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Turner MJ, Rumpel JA, Spray BJ, Stence N, Neuberger I, Frymoyer A, Chock VY, Courtney S, Gist K. Urine biomarkers of acute kidney injury and association with brain MRI abnormalities in neonatal hypoxic-ischemic encephalopathy. J Perinatol 2024:10.1038/s41372-024-01937-z. [PMID: 38509202 DOI: 10.1038/s41372-024-01937-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 03/05/2024] [Accepted: 03/11/2024] [Indexed: 03/22/2024]
Abstract
OBJECTIVE Determine whether urine biomarkers NGAL (neutrophil gelatinase-associated lipocalin), KIM-1 (kidney injury molecule 1) and IL-18 (interleukin-18) are associated with abnormal MRI findings in neonates with hypoxic-ischemic encephalopathy (HIE) who underwent therapeutic hypothermia (TH). STUDY DESIGN Secondary analysis of a multicenter, prospective study of neonates with HIE requiring TH. Urine biomarkers were obtained at 12 and 24 h of life (HOL). Brain MRI was scored per NICHD criteria. Association between biomarkers and MRI stage was determined. RESULTS In 57 neonates with HIE, only IL-18 at 24 HOL was significantly increased in neonates with MRI Stage 2B or greater, compared to Stage 2A or less (mean 398.7 vs. 182.9 pg/mL, p = 0.024.) A multivariate model including IL-18 at 24 HOL and 5-min Apgar performed best, with an AUC of 0.84 (SE = 0.07, p = 0.02). CONCLUSIONS Elevated urine IL-18 at 24 HOL was associated with more severe brain MRI abnormalities among neonates with HIE.
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Affiliation(s)
- Megan J Turner
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA.
- Department of Pediatrics, Denver Health Medical Center, Denver, CO, USA.
| | | | - Beverly J Spray
- Arkansas Children's Research Institute, Little Rock, AR, USA
| | - Nicholas Stence
- Department of Radiology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Ilana Neuberger
- Department of Radiology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Adam Frymoyer
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Valerie Y Chock
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Sherry Courtney
- University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Katja Gist
- Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
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Odell E, Jabassini N, Schniedewind B, Pease-Raissi SE, Frymoyer A, Christians U, Green AJ, Chan JR, Ostrem BEL. Minimum Effective Dose of Clemastine in a Mouse Model of Preterm White Matter Injury. bioRxiv 2024:2024.02.08.578953. [PMID: 38464078 PMCID: PMC10925142 DOI: 10.1101/2024.02.08.578953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Background Preterm white matter injury (PWMI) is the most common cause of brain injury in premature neonates. PWMI involves a differentiation arrest of oligodendrocytes, the myelinating cells of the central nervous system. Clemastine was previously shown to induce oligodendrocyte differentiation and myelination in mouse models of PWMI at a dose of 10 mg/kg/day. The minimum effective dose (MED) of clemastine is unknown. Identification if the MED is essential for maximizing safety and efficacy in neonatal clinical trials. We hypothesized that the MED in neonatal mice is lower than 10 mg/kg/day. Methods Mouse pups were exposed to normoxia or hypoxia (10% FiO 2 ) from postnatal day 3 (P3) through P10. Vehicle or clemastine fumarate at one of four doses (0.5, 2, 7.5 or 10 mg/kg/day) was given orally to hypoxia-exposed pups. At P14, myelination was assessed by immunohistochemistry and electron microscopy to determine the MED. Clemastine pharmacokinetics were evaluated at steady-state on day 8 of treatment. Results Clemastine rescued hypoxia-induced hypomyelination with a MED of 7.5 mg/kg/day. Pharmacokinetic analysis of the MED revealed C max 44.0 ng/mL, t 1/2 4.6 hours, and AUC 24 280.1 ng*hr/mL. Conclusion Based on these results, myelination-promoting exposures should be achievable with oral doses of clemastine in neonates with PWMI. Key Points Preterm white matter injury (PWMI) is the most common cause of brain injury and cerebral palsy in premature neonates.Clemastine, an FDA-approved antihistamine, was recently identified to strongly promote myelination in a mouse model of PWMI and is a possible treatment.The minimum effective dose in neonatal rodents is unknown and is critical for guiding dose selection and balancing efficacy with toxicity in future clinical trials.We identified the minimum effective dose of clemastine and the associated pharmacokinetics in a murine chronic hypoxia model of PWMI, paving the way for a future clinical trial in human neonates.
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Ahn HC, Frymoyer A, Boothroyd DB, Bonifacio S, Sutherland SM, Chock VY. Acute kidney injury in neonates with hypoxic ischemic encephalopathy based on serum creatinine decline compared to KDIGO criteria. Pediatr Nephrol 2024:10.1007/s00467-024-06287-8. [PMID: 38326648 DOI: 10.1007/s00467-024-06287-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 12/27/2023] [Accepted: 12/28/2023] [Indexed: 02/09/2024]
Abstract
BACKGROUND Neonates with hypoxic ischemic encephalopathy receiving therapeutic hypothermia (HIE + TH) are at risk for acute kidney injury (AKI). The standardized Kidney Disease Improving Global Outcomes (KDIGO) criteria identifies AKI based on a rise in serum creatinine (SCr) or reduced urine output. This definition is challenging to apply in neonates given the physiologic decline in SCr during the first week of life. Gupta et al. proposed alternative neonatal criteria centered on rate of SCr decline. This study aimed to compare the rate of AKI based on KDIGO and Gupta in neonates with HIE and to examine associations with mortality and morbidity. METHODS A retrospective review was performed of neonates with moderate to severe HIE + TH from 2008 to 2020 at a single center. AKI was assessed in the first 7 days after birth by KDIGO and Gupta criteria. Mortality, brain MRI severity of injury, length of stay, and duration of respiratory support were compared between AKI groups. RESULTS Among 225 neonates, 64 (28%) met KDIGO, 69 (31%) neonates met Gupta but not KDIGO, and 92 (41%) did not meet either definition. Both KDIGO-AKI and GuptaOnly-AKI groups had an increased risk of the composite mortality and/or moderate/severe brain MRI injury along with longer length of stay and prolonged duration of respiratory support compared to those without AKI. CONCLUSIONS AKI in neonates with HIE + TH was common and varied by definition. The Gupta definition based on rate of SCr decline identified additional neonates not captured by KDIGO criteria who are at increased risk for adverse outcomes. Incorporating the rate of SCr decline into the neonatal AKI definition may increase identification of clinically relevant kidney injury in neonates with HIE + TH.
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Affiliation(s)
- Haejun C Ahn
- Division of Pediatric Nephrology, Stanford University School of Medicine, Palo Alto, CA, USA.
- Pediatric Nephrology, Swedish Health, Seattle, WA, USA.
| | - Adam Frymoyer
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Derek B Boothroyd
- Quantitative Sciences Unit, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Sonia Bonifacio
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Scott M Sutherland
- Division of Pediatric Nephrology, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Valerie Y Chock
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA, USA
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Guan G, Joshi NS, Frymoyer A, Achepohl GD, Dang R, Taylor NK, Salomon JA, Goldhaber-Fiebert JD, Owens DK. Resource Utilization and Costs Associated with Approaches to Identify Infants with Early-Onset Sepsis. MDM Policy Pract 2024; 9:23814683231226129. [PMID: 38293656 PMCID: PMC10826394 DOI: 10.1177/23814683231226129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 12/21/2023] [Indexed: 02/01/2024] Open
Abstract
Objective. To compare resource utilization and costs associated with 3 alternative screening approaches to identify early-onset sepsis (EOS) in infants born at ≥35 wk of gestational age, as recommended by the American Academy of Pediatrics (AAP) in 2018. Study Design. Decision tree-based cost analysis of the 3 AAP-recommended approaches: 1) categorical risk assessment (categorization by chorioamnionitis exposure status), 2) neonatal sepsis calculator (a multivariate prediction model based on perinatal risk factors), and 3) enhanced clinical observation (assessment based on serial clinical examinations). We evaluated resource utilization and direct costs (2022 US dollars) to the health system. Results. Categorical risk assessment led to the greatest neonatal intensive care unit usage (210 d per 1,000 live births) and antibiotic exposure (6.8%) compared with the neonatal sepsis calculator (112 d per 1,000 live births and 3.6%) and enhanced clinical observation (99 d per 1,000 live births and 3.1%). While the per-live birth hospital costs of the 3 approaches were similar-categorical risk assessment cost $1,360, the neonatal sepsis calculator cost $1,317, and enhanced clinical observation cost $1,310-the cost of infants receiving intervention under categorical risk assessment was approximately twice that of the other 2 strategies. Results were robust to variations in data parameters. Conclusion. The neonatal sepsis calculator and enhanced clinical observation approaches may be preferred to categorical risk assessment as they reduce the number of infants receiving intervention and thus antibiotic exposure and associated costs. All 3 approaches have similar costs over all live births, and prior literature has indicated similar health outcomes. Inclusion of downstream effects of antibiotic exposure in the neonatal period should be evaluated within a cost-effectiveness analysis. Highlights Of the 3 approaches recommended by the American Academy of Pediatrics in 2018 to identify early-onset sepsis in infants born at ≥35 weeks, the categorical risk assessment approach leads to about twice as many infants receiving evaluation to rule out early-onset sepsis compared with the neonatal sepsis calculator and enhanced clinical observation approaches.While the hospital costs of the 3 approaches were similar over the entire population of live births, the neonatal sepsis calculator and enhanced clinical observation approaches reduce antibiotic exposure, neonatal intensive care unit admission, and hospital costs associated with interventions as part of the screening approach compared with the categorical risk assessment approach.
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Affiliation(s)
- Grace Guan
- Department of Management Science and Engineering, Stanford University, Stanford, CA, USA
| | - Neha S. Joshi
- Department of Pediatrics, Center for Academic Medicine, Stanford University, Stanford, CA, USA
| | - Adam Frymoyer
- Department of Pediatrics, Center for Academic Medicine, Stanford University, Stanford, CA, USA
| | - Grace D. Achepohl
- Stanford Prevention Research Center, Stanford University, Palo Alto, CA, USA
| | - Rebecca Dang
- Department of Pediatrics, Center for Academic Medicine, Stanford University, Stanford, CA, USA
| | - N. Kenji Taylor
- Division of Primary Care & Population Health, Stanford University School of Medicine, Stanford, CA, USA
- Roots Community Health Center, Oakland, CA, USA
- Intermountain Health Care, Intermountain Health Delivery Institute, Salt Lake City, UT, USA
| | - Joshua A. Salomon
- Department of Health Policy, School of Medicine, and Stanford Health Policy, Freeman Spogli Institute for International Studies, Stanford University, Stanford, CA, USA
| | - Jeremy D. Goldhaber-Fiebert
- Department of Health Policy, School of Medicine, and Stanford Health Policy, Freeman Spogli Institute for International Studies, Stanford University, Stanford, CA, USA
| | - Douglas K. Owens
- Department of Health Policy, School of Medicine, and Stanford Health Policy, Freeman Spogli Institute for International Studies, Stanford University, Stanford, CA, USA
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Judy AE, Frymoyer A, Ansari J, Drover DR, Carvalho B. Ampicillin Pharmacokinetics in Peripartum and Laboring Women. Am J Perinatol 2024; 41:127-133. [PMID: 34670320 DOI: 10.1055/a-1674-6394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
OBJECTIVE Ampicillin is used for multiple peripartum indications including prevention of neonatal group B streptococcus (GBS) and treatment of chorioamnionitis. Despite its widespread use in obstetrics, existing pharmacokinetic data for ampicillin do not address contemporary indications or dosing paradigms for this population. We sought to characterize the pharmacokinetic profile of ampicillin administered to laboring women. STUDY DESIGN Using whole blood dried blood spot sampling technique, maternal blood samples were collected at specified times from 31 women receiving intravenous (IV) ampicillin for peripartum indications. Women received either a 2-g loading dose with 1-g administered every 4 hours (GBS) or 2-g every 6 hours (chorioamnionitis). Pharmacokinetics were analyzed via a population approach with nonlinear mixed-effect modeling. RESULTS The data were best described by a two-compartment model with first-order elimination, with the following whole blood parameters: central volume of distribution (V1), 75.2 L (95% confidence interval [CI]: 56.3-93.6); clearance (CL), 82.4 L/h (95% CI: 59.7-95.7); intercompartmental clearance (Q), 20.9 L/h (95% CI: 16.2-38.2); and peripheral volume of distribution (V2), 61.1 L (95% CI: 26.1-310.5). Interpatient variation in CL and V1 was large (42.0 and 56.7%, respectively). Simulations of standard dosing strategies demonstrated over 98% of women are predicted to achieve an estimated free plasma concentration above mean inhibitory concentration (MIC) of 0.5 μg/mL for more than 50% of the dosing interval. CONCLUSION Although large variation in the pharmacokinetics of ampicillin in pregnant women exists, as predicted by our model, current standard dosing strategies achieve adequate exposure for GBS in nearly all patients. KEY POINTS · IV ampicillin is widely used in obstetrics.. · Pharmacokinetic studies are lacking.. · Ampicillin pharmacokinetics were established.. · Ampicillin clearance and volume of distribution are high.. · Current ampicillin dosing strategies are sufficient..
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Affiliation(s)
- Amy E Judy
- Department of Obstetrics and Gynecology, Stanford University School of Medicine, Stanford, California
| | - Adam Frymoyer
- Department of Pediatrics, Stanford University School of Medicine, Stanford, California
| | - Jessica Ansari
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - David R Drover
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - Brendan Carvalho
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California
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Krzyzanski W, Wintermark P, Annaert P, Groenendaal F, Şahin S, Öncel MY, Armangil D, Koc E, Battin MR, Gunn AJ, Frymoyer A, Chock VYL, Keles E, Mekahli D, van den Anker J, Smits A, Allegaert K. A Population Model of Time-Dependent Changes in Serum Creatinine in (Near)term Neonates with Hypoxic-Ischemic Encephalopathy During and After Therapeutic Hypothermia. AAPS J 2023; 26:4. [PMID: 38051395 DOI: 10.1208/s12248-023-00851-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 08/16/2023] [Indexed: 12/07/2023] Open
Abstract
The objective was to apply a population model to describe the time course and variability of serum creatinine (sCr) in (near)term neonates with moderate to severe encephalopathy during and after therapeutic hypothermia (TH). The data consisted of sCr observations up to 10 days of postnatal age in neonates who underwent TH during the first 3 days after birth. Available covariates were birth weight (BWT), gestational age (GA), survival, and acute kidney injury (AKI). A previously published population model of sCr kinetics in neonates served as the base model. This model predicted not only sCr but also the glomerular filtration rate normalized by its value at birth (GFR/GFR0). The model was used to compare the TH neonates with a reference full term non-asphyxiated population of neonates. The estimates of the model parameters had good precision and showed high between subject variability. AKI influenced most of the estimated parameters denoting a strong impact on sCr kinetics and GFR. BWT and GA were not significant covariates. TH transiently increased [Formula: see text] in TH neonates over the first days compared to the reference group. Asphyxia impacted not only GFR, but also the [Formula: see text] synthesis rate. We also observed that AKI neonates exhibit a delayed onset of postnatal GFR increase and have a higher [Formula: see text] synthesis rate compared to no-AKI patients. Our findings show that the use of [Formula: see text] as marker of renal function in asphyxiated neonates treated with TH to guide dose selection for renally cleared drugs is challenging, while we captured the postnatal sCr patterns in this specific population.
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Affiliation(s)
- Wojciech Krzyzanski
- Department of Pharmaceutical Sciences, University at Buffalo, 370 Pharmacy Building, Buffalo, New York, 14214, USA
| | - Pia Wintermark
- Division of Newborn Medicine, Department of Pediatrics, McGill University, Montreal Children's Hospital, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Pieter Annaert
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Louvain, Belgium
| | - Floris Groenendaal
- Department of Neonatology, Wilhelmina Children's Hospital, University Medical Center Utrecht, and Utrecht University, Utrecht, The Netherlands
- Utrecht Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Suzan Şahin
- Department of Neonatology, Faculty of Medicine, Izmir Demokrasi University, Izmir, Turkey
| | - Mehmet Yekta Öncel
- Department of Neonatology, Faculty of Medicine, İzmir Katip Çelebi University, İzmir, Turkey
| | - Didem Armangil
- Neonatal Intensive Care Unit, Koru Hospital, Ankara, Turkey
| | - Esin Koc
- Department of Neonatology, Faculty of Medicine, Gazi University, Ankara, Turkey
| | - Malcolm R Battin
- Newborn Service, Auckland District Health Board, Auckland, New Zealand
| | - Alistair J Gunn
- Department of Physiology, University of Auckland, Auckland, New Zealand
| | - Adam Frymoyer
- Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, California, USA
| | - Valerie Y-L Chock
- Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, California, USA
| | - Elif Keles
- Department of Neonatology, Faculty of Medicine, Gazi University, Ankara, Turkey
| | - Djalila Mekahli
- Department of Pediatric Nephrology, University Hospitals, Louvain, Belgium
- PKD Research Group, Department of Cellular and Molecular Medicine, KU Leuven, Louvain, Belgium
| | - John van den Anker
- Division of Clinical Pharmacology, Children's National Hospital, Washington, District of Columbia, USA
- Division of Paediatric Pharmacology and Pharmacometrics, University Children's Hospital Basel, University of Basel, Basel, Switzerland
| | - Anne Smits
- Department of Development and Regeneration, KU Leuven, Louvain, Belgium
- Neonatal Intensive Care Unit, University Hospitals Leuven, Louvain, Belgium
| | - Karel Allegaert
- Department of Pharmaceutical Sciences, University at Buffalo, 370 Pharmacy Building, Buffalo, New York, 14214, USA.
- Division of Paediatric Pharmacology and Pharmacometrics, University Children's Hospital Basel, University of Basel, Basel, Switzerland.
- Department of Development and Regeneration, KU Leuven, Louvain, Belgium.
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, 3000, Louvain, Belgium.
- Department of Hospital Pharmacy, Erasmus MC University Medical Center, 3015, Rotterdam, The Netherlands.
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Frymoyer A, Schwenk HT, Brockmeyer JM, Bio L. Impact of model-informed precision dosing on achievement of vancomycin exposure targets in pediatric patients with cystic fibrosis. Pharmacotherapy 2023; 43:1007-1014. [PMID: 37401162 DOI: 10.1002/phar.2845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 05/02/2023] [Accepted: 05/04/2023] [Indexed: 07/05/2023]
Abstract
BACKGROUND Vancomycin is commonly used to treat acute pulmonary exacerbations in pediatric patients with cystic fibrosis (CF) and a history of methicillin-resistant Staphylococcus aureus. Optimizing vancomycin exposure during therapy is essential and area under-the-curve (AUC)-guided dosing is now recommended. Model-informed precision dosing (MIPD) utilizing Bayesian forecasting is a powerful approach that can support AUC-guided dose individualization. The objective of the current study was to examine the impact of implementing an AUC-guided dose individualization approach supported via a MIPD clinical decision support (CDS) tool on vancomycin exposure, target attainment rate, and safety in pediatric patients with CF treated with vancomycin during clinical care. METHODS A retrospective chart review was performed in patients with CF at a single children's hospital comparing pre- and post-implementation of a MIPD approach for vancomycin supported by a cloud-based, CDS tool integrated into the electronic health record (EHR). In the pre-MIPD period, vancomycin starting doses of 60 mg/kg/day (<13 years) or 45 mg/kg/day (≥13 years) were used. Dose adjustment was guided by therapeutic drug monitoring (TDM) with a target trough 10-20 mg/L. In the post-MIPD period, starting dose and dose adjustment were based on the MIPD CDS tool predictions with a target 24 h AUC (AUC24 ) 400-600 mg*h/L. Exposure and target achievement rates were retrospectively calculated and compared. Rates of acute kidney injury (AKI) were also compared. RESULTS Overall, 23 patient courses were included in the pre-MIPD period and 21 patient courses in the post-MIPD period. In the post-MIPD period, an individualized MIPD starting dose resulted in 71% of patients achieving target AUC24 compared to 39% in the pre-MIPD period (p < 0.05). After the first TDM and dose adjustment, target AUC24 achievement was also higher post-MIPD versus pre-MIPD (86% vs. 57%; p < 0.05). AKI rates were low and similar between periods (pre-MIPD 8.7% vs. post-MIPD 9.5%; p = 0.9). CONCLUSION An MIPD approach implemented within a cloud-based, EHR-integrated CDS tool safely supported vancomycin AUC-guided dosing and resulted in high rates of target achievement.
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Affiliation(s)
- Adam Frymoyer
- Department of Pediatrics, Stanford University, Palo Alto, California, USA
| | - Hayden T Schwenk
- Department of Pediatrics, Stanford University, Palo Alto, California, USA
| | - Jake M Brockmeyer
- Department of Pharmacy, Lucile Packard Children's Hospital Stanford, Palo Alto, California, USA
| | - Laura Bio
- Department of Pharmacy, Lucile Packard Children's Hospital Stanford, Palo Alto, California, USA
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Rose LA, Frymoyer A, Bhombal S, Chock VY. Renal Oxygen Saturations and Acute Kidney Injury in the Preterm Infant with Patent Ductus Arteriosus. Am J Perinatol 2023. [PMID: 37459881 DOI: 10.1055/a-2130-2269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/11/2023]
Abstract
OBJECTIVE Decreased near-infrared spectroscopy (NIRS) measures of renal oxygen saturation (Rsat) have identified preterm infants with a hemodynamically significant patent ductus arteriosus (hsPDA). NIRS may further identify infants at risk for acute kidney injury (AKI) in a population with concern for hsPDA. STUDY DESIGN Review of infants ≤29 weeks' gestation undergoing NIRS and echocardiography due to concern for hsPDA. The hsPDA was defined by two of the following: moderate-large size, left to right shunt, aortic flow reversal, left atrial enlargement. AKI was defined by neonatal modified Kidney Disease Improving Global Outcomes (KDIGO). Rsat and cerebral saturation (Csat), averaged over 1 hour, were evaluated for the 24-hour period around echocardiography. RESULTS Among 77 infants, 29 (38%) had AKI by neonatal modified KDIGO criteria. hsPDA was found on echocardiography in 59 (77%). There were no differences in hsPDA in infants with and without AKI (p = 0.1). Rsat was not associated with AKI (p = 0.3). Infants on dopamine had less Rsat variability (p < 0.01). CONCLUSION Rsat prior to echocardiography did not discriminate AKI in this cohort of preterm infants at risk for hsPDA; however, data may not capture optimal timing of Rsat measurement before AKI. KEY POINTS · No Rsat value was found to be associated with the development of AKI.. · The optimal timing of Rsat measurement should be evaluated in infants at risk for hsPDA.. · NIRS bedside monitoring of Csat and Rsat measures may be useful in trending perfusion patterns.. · Identification of those at high risk for AKI may allow for more careful kidney function monitoring..
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Affiliation(s)
- Laura A Rose
- Division of Neonatology, University of California San Diego School of Medicine, La Jolla, California
| | - Adam Frymoyer
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, California
| | - Shazia Bhombal
- Division of Neonatology, Emory University and Children's Healthcare of Atlanta, Atlanta, Georgia
| | - Valerie Y Chock
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, California
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Rumpel JA, Spray BJ, Frymoyer A, Rogers S, Cho SH, Ranabothu S, Blaszak R, Courtney SE, Chock VY. Renal oximetry for early acute kidney injury detection in neonates with hypoxic ischemic encephalopathy receiving therapeutic hypothermia. Pediatr Nephrol 2023; 38:2839-2849. [PMID: 36786860 DOI: 10.1007/s00467-023-05892-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 01/08/2023] [Accepted: 01/19/2023] [Indexed: 02/15/2023]
Abstract
BACKGROUND Neonates with hypoxic ischemic encephalopathy (HIE) receiving therapeutic hypothermia are at high risk of acute kidney injury (AKI). METHODS We performed a two-site prospective observational study from 2018 to 2019 to evaluate the utility of renal near-infrared spectroscopy (NIRS) in detecting AKI in 38 neonates with HIE receiving therapeutic hypothermia. AKI was defined by a delayed rate of serum creatinine decline (< 33% on day 3 of life, < 40% on day 5, and < 46% on day 7). Renal saturation (Rsat) and systemic oxygen saturation (SpO2) were continuously measured for the first 96 h of life (HOL). Renal fractional tissue oxygen extraction (RFTOE) was calculated as (SpO2 - Rsat)/(SpO2). Using renal NIRS, urine biomarkers, and perinatal factors, logistic regression was performed to develop a model that predicted AKI. RESULTS AKI occurred in 20 of 38 neonates (53%). During the first 96 HOL, Rsat was higher, and RFTOE was lower in the AKI group vs. the no AKI group (P < 0.001). Rsat > 70% had a fair predictive performance for AKI at 48-84 HOL (AUC 0.71-0.79). RFTOE ≤ 25 had a good predictive performance for AKI at 42-66 HOL (AUC 0.8-0.83). The final statistical model with the best fit to predict AKI (AUC = 0.88) included RFTOE at 48 HOL (P = 0.012) and pH of the infants' first postnatal blood gas (P = 0.025). CONCLUSIONS Lower RFTOE on renal NIRS and pH on infant first blood gas may be early predictors for AKI in neonates with HIE receiving therapeutic hypothermia. A higher resolution version of the Graphical abstract is available as Supplementary information.
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Affiliation(s)
- Jennifer A Rumpel
- Division of Neonatology, University of Arkansas for Medical Sciences, Little Rock, AR, USA.
- Arkansas Children's Hospital, One Children's Way Slot 512-5, Little Rock, AR, 72205, USA.
| | - Beverly J Spray
- Arkansas Children's Research Institute, Little Rock, AR, USA
| | - Adam Frymoyer
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Sydney Rogers
- Division of Neonatology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Seo-Ho Cho
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Saritha Ranabothu
- Division of Nephrology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Richard Blaszak
- Division of Nephrology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Sherry E Courtney
- Division of Neonatology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Valerie Y Chock
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA, USA
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Dang R, Patel AI, Weng Y, Schroeder AR, Lee HC, Aby J, Frymoyer A. Incidence of Neonatal Hypothermia in the Newborn Nursery and Associated Factors. JAMA Netw Open 2023; 6:e2331011. [PMID: 37642965 PMCID: PMC10466164 DOI: 10.1001/jamanetworkopen.2023.31011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 07/17/2023] [Indexed: 08/31/2023] Open
Abstract
Importance Thermoregulation is a key component of well-newborn care. There is limited epidemiologic data on hypothermia in late preterm and term infants admitted to the nursery. Expanding on these data is essential for advancing evidence-based care in a population that represents more than 3.5 million births per year in the US. Objective To examine the incidence and factors associated with hypothermia in otherwise healthy infants admitted to the newborn nursery following delivery. Design, Setting, and Participants A retrospective cohort study using electronic health record data from May 1, 2015, to August 31, 2021, was conducted at a newborn nursery at a university-affiliated children's hospital. Participants included 23 549 infants admitted to the newborn nursery, from which 321 060 axillary and rectal temperature values were analyzed. Exposures Infant and maternal clinical and demographic factors. Main Outcomes and Measures Neonatal hypothermia was defined according to the World Health Organization threshold of temperature less than 36.5 °C. Hypothermia was further classified by severity (mild: single episode, temperature 36.0-36.4 °C; moderate/severe: persistent or recurrent hypothermia and/or temperature <36.0 °C) and timing (early: all hypothermic episodes occurred within the first 24 hours after birth; late: any episode extended beyond the first 24 hours). Results Of 23 549 included infants (male, 12 220 [51.9%]), 5.6% were late preterm (35-36 weeks' gestation) and 4.3% were low birth weight (≤2500 g). The incidence of mild hypothermia was 17.1% and the incidence of moderate/severe hypothermia was 4.6%. Late hypothermia occurred in 1.8% of infants. Lower birth weight and gestational age and Black and Asian maternal race and ethnicity had the highest adjusted odds across all classifications of hypothermia. The adjusted odds ratios of moderate/severe hypothermia were 5.97 (95% CI 4.45-8.00) in infants with a birth weight less than or equal to 2500 vs 3001 to 3500 g, 3.17 (95% CI 2.24-4.49) in 35 week' vs 39 weeks' gestation, and 2.65 (95% CI 1.78-3.96) in infants born to Black mothers and 1.94 (95% CI 1.61-2.34) in infants born to Asian mothers vs non-Hispanic White mothers. Conclusions and Relevance In this cohort study of infants in the inpatient nursery, hypothermia was common, and the incidence varied by hypothermia definition applied. Infants of lower gestational age and birth weight and those born to Black and Asian mothers carried the highest odds of hypothermia. These findings suggest that identifying biological, structural, and social determinants of hypothermia is essential for advancing evidence-based equitable thermoregulatory care.
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Affiliation(s)
- Rebecca Dang
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Stanford University, Palo Alto, California
| | - Anisha I. Patel
- Division of General Pediatrics, Department of Pediatrics, Stanford University, Palo Alto, California
| | - Yingjie Weng
- Quantitative Sciences Unit, Department of Medicine, Stanford University, Palo Alto, California
| | - Alan R. Schroeder
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Stanford University, Palo Alto, California
- Division of Pediatric Critical Care, Department of Pediatrics, Stanford University, Palo Alto, California
| | - Henry C. Lee
- Division of Neonatology, Department of Pediatrics, University of California, San Diego
| | - Janelle Aby
- Division of General Pediatrics, Department of Pediatrics, Stanford University, Palo Alto, California
| | - Adam Frymoyer
- Division of Neonatal and Developmental Medicine, Department of Pediatrics, Stanford University, Palo Alto, California
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11
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Walravens C, Gupta A, Cohen RS, Kim JL, Frymoyer A. Fewer glucose checks and decreased supplementation using dextrose gel for asymptomatic neonatal hypoglycemia. J Perinatol 2023; 43:532-537. [PMID: 36871107 DOI: 10.1038/s41372-023-01638-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 02/07/2023] [Accepted: 02/22/2023] [Indexed: 03/06/2023]
Abstract
OBJECTIVE Evaluate the impact of a neonatal hypoglycemia (NH) clinical pathway implementing buccal dextrose gel in late preterm and term infants. STUDY DESIGN Quality improvement study at a children's hospital associated birth center. Number of blood glucose checks, use of supplemental milk, and need for IV glucose were followed for 26-months after implementation of dextrose gel and compared to previous 16-month period. RESULTS After QI implementation, 2703 infants were screened for hypoglycemia. Of these, 874 (32%) received at least one dose of dextrose gel. Special cause shifts with reductions in mean number of blood glucose checks per infant (pre 6.6 vs. post 5.6), use of supplemental milk (pre 42% vs. post 30%), and need for IV glucose (pre 4.8% vs. post 3.5%) were found. CONCLUSION Incorporating dextrose gel into a clinical pathway for NH was associated with a sustained reduction in number of interventions, use of supplemental milk and need for IV glucose.
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Affiliation(s)
| | - Arun Gupta
- Department of Pediatrics, Stanford School of Medicine, Stanford, CA, USA
| | - Ronald S Cohen
- Department of Pediatrics, Stanford School of Medicine, Stanford, CA, USA
| | | | - Adam Frymoyer
- Department of Pediatrics, Stanford School of Medicine, Stanford, CA, USA
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12
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Hughes JH, Tong DMH, Faldasz JD, Frymoyer A, Keizer RJ. Evaluation of Neonatal and Paediatric Vancomycin Pharmacokinetic Models and the Impact of Maturation and Serum Creatinine Covariates in a Large Multicentre Data Set. Clin Pharmacokinet 2023; 62:67-76. [PMID: 36404388 PMCID: PMC9898357 DOI: 10.1007/s40262-022-01185-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/20/2022] [Indexed: 11/22/2022]
Abstract
BACKGROUND AND OBJECTIVE Infants and neonates present a clinical challenge for dosing drugs with high interindividual variability due to these patients' rapid growth and the interplay between maturation and organ function. Model-informed precision dosing (MIPD), which can account for interindividual variability via patient characteristics and Bayesian forecasting, promises to improve individualized dosing strategies in this complex population. Here, we assess the predictive performance of published population pharmacokinetic models describing vancomycin in neonates and infants, and analyze the robustness of these models in the face of clinical uncertainty surrounding covariate values. METHODS The predictive precision and bias of nine pharmacokinetic models were compared in a large multi-site data set (N = 2061 patients, 5794 drug levels, 28 institutions) of patients aged 0-365 days. The robustness of model predictions to errors in serum creatinine measurements and gestational age was assessed by using recorded values or by replacing covariate values with 0.3, 0.5 or 0.8 mg/dL or with 40 weeks, respectively. RESULTS Of the nine models, two models (Dao and Jacqz-Aigrain) resulted in predicted concentrations within 2.5 mg/L or 15% of the measured values for at least 60% of population predictions. Within individual models, predictive performance often 2 differed in neonates (0-4 weeks) versus older infants (15-52 weeks). For preterm neonates, imputing gestational age as 40 weeks reduced the accuracy of model predictions. Measured values of serum creatinine improved model predictions compared to using imputed values even in neonates ≤1 week of age. CONCLUSIONS Several available pharmacokinetic models are suitable for MIPD in infants and neonates. Availability and accuracy of model covariates for patients will be important for guiding dose decision-making.
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Affiliation(s)
- Jasmine H Hughes
- InsightRX, 548 Market St. #88083, San Francisco, CA, 94104, USA.
| | | | | | - Adam Frymoyer
- Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Ron J Keizer
- InsightRX, 548 Market St. #88083, San Francisco, CA, 94104, USA
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13
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Rumpel J, Spray BJ, Chock VY, Kirkley MJ, Slagle CL, Frymoyer A, Cho SH, Gist KM, Blaszak R, Poindexter B, Courtney SE. Urine Biomarkers for the Assessment of Acute Kidney Injury in Neonates with Hypoxic Ischemic Encephalopathy Receiving Therapeutic Hypothermia. J Pediatr 2022; 241:133-140.e3. [PMID: 34547334 DOI: 10.1016/j.jpeds.2021.08.090] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 08/29/2021] [Accepted: 09/14/2021] [Indexed: 02/06/2023]
Abstract
OBJECTIVE To evaluate the predictive performance of urine biomarkers for acute kidney injury (AKI) in neonates with hypoxic ischemic encephalopathy (HIE) receiving therapeutic hypothermia. STUDY DESIGN We performed a multicenter prospective observational study of 64 neonates. Urine specimens were obtained at 12, 24, 48, and 72 hours of life and evaluated for neutrophil gelatinase-associated lipocalin (NGAL), kidney injury molecule-1 (KIM-1), cystatin C, interleukin-18 (IL-18), tissue inhibitor of metalloproteinases 2 (TIMP2), and insulin-like growth factor-binding protein 7 (IGFBP7). Logistic regression models with receiver operating characteristics for area under the curve (AUC) were used to assess associations with neonatal modified KDIGO (Kidney Disease: Improving Global Outcomes) AKI criteria. RESULTS AKI occurred in 16 of 64 infants (25%). Neonates with AKI had more days of vasopressor drug use compared with those without AKI (median [IQR], 2 [0-5] days vs 0 [0-2] days; P = .026). Mortality was greater in neonates with AKI (25% vs 2%; P = .012). Although NGAL, KIM-1, and IL-18 were significantly associated with AKI, the AUCs yielded only a fair prediction. KIM-1 had the best predictive performance across time points, with an AUC (SE) of 0.79 (0.11) at 48 hours of life. NGAL and IL-18 had AUCs (SE) of 0.78 (0.09) and 0.73 (0.10), respectively, at 48 hours of life. CONCLUSIONS Urine NGAL, KIM-1, and IL-18 levels were elevated in neonates with HIE receiving therapeutic hypothermia who developed AKI. However, wide variability and unclear cutoff levels make their clinical utility unclear.
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Affiliation(s)
- Jennifer Rumpel
- Section of Neonatology, University of Arkansas for Medical Sciences and Arkansas Children's Hospital, Little Rock, AR.
| | | | - Valerie Y Chock
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA
| | - Megan J Kirkley
- Section of Neonatology, Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO; Department of Pediatrics, Denver Health Medical Center, Denver, CO
| | - Cara L Slagle
- Division of Neonatal and Pulmonary Biology, Cincinnati Children's Hospital, Cincinnati, OH
| | - Adam Frymoyer
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA
| | - Seo-Ho Cho
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA
| | - Katja M Gist
- Division of Cardiology, Department of Pediatrics, Cincinnati Children's Hospital, University of Cincinnati, Cincinnati, OH
| | - Richard Blaszak
- Section of Nephrology, University of Arkansas for Medical Sciences, Little Rock, AR
| | - Brenda Poindexter
- Division of Neonatal and Pulmonary Biology, Cincinnati Children's Hospital, Cincinnati, OH; Division of Neonatology, Emory University and Children's Healthcare of Atlanta, Atlanta, GA
| | - Sherry E Courtney
- Section of Neonatology, University of Arkansas for Medical Sciences and Arkansas Children's Hospital, Little Rock, AR
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14
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Blecharczyk E, Lee L, Birnie K, Gupta A, Davis A, Van Meurs K, Bonifacio S, Frymoyer A. Standardized Evaluation of Cord Gases in Neonates at Risk for Hypoxic Ischemic Encephalopathy. Hosp Pediatr 2022; 12:29-37. [PMID: 34854918 DOI: 10.1542/hpeds.2021-006135] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
BACKGROUND Umbilical-cord acidemia may indicate perinatal asphyxia and places a neonate at increased risk for hypoxic ischemic encephalopathy (HIE). Our specific aim was to develop a standardized clinical care pathway, ensuring timely identification and evaluation of neonates with umbilical-cord acidemia at risk for HIE. METHODS A standardized clinical care pathway to screen inborn neonates ≥36 weeks with abnormal cord blood gases (a pH of ≤7.0 or base deficit of ≥10) for HIE was implemented in January 2016. Abnormal cord blood gases resulted in a direct notification from the laboratory to an on-call physician. Evaluation included a modified Sarnat examination, postnatal blood gas, and standardized documentation. The percentage of neonates in which physician notification, documented Sarnat examination, and postnatal blood gas occurred was examined for 6 months before and 35 months after implementation. RESULTS Of 203 neonates with abnormal cord gases in the post-quality improvement (QI) period, physician notification occurred in 92%. In the post-QI period, 94% had a documented Sarnat examination, and 94% had postnatal blood gas, compared with 16% and 11%, respectively, of 87 neonates in the pre-QI period. In the post-QI period, of those evaluated, >96% were documented within 4 hours of birth. In the post-QI period, 15 (7.4%) neonates were cooled; 13 were in the NICU at time of identification, but 2 were identified in the newborn nursery and redirected to the NICU for cooling. CONCLUSIONS A standardized screening pathway in neonates with umbilical-cord acidemia led to timely identification and evaluation of neonates at risk for HIE.
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Affiliation(s)
- Elizabeth Blecharczyk
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California
| | - Lucy Lee
- Palo Alto Medical Foundation, Palo Alto, California
| | - Krista Birnie
- Department of Pediatrics, School of Medicine, University of Washington, Seattle, Washington
| | - Arun Gupta
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California
| | - Alexis Davis
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California
| | - Krisa Van Meurs
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California
| | - Sonia Bonifacio
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California
| | - Adam Frymoyer
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California
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15
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Allegaert K, Mekahli D, Wintermark P, Groenendaal F, Borloo N, Laenen A, Annaert P, Şahin S, Öncel MY, Chock VY, Armangil D, Koc E, Battin MR, Frymoyer A, Keles E, Smits A. Rescaling Creatinine Centiles in Neonates Treated with Therapeutic Hypothermia for Neonatal Encephalopathy. Neonatology 2022; 119:792-794. [PMID: 36183691 DOI: 10.1159/000526738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 08/12/2022] [Indexed: 12/15/2022]
Affiliation(s)
- Karel Allegaert
- Department of Development and Regeneration, KU Leuven, Leuven, Belgium.,Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium.,Department of Clinical Pharmacy, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Djalila Mekahli
- Department of Development and Regeneration, KU Leuven, Leuven, Belgium.,Department of Pediatric Nephrology, University Hospitals of Leuven, Leuven, Belgium
| | - Pia Wintermark
- Division of Newborn Medicine, Department of Pediatrics, McGill University, Montreal Children's Hospital, Research Institute of the McGill University Health Centre, Montreal, Québec, Canada
| | - Floris Groenendaal
- Department of Neonatology, Wilhelmina Children's Hospital, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.,Utrecht Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Noor Borloo
- Neonatal Intensive Care Unit, University Hospitals Leuven, Leuven, Belgium
| | - Annouschka Laenen
- Leuven Biostatistics and Statistical Bioinformatics Center (L-BioStat), KU Leuven, Leuven, Belgium
| | - Pieter Annaert
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
| | - Suzan Şahin
- Department of Neonatology, Izmir Demokrasi University, Faculty of Medicine, Izmir, Turkey
| | - Mehmet Yekta Öncel
- Department of Neonatology, İzmir Katip Çelebi University, Faculty of Medicine, Izmir, Turkey
| | - Valerie Y Chock
- Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, California, USA
| | - Didem Armangil
- Neonatal Intensive Care Unit, Koru Hospital, Ankara, Turkey
| | - Esin Koc
- Department of Neonatology, Gazi University, Faculty of Medicine, Ankara, Turkey
| | - Malcolm R Battin
- Newborn Service, Auckland District Health Board, Auckland, New Zealand
| | - Adam Frymoyer
- Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, California, USA
| | - Elif Keles
- Department of Neonatology, Gazi University, Faculty of Medicine, Ankara, Turkey
| | - Anne Smits
- Department of Development and Regeneration, KU Leuven, Leuven, Belgium.,Neonatal Intensive Care Unit, University Hospitals Leuven, Leuven, Belgium
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16
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Keles E, Wintermark P, Groenendaal F, Borloo N, Smits A, Laenen A, Mekahli D, Annaert P, Şahin S, Öncel MY, Chock V, Armangil D, Koc E, Battin MR, Frymoyer A, Allegaert K. Serum Creatinine Patterns in Neonates Treated with Therapeutic Hypothermia for Neonatal Encephalopathy. Neonatology 2022; 119:686-694. [PMID: 35797956 DOI: 10.1159/000525574] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 06/14/2022] [Indexed: 12/15/2022]
Abstract
INTRODUCTION There is large variability in kidney function and injury in neonates with neonatal encephalopathy (NE) treated with therapeutic hypothermia (TH). Acute kidney injury (AKI) definitions that apply categorical approaches may lose valuable information about kidney function in individual patients. Centile serum creatinine (SCr) over postnatal age (PNA) may provide more valuable information in TH neonates. METHODS Data from seven TH neonates and one non-TH-treated, non-NE control cohorts were pooled in a retrospective study. SCr centiles over PNA, and AKI incidence (definition: SCr ↑≥0.3 mg/dL within 48 h, or ↑ ≥1.5 fold vs. the lowest prior SCr within 7 days) and mortality were calculated. Repeated measurement linear models were applied to SCr trends, modeling SCr on PNA, birth weight or gestational age (GA), using heterogeneous autoregressive residual covariance structure and maximum likelihood methods. Findings were compared to patterns in the control cohort. RESULTS Among 1,136 TH neonates, representing 4,724 SCr observations, SCr (10th-25th-50th-75th-90th-95th) PNA centiles (day 1-10) were generated. In TH neonates, the AKI incidence was 132/1,136 (11.6%), mortality 193/1,136 (17%). AKI neonates had a higher mortality (37.2-14.3%, p < 0.001). Median SCr patterns over PNA were significantly higher in nonsurvivors (p < 0.01) or AKI neonates (p < 0.001). In TH-treated neonates, PNA and GA or birth weight explained SCr variability. Patterns over PNA were significantly higher in TH neonates to controls (801 neonates, 2,779 SCr). CONCLUSIONS SCr patterns in TH-treated NE neonates are specific. Knowing PNA-related patterns enable clinicians to better assess kidney function and tailor pharmacotherapy, fluids, or kidney supportive therapies.
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Affiliation(s)
- Elif Keles
- Department of Neonatology, Gazi University, Faculty of Medicine, Ankara, Turkey
| | - Pia Wintermark
- Division of Newborn Medicine, Department of Pediatrics, McGill University, Montreal Children's Hospital, Research Institute of the McGill University Health Centre, Montreal, Québec, Canada
| | - Floris Groenendaal
- Department of Neonatology, Wilhelmina Children's Hospital, University Medical Center Utrecht, and Utrecht University, Utrecht, The Netherlands.,Utrecht Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Noor Borloo
- Neonatal Intensive Care Unit, University Hospitals Leuven, Leuven, Belgium
| | - Anne Smits
- Neonatal Intensive Care Unit, University Hospitals Leuven, Leuven, Belgium.,Department of Development and Regeneration, KU Leuven, Leuven, Belgium
| | - Annouschka Laenen
- Leuven Biostatistics and Statistical Bioinformatics Center (L-BioStat), KU Leuven, Leuven, Belgium
| | - Djalila Mekahli
- Department of Development and Regeneration, KU Leuven, Leuven, Belgium.,Department of Pediatric Nephrology, University Hospitals of Leuven, Leuven, Belgium
| | - Pieter Annaert
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
| | - Suzan Şahin
- Department of Neonatology, Izmir Demokrasi University, Faculty of Medicine, Izmir, Turkey
| | - Mehmet Yekta Öncel
- Department of Neonatology, İzmir Katip Çelebi University, Faculty of Medicine, İzmir, Turkey
| | - Valerie Chock
- Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, California, USA
| | - Didem Armangil
- Neonatal Intensive Care Unit, Koru Hospital, Ankara, Turkey
| | - Esin Koc
- Department of Neonatology, Gazi University, Faculty of Medicine, Ankara, Turkey
| | - Malcolm R Battin
- Newborn Service, Auckland District Health Board, Auckland, New Zealand
| | - Adam Frymoyer
- Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, California, USA
| | - Karel Allegaert
- Department of Development and Regeneration, KU Leuven, Leuven, Belgium.,Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium.,Department of Clinical Pharmacy, Erasmus Medical Center, Rotterdam, The Netherlands
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17
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Chang HP, Shakhnovich V, Frymoyer A, Funk RS, Becker ML, Park KT, Shah DK. A population physiologically-based pharmacokinetic model to characterize antibody disposition in pediatrics and evaluation of the model using infliximab. Br J Clin Pharmacol 2022; 88:290-302. [PMID: 34189743 PMCID: PMC8714867 DOI: 10.1111/bcp.14963] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 05/13/2021] [Accepted: 05/23/2021] [Indexed: 01/03/2023] Open
Abstract
AIMS In order to better predict the pharmacokinetics (PK) of antibodies in children, and to facilitate dose optimization of antibodies in paediatric patients, there is a need to develop systems PK models that integrate ontogeny-related changes in human physiological parameters. METHODS A population-based physiological-based PK (PBPK) model to characterize antibody PK in paediatrics has been developed, by incorporating age-related changes in body weight, organ weight, organ blood flow rate and interstitial volumes in a previously published platform model. The model was further used to perform Monte Carlo simulations to investigate clearance vs. age and dose-exposure relationships for infliximab. RESULTS By estimating only one parameter and associated interindividual variability, the model was able to characterize clinical PK of infliximab from two paediatric cohorts (n = 141, 4-19 years) reasonably well. Model simulations demonstrated that only 50% of children reached desired trough concentrations when receiving FDA-labelled dosing regimen for infliximab, suggesting that higher doses and/or more frequent dosing are needed to achieve target trough concentrations of this antibody. CONCLUSION The paediatric PBPK model presented here can serve as a framework to characterize the PK of antibodies in paediatric patients. The model can also be applied to other protein therapeutics to advance precision medicine paradigm and optimize antibody dosing regimens in children.
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Affiliation(s)
- Hsuan Ping Chang
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, The State University of New York at Buffalo, Buffalo, NY, United States
| | - Valentina Shakhnovich
- Children's Mercy Kansas City, Kansas City, MO, United States
- University of Missouri-Kansas City School of Medicine, Kansas City, MO, United States
| | - Adam Frymoyer
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, United States
| | - Ryan Sol Funk
- Department of Pharmacy Practice, University of Kansas School of Pharmacy, Kansas City, KS, United States
| | - Mara L. Becker
- Department of Pediatrics, Division of Rheumatology, Duke University, Durham, NC, United States
- Duke Clinical Research Institute, Durham, NC, United States
| | - K. T. Park
- Genentech, Inc., South San Francisco, CA, USA
| | - Dhaval K. Shah
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, The State University of New York at Buffalo, Buffalo, NY, United States
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18
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Bain L, Sivakumar D, McCallie K, Balasundaram M, Frymoyer A. A Clinical Monitoring Approach for Early Onset Sepsis: A Community Hospital Experience. Hosp Pediatr 2021; 12:16-21. [PMID: 34935049 DOI: 10.1542/hpeds.2021-006058] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
BACKGROUND A serial clinical examination approach to screen late preterm and term neonates at risk for early onset sepsis has been shown to be effective in large academic centers, resulting in reductions in laboratory testing and antibiotic use. The implementation of this approach in a community hospital setting has not been reported. Our objective was to adapt a clinical examination approach to our community hospital, aiming to reduce antibiotic exposure and laboratory testing. METHODS At a community hospital with a level III NICU and >4500 deliveries annually, the pathway to evaluate neonates ≥35 weeks at risk for early onset sepsis was revised to focus on clinical examination. Well-appearing neonates regardless of perinatal risk factor were admitted to the mother baby unit with serial vital signs and clinical examinations performed by a nurse. Neonates symptomatic at birth or who became symptomatic received laboratory evaluation and/or antibiotic treatment. Antibiotic use, laboratory testing, and culture results were evaluated for the 14 months before and 19 months after implementation. RESULTS After implementation of the revised pathway, antibiotic use decreased from 6.7% (n = 314/4694) to 2.6% (n = 153/5937; P < .001). Measurement of C-reactive protein decreased from 13.3% (n = 626/4694) to 5.3% (n = 312/5937; P < .001). No cases of culture-positive sepsis occurred, and no neonate was readmitted within 30 days from birth with a positive blood culture. CONCLUSIONS A screening approach for early onset sepsis focused on clinical examination was successfully implemented at a community hospital setting resulting in reduction of antibiotic use and laboratory testing without adverse outcomes.
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Affiliation(s)
- Lisa Bain
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California
| | - Dharshi Sivakumar
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California
| | - Katherine McCallie
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California
| | - Malathi Balasundaram
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California
| | - Adam Frymoyer
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California
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19
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Abstract
The changing epidemiology of early-onset neonatal sepsis among term infants has required reappraisal of approaches to management of newborn infants at potential risk. As this is now a rare disease, new strategies for reduction in diagnostic testing and empirical treatment have been developed. Adoption and refinement of these strategies should be a priority for all facilities where babies are born.
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Affiliation(s)
- Karen M Puopolo
- Division of Neonatology, Department of Pediatrics, Children's Hospital of Philadelphia Newborn Care at Pennsylvania Hospital, 800 Spruce Street, Philadelphia, PA 19107, USA; Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
| | - Sagori Mukhopadhay
- Division of Neonatology, Department of Pediatrics, Children's Hospital of Philadelphia Newborn Care at Pennsylvania Hospital, 800 Spruce Street, Philadelphia, PA 19107, USA; Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Adam Frymoyer
- Department of Pediatrics-Neonatology, Stanford University, 453 Quarry Road, MC: 5660, Palo Alto, CA 94304, USA
| | - William E Benitz
- Department of Pediatrics-Neonatology, Stanford University, 453 Quarry Road, MC: 5660, Palo Alto, CA 94304, USA
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McPherson C, Frymoyer A, Ortinau CM, Miller SP, Groenendaal F. Management of comfort and sedation in neonates with neonatal encephalopathy treated with therapeutic hypothermia. Semin Fetal Neonatal Med 2021; 26:101264. [PMID: 34215538 PMCID: PMC8900710 DOI: 10.1016/j.siny.2021.101264] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Ensuring comfort for neonates undergoing therapeutic hypothermia (TH) after neonatal encephalopathy (NE) exemplifies a vital facet of neonatal neurocritical care. Physiologic markers of stress are frequently present in these neonates. Non-pharmacologic comfort measures form the foundation of care, benefitting both the neonate and parents. Pharmacological sedatives may also be indicated, yet have the potential to both mitigate and intensify the neurotoxicity of a hypoxic-ischemic insult. Morphine represents current standard of care with a history of utilization and extensive pharmacokinetic data to guide safe and effective dosing. Dexmedetomidine, as an alternative to morphine, has several appealing characteristics, including neuroprotective effects in animal models; robust pharmacokinetic studies in neonates with NE treated with TH are required to ensure a safe and effective standard dosing approach. Future studies in neonates treated with TH must address comfort, adverse events, and long-term outcomes in the context of specific sedation practices.
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Affiliation(s)
- Christopher McPherson
- Department of Pediatrics, Washington University School of Medicine, 660 South Euclid Ave., St. Louis, MO, 63110, USA.
| | - Adam Frymoyer
- Department of Pediatrics, Stanford University, 750 Welch Road, Suite 315, Palo Alto, CA, 94304, USA.
| | - Cynthia M. Ortinau
- Department of Pediatrics, Washington University School of Medicine, 660 South Euclid Ave., St. Louis, MO, 63110, USA
| | - Steven P. Miller
- Department of Pediatrics, The Hospital for Sick Children and the University of Toronto, 555 University Avenue, Toronto, ON, Canada
| | - Floris Groenendaal
- Department of Neonatology, Wilhelmina Children's Hospital, University Medical Center Utrecht and Utrecht University, Lundlaan 6, 3584 EA, Utrecht, Netherlands.
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Gundersen JK, Chakkarapani E, Jary S, Menassa DA, Scull-Brown E, Frymoyer A, Walløe L, Thoresen M. Morphine and fentanyl exposure during therapeutic hypothermia does not impair neurodevelopment. EClinicalMedicine 2021; 36:100892. [PMID: 34308308 PMCID: PMC8257990 DOI: 10.1016/j.eclinm.2021.100892] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Revised: 04/21/2021] [Accepted: 04/23/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Hypothermia-treated and intubated infants with moderate or severe hypoxic-ischemic encephalopathy (HIE) usually receive morphine for sedation and analgesia (SA) during therapeutic hypothermia (TH) and endotracheal ventilation. Altered drug pharmacokinetics in this population increases the risk of drug accumulation. Opioids are neurotoxic in preterm infants. In term infants undergoing TH, the long-term effects of morphine exposure are unknown. We examined the effect of opioid administration during TH on neurodevelopmental outcome and time to extubation after sedation ended. METHODS In this prospectively collected population-based cohort of 282 infants with HIE treated with TH (2007-2017), the cumulative opioid dose of morphine and equipotent fentanyl (10-60 µg/kg/h) administered during the first week of life was calculated. Clinical outcomes and concomitant medications were also collected. Of 258 survivors, 229 underwent Bayley-3 neurodevelopmental assessments of cognition, language and motor function at 18-24 months. Multivariate stepwise linear regression analysis was used to examine the relation between cumulative opioid dose and Bayley-3 scores. Three severity-groups (mild-moderate-severe) were stratified by early (<6 h) amplitude-integrated electroencephalography (aEEG) patterns. FINDINGS The cumulative dose of opioid administered as SA during TH was median (IQR) 2121 µg/kg (1343, 2741). Time to extubation was independent of SA dose (p > 0.2). There was no significant association between cumulative SA dose and any of the Bayley-3 domains when analysing the entire cohort or any of the aEEG severity groups. INTERPRETATION Higher cumulative opioid doses in TH-treated infants with HIE was not associated with worse Bayley-3 scores at 18-24 months of age. FUNDING The Bristol cooling program was funded by the Children's Medical Research Charity SPARKS managing donations for our research from the UK and US, the UK Moulton Foundation, the Lærdal Foundation for Acute Medicine in Norway and the Norwegian Research Council (JKG).
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Affiliation(s)
- Julia K Gundersen
- Division of Physiology, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
- Translational Health Sciences, St. Michael's Hospital, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Ela Chakkarapani
- Translational Health Sciences, St. Michael's Hospital, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Sally Jary
- Translational Health Sciences, St. Michael's Hospital, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - David A Menassa
- Division of Physiology, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
- The Queen's College, University of Oxford, Oxford, United Kingdom
| | - Emma Scull-Brown
- Translational Health Sciences, St. Michael's Hospital, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Adam Frymoyer
- Department of Pediatrics, Stanford University, California, United States
| | - Lars Walløe
- Division of Physiology, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Marianne Thoresen
- Division of Physiology, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
- Translational Health Sciences, St. Michael's Hospital, Bristol Medical School, University of Bristol, Bristol, United Kingdom
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22
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Chock VY, Cho SH, Frymoyer A. Aminophylline for renal protection in neonatal hypoxic-ischemic encephalopathy in the era of therapeutic hypothermia. Pediatr Res 2021; 89:974-980. [PMID: 32503030 PMCID: PMC7718287 DOI: 10.1038/s41390-020-0999-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 05/20/2020] [Accepted: 05/26/2020] [Indexed: 12/29/2022]
Abstract
BACKGROUND Neonates with hypoxic-ischemic encephalopathy (HIE) frequently develop acute kidney injury (AKI). Aminophylline has been shown to reduce severe renal dysfunction in neonates after perinatal asphyxia. However, the effect of aminophylline on renal function in neonates undergoing hypothermia has not been studied. METHODS A single-center, retrospective chart review of neonates cooled for moderate/severe HIE who received aminophylline for AKI was conducted to assess changes in urine output (UOP) and serum creatinine (SCr). Comparisons were also made to control neonates matched for hours of life who were cooled but unexposed to aminophylline. RESULTS Sixteen neonates cooled for HIE received aminophylline starting at 25 ± 14 h of life. Within 12 h of starting aminophylline, UOP increased by 2.6 ± 1.9 mL/kg/h. SCr declined by 0.4 ± 0.2 mg/dL in survivors over the first 4 days. When compared to control neonates, UOP increase was greater in the aminophylline group (p < 0.001). SCr declined in survivors in both groups, although baseline SCr was higher in the aminophylline group. CONCLUSIONS Aminophylline use in neonates with HIE undergoing hypothermia was associated with an increase in UOP and a decline in SCr. A randomized trial will be needed to establish a potential renal protective role of aminophylline. IMPACT The renal protective effect of aminophylline in neonates with HIE has not yet been studied in the context of therapeutic hypothermia. Aminophylline exposure in neonates cooled for HIE was associated with increased UOP and a similar decline in SCr when compared to control infants unexposed to aminophylline. Improved renal function after receiving aminophylline in this observational cohort study suggests the need for future randomized trials to establish the potential benefit of aminophylline in the HIE population undergoing hypothermia.
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Affiliation(s)
- Valerie Y Chock
- Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA, USA.
| | - Seo-Ho Cho
- Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA, USA
- Stanford Prevention Research Center, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Adam Frymoyer
- Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA, USA
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23
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Frymoyer A, Van Meurs KP, Drover DR, Klawitter J, Christians U, Chock VY. Theophylline dosing and pharmacokinetics for renal protection in neonates with hypoxic-ischemic encephalopathy undergoing therapeutic hypothermia. Pediatr Res 2020; 88:871-877. [PMID: 32919393 PMCID: PMC7704857 DOI: 10.1038/s41390-020-01140-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 08/10/2020] [Accepted: 08/13/2020] [Indexed: 11/15/2022]
Abstract
BACKGROUND Theophylline, a non-selective adenosine receptor antagonist, improves renal perfusion in the setting of hypoxia-ischemia and may offer therapeutic benefit in neonates with hypoxic-ischemic encephalopathy (HIE) undergoing hypothermia. We evaluated the pharmacokinetics and dose-exposure relationships of theophylline in this population to guide dosing strategies. METHODS A population pharmacokinetic analysis was performed in 22 neonates with HIE undergoing hypothermia who were part of a prospective study or retrospective chart review. Aminophylline (intravenous salt form of theophylline) was given per institutional standard of care for low urine output and/or rising serum creatinine (5 mg/kg intravenous (i.v.) load then 1.8 mg/kg i.v. q6h). The ability of different dosing regimens to achieve target concentrations (4-10 mg/L) associated with clinical response was examined. RESULTS Birth weight was a significant predictor of theophylline clearance and volume of distribution (p < 0.05). The median half-life was 39.5 h (range 27.2-50.4). An aminophylline loading dose of 7 mg/kg followed by 1.6 mg/kg q12h was predicted to achieve target concentrations in 84% of simulated neonates. CONCLUSIONS In neonates with HIE undergoing hypothermia, theophylline clearance was low with a 50% longer half-life compared to full-term normothermic neonates without HIE. Dosing strategies need to consider the unique pharmacokinetic needs of this population. IMPACT Theophylline is a potential renal-protective therapy in neonates with HIE undergoing therapeutic hypothermia; however, the pharmacokinetics and dose needs in this population are not known. Theophylline clearance was low in neonates with HIE undergoing therapeutic hypothermia with a 50% longer half-life compared to full-term normothermic neonates without HIE. As theophylline is advanced in clinical development, dosing strategies will need to consider the unique pharmacokinetic needs of neonates with HIE undergoing therapeutic hypothermia.
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Affiliation(s)
- Adam Frymoyer
- Department of Pediatrics, Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, CA, USA.
| | - Krisa P Van Meurs
- Department of Pediatrics, Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - David R Drover
- Department Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Jelena Klawitter
- Department of Anesthesiology, University of Colorado, Aurora, CO, USA
| | - Uwe Christians
- Department of Anesthesiology, University of Colorado, Aurora, CO, USA
| | - Valerie Y Chock
- Department of Pediatrics, Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, CA, USA
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24
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Brockmeyer JM, Wise RT, Burgener EB, Milla C, Frymoyer A. Area under the curve achievement of once daily tobramycin in children with cystic fibrosis during clinical care. Pediatr Pulmonol 2020; 55:3343-3350. [PMID: 32827334 DOI: 10.1002/ppul.25037] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2020] [Revised: 08/17/2020] [Accepted: 08/19/2020] [Indexed: 12/31/2022]
Abstract
BACKGROUND The area under the concentration-time curve over 24 hours (AUC24 ) is frequently utilized to monitor tobramycin exposure in children with cystic fibrosis (CF). An understanding of exposure target achievement during clinical implementation of an AUC24 based approach in children is limited. METHODS A retrospective chart review was performed in children with CF treated with once daily tobramycin and drug concentration monitoring at a pediatric CF center. During clinical care AUC24 was estimated using a traditional log-linear regression approach (LLR). AUC24 was also estimated retrospectively using a pharmacokinetic model-based Bayesian forecasting approach (BF). AUC24 achievement after both approaches were compared. RESULTS In 77 treatment courses (mean age, 12.7 ± 5.0 years), a target AUC24 100 to 125 mg h/L was achieved after starting dose in 21 (27%) and after initial dose adjustment in 35 (45%). In the first 7 days of treatment, 24 (32%) required ≥3 dose adjustments, and the mean number of drug concentrations measured was 7.1 ± 3.2. Examination of a BF approach demonstrated adequate prediction of measured tobramycin concentrations (median bias -2.1% [95% CI -3.1 to -1.4]; median precision 7.6% [95% CI, 7.1%-8.2%]). AUC24 estimates utilizing the BF approach were higher than the LLR approach with a mean difference of 6.4 mg h/L (95% CI, 4.8 to 8.0 mg h/L). CONCLUSIONS Achievement of a narrow AUC24 target is challenging during clinical care, and dose individualization is needed in most children with CF. Implementing a BF approach for estimating AUC24 in children with CF is supported.
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Affiliation(s)
- Jake M Brockmeyer
- Department of Pharmacy, Lucile Packard Children's Hospital Stanford, Palo Alto, California
| | - Russell T Wise
- Department of Pharmacy, Lucile Packard Children's Hospital Stanford, Palo Alto, California
| | - Elizabeth B Burgener
- Division of Pediatric Pulmonary Medicine, Stanford University, Stanford, California
| | - Carlos Milla
- Division of Pediatric Pulmonary Medicine, Stanford University, Stanford, California
| | - Adam Frymoyer
- Department of Pediatrics, Stanford University, Stanford, California
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25
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Frymoyer A, Joshi NS, Allan JM, Cohen RS, Aby JL, Kim JL, Benitz WE, Gupta A. Sustainability of a Clinical Examination-Based Approach for Ascertainment of Early-Onset Sepsis in Late Preterm and Term Neonates. J Pediatr 2020; 225:263-268. [PMID: 32511960 DOI: 10.1016/j.jpeds.2020.05.055] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 05/15/2020] [Accepted: 05/28/2020] [Indexed: 01/29/2023]
Abstract
We demonstrated the sustained impact over a 5-year period of a clinical examination-based approach to identification of early-onset sepsis in late preterm and term neonates at our hospital. To date, more than 20 000 neonates have been safely managed using this approach, resulting in a 63% reduction in antibiotic use.
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Affiliation(s)
- Adam Frymoyer
- Department of Pediatrics, Stanford University, Stanford, CA.
| | - Neha S Joshi
- Department of Pediatrics, Stanford University, Stanford, CA
| | | | - Ronald S Cohen
- Department of Pediatrics, Stanford University, Stanford, CA
| | - Janelle L Aby
- Department of Pediatrics, Stanford University, Stanford, CA
| | | | | | - Arun Gupta
- Department of Pediatrics, Stanford University, Stanford, CA
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26
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Frymoyer A, Schwenk HT, Zorn Y, Bio L, Moss JD, Chasmawala B, Faulkenberry J, Goswami S, Keizer RJ, Ghaskari S. Model-Informed Precision Dosing of Vancomycin in Hospitalized Children: Implementation and Adoption at an Academic Children's Hospital. Front Pharmacol 2020; 11:551. [PMID: 32411000 PMCID: PMC7201037 DOI: 10.3389/fphar.2020.00551] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Accepted: 04/09/2020] [Indexed: 02/03/2023] Open
Abstract
Background Model-informed precision dosing (MIPD) can serve as a powerful tool during therapeutic drug monitoring (TDM) to help individualize dosing in populations with large pharmacokinetic variation. Yet, adoption of MIPD in the clinical setting has been limited. Overcoming technologic hurdles that allow access to MIPD at the point-of-care and placing it in the hands of clinical specialists focused on medication dosing may encourage adoption. Objective To describe the hospital implementation and usage of a MIPD clinical decision support (CDS) tool for vancomycin in a pediatric population. Methods Within an academic children’s hospital, MIPD for vancomycin was implemented via a commercial cloud-based CDS tool that utilized Bayesian forecasting. Clinical pharmacists were recognized as local champions to facilitate adoption of the tool and operated as end-users. Integration within the electronic health record (EHR) and automatic transmission of patient data to the tool were identified as important requirements. A web-link icon was developed within the EHR which when clicked sends users and needed patient-level clinical data to the CDS platform. Individualized pharmacokinetic predictions and exposure metrics for vancomycin are then presented in the form of a web-based dashboard. Use of the CDS tool as part of TDM was tracked and users were surveyed on their experience. Results After a successful pilot phase in the neonatal intensive care unit, implementation of MIPD was expanded to the pediatric intensive care unit, followed by availability to the entire hospital. During the first 2+ years since implementation, a total of 853 patient-courses (n = 96 neonates, n = 757 children) and 2,148 TDM levels were evaluated using the CDS tool. For the most recent 6 months, the CDS tool was utilized to support 79% (181/230) of patient-courses in which TDM was performed. Of 26 users surveyed, > 96% agreed or strongly agreed that automatic transmission of patient data to the tool was a feature that helped them complete tasks more efficiently; 81% agreed or strongly agreed that they were satisfied with the CDS tool. Conclusions Integration of a vancomycin CDS tool within the EHR, along with leveraging the expertise of clinical pharmacists, allowed for successful adoption of MIPD in clinical care.
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Affiliation(s)
- Adam Frymoyer
- Department of Pediatrics, Stanford University School of Medicine, Palo Alto, CA, United States
| | - Hayden T Schwenk
- Department of Pediatrics, Stanford University School of Medicine, Palo Alto, CA, United States
| | - Yvonne Zorn
- Department of Clinical Pharmacy, Lucile Packard Children's Hospital Stanford, Palo Alto, CA, United States
| | - Laura Bio
- Department of Clinical Pharmacy, Lucile Packard Children's Hospital Stanford, Palo Alto, CA, United States
| | - Jeffrey D Moss
- Department of Clinical Pharmacy, Lucile Packard Children's Hospital Stanford, Palo Alto, CA, United States
| | - Bhavin Chasmawala
- Information Services, Lucile Packard Children's Hospital Stanford, Palo Alto, CA, United States
| | - Joshua Faulkenberry
- Information Services, Lucile Packard Children's Hospital Stanford, Palo Alto, CA, United States
| | | | | | - Shabnam Ghaskari
- Information Services, Lucile Packard Children's Hospital Stanford, Palo Alto, CA, United States
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27
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Damian MA, Hammer GB, Elkomy MH, Frymoyer A, Drover DR, Su F. Pharmacokinetics of Dexmedetomidine in Infants and Children After Orthotopic Liver Transplantation. Anesth Analg 2020; 130:209-216. [PMID: 30198929 DOI: 10.1213/ane.0000000000003761] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
BACKGROUND Dexmedetomidine (DEX) is a sedative and analgesic medication that is frequently used postoperatively in children after liver transplantation. Hepatic dysfunction, including alterations in drug clearance, is common immediately after liver transplantation. However, the pharmacokinetics (PK) of DEX in this population is unknown. The objective of this study was to determine the PK profile of DEX in children after liver transplantation. METHODS This was a single-center, open-label PK study of DEX administered as an intravenous loading dose of 0.5 μg/kg followed by a continuous infusion of 0.5 μg/kg/h. Twenty subjects, 1 month to 18 years of age, who were admitted to the pediatric intensive care unit after liver transplantation were enrolled. Whole blood was collected and analyzed for DEX concentration using a dried blood spot method. Nonlinear mixed-effects modeling was used to characterize the population PK of DEX. RESULTS DEX PK was best described by a 2-compartment model with first-order elimination. A typical child after liver transplantation with an international normalized ratio (INR) of 1.8 was found to have a whole blood DEX clearance of 52 L/h (95% confidence interval [CI], 31-73 L/h). In addition, intercompartmental clearance was 246 L/h (95% CI, 139-391 L/h), central volume of distribution was 186 L/70 kg (95% CI, 140-301 L/70 kg), and peripheral volume of distribution was 203 L (95% CI, 123-338 L). Interindividual variability ranged from 11% to 111% for all parameters. Clearance was not found to be associated with weight but was found to be inversely proportional to INR. An increase in INR to 3.2 resulted in a 50% decrease in DEX clearance. Weight was linearly correlated with central volume of distribution. All other covariates, including age, ischemic time, total bilirubin, and alanine aminotransferase, were not found to be significant predictors of DEX disposition. CONCLUSIONS Children who received DEX after liver transplantation have large variability in clearance, which was not found to be associated with weight but is influenced by underlying liver function, as reflected by INR. In this population, titration of DEX dosing to clinical effect may be important because weight-based dosing is poorly associated with blood concentrations. More attention to quality of DEX sedation may be warranted when INR values are changing.
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Affiliation(s)
- Mihaela A Damian
- From the Department of Pediatrics, Pediatric Critical Care Medicine
| | - Gregory B Hammer
- From the Department of Pediatrics, Pediatric Critical Care Medicine.,Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - Mohammed H Elkomy
- Department of Pharmaceutics, Jouf University, Sakaka, Saudi Arabia.,Department of Pharmaceutics and Industrial Pharmacy, Beni-Suef University, Beni-Suef, Egypt
| | - Adam Frymoyer
- From the Department of Pediatrics, Pediatric Critical Care Medicine
| | - David R Drover
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - Felice Su
- From the Department of Pediatrics, Pediatric Critical Care Medicine
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28
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Abstract
PURPOSE OF REVIEW Current management approaches for asymptomatic neonates at risk of early onset sepsis remain controversial. Strategies based entirely on clinical observation (SCO, serial clinical observation) have gained consensus. RECENT FINDINGS We briefly compare different strategies for managing asymptomatic newborns suggested in four high-income countries. Then this review details the existing differences in carrying out the SCO in the United Kingdom, the USA, and Italy; the experiences from the studies performed using the SCO; and open questions regarding this strategy. Advantages and limitations of SCO are also discussed. There is a need to assess which symptoms at birth are more predictive of early onset sepsis and therefore require immediate interventions versus those symptoms that can be monitored and re-evaluated. SUMMARY SCO strategy may require changes in the processes of newborn care at birthing centers. Nonetheless, SCO is safe and is associated with fewer laboratory evaluations and unnecessary antibiotics. Thoughtful and thorough practices related to the care of all newborns will benefit any birthing centre. VIDEO ABSTRACT: http://links.lww.com/MOP/A40.
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Affiliation(s)
- Alberto Berardi
- Neonatal Intensive Care Unit, Maternal and Child Department, University Hospital
| | - Luca Bedetti
- PhD Program in Clinical and Experimental Medicine, Maternal and Child Department
| | - Caterina Spada
- Pediatric Postgraduate School, Maternal and Child Department, University of Modena and Reggio Emilia, Italy
| | - Laura Lucaccioni
- Neonatal Intensive Care Unit, Maternal and Child Department, University Hospital
| | - Adam Frymoyer
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California, USA
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29
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Wojcicki AV, Kadapakkam M, Frymoyer A, Lacayo N, Chae HD, Sakamoto KM. Repurposing Drugs for Acute Myeloid Leukemia: A Worthy Cause or a Futile Pursuit? Cancers (Basel) 2020; 12:cancers12020441. [PMID: 32069925 PMCID: PMC7072462 DOI: 10.3390/cancers12020441] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2020] [Revised: 02/05/2020] [Accepted: 02/10/2020] [Indexed: 12/20/2022] Open
Abstract
Acute myeloid leukemia (AML) is a clinically and genetically heterogenous malignancy of myeloid progenitor cells that affects patients of all ages. Despite decades of research and improvement in overall outcomes, standard therapy remains ineffective for certain subtypes of AML. Current treatment is intensive and leads to a number of secondary effects with varying results by patient population. Due to the high cost of discovery and an unmet need for new targeted therapies that are well tolerated, alternative drug development strategies have become increasingly attractive. Repurposing existing drugs is one approach to identify new therapies with fewer financial and regulatory hurdles. In this review, we provide an overview of previously U.S. Food and Drug Administration (FDA) approved non-chemotherapy drugs under investigation for the treatment of AML.
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Affiliation(s)
- Anna V. Wojcicki
- Division of Hematology/Oncology, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA 94305, USA; (A.V.W.); (M.K.); (N.L.); (H.-D.C.)
| | - Meena Kadapakkam
- Division of Hematology/Oncology, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA 94305, USA; (A.V.W.); (M.K.); (N.L.); (H.-D.C.)
| | - Adam Frymoyer
- Division of Neonatal and Developmental Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA 94305, USA;
| | - Norman Lacayo
- Division of Hematology/Oncology, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA 94305, USA; (A.V.W.); (M.K.); (N.L.); (H.-D.C.)
| | - Hee-Don Chae
- Division of Hematology/Oncology, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA 94305, USA; (A.V.W.); (M.K.); (N.L.); (H.-D.C.)
| | - Kathleen M. Sakamoto
- Division of Hematology/Oncology, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA 94305, USA; (A.V.W.); (M.K.); (N.L.); (H.-D.C.)
- Correspondence: ; Tel.: +650-725-7126
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30
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Frymoyer A, Stockmann C, Hersh AL, Goswami S, Keizer RJ. Individualized Empiric Vancomycin Dosing in Neonates Using a Model-Based Approach. J Pediatric Infect Dis Soc 2019; 8:97-104. [PMID: 29294072 DOI: 10.1093/jpids/pix109] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2017] [Accepted: 12/11/2017] [Indexed: 01/22/2023]
Abstract
BACKGROUND Vancomycin dosing in neonates is challenging because of the large variation in pharmacokinetics. Existing empiric dosing recommendations use table-based formats, within which a neonate is categorized on the basis of underlying characteristics. The ability to individualize dosing is limited because of the small number of "dose categories," and achieving narrow exposure targets is difficult. Our objective was to evaluate a model-based dosing approach (which we designated Neo-Vanco) designed to individualize empiric vancomycin dosing in neonates. METHODS Neo-Vanco was developed on the basis of a published, externally validated population pharmacokinetic model. Using a simulation-based methodology, individualized empiric doses that maximize the probability of attaining a 24-hour area under the curve/minimum inhibitory concentration ratio (AUC24/MIC) of >400 while minimizing troughs >20 mg/L are calculated. To evaluate the Neo-Vanco strategy, retrospective data from neonates treated with vancomycin at 2 healthcare systems were used, and empiric dose recommendations from the following 4 sources were examined: Neo-Vanco, Neofax, Red Book, and Lexicomp. Predicted AUC24 and troughs were calculated and compared. RESULTS Overall, 492 neonates were evaluated (median postmenstrual age, 36 weeks [5th-95th percentiles (90% range), 25-47 weeks]; median weight, 2.4 kg [90% range, 0.6-4.8 kg]). The percentage of neonates predicted to achieve an AUC24/MIC of >400 was 94% with Neo-Vanco, 18% with Neofax, 23% with Red Book, and 55% with Lexicomp (all P < .0001 vs Neo-Vanco). Predicted troughs of >20 mg/L were infrequent and similar across the dosing approaches (Neo-Vanco, 2.8%; Neofax, 1.0% [P = .03]; Red Book, 2.6% [P = .99]; and Lexicomp, 4.1% [P = .27]. CONCLUSION A model-based dosing approach that individualizes empiric vancomycin dosing was predicted to improve achievement of target exposure levels in neonates. Prospective clinical evaluation is warranted.
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Affiliation(s)
- Adam Frymoyer
- Department of Pediatrics, Stanford University, Palo Alto, California
| | - Chris Stockmann
- Division of Pediatric Infectious Diseases, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City
| | - Adam L Hersh
- Division of Pediatric Infectious Diseases, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City
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Joshi NS, Gupta A, Allan JM, Cohen RS, Aby JL, Kim JL, Benitz WE, Frymoyer A. Management of Chorioamnionitis-Exposed Infants in the Newborn Nursery Using a Clinical Examination-Based Approach. Hosp Pediatr 2019; 9:227-233. [PMID: 30833294 DOI: 10.1542/hpeds.2018-0201] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
BACKGROUND Antibiotic use in well-appearing late preterm and term chorioamnionitis-exposed (CE) infants was reduced by 88% after the adoption of a care approach that was focused on clinical monitoring in the intensive care nursery to determine the need for antibiotics. However, this approach continued to separate mothers and infants. We aimed to reduce maternal-infant separation while continuing to use a clinical examination-based approach to identify early-onset sepsis (EOS) in CE infants. METHODS Within a quality improvement framework, well-appearing CE infants ≥35 weeks' gestation were monitored clinically while in couplet care in the postpartum unit without laboratory testing or empirical antibiotics. Clinical monitoring included physician examination at birth and nurse examinations every 30 minutes for 2 hours and then every 4 hours until 24 hours of life. Infants who developed clinical signs of illness were further evaluated and/or treated with antibiotics. Antibiotic use, laboratory testing, and clinical outcomes were collected. RESULTS Among 319 initially well-appearing CE infants, 15 (4.7%) received antibiotics, 23 (7.2%) underwent laboratory testing, and 295 (92.5%) remained with their mothers in couplet care throughout the birth hospitalization. One infant had group B Streptococcus EOS identified and treated at 24 hours of age based on new-onset tachypnea and had an uncomplicated course. CONCLUSIONS Management of well-appearing CE infants by using a clinical examination-based approach during couplet care in the postpartum unit maintained low rates of laboratory testing and antibiotic use and markedly reduced mother-infant separation without adverse events. A framework for repeated clinical assessments is an essential component of identifying infants with EOS.
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Affiliation(s)
- Neha S Joshi
- Department of Pediatrics, Stanford University, Stanford, California; and
| | - Arun Gupta
- Department of Pediatrics, Stanford University, Stanford, California; and
| | | | - Ronald S Cohen
- Department of Pediatrics, Stanford University, Stanford, California; and
| | - Janelle L Aby
- Department of Pediatrics, Stanford University, Stanford, California; and
| | | | - William E Benitz
- Department of Pediatrics, Stanford University, Stanford, California; and
| | - Adam Frymoyer
- Department of Pediatrics, Stanford University, Stanford, California; and
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Stockmann C, Olson J, Rashid J, Lubsch L, Young DC, Hersh AL, Frymoyer A, Ampofo K, Liu X, Wang Y, Sherwin CMT, Zobell JT. An Evaluation of Vancomycin Area Under the Curve Estimation Methods for Children Treated for Acute Pulmonary Exacerbations of Cystic Fibrosis Due to Methicillin-Resistant Staphylococcus aureus. J Clin Pharmacol 2018; 59:198-205. [PMID: 30371946 DOI: 10.1002/jcph.1323] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Accepted: 09/14/2018] [Indexed: 11/12/2022]
Abstract
The prevalence of pulmonary methicillin-resistant Staphylococcus aureus infections in patients with cystic fibrosis (CF) has increased over the last 2 decades. Two concentrations-a postdistributive and a trough-are currently used to estimate the area under the curve (AUC) of vancomycin, an antibiotic routinely used to treat these infections, to achieve the target AUC/minimum inhibitory concentration of ≥400 mg·h/L in ensuring optimal dosing of this drug. This study evaluated precision and bias in estimating vancomycin AUCs obtained either from a population pharmacokinetic (PK) model by using a single trough concentration or from standard PK equation-based 2-point monitoring approach. AUCs were either obtained from a single trough concentration-fitted model or derived from a model fitted by 2 concentration points. Children ≥2 years of age with CF received intravenous vancomycin at 2 centers from June 2012 to December 2014. A population PK model was developed in Pmetrics to quantify the between-subject variability in vancomycin PK parameters, define the sources of PK variability, and leverage information from the population to improve individual AUC estimates. Twenty-three children with CF received 27 courses of vancomycin. The median age was 12.3 (interquartile range [IQR] 8.5-16.6) years. From the individual vancomycin PK parameter estimates from the population PK model, median AUC was 622 (IQR 529-680) mg·h/L. Values were not significantly different from the AUC calculated using the standard PK equation-based approach (median 616 [IQR 540-663] mg·h/L) (P = .89). A standard PK equation-based approach using 2 concentrations and a population PK model-based approach using a single trough concentration yielded unbiased and precise AUC estimates. Findings suggest that options exist to implement AUC-based pediatric vancomycin dosing in patients with CF. The findings of this study reveal that several excellent options exist for centers to implement AUC-based pediatric vancomycin dosing for patients with CF.
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Affiliation(s)
- Chris Stockmann
- Division of Clinical Pharmacology, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT, USA.,University of Utah College of Pharmacy, Salt Lake City, UT, USA.,Division of Pediatric Infectious Diseases, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Jared Olson
- Division of Pediatric Infectious Diseases, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT, USA.,Department of Pharmacy, Intermountain Primary Children's Hospital, Salt Lake City, UT, USA
| | - Jahidur Rashid
- Division of Clinical Pharmacology, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Lisa Lubsch
- School of Pharmacy, Southern Illinois University Edwardsville, Edwardsville, IL, USA
| | - David C Young
- University of Utah College of Pharmacy, Salt Lake City, UT, USA.,University of Utah Adult Cystic Fibrosis Center, Salt Lake City, UT, USA
| | - Adam L Hersh
- Division of Pediatric Infectious Diseases, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Adam Frymoyer
- Department of Pediatrics, Stanford University, Palo Alto, CA, USA
| | - Krow Ampofo
- Division of Pediatric Infectious Diseases, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Xiaoxi Liu
- Division of Clinical Pharmacology, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Yuhuan Wang
- Division of Clinical Pharmacology, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Catherine M T Sherwin
- Division of Clinical Pharmacology, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT, USA.,University of Utah College of Pharmacy, Salt Lake City, UT, USA
| | - Jeffery T Zobell
- University of Utah College of Pharmacy, Salt Lake City, UT, USA.,Department of Pharmacy, Intermountain Primary Children's Hospital, Salt Lake City, UT, USA.,Intermountain Cystic Fibrosis Pediatric Center, Salt Lake City, UT, USA
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Keizer RJ, Ter Heine R, Frymoyer A, Lesko LJ, Mangat R, Goswami S. Model-Informed Precision Dosing at the Bedside: Scientific Challenges and Opportunities. CPT Pharmacometrics Syst Pharmacol 2018; 7:785-787. [PMID: 30255663 PMCID: PMC6310898 DOI: 10.1002/psp4.12353] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Accepted: 09/11/2018] [Indexed: 01/31/2023]
Abstract
The development of model-informed precision dosing (MIPD) tools, especially in the form of native or web-based applications to be used at the bedside, has garnered marked attention in recent years. Their potential clinical benefit can be large, but it should be ensured that such tools make optimal use of available clinical data and have adequate predictive ability. Unique scientific challenges specific to MIPD remain, which may require adaptation of commonly used diagnostics in pharmacometrics.
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Affiliation(s)
| | - Rob Ter Heine
- Department of Pharmacy & Radboud Applied Pharmacometrics Group, Radboudumc, Nijmegen, The Netherlands
| | - Adam Frymoyer
- Department of Pediatrics, Stanford University, Stanford, California, USA
| | - Lawrence J Lesko
- Center for Pharmacometrics and Systems Pharmacology, University of Florida, Orlando, Florida, USA
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Chock VY, Frymoyer A, Yeh CG, Van Meurs KP. Renal Saturation and Acute Kidney Injury in Neonates with Hypoxic Ischemic Encephalopathy Undergoing Therapeutic Hypothermia. J Pediatr 2018; 200:232-239.e1. [PMID: 29866591 DOI: 10.1016/j.jpeds.2018.04.076] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Revised: 04/05/2018] [Accepted: 04/26/2018] [Indexed: 01/17/2023]
Abstract
OBJECTIVE To investigate the range of renal near-infrared spectroscopy (NIRS) measures in neonates undergoing therapeutic hypothermia for hypoxic ischemic encephalopathy (HIE) and to determine the association between renal NIRS measures and the development of acute kidney injury (AKI). STUDY DESIGN A retrospective chart review was conducted of neonates with moderate to severe HIE who received therapeutic hypothermia at a tertiary care center from 2014 to 2016. Neonates had routine continuous NIRS monitoring of cerebral and renal saturation (Rsat) as part of their clinical care for 72 hours of cooling and until 24 hours after rewarming. The outcome of AKI was defined by an abnormal rate of decline of serum creatinine over the first 5 days of life. Mixed effects models determined the association between renal NIRS measures and AKI over time. RESULTS Of 38 neonates with HIE undergoing cooling, 15 (39%) developed AKI. Rsat was lower than cerebral saturation during cooling (P < .01), but Rsat increased over time after rewarming, while renal oxygen extraction levels decreased (P < .0001). Neonates with AKI had higher Rsat levels (P < .01) compared with those without AKI after 24 hours of life. Using receiver operating characteristic curves, Rsat >75% by 24-48 hours predicted AKI with a sensitivity of 79% and specificity of 82% (area under the receiver operating characteristic curve = 0.76). CONCLUSIONS Throughout cooling, neonates with AKI had higher Rsat measures than those without AKI. These differences may reflect lower oxygen extraction by the injured kidney. NIRS monitoring of Rsat may identify neonates with HIE at risk of developing AKI.
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Affiliation(s)
- Valerie Y Chock
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA.
| | - Adam Frymoyer
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA
| | - Christine G Yeh
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA
| | - Krisa P Van Meurs
- Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Palo Alto, CA
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Das M, Padda SK, Frymoyer A, Molina J, Adjei A, Lensing JL, Miles D, Sikic BI, Wakelee HA. A safety, tolerability, and pharmacokinetic analysis of two phase I studies of multitargeted small molecule tyrosine kinase inhibitor XL647 with an intermittent and continuous dosing schedule in patients with advanced solid malignancies. Cancer Chemother Pharmacol 2018; 82:541-550. [DOI: 10.1007/s00280-018-3646-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Accepted: 07/16/2018] [Indexed: 12/17/2022]
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Joshi NS, Gupta A, Allan JM, Cohen RS, Aby JL, Weldon B, Kim JL, Benitz WE, Frymoyer A. Clinical Monitoring of Well-Appearing Infants Born to Mothers With Chorioamnionitis. Pediatrics 2018; 141:peds.2017-2056. [PMID: 29599112 DOI: 10.1542/peds.2017-2056] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/11/2017] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND The risk of early-onset sepsis is low in well-appearing late-preterm and term infants even in the setting of chorioamnionitis. The empirical antibiotic strategies for chorioamnionitis-exposed infants that are recommended by national guidelines result in antibiotic exposure for numerous well-appearing, uninfected infants. We aimed to reduce unnecessary antibiotic use in chorioamnionitis-exposed infants through the implementation of a treatment approach that focused on clinical presentation to determine the need for antibiotics. METHODS Within a quality-improvement framework, a new treatment approach was implemented in March 2015. Well-appearing late-preterm and term infants who were exposed to chorioamnionitis were clinically monitored for at least 24 hours in a level II nursery; those who remained well appearing received no laboratory testing or antibiotics and were transferred to the level I nursery or discharged from the hospital. Newborns who became symptomatic were further evaluated and/or treated with antibiotics. Antibiotic use, laboratory testing, culture results, and clinical outcomes were collected. RESULTS Among 277 well-appearing, chorioamnionitis-exposed infants, 32 (11.6%) received antibiotics during the first 15 months of the quality-improvement initiative. No cases of culture result-positive early-onset sepsis occurred. No infant required intubation or inotropic support. Only 48 of 277 (17%) patients had sepsis laboratory testing. The implementation of the new approach was associated with a 55% reduction (95% confidence interval 40%-65%) in antibiotic exposure across all infants ≥34 weeks' gestation born at our hospital. CONCLUSIONS A management approach using clinical presentation to determine the need for antibiotics in chorioamnionitis-exposed infants was successful in reducing antibiotic exposure and was not associated with any clinically relevant delays in care or adverse outcomes.
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Affiliation(s)
- Neha S Joshi
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California; and
| | - Arun Gupta
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California; and
| | | | - Ronald S Cohen
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California; and
| | - Janelle L Aby
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California; and
| | - Brittany Weldon
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California; and
| | | | - William E Benitz
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California; and
| | - Adam Frymoyer
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California; and
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Piester T, Frymoyer A, Christofferson M, Yu H, Bass D, Park KT. A Mobile Infliximab Dosing Calculator for Therapy Optimization in Inflammatory Bowel Disease. Inflamm Bowel Dis 2018; 24:227-234. [PMID: 29361094 PMCID: PMC6048868 DOI: 10.1093/ibd/izx037] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2017] [Indexed: 02/02/2023]
Abstract
BACKGROUND Inadequate infliximab (IFX) drug exposure remains a clinical challenge and leads to high loss of response rates and therapy failure in inflammatory bowel disease (IBD). We aimed to determine the feasibility and pilot effectiveness of a novel, web-based, mobile IFX dosing calculator (mIDC) for therapy optimization. METHODS We developed an mIDC leveraging the known clinical variables of C-reative protein (CRP), albumin, patient's weight, disease activity indices, calprotectin, drug trough levels, and antibodies to IFX that significantly affect pharmacokinetics and/or outcomes. A prospective observational cohort study in pediatric and young adult IBD patients receiving maintenance IFX was performed. System-wide practice adoption of mIDC was achieved through a quality improvement (QI) initiative within a hospital-based infusion unit. RESULTS Forty-nine patients (median age: 16.0 years; 55% female; 65% Crohn's disease) were followed over 9 months. mIDC recommendations for dose optimization were followed by the treating physicians in 198 (89%) out of 222 infusions. Twenty-eight (13%) of 222 mIDC recommendations were to escalate IFX dosing; 15 (54%) of 28 escalation recommendations were declined, and these patients were more likely to already be receiving IFX dose intensification compared with those in whom escalation recommendations were followed (P < 0.05). From mIDC initiation to end of follow-up, mean albumin levels remained unchanged at 3.8 g/dL. Median CRP remained unchanged at 2 g/L. Median calprotectin levels showed a downward trend from 30 to 27 μg/g (n = 9, P < 0.05). The percentage of patients undergoing therapeutic drug monitoring in clinical care increased from 34% to 86% with the QI initiative. The target median IFX trough goal of >5 μg/mL was achieved with 81% probability throughout the QI initiative, an increase of 12% compared with pre-QI values. CONCLUSIONS The use of a novel mIDC is feasible and potentially effective, facilitating both standardization and individualization of therapy in clinical care. mIDC appears to be a practical IFX dosing tool for point-of-care use, leveraging individual pharmacokinetic considerations.
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Affiliation(s)
- Travis Piester
- Stanford Children’s Inflammatory Bowel Disease Center, Division of
Gastroenterology, Stanford University School of Medicine, Stanford, California
| | - Adam Frymoyer
- Division of Neonatal and Developmental Medicine, Department of Pediatrics,
Stanford University School of Medicine, Stanford, California
| | - Megan Christofferson
- Stanford Children’s Inflammatory Bowel Disease Center, Division of
Gastroenterology, Stanford University School of Medicine, Stanford, California
| | - Helen Yu
- Stanford Children’s Inflammatory Bowel Disease Center, Division of
Gastroenterology, Stanford University School of Medicine, Stanford, California
| | - Dorsey Bass
- Stanford Children’s Inflammatory Bowel Disease Center, Division of
Gastroenterology, Stanford University School of Medicine, Stanford, California
| | - K T Park
- Stanford Children’s Inflammatory Bowel Disease Center, Division of
Gastroenterology, Stanford University School of Medicine, Stanford, California,Address correspondence to: K. T. Park, MD, MS, Pediatric Gastroenterology,
Hepatology, and Nutrition, 750 Welch Road, Ste 116, Palo Alto, CA 94304 ()
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Frymoyer A. Early career investigator highlight. Pediatr Res 2017; 81:850. [PMID: 28430775 DOI: 10.1038/pr.2017.60] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Accepted: 03/01/2017] [Indexed: 11/09/2022]
Affiliation(s)
- Adam Frymoyer
- Department of Pediatrics, Stanford University, Palo Alto, California
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Frymoyer A, Juul SE, Massaro AN, Bammler TK, Wu YW. High-dose erythropoietin population pharmacokinetics in neonates with hypoxic-ischemic encephalopathy receiving hypothermia. Pediatr Res 2017; 81:865-872. [PMID: 28099423 PMCID: PMC5476365 DOI: 10.1038/pr.2017.15] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2016] [Accepted: 12/28/2016] [Indexed: 12/23/2022]
Abstract
BACKGROUND High-dose erythropoietin (Epo) is a promising neuroprotective treatment in neonates with hypoxic-ischemic encephalopathy (HIE) receiving hypothermia. We evaluated the pharmacokinetics and dose-exposure relationships of high-dose Epo in this population to inform future dosing strategies. METHODS We performed a population pharmacokinetic analysis of 47 neonates with HIE treated with hypothermia who received up to six doses of Epo in two previous clinical trials. We compared the ability of different dosing regimens to achieve the target neuroprotective Epo exposure levels determined from animal models of hypoxic-ischemia (i.e., area under the curve during the first 48 h of treatment (AUC48 h) 140,000 mU*h/ml). RESULTS Birth weight scaled via allometry was a significant predictor of Epo clearance and volume of distribution (P < 0.001). After accounting for birth weight, variation in Epo pharmacokinetics between neonates was low (CV% 20%). All 23 neonates who received 1,000 U/kg every 24 h for the first 2 d of therapy achieved the target AUC48 h 140,000 mU*h/ml. No neonate who received a lower dosing regimen achieved this target. CONCLUSION In neonates with HIE receiving hypothermia, Epo 1,000 U/kg every 24 h for the first 2 d of therapy resulted in consistent achievement of target exposures associated with neuroprotection in animal models.
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Affiliation(s)
- Adam Frymoyer
- Department of Pediatrics, Stanford University,Correspondence: Adam Frymoyer, MD, Department of Pediatrics, Stanford University, 750 Welch Rd, Suite #315, Palo Alto, CA 94304, Phone: +1 650 723-5711, Fax: +1 650 725-8351,
| | - Sandra E. Juul
- Department of Pediatrics, University of Washington, Seattle, Washington
| | - An N. Massaro
- Department of Neonatology, Children’s National Health Systems, Washington DC
| | - Theo K Bammler
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, Washington
| | - Yvonne W. Wu
- Department of Neurology, University of California, San Francisco, California,Department of Pediatrics, University of California, San Francisco, California
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Frymoyer A, Bonifacio SL, Drover DR, Su F, Wustoff CJ, Van Meurs KP. Decreased Morphine Clearance in Neonates With Hypoxic Ischemic Encephalopathy Receiving Hypothermia. J Clin Pharmacol 2016; 57:64-76. [PMID: 27225747 DOI: 10.1002/jcph.775] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2016] [Revised: 04/18/2016] [Accepted: 05/19/2016] [Indexed: 12/19/2022]
Abstract
Morphine is commonly used in neonates with hypothermic ischemic encephalopathy (HIE) during therapeutic hypothermia to provide comfort and analgesia. However, pharmacokinetic data to support morphine dosing in this vulnerable population are lacking. A prospective, 2-center clinical pharmacokinetic study of morphine was conducted in 20 neonates (birthweight, 1.82-5.3 kg) with HIE receiving hypothermia. Morphine dosing was per standard of care at each center. Morphine and glucuronide metabolites (morphine-3-glucuronide and morphine-6-gluronide) were measured via a validated dried blood spot liquid chromatography-tandem mass spectrometry assay. From the available concentration data (n = 106 for morphine; n = 106 for each metabolite), a population pharmacokinetic model was developed using nonlinear mixed-effects modeling. The clearance of morphine and glucuronide metabolites was best predicted by birthweight allometrically scaled using an exponent of 1.23. In addition, the clearance of each glucuronide metabolite was influenced by serum creatinine. No other significant predictors of clearance or volume of distribution were found. For a 3.5-kg neonate, morphine clearance was 0.77 L/h (CV, 48%), and the steady-state volume of distribution was 8.0 L (CV, 49%). Compared with previous studies in full-term newborns without HIE, morphine clearance was markedly lower. Dosing strategies customized for this vulnerable population will be needed. Applying the final population pharmacokinetic model, repeated Monte Carlo simulations (n = 1000 per simulation) were performed to evaluate various morphine dosing strategies that optimized achievement of morphine concentrations between 10 and 40 ng/mL. An optimized morphine loading dose of 50 μg/kg followed by a continuous infusion of 5 μg/kg/h was predicted across birthweights.
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Affiliation(s)
- Adam Frymoyer
- Department of Pediatrics, Stanford University, Palo Alto, CA, USA
| | | | - David R Drover
- Department of Anesthesiology, Perioperative and Pain Medicine, Palo Alto, CA, USA
| | - Felice Su
- Department of Pediatrics, Stanford University, Palo Alto, CA, USA
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41
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Frymoyer A, Su F, Grimm PC, Sutherland SM, Axelrod DM. Theophylline Population Pharmacokinetics and Dosing in Children Following Congenital Heart Surgery With Cardiopulmonary Bypass. J Clin Pharmacol 2016; 56:1084-93. [PMID: 26712558 DOI: 10.1002/jcph.697] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2015] [Accepted: 12/17/2015] [Indexed: 01/11/2023]
Abstract
Children undergoing cardiac surgery requiring cardiopulmonary bypass (CPB) frequently develop acute kidney injury due to renal ischemia. Theophylline, which improves renal perfusion via adenosine receptor inhibition, is a potential targeted therapy. However, children undergoing cardiac surgery and CPB commonly have alterations in drug pharmacokinetics. To help understand optimal aminophylline (salt formulation of theophylline) dosing strategies in this population, a population-based pharmacokinetic model was developed using nonlinear mixed-effects modeling (NONMEM) from 71 children (median age 5 months; 90% range 1 week to 10 years) who underwent cardiac surgery requiring CPB and received aminophylline as part of a previous randomized controlled trial. A 1-compartment model with linear elimination adequately described the pharmacokinetics of theophylline. Weight scaled via allometry was a significant predictor of clearance and volume. In addition, allometric scaled clearance increased with age implemented as a power maturation function. Compared to prior reports in noncardiac children, theophylline clearance was markedly reduced across age. In the final population pharmacokinetic model, optimized empiric dosing regimens were developed via Monte Carlo simulations. Doses 50% to 75% lower than those recommended in noncardiac children were needed to achieve target serum concentrations of 5 to 10 mg/L.
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Affiliation(s)
- Adam Frymoyer
- Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Felice Su
- Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Paul C Grimm
- Department of Pediatrics, Stanford University, Stanford, CA, USA
| | | | - David M Axelrod
- Department of Pediatrics, Stanford University, Stanford, CA, USA
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Elkomy MH, Drover DR, Glotzbach KL, Galinkin JL, Frymoyer A, Su F, Hammer GB. Pharmacokinetics of Morphine and Its Metabolites in Infants and Young Children After Congenital Heart Surgery. AAPS J 2015; 18:124-33. [PMID: 26349564 DOI: 10.1208/s12248-015-9826-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2015] [Accepted: 08/26/2015] [Indexed: 11/30/2022]
Abstract
The objective of this study was to characterize morphine glucuronidation in infants and children following cardiac surgery for possible treatment individualization in this population. Twenty children aged 3 days to 6 years, admitted to the cardiovascular intensive care unit after congenital heart surgery, received an intravenous (IV) loading dose of morphine (0.15 mg/kg) followed by subsequent intermittent IV bolus doses based on a validated pain scale. Plasma samples were collected over 6 h after the loading dose and randomly after follow-up doses to measure morphine and its major metabolite concentrations. A population pharmacokinetic model was developed with the non-linear mixed effects software NONMEM. Parent disposition was adequately described by a linear two-compartment model. Effect of growth (size and maturation) on morphine parameters was accounted for by allometric body weight-based models. An intermediate compartment with Emax model best characterized glucuronide concentrations. Glomerular filtration rate was identified as a significant predictor of glucuronide formation time delay and maximum concentrations. Clearance of morphine in children with congenital heart disease is comparable to that reported in children without cardiac abnormalities of similar age. Children 1-6 months of age need higher morphine doses per kilogram to achieve an area under concentration-time curve comparable to that in older children. Pediatric patients with renal failure receiving morphine therapy are at increased risk of developing opioid toxicity due to accumulation of morphine metabolites.
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Affiliation(s)
- Mohammed H Elkomy
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, California, 94305-5117, USA.,Department of Pharmaceutics and Industrial Pharmacy, Beni Suef University, Beni Suef, Egypt
| | - David R Drover
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, California, 94305-5117, USA.
| | - Kristi L Glotzbach
- Division of Pediatric Critical Care Medicine, Duke University Medical Center, Durham, North Carolina, USA
| | - Jeffery L Galinkin
- Department of Anesthesiology, University of Colorado, Anschutz Medical Campus, Aurora, Colorado, USA
| | - Adam Frymoyer
- Department of Pediatrics, Stanford University School of Medicine, Stanford, California, USA
| | - Felice Su
- Department of Pediatrics, Stanford University School of Medicine, Stanford, California, USA
| | - Gregory B Hammer
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, California, 94305-5117, USA.,Department of Pediatrics, Stanford University School of Medicine, Stanford, California, USA
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Trachtman H, Frymoyer A, Lewandowski A, Greenbaum LA, Feig DI, Gipson DS, Warady BA, Goebel JW, Schwartz GJ, Lewis K, Anand R, Patel UD. Pharmacokinetics, Pharmacodynamics, and Safety of Lisinopril in Pediatric Kidney Transplant Patients: Implications for Starting Dose Selection. Clin Pharmacol Ther 2015; 98:25-33. [PMID: 25807932 PMCID: PMC4536255 DOI: 10.1002/cpt.127] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2014] [Accepted: 03/19/2015] [Indexed: 12/24/2022]
Abstract
Hypertension in pediatric kidney transplant recipients contributes to long-term graft loss, yet treatment options--including angiotensin-converting enzyme inhibitors--are poorly characterized in this vulnerable population. We conducted a multicenter, open-label pharmacokinetic (PK) study of daily oral lisinopril in 22 children (ages 7-17 years) with stable kidney transplant function. Standard noncompartmental PK analyses were performed at steady state. Effects on blood pressure were examined in lisinopril-naïve patients (n = 13). Oral clearance declined in proportion to underlying kidney function; however, in patients with low estimated glomerular filtration rate (30-59 ml/min per 1.73m(2)), exposure (standardized to 0.1 mg/kg/day dose) was within the range reported previously in children without a kidney transplant. In lisinopril-naïve patients, 85% and 77% had a ≥ 6 mmHg reduction in systolic and diastolic blood pressure, respectively. Lisinopril was well tolerated. Our study provides initial insight on lisinopril use in children with a kidney transplant, including starting dose considerations.
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Affiliation(s)
- Howard Trachtman
- Department of Pediatrics, New York University, New York, NY, USA
| | - Adam Frymoyer
- Department of Pediatrics, Stanford University, Palo Alto, CA, USA
| | | | | | - Daniel I. Feig
- Division of Pediatric Nephrology, University of Alabama, Birmingham, AL, USA
| | - Debbie S. Gipson
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | - Bradley A. Warady
- Department of Pediatrics, Children’s Mercy Hospital, Kansas City, MO, USA
| | - Jens W. Goebel
- Division of Nephrology and Hypertension, Cincinnati Children’s Hospital, Cincinnati, OH, USA
| | - George J. Schwartz
- Division of Pediatric Nephrology, University of Rochester, Rochester, NY, USA
| | | | | | - Uptal D. Patel
- Duke Clinical Research Institute, Duke University Medical Center, Durham, NC, USA
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Su F, El-Komy MH, Hammer GB, Frymoyer A, Cohane CA, Drover DR. Population pharmacokinetics of etomidate in neonates and infants with congenital heart disease. Biopharm Drug Dispos 2015; 36:104-14. [PMID: 25377074 DOI: 10.1002/bdd.1924] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2014] [Revised: 10/16/2014] [Accepted: 10/25/2014] [Indexed: 11/10/2022]
Abstract
BACKGROUND Etomidate is a rapid-onset, short-acting hypnotic medication administered for the induction of anesthesia. It is currently approved by the Food and Drug Administration for use in older children and adults. Pharmacokinetic data to help guide dosing in neonates and infants are lacking. OBJECTIVE The aim of this study was to determine the pharmacokinetics of etomidate in neonates and infants with congenital heart disease undergoing cardiac surgery. METHODS Four neonates and 16 infants, postnatal age 0.3-11.7 months, requiring open-heart surgery received 0.3 mg/kg of etomidate administered as a single intravenous dose prior to surgery. Blood sampling for plasma etomidate concentration occurred immediately following etomidate administration until the initiation of cardiopulmonary bypass. A population pharmacokinetic approach using nonlinear mixed-effects modeling was applied to characterize etomidate pharmacokinetics. RESULTS The pharmacokinetics of etomidate was described by a two-compartment model with first-order elimination. An allometric weight-based model was applied to scale results to a 70 kg adult. Covariates including age and cardiac physiology were not found significantly to impact etomidate pharmacokinetics. The study population was found to have a central and intercompartmental clearance of 0.624 l/min/70 kg and 0.44 l/min/70 kg, respectively; central and peripheral distribution volume of 9.47 l/70 kgand 22.8 l/70 kg, respectively. Inter-individual variability was 94-142% for all parameters and the residual variability was 29%. CONCLUSIONS The clearance of etomidate is lower in neonates and infants with congenital heart disease compared with published values for older children without congenital heart disease. In addition, etomidate pharmacokinetics is highly variable in this pediatric cardiac population.
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Affiliation(s)
- Felice Su
- Department of Pediatrics, Stanford University School of Medicine, Stanford, USA
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Yago MR, Frymoyer A, Benet LZ, Smelick GS, Frassetto LA, Ding X, Dean B, Salphati L, Budha N, Jin JY, Dresser MJ, Ware JA. The use of betaine HCl to enhance dasatinib absorption in healthy volunteers with rabeprazole-induced hypochlorhydria. AAPS J 2014; 16:1358-65. [PMID: 25274610 DOI: 10.1208/s12248-014-9673-9] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2014] [Accepted: 09/11/2014] [Indexed: 11/30/2022]
Abstract
Many orally administered, small-molecule, targeted anticancer drugs, such as dasatinib, exhibit pH-dependent solubility and reduced drug exposure when given with acid-reducing agents. We previously demonstrated that betaine hydrochloride (BHCl) can transiently re-acidify gastric pH in healthy volunteers with drug-induced hypochlorhydria. In this randomized, single-dose, three-way crossover study, healthy volunteers received dasatinib (100 mg) alone, after pretreatment with rabeprazole, and with 1500 mg BHCl after rabeprazole pretreatment, to determine if BHCl can enhance dasatinib absorption in hypochlorhydric conditions. Rabeprazole (20 mg b.i.d.) significantly reduced dasatinib Cmax and AUC0-∞ by 92 and 78%, respectively. However, coadministration of BHCl significantly increased dasatinib Cmax and AUC0-∞ by 15- and 6.7-fold, restoring them to 105 and 121%, respectively, of the control (dasatinib alone). Therefore, BHCl reversed the impact of hypochlorhydria on dasatinib drug exposure and may be an effective strategy to mitigate potential drug-drug interactions for drugs that exhibit pH-dependent solubility and are administered orally under hypochlorhydric conditions.
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Affiliation(s)
- Marc R Yago
- Department of Bioengineering and Therapeutic Sciences, University of California, 533 Parnassus Avenue, Room U-68, San Francisco, California, 94143-0912, USA
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Sampson MR, Frymoyer A, Rattray B, Cotten CM, Smith B, Capparelli E, Bonifacio SL, Cohen-Wolkowiez M. Predictive performance of a gentamicin population pharmacokinetic model in neonates receiving full-body hypothermia. Ther Drug Monit 2014; 36:584-9. [PMID: 25225917 PMCID: PMC4166612 DOI: 10.1097/ftd.0000000000000056] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Population pharmacokinetic (popPK) models derived from small pharmacokinetics (PK) studies in neonates are often underpowered to detect clinically important characteristics that drive dosing. External validation of such models is crucial. In this study, the predictive performance of a gentamicin popPK model in neonates receiving hypothermia was evaluated. METHODS A previously published gentamicin popPK model was developed in neonates with hypoxic ischemic encephalopathy undergoing hypothermia using a retrospective single-institution (University of California-San Francisco) data set. The predictive performance of this model was evaluated in an external retrospective data set from the University of California-San Francisco (validation A) and another from Duke University (validation B). Both institutions used the same hypothermia protocol and collected similar clinical and PK data. Gentamicin dosing and samples were collected per routine care. Predictive performance was evaluated by quantifying the accuracy and precision of model predictions and using simulation-based diagnostics to detect bias in predictions. RESULTS Forty-one neonates (n = 18 validation A; n = 23 validation B) with median (range) gestational age of 40 weeks (33-42) and birth weight of 3.3 kg (1.9-4.6) and 76 samples (55% troughs, 33% and 28% drawn at 24 and 36 hours after dose, respectively) were analyzed. The model adequately predicted gentamicin concentrations from the same institution (validation A; median average fold error = 1.1 and numerical prediction distribution error P > 0.05) but underpredicted concentrations from the outside institution (validation B; median average fold error = 0.6 and numerical prediction distribution error P < 0.05). CONCLUSIONS The model demonstrated adequate predictive performance for an external data set in the same institution but not from an outside institution. Larger sample sizes, use of data from multiple institutions, and external evaluation in development of popPK models in neonates may improve generalizability of dosing recommendations arising from single-institution studies.
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Affiliation(s)
- Mario R. Sampson
- Duke Clinical Research Institute, Durham, NC
- Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC
| | - Adam Frymoyer
- Department of Pediatrics, Stanford University, Palo Alto, CA
| | - Benjamin Rattray
- Department of Pediatrics, Duke University Medical Center, Durham, NC
| | - C. Michael Cotten
- Department of Pediatrics, Duke University Medical Center, Durham, NC
| | - Brian Smith
- Duke Clinical Research Institute, Durham, NC
- Department of Pediatrics, Duke University Medical Center, Durham, NC
| | - Edmund Capparelli
- Schools of Medicine and Pharmacy, University of California–San Diego, La Jolla, CA
| | | | - Michael Cohen-Wolkowiez
- Duke Clinical Research Institute, Durham, NC
- Department of Pediatrics, Duke University Medical Center, Durham, NC
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Smelick GS, Heffron TP, Chu L, Dean B, West DA, Duvall SL, Lum BL, Budha N, Holden SN, Benet LZ, Frymoyer A, Dresser MJ, Ware JA. Prevalence of acid-reducing agents (ARA) in cancer populations and ARA drug-drug interaction potential for molecular targeted agents in clinical development. Mol Pharm 2013; 10:4055-62. [PMID: 24044612 DOI: 10.1021/mp400403s] [Citation(s) in RCA: 137] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Acid-reducing agents (ARAs) are the most commonly prescribed medications in North America and Western Europe. There are currently no data describing the prevalence of their use among cancer patients. However, this is a paramount question due to the potential for significant drug-drug interactions (DDIs) between ARAs, most commonly proton pump inhibitors (PPIs), and orally administered cancer therapeutics that display pH-dependent solubility, which may lead to decreased drug absorption and decreased therapeutic benefit. Of recently approved orally administered cancer therapeutics, >50% are characterized as having pH-dependent solubility, but there are currently no data describing the potential for this ARA-DDI liability among targeted agents currently in clinical development. The objectives of this study were to (1) determine the prevalence of ARA use among different cancer populations and (2) investigate the prevalence of orally administered cancer therapeutics currently in development that may be liable for an ARA-DDI. To address the question of ARA use among cancer patients, a retrospective cross-sectional analysis was performed using two large healthcare databases: Thomson Reuters MarketScan (N = 1,776,443) and the U.S. Department of Veterans Affairs (VA, N = 1,171,833). Among all cancer patients, the total prevalence proportion of ARA use (no. of cancer patients receiving an ARA/total no. of cancer patients) was 20% and 33% for the MarketScan and VA databases, respectively. PPIs were the most commonly prescribed agent, comprising 79% and 65% of all cancer patients receiving a prescription for an ARA (no. of cancer patients receiving a PPI /no. of cancer patients receiving an ARA) for the MarketScan and VA databases, respectively. To estimate the ARA-DDI liability of orally administered molecular targeted cancer therapeutics currently in development, two publicly available databases, (1) Kinase SARfari and (2) canSAR, were examined. For those orally administered clinical candidates that had available structures, the pKa's and corresponding relative solubilities were calculated for a normal fasting pH of 1.2 and an "ARA-hypochlorhydric" pH of 4. Taking calculated pKa's and relative solubilities into consideration, clinical candidates were classified based on their risk for an ARA-DDI. More than one-quarter (28%) of the molecules investigated are at high risk for an ARA-DDI, and of those high risk molecules, nearly three-quarters (73%) are being clinically evaluated for at least one of five cancer types with the highest prevalence of ARA use (gastrointestinal, pancreatic, lung, glioblastoma multiforme, gastrointestinal stromal tumor (GIST)). These data strongly suggest that with the clinical development of ARA-DDI-susceptible cancer therapeutics will come continued challenges for drug-development scientists, oncologists, and regulatory agencies in ensuring that patients achieve safe and efficacious exposures of their cancer therapeutics and thus optimal patient outcomes.
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Affiliation(s)
- Gillian S Smelick
- Clinical Pharmacology, Genentech Research and Early Development , 1 DNA Way, South San Francisco, California 94080, United States
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Frymoyer A. Vancomycin Dosing Practices, Trough Concentrations, and Predicted Area Under the Curve in Children With Suspected Invasive Staphylococcal Infections. J Pediatric Infect Dis Soc 2013; 2:291-2. [PMID: 26619486 DOI: 10.1093/jpids/pit031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Adam Frymoyer
- Department of Pediatrics, Stanford University, Palo Alto, California
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Frymoyer A, Meng L, Bonifacio SL, Verotta D, Guglielmo BJ. Gentamicin pharmacokinetics and dosing in neonates with hypoxic ischemic encephalopathy receiving hypothermia. Pharmacotherapy 2013; 33:718-26. [PMID: 23553582 DOI: 10.1002/phar.1263] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
STUDY OBJECTIVE To evaluate the pharmacokinetics of gentamicin in neonates with hypoxic ischemic encephalopathy (HIE) receiving hypothermia and to identify an empiric gentamicin dosing strategy in this population that optimizes achievement of target peak and trough concentrations. DESIGN Population pharmacokinetic study using retrospective medical record data. SETTING Tertiary neonatal intensive care unit. PATIENTS A total of 29 full-term neonates diagnosed with HIE treated with hypothermia who received gentamicin and underwent therapeutic drug monitoring MEASUREMENT AND MAIN RESULTS Patient demographics and gentamicin concentration data were retrospectively collected over a 2-year period. A population-based pharmacokinetic model was developed using nonlinear mixed-effects modeling (NONMEM). Using the developed model, Monte Carlo simulations were performed to evaluate the probability of achieving target peak (> 6 mg/L) and trough (< 2 mg/L) gentamicin concentrations for various potential dosing regimens. A one-compartment model best described the available gentamicin concentration data. Birthweight and serum creatinine significantly influenced gentamicin clearance. For the typical study neonate (birthweight 3.3 kg, serum creatinine 0.9 mg/dl), clearance was 0.034 L/hour/kg and volume was 0.52 L/kg. At a 24-hour dosing interval, Monte Carlo simulations predicted target gentamicin peak and trough concentrations could not be reliably achieved at any dose. At a 36-hour dosing interval, a dose of 4-5 mg/kg is predicted to achieve target gentamicin peak and trough concentrations in more than 90% of neonates. CONCLUSIONS Gentamicin clearance is decreased in neonates with HIE treated with hypothermia compared with previous reports in nonasphyxiated normothermic full-term neonates. A prolonged 36-hour dosing interval will be needed to achieve target gentamicin trough concentrations in this population. Further prospective evaluation of this dosing recommendation is needed.
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Affiliation(s)
- Adam Frymoyer
- Department of Pediatrics, Stanford University, Palo Alto, California 94304, USA.
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Frymoyer A, Verotta D, Jacobson P, Long-Boyle J. Population pharmacokinetics of unbound mycophenolic acid in adult allogeneic haematopoietic cell transplantation: effect of pharmacogenetic factors. Br J Clin Pharmacol 2013; 75:463-75. [PMID: 22765258 PMCID: PMC3579261 DOI: 10.1111/j.1365-2125.2012.04372.x] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2011] [Accepted: 06/25/2012] [Indexed: 11/28/2022] Open
Abstract
AIM To evaluate pharmacogenetic factors as contributors to the variability of unbound mycophenolic acid (MPA) exposure in adult allogeneic haematopoietic cell transplantation (alloHCT) recipients. METHODS A population-based pharmacokinetic (PK) model of unbound MPA was developed using non-linear mixed-effects modelling (nonmem). Previously collected intensive unbound MPA PK data from 132 adult alloHCT recipients after oral and intravenous dosing of the prodrug mycophenolate mofetil (MMF) were used. In addition to clinical covariates, genetic polymorphisms in UGT1A8, UGT1A9, UGT2B7 and MRP2 were evaluated for their impact on unbound MPA PK. RESULTS Unbound MPA concentration-time data were well described by a two compartment model with first order absorption and linear elimination. For the typical patient (52 years of age, creatinine clearance 86 ml min(-1)), the median estimated values [coefficient of variation, %, (CV)] of systemic clearance, intercompartmental clearance, central and peripheral volumes of MPA were 1610 l h(-1) (37.4%), 541 l h(-1) (75.6%), 1230 l (37.5%), and 6140 l (120%), respectively. After oral dosing, bioavailability was low (0.56) and highly variable (CV 46%). No genetic polymorphisms tested significantly explained the variability among individuals. Creatinine clearance was a small but significant predictor of unbound MPA CL. No other clinical covariates impacted unbound MPA PK. CONCLUSIONS In adult alloHCT recipients, variability in unbound MPA AUC was large and remained largely unexplained even with the inclusion of pharmacogenetic information. Targeting unbound MPA AUC in a patient will require therapeutic drug monitoring.
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Affiliation(s)
- Adam Frymoyer
- Department of Bioengineering and Therapeutic Sciences, University of CaliforniaSan Francisco, CA, USA
| | - Davide Verotta
- Department of Bioengineering and Therapeutic Sciences, University of CaliforniaSan Francisco, CA, USA
| | - Pamala Jacobson
- Department of Experimental and Clinical Pharmacology, University of MinnesotaMinneapolis, MN, USA
| | - Janel Long-Boyle
- Department of Clinical Pharmacy, University of CaliforniaSan Francisco, CA, USA
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