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Solomon D, Gaines D, Peterson LK. Levetiracetam pharmacokinetics in venovenous extracorporeal membrane oxygenation: A case report. Perfusion 2024:2676591241268422. [PMID: 39052820 DOI: 10.1177/02676591241268422] [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: 07/27/2024]
Abstract
This case report describes the pharmacokinetics of levetiracetam in a critically ill patient supported on venovenous membrane oxygenation. While levetiracetam has emerged as a first line option to treat seizures in critically ill patients, there is limited information available regarding the impact of extracorporeal membrane oxygenation on the pharmacokinetics of this medication. This report contributes to the limited body of literature describing the pharmacokinetics of medications in extracorporeal membrane oxygenation.
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Affiliation(s)
- Diana Solomon
- Department of Pharmacy, Cooper University Healthcare, Camden, NJ, USA
| | - Devon Gaines
- Division of Critical Care Medicine, Cooper University Healthcare, Camden, NJ, USA
| | - Lars-Kristofer Peterson
- Division of Critical Care Medicine, Cooper University Healthcare, Camden, NJ, USA
- Departments of Medicine and Emergency Medicine, Cooper University Healthcare, Camden, NJ, USA
- Cooper Medical School of Rowan University, Camden, NJ, USA
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Alkhiyami DI, Higazy AS, Saad MO. A survey on the knowledge and attitudes of pharmacists towards the application of antimicrobial therapeutic drug monitoring and its challenges in Qatar. PLoS One 2024; 19:e0297699. [PMID: 38412165 PMCID: PMC10898731 DOI: 10.1371/journal.pone.0297699] [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: 09/26/2023] [Accepted: 01/11/2024] [Indexed: 02/29/2024] Open
Abstract
INTRODUCTION Therapeutic drug monitoring (TDM) is an integral part of pharmaceutical care. Antimicrobials are amongst the most commonly monitored medications. Therefore, identifying the gaps in antimicrobial pharmacokinetics and TDM knowledge and skills among pharmacists is crucial to optimize TDM application. RESEARCH QUESTION What is the current knowledge, attitudes and perceived barriers of pharmacists in Qatar towards the application of antimicrobial TDM? STUDY DESIGN Cross-sectional survey. METHODS The psychometric validation of the survey underwent 3 stages: domain identification and item generation, content validation, and pilot test. The survey was divided into 4 domains (participant characteristics, knowledge, attitudes, and perceived barriers). It was developed in Survey Monkey and distributed to all pharmacists in Hamad Medical Corporation (HMC) hospitals via email. Data was analyzed using IBM Statistical Package for the Social Sciences (SPSS). Categorical and quantitative variables were expressed as frequencies with percentages and medians with interquartile ranges, respectively. Mann-Whitney U-test was used to test the effect of demographic and professional parameters on the knowledge scores. P values less than 0.05 were considered significant. RESULTS Forty-nine responses were collected. The median age of respondents was 34 years and 51% of them were males. Most respondents were clinical pharmacists (47%). On average, 44% of knowledge questions were correct, whereas 32% were incorrect and 23% were not sure of the answer. The median knowledge score was 5 out of 10 (interquartile range 2.5-6). Participants with post-graduate degrees or prior pharmacokinetic training showed trends towards higher knowledge scores. Online pharmacokinetics calculators were the most frequently used dose adjustment method. The top perceived barriers for the implementation of antimicrobial TDM were lack of knowledge and lack of educational sessions. CONCLUSIONS Albeit pharmacists in Qatar had modest level of knowledge about antimicrobial TDM, they had positive attitudes towards TDM and its implications in the clinical practice. Future plans should include providing TDM-related education activities.
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Affiliation(s)
- Dania Ihsan Alkhiyami
- Clinical Pharmacy Department, Al-Wakra Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Alya Salah Higazy
- Clinical Pharmacy Department, Al-Wakra Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Mohamed Omar Saad
- Clinical Pharmacy Department, Al-Wakra Hospital, Hamad Medical Corporation, Doha, Qatar
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3
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Zimmerman KO, Wu H, Maharaj A, Turner A, Chen JY, Hornik CD, Arnold S, Muller W, Al-Uzri A, Meyer M, Shiloh-Malawsky Y, Taravath S, Lakhotia A, Joshi C, Jackman J, Hornik CP. Pharmacokinetics and Proposed Dosing of Levetiracetam in Children With Obesity. J Pediatr Pharmacol Ther 2023; 28:693-703. [PMID: 38094673 PMCID: PMC10715382 DOI: 10.5863/1551-6776-28.8.693] [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: 11/03/2022] [Accepted: 01/26/2023] [Indexed: 02/01/2024]
Abstract
OBJECTIVE Characterize levetiracetam pharmacokinetics (PK) in children with obesity to inform dosing. METHODS Children 2 to <21 years old receiving standard of care oral levetiracetam across two opportunistic studies provided blood samples. Levetiracetam plasma PK data were analyzed with a nonlinear mixed-effects modeling approach. Indirect measures for body size and covariates were tested for model inclusion. Individual empirical Bayesian estimates using the final model parameters were compared by obesity status. Monte Carlo simulation using total body weight was performed in children with normal estimated glomerular filtration rate to identify dosing for children with obesity that resulted in comparable exposures to normal weight adults and children after receiving label dosing. RESULTS The population PK model was developed from 341 plasma concentrations from 169 children. A 1-compartment model best fit the data with fat-free mass as a significant covariate. Compared with children with normal weight, children with obesity had significantly lower body weight-normalized clearance (median [range], 4.77 [1.49-10.44] and 3.71 [0.86-13.55] L/h/70 kg, respectively). After label dosing with the oral formulation in children with obesity 4 to <16 years old, maximum and minimum steady-state concentrations were higher (25% and 41%, respectively [oral solution] and 27% and 19%, respectively [tablet]) compared with children with normal weight. Comparable exposures between children with and without obesity were achieved with weight-tiered dosing regimens of <75 kg or ≥75 kg. CONCLUSIONS Weight-tiered dosing for levetiracetam oral solution and tablets for children with obesity 4 to <16 years old results in more comparable exposures to children of normal weight.
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Affiliation(s)
- Kanecia O. Zimmerman
- Department of Pediatrics (KOZ, CDH, CPH), Duke University Medical Center, Durham, NC
- Duke Clinical Research Institute (KOZ, HW, CDH, JJ, CPH), Duke University, Durham, NC
| | - Huali Wu
- Duke Clinical Research Institute (KOZ, HW, CDH, JJ, CPH), Duke University, Durham, NC
| | - Anil Maharaj
- Pharmaceutical Sciences (AM), The University of British Columbia, Vancouver, British Columbia, Canada
| | - Alex Turner
- Undergraduate Student (AT), North Carolina State University, Raleigh, NC
| | - Jia-Yuh Chen
- Senior Biostatistician (JYC), The EMMES Corporation, Rockville, MD
| | - Chi D. Hornik
- Department of Pediatrics (KOZ, CDH, CPH), Duke University Medical Center, Durham, NC
- Duke Clinical Research Institute (KOZ, HW, CDH, JJ, CPH), Duke University, Durham, NC
| | - Susan Arnold
- Department of Neurology and Neurotherapeutics (SA), University of Texas Southwestern Medical Center Dallas, Dallas, TX
| | - William Muller
- Infectious Disease (WM), Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL
| | - Amira Al-Uzri
- Pediatric Nephrology (AA-U), Oregon Health and Science University, Portland, OR
| | - Marisa Meyer
- Pediatric Critical Care (MM), Nemours Children’s Health, Wilmington, DE
| | - Yael Shiloh-Malawsky
- Department of Neurology (YS-M), University of North Carolina at Chapel Hill, Chapel Hill, NC
| | | | - Arpita Lakhotia
- Pediatric Neurology (AL), Norton Children’s Hospital and University of Louisville, Louisville, KY
| | - Charuta Joshi
- Pediatric Neurology (CJ), The Children’s Hospital Colorado, Aurora, CO
| | - Jennifer Jackman
- Duke Clinical Research Institute (KOZ, HW, CDH, JJ, CPH), Duke University, Durham, NC
| | - Christoph P. Hornik
- Department of Pediatrics (KOZ, CDH, CPH), Duke University Medical Center, Durham, NC
- Duke Clinical Research Institute (KOZ, HW, CDH, JJ, CPH), Duke University, Durham, NC
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Pattanaik S, Gota V, Tripathi SK, Kshirsagar NA. Therapeutic drug monitoring in India: A strength, weakness, opportunity and threats analysis. Br J Clin Pharmacol 2023; 89:3247-3261. [PMID: 37259249 DOI: 10.1111/bcp.15808] [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: 12/10/2022] [Revised: 04/25/2023] [Accepted: 05/09/2023] [Indexed: 06/02/2023] Open
Abstract
Over the last three to four decades, Therapeutic Drug Monitoring (TDM) has shaped itself as therapeutic drug management, an integral component of precision medicine. The practice of TDM is not extensive in India, despite being one of the fastest-growing economies in the world. It is currently limited to a few academic medical centres and teaching hospitals. Apart from the immunosuppressive drugs, several other therapeutic areas, such as anticancer, antifungal, antibiotic and antitubercular, have demonstrated great potential to improve patient outcomes in Indian settings. Factors such as the higher prevalence of nutritional deficiencies, tropical diseases, widespread use of alternative medicines, unalike pharmacogenomics and sparse population-specific data available on therapeutic ranges of several drugs make the population of this subcontinent unique regarding the relevance of TDM. Despite the impact of TDM in clinical science and its widespread application, TDM has failed to receive the attention it deserves in India. This review intends to bring out a strength, weakness, opportunity and threats (SWOT) analysis for TDM in India so that appropriate steps for fostering the growth of TDM could be envisioned. The need of the hour is the creation of a cooperative group including all the stakeholders, such as TDM professionals, clinicians and the government and devising a National Action Plan to strengthen TDM. Nodal TDM centres should be established, and pilot programmes should be rolled out to identify the thrust areas for TDM in the country, capacity building and creating awareness to integrate TDM into mainstream clinical medicine.
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Affiliation(s)
- Smita Pattanaik
- Clinical Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Vikram Gota
- Advanced Centre for Treatment Education and Research in Cancer, Tata Memorial Centre, Kharghar Navi Mumbai, India
- Homi Bhabha National Institute, Mumbai, India
| | | | - Nilima A Kshirsagar
- Clinical Pharmacology, Indian Council of Medical Research, New Delhi, India
- Seth Gordhandas Sunderdas, Medical College and King Edward Memorial Hospital, Mumbai, India
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Shi M, Liu C, He L, Wu H, Wu Y. Therapeutic drug monitoring and the therapeutic reference range of levetiracetam for Chinese patients: Problems and issues. Seizure 2023; 109:26-33. [PMID: 37192596 DOI: 10.1016/j.seizure.2023.05.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 05/09/2023] [Accepted: 05/11/2023] [Indexed: 05/18/2023] Open
Abstract
BACKGROUND Levetiracetam (LEV) is widely used in the clinical monotherapy or multi-drug combination treatment of seizures due to its good tolerability and efficacy. Due to a lack of large-scale clinical studies, the relationship between levetiracetam concentrations, disease activity and adverse is unclear, limiting the usefulness of therapeutic drug monitoring (TDM) based LEV plasma levels. This study was intended to investigate factors influencing the pharmacokinetics of and the appropriate reference range of LEV concentration using available LEV TDM data. METHODS A rapid, accurate and sensitive high-performance liquid chromatography-tandem mass spectrometry (HPLC-MS) method was established to determine LEV plasma concentrations. In this study, the levetiracetam plasma concentration monitoring data from 352 samples (taken from 248 patients) were used to explore the relationship between levetiracetam dose, age, combined administration with other antiseizure medications in patients with epilepsy. RESULTS Age and combined administration emerged as important affecting factors for the correlation of LEV concentration and dose. The correlation between concentration and dose was better in monotherapy. Combined administration may affect LEV concentration, especially when LEV is combined with oxcarbazepine, which might decrease the LEV concentration. CONCLUSION These findings emphasize the need to monitor LEV routinely LEV, especially among children and older adults when other antiseizure comedications are prescribed in the treatment regimen. LEV TDM is a well-established tool for the management of patients with epilepsy.
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Affiliation(s)
- Min Shi
- Department of Pharmacy, Hebei General Hospital, Shijiazhuang 050051, China; Graduate School, Hebei Medical University, Shijiazhuang 050017, China
| | - Chenxi Liu
- Graduate School, Hebei Medical University, Shijiazhuang 050017, China
| | - Lien He
- Department of Pharmacy, Hebei General Hospital, Shijiazhuang 050051, China
| | - Huizheng Wu
- Department of Pharmacy, Hebei General Hospital, Shijiazhuang 050051, China
| | - Yin Wu
- Department of Pharmacy, Hebei General Hospital, Shijiazhuang 050051, China; Graduate School, Hebei Medical University, Shijiazhuang 050017, China.
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Li Y, Wang ML, Guo Y, Cao YF, Zhao MM, Zhao LM. Population pharmacokinetics and dosing regimen optimization of levetiracetam in epilepsy during pregnancy. Br J Clin Pharmacol 2023; 89:1152-1161. [PMID: 36260320 DOI: 10.1111/bcp.15572] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 09/14/2022] [Accepted: 10/11/2022] [Indexed: 11/28/2022] Open
Abstract
AIMS The pharmacokinetics of levetiracetam (LEV) significantly changed during pregnancy. It is a great challenge to predict the adjusted doses of LEV to reach the preconception target concentrations. This study aimed to establish a population pharmacokinetic model of LEV in women with epilepsy (WWE) during pregnancy to analyse the factors of pharmacokinetic variability and to develop a model-based individualized dosing regimen. METHODS A total of 166 concentration-time points from 37 WWE during pregnancy treated with LEV were collected to analyse LEV pharmacokinetics with nonlinear mixed-effects modelling. The dosing regimen was optimized by Monte Carlo simulations based on the final model. RESULTS The LEV pharmacokinetics in pregnant WWE were best described by a 1-compartment model of first-order absorption and elimination. The population typical value of apparent clearance (CL/F) in the final model was estimated to be 3.82 L/h (95% confidence interval 3.283-4.357 L/h) with a relative standard error of 7.2%. Both total body weight (TBW) and trimester of pregnancy were significantly associated with LEV-CL/F during pregnancy; LEV-CL/F increased by 42.72% when TBW increased from 55 to 65 kg from the first trimester to the second trimester. Monte Carlo simulations showed that dosing regimens for LEV should be individualized based on the patient's TBW and trimester of pregnancy to maximize the likelihood of achieving the therapeutic range. CONCLUSION This first population pharmacokinetic study of LEV in WWE during pregnancy supports the use of a weight-based and pregnancy-based dosing regimen and can lay a foundation for further optimizing the individualized dosing regimens.
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Affiliation(s)
- Ying Li
- Department of Pharmacy, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Ming-Lu Wang
- Department of Pharmacy, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yang Guo
- Department of Neurology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yun-Feng Cao
- Shanghai Institute for Biomedical and Pharmaceutical Technologies, NHC Key Laboratory of Reproduction Regulation, Shanghai, China
| | - Ming-Ming Zhao
- Department of Pharmacy, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Li-Mei Zhao
- Department of Pharmacy, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
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Clinical value of therapeutic drug monitoring for levetiracetam in pediatric patients with epilepsy. Brain Dev 2023; 45:285-292. [PMID: 36759254 DOI: 10.1016/j.braindev.2023.01.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 01/26/2023] [Accepted: 01/28/2023] [Indexed: 02/09/2023]
Abstract
PURPOSE To identify pediatric patients who require therapeutic drug monitoring (TDM) of levetiracetam (LEV). METHODS We retrospectively investigated 2413 routine therapeutic drug monitoring data on serum LEV concentration from 1398 pediatric patients (age, 0-15 years). Samples were grouped by age (infants, < 1 year; preschool children, 1-5 years; primary school children, 6-11 years; and adolescents, 12-15 years), and the LEV concentration-to-dose (CD) ratio was calculated. RESULTS The mean CD ratio was highest in adolescents (analysis of variance, p < 0.001); 22.5 % and 15.7 % higher in adolescents than in preschool children and school children, respectively (Scheffé test, p < 0.001); and higher in infants than in preschool children. Preschool children had the lowest ratio and tended to show an increase in the ratio from age 2 to 5 years. Use of enzyme-inducing antiseizure medication reduced the CD ratio by 6.1 % in infants, 12.2 % in preschool children, 5.9 % in primary school children, and 9.4 % in adolescents. The mean CD ratio was 2.7 %, 26.9 %, and 39.3 % higher in preschool children, primary school children, and adolescents with defined chronic kidney disease (CKD) than in the respective age group of patients without CKD. The therapeutic concentration range for a long-term LEV therapy was 11 to 32 μg/mL. CONCLUSIONS LEV pharmacokinetics are significantly different between infant and preschool children, so TDM of LEV is clinically useful in these patients. In pediatric patients at higher risk for CKD, glomerular filtration rate and LEV levels should be carefully monitored.
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8
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Ha C, Lee HS, Joo EY, Shon YM, Hong SB, Seo DW, Lee SY. Levetiracetam Therapeutic Drug Monitoring in a Large Cohort of Korean Epileptic Patients. Pharmaceuticals (Basel) 2021; 14:ph14080826. [PMID: 34451923 PMCID: PMC8401685 DOI: 10.3390/ph14080826] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 08/12/2021] [Accepted: 08/19/2021] [Indexed: 12/04/2022] Open
Abstract
Levetiracetam is a new antiepileptic drug (AED) used for treating and preventing partial or generalized seizures. The usefulness of levetiracetam therapeutic drug monitoring (TDM) is related to inter- or intra-individual pharmacokinetic variability, drug interactions, and patient noncompliance. We aimed to investigate the levetiracetam TDM status in Korean epilepsy patients. Serum trough levetiracetam concentrations were measured using liquid chromatography–tandem mass spectrometry in 710 samples from 550 patients. The median (range) daily and weight-adjusted levetiracetam doses were 1500 (20–5000) mg and 25.5 (3.03–133.0) mg/kg, respectively. Patients on levetiracetam monotherapy constituted only 19.5% of the population, while 30.1% were on co-medication with valproate and 56.0% with enzyme-inducing AEDs (EIAEDs). Observed levetiracetam concentrations were widely distributed, ranging 0.8–95 mg/L, with a median of 17.3 mg/L. Levetiracetam concentrations were therapeutic, supra-therapeutic, and sub-therapeutic in 58.5% (n = 393), 11.6% (n = 78), and 29.9% (n = 201) of samples, respectively. There was a strong correlation between weight-adjusted levetiracetam dosage and concentrations (ρ = 0.6896, p < 0.0001). In this large-scale clinical study, a large inter-individual difference in levetiracetam pharmacokinetics was observed, and levetiracetam concentrations were influenced by EIAEDs. For individual dose adjustments and monitoring compliance, routine levetiracetam TDM is needed in epilepsy patients.
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Affiliation(s)
- Changhee Ha
- Samsung Medical Center, Department of Laboratory Medicine and Genetics, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul 06351, Korea; (C.H.); (H.-S.L.)
| | - Hyun-Seung Lee
- Samsung Medical Center, Department of Laboratory Medicine and Genetics, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul 06351, Korea; (C.H.); (H.-S.L.)
| | - Eun Yeon Joo
- Neuroscience Center, Samsung Medical Center, Department of Neurology, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul 06351, Korea; (E.Y.J.); (Y.-M.S.); (S.B.H.)
| | - Young-Min Shon
- Neuroscience Center, Samsung Medical Center, Department of Neurology, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul 06351, Korea; (E.Y.J.); (Y.-M.S.); (S.B.H.)
| | - Seung Bong Hong
- Neuroscience Center, Samsung Medical Center, Department of Neurology, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul 06351, Korea; (E.Y.J.); (Y.-M.S.); (S.B.H.)
| | - Dae-Won Seo
- Neuroscience Center, Samsung Medical Center, Department of Neurology, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul 06351, Korea; (E.Y.J.); (Y.-M.S.); (S.B.H.)
- Correspondence: (D.-W.S.); (S.-Y.L.); Tel.: +82-2-3410-3595 (D.-W.S.); +82-2-3410-1834 (S.-Y.L.); Fax: +82-2-3410-0052 (D.-W.S.); +82-2-3410-2719 (S.-Y.L.)
| | - Soo-Youn Lee
- Samsung Medical Center, Department of Laboratory Medicine and Genetics, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul 06351, Korea; (C.H.); (H.-S.L.)
- Samsung Medical Center, Department of Clinical Pharmacology and Therapeutics, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul 06351, Korea
- Correspondence: (D.-W.S.); (S.-Y.L.); Tel.: +82-2-3410-3595 (D.-W.S.); +82-2-3410-1834 (S.-Y.L.); Fax: +82-2-3410-0052 (D.-W.S.); +82-2-3410-2719 (S.-Y.L.)
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Zhu X, Huang W, Lu H, Wang Z, Ni X, Hu J, Deng S, Tan Y, Li L, Zhang M, Qiu C, Luo Y, Chen H, Huang S, Xiao T, Shang D, Wen Y. A machine learning approach to personalized dose adjustment of lamotrigine using noninvasive clinical parameters. Sci Rep 2021; 11:5568. [PMID: 33692435 PMCID: PMC7946912 DOI: 10.1038/s41598-021-85157-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 02/23/2021] [Indexed: 12/11/2022] Open
Abstract
The pharmacokinetic variability of lamotrigine (LTG) plays a significant role in its dosing requirements. Our goal here was to use noninvasive clinical parameters to predict the dose-adjusted concentrations (C/D ratio) of LTG based on machine learning (ML) algorithms. A total of 1141 therapeutic drug-monitoring measurements were used, 80% of which were randomly selected as the "derivation cohort" to develop the prediction algorithm, and the remaining 20% constituted the "validation cohort" to test the finally selected model. Fifteen ML models were optimized and evaluated by tenfold cross-validation on the "derivation cohort,” and were filtered by the mean absolute error (MAE). On the whole, the nonlinear models outperformed the linear models. The extra-trees’ regression algorithm delivered good performance, and was chosen to establish the predictive model. The important features were then analyzed and parameters of the model adjusted to develop the best prediction model, which accurately described the C/D ratio of LTG, especially in the intermediate-to-high range (≥ 22.1 μg mL−1 g−1 day), as illustrated by a minimal bias (mean relative error (%) = + 3%), good precision (MAE = 8.7 μg mL−1 g−1 day), and a high percentage of predictions within ± 20% of the empirical values (60.47%). This is the first study, to the best of our knowledge, to use ML algorithms to predict the C/D ratio of LTG. The results here can help clinicians adjust doses of LTG administered to patients to minimize adverse reactions.
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Affiliation(s)
- Xiuqing Zhu
- Department of Pharmacy, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, 510370, China.,Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, 510370, China
| | - Wencan Huang
- Department of Pharmacy, Guangzhou Bureau of Civil Affairs Psychiatric Hospital, Guangzhou, 510430, China
| | - Haoyang Lu
- Department of Pharmacy, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, 510370, China.,Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, 510370, China
| | - Zhanzhang Wang
- Department of Pharmacy, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, 510370, China.,Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, 510370, China
| | - Xiaojia Ni
- Department of Pharmacy, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, 510370, China.,Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, 510370, China
| | - Jinqing Hu
- Department of Pharmacy, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, 510370, China.,Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, 510370, China
| | - Shuhua Deng
- Department of Pharmacy, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, 510370, China.,Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, 510370, China
| | - Yaqian Tan
- Department of Pharmacy, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, 510370, China.,Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, 510370, China
| | - Lu Li
- Department of Pharmacy, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, 510370, China.,Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, 510370, China
| | - Ming Zhang
- Department of Pharmacy, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, 510370, China.,Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, 510370, China
| | - Chang Qiu
- Department of Pharmacy, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, 510370, China.,Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, 510370, China
| | - Yayan Luo
- Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, 510370, China.,Institute of Neuropsychiatry, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, 510370, China
| | - Hongzhen Chen
- Department of Pharmacy, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, 510370, China
| | - Shanqing Huang
- Department of Pharmacy, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, 510370, China
| | - Tao Xiao
- Department of Pharmacy, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, 510370, China
| | - Dewei Shang
- Department of Pharmacy, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, 510370, China. .,Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, 510370, China.
| | - Yuguan Wen
- Department of Pharmacy, The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, 510370, China. .,Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, 510370, China.
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Methaneethorn J, Leelakanok N. Population Pharmacokinetics of Levetiracetam: a Systematic Review. ACTA ACUST UNITED AC 2021; 17:122-134. [PMID: 33622228 DOI: 10.2174/1574884716666210223110658] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Revised: 11/30/2020] [Accepted: 01/05/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND The use of levetiracetam (LEV) has been increasing given its favorable pharmacokinetic profile. Numerous population pharmacokinetic studies for LEV have been conducted. However, there are some discrepancies regarding factors affecting its pharmacokinetic variability. Therefore, this systematic review aimed to summarize significant predictors for LEV pharmacokinetics as well as the need for dosage adjustments. METHODS We performed a systematic search for population pharmacokinetic studies of LEV conducted using a nonlinear-mixed effect approach from PubMed, Scopus, CINAHL Complete, and Science Direct databases from their inception to March 2020. Information on study design, model methodologies, significant covariate-parameter relationships, and model evaluation was extracted. The quality of the reported studies was also assessed. RESULTS A total of 16 studies were included in this review. Only two studies were conducted with a two-compartment model, while the rest were performed with a one-compartment structure. Bodyweight and creatinine clearance were the two most frequently identified covariates on LEV clearance (CLLEV). Additionally, postmenstrual age (PMA) or postnatal age (PNA) were significant predictors for CLLEV in neonates. Only three studies externally validated the models. Two studies conducted pharmacodynamic models for LEV with relatively small sample size. CONCLUSION Significant predictors for LEV pharmacokinetics are highlighted in this review. For future research, a population pharmacokinetic-pharmacodynamic model using a larger sample size should be conducted. From a clinical perspective, the published models should be externally evaluated before clinical implementation.
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Affiliation(s)
- Janthima Methaneethorn
- Pharmacokinetic Research Unit, Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Naresuan University, Phitsanulok. Thailand
| | - Nattawut Leelakanok
- Department of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Burapha University, Chonburi. Thailand
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Li ZR, Wang CY, Zhu X, Jiao Z. Population Pharmacokinetics of Levetiracetam: A Systematic Review. Clin Pharmacokinet 2021; 60:305-318. [PMID: 33447943 DOI: 10.1007/s40262-020-00963-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/30/2020] [Indexed: 12/25/2022]
Abstract
BACKGROUND Levetiracetam has been widely used as a treatment option for different types of epilepsy in both adults and children. Because of its large between-subject variability, several population pharmacokinetic studies have been performed to identify its pharmacokinetic covariates, and thus facilitate individualised therapy. OBJECTIVE The aim of this review was to provide a synopsis for population pharmacokinetic studies of levetiracetam and explore the identified influencing covariates. METHODS We systematically searched the PubMed and Embase databases from inception to 30 June 2020. The information on study designs, target population, model characteristics, and identified covariates was summarised. Moreover, the pharmacokinetic profiles were compared among neonates, children, and adults. RESULTS Fourteen studies were included, among which two involved neonates, four involved children, two involved both children and adults, and six involved adults only. The median value of apparent clearance for children (0.074 L/h/kg [range 0.038-0.079]) was higher than that for adults (0.054 L/h/kg [range 0.039-0.061]). Body weight was found to significantly influence the apparent clearance and volume of distribution, whereas renal function influenced the clearance. Likewise, coadministration with enzyme-inducing antiepileptic drugs (such as carbamazepine and phenytoin) increased the drug clearance by 9-22%, whereas coadministration with valproate acid decreased it by 18.8%. CONCLUSION Levetiracetam dose regimen is dependent on the body size and renal function of patients. Further studies are needed to evaluate levetiracetam pharmacokinetics in neonates and pregnant women.
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Affiliation(s)
- Zi-Ran Li
- Department of Pharmacy, Shanghai Chest Hospital, Shanghai Jiao Tong University, 241 Huaihai West Road, Shanghai, 200030, People's Republic of China.,Department of Pharmacy, Huashan Hospital, Fudan University, Shanghai, 200040, People's Republic of China
| | - Chen-Yu Wang
- Department of Pharmacy, Shanghai Chest Hospital, Shanghai Jiao Tong University, 241 Huaihai West Road, Shanghai, 200030, People's Republic of China
| | - Xiao Zhu
- School of Pharmacy, University of Otago, Dunedin, New Zealand
| | - Zheng Jiao
- Department of Pharmacy, Shanghai Chest Hospital, Shanghai Jiao Tong University, 241 Huaihai West Road, Shanghai, 200030, People's Republic of China.
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Łukawski K, Czuczwar SJ. Developing precision treatments for epilepsy using patient and animal models. Expert Rev Neurother 2020; 21:1241-1250. [PMID: 33339471 DOI: 10.1080/14737175.2021.1866989] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Introduction: Phenytoin was the first antiepileptic drug (AED) discovered in an animal model of seizures whose clinical efficacy was subsequently confirmed. This clearly indicated that a search for other AEDs had to consider animal studies.Areas covered: Main seizure tests used for the evaluation of possible anticonvulsive activity of potential anticonvulsants and their predictive values have been reviewed. Procedures used for the estimation of antiepileptogenic effects have been also included.Expert opinion: First-line seizure models comprise maximal electroshock (MES)-, pentylenetetrazol (PTZ)- and kindling-induced convulsions in rodents. The MES test may be considered as a convenient and easy model of generalized tonic-clonic seizures, PTZ test - as a model of generalized myoclonic seizures and to a certain degree - absence seizures. Kindled seizures (for example, from amygdala) may be regarded as a model of focal seizures. Some tests have been suggested for the search of AEDs effective in drug-resistant seizures - for instance, 6 Hz (44 mA) test or intrahippocampal kainate model of mesial temporal lobe epilepsy. There are also recommendations from experimental epileptology on synergistic AED combinations for patients with drug-resistant seizures. The clinical evidence on this issue is scarce and favors a combined treatment with valproate + lamotrigine.
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Affiliation(s)
- Krzysztof Łukawski
- Department of Physiopathology, Institute of Rural Health, Lublin, Poland.,Department of Pathophysiology, Medical University of Lublin, Lublin, Poland
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Chávez-Castillo CE, Medellín-Garibay SE, Milán-Segovia RDC, Rodríguez-Leyva I, Romano-Moreno S. Dosing Recommendations Based on Population Pharmacokinetics of Lamotrigine in Mexican Adult Patients With Epilepsy. J Pharm Sci 2020; 109:2902-2908. [DOI: 10.1016/j.xphs.2020.05.030] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Revised: 05/29/2020] [Accepted: 05/29/2020] [Indexed: 11/16/2022]
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Therapeutic Drug Monitoring of Newer Antiepileptic Drugs: A Randomized Trial for Dosage Adjustment. Ann Neurol 2019; 87:22-29. [DOI: 10.1002/ana.25641] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2019] [Revised: 11/08/2019] [Accepted: 11/09/2019] [Indexed: 12/18/2022]
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Aicua-Rapun I, André P, Novy J. Closed-loop Neuropharmacology for Epilepsy: Distant Dream or Future Reality? Curr Neuropharmacol 2019; 17:447-458. [PMID: 29521237 PMCID: PMC6520584 DOI: 10.2174/1570159x16666180308154646] [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] [Received: 07/24/2017] [Revised: 11/10/2017] [Accepted: 02/27/2018] [Indexed: 11/22/2022] Open
Abstract
Epilepsy is considered the most frequent severe neurological condition but most patients treated with medication become seizure free. The management of treatment, however, is highly empirical, mainly relying on observation. A closed-loop therapy for epilepsy would be very valuable for more efficient treatment regimens. Here we discuss monitoring treatment (therapeutic drug monitoring) and the potential developments in this field, as well as providing a review of potential biomarkers that could be used to monitor the disease activity. Finally, we consider the pharmacogenetic input in epilepsy treatment.
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Affiliation(s)
- Irene Aicua-Rapun
- Address correspondence to this author at the Department of Neuroscience, Neurology service. University Hospital of Lausanne BH07, Faculty of Biology and Medicine, University of Lausanne. Rue du Bugnon 46 CH 1011, Lausanne, Switzerland; Tel/Fax: +41213144552, +41213141290;, E-mail:
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Sourbron J, Chan H, Wammes-van der Heijden EA, Klarenbeek P, Wijnen B, de Haan GJ, van der Kuy H, Evers S, Majoie M. Review on the relevance of therapeutic drug monitoring of levetiracetam. Seizure 2018; 62:131-135. [DOI: 10.1016/j.seizure.2018.09.004] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Revised: 07/26/2018] [Accepted: 09/11/2018] [Indexed: 02/01/2023] Open
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Kim MJ, Yum MS, Yeh HR, Ko TS, Lim HS. Pharmacokinetic and Pharmacodynamic Evaluation of Intravenous Levetiracetam in Children With Epilepsy. J Clin Pharmacol 2018; 58:1586-1596. [PMID: 30052270 DOI: 10.1002/jcph.1282] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2018] [Accepted: 06/18/2018] [Indexed: 11/08/2022]
Abstract
This study aimed to evaluate the safety and tolerability of intravenous (IV) levetiracetam (LEV) as a monotherapy in children aged 1 month-16 years and to explore the pharmacokinetics (PK) of IV LEV and the time to seizure after IV then oral administration of LEV in pediatric children with epilepsy. Children diagnosed with acute unprovoked seizures requiring in-hospital IV LEV administration were included. After administration, the clinical seizure outcomes, side effects, and the Korean-Child Behavior Checklist were monitored and the PK and repeated time to seizure were analyzed via modeling using NONMEM software. Overall, 37 children with epilepsy were enrolled and underwent a PK analysis (median age, 4.6 years; median weight, 18.0 kg). Nine children (24.3%) had seizure recurrence during the follow-up period (median, 3.8 months) and 5 children (13.5%) experienced LEV-associated adverse events such as irritability (n = 2; 5.4%) and somnolence (n = 3; 8.1%). The plasma LEV concentrations after IV LEV were best described by a one-compartment linear PK model. Only body weight was associated with both the clearance and volume of distribution of LEV. The Weibull distribution model described the time to seizure recurrence well; no statistically significant predictor for the time to seizure was identified. Therefore, IV LEV was a well-tolerated and effective alternative in children with acute unprovoked seizures, and models for the PK and time to repeated seizure recurrence after LEV were successfully developed. In particular, the current use of a weight-based IV LEV dosing regimen in pediatric children is practical.
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Affiliation(s)
- Min-Jee Kim
- Department of Pediatrics, Asan Medical Center Children's Hospital, University of Ulsan College of Medicine, Seoul, Korea
| | - Mi-Sun Yum
- Department of Pediatrics, Asan Medical Center Children's Hospital, University of Ulsan College of Medicine, Seoul, Korea
| | - Hye-Ryun Yeh
- Department of Pediatrics, Asan Medical Center Children's Hospital, University of Ulsan College of Medicine, Seoul, Korea
| | - Tae-Sung Ko
- Department of Pediatrics, Asan Medical Center Children's Hospital, University of Ulsan College of Medicine, Seoul, Korea
| | - Hyeong-Seok Lim
- Department of Clinical Pharmacology and Therapeutics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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Błaszczyk B, Miziak B, Czuczwar P, Wierzchowska-Cioch E, Pluta R, Czuczwar SJ. A viewpoint on rational and irrational fixed-drug combinations. Expert Rev Clin Pharmacol 2018; 11:761-771. [PMID: 30024271 DOI: 10.1080/17512433.2018.1500895] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
INTRODUCTION Considering that there are around 30% of patients with epilepsy resistant to monotherapy, the use of synergistic combinations of antiepileptic drugs is of particular importance. This review shows most beneficial as well as irrational combined treatments both from an experimental and clinical point of view. Areas covered: Preferably, experimental data derived from studies evaluating synergy, additivity, or antagonism by relevant methods, in terms of anticonvulsant or neurotoxic effects and pharmacokinetic data have been considered. Although there have been no randomized clinical trials on this issue, the clinical data have been analyzed from studies on considerable numbers of patients. Case-report studies have been not considered. Expert commentary: The experimental data provide a strong support that co-administration of lamotrigine with carbamazepine is negative, considering the anticonvulsant and neurotoxic effects. Clinical reports do not entirely support this conclusion. Other experimentally documented negative combinations comprise lamotrigine+ oxcarbazepine and oxcarbazepine+ phenytoin. From the experimental and clinical point of view, a combination of lamotrigine+ valproate may deserve recommendation. Other most positive experimental and clinical combinations include carbamazepine+valproate, phenytoin+phenobarbital, carbamazepine+gabapentin, carbamazepine+topiramate, levetiracetam+valproate, levetiracetam+carbamazepine. Certainly, experimental data have some limitations (non-epileptic animals, acute administration of antiepileptic drugs) so all experimental recommendations need a careful clinical evaluation.
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Affiliation(s)
- Barbara Błaszczyk
- a Faculty of Health Sciences , High School of Economics, Law and Medical Sciences , Kielce , Poland
| | - Barbara Miziak
- b Department of Pathophysiology , Medical University of Lublin , Lublin , Poland
| | - Piotr Czuczwar
- b Department of Pathophysiology , Medical University of Lublin , Lublin , Poland.,c 3rd Department of Gynecology , Medical University of Lublin , Lublin , Poland
| | - Ewa Wierzchowska-Cioch
- b Department of Pathophysiology , Medical University of Lublin , Lublin , Poland.,d Department of Neurology , Pope John Paul II Independent Public Provincial Hospital , Zamosc , Poland
| | - Ryszard Pluta
- e Laboratory of Ischemic and Neurodegenerative Brain Research , Mossakowski Medical Research Centre, Polish Academy of Sciences , Warszawa , Poland
| | - Stanisław J Czuczwar
- b Department of Pathophysiology , Medical University of Lublin , Lublin , Poland.,f Department of Physiopathology , Institute of Rural Health , Lublin , Poland
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Abstract
BACKGROUND Previous findings revealed high correlations between serum/plasma and saliva levetiracetam concentrations, indicating saliva as an alternative matrix for monitoring levetiracetam therapy. Levetiracetam concentration in the hair, which could reflect long-term drug exposure and patients' compliance, has not been systematically tested, as yet. The aim of this study was to determine the correlation between plasma, saliva, and hair levetiracetam concentrations in 47 patients with epilepsy. METHODS Plasma, saliva, and hair levetiracetam concentrations were measured by liquid chromatography-tandem mass spectrometry with positive ionization. RESULTS Levetiracetam saliva and plasma concentrations were highly correlated (r = 0.93). Plasma concentrations were not influenced by sex, age, and other concomitant antiepileptic drugs. Levetiracetam hair concentrations correlated with plasma concentrations (r = 0.36) but not daily dose (mg/kg). Drug hair concentrations were not influenced by hair color or treatment (dyed). CONCLUSIONS The results tend to indicate that saliva may be a reliable alternative to plasma for monitoring levetiracetam concentrations. Levetiracetam can also be detected in human hair.
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Heo G, Kim SH, Chang MJ. Effect of ketogenic diet and other dietary therapies on anti-epileptic drug concentrations in patients with epilepsy. J Clin Pharm Ther 2017. [PMID: 28626875 DOI: 10.1111/jcpt.12578] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
WHAT IS KNOWN AND OBJECTIVE The ketogenic diet (KD) is an effective high-fat, adequate-protein, low-carbohydrate diet for patients with refractory epilepsy. The aim of this study was to investigate the potential effects of the KD and other dietary therapies on the concentrations of anticonvulsants in patients with epilepsy. METHODS Patients with epilepsy who were treated with the KD and other dietary therapies for more than 30 days with at least one measurement performed both before and during the diet were evaluated. The mean serum concentrations and the mean serum concentrations per weight per daily dose per bioavailability (F) of anti-epileptic drugs (AEDs) before and during the treatment were assessed. We also compared the rates of events out of reference ranges of the AEDs between before and during the KD and other dietary therapies. We compared the serum albumin, alanine transaminase and aspartate transaminase data of patients with valproic acid before and during the KD. RESULTS AND DISCUSSION One-hundred thirty-nine patients including 81 male patients were enrolled. The median age of the patients was 2.91 (0.15-15.46) years. The median duration of the dietary therapies was 153 (35-2307) days. After the dietary therapies, the serum concentrations of carbamazepine, lamotrigine, levetiracetam, topiramate and valproic acid decreased, whereas that of phenobarbital slightly increased. However, statistical significance was found only with valproic acid (67.07±25.89 μg/mL vs 51.00±20.19 μg/mL, P<.05). The serum concentrations per weight per daily dose per drug F significantly decreased for valproic acid (1.38±1.39×10-2 vs 0.82±0.82×10-2 μg d mL-1 F-1 ) and phenobarbital (6.66±7.20×10-2 vs 4.75±4.07×10-2 μg d mL-1 F-1 , P<.05). The rate of occurrence of events out of reference ranges significantly increased with valproic acid (36.08% vs 57.23%, P<.05). WHAT IS NEW AND CONCLUSIONS Most anti-epileptic drug serum concentrations remained stable during the KD and other related dietary therapies except those of valproic acid. Therefore, serum concentrations of valproic acid should be monitored when the KD and other dietary therapies are concomitantly administered.
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Affiliation(s)
- G Heo
- Department of Pharmaceutical Medicine and Regulatory Science, College of Medicine and Pharmacy, Yonsei University, Incheon, Korea
| | - S H Kim
- Division of Pediatric Neurology, Department of Pediatrics, Severance Children's Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - M J Chang
- Department of Pharmaceutical Medicine and Regulatory Science, College of Medicine and Pharmacy, Yonsei University, Incheon, Korea.,Department of Pharmacy, College of Pharmacy, Yonsei Institute of Pharmaceutical Sciences, Yonsei University, Incheon, Korea
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Gupta V, Gupta K, Singh G, Kaushal S. An Analytical Study to Correlate Serum Levels of Levetiracetam with Clinical Course in Patients with Epilepsy. J Neurosci Rural Pract 2017; 7:S31-S36. [PMID: 28163500 PMCID: PMC5244057 DOI: 10.4103/0976-3147.196445] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
Introduction: With the advancement of therapeutics, newer antiepileptic drugs (AEDs) like Levetiracetam (LEV), with good therapeutic efficacy and tolerability are available. But unfortunately, therapeutic drug monitoring is not routinely done in India for these drugs. Objectives: The objective of this study is to determine the range of serum levels of LEV in patients at stabilized doses and correlate them with their clinical course. Materials and Methods: Patients with epilepsy and started on LEV were enrolled from the Neurology Department after the Ethics Committee approval. Serum levels of LEV were estimated using high-performance liquid chromatography and correlated with patient demographics, dosage, dosage forms, concomitant AEDs, compliance of the patient, therapeutic effect, adverse drug reactions (ADRs), and suspected toxicity. Results: Serum levels of LEV ranged from 0.4 to 102.2 μg/ml at different time points and demonstrated a negligible positive correlation with age of the patients (r = 0.12) but negligible negative correlation with bodyweight (r = −0.19). No conclusive relationship could be established for dose, gender, dosage forms, clinical efficacy (seizure frequency), ADRs, and toxicity. Compliance was verified in all the patients. Levels were found to reduce with the use of concomitant enzyme inducer drugs (56.78%) whereas increase with valproic acid (7.8%). Conclusion: These findings emphasize the need for monitoring the serum levels of newer AEDs like LEV considering the various parameters studied here, so as to maintain the therapeutic efficacy by preventing under or over dosage and to generate a broader database of serum levels of LEV in the Indian population to help appropriate prescribing with more confidence.
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Affiliation(s)
- Varun Gupta
- Department of Pharmacology, Dayanand Medical College and Hospital, Ludhiana, Punjab, India
| | - Kanchan Gupta
- Department of Pharmacology, Dayanand Medical College and Hospital, Ludhiana, Punjab, India
| | - Gagandeep Singh
- Department of Neurology, Dayanand Medical College and Hospital, Ludhiana, Punjab, India
| | - Sandeep Kaushal
- Department of Pharmacology, Dayanand Medical College and Hospital, Ludhiana, Punjab, India
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Factors that influence the pharmacokinetics of lamotrigine in Japanese patients with epilepsy. Eur J Clin Pharmacol 2016; 72:555-62. [DOI: 10.1007/s00228-016-2008-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2015] [Accepted: 01/10/2016] [Indexed: 10/22/2022]
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Kheir N, Awaisu A, Gad H, Elazzazy S, Jibril F, Gajam M. Clinical pharmacokinetics: perceptions of hospital pharmacists in Qatar about how it was taught and how it is applied. Int J Clin Pharm 2015; 37:1180-7. [PMID: 26337835 DOI: 10.1007/s11096-015-0183-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2015] [Accepted: 08/11/2015] [Indexed: 11/26/2022]
Abstract
BACKGROUND The application of clinical pharmacokinetics (PK) is essential when providing pharmaceutical care. Appropriate application of PK monitoring results in improved patient outcomes including decreased mortality, length of treatment, length of hospital stay, and adverse effects of drug therapy. Despite the well-documented evidence of benefits of clinical PK services, many pharmacists find it challenging to apply PK in clinical practice. OBJECTIVE To evaluate pharmacists' training backgrounds, attitude, practices, and perceived barriers pertaining to the application of PK in clinical practice in Qatar. SETTING All hospitals under Hamad Medical Corporation, the main healthcare provider in Qatar. METHODOLOGY This was a cross-sectional, descriptive study that was conducted between October 2012 and January 2013, using a self-administered web-based survey. Pharmacists were eligible to participate if they: (1) were working as full-time hospital pharmacists and; (2) have been in practice for at least 1 year. MAIN OUTCOME MEASURES PK contents learned in undergraduate curriculum; perception towards the PK contents and instructions received in the undergraduate curriculum and; application of PK in current clinical practice. RESULTS A total of 112 pharmacists responded to the questionnaire. The majority of the respondents (n = 91; 81.3 %) reported that they had received PK course(s) in their undergraduate curriculum. Similarly, the majority (70-80 %) of them agreed that the undergraduate PK courses or contents they received were important and relevant to their current practice. The pharmacists identified spending more time on dispensing and inventory issues rather than clinical practice, scarce resources, and manual rather than computerized PK calculations as some of the barriers they encountered in learning about PK and its application. The characteristics of the surveyed pharmacists such as gender, age, highest academic degree, and country of graduation did not influence the pharmacists' perception and attitudes towards PK teaching and application (p > 0.05). CONCLUSION PK course contents were perceived to lack depth and relevance to practice, and pharmacist had no experiential training that included aspects of PK. These, and other issues, result in poor application of PK in practice.
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Affiliation(s)
- Nadir Kheir
- College of Pharmacy, Qatar University, Doha, Qatar.
| | - Ahmed Awaisu
- College of Pharmacy, Qatar University, Doha, Qatar
| | - Hoda Gad
- Weill Cornell Medical College-Qatar, Qatar Foundation, Doha, Qatar
| | - Shereen Elazzazy
- Department of Pharmacy, National Centre for Cancer Care and Research, Hamad Medical Corporation, Doha, Qatar
| | - Farah Jibril
- Department of Pharmacy, National Centre for Cancer Care and Research, Hamad Medical Corporation, Doha, Qatar
| | - Mawadda Gajam
- Department of Pharmacy, National Centre for Cancer Care and Research, Hamad Medical Corporation, Doha, Qatar
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