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1.
J Am Coll Cardiol ; 83(15): 1370-1381, 2024 Apr 16.
Article En | MEDLINE | ID: mdl-38599713

BACKGROUND: An ABCD-GENE (age, body mass index, chronic kidney disease, diabetes, and CYP2C19 genetic variants) score ≥10 predicts reduced clopidogrel effectiveness, but its association with response to alternative therapy remains unclear. OBJECTIVES: The aim of this study was to evaluate the association between ABCD-GENE score and the effectiveness of clopidogrel vs alternative P2Y12 inhibitor (prasugrel or ticagrelor) therapy after percutaneous coronary intervention (PCI). METHODS: A total of 4,335 patients who underwent PCI, CYP2C19 genotyping, and P2Y12 inhibitor treatment were included. The primary outcome was major atherothrombotic events (MAE) within 1 year after PCI. Cox regression was performed to assess event risk in clopidogrel-treated (reference) vs alternatively treated patients, with stabilized inverse probability weights derived from exposure propensity scores after stratifying by ABCD-GENE score and further by CYP2C19 loss-of-function (LOF) genotype. RESULTS: Among patients with scores <10 (n = 3,200), MAE was not different with alternative therapy vs clopidogrel (weighted HR: 0.89; 95% CI: 0.65-1.22; P = 0.475). The risk for MAE also did not significantly differ by treatment among patients with scores ≥10 (n = 1,135; weighted HR: 0.75; 95% CI: 0.51-1.11; P = 0.155). Among CYP2C19 LOF allele carriers, MAE risk appeared lower with alternative therapy in both the group with scores <10 (weighted HR: 0.50; 95% CI: 0.25-1.01; P = 0.052) and the group with scores ≥10 (weighted HR: 0.48; 95% CI: 0.29-0.80; P = 0.004), while there was no difference in the group with scores <10 and no LOF alleles (weighted HR: 1.03; 95% CI: 0.70-1.51; P = 0.885). CONCLUSIONS: These data support the use of alternative therapy over clopidogrel in CYP2C19 LOF allele carriers after PCI, regardless of ABCD-GENE score, while clopidogrel is as effective as alternative therapy in non-LOF patients with scores <10.


Percutaneous Coronary Intervention , Platelet Aggregation Inhibitors , Humans , Clopidogrel , Cytochrome P-450 CYP2C19/genetics , Percutaneous Coronary Intervention/adverse effects , Ticagrelor/therapeutic use , Treatment Outcome , Genotype
2.
Clin Pharmacol Ther ; 112(1): 146-155, 2022 07.
Article En | MEDLINE | ID: mdl-35429163

The Age, Body mass index, Chronic kidney disease, Diabetes mellitus, and CYP2C19 GENEtic variants (ABCD-GENE) score was developed to identify patients at risk for diminished antiplatelet effects with clopidogrel after percutaneous coronary intervention (PCI). The objective of this study was to validate the ability of the ABCD-GENE score to predict the risk for atherothrombotic events in a diverse, real-world population of clopidogrel-treated patients who underwent PCI and received clinical CYP2C19 genotyping to guide antiplatelet therapy. A total of 2,341 adult patients who underwent PCI, were genotyped for CYP2C19, and received treatment with clopidogrel across four institutions were included (mean age 64 ± 12 years, 35% women, and 20% Black). The primary outcome was major atherothrombotic events, defined as the composite of all-cause death, myocardial infarction, ischemic stroke, stent thrombosis, or revascularization for unstable angina within 12 months following PCI. Major adverse cardiovascular events (MACE), defined as the composite of cardiovascular death, myocardial infarction, ischemic stroke, or stent thrombosis, was assessed as the secondary outcome. Outcomes were compared between patients with an ABCD-GENE score ≥ 10 vs. < 10. The risk of major atherothrombotic events was higher in patients with an ABCD-GENE score ≥ 10 (n = 505) vs. < 10 (n = 1,836; 24.6 vs. 14.7 events per 100 patient-years, adjusted hazard ratio (HR) 1.66, 95% confidence interval (CI), 1.23-2.25, P < 0.001). The risk for MACE was also higher among patients with a score ≥ 10 vs. < 10 (16.7 vs. 10.1 events per 100 patient-years, adjusted HR 1.59, 95% CI 1.11-2.30, P = 0.013). Our diverse, real-world data demonstrate diminished clopidogrel effectiveness in post-PCI patients with an ABCD-GENE score ≥ 10.


Clopidogrel , Cytochrome P-450 CYP2C19 , Percutaneous Coronary Intervention , Aged , Clopidogrel/therapeutic use , Cytochrome P-450 CYP2C19/genetics , Female , Humans , Ischemic Stroke/epidemiology , Male , Middle Aged , Myocardial Infarction/epidemiology , Platelet Aggregation Inhibitors/therapeutic use , Treatment Outcome
3.
Am J Pharm Educ ; 86(10): ajpe8906, 2022 12.
Article En | MEDLINE | ID: mdl-35027359

Objective. To review mastery learning and provide recommendations for implementation in a competency-based curriculum.Findings. Mastery learning, introduced in the 1960s, was developed to ensure all students reach a desired level of mastery or competency. In this model, students acquire knowledge, skills, or attitudes and then complete formative assessments on that learning. If they achieve the desired level, they can proceed to enrichment activities. Students who do not meet the desired level of mastery proceed through corrective activities and retesting. Evidence suggests students within a mastery learning model perform better academically than those in nonmastery learning models with moderate effect sizes. Mastery learning may result in better performance due to several theoretical reasons, including aspects of motivation, testing, and feedback.Conclusion. We make several recommendations on how to modernize mastery learning for apply it to the pharmacy education, including the recommendation to use more cumulative testing and assessment of baseline knowledge and skills. In addition, models of successive relearning may be applied to this model.


Education, Medical , Education, Pharmacy , Humans , Learning , Curriculum , Feedback , Clinical Competence
4.
ACS Med Chem Lett ; 11(3): 272-277, 2020 Mar 12.
Article En | MEDLINE | ID: mdl-32184956

The melanocortin receptors are stimulated by agonists (α-MSH, ß-MSH, γ-MSH, and ACTH) processed from the proopiomelanocortin (POMC) gene transcript and possess a common His-Phe-Arg-Trp tetrapeptide sequence critical for receptor activation. Deficiency in POMC signaling in humans is associated with adrenal insufficiency, altered pigmentation, and rapid, early onset weight gain. Herein, 12 single nucleotide polymorphisms (SNPs) deposited into the Variation Viewer database within the His-Phe-Arg-Trp sequences of ACTH/α-MSH, ß-MSH, and γ-MSH were substituted into tetrapeptide scaffolds to examine the in vitro signaling effects of these polymorphisms at the cloned melanocortin receptors. Every polymorphism decreased agonist potency and/or efficacy at the melanocortin receptors assayed, indicating that polymorphisms within the signaling sequence of POMC-derived agonists negatively impacts receptor activation. Future work to incorporate these substitutions into the full-length POMC agonists would confirm these findings, identifying new patient populations that might benefit from therapeutic regiments to treat POMC-deficient signaling.

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