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Watanabe H, Nagano N, Tsuji Y, Noto N, Ayusawa M, Morioka I. Challenges of pediatric pharmacotherapy: A narrative review of pharmacokinetics, pharmacodynamics, and pharmacogenetics. Eur J Clin Pharmacol 2024; 80:203-221. [PMID: 38078929 DOI: 10.1007/s00228-023-03598-x] [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: 08/14/2023] [Accepted: 11/20/2023] [Indexed: 02/07/2024]
Abstract
PURPOSE Personalized pharmacotherapy, including for the pediatric population, provides optimal treatment and has emerged as a major trend owing to advanced drug therapeutics and diversified drug selection. However, it is essential to understand the growth and developmental characteristics of this population to provide appropriate drug therapy. In recent years, clinical pharmacogenetics has accumulated knowledge in pediatric pharmacotherapy, and guidelines from professional organizations, such as the Clinical Pharmacogenetics Implementation Consortium, can be consulted to determine the efficacy of specific drugs and the risk of adverse effects. However, the existence of a large knowledge gap hinders the use of these findings in clinical practice. METHODS We provide a narrative review of the knowledge gaps in pharmacokinetics (PK) and pharmacodynamics (PD) in the pediatric population, focusing on the differences from the perspective of growth and developmental characteristics. In addition, we explored PK/PD in relation to pediatric clinical pharmacogenetics. RESULTS The lack of direct and indirect biomarkers for more accurate assessment of the effects of drug administration limits the current knowledge of PD. In addition, incorporating pharmacogenetic insights as pivotal covariates is indispensable in this comprehensive synthesis for precision therapy; therefore, we have provided recommendations regarding the current status and challenges of personalized pediatric pharmacotherapy. The integration of clinical pharmacogenetics with the health care system and institution of educational programs for health care providers is necessary for its safe and effective implementation. A comprehensive understanding of the physiological and genetic complexities of the pediatric population will facilitate the development of effective and personalized pharmacotherapeutic strategies.
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Affiliation(s)
- Hirofumi Watanabe
- Department of Pediatrics and Child Health, Nihon University School of Medicine, 30-1 Kami-cho Ooyaguchi, Itabashi-ku, Tokyo, 173-8610, Japan.
| | - Nobuhiko Nagano
- Department of Pediatrics and Child Health, Nihon University School of Medicine, 30-1 Kami-cho Ooyaguchi, Itabashi-ku, Tokyo, 173-8610, Japan
| | - Yasuhiro Tsuji
- Laboratory of Clinical Pharmacometrics, School of Pharmacy, Nihon University, Chiba, Japan
| | - Nobutaka Noto
- Department of Pediatrics and Child Health, Nihon University School of Medicine, 30-1 Kami-cho Ooyaguchi, Itabashi-ku, Tokyo, 173-8610, Japan
| | - Mamoru Ayusawa
- Department of Pediatrics and Child Health, Nihon University School of Medicine, 30-1 Kami-cho Ooyaguchi, Itabashi-ku, Tokyo, 173-8610, Japan
| | - Ichiro Morioka
- Department of Pediatrics and Child Health, Nihon University School of Medicine, 30-1 Kami-cho Ooyaguchi, Itabashi-ku, Tokyo, 173-8610, Japan
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Kumar SS, Liu X, Sherwin CM, Jones BL. The Reliability of Histamine Pharmacodynamic Response Phenotype Classification in Children With Allergic Disease. Front Pharmacol 2020; 11:227. [PMID: 32218731 PMCID: PMC7078102 DOI: 10.3389/fphar.2020.00227] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Accepted: 02/19/2020] [Indexed: 11/30/2022] Open
Abstract
We have identified distinct histamine pharmacodynamic response phenotypes in children with allergic disease utilizing histamine iontophoresis with laser Doppler (HILD). These response phenotypes may be relevant in guiding therapeutic decision making for agents targeting the allergic response pathways. However, the reliability of these response phenotypes has not been assessed. Therefore, we performed HILD in children with allergic rhinitis and/or asthma on two to three separate occasions. HILD response-time data were analyzed in NONMEM using a linked effect PKPD model. Examination of observed vs. classified response phenotypes predicted response plots and the sum of residuals. The intraclass correlation coefficient (ICC) was used to determine the reliability of phenotype classification. Eighty-two percent of children exhibited a reliable histamine response phenotype [intraclass correlation coefficient 0.77 (95% CI 0.44–0.93]. These preliminary results suggest moderate reliability of HILD response phenotype in children. Further exploration is needed to determine contributions to phenotype variability.
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Affiliation(s)
- Shaun S Kumar
- Division of Clinical Pharmacology, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT, United States
| | - Xiaoxi Liu
- Division of Clinical Pharmacology, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT, United States
| | - Catherine M Sherwin
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, UT, United States.,Department of Pediatrics, Dayton Children's Hospital, Wright State University Boonshoft School of Medicine, Dayton, OH, United States
| | - Bridgette L Jones
- Division of Pediatric Pharmacology, Therapeutic Innovation, Children's Mercy Hospital, Kansas City, MO, United States.,Division of Allergy, Asthma, Clinical Immunology, Children's Mercy Hospital, Kansas City, MO, United States.,Department of Pediatrics, University of Missouri, Kansas City, MO, United States
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van den Anker J, Reed MD, Allegaert K, Kearns GL. Developmental Changes in Pharmacokinetics and Pharmacodynamics. J Clin Pharmacol 2018; 58 Suppl 10:S10-S25. [DOI: 10.1002/jcph.1284] [Citation(s) in RCA: 121] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Accepted: 06/21/2018] [Indexed: 12/22/2022]
Affiliation(s)
- John van den Anker
- Division of Clinical Pharmacology; Children's National Health System; Washington DC USA
- Division of Paediatric Pharmacology and Pharmacometrics; University of Basel Children's Hospital; Basel Switzerland
- Intensive Care and Department of Pediatric Surgery; Erasmus Medical Center-Sophia Children's Hospital; Rotterdam the Netherlands
| | - Michael D. Reed
- Emeritus Professor of Pediatrics; School of Medicine; Case Western Reserve University; Cleveland OH USA
| | - Karel Allegaert
- Intensive Care and Department of Pediatric Surgery; Erasmus Medical Center-Sophia Children's Hospital; Rotterdam the Netherlands
- Department of Pediatrics; Division of Neonatology; Erasmus Medical Center-Sophia Children's Hospital; Rotterdam the Netherlands
- Department of Development and Regeneration; KU Leuven; Leuven Belgium
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Jones BL, Sherwin CMT, Liu X, Dai H, Vyhlidal CA. Genetic Variation in the Histamine Production, Response, and Degradation Pathway Is Associated with Histamine Pharmacodynamic Response in Children with Asthma. Front Pharmacol 2017; 7:524. [PMID: 28101058 PMCID: PMC5209333 DOI: 10.3389/fphar.2016.00524] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2016] [Accepted: 12/15/2016] [Indexed: 01/05/2023] Open
Abstract
Introduction: There is growing knowledge of the wide ranging effects of histamine throughout the body therefore it is important to better understand the effects of this amine in patients with asthma. We aimed to explore the association between histamine pharmacodynamic (PD) response and genetic variation in the histamine pathway in children with asthma. Methods: Histamine Iontophoresis with Laser Doppler Monitoring (HILD) was performed in children with asthma and estimates for area under the effect curve (AUEC), maximal response over baseline (Emax), and time of Emax (Tmax) were calculated using non-compartmental analysis and non-linear mixed-effects model with a linked effect PK/PD model. DNA isolation and genotyping were performed among participants to detect known single nucleotide polymorphisms (SNPs) (n = 10) among genes (HDC, HNMT, ABP1, HRH1, HRH4) within the histamine pathway. General linear model was used to identify associations between histamine related genetic variants and measured histamine PD response parameters. Results: Genotyping and HILD response profiles were completed for 163 children. ABP1 47 C/T, ABP1 4107, and HNMT-1639 C/Twere associated with Emax (ABP1 47 CC genotype mean Emax 167.21 vs. CT/TT genotype mean Emax 139.20, p = 0.04; ABP1 4107 CC genotype mean Emax 141.72 vs. CG/GG genotype mean Emax 156.09, p = 0.005; HNMT-1639 CC genotype mean Emax 132.62 vs. CT/TT genotype mean Emax 155.3, p = 0.02). In a stratified analysis among African American children only, ABP1 and HNMT SNPs were also associated with PD response; HRH4 413 CC genotype was associated with lower Emax, p = 0.009. Conclusions: We show for the first time that histamine pathway genetic variation is associated with measureable changes in histamine response in children with asthma. The variability in histamine response and impact of histamine pathway genotype is important to further explore in patients with asthma so as to improve disease phenotyping leading to more personalized treatments.
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Affiliation(s)
- Bridgette L Jones
- Department of Pediatrics University of Missouri-Kansas City, Children's Mercy Hospitals and ClinicsKansas City, MO, USA; Division of Pediatric Pharmacology and Therapeutic Innovation, Children's Mercy Hospitals and ClinicsKansas City, MO, USA; Division of Allergy, Asthma and Clinical Immunology, Children's Mercy Hospitals and ClinicsKansas City, MO, USA; Children's Mercy Hospitals and ClinicsKansas City, MO, USA
| | - Catherine M T Sherwin
- Division of Clinical Pharmacology, Department of Pediatrics, University of Utah School of MedicineSalt Lake City, UT, USA; Department of Pharmacology and Toxicology, University of Utah College of PharmacySalt Lake City, UT, USA; University of Utah College of PharmacySalt Lake City, UT, USA
| | - Xiaoxi Liu
- Division of Clinical Pharmacology, Department of Pediatrics, University of Utah School of MedicineSalt Lake City, UT, USA; Department of Pharmacology and Toxicology, University of Utah College of PharmacySalt Lake City, UT, USA; University of Utah College of PharmacySalt Lake City, UT, USA
| | - Hongying Dai
- Department of Pediatrics University of Missouri-Kansas City, Children's Mercy Hospitals and ClinicsKansas City, MO, USA; Children's Mercy Hospitals and ClinicsKansas City, MO, USA; Division of Health Services and Outcomes Research, Children's Mercy Hospitals and ClinicsKansas City, MO, USA
| | - Carrie A Vyhlidal
- Department of Pediatrics University of Missouri-Kansas City, Children's Mercy Hospitals and ClinicsKansas City, MO, USA; Division of Pediatric Pharmacology and Therapeutic Innovation, Children's Mercy Hospitals and ClinicsKansas City, MO, USA; Children's Mercy Hospitals and ClinicsKansas City, MO, USA
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Population pharmacokinetic/pharmacodynamic modeling of histamine response measured by histamine iontophoresis laser Doppler. J Pharmacokinet Pharmacodyn 2016; 43:385-93. [PMID: 27307292 DOI: 10.1007/s10928-016-9478-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Accepted: 06/08/2016] [Indexed: 10/21/2022]
Abstract
The epicutaneous histamine (EH) test is the current gold standard method for the clinical evaluation of allergic conditions. However, the EH method is limited in providing an objective and qualitative assessment of histamine pharmacodynamic response. The histamine iontophoresis with laser Doppler (HILD) monitoring method, an alternative method, allows a fixed dose of histamine to be delivered and provides an objective, continuous, and dynamic measurement of histamine epicutaneous response in children and adults. However, due to the high sampling frequency (up to 40 Hz), the output files are usually too cumbersome to be directly used for further analysis. In this study, we developed an averaging algorithm that efficiently reduces the HILD data in size. The reduced data was further analyzed and a population linked effect pharmacokinetic/pharmacodynamic (PK/PD) model was developed to describe the local histamine response. The model consisted of a one-compartment PK model and a direct-response fractional maximum effect (Emax) model. The parameter estimates were obtained as follows: absorption rate constant (ka), 0.094/min; absorption lag time (Tlag), 2.72 min; partitioning clearance from local depot to systemic circulation (CLpar), 0.0006 L/min; baseline effect (E0), 13.1 flux unit; Emax, 13.4; concentration at half maximum effect (EC50) 31.1 mg/L. Covariate analysis indicated that age and race had significant influence on Tlag and EC50, respectively.
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Krekels EHJ, Tibboel D, Knibbe CAJ. Pediatric pharmacology: current efforts and future goals to improve clinical practice. Expert Opin Drug Metab Toxicol 2015; 11:1679-82. [PMID: 26166262 DOI: 10.1517/17425255.2015.1065815] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Interest in pediatric pharmacology has increased over the past two decades. With few exceptions, research efforts are currently, however, still limited to pharmacokinetic (PK) queries on single drugs in a limited number of subjects. It is now time to move forward and integrate and generalize the PK information that is currently available more efficiently across different drugs and different populations. Additionally, for pediatric patients to truly benefit from pharmacological research efforts, the knowledge that is obtained in these studies needs to be translated into dosing recommendations that are subsequently prospectively evaluated in adequately powered randomized clinical trials. Finally, as drug effects and safety are the result of both PK and pharmacodynamic (PD) processes and as developmental changes may occur in both processes, it is essential for PK studies to be followed-up by PD studies when dose-adjustments based on PKs alone have been proven insufficient. In this report, examples illustrating this approach are provided. As PD studies in children are generally more complicated to perform than PK studies, this is where a big challenge in pediatric pharmacological research still lies.
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Affiliation(s)
- Elke H J Krekels
- a 1 Leiden University, Leiden Academic Center for Drug Research, Division of Pharmacology , Leiden, The Netherlands
| | - Dick Tibboel
- b 2 Erasmus MC - Sophia Children's Hospital, Intensive Care and Department of Pediatric Surgery , Rotterdam, The Netherlands
| | - Catherijne A J Knibbe
- a 1 Leiden University, Leiden Academic Center for Drug Research, Division of Pharmacology , Leiden, The Netherlands.,b 2 Erasmus MC - Sophia Children's Hospital, Intensive Care and Department of Pediatric Surgery , Rotterdam, The Netherlands.,c 3 St. Antonius Hospital, Department of Clinical Pharmacy , Nieuwegein, The Netherlands
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Li JN, Qian Z, Xu WX, Xu B, Lu XL, Yan ZY, Han LM, Liu Y, Yuan M, Schild J, Qiao GF, Li BY. Gender differences in histamine-induced depolarization and inward currents in vagal ganglion neurons in rats. Int J Biol Sci 2013; 9:1079-88. [PMID: 24339729 PMCID: PMC3858581 DOI: 10.7150/ijbs.7595] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2013] [Accepted: 11/06/2013] [Indexed: 01/13/2023] Open
Abstract
Evidence has shown gender differences regarding the critical roles of histamine in the prevalence of asthma, anaphylaxis, and angina pectoris. Histamine depolarizes unmyelinated C-type neurons without any effects on myelinated A-type vagal ganglion neurons (VGNs) in male rats. However, little is known if VGNs from females react to histamine in a similar manner. Membrane depolarization and inward currents were tested in VGNs isolated from adult rats using a whole-cell patch technique. Results from males were consistent with the literature. Surprisingly, histamine-induced depolarization and inward currents were observed in both unmyelinated C-type and myelinated A- and Ah-type VGNs from female rats. In Ah-type neurons, responses to 1.0 μM histamine were stronger in intact females than in males and significantly reduced in ovariectomized (OVX) females. In C-type neurons, histamine-induced events were significantly smaller (pA/pF) in intact females compared with males and this histamine-induced activity was dramatically increased by OVX. Female A-types responded to histamine, which was further increased following ovariectomy. Histamine at 300 nM depolarized Ah-types in females, but not Ah-types in OVX females. In contrast, the sensitivity of A- and C-types to histamine was upregulated by OVX. These data demonstrate gender differences in VGN chemosensitivity to histamine for the first time. Myelinated Ah-types showed the highest sensitivity to histamine across female populations, which was changed by OVX. These novel findings improve the understanding of gender differences in the prevalence of asthma, anaphylaxis, and pain. Changes in sensitivity to histamine by OVX may explain alterations in the prevalence of certain pathophysiological conditions when women reach a postmenopausal age.
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Affiliation(s)
- Jun-Nan Li
- 1. Department of Pharmacology, Harbin Medical University, Harbin, China
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