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Blasiole B, Lavage DR, Lin HHS, Licata SE, Sivam S, Sivam I, Le LM, Sadhasivam S. Intraoperative Methadone Versus Non-Methadone Analgesia in Pediatric Cardiac Surgery: A Retrospective Cohort Study. CHILDREN (BASEL, SWITZERLAND) 2025; 12:567. [PMID: 40426746 PMCID: PMC12109820 DOI: 10.3390/children12050567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/26/2025] [Revised: 04/22/2025] [Accepted: 04/26/2025] [Indexed: 05/29/2025]
Abstract
INTRODUCTION Methadone is an opioid-sparing opioid and it is increasingly used in children undergoing surgery due to its beneficial effects on postoperative pain scores, decreased opioid requirements, and fewer adverse effects compared to other opioids. Intraoperative methadone is not well studied in pediatric cardiac surgery. We hypothesized that intraoperative methadone-based analgesia would provide comparable effectiveness in pain management to non-methadone-based analgesia, including caudal morphine, following pediatric cardiac surgery. METHODS We conducted a retrospective cohort study of 287 children undergoing cardiac surgery using single institutional electronic health records with Society of Thoracic Surgeons database outcomes. Patients were administered intravenous opioids plus caudal morphine (≤6 years) or intravenous opioids in the non-methadone group versus intravenous methadone (two 0.1 mg/kg doses given intraoperatively) with or without additional intraoperative opioids. The primary outcome was postoperative opioid use in morphine milligram equivalents (MME)/kg. RESULTS This study included 287 pediatric cardiac surgical patients with a mean age of 3.8 years, 59% male, and 72% White. Among 287 patients, 67 (23%) received intraoperative methadone. Unadjusted analysis showed the methadone group had lower postoperative opioid use on the day of surgery (median = 0.3 vs. 0.5 MME/kg, p = 0.005). Adjusted analyses showed there were no significant differences in postoperative opioid use, average pain, maximum pain, antiemetic use, reintubation, and use of naloxone between methadone and non-methadone groups. Hospital length of stay was 2.62 times longer (95% CI: [1.55, 4.41] p < 0.001) in the methadone group vs non-methadone group, but this was only shown in the younger children (≤6 years), who also had higher max pain scores in the methadone group. All outcomes were similar between analgesia groups in older children (>6 years). CONCLUSIONS Intraoperative methadone-based analgesia had comparable effectiveness in postoperative opioid use, pain, and antiemetic use compared to non-methadone-based intraoperative pain management for pediatric cardiac surgery. Large prospective studies of perioperative methadone are needed to examine methadone's analgesic benefits in children undergoing cardiac surgery.
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Affiliation(s)
- Brian Blasiole
- Department of Anesthesiology and Perioperative Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA; (B.B.); (D.R.L.); (H.-H.S.L.); (S.E.L.)
- UPMC Children’s Hospital of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Danielle R. Lavage
- Department of Anesthesiology and Perioperative Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA; (B.B.); (D.R.L.); (H.-H.S.L.); (S.E.L.)
| | - Hsing-Hua Sylvia Lin
- Department of Anesthesiology and Perioperative Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA; (B.B.); (D.R.L.); (H.-H.S.L.); (S.E.L.)
| | - Scott E. Licata
- Department of Anesthesiology and Perioperative Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA; (B.B.); (D.R.L.); (H.-H.S.L.); (S.E.L.)
- UPMC Children’s Hospital of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Sahana Sivam
- North Allegheny High School, Pittsburgh, PA 15090, USA; (S.S.); (I.S.)
| | - Inesh Sivam
- North Allegheny High School, Pittsburgh, PA 15090, USA; (S.S.); (I.S.)
| | - Laura M. Le
- School of Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA;
| | - Senthilkumar Sadhasivam
- Department of Anesthesiology and Perioperative Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA; (B.B.); (D.R.L.); (H.-H.S.L.); (S.E.L.)
- UPMC Children’s Hospital of Pittsburgh, Pittsburgh, PA 15224, USA
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Matthews RP, Ankrom W, Handy W, Patel M, Matthews C, Xu Z, Gravesande K, Searle S, Schwartz H, Stoch SA, Iwamoto M. A Phase 1 Study to Evaluate the Pharmacokinetic Drug-Drug Interaction Between Islatravir and Methadone in Participants on Stable Methadone Therapy. Clin Pharmacol Drug Dev 2025; 14:36-43. [PMID: 39648614 PMCID: PMC11701965 DOI: 10.1002/cpdd.1492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Accepted: 11/11/2024] [Indexed: 12/10/2024]
Abstract
Islatravir is a nucleoside reverse transcriptase translocation inhibitor in development for the treatment of HIV-1. People living with HIV-1 receiving methadone maintenance therapy may benefit from islatravir. This study was designed to evaluate single-dose islatravir on steady-state methadone pharmacokinetics. A nonrandomized, open-label study (NCT04568603) was conducted and included adult participants receiving methadone therapy. Participants received their standard methadone therapy and a single oral dose of islatravir 60 mg concomitantly. Blood samples were collected to determine methadone and islatravir pharmacokinetics. Fourteen participants aged 26-63 years were enrolled; 13 completed the study. The geometric mean ratios for methadone area under the concentration-time curve from time 0 to 24 hours (AUC0-24), maximum plasma concentration (Cmax), and concentration at 24 hours (C24) were 1.03, 1.01, and 1.07, respectively. Similar effects were seen for the R- and S-enantiomer of methadone (R-methadone: AUC0-24, 1.03; Cmax, 1.02; and C24, 1.06; S-methadone: AUC0-24, 1.03; Cmax, 1.01; and C24, 1.08). For islatravir, based on a comparison with historical data, the geometric mean ratios for AUC0-inf and Cmax were 1.18 and 0.86, respectively. Coadministration of a single dose of islatravir and methadone was generally well tolerated. Single-dose islatravir did not affect steady-state methadone pharmacokinetics in a clinically meaningful way.
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Robinson KM, Eum S, Desta Z, Tyndale RF, Gaedigk A, Crist RC, Haidar CE, Myers AL, Samer CF, Somogyi AA, Zubiaur P, Iwuchukwu OF, Whirl‐Carrillo M, Klein TE, Caudle KE, Donnelly RS, Kharasch ED. Clinical Pharmacogenetics Implementation Consortium Guideline for CYP2B6 Genotype and Methadone Therapy. Clin Pharmacol Ther 2024; 116:932-938. [PMID: 38863207 PMCID: PMC11587193 DOI: 10.1002/cpt.3338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Accepted: 05/22/2024] [Indexed: 06/13/2024]
Abstract
Methadone is a mu (μ) opioid receptor agonist used clinically in adults and children to manage opioid use disorder, neonatal abstinence syndrome, and acute and chronic pain. It is typically marketed as a racemic mixture of R- and S-enantiomers. R-methadone has 30-to 50-fold higher analgesic potency than S-methadone, and S-methadone has a greater adverse effect (prolongation) on the cardiac QTc interval. Methadone undergoes stereoselective metabolism. CYP2B6 is the primary enzyme responsible for catalyzing the metabolism of both enantiomers to the inactive metabolites, S- and R-2-ethylidene-1,5-dimethyl-3,3-diphenylpyrrolidine (S- and R-EDDP). Genetic variation in the CYP2B6 gene has been investigated in the context of implications for methadone pharmacokinetics, dose, and clinical outcomes. Most CYP2B6 variants result in diminished or loss of CYP2B6 enzyme activity, which can lead to higher plasma methadone concentrations (affecting S- more than R-methadone). However, the data do not consistently indicate that CYP2B6-based metabolic variability has a clinically significant effect on methadone dose, efficacy, or QTc prolongation. Expert analysis of the published literature does not support a change from standard methadone prescribing based on CYP2B6 genotype (updates at www.cpicpgx.org).
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Affiliation(s)
- Katherine M. Robinson
- Department of Pharmacy and TherapeuticsUniversity of Pittsburgh School of PharmacyPittsburghPennsylvaniaUSA
| | - Seenae Eum
- Division of Pharmacology and Pharmaceutical SciencesSchool of Pharmacy, University of Missouri‐Kansas CityKansas CityMissouriUSA
| | - Zeruesenay Desta
- Division of Clinical Pharmacology, Department of MedicineIndiana University School of MedicineIndianapolisIndianaUSA
| | - Rachel F. Tyndale
- Department of Pharmacology & Toxicology, and PsychiatryThe Centre for Addiction and Mental Health, University of TorontoTorontoOntarioCanada
| | - Andrea Gaedigk
- Division of Clinical Pharmacology, Toxicology & Therapeutic InnovationChildren's Mercy Research InstituteKansas CityMissouriUSA
- School of Medicine, University of Missouri‐Kansas CityKansas CityMissouriUSA
| | - Richard C. Crist
- Department of PsychiatryPerelman School of Medicine, University of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Cyrine E. Haidar
- Department of Pharmacy and Pharmaceutical SciencesSt. Jude Children's Research HospitalMemphisTennesseeUSA
| | - Alan L. Myers
- Department of Diagnostic & Biomedical SciencesThe University of Texas Health Science CenterHoustonTexasUSA
| | - Caroline F. Samer
- Department of Clinical Pharmacology and ToxicologyGeneva University HospitalsGenevaSwitzerland
| | - Andrew A. Somogyi
- Discipline of Pharmacology, Faculty of Health and Medical SciencesUniversity of AdelaideAdelaideSouth AustraliaAustralia
| | - Pablo Zubiaur
- Department of Clinical PharmacologyHospital Universitario de la Princesa, Instituto Teófilo Hernando, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP)MadridSpain
| | - Otito F. Iwuchukwu
- Department of Pharmaceutical SciencesSchool of Pharmacy and Health Sciences, Farleigh Dickinson UniversityFlorham ParkNew JerseyUSA
| | | | - Teri E. Klein
- Department of Biomedical Data ScienceStanford UniversityStanfordCaliforniaUSA
| | - Kelly E. Caudle
- Department of Pharmacy and Pharmaceutical SciencesSt. Jude Children's Research HospitalMemphisTennesseeUSA
| | - Roseann S. Donnelly
- Department of Pharmacy and Pharmaceutical SciencesSt. Jude Children's Research HospitalMemphisTennesseeUSA
- Department of Pharmacy PracticeMassachusetts College of Pharmacy and Health SciencesBostonMassachusettsUSA
| | - Evan D. Kharasch
- Department of AnesthesiologyDuke University School of Medicine | Bermaride LLCDurhamNorth CarolinaUSA
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Chen YH, Xenitidis A, Hoffmann P, Matthews L, Padmanabhan SG, Aravindan L, Ressler R, Sivam I, Sivam S, Gillispie CF, Sadhasivam S. Opioid use disorder in pediatric populations: considerations for perioperative pain management and precision opioid analgesia. Expert Rev Clin Pharmacol 2024; 17:455-465. [PMID: 38626303 PMCID: PMC11116045 DOI: 10.1080/17512433.2024.2343915] [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: 09/09/2023] [Accepted: 04/12/2024] [Indexed: 04/18/2024]
Abstract
INTRODUCTION Opioids are commonly used for perioperative analgesia, yet children still suffer high rates of severe post-surgical pain and opioid-related adverse effects. Persistent and severe acute surgical pain greatly increases the child's chances of chronic surgical pain, long-term opioid use, and opioid use disorder. AREAS COVERED Enhanced recovery after surgery (ERAS) protocols are often inadequate in treating a child's severe surgical pain. Research suggests that 'older' and longer-acting opioids such as methadone are providing better methods to treat acute post-surgical pain. Studies indicate that lower repetitive methadone doses can decrease the incidence of chronic persistent surgical pain (CPSP). Ongoing research explores genetic components influencing severe surgical pain, inadequate opioid analgesia, and opioid use disorder. This new genetic research coupled with better utilization of opioids in the perioperative setting provides hope in personalizing surgical pain management, reducing pain, opioid use, adverse effects, and helping the fight against the opioid pandemic. EXPERT OPINION The opioid and analgesic pharmacogenomics approach can proactively 'tailor' a perioperative analgesic plan to each patient based on underlying polygenic risks. This transition from population-based knowledge of pain medicine to individual patient knowledge can transform acute pain medicine and greatly reduce the opioid epidemic's socioeconomic, personal, and psychological strains globally.
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Affiliation(s)
- Yun Han Chen
- Department of Anesthesiology and Pain Medicine, UPMC Children’s Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | - Paul Hoffmann
- Department of Anesthesiology and Pain Medicine, UPMC Children’s Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Leslie Matthews
- Department of Anesthesiology and Pain Medicine, UPMC Children’s Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | | | - Ruth Ressler
- Department of Biochemistry and Molecular Biology, The College of Wooster, Wooster, Ohio, USA
| | - Inesh Sivam
- North Allegheny High School, Pittsburgh, Pennsylvania, USA
| | - Sahana Sivam
- North Allegheny High School, Pittsburgh, Pennsylvania, USA
| | - Chase F. Gillispie
- Marshall University Joan C. Edwards School of Medicine, Huntington, West Virginia 25701
| | - Senthilkumar Sadhasivam
- Department of Anesthesiology and Pain Medicine, UPMC Children’s Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Shugg T, Ly RC, Osei W, Rowe EJ, Granfield CA, Lynnes TC, Medeiros EB, Hodge JC, Breman AM, Schneider BP, Sahinalp SC, Numanagić I, Salisbury BA, Bray SM, Ratcliff R, Skaar TC. Computational pharmacogenotype extraction from clinical next-generation sequencing. Front Oncol 2023; 13:1199741. [PMID: 37469403 PMCID: PMC10352904 DOI: 10.3389/fonc.2023.1199741] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 05/22/2023] [Indexed: 07/21/2023] Open
Abstract
Background Next-generation sequencing (NGS), including whole genome sequencing (WGS) and whole exome sequencing (WES), is increasingly being used for clinic care. While NGS data have the potential to be repurposed to support clinical pharmacogenomics (PGx), current computational approaches have not been widely validated using clinical data. In this study, we assessed the accuracy of the Aldy computational method to extract PGx genotypes from WGS and WES data for 14 and 13 major pharmacogenes, respectively. Methods Germline DNA was isolated from whole blood samples collected for 264 patients seen at our institutional molecular solid tumor board. DNA was used for panel-based genotyping within our institutional Clinical Laboratory Improvement Amendments- (CLIA-) certified PGx laboratory. DNA was also sent to other CLIA-certified commercial laboratories for clinical WGS or WES. Aldy v3.3 and v4.4 were used to extract PGx genotypes from these NGS data, and results were compared to the panel-based genotyping reference standard that contained 45 star allele-defining variants within CYP2B6, CYP2C8, CYP2C9, CYP2C19, CYP2D6, CYP3A4, CYP3A5, CYP4F2, DPYD, G6PD, NUDT15, SLCO1B1, TPMT, and VKORC1. Results Mean WGS read depth was >30x for all variant regions except for G6PD (average read depth was 29 reads), and mean WES read depth was >30x for all variant regions. For 94 patients with WGS, Aldy v3.3 diplotype calls were concordant with those from the genotyping reference standard in 99.5% of cases when excluding diplotypes with additional major star alleles not tested by targeted genotyping, ambiguous phasing, and CYP2D6 hybrid alleles. Aldy v3.3 identified 15 additional clinically actionable star alleles not covered by genotyping within CYP2B6, CYP2C19, DPYD, SLCO1B1, and NUDT15. Within the WGS cohort, Aldy v4.4 diplotype calls were concordant with those from genotyping in 99.7% of cases. When excluding patients with CYP2D6 copy number variation, all Aldy v4.4 diplotype calls except for one CYP3A4 diplotype call were concordant with genotyping for 161 patients in the WES cohort. Conclusion Aldy v3.3 and v4.4 called diplotypes for major pharmacogenes from clinical WES and WGS data with >99% accuracy. These findings support the use of Aldy to repurpose clinical NGS data to inform clinical PGx.
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Affiliation(s)
- Tyler Shugg
- Division of Clinical Pharmacology, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Reynold C. Ly
- Division of Diagnostic Genetics and Genomics, Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Wilberforce Osei
- Division of Clinical Pharmacology, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Elizabeth J. Rowe
- Division of Clinical Pharmacology, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Caitlin A. Granfield
- Division of Diagnostic Genetics and Genomics, Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Ty C. Lynnes
- Division of Diagnostic Genetics and Genomics, Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Elizabeth B. Medeiros
- Division of Diagnostic Genetics and Genomics, Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Jennelle C. Hodge
- Division of Diagnostic Genetics and Genomics, Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Amy M. Breman
- Division of Diagnostic Genetics and Genomics, Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Bryan P. Schneider
- Division of Hematology/Oncology, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, United States
| | - S. Cenk Sahinalp
- Center for Cancer Research, National Cancer Institute, National Institute of Health, Bethesda, MD, United States
| | - Ibrahim Numanagić
- Department of Computer Science, University of Victoria, Victoria, BC, Canada
| | | | | | | | - Todd C. Skaar
- Division of Clinical Pharmacology, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, United States
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Bodnar RJ. Endogenous opiates and behavior: 2021. Peptides 2023; 164:171004. [PMID: 36990387 DOI: 10.1016/j.peptides.2023.171004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 03/23/2023] [Accepted: 03/23/2023] [Indexed: 03/29/2023]
Abstract
This paper is the forty-fourth consecutive installment of the annual anthological review of research concerning the endogenous opioid system, summarizing articles published during 2021 that studied the behavioral effects of molecular, pharmacological and genetic manipulation of opioid peptides and receptors as well as effects of opioid/opiate agonizts and antagonists. The review is subdivided into the following specific topics: molecular-biochemical effects and neurochemical localization studies of endogenous opioids and their receptors (1), the roles of these opioid peptides and receptors in pain and analgesia in animals (2) and humans (3), opioid-sensitive and opioid-insensitive effects of nonopioid analgesics (4), opioid peptide and receptor involvement in tolerance and dependence (5), stress and social status (6), learning and memory (7), eating and drinking (8), drug abuse and alcohol (9), sexual activity and hormones, pregnancy, development and endocrinology (10), mental illness and mood (11), seizures and neurologic disorders (12), electrical-related activity and neurophysiology (13), general activity and locomotion (14), gastrointestinal, renal and hepatic functions (15), cardiovascular responses (16), respiration and thermoregulation (17), and immunological responses (18).
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Affiliation(s)
- Richard J Bodnar
- Department of Psychology and Neuropsychology Doctoral Sub-Program, Queens College, City University of New York, CUNY, 65-30 Kissena Blvd., Flushing, NY 11367, USA.
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Aruldhas BW, Quinney SK, Overholser BR, Heathman MA, Masters AR, Ly RC, Gao H, Packiasabapathy S, Sadhasivam S. Pharmacokinetic modeling of R and S-Methadone and their metabolites to study the effects of various covariates in post-operative children. CPT Pharmacometrics Syst Pharmacol 2021; 10:1183-1194. [PMID: 34435753 PMCID: PMC8520746 DOI: 10.1002/psp4.12687] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 06/30/2021] [Accepted: 07/07/2021] [Indexed: 12/12/2022] Open
Abstract
Methadone is a synthetic opioid used as an analgesic and for the treatment of opioid abuse disorder. The analgesic dose in the pediatric population is not well-defined. The pharmacokinetics (PKs) of methadone is highly variable due to the variability in alpha-1 acid glycoprotein (AAG) and genotypic differences in drug-metabolizing enzymes. Additionally, the R and S enantiomers of methadone have unique PK and pharmacodynamic properties. This study aims to describe the PKs of R and S methadone and its metabolite 2-ethylidene-1,5-dimethyl-3,3-diphenylpyrrolidine (EDDP) in pediatric surgical patients and to identify sources of inter- and intra-individual variability. Children aged 8-17.9 years undergoing orthopedic surgeries received intravenous methadone 0.1 mg/kg intra-operatively followed by oral methadone 0.1 mg/kg postoperatively every 12 h. Pharmacokinetics of R and S methadone and EDDP were determined using liquid chromatography tandem mass spectrometry assays and the data were modeled using nonlinear mixed-effects modeling in NONMEM. R and S methadone PKs were well-described by two-compartment disposition models with first-order absorption and elimination. EDDP metabolites were described by one compartment disposition models with first order elimination. Clearance of both R and S methadone were allometrically scaled by bodyweight. CYP2B6 phenotype was a determinant of the clearance of both the enantiomers in an additive gene model. The intronic CYP3A4 single-nucleotide polymorphism (SNP) rs2246709 was associated with decreased clearance of R and S methadone. Concentrations of AAG and the SNP of AAG rs17650 independently increased the volume of distribution of both the enantiomers. The knowledge of these important covariates will aid in the optimal dosing of methadone in children.
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Affiliation(s)
- Blessed W. Aruldhas
- Department of AnesthesiaIndiana University School of MedicineIndianapolisIndianaUSA
- Division of Clinical PharmacologyDepartment of MedicineIndiana University School of MedicineIndianapolisIndianaUSA
- Department of Pharmacology and Clinical PharmacologyChristian Medical CollegeVelloreIndia
| | - Sara K. Quinney
- Division of Clinical PharmacologyDepartment of MedicineIndiana University School of MedicineIndianapolisIndianaUSA
- Department of Obstetrics and GynecologyIndiana University School of MedicineIndianapolisIndianaUSA
- Center for Computational Biology and BioinformaticsIndiana University School of MedicineIndianapolisIndianaUSA
| | - Brian R. Overholser
- Division of Clinical PharmacologyDepartment of MedicineIndiana University School of MedicineIndianapolisIndianaUSA
- Department of Pharmacy PracticePurdue University College of PharmacyIndianapolisIndianaUSA
| | | | - Andrea R. Masters
- Clinical Pharmacology Analytical CoreIndiana University Simon Comprehensive Cancer CenterIndiana University School of MedicineIndianapolisIndianaUSA
| | - Reynold C. Ly
- Division of Clinical PharmacologyDepartment of MedicineIndiana University School of MedicineIndianapolisIndianaUSA
| | - Hongyu Gao
- Department of Medical and Molecular GeneticsCenter for Medical GenomicsIndiana University School of MedicineIndianapolisIndianaUSA
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