patients suffering from musculoskeletal or cardiovascular diseases were more prone to receive pharmacogenetically actionable drugs during inpatient episode. The cost-benefit model included frequently dispensed drugs in the university hospital cohort, comprising ondansetron (19.4%), simvastatin (7.4%), clopidogrel (5.0%), warfarin (5.1%), (es)citalopram (5.3%), and azathioprine (0.5%). For untargeted pre-emptive pharmacogenetic testing of all university hospital patients, the model indicated saving €17.49 in direct healthcare system costs per patient in 2 years without accounting for the cost of the test itself. Therefore, it might be reasonable to target pre-emptive pharmacogenetic testing to patient groups most likely to receive pharmacogenetically actionable drugs.
Collapse
Affiliation(s)
- Kaisa Litonius
- Department of Clinical Pharmacology, University of Helsinki, Helsinki, Finland
- Department of Clinical Pharmacology, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
- Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Noora Kulla
- Integrative Physiology and Pharmacology, Institute of Biomedicine, University of Turku, Turku, Finland
- Unit of Clinical Pharmacology, Turku University Hospital, Turku, Finland
| | - Petra Falkenbach
- Finnish Coordinating Center for Health Technology Assessment, Oulu University Hospital, University of Oulu, Oulu, Finland
| | | | - E Katriina Tarkiainen
- Department of Clinical Pharmacology, University of Helsinki, Helsinki, Finland
- Department of Clinical Pharmacology, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
- Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | | | - Kristiina Cajanus
- Integrative Physiology and Pharmacology, Institute of Biomedicine, University of Turku, Turku, Finland
- Unit of Clinical Pharmacology, Turku University Hospital, Turku, Finland
| | - Mari Korhonen
- Genome Unit, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
| | - Sofia Khan
- Genome Unit, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
| | - Johanna Sistonen
- Genome Unit, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
| | - Arto Orpana
- Genome Unit, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
| | | | | | - Markus Perola
- Finnish Institute for Health and Welfare, Helsinki, Finland
- Clinical and Molecular Metabolism Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Miia Turpeinen
- Finnish Coordinating Center for Health Technology Assessment, Oulu University Hospital, University of Oulu, Oulu, Finland
- Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Ville Kytö
- Heart Center, Turku University Hospital, University of Turku, Turku, Finland
- Clinical Research Center, Turku University Hospital, Turku, Finland
| | - Aleksi Tornio
- Integrative Physiology and Pharmacology, Institute of Biomedicine, University of Turku, Turku, Finland
- Unit of Clinical Pharmacology, Turku University Hospital, Turku, Finland
| | - Mikko Niemi
- Department of Clinical Pharmacology, University of Helsinki, Helsinki, Finland
- Department of Clinical Pharmacology, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland
- Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| |
Collapse
|
19
|
Bao SS, Tang PF, Zhou Q, Shao CF, Xiao ZX, Cheng C, Cai JP, Li YL. The relationship between CYP2C9 gene polymorphisms and azilsartan metabolism in vitro. Expert Opin Drug Metab Toxicol 2025; 21:95-103. [PMID: 39316645 DOI: 10.1080/17425255.2024.2409255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Revised: 09/14/2024] [Accepted: 09/22/2024] [Indexed: 09/26/2024]
Abstract
BACKGROUND The gene polymorphisms of the CYP2C9, as well as the substrate specificity of the enzyme, result in different clearances for different substrates by CYP2C9 variants. RESEARCH DESIGNAND METHODS The CYP2C9 wild type and 38 CYP2C9 variants, expressed in insectmicrosomes, were incubated with azilsartan. The resulting metabolite,O-desethyl azilsartan, was determined by HPLC-MS/MS. The enzyme kineticparameters of the 38 variants were calculated and compared with the wild type.Subsequently, we selected CYP2C9*1, *2, and *3 as target proteins for molecular docking with azilsartan to elucidate the mechanisms underlying changes in enzyme function. RESULTS Compared with CYP2C9*1, three variants (CYP2C9*29, *39, and *49) exhibited markedlyincreased CLint values (from 170%-275%, *p < 0.05), whereas 28 variants exhibited significantly decreased CLint values (from 3-63%,*p < 0.05). The molecular docking results showed that the binding energy of CYP2C9*2 and *3 was lower than that of the wild type. CONCLUSION Thisassessment revealed the effect of CYP2C9 gene polymorphisms on azilsartan metabolism, establishing a theoretical basis for further in-vivo studies and clinical applications. This study will help expand the database of CYP2C9 gene-drug pairs and identify appropriate treatment strategies for azilsartan, contributing to the field of precision medicine.
Collapse
Affiliation(s)
- Su-Su Bao
- Affiliated Yueqing Hospital, Wenzhou Medical University, Wenzhou, China
| | - Peng-Fei Tang
- Affiliated Yueqing Hospital, Wenzhou Medical University, Wenzhou, China
| | - Quan Zhou
- Key Laboratory of Joint Diagnosis and Treatment of Chronic Liver Disease and Liver Cancer of Lishui, The Sixth Affiliated Hospital of Wenzhou Medical University, Zhejiang, China
| | - Chuan-Feng Shao
- Affiliated Yueqing Hospital, Wenzhou Medical University, Wenzhou, China
| | - Zhong-Xiang Xiao
- Affiliated Yueqing Hospital, Wenzhou Medical University, Wenzhou, China
| | - Chen Cheng
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, China
| | - Jian-Ping Cai
- The Ministry of Health (MOH) Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, Beijing, PR China
| | - Yun-Lei Li
- Affiliated Yueqing Hospital, Wenzhou Medical University, Wenzhou, China
| |
Collapse
|
20
|
Wiss FM, Dietz U, Thalheimer A, Lamm S, Rosenberg R, Allemann SS, Zu Schwabedissen HEM, Bollinger A, Lampert ML. Associations between (pharmaco-)genetic markers and postoperative pain after inguinal hernia repair - a prospective study protocol. BMC Med Genomics 2024; 17:286. [PMID: 39696400 PMCID: PMC11658386 DOI: 10.1186/s12920-024-02064-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Accepted: 12/11/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND Postoperative pain is a common complication following surgery, with severity and duration varying between patients. Chronic postoperative pain after inguinal hernia surgery has an incidence rate of approximately 10%. Risk factors for acute and chronic pain following hernia surgery include age, sex, psychosocial factors, and demographic background. Additionally, genetic polymorphisms in enzymes involved in pain mechanisms, as well as the metabolism of analgesics might influence pain perception, pain development, and response to pain medications. Key enzymes include the catechol-o-methyltransferase (COMT), the µ-opioid receptor 1 (OPRM1), and the cytochrome P450 2D6 (CYP2D6). CYP2D6 plays a crucial role in metabolizing analgesics such as tramadol, codeine, and oxycodone. It is also suspected to be involved in the synthesis of catecholamines and endogenous morphines suggesting a potential role in pathophysiology of pain. We hypothesize that the CYP2D6 activity influences the development of postoperative pain after hernia surgery. METHODS This study is a prospective, observational, multicenter association study investigating adult patients scheduled for inguinal hernia surgery using a robotic-assisted (rTAPP) approach. Patients are enrolled during the preoperative surgical consultation. A buccal swab is collected for genetic testing at this time. Pain at the site of the hernia is assessed using the validated EuraHSQoL score preoperatively and at 2, 4, and 6 weeks postoperatively. Additionally, information on co-medication and details of the surgery will be collected. The planned number of participants is 350 patients. The primary objective is to analyze the association between different genotype-predicted CYP2D6 phenotypes and patient-reported pain intensity 6 weeks after surgery. Secondary objectives include the association between further genetic variants, such as the COMT rs4680 and OPRM1 rs1799971 genotype, and pain severity. Additionally, the potential of pharmacogenetic panel testing to optimize analgesic therapy in hernia surgery patients will be explored. DISCUSSION The findings of this study are expected to provide valuable insights into identifying patients at higher risk for postoperative pain before surgery. This knowledge could pave the way for tailored interventions during and after surgery for these specific patients. TRIAL REGISTRATION Deutsches Register Klinischer Studien https://www.drks.de/DRKS00034796 Registered on August 07, 2024.
Collapse
Affiliation(s)
- Florine M Wiss
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland.
- Institute of Hospital Pharmacy, Solothurner Spitäler, Olten, Switzerland.
| | - Ulrich Dietz
- Department of Visceral Surgery, Solothurner Spitäler, Olten, Switzerland
| | - Andreas Thalheimer
- Department of Visceral Surgery, Spital Männedorf, Männedorf, Switzerland
| | - Sebastian Lamm
- Department of Visceral Surgery, Kantonsspital Baselland, Liestal, Switzerland
| | - Robert Rosenberg
- Department of Visceral Surgery, Kantonsspital Baselland, Liestal, Switzerland
| | - Samuel S Allemann
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | | | - Anna Bollinger
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
- Biopharmacy, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Markus L Lampert
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
- Institute of Hospital Pharmacy, Solothurner Spitäler, Olten, Switzerland
| |
Collapse
|
21
|
Liu L, Sun S, Li X. Physcion inhibition of CYP2C9, 2D6 and 3A4 in human liver microsomes. PHARMACEUTICAL BIOLOGY 2024; 62:207-213. [PMID: 38353248 PMCID: PMC10868446 DOI: 10.1080/13880209.2024.2314089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 01/25/2024] [Indexed: 02/16/2024]
Abstract
CONTEXT The effect of the active ingredients in traditional Chinese medicines on the activity of cytochrome P450 enzymes (CYP450s) is a critical factor that should be considered in TCM prescriptions. Physcion, the major active ingredient of Rheum spp. (Polygonaceae), possesses wide pharmacological activities. OBJECTIVES The effect of physcion on CYP450 activity was investigated to provide a theoretical basis for use. MATERIALS AND METHODS The experiments were conducted in pooled human liver microsomes (HLMs). The activity of CYP450 isoforms was evaluated with corresponding substrates and probe reactions. Blank HLMs were set as negative controls, and typical inhibitors were employed as positive controls. The inhibition model was fitted with Lineweaver Burk plots. The concentration (0, 2.5, 5, 10, 25, 50 and 100 μM physcion) and time-dependent (0, 5, 10, 15 and 30 min) effects of physcion were also assessed. RESULTS Physcion suppressed CYP2C9, 2D6 and 3A4 in a concentration-dependent manner with IC50 values of 7.44, 17.84 and 13.50 μM, respectively. The inhibition of CYP2C9 and 2D6 was competitive with the Ki values of 3.69 and 8.66 μM, respectively. The inhibition of CYP3A4 was non-competitive with a Ki value of 6.70 μM. Additionally, only the inhibition of CYP3A4 was time-dependent with the KI and Kinact parameters of 3.10 μM-1 and 0.049 min-1, respectively. CONCLUSIONS The inhibition of CYP450s by physcion should be considered in its clinical prescription, and the study design can be employed to evaluate the interaction of CYP450s with other herbs.
Collapse
Affiliation(s)
- Lu Liu
- Department of Endocrine, Seventh People’s Hospital of Shanghai University of Traditional Chinese Medicine, Shanghai, PR China
| | - Sen Sun
- Department of Anesthesiology, Shanghai Pulmonary Hospital, Shanghai, PR China
| | - Xiaohua Li
- Department of Endocrine, Seventh People’s Hospital of Shanghai University of Traditional Chinese Medicine, Shanghai, PR China
| |
Collapse
|
22
|
Bagher AM, Aboud RA, Alkinaidri NM, Aljilani SA, Hareeri RH, Binmahfouz LS, Bagher SM. Pediatric pharmacogenetics: profiling CYP2C8 polymorphisms at King Abdulaziz University Dental Clinic. Drug Metab Pers Ther 2024; 39:207-213. [PMID: 39501421 DOI: 10.1515/dmpt-2024-0015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Accepted: 08/06/2024] [Indexed: 01/18/2025]
Abstract
OBJECTIVES Ibuprofen, a widely used non-steroidal anti-inflammatory (NSAID) for managing pain and inflammation in pediatric patients, is metabolized by the CYP2C8 enzyme. Studies suggest that the CYP2C8*2, *3, and *4 variations of the CYP2C8 gene diminish ibuprofen metabolism, increasing the risk of adverse reactions. The aim of this study was to determine the frequency of the CYP2C8*2, *3, and *4 alleles and genotypes in a pediatric population attending the King Abdulaziz University dental clinic and compare our findings to those of other populations. METHODS A cross-sectional study was conducted with 140 healthy Saudi children ages 6-12. Saliva samples were collected using Oragene™ DNA Sample Collection Kits and analyzed for polymorphisms using polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP). RESULTS The study identified that CYP2C8*2 AA, AT, and TT genotypes occurred at frequencies of 87.86 %, 9.29 %, and 2.86 %, respectively. For CYP2C8*3, AA, AG, and GG genotypes were found in 87.14 , 8.75, and 4.29 % of subjects, respectively. The CYP2C8*4 allele was less frequent, with CC and CG genotypes at 97.86 % and 2.14 %, respectively, and the GG genotype was absent. Allele frequencies for CYP2C8*2, *3, and *4 were 7.5 %, 8.57 %, and 1.07 %, respectively. CONCLUSIONS Our findings reveal that the allelic frequencies for the CYP2C8 polymorphisms in the Saudi pediatric cohort are substantially elevated compared to those reported in other Asian populations. This suggests Saudis may experience more varied drug responses, especially for medications that undergo metabolism by the CYP2C8 enzyme, like ibuprofen.
Collapse
Affiliation(s)
- Amina M Bagher
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, 37848 King Abdulaziz University , Jeddah, Saudi Arabia
| | - Rania A Aboud
- Faculty of Pharmacy, 37848 King Abdulaziz University , Jeddah, Saudi Arabia
| | - Noura M Alkinaidri
- Faculty of Pharmacy, 37848 King Abdulaziz University , Jeddah, Saudi Arabia
| | - Saja A Aljilani
- Faculty of Pharmacy, 37848 King Abdulaziz University , Jeddah, Saudi Arabia
| | - Rawan H Hareeri
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, 37848 King Abdulaziz University , Jeddah, Saudi Arabia
| | - Lenah S Binmahfouz
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, 37848 King Abdulaziz University , Jeddah, Saudi Arabia
| | - Sara M Bagher
- Department of Pediatric Dentistry, Faculty of Dentistry, 37848 King Abdulaziz University , Jeddah, Saudi Arabia
| |
Collapse
|
23
|
Hoffecker G, Keat K, Mulugeta-Gordon L, Risman M, Verma SS, Deagostino-Kelly M, Tuteja S. Estimated clinical utility of multi-gene pharmacogenetic testing in a retrospective cohort of gynecology patients. Pharmacogenomics 2024; 25:587-594. [PMID: 39545769 DOI: 10.1080/14622416.2024.2428585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Accepted: 11/08/2024] [Indexed: 11/17/2024] Open
Abstract
OBJECTIVE This study aimed to estimate the clinical utility of performing multi-gene pharmacogenetic testing on patients undergoing gynecologic surgery/procedure by evaluating the prescribing rate of Clinical Pharmacogenetics Implementation Consortium (CPIC) level A medications and frequency of drug-gene interactions (DGIs). METHODS The electronic health record was queried for 76 current procedural terminology codes to identify gynecologic surgeries/procedures that occurred between 1 January 2015 to 31 December 2020 in patients with at least one of 152 international classification of disease codes. Prescription data for CPIC level A medications was extracted. Those enrolled in the Penn Medicine Biobank were assessed for DGIs. RESULTS The cohort consisted of 7798 female patients and 682 were in the biobank. Up to 6 years following their surgery or procedure, 80% were ordered ≥1 CPIC level A medication. Over half (54%) of these medications were ordered within 3 days after their surgery or procedure. The most common CPIC level A medications ordered were ibuprofen (57%) and ondansetron (42%). Overall, 7% of the cohort had ≥1 known or predicted DGI with medications they were prescribed. CONCLUSION Multi-gene pharmacogenetic testing may be beneficial to gynecologic surgery/procedure patients by assisting clinicians with prescribing postoperative analgesics and future medications.
Collapse
Affiliation(s)
- Glenda Hoffecker
- Department of Pharmacy, Penn Medicine Hospital of University of Pennsylvania, Philadelphia, PA, USA
| | - Karl Keat
- Genomics & Computational Biology PhD Program, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA
| | - Lakeisha Mulugeta-Gordon
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Penn Medicine Hospital of University of Pennsylvania, Philadelphia, PA, USA
| | - Marjorie Risman
- Department of Genetics and Institute for Biomedical Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Shefali S Verma
- Department of Pathology & Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Mary Deagostino-Kelly
- Division of General Obstetrics and Gynecology, Department of Obstetrics and Gynecology, Penn Medicine Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Sony Tuteja
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
24
|
Bollinger A, Hersberger KE, Meyer Zu Schwabedissen HE, Allemann SS, Stäuble CK. Pharmacogenotyping disproves genetic cause of drug-related problems in family history: a case report. BMC Anesthesiol 2024; 24:416. [PMID: 39548363 PMCID: PMC11566219 DOI: 10.1186/s12871-024-02797-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Accepted: 11/04/2024] [Indexed: 11/17/2024] Open
Abstract
BACKGROUND In clinical practice, family medication history is not routinely assessed as part of a patient's family health history (FHH). The information is self-reported and can depend on the individual's subjective perception. To illustrate how pharmacogenetic (PGx) testing results could be used to validate self-reported family medication history on drug-related problems (DRP), as well as to inform medication-related decisions, we herein present a case involving ten members of the same family. CASE PRESENTATION Prior to a planned surgery, a preemptive PGx panel test was performed for a nine-year-old girl due to self-reported family medication history. The PGx panel test was also performed for her three siblings, parents, and grandparents. The focus was directed to the paternal grandmother, as she reported DRP from the hypnotic agent propofol, and to the maternal grandmother, as she described DRP after the administration of codeine and tramadol. A commercial PGx panel test of 100 variations in 30 different genes was conducted and analyzed focusing on genetic variants in cytochrome P450 enzyme 2B6 (CYP2B6), and CYP2D6 as they are involved in the biotransformation of propofol and the bioactivation of codeine and tramadol, respectively. The girl was identified as (1) CYP2B6 intermediate metabolizer (IM) with reduced enzyme activity and (2) CYP2D6 poor metabolizer (PM) with no enzyme activity. Regarding the planned surgery, it was recommended (1) to carefully titrate propofol dosage with increased monitoring of potential DRP and (2) to avoid opioids whose activation is mediated by CYP2D6 (e.g. codeine and tramadol). Further PGx testing revealed (1) the paternal grandmother as CYP2B6 normal metabolizer (NM) and (2) the maternal grandmother as CYP2D6 NM. CONCLUSION The original trigger for PGx testing was the self-reported, conspicuous family medication history of DRP reported by the grandmothers. However, the girl's genotype predicted phenotypes of CYP2B6 IM and CYP2D6 PM, differed from the grandmothers'. With this exemplary case, we propose that hereditary concerns based on self-reported information on DRP should be verified by a PGx panel test, when the respective drug exhibits a PGx association. Also, the girl's PGx testing results provided important medication recommendations, which were considered perioperatively by the anesthetist suggesting to use PGx testing results preemptively to inform medication-related decisions.
Collapse
Affiliation(s)
- Anna Bollinger
- Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 50, Basel, 4056, Switzerland.
| | - Kurt E Hersberger
- Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 50, Basel, 4056, Switzerland
| | | | - Samuel S Allemann
- Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 50, Basel, 4056, Switzerland
| | - Céline K Stäuble
- Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 50, Basel, 4056, Switzerland
- Institute of Hospital Pharmacy, Solothurner Spitäler AG, Olten, Switzerland
| |
Collapse
|
25
|
Amaro-Álvarez L, Cordero-Ramos J, Calleja-Hernández MÁ. Exploring the impact of pharmacogenetics on personalized medicine: A systematic review. FARMACIA HOSPITALARIA 2024; 48:T299-T309. [PMID: 38851909 DOI: 10.1016/j.farma.2024.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2023] [Revised: 12/04/2023] [Accepted: 12/15/2023] [Indexed: 06/10/2024] Open
Abstract
INTRODUCTION Pharmacogenetics evaluates how genetic variations influence drug responses. Nowadays, genetic tests have advanced, becoming more affordable, and its integration is supported by stronger clinical evidence. Guidelines such as those from CPIC (Clinical Pharmacogenetics Implementation Consortium) and resources like PharmGKB facilitate genotype-based prescribing; and organizations like the FDA promote genetic testing before initiating certain medications. Preventive pharmacogenetic panels seem promising, but further research on biomarkers and diverse populations is needed. The aim of this review is to analyze recent evidence on the genotype-drug response relationship to examine how the genetic profile of patients influences the clinical response to treatments, and analyze the areas of research that need further study to advance towards a genetic-based precision medicine. MATERIALS AND METHODS A systematic search was conducted on PubMed to identify articles investigating the genotype-drug response relationship. The search strategy included terms such as "pharmacogenetics", "personalized treatment", "precision medicine", "dose adjustment", "individualized dosing", "clinical routine" and "clinical practice." Clinical trials, observational studies, and meta-analyses published in English or Spanish between 2013 and 2023 were included. The initial search resulted in a total of 136 articles for analysis. RESULTS 49 articles were included for the final analysis following review by two investigators. A relationship between genetic polymorphisms and drug response or toxicity was found for drugs such as opioids, GLP-1 agonists, tacrolimus, oral anticoagulants, antineoplastics, atypical antipsychotics, efavirenz, clopidogrel, lamotrigine, anti-TNF-α agents, voriconazole, antidepressants, or statins. However, for drugs like metformin, quetiapine, irinotecan, bisoprolol, and anti-VEGF agents, no statistically significant association between genotype and response was found. CONCLUSION The studies analyzed in this review suggest a strong correlation between genetic variability and individual drug responses, supporting the use of pharmacogenetics for treatment optimization. However, for certain drugs like metformin or quetiapine, the influence of genotype on their response remains unclear. More studies with larger sample sizes, greater ethnic diversity, and consideration of non-genetic factors are needed. The lack of standardization in analysis methods and accessibility to genetic testing are significant challenges in this field. As a conclusion, pharmacogenetics shows immense potential in personalized medicine, but further research is required.
Collapse
|
26
|
Steuerwald NM, Morris S, Nguyen DG, Patel JN. Understanding the Biology and Testing Techniques for Pharmacogenomics in Oncology: A Practical Guide for the Clinician. JCO Oncol Pract 2024; 20:1441-1451. [PMID: 39531848 DOI: 10.1200/op.24.00191] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 04/12/2024] [Accepted: 04/18/2024] [Indexed: 11/16/2024] Open
Abstract
Pharmacogenomic (PGx) testing is a growing area of personalized medicine with demonstrated clinical utility in improving patient outcomes in oncology. PGx testing of pharmacogenes affecting drug pharmacokinetics, pharmacodynamics, and response can help inform drug selection and dosing of several anticancer therapies and supportive care medications. Several PGx testing techniques exist including polymerase chain reaction (PCR), MassARRAY, microarray, and sequencing. This review article provides a clinician-friendly guide of these techniques. Understanding the advantages, limitations, ideal use, and potential clinical applications of each platform can help clinicians choose the appropriate PGx testing platform for specific use cases.
Collapse
Affiliation(s)
- Nury M Steuerwald
- Molecular Biology and Genomics Core Laboratory, Atrium Health Levine Cancer Institute, Charlotte, NC
- Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC
| | - Sarah Morris
- Department of Cancer Pharmacology and Pharmacogenomics, Atrium Health Levine Cancer Institute, Charlotte, NC
| | - D Grace Nguyen
- Department of Cancer Pharmacology and Pharmacogenomics, Atrium Health Levine Cancer Institute, Charlotte, NC
| | - Jai N Patel
- Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC
- Department of Cancer Pharmacology and Pharmacogenomics, Atrium Health Levine Cancer Institute, Charlotte, NC
| |
Collapse
|
27
|
Amaro-Álvarez L, Cordero-Ramos J, Calleja-Hernández MÁ. Exploring the impact of pharmacogenetics on personalized medicine: A systematic review. FARMACIA HOSPITALARIA 2024; 48:299-309. [PMID: 38341366 DOI: 10.1016/j.farma.2023.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2023] [Revised: 12/04/2023] [Accepted: 12/15/2023] [Indexed: 02/12/2024] Open
Abstract
INTRODUCTION Pharmacogenetics evaluates how genetic variations influence drug responses. Nowadays, genetic tests have advanced, becoming more affordable, and its integration is supported by stronger clinical evidence. Guidelines such as those from CPIC (Clinical Pharmacogenetics Implementation Consortium) and resources like PharmGKB facilitate genotype-based prescribing; and organizations like the FDA promote genetic testing before initiating certain medications. Preventive pharmacogenetic panels seem promising, but further research on biomarkers and diverse populations is needed. The aim of this review is to analyze recent evidence on the genotype-drug response relationship to examine how the genetic profile of patients influences the clinical response to treatments, and analyze the areas of research that need further study to advance towards a genetic-based precision medicine. MATERIALS AND METHODS A systematic search was conducted on PubMed to identify articles investigating the genotype-drug response relationship. The search strategy included terms such as "pharmacogenetics", "personalized treatment", "precision medicine", "dose adjustment", "individualizing dosing", "clinical routine", and "clinical practice." Clinical trials, observational studies, and meta-analyses published in English or Spanish between 2013 and 2023 were included. The initial search resulted in a total of 136 articles for analysis. RESULTS 49 articles were included for the final analysis following review by 2 investigators. A relationship between genetic polymorphisms and drug response or toxicity was found for drugs such as opioids, GLP-1 agonists, tacrolimus, oral anticoagulants, antineoplastics, atypical antipsychotics, efavirenz, clopidogrel, lamotrigine, anti-TNFα agents, voriconazole, antidepressants, or statins. However, for drugs like metformin, quetiapine, irinotecan, bisoprolol, and anti-VEGF agents, no statistically significant association between genotype and response was found. CONCLUSION The studies analyzed in this review suggest a strong correlation between genetic variability and individual drug responses, supporting the use of pharmacogenetics for treatment optimization. However, for certain drugs like metformin or quetiapine, the influence of genotype on their response remains unclear. More studies with larger sample sizes, greater ethnic diversity, and consideration of non-genetic factors are needed. The lack of standardization in analysis methods and accessibility to genetic testing are significant challenges in this field. As a conclusion, pharmacogenetics shows immense potential in personalized medicine, but further research is required.
Collapse
|
28
|
Burlacu R, Bourdin V, Blin P, Camaioni F, Clairaz B, Lantéri-Minet M, Laroche F, Raineri F, Perrot S, Stahl JP, Thurin NH, Mouly S. [Over-the-counter non-steroidal anti-inflammatory medications: Focus on the management of acute pain]. Therapie 2024:S0040-5957(24)00177-X. [PMID: 39532557 DOI: 10.1016/j.therap.2024.10.061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 08/27/2024] [Accepted: 10/11/2024] [Indexed: 11/16/2024]
Abstract
Non-steroidal anti-inflammatory drugs (NSAIDs) are the second most widely used class of analgesics in France, after paracetamol. Some NSAIDs are available over the counter (OTC), without a prescription, on the advice of a pharmacist. NSAIDs have recently been the subject of safety alerts from France's Agence nationale de sécurité du médicament et des produits de santé (ANSM), highlighting a risk of worsening certain bacterial infections. This signal has not been confirmed by the European Medicines Agency (EMA) although a "risk of complications due to masking of symptoms of infection" has not been ruled out. These divergent messages can be confusing for healthcare professionals. This literature review, based on an analysis of nearly 200 scientific publications, considers the place of NSAIDs in the OTC management of migraine, tension headaches, postoperative analgesia, acute musculoskeletal and joint pain, dysmenorrhea, viral respiratory infections, including severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and their toxicity. The role of the pharmacist in dispensing NSAIDs without a prescription is also addressed. NSAIDs offer rapid and effective pain management in a context of increasingly challenging access to care. Their safety profile is reassuring and generally well established but could be strengthened by conducting an ad hoc study to rule on the safety signal issued by the ANSM definitively. Pharmacists have the knowledge and tools to ensure the safe dispensing and rational use of NSAIDs, with or without a prescription. The introduction of risk minimization measures, such as decision-support tools, could enable further progress in ensuring the safe dispensing of OTC NSAIDs.
Collapse
Affiliation(s)
- Ruxandra Burlacu
- Inserm UMR-S 1144, département de médecine interne, département médico-universitaire INVICTUS, hôpital Lariboisière, Nord - université Paris-Cité, Assistance publique-Hôpitaux de Paris (AP-HP), 2, rue Ambroise-Paré, 75010 Paris, France
| | - Venceslas Bourdin
- Inserm UMR-S 1144, département de médecine interne, département médico-universitaire INVICTUS, hôpital Lariboisière, Nord - université Paris-Cité, Assistance publique-Hôpitaux de Paris (AP-HP), 2, rue Ambroise-Paré, 75010 Paris, France
| | - Patrick Blin
- Inserm CIC-P 1401, Bordeaux PharmacoEpi, université de Bordeaux, 33000 Bordeaux, France
| | - Fabrice Camaioni
- Fédération des syndicats pharmaceutiques de France (FSPF), 75009 Paris, France
| | - Béatrice Clairaz
- Société francophone des sciences pharmaceutiques officinales (SFSPO), 91570 Bièvres, France
| | - Michel Lantéri-Minet
- Département d'évaluation et traitement de la douleur et Fédération hospitalo-universitaire InovPain, centre hospitalo-universitaire de Nice, université Côte d'Azur, 06000 Nice, France; Inserm U1107, migraine et douleur trigéminale, Auvergne université, 63100 Clermont-Ferrand, France
| | - Françoise Laroche
- Inserm U 987, centre de la douleur, Sorbonne université, AP-HP, 75012 Paris, France
| | - François Raineri
- Société française de médecine générale, 92130 Issy-les-Moulineaux, France
| | - Serge Perrot
- Inserm U987, Centre de la douleur, hôpital Cochin, université Paris-Cité, 75000 Paris, France
| | - Jean-Paul Stahl
- Infectiologie, université Grenoble-Alpes, 38000 Grenoble, France
| | - Nicolas H Thurin
- Inserm CIC-P 1401, Bordeaux PharmacoEpi, université de Bordeaux, 33000 Bordeaux, France
| | - Stéphane Mouly
- Inserm UMR-S 1144, département de médecine interne, département médico-universitaire INVICTUS, hôpital Lariboisière, Nord - université Paris-Cité, Assistance publique-Hôpitaux de Paris (AP-HP), 2, rue Ambroise-Paré, 75010 Paris, France.
| |
Collapse
|
29
|
Wang M, Xiang YH, Liu M, Jiang S, Guo JY, Jin XY, Sun HF, Zhang N, Wang ZG, Liu JX. The application prospects of sacha inchi ( Plukenetia volubilis linneo) in rheumatoid arthritis. Front Pharmacol 2024; 15:1481272. [PMID: 39484157 PMCID: PMC11524839 DOI: 10.3389/fphar.2024.1481272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2024] [Accepted: 10/04/2024] [Indexed: 11/03/2024] Open
Abstract
Sacha Inchi (Plukenetia volubilis L) (SI) is a traditional natural medicine from tropical rainforests of Amazon region in South America. As a raw material for edible oil, it has various pharmacological effects such as antioxidant, anti-inflammatory, hypolipidemia, and blood pressure lowering, which have attracted increasing attentions of pharmacists. This has prompted researchers to explore its pharmacological effects for potential applications in certain diseases. Among these, the study of its anti-inflammatory effects has become a particularly interesting topic, especially in rheumatoid arthritis (RA). RA is a systemic autoimmune disease, and often accompanied by chronic inflammatory reactions. Despite significant progress in its treatment, there is still an urgent need to find effective anti-RA drugs in regard to safety. This review summarizes the potential therapeutic effects of SI on RA by modulating gut microbiota, targeting inflammatory cells and pathways, and mimicking biologic antibody drugs, predicting the application prospects of SI in RA, and providing references for research aimed at using SI to treat RA.
Collapse
Affiliation(s)
- Min Wang
- School of Pharmacy, Heilongjiang University of Chinese Medicine, Harbin, Heilongjiang, China
- Sino-Pakistan Center on Traditional Chinese Medicine, School of Pharmaceutical Sciences, School of Basic Medical Sciences, China-Pakistan International Science and Technology Innovation Cooperation Base for Ethnic Medicine Development in Hunan Province, Hunan University of Medicine, Huaihua, Hunan, China
| | - Yin-Hong Xiang
- Sino-Pakistan Center on Traditional Chinese Medicine, School of Pharmaceutical Sciences, School of Basic Medical Sciences, China-Pakistan International Science and Technology Innovation Cooperation Base for Ethnic Medicine Development in Hunan Province, Hunan University of Medicine, Huaihua, Hunan, China
| | - Mei Liu
- Sino-Pakistan Center on Traditional Chinese Medicine, School of Pharmaceutical Sciences, School of Basic Medical Sciences, China-Pakistan International Science and Technology Innovation Cooperation Base for Ethnic Medicine Development in Hunan Province, Hunan University of Medicine, Huaihua, Hunan, China
- School of Pharmaceutical Sciences, University of South China, Hengyang, Hunan, China
| | - Shan Jiang
- School of Pharmacy, Heilongjiang University of Chinese Medicine, Harbin, Heilongjiang, China
| | - Jia-ying Guo
- School of Pharmacy, Heilongjiang University of Chinese Medicine, Harbin, Heilongjiang, China
| | - Xiao-yan Jin
- School of Pharmaceutical Sciences, Xinjiang medical University, Wulumuqi, Xinjiang, China
| | - Hui-feng Sun
- School of Pharmacy, Heilongjiang University of Chinese Medicine, Harbin, Heilongjiang, China
| | - Ning Zhang
- School of Pharmacy, Heilongjiang University of Chinese Medicine, Harbin, Heilongjiang, China
- Sino-Pakistan Center on Traditional Chinese Medicine, School of Pharmaceutical Sciences, School of Basic Medical Sciences, China-Pakistan International Science and Technology Innovation Cooperation Base for Ethnic Medicine Development in Hunan Province, Hunan University of Medicine, Huaihua, Hunan, China
| | - Zhi-Gang Wang
- School of Pharmacy, Heilongjiang University of Chinese Medicine, Harbin, Heilongjiang, China
| | - Jian-xin Liu
- Sino-Pakistan Center on Traditional Chinese Medicine, School of Pharmaceutical Sciences, School of Basic Medical Sciences, China-Pakistan International Science and Technology Innovation Cooperation Base for Ethnic Medicine Development in Hunan Province, Hunan University of Medicine, Huaihua, Hunan, China
- School of Pharmaceutical Sciences, University of South China, Hengyang, Hunan, China
| |
Collapse
|
30
|
Chen S, Yuan P, Liu F, Zhang S. Personalization of clopidogrel therapy based on genetic polymorphism analysis: clinical implications. Am J Transl Res 2024; 16:5708-5717. [PMID: 39544755 PMCID: PMC11558423 DOI: 10.62347/ewuh3396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 08/24/2024] [Indexed: 11/17/2024]
Abstract
OBJECTIVE This study aimed to evaluate the impact of gene polymorphisms on clopidogrel metabolism and to use this analysis to inform treatment strategy for a population in southern Anhui of China. METHODS The research was conducted from 2019 to 2022, aincluding 430 patients from the Wuhu Hospital, affiliated with East China Normal University who were candidates for clopidogrel therapy. Genes influencing clopidogrel's absorption and metabolism were analyzed to guide treatment. Patient data were collected, and genotype and metabolic type distributions were compared. Patients needing medication adjustments were followed up and divided into two groups based on whether they received adjustments or not, and the re-admission rates for antiplatelet therapy within 12 months were compared. RESULTS The 430 samples showed the expected genotypes and gene distribution, with no significant correlation to age or sex. The CYP2C19 metabolic phenotype frequency was moderate at 57.44%, fast at 25.12%, slow at 15.58%, and ultra-fast at 1.86%. The ABCB1-3435C>T genotype distribution was wild type in 38.14%, heterozygous in 42.33%, and mutant homozygous in 19.53%, with the TT group being significantly younger. The PON1-576G>A genotype showed no significant baseline differences. Of the 279 patients needing medication advice, 39.07% received it. The adjusted group had a significantly lower re-admission rate within one year. CONCLUSION The distribution of gene polymorphisms related to clopidogrel metabolism varied within the study population, indicating a potential for personalized medication approaches. The study provides insight into the clinical application of genetic testing for clopidogrel therapy.
Collapse
Affiliation(s)
- Shixiong Chen
- Department of Pharmacy, Wuhu Hospital Affiliated to East China Normal UniversityWuhu 241000, Anhui, China
| | - Pingchuan Yuan
- Drug Research and Development Center, School of Pharmacy, Wannan Medical CollegeWuhu 241000, Anhui, China
| | - Fei Liu
- Department of Oncology, Wuhu Hospital Affiliated to East China Normal UniversityWuhu 241000, Anhui, China
| | - Shaonan Zhang
- Department of Pharmacy, Wuhu Hospital Affiliated to East China Normal UniversityWuhu 241000, Anhui, China
| |
Collapse
|
31
|
Parra-Astorgano L. [Pharmaceutical Indication Service in a case of palmar-plantar erythema after amoxicillin and ibuprofen treatment]. FARMACEUTICOS COMUNITARIOS 2024; 16:83-87. [PMID: 39439871 PMCID: PMC11491920 DOI: 10.33620/fc.2173-9218.(2024).22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Accepted: 07/17/2024] [Indexed: 10/25/2024]
Abstract
Case description Patient (29 years old) with palmo-plantar erythema, goes to the community pharmacy (FC) requesting a cream to treat atopy. Evaluation The patient accessed the Pharmaceutical Indication Service (SPIF), showing that the manifestations appeared 24 hours after the start of dental treatment with amoxicillin 1g/12h and ibuprofen 600 mg/8h without any concomitant medication. Intervention After explaining the possible relationship of the symptoms with their medication, patient was derived to the doctor with the referral report completed by SEFAC-eXPERT. Results The patient went to the emergency where she was treated with intravenous corticosteroid and a prescription for cetirizine 10 mg. The dentist changed the beta-lactam to a macrolide (azithromycin) and the ibuprofen to paracetamol. From the FC, the evolution of the symptoms was monitored, which took 72 hours to disappear. Allergy tests suggested avoiding beta-lactams, cephalosporins, and arylpropionics without being conclusive. Months later, the patient suffered similar symptoms after inhaling a disinfectant spray and the allergy diagnosis was confirmed. Conclusions The FC identified and immediately referred using SPIF a case of hypersensitivity in a patient susceptible to RNM and the SPIF helps to record the intervention and follow-up, increasing patient safety.
Collapse
Affiliation(s)
- Lola Parra-Astorgano
- Farmacéutica Comunitaria. Profesora Asociada CC Salud, Facultad de Farmacia, USAL. Miembro del grupo de trabajo en Indicación SEFACEspaña
| |
Collapse
|
32
|
Montero-Gómez A, Sánchez Pozo A. [Selection of pharmacogenomic variants and methodology for their use in community pharmacy]. FARMACEUTICOS COMUNITARIOS 2024; 16:61-82. [PMID: 39439868 PMCID: PMC11491914 DOI: 10.33620/fc.2173-9218.(2024).27] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Accepted: 09/30/2024] [Indexed: 10/25/2024]
Abstract
Regulatory agencies such as the Food and Drug Administration (FDA) and the European Medicines Agency (EMA) recognize pharmacogenetics as a key tool in their pharmacological guidelines for pharmaceutical counseling. In this context, community pharmacies play a crucial role in addressing this healthcare need, which could lead to a significant improvement in patients' quality of life by preventing ineffective or contraindicated treatments.In this work, we conducted a systematic review of the available scientific evidence regarding druggene interactions relevant to community pharmacy. We identified the main genes and polymorphisms associated with treatment response and adverse effects in primary care. Finally, we propose a model for implementing pharmacogenetic services in community pharmacies.
Collapse
Affiliation(s)
- A Montero-Gómez
- Farmacéutica Comunitaria y Máster en Atención Farmacéutica. Granada.España
| | - A Sánchez Pozo
- Catedrático de Bioquímica y Biología Molecular, Facultad de Farmacia, Universidad de Granada.España
| |
Collapse
|
33
|
Zhang XD, Xu XY, Zhong YS, Zhang ZY, Jin LH, Luo JC, Ye F, Ni JH, Chen J, Chen GZ, Qian JC, Liu ZG. New drug combination regimen based on pharmacokinetic characteristics-Erdafitinib combined with sertraline or duloxetine. Biomed Pharmacother 2024; 179:117414. [PMID: 39260324 DOI: 10.1016/j.biopha.2024.117414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 08/28/2024] [Accepted: 09/04/2024] [Indexed: 09/13/2024] Open
Abstract
The aim of this study is to investigate novel strategies for reducing adverse reactions caused by erdafitinib through a drug combination based on its pharmacokinetic characteristics. The spectrum and characterizations of drugs that can inhibit the metabolism of erdafitinib are examined both in vitro and in vivo. The efficacy of combination regimens are then evaluated using subcutaneous xenograft tumor models. The results demonstrated that sertraline and duloxetine, out of more than 100 screened drugs, inhibited the metabolism of erdafitinib through mixed and non-competitive inhibition, respectively. This inhibition primarily occurred via the CYP2C9 and CYP2D6 pathways. The primary alleles of CYP2C9 and CYP2D6 not only determine the metabolic characteristics of erdafitinib but also influence the strength of drug-drug interactions. Co-administration of sertraline or duloxetine with erdafitinib in rats and mice resulted in nearly a three-fold increase in the blood exposure of erdafitinib and its major metabolite M6. When sertraline or duloxetine was combined with 1/3 of the erdafitinib dosage, the anti-proliferative and pro-apoptotic effects on SNU-16 xenografts were comparable to those of the original full dose of erdafitinib. However, the combination regimen significantly mitigated hyperphosphatemia, retinal damage, intestinal villus damage, and gut microbiome dysbiosis. This study utilized pharmacokinetic methods to propose a new formulation of erdafitinib combined with sertraline or duloxetine. The findings suggest that this combination has potential for clinical co-administration based on a database analysis, thereby providing a novel strategy for anti-tumor treatment with fibroblast growth factor receptor (FGFR) inhibitors.
Collapse
Affiliation(s)
- Xiao-Dan Zhang
- Department of Behavioral Medicine, Wenzhou Seventh People's Hospital, Wenzhou, Zhejiang, China; Institute of Molecular Toxicology and Pharmacology, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Xiao-Yu Xu
- Institute of Molecular Toxicology and Pharmacology, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Yun-Shan Zhong
- Institute of Molecular Toxicology and Pharmacology, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Zhe-Yan Zhang
- Institute of Molecular Toxicology and Pharmacology, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Le-Hao Jin
- Institute of Molecular Toxicology and Pharmacology, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Jian-Chao Luo
- Institute of Molecular Toxicology and Pharmacology, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Feng Ye
- Institute of Molecular Toxicology and Pharmacology, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Jin-Huan Ni
- Institute of Molecular Toxicology and Pharmacology, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Jing Chen
- Institute of Molecular Toxicology and Pharmacology, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Gao-Zhi Chen
- Institute of Molecular Toxicology and Pharmacology, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Jian-Chang Qian
- Institute of Molecular Toxicology and Pharmacology, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China.
| | - Zhi-Guo Liu
- Institute of Molecular Toxicology and Pharmacology, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China.
| |
Collapse
|
34
|
Fostvedt L, Liu J, Wang X, Li Y, Johnson J, Wood L, Dowty M, Malhotra B, Valdez H, Nicholas T, Xue W. Meta-Analysis of Noncompartmental Pharmacokinetic Parameters to Evaluate the Impact of CYP2C19 and CYP2C9 Genetic Polymorphisms on Abrocitinib Exposure. Clin Pharmacol Drug Dev 2024; 13:1098-1107. [PMID: 39212958 DOI: 10.1002/cpdd.1465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 08/05/2024] [Indexed: 09/04/2024]
Abstract
Abrocitinib is a selective Janus kinase 1 inhibitor approved for the treatment of atopic dermatitis. It is metabolized primarily by cytochrome P450 (CYP) 2C19 (approximately 53%) and CYP2C9 (approximately 30%), which form 2 active metabolites. The pharmacologic activity of abrocitinib is attributable to the unbound exposures of abrocitinib and those metabolites with active moiety area under the plasma concentration-time curve (AUC) considered the best measure of the total pharmacological effect. The effect of CYP2C19 and/or CYP2C9 genotypes on abrocitinib and active moiety exposures were evaluated using a meta-analysis of the noncompartmental estimates of exposure pooled from 10 clinical studies. A linear mixed-effects model was developed on the basis of the power model to evaluate the effect of CYP2C19 and/or CYP2C9 genotypes on exposure (i.e., abrocitinib AUC and peak plasma concentration, active moiety AUC and peak plasma concentration). The genotypes were evaluated individually and as a combined phenotype effect. When evaluating the poor metabolizers of CYP2C19 or CYP2C9 individually, the estimated increases were 44.9% and 42.0% in active moiety AUC, respectively. The combined phenotype models showed a 0.6% decrease, and 25.1% and 10.5% increases in the active moiety AUC for "elevated," "mixed," and "reduced" metabolizers, respectively. Overall, the active moiety exposures did not appear to be affected to a clinically meaningful extent by different genotypes of CYP2C19 and/or CYP2C9.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Wei Xue
- Clinical Trial Center, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| |
Collapse
|
35
|
Samarasinghe SR, Lee SB, Corpas M, Fatumo S, Guchelaar HJ, Nagaraj SH. Mapping the Pharmacogenetic Landscape in a Ugandan Population: Implications for Personalized Medicine in an Underrepresented Population. Clin Pharmacol Ther 2024; 116:980-995. [PMID: 38837390 DOI: 10.1002/cpt.3309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 04/27/2024] [Indexed: 06/07/2024]
Abstract
Africans are extremely underrepresented in global genomic research. African populations face high burdens of communicable and non-communicable diseases and experience widespread polypharmacy. As population-specific genetic studies are crucial to understanding unique genetic profiles and optimizing treatments to reduce medication-related complications in this diverse population, the present study aims to characterize the pharmacogenomics profile of a rural Ugandan population. We analyzed low-pass whole genome sequencing data from 1998 Ugandans to investigate 18 clinically actionable pharmacogenes in this population. We utilized PyPGx to identify star alleles (haplotype patterns) and compared allele frequencies across populations using the Pharmacogenomics Knowledgebase PharmGKB. Clinical interpretations of the identified alleles were conducted following established dosing guidelines. Over 99% of participants displayed actionable phenotypes across the 18 pharmacogenes, averaging 3.5 actionable genotypes per individual. Several variant alleles known to affect drug metabolism (i.e., CYP3A5*1, CYP2B6*9, CYP3A5*6, CYP2D6*17, CYP2D6*29, and TMPT*3C)-which are generally more prevalent in African individuals-were notably enriched in the Ugandan cohort, beyond reported frequencies in other African peoples. More than half of the cohort exhibited a predicted impaired drug response associated with CFTR, IFNL3, CYP2B6, and CYP2C19, and approximately 31% predicted altered CYP2D6 metabolism. Potentially impaired CYP2C9, SLCO1B1, TPMT, and DPYD metabolic phenotypes were also enriched in Ugandans compared with other African populations. Ugandans exhibit distinct allele profiles that could impact drug efficacy and safety. Our findings have important implications for pharmacogenomics in Uganda, particularly with respect to the treatment of prevalent communicable and non-communicable diseases, and they emphasize the potential of pharmacogenomics-guided therapies to optimize healthcare outcomes and precision medicine in Uganda.
Collapse
Affiliation(s)
- Sumudu Rangika Samarasinghe
- Centre for Genomics and Personalised Health, Queensland University of Technology, Brisbane, Queensland, Australia
| | | | - Manuel Corpas
- College of Liberal Arts and Sciences, University of Westminster, London, UK
| | - Segun Fatumo
- Department of Non-communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
- Precision Healthcare University Research Institute, Queen Mary University of London, London, UK
| | - Henk-Jan Guchelaar
- Department of Clinical Pharmacy and Toxicology, Leiden University Medical Center, Leiden, The Netherlands
| | - Shivashankar H Nagaraj
- Centre for Genomics and Personalised Health, Queensland University of Technology, Brisbane, Queensland, Australia
- Translational Research Institute, Queensland University of Technology, Brisbane, Queensland, Australia
| |
Collapse
|
36
|
Rodríguez-Lopez A, Ochoa D, Soria-Chacartegui P, Martín-Vilchez S, Navares-Gómez M, González-Iglesias E, Luquero-Bueno S, Román M, Mejía-Abril G, Abad-Santos F. An Investigational Study on the Role of CYP2D6, CYP3A4 and UGTs Genetic Variation on Fesoterodine Pharmacokinetics in Young Healthy Volunteers. Pharmaceuticals (Basel) 2024; 17:1236. [PMID: 39338398 PMCID: PMC11435314 DOI: 10.3390/ph17091236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Revised: 09/12/2024] [Accepted: 09/17/2024] [Indexed: 09/30/2024] Open
Abstract
Introduction: Fesoterodine is one of the most widely used antimuscarinic drugs to treat an overactive bladder. Fesoterodine is extensively hydrolyzed by esterases to 5-hydroxymethyl tolterodine (5-HMT), the major active metabolite. CYP2D6 and CYP3A4 mainly metabolize 5-HMT and are, therefore, the primary pharmacogenetic candidate biomarkers. Materials and Methods: This is a candidate gene study designed to investigate the effects of 120 polymorphisms in 33 genes (including the CYP, COMT, UGT, NAT2, and CES enzymes, ABC and SLC transporters, and 5-HT receptors) on fesoterodine pharmacokinetics and their safety in 39 healthy volunteers from three bioequivalence trials. Results: An association between 5-HMT exposure (dose/weight corrected area under the curve (AUC/DW) and dose/weight corrected maximum plasma concentration (Cmax/DW)), elimination (terminal half-life (T1/2) and the total drug clearance adjusted for bioavailability (Cl/F)), and CYP2D6 activity was observed. Poor/intermediate metabolizers (PMs/IMs) had higher 5-HMT AUC/DW (1.5-fold) and Cmax/DW (1.4-fold) values than the normal metabolizers (NMs); in addition, the normal metabolizers (NMs) had higher 5-HMT AUC/DW (1.7-fold) and Cmax/DW (1.3-fold) values than the ultrarapid metabolizers (UMs). Lower 5-HMT exposure and higher T1/2 were observed for the CYP3A4 IMs compared to the NMs, contrary to our expectations. Conclusions: CYP2D6 might have a more important role than CYP3A4 in fesoterodine pharmacokinetics, and its phenotype might be a better predictor of variation in its pharmacokinetics. An association was observed between different genetic variants of different genes of the UGT family and AUC, Cmax, and CL/F of 5-HMT, which should be confirmed in other studies.
Collapse
Affiliation(s)
- Andrea Rodríguez-Lopez
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP), 28006 Madrid, Spain
| | - Dolores Ochoa
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP), 28006 Madrid, Spain
| | - Paula Soria-Chacartegui
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP), 28006 Madrid, Spain
| | - Samuel Martín-Vilchez
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP), 28006 Madrid, Spain
| | - Marcos Navares-Gómez
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP), 28006 Madrid, Spain
| | - Eva González-Iglesias
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP), 28006 Madrid, Spain
| | - Sergio Luquero-Bueno
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP), 28006 Madrid, Spain
| | - Manuel Román
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP), 28006 Madrid, Spain
| | - Gina Mejía-Abril
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP), 28006 Madrid, Spain
| | - Francisco Abad-Santos
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Faculty of Medicine, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP), 28006 Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28029 Madrid, Spain
| |
Collapse
|
37
|
Hernandez F, Chavez H, Goemans SL, Kirakosyan Y, Luevano CD, Canfield D, Laurent LC, Jacobs M, Woelkers D, Tarsa M, Gyamfi-Bannerman C, Fisch KM. Aspirin resistance in pregnancy is associated with reduced interleukin-2 (IL-2) concentrations in maternal serum: Implications for aspirin prophylaxis for preeclampsia. Pregnancy Hypertens 2024; 37:101131. [PMID: 38851168 PMCID: PMC11610477 DOI: 10.1016/j.preghy.2024.101131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 04/19/2024] [Accepted: 05/30/2024] [Indexed: 06/10/2024]
Abstract
OBJECTIVES To evaluate the impact of aspirin resistance on the incidence of preeclampsia and maternal serum biomarker levels in pregnant individuals at high-risk of preeclampsia receiving low dose aspirin (LDA). STUDY DESIGN We performed a secondary analysis of a randomized, placebo-controlled trial of LDA (60 mg daily) for preeclampsia prevention in high-risk individuals (N = 524) on pregnancy outcomes and concentrations of PLGF, IL-2, IL-6, thromboxane B2 (TXB2), sTNF-R1 and sTNF-R2 from maternal serum. MAIN OUTCOME MEASURES LDA-resistant individuals were defined as those having a TXB2 concentration >10 ng/ml or <75 % reduction in concentration at 24-28 weeks after LDA administration. Comparisons of outcomes were performed using a Fisher's Exact Test. Mean concentrations of maternal serum biomarkers were compared using a Student's t-test. Pearson correlation was calculated for all pairwise biomarkers. Longitudinal analysis across gestation was performed using linear mixed-effects models accounting for repeated measures and including BMI and maternal age as covariates. RESULTS We classified 60/271 (22.1 %) individuals as LDA-resistant, 179/271 (66.1 %) as LDA-sensitive, and 32/271 (11.8 %) as non-adherent. The prevalence of preeclampsia was not significantly different between the LDA and placebo groups (OR = 1.43 (0.99-2.28), p-value = 0.12) nor between LDA-sensitive and LDA-resistant individuals (OR = 1.27 (0.61-2.8), p-value = 0.60). Mean maternal serum IL-2 concentrations were significantly lower in LDA-resistant individuals relative to LDA-sensitive individuals (FDR < 0.05). CONCLUSIONS These results suggest a potential role for IL-2 in the development of preeclampsia modulated by an individuals' response to aspirin, presenting an opportunity to optimize aspirin prophylaxis on an individual level to reduce the incidence of preeclampsia.
Collapse
Affiliation(s)
- Fernando Hernandez
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Diego, La Jolla, CA, USA
| | - Hector Chavez
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Diego, La Jolla, CA, USA
| | - Sophie L Goemans
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Diego, La Jolla, CA, USA
| | - Yeva Kirakosyan
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Diego, La Jolla, CA, USA
| | - Carolina Diaz Luevano
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Diego, La Jolla, CA, USA
| | - Dana Canfield
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Diego, La Jolla, CA, USA
| | - Louise C Laurent
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Diego, La Jolla, CA, USA
| | - Marni Jacobs
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Diego, La Jolla, CA, USA
| | - Doug Woelkers
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Diego, La Jolla, CA, USA
| | - Maryam Tarsa
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Diego, La Jolla, CA, USA
| | - Cynthia Gyamfi-Bannerman
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Diego, La Jolla, CA, USA
| | - Kathleen M Fisch
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Diego, La Jolla, CA, USA.
| |
Collapse
|
38
|
Johnson L, Youssef E, O'Shea J, Thornley T, Gallagher J, Ledwidge M, Ryan C. Estimating the prevalence of potential and actionable drug-gene interactions in Irish primary care: A cross-sectional study. Br J Clin Pharmacol 2024; 90:2280-2298. [PMID: 38864275 DOI: 10.1111/bcp.16122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 04/03/2024] [Accepted: 04/13/2024] [Indexed: 06/13/2024] Open
Abstract
AIMS Pharmacogenetics (PGx) is increasingly recognized as a strategy for medicines optimisation and prevention of adverse drug reactions. According to guidelines produced by the Clinical Pharmacogenetics Implementation Consortium (CPIC) and the Dutch Pharmacogenetic Working Group (DPWG), most medicines with drug-gene interactions (DGIs) are prescribed in primary care. This study aimed to estimate the prevalence of potential and actionable DGIs involving all medicines dispensed in Irish primary care. METHODS Dispensings of 46 drugs to General Medical Services (GMS) patients in the Health Service Executive Primary Care Reimbursement Service Irish pharmacy claims database from 01 January 2021 to 31 December 2021 were analysed to estimate the national prevalence of total dispensings and incidence of first-time dispensings of drugs with potential DGIs according to the CPIC and/or DPWG guidelines. Phenotype frequency data from the UK Biobank and the CPIC were used to estimate the incidence of actionable DGIs. RESULTS One in five dispensings (12 443 637 of 62 754 498, 19.8%) were medicines with potential DGIs, 1 878 255 of these dispensed for the first time. On application of phenotype frequencies and linked guideline based therapeutic recommendations, 2 349 055 potential DGIs (18.9%) required action, such as monitoring and guarding against maximum dose, drug or dose change. One in five (369 700, 19.7%) first-time dispensings required action, with 139 169 (7.4%) requiring a change in prescribing. Antidepressants, weak opioids and statins were most commonly identified as having actionable DGIs. CONCLUSIONS This study estimated a high prevalence of DGIs in primary care in Ireland, identifying the need and opportunity to optimize drug therapy through PGx testing.
Collapse
Affiliation(s)
- L Johnson
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Dublin, Ireland
| | - E Youssef
- Faculty of Health, Science, Social Care & Education, Kingston University, London, UK
| | - J O'Shea
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Dublin, Ireland
| | - T Thornley
- School of Pharmacy, University of Nottingham, Nottingham, UK
| | - J Gallagher
- School of Medicine, University College Dublin, Dublin, Ireland
| | - M Ledwidge
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
| | - C Ryan
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Dublin, Ireland
| |
Collapse
|
39
|
Hernandez S, Hindorff LA, Morales J, Ramos EM, Manolio TA. Patterns of pharmacogenetic variation in nine biogeographic groups. Clin Transl Sci 2024; 17:e70017. [PMID: 39206687 PMCID: PMC11358764 DOI: 10.1111/cts.70017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 08/02/2024] [Accepted: 08/10/2024] [Indexed: 09/04/2024] Open
Abstract
Frequencies of pharmacogenetic (PGx) variants are known to differ substantially across populations but much of the available PGx literature focuses on one or a few population groups, often defined in nonstandardized ways, or on a specific gene or variant. Guidelines produced by the Clinical Pharmacogenetic Implementation Consortium (CPIC) provide consistent methods of literature extraction, curation, and reporting, including comprehensive curation of allele frequency data across nine defined "biogeographic groups" from the PGx literature. We extracted data from 23 CPIC guidelines encompassing 19 genes to compare the sizes of the populations from each group and allele frequencies of altered function alleles across groups. The European group was the largest in the curated literature for 16 of the 19 genes, while the American and Oceanian groups were the smallest. Nearly 200 alleles were detected in nonreference groups that were not reported in the largest (reference) group. The genes CYP2B6 and CYP2C9 were more likely to have higher frequencies of altered function alleles in nonreference groups compared to the reference group, while the genes CYP4F2, DPYD, SLCO1B1, and UGT1A1 were less likely to have higher frequencies in nonreference groups. PGx allele frequencies and function differ substantially across nine biogeographic groups, all but two of which are underrepresented in available PGx data. Awareness of these differences and increased efforts to characterize the breadth of global PGx variation are needed to ensure that implementation of PGx-guided drug selection does not further widen existing health disparities among populations currently underrepresented in PGx data.
Collapse
Affiliation(s)
- Sophia Hernandez
- National Human Genome Research InstituteNational Institutes of HealthBethesdaMarylandUSA
| | - Lucia A. Hindorff
- National Human Genome Research InstituteNational Institutes of HealthBethesdaMarylandUSA
| | - Joannella Morales
- National Human Genome Research InstituteNational Institutes of HealthBethesdaMarylandUSA
| | - Erin M. Ramos
- National Human Genome Research InstituteNational Institutes of HealthBethesdaMarylandUSA
| | - Teri A. Manolio
- National Human Genome Research InstituteNational Institutes of HealthBethesdaMarylandUSA
| |
Collapse
|
40
|
Forgerini M, Zanelli CF, Valentini SR, Mastroianni PDC. Influence of IL-β, IL-1RN, and TNF-α variants on the risk of acetylsalicylic acid-induced upper gastrointestinal bleeding: a case-control study. EINSTEIN-SAO PAULO 2024; 22:eAO0746. [PMID: 39194098 DOI: 10.31744/einstein_journal/2024ao0746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 02/05/2024] [Indexed: 08/29/2024] Open
Abstract
OBJECTIVE Forgerini et al. investigated the role of seven genetic variants in the risk of upper gastrointestinal bleeding as an adverse drug reaction. In 289 participants (50 cases and 189 controls), the presence of seven variants in the IL-1β, IL-1RN, and TNF-α genes was not associated with susceptibility to acetylsalicylic acid-induced upper gastrointestinal bleeding. The use of acetylsalicylic acid, even in low doses, may be associated with the onset of upper gastrointestinal bleeding as an idiosyncratic response. Considering the role of the genetic background in inter-individual responses to pharmacotherapy, we aimed to investigate the role of seven variants in the TNF-α, IL-β, and IL-1RN genes in association with the risk of upper gastrointestinal bleeding in users of low-dose acetylsalicylic acid for the prevention of cardiovascular events. METHODS A case-control study was conducted in a Brazilian hospital complex. The Case Group comprised patients diagnosed with upper gastrointestinal bleeding who were administered a low dose of acetylsalicylic acid (n=50). Two Control Groups were recruited: 1) low-dose acetylsalicylic acid users without gastrointestinal complaints and under the supervision of a cardiologist (n=50) and 2) healthy controls (n=189). Sociodemographic, clinical, pharmacotherapeutic, and lifestyle data were recorded through face-to-face interviews. Genomic DNA from all participants was genotyped for rs16944 and rs1143634 (IL-β gene), rs4251961 (IL-1RN gene), and rs1799964, rs1799724, rs361525, and rs1800629 (TNF-α gene). RESULTS No significant difference was noted in the genotypic frequencies of TNF-α, IL-β, and IL-1RN variants between the Case and Control Groups of low-dose acetylsalicylic acid users (p>0.05). The frequency of rs1800629 genotypes (TNF-α gene) differed significantly between the Case Group and healthy controls (p=0.003). None of the evaluated variants were associated with a risk of upper gastrointestinal bleeding. CONCLUSION This study aimed to explore pharmacogenomics biomarkers in low-dose acetylsalicylic acid users. Our data suggest that the presence of IL-1β, IL-1RN, and TNF-α variants was not associated with an increased risk of upper gastrointestinal bleeding.
Collapse
Affiliation(s)
- Marcela Forgerini
- Faculdade de Ciências Farmacêuticas, Universidade Estadual Paulista "Júlio de Mesquita Filho", Araraquara, SP, Brazil
| | - Cleslei Fernando Zanelli
- Faculdade de Ciências Farmacêuticas, Universidade Estadual Paulista "Júlio de Mesquita Filho", Araraquara, SP, Brazil
| | - Sandro Roberto Valentini
- Faculdade de Ciências Farmacêuticas, Universidade Estadual Paulista "Júlio de Mesquita Filho", Araraquara, SP, Brazil
| | | |
Collapse
|
41
|
Su D, Li Q, Lai X, Song Y, Li H, Ai Z, Zhang Q, Shao W, Yang M, Zhu G. Sargassum pallidum reduces inflammation to exert antidepressant effect by regulating intestinal microbiome and ERK1/2/P38 signaling pathway. Front Pharmacol 2024; 15:1424834. [PMID: 39092228 PMCID: PMC11291328 DOI: 10.3389/fphar.2024.1424834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Accepted: 06/25/2024] [Indexed: 08/04/2024] Open
Abstract
Immune inflammation is one of the main factors in the pathogenesis of depression. It is an effective and active way to find more safe and effective anti-inflammatory depressant drugs from plant drugs. The purpose of this study is to explore the potential of marine plant Sargassum pallidum (Turn).C.Ag. (Haihaozi, HHZ) in the prevention and treatment of depression and to explain the related mechanism. Phytochemical analysis showed that alkaloids, terpenes, and organic acids are the main constituents. In vitro and in vivo activity studies showed the anti-neuroinflammatory and antidepressant effect of Sargassum pallidum, furthermore, confirmed that 7-Hydroxycoumarin, Scoparone, and Kaurenoic Acid are important plant metabolites in Sargasum pallidum for anti-neuroinflammation. Mechanism exploration showed that inhibition of ERK1/2/p38 inflammatory signaling pathway contributing to the antidepressant effect of Sargassum pallidum in reducing intestinal inflammatory levels. This study confirmed the value of Sargassum pallidum and its rich plant metabolites in anti-inflammatory depression, providing a new choice for the follow-up research and development of antidepressant drugs.
Collapse
Affiliation(s)
- Dan Su
- Key Laboratory of Evaluation of Traditional Chinese Medicine Efficcacy (Prevention and Treatment of Brain Disease with Mental Disorders), Key Laboratory of Depression Animal Model Based on TCM Syndrome, Jiangxi Administration of Traditional Chinese Medicine, Jiangxi University of Chinese Medicine, Nanchang, China
| | - Qianmin Li
- Key Laboratory of Evaluation of Traditional Chinese Medicine Efficcacy (Prevention and Treatment of Brain Disease with Mental Disorders), Key Laboratory of Depression Animal Model Based on TCM Syndrome, Jiangxi Administration of Traditional Chinese Medicine, Jiangxi University of Chinese Medicine, Nanchang, China
| | - Xin Lai
- Key Laboratory of Evaluation of Traditional Chinese Medicine Efficcacy (Prevention and Treatment of Brain Disease with Mental Disorders), Key Laboratory of Depression Animal Model Based on TCM Syndrome, Jiangxi Administration of Traditional Chinese Medicine, Jiangxi University of Chinese Medicine, Nanchang, China
| | - Yonggui Song
- Key Laboratory of Evaluation of Traditional Chinese Medicine Efficcacy (Prevention and Treatment of Brain Disease with Mental Disorders), Key Laboratory of Depression Animal Model Based on TCM Syndrome, Jiangxi Administration of Traditional Chinese Medicine, Jiangxi University of Chinese Medicine, Nanchang, China
| | - Huizhen Li
- Key Laboratory of Evaluation of Traditional Chinese Medicine Efficcacy (Prevention and Treatment of Brain Disease with Mental Disorders), Key Laboratory of Depression Animal Model Based on TCM Syndrome, Jiangxi Administration of Traditional Chinese Medicine, Jiangxi University of Chinese Medicine, Nanchang, China
| | - Zhifu Ai
- Key Laboratory of Evaluation of Traditional Chinese Medicine Efficcacy (Prevention and Treatment of Brain Disease with Mental Disorders), Key Laboratory of Depression Animal Model Based on TCM Syndrome, Jiangxi Administration of Traditional Chinese Medicine, Jiangxi University of Chinese Medicine, Nanchang, China
| | - Qi Zhang
- Key Laboratory of Evaluation of Traditional Chinese Medicine Efficcacy (Prevention and Treatment of Brain Disease with Mental Disorders), Key Laboratory of Depression Animal Model Based on TCM Syndrome, Jiangxi Administration of Traditional Chinese Medicine, Jiangxi University of Chinese Medicine, Nanchang, China
| | - Wenxiang Shao
- Key Laboratory of Evaluation of Traditional Chinese Medicine Efficcacy (Prevention and Treatment of Brain Disease with Mental Disorders), Key Laboratory of Depression Animal Model Based on TCM Syndrome, Jiangxi Administration of Traditional Chinese Medicine, Jiangxi University of Chinese Medicine, Nanchang, China
| | - Ming Yang
- Key Laboratory of Evaluation of Traditional Chinese Medicine Efficcacy (Prevention and Treatment of Brain Disease with Mental Disorders), Key Laboratory of Depression Animal Model Based on TCM Syndrome, Jiangxi Administration of Traditional Chinese Medicine, Jiangxi University of Chinese Medicine, Nanchang, China
- Jiangxi Guxiang Jinyun Comprehensive Health Industry Co. Ltd., Nanchang, China
| | - Genhua Zhu
- Key Laboratory of Evaluation of Traditional Chinese Medicine Efficcacy (Prevention and Treatment of Brain Disease with Mental Disorders), Key Laboratory of Depression Animal Model Based on TCM Syndrome, Jiangxi Administration of Traditional Chinese Medicine, Jiangxi University of Chinese Medicine, Nanchang, China
| |
Collapse
|
42
|
Jadhav GR, Fasinu PS. Metabolic characterization of the new benzimidazole synthetic opioids - nitazenes. Front Pharmacol 2024; 15:1434573. [PMID: 39092223 PMCID: PMC11291330 DOI: 10.3389/fphar.2024.1434573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Accepted: 06/19/2024] [Indexed: 08/04/2024] Open
Abstract
The recent re-emergence and the increasing popularity of nitazenes, a group of new synthetic opioids (NSO) that belong to the benzimidazole chemical class, has raised public health concerns. As a class of potential opioid analgesic agents whose development was discontinued in the 1960s due to their high potential for abuse, very little is known about their metabolism and physiologic disposition. In the current study, three nitazenes-butonitazene, isotonitazene and protonitaze were incubated in human liver microsomes (HLM), human S9 (HS9) fractions and recombinant cytochrome P450 enzymes. All three nitazenes were rapidly metabolized in both HLM and HS9 with over 95% depletion within 60 min. In HLM, butonitazene, isotonitazene and protonitazene had in vitro intrinsic clearance (CLint) (µL/min/mg protein) values of 309, 221 and 216 respectively compared to 150 of verapamil, the positive control. In HS9, CLint values were 217, 139, and 150 for butonitazene, isotonitazene and protonitazene respectively compared to only 35 for testosterone, the control probe substrate. Putative metabolite identified from this study include products of hydroxylation, desethylation, dealkylation, desethylation followed by dealkylation, and desethylation followed by hydroxylation. The metabolic phenotyping showed CYP2D6, CYP2B6 and CYP2C8 and the major hepatic enzymes responsible for the metabolism of nitazenes. Within 30 min of incubation, CYP2D6 depleted butonitazene (99%), isotonitazene (72%) and butonitazene (100%) significantly. The rapid metabolism of nitazenes may be an important factor in accurate and timely detections and quantitation of the unchanged drugs in human matrices following intoxication or in forensic analysis. The involvement of multiple polymorphic CYPs in their metabolism may play important roles in the susceptibility to intoxication and/or addiction, depending on the activity of the metabolites.
Collapse
Affiliation(s)
| | - Pius S. Fasinu
- Department of Pharmacology and Toxicology, Heersink School of Medicine, The University of Alabama at Birmingham, Birmingham, AL, United States
| |
Collapse
|
43
|
Liu Y, Yang C, Zhang J, Ihsan A, Ares I, Martínez M, Lopez-Torres B, Martínez-Larrañaga MR, Wang X, Anadón A, Martínez MA. Recent progress in adverse events of carboxylic acid non-steroidal anti-inflammatory drugs (CBA-NSAIDs) and their association with the metabolism: the consequences on mitochondrial dysfunction and oxidative stress, and prevention with natural plant extracts. Expert Opin Drug Metab Toxicol 2024:1-21. [PMID: 38980754 DOI: 10.1080/17425255.2024.2378885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 07/08/2024] [Indexed: 07/11/2024]
Abstract
INTRODUCTION Carboxylic acid non-steroidal anti-inflammatory drugs (CBA-NSAIDs) are extensively used worldwide due to their antipyretic, analgesic, and anti-inflammatory effects. CBA-NSAIDs have reasonable margin of safety at therapeutic doses, and in the current climate, do not possess addiction potential like opioid drugs. Studies have revealed that various adverse events of CBA-NSAIDs are related mitochondrial dysfunction and oxidative stress. AREAS COVERED This review article summarizes adverse events induced by CBA-NSAIDs, mechanisms of mitochondrial damage, oxidative stress, and metabolic interactions. Meanwhile, this review discusses the treatment and prevention of CBA-NSAIDs damage by natural plant extracts based on antioxidant effects. EXPERT OPINION CBA-NSAIDs can induce reactive oxygen species (ROS) production, mediate DNA, protein and lipid damage, lead to imbalance of cell antioxidant status, change of mitochondrial membrane potential, activate oxidative stress signal pathway, thus leading to oxidative stress and cell damage. Adverse events caused by CBA-NSAIDs often exhibit dose and time dependence. In order to avoid adverse events caused by CBA-NSAIDs, it is necessary to provide detailed patient consultation and eliminate influencing factors. Moreover, constructive research studies on the organ-specific toxicity and mechanism of natural plant extracts in preventing and treating metabolic abnormalities of CBA-NSAIDs, will provide important value for warning and guidance for use of CBA-NSAIDs.
Collapse
Affiliation(s)
- Yanan Liu
- National Reference Laboratory of Veterinary Drug Residues (HZAU) and MAO Key Laboratory for Detection of Veterinary Drug Residues, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Chao Yang
- National Reference Laboratory of Veterinary Drug Residues (HZAU) and MAO Key Laboratory for Detection of Veterinary Drug Residues, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Jieying Zhang
- MAO Laboratory for Risk Assessment of Quality and Safety of Livestock and Poultry Products, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Awais Ihsan
- Department of Biosciences, COMSATS University Islamabad, Sahiwal Campus, Islamabad, Pakistan
| | - Irma Ares
- Department of Pharmacology and Toxicology, Faculty of Veterinary Medicine, Universidad Complutense de Madrid (UCM), and Research Institute Hospital 12 de Octubre (i+12), Madrid, Spain
| | - Marta Martínez
- Department of Pharmacology and Toxicology, Faculty of Veterinary Medicine, Universidad Complutense de Madrid (UCM), and Research Institute Hospital 12 de Octubre (i+12), Madrid, Spain
| | - Bernardo Lopez-Torres
- Department of Pharmacology and Toxicology, Faculty of Veterinary Medicine, Universidad Complutense de Madrid (UCM), and Research Institute Hospital 12 de Octubre (i+12), Madrid, Spain
| | - María-Rosa Martínez-Larrañaga
- Department of Pharmacology and Toxicology, Faculty of Veterinary Medicine, Universidad Complutense de Madrid (UCM), and Research Institute Hospital 12 de Octubre (i+12), Madrid, Spain
| | - Xu Wang
- National Reference Laboratory of Veterinary Drug Residues (HZAU) and MAO Key Laboratory for Detection of Veterinary Drug Residues, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Arturo Anadón
- Department of Pharmacology and Toxicology, Faculty of Veterinary Medicine, Universidad Complutense de Madrid (UCM), and Research Institute Hospital 12 de Octubre (i+12), Madrid, Spain
| | - María-Aránzazu Martínez
- Department of Pharmacology and Toxicology, Faculty of Veterinary Medicine, Universidad Complutense de Madrid (UCM), and Research Institute Hospital 12 de Octubre (i+12), Madrid, Spain
| |
Collapse
|
44
|
Bliźniak F, Chęciński M, Chęcińska K, Lubecka K, Kamińska M, Szuta M, Chlubek D, Sikora M. Non-Steroidal Anti-Inflammatory Drugs Administered Intra-Articularly in Temporomandibular Joint Disorders: A Systematic Review and Meta-Analysis. J Clin Med 2024; 13:4056. [PMID: 39064095 PMCID: PMC11278433 DOI: 10.3390/jcm13144056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Revised: 07/04/2024] [Accepted: 07/09/2024] [Indexed: 07/28/2024] Open
Abstract
Objectives: This systematic review was designed to summarize randomized controlled trials of intra-articular administration of non-steroidal anti-inflammatory drugs (NSAIDs) for temporomandibular disorders. Methods: Randomized controlled trials regarding intra-articular injections of non-steroidal anti-inflammatory drugs for temporomandibular disorders were included in the review. The final search was conducted on 16 June 2024 in the Bielefeld Academic Search Engine, PubMed, and Scopus databases. Results: Of the 173 identified studies, 6 were eligible for review. In trials comparing arthrocentesis alone to arthrocentesis with NSAIDs, slight differences in joint pain were noted. For tenoxicam, differences were under 1 point on a 0-10 scale after 4 weeks, with inconsistent results. Piroxicam showed no significant difference, and pain levels were minimal in both groups. For maximum mouth opening (MMO), tenoxicam showed no significant difference. Piroxicam increased MMO by nearly 5 mm, based on one small trial with bias concerns. Conclusions: Currently, there is no strong scientific evidence supporting the injection of NSAIDs into the temporomandibular joint to relieve pain or increase jaw movement. Preliminary reports on piroxicam with arthrocentesis and tenoxicam or diclofenac without rinsing justify further research.
Collapse
Affiliation(s)
- Filip Bliźniak
- Department of Oral Surgery, Preventive Medicine Center, Komorowskiego 12, 30-106 Kraków, Poland; (F.B.); (M.C.); (K.L.)
| | - Maciej Chęciński
- Department of Oral Surgery, Preventive Medicine Center, Komorowskiego 12, 30-106 Kraków, Poland; (F.B.); (M.C.); (K.L.)
| | - Kamila Chęcińska
- Department of Glass Technology and Amorphous Coatings, Faculty of Materials Science and Ceramics, AGH University of Science and Technology, Mickiewicza 30, 30-059 Kraków, Poland;
| | - Karolina Lubecka
- Department of Oral Surgery, Preventive Medicine Center, Komorowskiego 12, 30-106 Kraków, Poland; (F.B.); (M.C.); (K.L.)
| | - Monika Kamińska
- Provincial Hospital in Kielce, ul. Grunwaldzka 45, 25-736 Kielce, Poland;
| | - Mariusz Szuta
- Department of Oral Surgery, Medical College, Jagiellonian University, Montelupich 4, 31-155 Kraków, Poland;
| | - Dariusz Chlubek
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University, Powstańców Wielkopolskich 72, 70-111 Szczecin, Poland;
| | - Maciej Sikora
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University, Powstańców Wielkopolskich 72, 70-111 Szczecin, Poland;
- Department of Maxillofacial Surgery, Hospital of the Ministry of Interior, Wojska Polskiego 51, 25-375 Kielce, Poland
| |
Collapse
|
45
|
Rao JS, Tangarife MA, Mukunda R. Neurobiological alteration in agitation in Alzheimer's disease and possible interventions. Front Psychiatry 2024; 15:1412901. [PMID: 39071227 PMCID: PMC11273070 DOI: 10.3389/fpsyt.2024.1412901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Accepted: 06/21/2024] [Indexed: 07/30/2024] Open
Affiliation(s)
- Jagadeesh S. Rao
- Science Department, India Globalization Capital (IGC) Pharma, Potomac, MD, United States
| | | | | |
Collapse
|
46
|
Böhm R, Bruckmueller H, Oswald S, Hübenthal M, Kaehler M, Ehmke L, Höcker J, Siegmund W, Franke A, Cascorbi I. Phenotype-Genotype Correlation Applying a Cocktail Approach and an Exome Chip Analysis Reveals Further Variants Contributing to Variation of Drug Metabolism. Clin Pharmacol Ther 2024; 116:204-216. [PMID: 38637968 DOI: 10.1002/cpt.3270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 03/31/2024] [Indexed: 04/20/2024]
Abstract
Although great progress has been made in the fine-tuning of diplotypes, there is still a need to further improve the predictability of individual phenotypes of pharmacogenetically relevant enzymes. The aim of this study was to analyze the additional contribution of sex and variants identified by exome chip analysis to the metabolic ratio of five probe drugs. A cocktail study applying dextromethorphan, losartan, omeprazole, midazolam, and caffeine was conducted on 200 healthy volunteers. CYP2D6, 2C9, 2C19, 3A4/5, and 1A2 genotypes were analyzed and correlated with metabolic ratios. In addition, an exome chip analysis was performed. These SNPs correlating with metabolic ratios were confirmed by individual genotyping. The contribution of various factors to metabolic ratios was assessed by multiple regression analysis. Genotypically predicted phenotypes defined by CPIC discriminated very well the log metabolic ratios with the exception of caffeine. There were minor sex differences in the activity of CYP2C9, 2C19, 1A2, and CYP3A4/5. For dextromethorphan (CYP2D6), IP6K2 (rs61740999) and TCF20 (rs5758651) affected metabolic ratios, but only IP6K2 remained significant after multiple regression analysis. For losartan (CYP2C9), FBXW12 (rs17080138), ZNF703 (rs79707182), and SLC17A4 (rs11754288) together with CYP diplotypes, and sex explained 50% of interindividual variability. For omeprazole (CYP2C19), no significant influence of CYP2C:TG haplotypes was observed, but CYP2C19 rs12777823 improved the predictability. The comprehensive genetic analysis and inclusion of sex in a multiple regression model significantly improved the explanation of variability of metabolic ratios, resulting in further improvement of algorithms for the prediction of individual phenotypes of drug-metabolizing enzymes.
Collapse
Affiliation(s)
- Ruwen Böhm
- Institute of Experimental and Clinical Pharmacology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Henrike Bruckmueller
- Institute of Experimental and Clinical Pharmacology, University Hospital Schleswig-Holstein, Kiel, Germany
- Department of Pharmacy, UiT The Arctic University of Norway, Tromsø, Norway
| | - Stefan Oswald
- Institute of Pharmacology and Toxicology, Rostock University Medical Center, Rostock, Germany
| | - Matthias Hübenthal
- Department of Dermatology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Meike Kaehler
- Institute of Experimental and Clinical Pharmacology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Lena Ehmke
- Institute of Experimental and Clinical Pharmacology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Jan Höcker
- Department of Anesthesiology, Surgical Intensive Care and Palliative Medicine, Friedrich-Ebert-Krankenhaus, Neumünster, Germany
| | - Werner Siegmund
- Department of Clinical Pharmacology, University Hospital Greifswald, Greifswald, Germany
| | - Andre Franke
- Institute of Clinical Molecular Biology, Kiel University, Kiel, Germany
| | - Ingolf Cascorbi
- Institute of Experimental and Clinical Pharmacology, University Hospital Schleswig-Holstein, Kiel, Germany
| |
Collapse
|
47
|
Haddad A, Radhakrishnan A, McGee S, Smith JD, Karnes JH, Venner E, Wheeler MM, Patterson K, Walker K, Kalra D, Kalla SE, Wang Q, Gibbs RA, Jarvik GP, Sanchez J, Musick A, Ramirez AH, Denny JC, Empey PE. Frequency of pharmacogenomic variation and medication exposures among All of Us Participants. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.06.12.24304664. [PMID: 38946996 PMCID: PMC11213053 DOI: 10.1101/2024.06.12.24304664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
Pharmacogenomics promises improved outcomes through individualized prescribing. However, the lack of diversity in studies impedes clinical translation and equitable application of precision medicine. We evaluated the frequencies of PGx variants, predicted phenotypes, and medication exposures using whole genome sequencing and EHR data from nearly 100k diverse All of Us Research Program participants. We report 100% of participants carried at least one pharmacogenomics variant and nearly all (99.13%) had a predicted phenotype with prescribing recommendations. Clinical impact was high with over 20% having both an actionable phenotype and a prior exposure to an impacted medication with pharmacogenomic prescribing guidance. Importantly, we also report hundreds of alleles and predicted phenotypes that deviate from known frequencies and/or were previously unreported, including within admixed American and African ancestry groups.
Collapse
|
48
|
Balevic SJ, Weiner D, Hornik CP, Cohen-Wolkowiez M, Gonzalez D, Wang X, Xu M, Abdel-Rahman SZ, Rytting E. Indomethacin Pharmacokinetics and Pharmacodynamics in Pregnancies With Preterm Labor: The Need for Dose-Ranging Trials. J Clin Pharmacol 2024; 64:728-736. [PMID: 38315120 PMCID: PMC11129938 DOI: 10.1002/jcph.2412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Accepted: 01/10/2024] [Indexed: 02/07/2024]
Abstract
The use of indomethacin to delay delivery in preterm labor (PTL) is widely accepted; however, the optimal dosage of indomethacin in pregnancy is unknown. Here, we perform population pharmacokinetic (PK) and pharmacodynamic (PD) analyses, characterize the plasma disposition of indomethacin in pregnant women with PTL, and relate indomethacin exposure to delayed delivery and maternal/neonatal safety. We analyzed plasma and urine samples collected from a multicenter, prospective, opportunistic PK/PD study of indomethacin in pregnant women 12-32 weeks gestation admitted with PTL. Ninety-four participants with 639 plasma concentrations for indomethacin were included in the analysis. The final population PK (popPK) model for indomethacin was a 2-compartment structural model with first-order absorption and elimination and a covariate effect of body mass index on apparent oral clearance. We observed a 21%-60% increase in apparent oral clearance observed during pregnancy. There was no clear association between indomethacin exposure and maternal or neonatal safety outcomes, or with the magnitude of delayed delivery; however, 96.7% of women treated with indomethacin had a delivery that was delayed at least 48 hours. Given the changes to indomethacin apparent oral clearance during pregnancy, and the lack of relationship between indomethacin exposure and safety, dose-finding studies of indomethacin in pregnant women with PTL may help clarify the most safe and efficacious dosage and duration of indomethacin.
Collapse
Affiliation(s)
- Stephen J Balevic
- Department of Pediatrics, Duke University, Durham, NC, USA
- Duke Clinical Research Institute, Duke University, Durham, NC, USA
- Department of Medicine, Duke University, Durham, NC, USA
| | - Daniel Weiner
- Department of Medicine, Duke University, Durham, NC, USA
| | - Christoph P Hornik
- Department of Pediatrics, Duke University, Durham, NC, USA
- Duke Clinical Research Institute, Duke University, Durham, NC, USA
| | - Michael Cohen-Wolkowiez
- Department of Pediatrics, Duke University, Durham, NC, USA
- Duke Clinical Research Institute, Duke University, Durham, NC, USA
| | - Daniel Gonzalez
- Duke Clinical Research Institute, Duke University, Durham, NC, USA
- Department of Medicine, Duke University, Durham, NC, USA
- Division of Pharmacotherapy and Experimental Therapeutics, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Xiaoming Wang
- Department of Obstetrics and Gynecology, The University of Texas Medical Branch, Galveston, TX, USA
| | - Meixiang Xu
- Department of Obstetrics and Gynecology, The University of Texas Medical Branch, Galveston, TX, USA
| | - Sherif Z Abdel-Rahman
- Department of Obstetrics and Gynecology, The University of Texas Medical Branch, Galveston, TX, USA
| | - Erik Rytting
- Department of Obstetrics and Gynecology, The University of Texas Medical Branch, Galveston, TX, USA
| |
Collapse
|
49
|
Chen Z, Taubert M, Chen C, Boland J, Dong Q, Bilal M, Dokos C, Wachall B, Wargenau M, Scheidel B, Wiesen MHJ, Schaeffeler E, Tremmel R, Schwab M, Fuhr U. A Semi-Mechanistic Population Pharmacokinetic Model of Noscapine in Healthy Subjects Considering Hepatic First-Pass Extraction and CYP2C9 Genotypes. Drugs R D 2024; 24:187-199. [PMID: 38809387 PMCID: PMC11315837 DOI: 10.1007/s40268-024-00466-6] [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] [Accepted: 05/07/2024] [Indexed: 05/30/2024] Open
Abstract
INTRODUCTION Noscapine is a commonly used cough suppressant, with ongoing research on its anti-inflammatory and anti-tumor properties. The drug has a pronounced pharmacokinetic variability. OBJECTIVE This evaluation aims to describe the pharmacokinetics of noscapine using a semi-mechanistic population pharmacokinetic model and to identify covariates that could explain inter-individual pharmacokinetic variability. METHODS Forty-eight healthy volunteers (30 men and 18 women, mean age 33 years) were enrolled in a randomized, two-period, two-stage, crossover bioequivalence study of noscapine in two different liquid formulations. Noscapine plasma concentrations following oral administration of noscapine 50 mg were evaluated by a non-compartmental analysis and by a population pharmacokinetic model separately. RESULTS Compared to the reference formulation, the test formulation exhibited ratios (with 94.12% confidence intervals) of 0.784 (0.662-0.929) and 0.827 (0.762-0.925) for peak plasma concentrations and area under the plasma concentration-time curve, respectively. Significant differences in p values (< 0.01) were both observed when comparing peak plasma concentrations and area under the plasma concentration-time curve between CYP2C9 genotype-predicted phenotypes. A three-compartmental model with zero-order absorption and first-order elimination process best described the plasma data. The introduction of a liver compartment was able to describe the profound first-pass effect of noscapine. Total body weight and the CYP2C9 genotype-predicted phenotype were both identified as significant covariates on apparent clearance, which was estimated as 958 ± 548 L/h for extensive metabolizers (CYP2C9*1/*1 and *1/*9), 531 ± 304 L/h for intermediate metabolizers with an activity score of 1.5 (CYP2C9*1/*2), and 343 ± 197 L/h for poor metabolizers and intermediate metabolizers with an activity score of 1.0 (CYP2C9*1/*3, *2/*3, and*3/*3). CONCLUSION The current work is expected to facilitate the future pharmacokinetic/pharmacodynamic development of noscapine. This study was registered prior to starting at "Deutsches Register Klinischer Studien" under registration no. DRKS00017760.
Collapse
Affiliation(s)
- Zhendong Chen
- Department I of Pharmacology, Faculty of Medicine and University Hospital Cologne, Center for Pharmacology, University of Cologne, Gleueler Straße 24, 50931, Cologne, Germany.
| | - Max Taubert
- Department I of Pharmacology, Faculty of Medicine and University Hospital Cologne, Center for Pharmacology, University of Cologne, Gleueler Straße 24, 50931, Cologne, Germany
| | - Chunli Chen
- Department I of Pharmacology, Faculty of Medicine and University Hospital Cologne, Center for Pharmacology, University of Cologne, Gleueler Straße 24, 50931, Cologne, Germany
- Heilongjiang Key Laboratory for Animal Disease Control and Pharmaceutical Development, College of Veterinary Medicine, Northeast Agricultural University, 600 Changjiang Road, Xiangfang District, Harbin, 150030, People's Republic of China
| | - Jana Boland
- Department I of Pharmacology, Faculty of Medicine and University Hospital Cologne, Center for Pharmacology, University of Cologne, Gleueler Straße 24, 50931, Cologne, Germany
| | - Qian Dong
- Department I of Pharmacology, Faculty of Medicine and University Hospital Cologne, Center for Pharmacology, University of Cologne, Gleueler Straße 24, 50931, Cologne, Germany
| | - Muhammad Bilal
- Department I of Pharmacology, Faculty of Medicine and University Hospital Cologne, Center for Pharmacology, University of Cologne, Gleueler Straße 24, 50931, Cologne, Germany
- Department of Clinical Pharmacy, Institute of Pharmacy, University of Bonn, Bonn, Germany
| | - Charalambos Dokos
- Department I of Pharmacology, Faculty of Medicine and University Hospital Cologne, Center for Pharmacology, University of Cologne, Gleueler Straße 24, 50931, Cologne, Germany
| | - Bertil Wachall
- InfectoPharm Arzneimittel und Consilium GmbH, Heppenheim, Germany
| | | | | | - Martin H J Wiesen
- Pharmacology at the Laboratory Diagnostics Centre, Therapeutic Drug Monitoring, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Elke Schaeffeler
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Baden-Württemberg, Germany
- University of Tuebingen, Tuebingen, Germany
| | - Roman Tremmel
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Baden-Württemberg, Germany
- University of Tuebingen, Tuebingen, Germany
| | - Matthias Schwab
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Baden-Württemberg, Germany
- Department of Clinical Pharmacology, University Hospital Tübingen, Tübingen, Baden-Württemberg, Germany
- Department of Pharmacy and Biochemistry, University of Tübingen, Tübingen, Baden-Württemberg, Germany
| | - Uwe Fuhr
- Department I of Pharmacology, Faculty of Medicine and University Hospital Cologne, Center for Pharmacology, University of Cologne, Gleueler Straße 24, 50931, Cologne, Germany
| |
Collapse
|
50
|
Denisenko NP, Zhiryakova AS, Sychev IV, Kryukov AV, Tuchkova SN, Vakulenko OY, Averkov OV, Vechorko VI, Mirzaev KB, Sychev DA. Clinical and pharmacogenetic features of patients with upper gastrointestinal lesions at a multidisciplinary hospital: the role of nonsteroidal anti-inflammatory drugs. Drug Metab Pers Ther 2024; 39:69-79. [PMID: 38996813 DOI: 10.1515/dmpt-2024-0040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Accepted: 06/17/2024] [Indexed: 07/14/2024]
Abstract
OBJECTIVES Nonsteroidal anti-inflammatory drugs (NSAIDs) are among the most commonly prescribed medications, but their use can be associated with a number of adverse reactions, including upper gastrointestinal lesions. The aim of the study was to identify clinical and pharmacogenetic factors associated with upper gastrointestinal lesions, including those linked to NSAIDs, in patients at a multidisciplinary hospital. METHODS The study included 92 patients (mean age 59.4±16.5 years; 47 women), who underwent esophagogastroduodenoscopy during inpatient treatment. Patients' intake of NSAIDs and gastroprotectors during the year before hospitalization was considered. Demographic, clinical, laboratory data of patients were compared between groups, including genotyping for CYP2C9*2 rs179985, CYP2C9*3 rs1057910, CYP2C8*3 rs11572080, CYP2C8*3 rs10509681, PTGS-1 rs10306135, PTGS-1 rs12353214, and PTGS-2 rs20417 using real-time PCR. RESULTS In NSAIDs+ patients, PTGS1 rs10306135 AT+TT genotypes increased the chance of developing gastrointestinal complications by 5.4 times (95 % CI=1.30-22.27). In total sample, smoking (OR=3.12, 95 % CI=1.15-8.46), and alcohol intake (OR=4.09, 95 % CI=1.05-15.87) increased odds of gastrointestinal damage. In NSAIDs+ patients omeprazole, famotidine and both famotidine and omeprazole during the last year were as ineffective as not taking gastroprotectors; in total sample famotidine (OR=0.19, 95 % CI=0.04-0.93) and two gastroprotectors (OR=0.13, 95 % CI=0.02-0.75) reduced the chance of upper gastrointestinal lesions. CONCLUSIONS Pharmacogenetic features of patients may significantly contribute to the development NSAIDs-induced upper gastrointestinal injuries.
Collapse
Affiliation(s)
- Natalia P Denisenko
- Research Institute of Molecular and Personalized Medicine, 442138 Russian Medical Academy of Continuous Professional Education , Moscow, Russian Federation
| | - Anna S Zhiryakova
- Department of Clinical Pharmacology and Therapeutics named after Academician B.E. Votchal, Russian Medical Academy of Continuous Professional Education, Moscow, Russian Federation
- Department of Clinical pharmacology, Municipal Clinical Hospital No. 15 named after O.M. Filatov, Moscow, Russian Federation
| | - Ivan V Sychev
- Research Institute of Molecular and Personalized Medicine, 442138 Russian Medical Academy of Continuous Professional Education , Moscow, Russian Federation
| | - Alexander V Kryukov
- Department of Clinical Pharmacology and Therapeutics named after Academician B.E. Votchal, Russian Medical Academy of Continuous Professional Education, Moscow, Russian Federation
- Department of Clinical pharmacology, Municipal Clinical Hospital No. 15 named after O.M. Filatov, Moscow, Russian Federation
| | - Svetlana N Tuchkova
- Research Institute of Molecular and Personalized Medicine, 442138 Russian Medical Academy of Continuous Professional Education , Moscow, Russian Federation
| | - Olga Y Vakulenko
- Clinical Diagnostic Department, Municipal Clinical Hospital No. 15 named after O.M. Filatov, Moscow, Russian Federation
| | - Oleg V Averkov
- The Regional Vascular Center, Municipal Clinical Hospital No. 15 named after O.M. Filatov, Moscow, Russian Federation
| | - Valery I Vechorko
- Municipal Clinical Hospital No. 15 named after O.M. Filatov, Moscow, Russian Federation
| | - Karin B Mirzaev
- Research Institute of Molecular and Personalized Medicine, 442138 Russian Medical Academy of Continuous Professional Education , Moscow, Russian Federation
| | - Dmitry A Sychev
- Department of Clinical Pharmacology and Therapeutics named after Academician B.E. Votchal, Russian Medical Academy of Continuous Professional Education, Moscow, Russian Federation
| |
Collapse
|