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Thompson EJ, Zimmerman KO, Gonzalez D, Foote HP, Park S, Hill KD, Hurst JH, Hornik CD, Chamberlain RC, Gbadegesin RA, Hornik CP. Population Pharmacokinetics of Caffeine in Neonates with Congenital Heart Disease and Associations with Acute Kidney Injury. J Clin Pharmacol 2024; 64:300-311. [PMID: 37933788 PMCID: PMC10898646 DOI: 10.1002/jcph.2382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 11/03/2023] [Indexed: 11/08/2023]
Abstract
Cardiac surgery-associated acute kidney injury (CS-AKI) occurs in approximately 65% of neonates undergoing cardiac surgery on cardiopulmonary bypass and contributes to morbidity and mortality. Caffeine may reduce CS-AKI by counteracting adenosine receptor upregulation after bypass, but pharmacokinetics (PK) in this population are unknown. The goal of our analysis is to address knowledge gaps in age-, disease-, and bypass-related effects on caffeine disposition and explore preliminary associations between caffeine exposure and CS-AKI using population PK modeling techniques and an opportunistic, electronic health record-integrated trial design. We prospectively enrolled neonates receiving preoperative caffeine per standard of care and collected PK samples. We retrospectively identified neonates without caffeine exposure undergoing surgery on bypass as a control cohort. We followed US Food and Drug Administration guidance for population PK model development using NONMEM. Effects of clinical covariates on PK parameters were evaluated. We simulated perioperative exposures and used multivariable logistic regression to evaluate the association between caffeine exposure and CS-AKI. Twenty-seven neonates were included in model development. A 1-compartment model with bypass time as a covariate on clearance and volume of distribution best fit the data. Twenty-three neonates with caffeine exposure and 109 controls were included in the exposure-response analysis. Over half of neonates developed CS-AKI. On multivariable analysis, there were no significant differences between CS-AKI with and without caffeine exposure. Neonates with single-ventricle heart disease without CS-AKI had consistently higher simulated caffeine exposures. Our results highlight areas for further study to better understand disease- and bypass-specific effects on drug disposition and identify populations where caffeine may be beneficial.
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Affiliation(s)
- Elizabeth J Thompson
- Department of Pediatrics, Duke University Hospital, Durham, NC, USA
- Duke Clinical Research Institute, Durham, NC, USA
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - Kanecia O Zimmerman
- Department of Pediatrics, Duke University Hospital, Durham, NC, USA
- Duke Clinical Research Institute, Durham, NC, USA
| | - Daniel Gonzalez
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - Henry P Foote
- Department of Pediatrics, Duke University Hospital, Durham, NC, USA
| | | | - Kevin D Hill
- Department of Pediatrics, Duke University Hospital, Durham, NC, USA
| | - Jillian H Hurst
- Department of Pediatrics, Duke University Hospital, Durham, NC, USA
| | - Chi D Hornik
- Department of Pediatrics, Duke University Hospital, Durham, NC, USA
- Duke Clinical Research Institute, Durham, NC, USA
| | | | | | - Christoph P Hornik
- Department of Pediatrics, Duke University Hospital, Durham, NC, USA
- Duke Clinical Research Institute, Durham, NC, USA
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Hermans T, Thewissen L, Gewillig M, Cools B, Jansen K, Pillay K, De Vos M, Van Huffel S, Naulaers G, Dereymaeker A. Functional brain maturation and sleep organisation in neonates with congenital heart disease. Eur J Paediatr Neurol 2022; 36:115-122. [PMID: 34954621 DOI: 10.1016/j.ejpn.2021.12.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 11/23/2021] [Accepted: 12/11/2021] [Indexed: 11/19/2022]
Abstract
OBJECTIVE Neonates with Congenital Heart Disease (CHD) have structural delays in brain development. To evaluate whether functional brain maturation and sleep-wake physiology is also disturbed, the Functional Brain Age (FBA) and sleep organisation on EEG during the neonatal period is investigated. METHODS We compared 15 neonates with CHD who underwent multichannel EEG with healthy term newborns of the same postmenstrual age, including subgroup analysis for d-Transposition of the Great Arteries (d-TGA) (n = 8). To estimate FBA, a prediction tool using quantitative EEG features as input, was applied. Second, the EEG was automatically classified into the 4 neonatal sleep stages. Neonates with CHD underwent neurodevelopmental testing using the Bayley Scale of Infant Development-III at 24 months. RESULTS Preoperatively, the FBA was delayed in CHD infants and more so in d-TGA infants. The FBA was positively correlated with motor scores. Sleep organisation was significantly altered in neonates with CHD. The duration of the sleep cycle and the proportion of Active Sleep Stage 1 was decreased, again more marked in the d-TGA infants. Neonates with d-TGA spent less time in High Voltage Slow Wave Sleep and more in Tracé Alternant compared to healthy terms. Both FBA and sleep organisation normalised postoperatively. The duration of High Voltage Slow Wave Sleep remained positively correlated with motor scores in d-TGA infants. INTERPRETATION Altered early brain function and sleep is present in neonates with CHD. These results are intruiging, as inefficient neonatal sleep has been linked with adverse long-term outcome. Identifying how these rapid alterations in brain function are mitigated through improvements in cerebral oxygenation, surgery, drugs and nutrition may have relevance for clinical practice and outcome.
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Affiliation(s)
- Tim Hermans
- Division STADIUS, Department of Electrical Engineering (ESAT), KU Leuven (University of Leuven), Leuven, Belgium
| | - Liesbeth Thewissen
- Department of Development and Regeneration, Neonatal Intensive Care Unit, University Hospitals Leuven, KU Leuven (University of Leuven), Leuven, Belgium
| | - Marc Gewillig
- Department of Cardiovascular Science, Paediatric Cardiology, University Hospitals Leuven, KU Leuven (University of Leuven), Leuven, Belgium
| | - Bjorn Cools
- Department of Cardiovascular Science, Paediatric Cardiology, University Hospitals Leuven, KU Leuven (University of Leuven), Leuven, Belgium
| | - Katrien Jansen
- Department of Development and Regeneration, Child Neurology, University Hospitals Leuven, KU Leuven (University of Leuven), Leuven, Belgium
| | - Kirubin Pillay
- Department of Paediatrics, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom
| | - Maarten De Vos
- Division STADIUS, Department of Electrical Engineering (ESAT), KU Leuven (University of Leuven), Leuven, Belgium
| | - Sabine Van Huffel
- Division STADIUS, Department of Electrical Engineering (ESAT), KU Leuven (University of Leuven), Leuven, Belgium
| | - Gunnar Naulaers
- Department of Development and Regeneration, Neonatal Intensive Care Unit, University Hospitals Leuven, KU Leuven (University of Leuven), Leuven, Belgium
| | - Anneleen Dereymaeker
- Department of Development and Regeneration, Neonatal Intensive Care Unit, University Hospitals Leuven, KU Leuven (University of Leuven), Leuven, Belgium.
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