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Dunlap TC, Gonzalez D, Kyler KE, Helfer VE, Williams V, Friesen CS, Artz N, Chan S, Shakhnovich V. Evaluation of Obesity-Related Physiological Changes on Pantoprazole Clearance in Children Using a Population Pharmacokinetic Approach. J Clin Pharmacol 2024. [PMID: 39189986 DOI: 10.1002/jcph.6122] [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: 06/24/2024] [Accepted: 08/07/2024] [Indexed: 08/28/2024]
Abstract
Pediatric obesity is a growing health concern, affecting millions of children worldwide. While pharmacokinetic (PK) changes in numerous commonly prescribed medications have been linked to obesity, the physiological mechanisms driving these alterations and their implications for drug dosing remain poorly understood. The objective of this study was to evaluate previously reported observations of reduced pantoprazole clearance (CL) in children with obesity, investigate obesity-related characteristics in liver physiology as explanatory causes for these observations, and evaluate the clinical relevance of obesity on drug dosing. A prospective, comparative PK study, enrolling participants 6-21 years of age, with and without obesity, was conducted to evaluate the association between obesity-related characteristics and pantoprazole CL. A nonlinear mixed-effects modeling approach was used to identify sources of interindividual variability in pantoprazole PK. Monte Carlo simulations were performed to assess pantoprazole exposure in children and evaluate the association between obesity and pantoprazole exposure. The study population consisted of 39 pediatric participants: 31% without obesity and 69% with obesity. A two-compartment PK model with covariate effects of total body weight (TBW), CYP2C19 metabolizer phenotype, and obesity status adequately described the PK data. After accounting for differences due to TBW and CYP2C19 metabolizer phenotype, obesity was associated with an estimated 18% reduction in pantoprazole CL (comparable to the reduction estimated for a CYP2C19 loss of function allele). Further research is warranted to evaluate the physiological mechanisms associated with reduced drug CL in children with increased body size and the implications for drug dosing.
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Affiliation(s)
- Tyler C Dunlap
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - Daniel Gonzalez
- Division of Clinical Pharmacology, Department of Medicine, Duke University School of Medicine, Durham, NC, USA
- Duke Clinical Research Institute, Durham, NC, USA
| | - Kathryn E Kyler
- Department of Pediatrics, Children's Mercy Kansas City, Kansas City, MO, USA
- School of Medicine, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Victória Etges Helfer
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - Veronica Williams
- Department of Gastroenterology, Nemours Children's Health, Orlando, FL, USA
| | | | - Nathan Artz
- School of Medicine, University of Missouri-Kansas City, Kansas City, MO, USA
- Department of Radiology, Children's Mercy Kansas City, Kansas City, MO, USA
| | - Sherwin Chan
- School of Medicine, University of Missouri-Kansas City, Kansas City, MO, USA
- Department of Radiology, Children's Mercy Kansas City, Kansas City, MO, USA
| | - Valentina Shakhnovich
- Department of Pediatrics, Children's Mercy Kansas City, Kansas City, MO, USA
- School of Medicine, University of Missouri-Kansas City, Kansas City, MO, USA
- Ironwood Pharmaceuticals, Boston, MA, USA
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2
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Thompson EJ, Jeong A, Helfer VE, Shakhnovich V, Edginton A, Balevic SJ, James LP, Collier DN, Anand R, Gonzalez D. Physiologically-based pharmacokinetic modeling of pantoprazole to evaluate the role of CYP2C19 genetic variation and obesity in the pediatric population. CPT Pharmacometrics Syst Pharmacol 2024; 13:1394-1408. [PMID: 38837864 PMCID: PMC11330186 DOI: 10.1002/psp4.13167] [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: 01/19/2024] [Revised: 04/11/2024] [Accepted: 04/30/2024] [Indexed: 06/07/2024] Open
Abstract
Pantoprazole is a proton pump inhibitor indicated for the treatment of gastroesophageal reflux disease, a condition that disproportionately affects children with obesity. Appropriately dosing pantoprazole in children with obesity requires understanding the body size metric that best guides dosing, but pharmacokinetic (PK) trials using traditional techniques are limited by the need for larger sample sizes and frequent blood sampling. Physiologically-based PK (PBPK) models are an attractive alternative that can account for physiologic-, genetic-, and drug-specific changes without the need for extensive clinical trial data. In this study, we explored the effect of obesity on pantoprazole PK and evaluated label-suggested dosing in this population. An adult PBPK model for pantoprazole was developed using data from the literature and accounting for genetic variation in CYP2C19. The adult PBPK model was scaled to children without obesity using age-associated changes in anatomical and physiological parameters. Lastly, the pediatric PBPK model was expanded to children with obesity. Three pantoprazole dosing strategies were evaluated: 1 mg/kg total body weight, 1.2 mg/kg lean body weight, and US Food and Drug Administration-recommended weight-tiered dosing. Simulated concentration-time profiles from our model were compared with data from a prospective cohort study (PAN01; NCT02186652). Weight-tiered dosing resulted in the most (>90%) children with pantoprazole exposures in the reference range, regardless of obesity status or CYP2C19 phenotype, confirming results from previously published population PK models. PBPK models may allow for the efficient study of physiologic and developmental effects of obesity on PK in special populations where clinical trial data may be limited.
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Affiliation(s)
- Elizabeth J. Thompson
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of PharmacyThe University of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
- Department of PediatricsDuke University Medical CenterDurhamNorth CarolinaUSA
- Duke Clinical Research InstituteDurhamNorth CarolinaUSA
| | - Angela Jeong
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of PharmacyThe University of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Victória E. Helfer
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of PharmacyThe University of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Valentina Shakhnovich
- University of Missouri‐Kansas City School of MedicineKansas CityMissouriUSA
- Divisions of Gastroenterology, Hepatology and Nutrition & Clinical Pharmacology, Toxicology and Therapeutic Innovation, Children's Mercy Kansas CityKansas CityMissouriUSA
- Ironwood PharmaceuticalsBostonMassachusettsUSA
| | - Andrea Edginton
- School of PharmacyUniversity of WaterlooWaterlooOntarioCanada
| | - Stephen J. Balevic
- Department of PediatricsDuke University Medical CenterDurhamNorth CarolinaUSA
- Duke Clinical Research InstituteDurhamNorth CarolinaUSA
| | - Laura P. James
- Department of PediatricsUniversity of Arkansas for Medical Sciences, Section of Clinical Pharmacology and Toxicology, Arkansas Children's HospitalLittle RockArkansasUSA
| | - David N. Collier
- Department of Pediatrics and Center for Health Disparities, Division of General PediatricsEast Carolina UniversityGreenvilleNorth CarolinaUSA
| | | | - Daniel Gonzalez
- Duke Clinical Research InstituteDurhamNorth CarolinaUSA
- Division of Clinical Pharmacology, Department of MedicineDuke University School of MedicineDurhamNorth CarolinaUSA
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3
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Curry L, Alrubia S, Bois FY, Clayton R, El-Khateeb E, Johnson TN, Faisal M, Neuhoff S, Wragg K, Rostami-Hodjegan A. A guide to developing population files for physiologically-based pharmacokinetic modeling in the Simcyp Simulator. CPT Pharmacometrics Syst Pharmacol 2024. [PMID: 39030888 DOI: 10.1002/psp4.13202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 06/20/2024] [Accepted: 07/02/2024] [Indexed: 07/22/2024] Open
Abstract
The Simcyp Simulator is a software platform widely used in the pharmaceutical industry to conduct stochastic physiologically-based pharmacokinetic (PBPK) modeling. This approach has the advantage of combining routinely generated in vitro data on drugs and drug products with knowledge of biology and physiology parameters to predict a priori potential pharmacokinetic changes in absorption, distribution, metabolism, and excretion for populations of interest. Combining such information with pharmacodynamic knowledge of drugs enables planning for potential dosage adjustment when clinical studies are feasible. Although the conduct of dedicated clinical studies in some patient groups (e.g., with hepatic or renal diseases) is part of the regulatory path for drug development, clinical studies for all permutations of covariates potentially affecting pharmacokinetics are impossible to perform. The role of PBPK in filling the latter gap is becoming more appreciated. This tutorial describes the different input parameters required for the creation of a virtual population giving robust predictions of likely changes in pharmacokinetics. It also highlights the considerations needed to qualify the models for such contexts of use. Two case studies showing the step-by-step development and application of population files for obese or morbidly obese patients and individuals with Crohn's disease are provided as the backbone of our tutorial to give some hands-on and real-world examples.
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Affiliation(s)
- Liam Curry
- Certara Predictive Technologies (CPT), Simcyp Division, Sheffield, UK
| | - Sarah Alrubia
- Centre for Applied Pharmacokinetic Research (CAPKR), The University of Manchester, Manchester, UK
- Pharmaceutical Chemistry Department, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Frederic Y Bois
- Certara Predictive Technologies (CPT), Simcyp Division, Sheffield, UK
| | - Ruth Clayton
- Certara Predictive Technologies (CPT), Simcyp Division, Sheffield, UK
| | - Eman El-Khateeb
- Certara Predictive Technologies (CPT), Simcyp Division, Sheffield, UK
- Clinical Pharmacy Department, Faculty of Pharmacy, Tanta University, Tanta, Egypt
| | - Trevor N Johnson
- Certara Predictive Technologies (CPT), Simcyp Division, Sheffield, UK
| | - Muhammad Faisal
- Certara Predictive Technologies (CPT), Simcyp Division, Sheffield, UK
| | - Sibylle Neuhoff
- Certara Predictive Technologies (CPT), Simcyp Division, Sheffield, UK
| | - Kris Wragg
- Certara Predictive Technologies (CPT), Simcyp Division, Sheffield, UK
| | - Amin Rostami-Hodjegan
- Certara Predictive Technologies (CPT), Simcyp Division, Sheffield, UK
- Centre for Applied Pharmacokinetic Research (CAPKR), The University of Manchester, Manchester, UK
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4
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Fadel C, Łebkowska-Wieruszewskac B, Serih F, Lisowski A, Poapolathep A, Giorgi M. Comparative pharmacokinetics of intravenous and subcutaneous pantoprazole in sheep and goats. Vet J 2024; 305:106138. [PMID: 38761957 DOI: 10.1016/j.tvjl.2024.106138] [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: 03/14/2024] [Revised: 05/13/2024] [Accepted: 05/13/2024] [Indexed: 05/20/2024]
Abstract
Abomasal ulcers are a significant concern in intensive animal farming due to their impact on animal health and productivity. While proton pump inhibitors (PPIs) such as pantoprazole (PTZ) show promise in treating these ulcers, data on PTZ's pharmacokinetics (PK) in adult goats and sheep are limited. This study aims to fill this gap by investigating and comparing PTZ's PK in these species following single intravenous (IV) and subcutaneous (SC) administrations. Five healthy male goats and sheep were included in the study. PTZ concentrations in plasma samples were determined using a validated analytical method. Non-compartmental analysis was conducted, and statistical comparisons were made between IV and SC administrations and between species. Sheep and goats showed similar systemic exposure levels regardless of the administration route. However, sheep had a shorter t1/2 due to a higher Vd compared to goats. Cl values were comparable in both species, with low extraction ratio values. There were no significant differences in Cmax and Tmax between the two species with regards to SC administration, and complete bioavailability was observed. The MAT exceeded the t1/2 in both species, indicating a potential flip-flop phenomenon. Considering the AUC as a predictor for drug efficacy, and observing no significant differences in systemic exposure between sheep and goats for any route of administration, dosage adjustment between the two species may not be necessary. In field settings, SC administration proves more practical, providing not only complete bioavailability but also a longer half-life compared to IV. Further studies are warranted to explore the PK/PD of PTZ in small ruminants with abomasal ulcers, to fully comprehend its therapeutic efficacy in such scenarios.
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Affiliation(s)
- Charbel Fadel
- Department of Veterinary Sciences, University of Pisa, Viale delle Piagge, 2, Pisa, PI 56124, Italy; Department of Veterinary Medicine, Lebanese University, Faculty of Agronomy Bldg., University Street, Dekwaneh, Beirut, Lebanon
| | - Beata Łebkowska-Wieruszewskac
- Department of Pharmacology, Toxicology and Environmental Protection, University of Life Sciences in Lublin, 13 Akademicka Street, Lublin 20-950, Poland
| | - Firas Serih
- Department of Veterinary Sciences, University of Sassari, Via Vienna, 2, Sassari, SS 07100, Italy
| | - Andrew Lisowski
- Institute of Animal Breeding and Biodiversity Conservation, University of Life Sciences in Lublin, 13 Akademicka Street, Lublin 20-950, Poland
| | - Amnart Poapolathep
- Faculty of Veterinary Medicine, Department of Pharmacology, Kasetsart University, 50 Paholyothin Road, Bangkok 10900, Thailand
| | - Mario Giorgi
- Department of Veterinary Sciences, University of Pisa, Viale delle Piagge, 2, Pisa, PI 56124, Italy; Department of Veterinary Sciences, University of Sassari, Via Vienna, 2, Sassari, SS 07100, Italy.
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5
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Kyler KE, Gaedigk A, Abdel‐Rahman S, Staggs VS, Pearce RE, Toren P, Leeder JS, Shakhnovich V. Influence of novel CYP2C-haplotype on proton pump inhibitor pharmacokinetics in children. Clin Transl Sci 2024; 17:e13782. [PMID: 38629502 PMCID: PMC11022290 DOI: 10.1111/cts.13782] [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: 01/03/2024] [Revised: 03/04/2024] [Accepted: 03/14/2024] [Indexed: 04/19/2024] Open
Abstract
In this brief report, we provide an analysis of the influence of a novel CYP2C haplotype (CYP2C:TG) on proton pump inhibitor (PPI) pharmacokinetics (PK) in children. The CYP2C:TG haplotype has been proposed to be associated with increased CYP2C19 activity. We sought to determine if this CYP2C:TG haplotype resulted in similar alterations in metabolism for proton pump inhibitors, which are primarily metabolized by CYP2C19. In a cohort of 41 children aged 6-21 participating in a PPI pharmacokinetic study, effects of the CYP2C:TG allele were assessed by fitting two linear regression models for each of the six PK outcomes assessed, the second of which accounted for the presence of the CYP2C:TG allele. The difference in R2 values between the two models was computed to quantify the variability in the outcome that could be accounted for by the CYP2C:TG allele after adjustment for the CYP2C19 genotype. We found the CYP2C:TG haplotype to have no measurable additive impact on CYP2C19-mediated metabolism of PPIs in vivo in older children and adolescents. The findings of this study do not support the clinical utility of routine testing for the CYP2C:TG haplotype to guide PPI dose adjustments in children.
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Affiliation(s)
- Kathryn E. Kyler
- Division of Hospital MedicineChildren's Mercy Kansas CityKansas CityMissouriUSA
- School of MedicineUniversity of Missouri‐Kansas CityKansas CityMissouriUSA
| | - Andrea Gaedigk
- School of MedicineUniversity of Missouri‐Kansas CityKansas CityMissouriUSA
- Division of Clinical Pharmacology, Toxicology & Therapeutic InnovationChildren's Mercy Research InstituteKansas CityMissouriUSA
| | - Susan Abdel‐Rahman
- School of MedicineUniversity of Missouri‐Kansas CityKansas CityMissouriUSA
| | - Vincent S. Staggs
- IDDI, Inc. (Formerly Biostatistics & Epidemiology Core, Children's Mercy Research Institute, Kansas City, Missouri)RaleighNorth CarolinaUSA
| | - Robin E. Pearce
- School of MedicineUniversity of Missouri‐Kansas CityKansas CityMissouriUSA
- Division of Clinical Pharmacology, Toxicology & Therapeutic InnovationChildren's Mercy Research InstituteKansas CityMissouriUSA
| | - Paul Toren
- Division of Clinical Pharmacology, Toxicology & Therapeutic InnovationChildren's Mercy Research InstituteKansas CityMissouriUSA
| | - J. Steven Leeder
- School of MedicineUniversity of Missouri‐Kansas CityKansas CityMissouriUSA
- Division of Clinical Pharmacology, Toxicology & Therapeutic InnovationChildren's Mercy Research InstituteKansas CityMissouriUSA
| | - Valentina Shakhnovich
- School of MedicineUniversity of Missouri‐Kansas CityKansas CityMissouriUSA
- Division of Clinical Pharmacology, Toxicology & Therapeutic InnovationChildren's Mercy Research InstituteKansas CityMissouriUSA
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Jafri F, Taylor ZL, Gonzalez D, Shakhnovich V. Effects of obesity on the pharmacology of proton pump inhibitors: current understanding and future implications for patient care and research. Expert Opin Drug Metab Toxicol 2023; 19:1-11. [PMID: 36800927 PMCID: PMC10065909 DOI: 10.1080/17425255.2023.2178897] [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: 11/29/2022] [Accepted: 02/07/2023] [Indexed: 02/20/2023]
Abstract
INTRODUCTION In the United States, obesity affects approximately ⅖ adults and ⅕ children, leading to increased risk for comorbidities, like gastroesophageal reflux disease (GERD), treated increasingly with proton pump inhibitors (PPIs). Currently, there are no clinical guidelines to inform PPI dose selection for obesity, with sparse data regarding whether dose augmentation is necessary. AREAS COVERED We provide a review of available literature regarding the pharmacokinetics (PK), pharmacodynamics (PD), and/or metabolism of PPIs in children and adults with obesity, as a step toward informing PPI dose selection. EXPERT OPINION Published PK data in adults and children are limited to first-generation PPIs and point toward reduced apparent oral drug clearance in obesity, with equipoise regarding obesity impact on drug absorption. Available PD data are sparse, conflicting, and limited to adults. No studies are available to inform the PPI PK→PD relationship in obesity and if/how it differs compared to individuals without obesity. In the absence of data, best practice may be to dose PPIs based on CYP2C19 genotype and lean body weight, so as to avoid systemic overexposure and potential toxicities, while monitoring closely for efficacy.
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Affiliation(s)
- Farwa Jafri
- College of Osteopathic Medicine, Kansas City University, Kansas City, MO
| | - Zachary L. Taylor
- Division of Clinical Pharmacology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - Daniel Gonzalez
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Valentina Shakhnovich
- University of Missouri-Kansas City School of Medicine, Kansas City, MO
- Children’s Mercy Kansas City, Kansas City, MO
- Center for Children’s Healthy Lifestyles and Nutrition, Kansas City, MO
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Yadlapati R, Hubscher E, Pelletier C, Jacob R, Brackley A, Shah S. Induction and maintenance of healing in erosive esophagitis in the United States. Expert Rev Gastroenterol Hepatol 2022; 16:967-980. [PMID: 36254610 DOI: 10.1080/17474124.2022.2134115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Erosive esophagitis (EE) occurs when refluxate from the stomach causes T-lymphocyte infiltration of the esophageal mucosa, resulting in mucosal breaks. Currently, therapy with proton-pump inhibitors (PPIs) is the standard treatment for EE in the United States, but few comprehensive reviews exist on the efficacy of PPIs in US populations. Here, we present the most contemporary, thorough analysis of PPI efficacy rates, and identify and characterize patient subgroups at risk for poor healing outcomes. AREAS COVERED We searched the literature to identify studies reporting rates of endoscopic healing and maintained healing of EE with PPI therapies in the US and found a paucity of recent evidence and real-world evidence. Twenty-two studies from 2009 and earlier were included in the final dataset. EXPERT OPINION Rates of EE healing with PPIs were highest after 8 weeks of treatment, with over 80% of patients in most treatment arms demonstrating endoscopic healing, compared to lower efficacy (<80%) at 4 weeks. Rates of maintained healing with PPIs at 6 and 12 months were mostly lower than 80%, although the data were limited. Symptomatic patients and those with severe EE were less likely to achieve healing. Obese patients experienced similar healing rates as non-obese patients.
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Affiliation(s)
- Rena Yadlapati
- Division of Gastroenterology, University of California San Diego, La Jolla, California, USA
| | | | - Corey Pelletier
- Health Economics and Outcomes Research, Phathom Pharmaceuticals, Florham Park, New Jersey, USA
| | - Rinu Jacob
- Health Economics and Outcomes Research, Phathom Pharmaceuticals, Florham Park, New Jersey, USA
| | - Allison Brackley
- Real-World Advanced Analytics, Cytel, Inc, Waltham, Massachusetts, USA
| | - Shailja Shah
- Division of Gastroenterology, University of California San Diego, La Jolla, California, USA
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Chen K, Luo P, Yang G, Zhu S, Deng C, Ding J, Lin Y, Zhu L, Pei Q. Population pharmacokinetics of omeprazole in obese and normal-weight adults. Expert Rev Clin Pharmacol 2022; 15:461-471. [PMID: 35522794 DOI: 10.1080/17512433.2022.2075343] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND Obesity is related to many pathophysiological changes that may result in altered drug disposition. Omeprazole is the most common option utilized for acid-related disorders treatment; however, the pharmacokinetic (PK) and dosing recommendations for the obese patient population are lacking. METHODS Data from 40 healthy subjects with normal weights and data from 61 obese subjects were included. The subjects all received a single dose of 20 mg of omeprazole. Nonlinear mixed effects modeling were performed to characterize the effect of obesity on omeprazole PK. RESULTS A one-compartment model with twelve transit absorption compartments and linear elimination described the data best. A lower clearance was observed in the obese patient population than in the normal-weight subjects, which was opposite to the well-known allometric effect of body weight on drug clearance. Moreover, the CYP2C19 genotype was identified as a significant covariate for clearance. CONCLUSION Given the potential adverse events related to high exposure to proton pump inhibitors over time, obese patients may require a lower dose of omeprazole for long-term treatment. Further studies in obese individuals into other drugs metabolized by CYP2C19 are warranted, especially those with a narrow therapeutic window. CLINICAL TRIAL REGISTRATION www.chictr.org.cn identifier is ChiCTR2100046578; www.chinadrugtrials.org.cn identifier is CTR20190175.
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Affiliation(s)
- Kaifeng Chen
- Department of Pharmacy,The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Ping Luo
- Center of Clinical Pharmacology, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Guoping Yang
- Linking Truth Technology co., Ltd., Shanghai, China
| | - Shaihong Zhu
- Center of Clinical Pharmacology, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Chenhui Deng
- Nuffield Department of Clinical Medicine, Center for Tropical Medicine and Global Health, University of Oxford, Oxford, UK
| | - Junjie Ding
- Nuffield Department of Clinical Medicine, Center for Tropical Medicine and Global Health, University of Oxford, Oxford, UK
| | - Yaqi Lin
- Department of Pharmacy,The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Liyong Zhu
- Center of Clinical Pharmacology, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Qi Pei
- Department of Pharmacy,The Third Xiangya Hospital, Central South University, Changsha, Hunan, China.,Linking Truth Technology co., Ltd., Shanghai, China
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9
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Dong Y, Li Q. Phonomyography on Perioperative Neuromuscular Monitoring: An Overview. SENSORS 2022; 22:s22072448. [PMID: 35408063 PMCID: PMC9003319 DOI: 10.3390/s22072448] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 03/15/2022] [Accepted: 03/20/2022] [Indexed: 02/05/2023]
Abstract
Complications related to neuromuscular blockade (NMB) could occur during anesthesia induction, maintenance, and emergency. It is recommended that neuromuscular monitoring techniques be utilized perioperatively to avoid adverse outcomes. However, current neuromuscular monitoring methods possess different shortcomings. They are cumbersome to use, susceptible to disturbances, and have limited alternative monitoring sites. Phonomyography (PMG) monitoring based on the acoustic signals yielded by skeletal muscle contraction is emerging as an interesting and innovative method. This technique is characterized by its convenience, stable signal quality, and multimuscle recording ability and shows great potential in the application field. This review summarizes the progression of PMG on perioperative neuromuscular monitoring chronologically and presents the merits, demerits, and challenges of PMG-based equipment, aiming at underscoring the potential of PMG-based apparatuses for neuromuscular monitoring.
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Affiliation(s)
| | - Qian Li
- Correspondence: ; Tel.: +86-18980601635
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10
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Kollins F, Supriatmo S, Saragih R, Ilhamd I. Effectivity of Esomeprazole Compared with Lansoprazole in the Treatment of Pediatric with Gastritis. Open Access Maced J Med Sci 2021. [DOI: 10.3889/oamjms.2021.7191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND: The administration of proton pump inhibitor (PPI) therapy in pediatric patients has also increased dramatically during the last three decades. Clinical trials comparison of esomeprazole and lansoprazole for pediatric were limited.
AIM: This study focused on comparing the effectivity of Esomeprazole with lansoprazole for healing gastritis symptoms in pediatric patients.
METHODS: A randomized and single blind (assessors) controlled clinical trial was done at H. Adam Malik hospital at Medan. Patients that complied with study’s criteria and signed informed consent were collected information about the symptoms. Confirmation diagnosis of g astritis by gastroscopy, then randomized into lansoprazole treatment group (15 mg if < 30 kg and 30 mg if > 30 kg) or esomeprazole treatment group (0,4–0,8 mg per Kg body weight). Medication for both groups will be given orally for 14 day s, then evaluated for the initial symptoms. p -value of this study was calculated with the χ2 test.
RESULTS: Fifty two patients confirmed gastritis were enrolled in this study; 27 patients received lansoprazole and 25 patients received esomeprazole. There was no difference of effectivity between the two groups for vomiting, hematemesis, and nausea. Lansoprazole treatment for 14 days has a significant difference for abdominal pain recovery from esomeprazole treatment. The lansoprazole groups have 92% free of abdominal pain compared to the esomeprazole group for only 66% free of abdominal pain.
CONCLUSION: There was no significant difference between lansoprazole and esomeprazole therapy.
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11
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Smith JS, Mochel JP, Soto-Gonzalez WM, Rahn RR, Fayne BN, Escher OG, Geletka AM, Harvill LE, Bergman JB, Cox S. Pharmacokinetics of Pantoprazole and Pantoprazole Sulfone in Goats After Intravenous Administration: A Preliminary Report. Front Vet Sci 2021; 8:744813. [PMID: 34631865 PMCID: PMC8492921 DOI: 10.3389/fvets.2021.744813] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Accepted: 08/26/2021] [Indexed: 12/29/2022] Open
Abstract
Background: Ruminant species are at risk of developing abomasal ulceration, but there is a lack of pharmacokinetic data for anti-ulcer therapies, such as the proton pump inhibitor pantoprazole, in goats. Objective: The primary study objective was to estimate the plasma pharmacokinetic parameters for pantoprazole in adult goats after intravenous administration. A secondary objective was to describe the pharmacokinetic parameters for the metabolite, pantoprazole sulfone, in goats. Methods: Pantoprazole was administered intravenously to six adult goats at a dose of 1 mg/kg. Plasma samples were collected over 36h and analyzed via reverse phase high performance liquid chromatography for determination of pantoprazole and pantoprazole sulfone concentrations. Pharmacokinetic parameters were determined by non-compartmental analysis. Results: Plasma clearance, elimination half-life, and volume of distribution of pantoprazole were estimated at 0.345 mL/kg/min, 0.7 h, and 0.9 L/kg, respectively following IV administration. The maximum concentration, elimination half-life and area under the curve of pantoprazole sulfone were estimated at 0.1 μg/mL, 0.8 h, and 0.2 hr*μg/mL, respectively. The global extraction ratio was estimated 0.00795 ± 0.00138. All animals had normal physical examinations after conclusion of the study. Conclusion: The reported plasma clearance for pantoprazole is lower than reported for foals, calves, and alpacas. The elimination half-life appears to be < that reported for foals and calves. Future pharmacodynamic studies are necessary for determination of the efficacy of pantoprazole on acid suppression in goats.
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Affiliation(s)
- Joe S Smith
- Systems Modeling and Reverse Translational Pharmacology, Department of Biomedical Sciences, College of Veterinary Medicine, Iowa State University, Ames, IA, United States.,Department of Large Animal Clinical Sciences, College of Veterinary Medicine, University of Tennessee, Knoxville, Knoxville, TN, United States
| | - Jonathan P Mochel
- Systems Modeling and Reverse Translational Pharmacology, Department of Biomedical Sciences, College of Veterinary Medicine, Iowa State University, Ames, IA, United States
| | - Windy M Soto-Gonzalez
- Department of Large Animal Clinical Sciences, College of Veterinary Medicine, University of Tennessee, Knoxville, Knoxville, TN, United States
| | - Rebecca R Rahn
- Department of Large Animal Clinical Sciences, College of Veterinary Medicine, University of Tennessee, Knoxville, Knoxville, TN, United States
| | - Bryanna N Fayne
- Department of Large Animal Clinical Sciences, College of Veterinary Medicine, University of Tennessee, Knoxville, Knoxville, TN, United States
| | - Olivia G Escher
- Department of Large Animal Clinical Sciences, College of Veterinary Medicine, University of Tennessee, Knoxville, Knoxville, TN, United States
| | - Anastasia M Geletka
- Department of Large Animal Clinical Sciences, College of Veterinary Medicine, University of Tennessee, Knoxville, Knoxville, TN, United States
| | - Lainey E Harvill
- Department of Biomedical and Diagnostic Sciences, College of Veterinary Medicine, University of Tennessee, Knoxville, Knoxville, TN, United States
| | - Joan B Bergman
- Department of Biomedical and Diagnostic Sciences, College of Veterinary Medicine, University of Tennessee, Knoxville, Knoxville, TN, United States
| | - Sherry Cox
- Department of Biomedical and Diagnostic Sciences, College of Veterinary Medicine, University of Tennessee, Knoxville, Knoxville, TN, United States
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12
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Green TP, Binns HJ, Wu H, Ariza AJ, Perrin EM, Quadri M, Hornik CP, Cohen‐Wolkowiez M. Estimation of Body Fat Percentage for Clinical Pharmacokinetic Studies in Children. Clin Transl Sci 2021; 14:509-517. [PMID: 33142010 PMCID: PMC7993323 DOI: 10.1111/cts.12896] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 08/31/2020] [Indexed: 12/19/2022] Open
Abstract
Obesity is a prevalent childhood condition and the degree of adiposity appears likely to be an important covariate in the pharmacokinetics (PKs) of many drugs. We undertook these studies to facilitate the evaluation and, where appropriate, quantification of the covariate effect of body fat percentage (BF%) on PK parameters in children. We examined two large databases to determine the values and variabilities of BF% in children with healthy body weights and in those with obesity, comparing the accuracy and precision of BF% estimation by both clinical methods and demographically derived techniques. Additionally, we conducted simulation studies to evaluate the utility of the several methods for application in clinical trials. BF% was correlated with body mass index (BMI), but was highly variable among both children with healthy body weights and those with obesity. Bio-impedance and several demographically derived techniques produced mean estimates of BF% that differed from dual x-ray absorptiometry by < 1% (accuracy) and a SD of 5% or less (precision). Simulation studies confirmed that when the differences in precision among the several methods were small compared with unexplained between-subject variability of a PK parameter, the techniques were of similar value in assessing the contribution of BF%, if any, as a covariate for that PK parameter. The combination of sex and obesity stage explained 68% of the variance of BF% with BMI. The estimation of BF% from sex and obesity stage can routinely be applied to PK clinical trials to evaluate the contribution of BF% as a potential covariate.
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Affiliation(s)
- Thomas P. Green
- Department of PediatricsAnn & Robert H. Lurie Children's Hospital of Chicago and Feinberg School of MedicineNorthwestern UniversityChicagoIllinoisUSA
| | - Helen J. Binns
- Department of PediatricsAnn & Robert H. Lurie Children's Hospital of Chicago and Feinberg School of MedicineNorthwestern UniversityChicagoIllinoisUSA
- Center on Obesity Management and PreventionStanley Manne Children's Research InstituteChicagoIllinoisUSA
- Department of Preventive MedicineFeinberg School of MedicineNorthwestern UniversityChicagoIllinoisUSA
| | - Huali Wu
- Duke Clinical Research InstituteDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Adolfo J. Ariza
- Department of PediatricsAnn & Robert H. Lurie Children's Hospital of Chicago and Feinberg School of MedicineNorthwestern UniversityChicagoIllinoisUSA
- Center on Obesity Management and PreventionStanley Manne Children's Research InstituteChicagoIllinoisUSA
| | - Eliana M. Perrin
- Duke Center for Childhood Obesity Research and Division of Primary CareDepartment of PediatricsDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Maheen Quadri
- Department of PediatricsAnn & Robert H. Lurie Children's Hospital of Chicago and Feinberg School of MedicineNorthwestern UniversityChicagoIllinoisUSA
- Center on Obesity Management and PreventionStanley Manne Children's Research InstituteChicagoIllinoisUSA
| | - Christoph P. Hornik
- Duke Clinical Research InstituteDuke University School of MedicineDurhamNorth CarolinaUSA
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13
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Erstad BL, Barletta JF. Drug dosing in the critically ill obese patient: a focus on medications for hemodynamic support and prophylaxis. Crit Care 2021; 25:77. [PMID: 33622380 PMCID: PMC7901103 DOI: 10.1186/s13054-021-03495-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 02/08/2021] [Indexed: 12/29/2022] Open
Abstract
Medications used for supportive care or prophylaxis constitute a significant portion of drug utilization in the intensive care unit. Evidence-based guidelines are available for many aspects of supportive care but drug doses listed are typically for patients with normal body habitus and not morbid obesity. Failure to account for the pharmacokinetic changes that occur with obesity can lead to an incorrect dose and treatment failure or toxicity. This paper is intended to help clinicians design initial dosing regimens in critically ill obese patients for medications commonly used for hemodynamic support or prophylaxis. A detailed literature search of medications used for supportive care or prophylaxis listed in practice guidelines was conducted with an emphasis on obesity, pharmacokinetics and dosing. Relevant manuscripts were reviewed and strategies for dosing are provided. For medications used for hemodynamic support, a similar strategy can be used as in non-obese patients. Similarly, medications for stress ulcer prophylaxis do not need to be adjusted. Anticoagulants for venous thromboembolism prophylaxis, on the other hand, require an individualized approach where higher doses are necessary.
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Affiliation(s)
- Brian L Erstad
- Department of Pharmacy Practice and Science, College of Pharmacy, University of Arizona, 1295 N Martin Ave, PO Box 210202, Tucson, AZ, 85721, USA
| | - Jeffrey F Barletta
- Department of Pharmacy Practice, College of Pharmacy, Midwestern University, 19555 N 59th Ave, Glendale, AZ, 85308, USA.
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14
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Zarezadeh M, Saedisomeolia A, Shekarabi M, Khorshidi M, Emami MR, Müller DJ. The effect of obesity, macronutrients, fasting and nutritional status on drug-metabolizing cytochrome P450s: a systematic review of current evidence on human studies. Eur J Nutr 2020; 60:2905-2921. [PMID: 33141242 DOI: 10.1007/s00394-020-02421-y] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Accepted: 10/19/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND Cytochrome P450s (CYPs) are a class of hemoproteins involved in drug metabolism. It has been reported that body composition, proportion of dietary macronutrients, fasting and nutritional status can interfere with the activity of drug-metabolizing CYPs. OBJECTIVES The present systematic review was conducted to summarize the effect of obesity, weight reduction, macronutrients, fasting and malnutrition on the CYP-mediated drug metabolism. METHODS PubMed (Medline), Scopus, Embase and Cochrane Library databases and Google Scholar were searched up to June 2020 to obtain relevant studies. The PRISMA guidelines were employed during all steps. Two reviewers independently extracted the information from the included studies. Studies investigating CYPs activity directly or indirectly through pharmacokinetics of probe drugs, were included. Increase in clearance (CL) or decrease in elimination half-life (t½) and area under the curve (AUC) of probe drugs were considered as increase in CYPs activity. RESULTS A total of 6545 articles were obtained through searching databases among which 69 studies with 126 datasets fully met the inclusion criteria. The results indicated that obesity might decrease the activity of CYP3A4/5, CYP1A2 and CYP2C9 and increase the activity of CYP2E1. The effect of obesity on CYP2D6 is controversial. Also, weight loss increased CYP3A4 activity. Moreover, CYP1A2 activity was decreased by high carbohydrate diet, increased by high protein diet and fasting and unchanged by malnutrition. The activity of CYP2C19 was less susceptible to alterations compared to other CYPs. CONCLUSION The activity of drug-metabolizing CYPs are altered by body composition, dietary intake and nutritional status. This relationship might contribute to drug toxicity or reduce treatment efficacy and influence cost-effectiveness of medical care.
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Affiliation(s)
- Meysam Zarezadeh
- Department of Clinical Nutrition, Student Research Committee, Nutrition Research Center, Faculty of Nutrition and Food Science, Tabriz University of Medical Science, Tabriz, Iran
| | - Ahmad Saedisomeolia
- Department of Cellular and Molecular Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran. .,School of Medicine, Western Sydney University, Sydney, NSW, 2560, Australia.
| | - Mahoor Shekarabi
- Faculty of Medical Sciences and Technologies, Science and Research Branch, Azad University, Tehran, Iran
| | - Masoud Khorshidi
- Student's Research Committee, Department of Nutrition, School of Public Health, Iran University of Medical Sciences, Tehran, Iran
| | - Mohammad Reza Emami
- Department of Clinical Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Daniel J Müller
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Pharmacogenetic Research Clinic, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada
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15
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Wu F, Zhou Y, Li L, Shen X, Chen G, Wang X, Liang X, Tan M, Huang Z. Computational Approaches in Preclinical Studies on Drug Discovery and Development. Front Chem 2020; 8:726. [PMID: 33062633 PMCID: PMC7517894 DOI: 10.3389/fchem.2020.00726] [Citation(s) in RCA: 106] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2020] [Accepted: 07/14/2020] [Indexed: 12/11/2022] Open
Abstract
Because undesirable pharmacokinetics and toxicity are significant reasons for the failure of drug development in the costly late stage, it has been widely recognized that drug ADMET properties should be considered as early as possible to reduce failure rates in the clinical phase of drug discovery. Concurrently, drug recalls have become increasingly common in recent years, prompting pharmaceutical companies to increase attention toward the safety evaluation of preclinical drugs. In vitro and in vivo drug evaluation techniques are currently more mature in preclinical applications, but these technologies are costly. In recent years, with the rapid development of computer science, in silico technology has been widely used to evaluate the relevant properties of drugs in the preclinical stage and has produced many software programs and in silico models, further promoting the study of ADMET in vitro. In this review, we first introduce the two ADMET prediction categories (molecular modeling and data modeling). Then, we perform a systematic classification and description of the databases and software commonly used for ADMET prediction. We focus on some widely studied ADMT properties as well as PBPK simulation, and we list some applications that are related to the prediction categories and web tools. Finally, we discuss challenges and limitations in the preclinical area and propose some suggestions and prospects for the future.
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Affiliation(s)
- Fengxu Wu
- Key Laboratory of Big Data Mining and Precision Drug Design of Guangdong Medical University, Research Platform Service Management Center, Dongguan, China
- Key Laboratory of Pesticide & Chemical Biology, Ministry of Education, College of Chemistry, Central China Normal University, Wuhan, China
| | - Yuquan Zhou
- Key Laboratory of Big Data Mining and Precision Drug Design of Guangdong Medical University, Research Platform Service Management Center, Dongguan, China
- The Second School of Clinical Medicine, Guangdong Medical University, Dongguan, China
| | - Langhui Li
- Key Laboratory of Big Data Mining and Precision Drug Design of Guangdong Medical University, Research Platform Service Management Center, Dongguan, China
- Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, School of Pharmacy, Guangdong Medical University, Dongguan, China
| | - Xianhuan Shen
- Key Laboratory of Big Data Mining and Precision Drug Design of Guangdong Medical University, Research Platform Service Management Center, Dongguan, China
- Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, School of Pharmacy, Guangdong Medical University, Dongguan, China
| | - Ganying Chen
- Key Laboratory of Big Data Mining and Precision Drug Design of Guangdong Medical University, Research Platform Service Management Center, Dongguan, China
- The Second School of Clinical Medicine, Guangdong Medical University, Dongguan, China
| | - Xiaoqing Wang
- Key Laboratory of Big Data Mining and Precision Drug Design of Guangdong Medical University, Research Platform Service Management Center, Dongguan, China
- Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, School of Pharmacy, Guangdong Medical University, Dongguan, China
| | - Xianyang Liang
- Key Laboratory of Big Data Mining and Precision Drug Design of Guangdong Medical University, Research Platform Service Management Center, Dongguan, China
- The Second School of Clinical Medicine, Guangdong Medical University, Dongguan, China
| | - Mengyuan Tan
- Key Laboratory of Big Data Mining and Precision Drug Design of Guangdong Medical University, Research Platform Service Management Center, Dongguan, China
- Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, School of Pharmacy, Guangdong Medical University, Dongguan, China
| | - Zunnan Huang
- Key Laboratory of Big Data Mining and Precision Drug Design of Guangdong Medical University, Research Platform Service Management Center, Dongguan, China
- Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, School of Pharmacy, Guangdong Medical University, Dongguan, China
- Marine Biomedical Research Institute of Guangdong Zhanjiang, Zhanjiang, China
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16
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Dosage adjustment in obese children, even for common drugs, is largely unclear and a treat-to-effect approach may work best. DRUGS & THERAPY PERSPECTIVES 2020. [DOI: 10.1007/s40267-020-00734-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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17
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Ameer B, Weintraub MA. Dosing Common Medications in Hospitalized Pediatric Patients with Obesity: A Review. Obesity (Silver Spring) 2020; 28:1013-1022. [PMID: 32441477 DOI: 10.1002/oby.22739] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Accepted: 12/17/2019] [Indexed: 12/31/2022]
Abstract
Medication management in children and adolescents with obesity is challenging because both developmental and pathophysiological changes may impact drug disposition and response. Evidence to date indicates an effect of obesity on drug disposition for certain drugs used in this population. This work identified published studies evaluating drug dosing, pharmacokinetics (PK), and effect in pediatric patients with obesity, focusing on 70 common medications used in a pediatric network of 42 US medical centers. A PubMed search revealed 33 studies providing PK and/or effectiveness data for 23% (16 of 70) of medications, 44% of which have just one study and can be considered exploratory. This work appraising 4 decades of literature shows several promising approaches: greater use of PK models applied to prospective clinical studies, dosing recommendations derived from both PK and safety, and multiyear effectiveness data on drugs for chronic conditions (e.g., asthma). Most studies make dose recommendations but are weakened by retrospective study design, small study populations, and no controls or historic controls. Dosing decisions continue to rely on extrapolating knowledge, including targeting systemic drug exposure typically achieved in adults. Optimal weight-based dosing strategies vary by drug and warrant prospective, controlled studies incorporating PK and modeling and simulation to complement clinical assessment.
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Affiliation(s)
- Barbara Ameer
- Department of Medicine, Robert Wood Johnson Medical School, Rutgers University, New Brunswick, New Jersey, USA
| | - Michael A Weintraub
- Department of Medicine, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania, USA
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18
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Abstract
Pharmacogenetics is a key component of precision medicine. Genetic variation in drug metabolism enzymes can lead to variable exposure to drugs and metabolites, potentially leading to inefficacy and drug toxicity. Although the evidence for pharmacogenetic associations in children is not as extensive as for adults, there are several drugs across diverse therapeutic areas with robust pediatric data indicating important, and relatively common, drug-gene interactions. Guidelines to assist gene-based dose optimization are available for codeine, thiopurine drugs, selective serotonin reuptake inhibitors, atomoxetine, tacrolimus, and voriconazole. For each of these drugs, there is an opportunity to clinically implement precision medicine approaches with children for whom genetic test results are known or are obtained at the time of prescribing. For many more drugs that are commonly used in pediatric patients, additional investigation is needed to determine the genetic factors influencing appropriate dose.
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Affiliation(s)
- Laura B Ramsey
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio 45267, USA
- Divisions of Research in Patient Services and Clinical Pharmacology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio 45229, USA
| | - Jacob T Brown
- Department of Pharmacy Practice and Pharmaceutical Sciences, University of Minnesota College of Pharmacy, Duluth, Minnesota 55812, USA
| | - Susan I Vear
- Department of Hematology & Oncology, Nationwide Children's Hospital, Columbus, Ohio 43205, USA
| | - Jeffrey R Bishop
- Department of Experimental and Clinical Pharmacology, University of Minnesota College of Pharmacy, and Department of Psychiatry, University of Minnesota Medical School, Minneapolis, Minnesota 55455, USA
| | - Sara L Van Driest
- Departments of Pediatrics and Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee 37232, USA;
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19
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Bernal CJ, Aka I, Carroll RJ, Coco JR, Lima JJ, Acra SA, Roden DM, Van Driest SL. CYP2C19 Phenotype and Risk of Proton Pump Inhibitor-Associated Infections. Pediatrics 2019; 144:e20190857. [PMID: 31699831 PMCID: PMC6889971 DOI: 10.1542/peds.2019-0857] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/22/2019] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVES Proton pump inhibitors (PPIs) are often used in pediatrics to treat common gastrointestinal disorders, and there are growing concerns for infectious adverse events. Because CYP2C19 inactivates PPIs, genetic variants that increase CYP2C19 function may decrease PPI exposure and infections. We tested the hypothesis that CYP2C19 metabolizer phenotypes are associated with infection event rates in children exposed to PPIs. METHODS This retrospective biorepository cohort study included individuals aged 0 to 36 months at the time of PPI exposure. Respiratory tract and gastrointestinal tract infection events were identified by using International Classification of Diseases codes in the year after the first PPI mention. Variants defining CYP2C19 *2, *3, *4, *8, *9, and *17 were genotyped, and all individuals were classified as CYP2C19 poor or intermediate, normal metabolizers (NMs), or rapid or ultrarapid metabolizers (RM/UMs). Infection rates were compared by using univariate and multivariate analyses. RESULTS In all, 670 individuals were included (median age 7 months; 44% girls). CYP2C19 NMs (n = 267; 40%) had a higher infection rate than RM/UMs (n = 220; 33%; median 2 vs 1 infections per person per year; P = .03). There was no difference between poor or intermediate (n = 183; 27%) and NMs. In multivariable analysis of NMs and RM/UMs adjusting for age, sex, PPI dose, and comorbidities, CYP2C19 metabolizer status remained a significant risk factor for infection events (odds ratio 0.70 [95% confidence interval 0.50-0.97] for RM/UMs versus NMs). CONCLUSIONS PPI therapy is associated with higher infection rates in children with normal CYP2C19 function than in those with increased CYP2C19 function, highlighting this adverse effect of PPI therapy and the relevance of CYP2C19 genotypes to PPI therapeutic decision-making.
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Affiliation(s)
| | | | | | | | - John J Lima
- Center for Pharmacogenomics and Translational Research, Nemours Children's Health System, Jacksonville, Florida
| | | | - Dan M Roden
- Biomedical Informatics
- Medicine, and Pharmacology, Vanderbilt University Medical Center, Nashville, Tennessee; and
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20
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Kyler KE, Wagner J, Hosey-Cojocari C, Watt K, Shakhnovich V. Drug Dose Selection in Pediatric Obesity: Available Information for the Most Commonly Prescribed Drugs to Children. Paediatr Drugs 2019; 21:357-369. [PMID: 31432433 PMCID: PMC7681556 DOI: 10.1007/s40272-019-00352-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Obesity rates continue to rise in children, and little guidance exists regarding the need for adjustment away from total body weight-based doses for those prescribing drugs to this population of children. A majority of drugs prescribed to children with obesity result in either sub-therapeutic or supra-therapeutic concentrations, placing these children at risk for treatment failure and drug toxicities. In this review, we highlight available obesity-specific pharmacokinetic and dosing information for the most frequently prescribed drugs to children in the inpatient and outpatient clinical settings. We also comment on available dosing recommendations for drugs prescribed to treat common pediatric obesity-related comorbidities. This review highlights that there is no safe or proven 'rule of thumb,' for dosing drugs for children with obesity, and a striking lack of pharmacokinetic data to support the creation of dosing guidelines for children with obesity for the most commonly prescribed drugs. It is important that those prescribing for children with obesity are aware of these gaps in knowledge and of potential drug treatment failure or adverse events related to drug toxicity as a result of these knowledge gaps. Until more data are available, we recommend close monitoring of drug response and adverse events in children with obesity receiving commonly prescribed drugs.
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Affiliation(s)
- Kathryn E Kyler
- Children's Mercy Kansas City, 2401 Gillham Rd., Kansas City, MO, 64108, USA.
- University of Missouri Kansas City School of Medicine, Kansas City, MO, USA.
| | - Jonathan Wagner
- Children's Mercy Kansas City, 2401 Gillham Rd., Kansas City, MO, 64108, USA
- University of Missouri Kansas City School of Medicine, Kansas City, MO, USA
| | | | - Kevin Watt
- Duke University Medical Center, Durham, NC, USA
| | - Valentina Shakhnovich
- Children's Mercy Kansas City, 2401 Gillham Rd., Kansas City, MO, 64108, USA
- University of Missouri Kansas City School of Medicine, Kansas City, MO, USA
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21
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Shakhnovich V, Hornik CP, Kearns GL, Weigel J, Abdel‐Rahman SM. How to Conduct Clinical Trials in Children: A Tutorial. Clin Transl Sci 2019; 12:218-230. [PMID: 30657253 PMCID: PMC6510379 DOI: 10.1111/cts.12615] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Accepted: 12/15/2018] [Indexed: 12/16/2022] Open
Abstract
Despite a growing interest in, and commitment to, implementing pediatric clinical trials, approximately one in every five trials in children fails because of inappropriate study design, suboptimal experiment planning, or inadequate participant enrollment. This tutorial, presented from the perspectives of seasoned pediatric investigators, an experienced research coordinator, and an established pediatric clinical trials network, is designed to provide practical guidance for successfully implementing pediatric clinical trials at an academic center or another comparable institution.
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Affiliation(s)
- Valentina Shakhnovich
- Children's Mercy Kansas CityKansas CityMissouriUSA
- University of Missouri‐Kansas City School of MedicineKansas CityMissouriUSA
| | | | | | | | - Susan M. Abdel‐Rahman
- Children's Mercy Kansas CityKansas CityMissouriUSA
- University of Missouri‐Kansas City School of MedicineKansas CityMissouriUSA
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22
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Zimmerman KO, Benjamin DK, Becker ML, Anand R, Hornik CP. Product Labeling of Drugs Commonly Administered to Children and Adults with Obesity. PHARMACEUTICAL REGULATORY AFFAIRS : OPEN ACCESS 2019; 8:219. [PMID: 37220561 PMCID: PMC10201954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Obesity is a major public health problem that can affect drug disposition and dosing, particularly in vulnerable pediatric populations. Despite potentially detrimental consequences from inappropriately dosed drugs in children with obesity, drug product labels largely fail to include dosing or guidance specific to this population. Failure to include this information results in an increased incidence of adverse events, and concerns from treating physicians regarding their ability to provide appropriate care for children with obesity. Using data from the National Institute of Child Health and Human Development-funded Pediatric Trials Network (PTN), we explore possible ways to improve drug labeling in children with obesity. In order to improve health outcomes of children with obesity, carefully designed and executed PK trials and comprehensive PK analysis strategies are needed. Early collaboration with the Food and Drug Administration may be helpful in developing studies and analyses that are most beneficial for child health. This collaboration is particularly important for drugs that treat potentially life-threatening diseases, where inclusion of PK and dosing on the drug label is vital. We hope that increasing the body of knowledge on drug dosing in children with obesity will open the door to regulatory guidance based on extrapolation or population-specific PK studies, similar to other currently-recognized special populations. Given the magnitude of the pediatric obesity pandemic, recognition as a special population will offer substantial public health value.
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Affiliation(s)
- Kanecia O. Zimmerman
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC
- Department of Pediatrics, Duke University School of Medicine, Durham, NC
| | - Daniel K. Benjamin
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC
- Department of Pediatrics, Duke University School of Medicine, Durham, NC
| | - Mara L. Becker
- Department of Pediatrics, University of Missouri-Kansas City, Kansas City, MO
| | | | - Christoph P. Hornik
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC
- Department of Pediatrics, Duke University School of Medicine, Durham, NC
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23
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McLaughlin MJ, Wagner J, Shakhnovich V, Carleton B, Leeder JS. Considerations for Implementing Precision Therapeutics for Children. Clin Transl Sci 2019; 12:140-150. [PMID: 30516322 PMCID: PMC6440566 DOI: 10.1111/cts.12607] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2017] [Accepted: 11/13/2018] [Indexed: 12/12/2022] Open
Abstract
Improving the utilization of pharmacologic agents in the pediatric population yields significant, perhaps life‐long, benefits. Genetic factors related to the disposition of a medication or an alteration at the target receptor site contributes to the observed variability of exposure and response between individuals. An additional source of this variability specific to the pediatric population is ontogeny, where age‐specific changes during development may require dose adjustments to obtain the same levels of drug exposure and response. With significant improvements in characterizing both the ontogeny and genetic contributions of drug metabolizing enzymes, the time is right to begin placing more emphasis on response rather than only the dose‐exposure relationship. The amount of drug target receptors and the relative affinity for binding at that target site may require different levels of systemic exposure to achieve a desired response. Concentration‐controlled studies can identify the needed exposure for a response at the drug target, the level of expression of the target site in an individual patient, and the tools required to individualize response. Although pediatrics represents a large spectrum of growth and development, developing tools to improve drug delivery for each individual patient across the spectrum of the ages treated by clinicians remains valuable.
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Affiliation(s)
| | | | | | - Bruce Carleton
- BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada
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24
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Shakhnovich V, Abdel-Rahman S, Friesen CA, Weigel J, Pearce RE, Gaedigk A, Leeder JS, Kearns GL. Lean body weight dosing avoids excessive systemic exposure to proton pump inhibitors for children with obesity. Pediatr Obes 2019; 14:10.1111/ijpo.12459. [PMID: 30257076 PMCID: PMC6309791 DOI: 10.1111/ijpo.12459] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2018] [Revised: 05/30/2018] [Accepted: 06/15/2018] [Indexed: 01/09/2023]
Abstract
BACKGROUND Children with obesity are more likely to suffer gastroesophageal reflux disease, requiring acid-suppression therapy with proton pump inhibitors (PPIs) and no guidelines regarding dosing. OBJECTIVE To prospectively evaluate lean-body-weight-based (LBW) dosing of the PPI pantoprazole for children with and without obesity. METHODS Methods: Sixty-two children (6-17 years) received a one-time oral dose of liquid pantoprazole (1.2 mg kg-1 LBW). Plasma pantoprazole concentrations were measured at 10 time points over 8 h and pharmacokinetic (PK) profiles generated using non-compartmental techniques, in order to compare PK parameters of interest between children with and without obesity, while accounting for CYP2C19 genotype. RESULTS Adjusted for milligram-per-kilogram total body weight (TBW) pantoprazole received, apparent drug clearance (CL/F) was reduced 50% in children with vs. without obesity (p=0.03). LBW-based dosing compensated for this reduction in CL/F (p = 0.15). CONCLUSION To achieve comparable systemic PPI exposures for children with and without obesity, we recommend using LBW, rather than TBW-based dosing for pantoprazole.
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Affiliation(s)
- Valentina Shakhnovich
- Devision of Clinical Pharmacology, Toxicology and Therapeutic Innovation, The Children’s Mercy Hospital; Kansas City, MO,Division of Gastroenterology, Hepatology and Nutrition, The Children’s Mercy Hospital; Kansas City, MO
| | - Susan Abdel-Rahman
- Devision of Clinical Pharmacology, Toxicology and Therapeutic Innovation, The Children’s Mercy Hospital; Kansas City, MO
| | - Craig A. Friesen
- Division of Gastroenterology, Hepatology and Nutrition, The Children’s Mercy Hospital; Kansas City, MO
| | - Jaylene Weigel
- Devision of Clinical Pharmacology, Toxicology and Therapeutic Innovation, The Children’s Mercy Hospital; Kansas City, MO
| | - Robin E. Pearce
- Devision of Clinical Pharmacology, Toxicology and Therapeutic Innovation, The Children’s Mercy Hospital; Kansas City, MO
| | - Andrea Gaedigk
- Devision of Clinical Pharmacology, Toxicology and Therapeutic Innovation, The Children’s Mercy Hospital; Kansas City, MO
| | - J. Steven Leeder
- Devision of Clinical Pharmacology, Toxicology and Therapeutic Innovation, The Children’s Mercy Hospital; Kansas City, MO
| | - Gregory L. Kearns
- Section of Clinical Pharmacology and Toxicology; Arkansas Children’s Hospital; Little Rock, AR
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Shakhnovich V, Brian Smith P, Guptill JT, James LP, Collier DN, Wu H, Livingston CE, Zhao J, Kearns GL, Cohen-Wolkowiez M. A Population-Based Pharmacokinetic Model Approach to Pantoprazole Dosing for Obese Children and Adolescents. Paediatr Drugs 2018; 20:483-495. [PMID: 30097906 PMCID: PMC6178956 DOI: 10.1007/s40272-018-0305-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
BACKGROUND AND AIMS Pharmacokinetic data for proton pump inhibitors (PPIs), acid-suppression drugs commonly prescribed to children, are lacking for obese children who are at greatest risk for acid-related disease. In a recent multi-center investigation, we demonstrated decreased, total body weight adjusted, apparent clearance (CL/F) of the PPI pantoprazole for obese children compared with their non-obese peers. Subsequently, we developed a population-based pharmacokinetic (PopPK) model to characterize pantoprazole disposition and evaluated appropriate pantoprazole dosing strategies for obese pediatric patients, using simulation. METHODS Pharmacokinetic data from the only prospective study of PPIs in obese children (aged 6-17 years; n = 40) included 273 pantoprazole and 256 pantoprazole-sulfone plasma concentrations, after single oral-dose administration, and were used for pantoprazole model development and covariate analysis (NONMEM®). Model evaluation was performed via bootstrapping and predictive checks, and the final model was applied to simulate systemic pantoprazole exposures for common dosing scenarios. RESULTS A two-compartment PopPK model, which included CYP2C19 genotype and total body weight, provided the best fit. Resultant, typical, weight-normalized pantoprazole parameter estimates were different than previously reported for children or adults, with significantly reduced pantoprazole CL/F for obese children. Of the dosing scenarios evaluated, the weight-tiered approach, approved by the US Food and Drug Administration, achieved pantoprazole exposures [area under the curve (AUC0-∞)] within ranges previously reported as therapeutic, without over- or under-prediction for obese children. CONCLUSIONS Our data argue against empiric dose escalation of PPIs for obese children and support current FDA-approved pediatric weight-tiered dosing for pantoprazole; however, 3- to 5-fold inter-individual variability in pantoprazole AUC0-∞ remained using this dosing approach.
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Affiliation(s)
- Valentina Shakhnovich
- The Children's Mercy Hospital, Kansas City, MO, USA.
- University of Missouri-Kansas City School of Medicine, Kansas City, USA.
| | | | | | | | | | - Huali Wu
- Duke Clinical Research Institute, Durham, NC, USA
| | | | - Jian Zhao
- The Emmes Corporation, Rockville, MD, USA
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26
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Friesen JHP. Pantoprazole pharmacokinetics in obese children: normalized to lean or ideal weight? J Pediatr 2018; 198:327. [PMID: 29681449 DOI: 10.1016/j.jpeds.2018.02.066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Accepted: 02/27/2018] [Indexed: 10/17/2022]
Affiliation(s)
- John H P Friesen
- Department of Anesthesia and Perioperative Medicine University of Manitoba Winnipeg, Manitoba, Canada
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27
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Shakhnovich V, Smith PB, Wu H, Cohen-Wolkowiez M, Kearns GL. Reply. J Pediatr 2018; 198:327-328. [PMID: 29680472 PMCID: PMC7704112 DOI: 10.1016/j.jpeds.2018.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Affiliation(s)
- Valentina Shakhnovich
- Division of Gastroenterology, Hepatology and Nutrition, Division of
Clinical Pharmacology, Toxicology and Therapeutic Innovation, The
Children’s Mercy Hospital, Kansas City, Missouri
| | - P Brian Smith
- Department of Pediatrics Division of Neonatal-Perinatal Medicine Duke Clinical Research Institute Durham, North Carolina
| | - Huali Wu
- Department of Pediatrics Division of Neonatal-Perinatal Medicine Duke Clinical Research Institute Durham, North Carolina
| | - Michael Cohen-Wolkowiez
- Department of Pediatrics Division of Neonatal-Perinatal Medicine Duke Clinical Research Institute Durham, North Carolina
| | - Gregory L Kearns
- Department of Pediatrics University of Arkansas for Medical Sciences Section of Clinical Pharmacology and Toxicology Arkansas Children's Hospital Little Rock, Arkansas
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28
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Peng T, Hu Z, Zheng H, Zhen J, Ma C, Yang X. Pantoprazole-induced acute kidney injury: A case report. Exp Ther Med 2018; 15:5302-5306. [PMID: 29805547 PMCID: PMC5958704 DOI: 10.3892/etm.2018.6088] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Accepted: 02/16/2018] [Indexed: 12/12/2022] Open
Abstract
The present study reports a case of pantoprazole-induced acute kidney disease. The patient was diagnosed with acute kidney injury with wide interstitial inflammation and eosinophil infiltration. Following 1 month of glucocorticoid therapy, the patient's serum creatinine and urea nitrogen decreased to within normal ranges. The presentation, clinical course, diagnosis and prognosis of pantoprazole-induced acute kidney injury are discussed herein to highlight the importance of early and correct diagnosis for good prognosis. Disease characteristics include short-term increased serum creatinine levels that respond to glucocorticoid treatment. The patient had no history of chronic kidney disease or proteinuria and presented with increased serum creatinine following treatment with pantoprazole. Following the end of pantoprazole treatment, short-term RRT and long-term prednisolone was administered, then serum creatinine returned to normal. Pantoprazole-induced acute kidney injury is commonly misdiagnosed and late diagnosis results in poor patient prognoses. Misdiagnosis leads to the administration of treatments that may exacerbate the condition, so appropriate diagnosis and treatment for pantoprazole-induced acute kidney injury is necessary.
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Affiliation(s)
- Tao Peng
- Department of Nephrology, Shandong University Qilu Hospital, Jinan, Shandong 250012, P.R. China
| | - Zhao Hu
- Department of Nephrology, Shandong University Qilu Hospital, Jinan, Shandong 250012, P.R. China
| | - Hongnan Zheng
- Department of Nephrology, Jinan Third People's Hospital, Jinan, Shandong 250010, P.R. China
| | - Junhui Zhen
- Department of Pathology, Shandong University Qilu Hospital, Jinan, Shandong 250012, P.R. China
| | - Chengjun Ma
- Department of Nephrology, Shandong University Qilu Hospital, Jinan, Shandong 250012, P.R. China
| | - Xiangdong Yang
- Department of Nephrology, Shandong University Qilu Hospital, Jinan, Shandong 250012, P.R. China
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