Skip to main content
Top
Published in: Pediatric Cardiology 8/2019

Open Access 01-12-2019 | Heart Surgery | Original Article

Personalised Warfarin Dosing in Children Post-cardiac Surgery

Authors: Basma Zuheir Al-Metwali, Peter Rivers, Larry Goodyer, Linda O’Hare, Sanfui Young, Hussain Mulla

Published in: Pediatric Cardiology | Issue 8/2019

Login to get access

Abstract

Warfarin dosing is challenging due to a multitude of factors affecting its pharmacokinetics (PK) and pharmacodynamics (PD). A novel personalised dosing algorithm predicated on a warfarin PK/PD model and incorporating CYP2C9 and VKORC1 genotype information has been developed for children. The present prospective, observational study aimed to compare the model with conventional weight-based dosing. The study involved two groups of children post-cardiac surgery: Group 1 were warfarin naïve, in whom loading and maintenance doses were estimated using the model over a 6-month duration and compared to historical case-matched controls. Group 2 were already established on maintenance therapy and randomised into a crossover study comparing the model with conventional maintenance dosing, over a 12-month period. Five patients enrolled in Group 1. Compared to the control group, the median time to achieve the first therapeutic INR was longer (5 vs. 2 days), to stable anticoagulation was shorter (29.0 vs. 96.5 days), to over-anticoagulation was longer (15.0 vs. 4.0 days). In addition, median percentage of INRs within the target range (%ITR) and percentage of time in therapeutic range (%TTR) was higher; 70% versus 47.4% and 83.4% versus 62.3%, respectively. Group 2 included 26 patients. No significant differences in INR control were found between model and conventional dosing phases; mean %ITR was 68.82% versus 67.9% (p = 0.84) and mean %TTR was 85.47% versus 80.2% (p = 0.09), respectively. The results suggest model-based dosing can improve anticoagulation control, particularly when initiating and stabilising warfarin dosing. Larger studies are needed to confirm these findings.
Literature
1.
go back to reference Andrew M, Marzinotto V, Brooker LA, Adams M, Ginsberg J, Freedom R, Williams W (1994) Oral anticoagulation therapy in pediatric patients: a prospective study. Thromb Haemost 71:265–269CrossRef Andrew M, Marzinotto V, Brooker LA, Adams M, Ginsberg J, Freedom R, Williams W (1994) Oral anticoagulation therapy in pediatric patients: a prospective study. Thromb Haemost 71:265–269CrossRef
2.
go back to reference Tait RC, Ladusans EJ, El-Metaal M, Patel RG, Will AM (1996) Oral anticoagulation in paediatric patients: dose requirements and complications. Arch Dis Child 74:228–231CrossRef Tait RC, Ladusans EJ, El-Metaal M, Patel RG, Will AM (1996) Oral anticoagulation in paediatric patients: dose requirements and complications. Arch Dis Child 74:228–231CrossRef
3.
go back to reference Biss TT, Avery PJ, Williams MD, Brandão LR, Grainger JD, Kamali F (2013) The VKORC1 and CYP2C9 genotypes are associated with over-anticoagulation during initiation of warfarin therapy in children. J Thromb Haemost 11:373–375CrossRef Biss TT, Avery PJ, Williams MD, Brandão LR, Grainger JD, Kamali F (2013) The VKORC1 and CYP2C9 genotypes are associated with over-anticoagulation during initiation of warfarin therapy in children. J Thromb Haemost 11:373–375CrossRef
4.
go back to reference Hawcutt DB, Ghani AA, Sutton L, Jorgensen A, Zhang E, Murray M, Michael H, Peart I, Smyth RL, Pirmohamed M (2014) Pharmacogenetics of warfarin in a paediatric population: time in therapeutic range, initial and stable dosing and adverse effects. Pharmacogenom J 14:542–548CrossRef Hawcutt DB, Ghani AA, Sutton L, Jorgensen A, Zhang E, Murray M, Michael H, Peart I, Smyth RL, Pirmohamed M (2014) Pharmacogenetics of warfarin in a paediatric population: time in therapeutic range, initial and stable dosing and adverse effects. Pharmacogenom J 14:542–548CrossRef
5.
go back to reference Shaw K, Amstutz U, Hildebrand C, Rassekh SR, Hosking M, Neville K, Leeder JS, Hayden MR, Ross CJ, Carleton BC (2014) VKORC1 and CYP2C9 genotypes are predictors of warfarin-related outcomes in children. Pediatr Blood Cancer 61:1055–1062CrossRef Shaw K, Amstutz U, Hildebrand C, Rassekh SR, Hosking M, Neville K, Leeder JS, Hayden MR, Ross CJ, Carleton BC (2014) VKORC1 and CYP2C9 genotypes are predictors of warfarin-related outcomes in children. Pediatr Blood Cancer 61:1055–1062CrossRef
6.
go back to reference Ruud E, Holmstrøm H, Bergan S, Wesenberg F (2008) Oral anticoagulation with warfarin is significantly influenced by steroids and CYP2C9 polymorphisms in children with cancer. Pediatr Blood Cancer 50:710–713CrossRef Ruud E, Holmstrøm H, Bergan S, Wesenberg F (2008) Oral anticoagulation with warfarin is significantly influenced by steroids and CYP2C9 polymorphisms in children with cancer. Pediatr Blood Cancer 50:710–713CrossRef
7.
go back to reference Streif W, Andrew M, Marzinotto V, Massicotte P, Chan AK, Julian JA, Mitchell L (1999) Analysis of warfarin therapy in pediatric patients: a prospective cohort study of 319 patients. Blood 94:3007–3014CrossRef Streif W, Andrew M, Marzinotto V, Massicotte P, Chan AK, Julian JA, Mitchell L (1999) Analysis of warfarin therapy in pediatric patients: a prospective cohort study of 319 patients. Blood 94:3007–3014CrossRef
8.
go back to reference Rao PS, Solymar L, Mardini MK, Fawzy ME, Guinn G (1989) Anticoagulant therapy in children with prosthetic valves. Ann Thorac Surg 47:589–592CrossRef Rao PS, Solymar L, Mardini MK, Fawzy ME, Guinn G (1989) Anticoagulant therapy in children with prosthetic valves. Ann Thorac Surg 47:589–592CrossRef
9.
go back to reference Hamberg A, Friberg L, Hanséus K, Ekman-Joelsson B, Sunnegårdh J, Jonzon A, Lundell B, Jonsson E, Wadelius M (2013) Warfarin dose prediction in children using pharmacometric bridging-comparison with published pharmacogenetic dosing algorithms. Eur J Clin Pharmacol 69:1275–1283CrossRef Hamberg A, Friberg L, Hanséus K, Ekman-Joelsson B, Sunnegårdh J, Jonzon A, Lundell B, Jonsson E, Wadelius M (2013) Warfarin dose prediction in children using pharmacometric bridging-comparison with published pharmacogenetic dosing algorithms. Eur J Clin Pharmacol 69:1275–1283CrossRef
10.
go back to reference Hamberg A, Wadelius M, Lindh JD, Dahl ML, Padrini R, Deloukas P, Rane A, Jonsson EN (2010) A pharmacometric model describing the relationship between warfarin dose and INR response with respect to variations in CYP2C9, VKORC1, and age. Clin Pharmacol Ther 87:727–734CrossRef Hamberg A, Wadelius M, Lindh JD, Dahl ML, Padrini R, Deloukas P, Rane A, Jonsson EN (2010) A pharmacometric model describing the relationship between warfarin dose and INR response with respect to variations in CYP2C9, VKORC1, and age. Clin Pharmacol Ther 87:727–734CrossRef
11.
go back to reference Hamberg A, Hellman J, Dahlberg J, Jonsson EN, Wadelius M (2015) A Bayesian decision support tool for efficient dose individualization of warfarin in adults and children. BMC Med Inf Decis Mak 15:1–9CrossRef Hamberg A, Hellman J, Dahlberg J, Jonsson EN, Wadelius M (2015) A Bayesian decision support tool for efficient dose individualization of warfarin in adults and children. BMC Med Inf Decis Mak 15:1–9CrossRef
12.
go back to reference Tabib A, Najibi B, Dalili M, Baghaei R, Poopak B (2015) Enzyme polymorphism in warfarin dose management after pediatric cardiac surgery. Res Cardiovasc Med 4:e27963–e27963CrossRef Tabib A, Najibi B, Dalili M, Baghaei R, Poopak B (2015) Enzyme polymorphism in warfarin dose management after pediatric cardiac surgery. Res Cardiovasc Med 4:e27963–e27963CrossRef
13.
go back to reference Rosendaal FR, Cannegieter SC, van der Meer FJ, Briet E (1993) A method to determine the optimal intensity of oral anticoagulant therapy. Thromb Haemost 69:236–239CrossRef Rosendaal FR, Cannegieter SC, van der Meer FJ, Briet E (1993) A method to determine the optimal intensity of oral anticoagulant therapy. Thromb Haemost 69:236–239CrossRef
14.
go back to reference Julious SA, Campbell MJ, Altman DG (1999) Estimating sample sizes for continuous, binary, and ordinal outcomes in paired comparisons: practical hints. J Biopharm Stat 9:241–251CrossRef Julious SA, Campbell MJ, Altman DG (1999) Estimating sample sizes for continuous, binary, and ordinal outcomes in paired comparisons: practical hints. J Biopharm Stat 9:241–251CrossRef
15.
go back to reference Pirmohamed M, Burnside G, Eriksson N, Jorgensen AL, Toh CH, Nicholson T, Kesteven P, Christersson C, Wahlström B, Stafberg C, Zhang JE, Leathart JB, Kohnke H, Maitland-van der Zee AH, Williamson PR, Daly AK, Avery P, Kamali F, Wadelius M (2013) A randomized trial of genotype-guided dosing of warfarin. N Engl J Med 369:2294–2303CrossRef Pirmohamed M, Burnside G, Eriksson N, Jorgensen AL, Toh CH, Nicholson T, Kesteven P, Christersson C, Wahlström B, Stafberg C, Zhang JE, Leathart JB, Kohnke H, Maitland-van der Zee AH, Williamson PR, Daly AK, Avery P, Kamali F, Wadelius M (2013) A randomized trial of genotype-guided dosing of warfarin. N Engl J Med 369:2294–2303CrossRef
16.
go back to reference Perlstein TS, Goldhaber SZ, Nelson K, Joshi V, Morgan TV, Lesko LJ, Lee J, Gobburu J, Schoenfeld D, Kucherlapati R, Freeman MW, Creager MA (2012) The creating an optimal warfarin nomogram (CROWN) study. Thromb Haemost 107:59–68CrossRef Perlstein TS, Goldhaber SZ, Nelson K, Joshi V, Morgan TV, Lesko LJ, Lee J, Gobburu J, Schoenfeld D, Kucherlapati R, Freeman MW, Creager MA (2012) The creating an optimal warfarin nomogram (CROWN) study. Thromb Haemost 107:59–68CrossRef
17.
go back to reference Biss TT, Avery PJ, Walsh PM, Kamali F (2011) Comparison of time within therapeutic INR range with percentage INR within therapeutic range for assessing long-term anticoagulation control in children: reply to a rebuttal. J Thromb Haemost 9:2332–2333CrossRef Biss TT, Avery PJ, Walsh PM, Kamali F (2011) Comparison of time within therapeutic INR range with percentage INR within therapeutic range for assessing long-term anticoagulation control in children: reply to a rebuttal. J Thromb Haemost 9:2332–2333CrossRef
18.
go back to reference Jones S, McLoughlin S, Piovesan D, Savoia H, Monagle P, Newall F (2016) Safety and efficacy outcomes of home and hospital warfarin management within a pediatric anticoagulation clinic. J Pediatr Hematol Oncol 38:216–220CrossRef Jones S, McLoughlin S, Piovesan D, Savoia H, Monagle P, Newall F (2016) Safety and efficacy outcomes of home and hospital warfarin management within a pediatric anticoagulation clinic. J Pediatr Hematol Oncol 38:216–220CrossRef
19.
go back to reference Wong CS, Batchelor K, Bua J, Newall F (2011) Safety and efficacy of warfarin in paediatric patients with prosthetic cardiac valves: a retrospective audit. Thromb Res 128:331–334CrossRef Wong CS, Batchelor K, Bua J, Newall F (2011) Safety and efficacy of warfarin in paediatric patients with prosthetic cardiac valves: a retrospective audit. Thromb Res 128:331–334CrossRef
20.
go back to reference Moreau C, Bajolle F, Siguret V, Lasne D, Golmard J, Elie C, Beaune P, Cheurfi R, Bonnet D, Loriot M (2012) Vitamin K antagonists in children with heart disease: height and VKORC1 genotype are the main determinants of the warfarin dose requirement. Blood 119:861–867CrossRef Moreau C, Bajolle F, Siguret V, Lasne D, Golmard J, Elie C, Beaune P, Cheurfi R, Bonnet D, Loriot M (2012) Vitamin K antagonists in children with heart disease: height and VKORC1 genotype are the main determinants of the warfarin dose requirement. Blood 119:861–867CrossRef
21.
go back to reference Nguyen N, Anley P, Yu M, Zhang G, Thompson A, Jennings L (2013) Genetic and clinical determinants influencing warfarin dosing in children with heart disease. Pediatr Cardiol 34:984–990CrossRef Nguyen N, Anley P, Yu M, Zhang G, Thompson A, Jennings L (2013) Genetic and clinical determinants influencing warfarin dosing in children with heart disease. Pediatr Cardiol 34:984–990CrossRef
22.
go back to reference Nowak-Göttl U, Dietrich K, Schaffranek D, Eldin NS, Yasui Y, Geisen C, Mitchell LG (2010) In pediatric patients, age has more impact on dosing of vitamin K antagonists than VKORC1 or CYP2C9 genotypes. Blood 116:6101–6105CrossRef Nowak-Göttl U, Dietrich K, Schaffranek D, Eldin NS, Yasui Y, Geisen C, Mitchell LG (2010) In pediatric patients, age has more impact on dosing of vitamin K antagonists than VKORC1 or CYP2C9 genotypes. Blood 116:6101–6105CrossRef
Metadata
Title
Personalised Warfarin Dosing in Children Post-cardiac Surgery
Authors
Basma Zuheir Al-Metwali
Peter Rivers
Larry Goodyer
Linda O’Hare
Sanfui Young
Hussain Mulla
Publication date
01-12-2019
Publisher
Springer US
Published in
Pediatric Cardiology / Issue 8/2019
Print ISSN: 0172-0643
Electronic ISSN: 1432-1971
DOI
https://doi.org/10.1007/s00246-019-02215-y

Other articles of this Issue 8/2019

Pediatric Cardiology 8/2019 Go to the issue