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Busulfan target exposure attainment in children undergoing allogeneic hematopoietic cell transplantation: a single day versus a multiday therapeutic drug monitoring regimen

Abstract

Busulfan exposure has previously been linked to clinical outcomes, hence the need for therapeutic drug monitoring (TDM). Study objective was to evaluate the effect of day 1 TDM-guided dosing (regimen d1) versus days 1 + 2 TDM-guided dosing (regimen d1 + 2) on attaining adequate busulfan exposure. In this observational study, we included all children receiving busulfan-based allogeneic hematopoietic cell transplantation. Primary outcome was the percentage of patients achieving busulfan target attainment in both TDM regimens. Secondary outcomes were the variance in busulfan exposure and day-4 clearance (Clday4) estimates between both TDM regimens and dosing day 1 and 2. In regimen d1, 84.3% (n = 91/108) attained a therapeutic busulfan exposure, while in regimen d1 + 2 a proportion of 90.9% was found (n = 30/33, not-significant). Variance of Clday4 estimate based on busulfan day 2 concentrations was significantly smaller than the variance of Clday4 estimates based on day 1 concentrations (p < 0.001). Therefore, day 1-guided TDM (pharmacometric model-based) of busulfan may be sufficient for attaining optimal target exposure, provided that subsequent TDM is carried out if required. However, performing TDM on subsequent days may be beneficial, as measurements on day 2 seemed to reduce the variance in the estimated clearance as compared to day 1 sampling.

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Fig. 1: Two busulfan therapeutic drug monitoring (TDM) sampling strategies were applied: either blood sampling was performed on day 1 (regimen d1), with a dose adjustment based on the day 1 AUC, or blood sampling was performed on days 1 + 2 (regimen d1 + 2), with a dose adjustment based on the days 1 + 2 AUC.
Fig. 2: Overview of the reasons for patient exclusion and the number of patients that were included in the study in the regimen d1 group (day 1-guided therapeutic drug monitoring (TDM)) and the TDM regimen d1 + 2 group (days 1 + 2-guided TDM).
Fig. 3: The variance of the busulfan cumulative exposure (target cumulative area under the curve = 80–100 mg*h/L) for both therapeutic drug monitoring (TDM) regimens, stratified for age (0–2, 2–5, 5–12, and 12–18 years).
Fig. 4: The agreement between the estimated and derived day 4 busulfan clearance (CLday4) for both TDM regimens and concentrations that were measured on day 1 and day 2.

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Data availability

The data that support the findings of this study are available from the corresponding author, TB, upon reasonable request.

References

  1. Bartelink IH, Lalmohamed A, van Reij EML, Dvorak CC, Savic RM, Zwaveling J, et al. Association of busulfan exposure with survival and toxicity after haemopoietic cell transplantation in children and young adults: a multicentre, retrospective cohort analysis. Lancet Haematol. 2016;3:526–36.

    Article  Google Scholar 

  2. Bognàr T, Bartelink IH, Egberts TCG, Rademaker CMA, Versluys AB, Slatter MA, et al. Association between the magnitude of intravenous busulfan exposure and development of hepatic veno-occlusive disease in children and young adults undergoing myeloablative allogeneic hematopoietic cell transplantation. Transpl Cell Ther. 2022;28:196–202.

    Article  Google Scholar 

  3. Ruutu T, van der Werf S, van Biezen A, Backman JT, Peczynski C, Kröger N, et al. Use of busulfan in conditioning for allogeneic hematopoietic stem cell transplantation in adults: a survey by the Transplant Complications Working Party of the EBMT. Bone Marrow Transpl. 2019;54:2013–9.

    Article  CAS  Google Scholar 

  4. Lawson R, Staatz CE, Fraser CJ, Hennig S. Review of the pharmacokinetics and pharmacodynamics of intravenous busulfan in paediatric patients. Clin Pharmacokinet. 2021;60:17–51.

    Article  CAS  PubMed  Google Scholar 

  5. Marsit H, Philippe M, Neely M, Rushing T, Bertrand Y, Ducher M, et al. Intra-individual pharmacokinetic variability of intravenous busulfan in hematopoietic stem cell-transplanted children. Clin Pharmacokinet. 2020;59:1049–61.

    Article  CAS  PubMed  Google Scholar 

  6. Alsultan A, Albassam AA, Alturki A, Alsultan A, Essa M, Almuzzaini B, et al. Can first-dose therapeutic drug monitoring predict the steady state area under the blood concentration-time curve of busulfan in pediatric patients undergoing hematopoietic stem cell transplantation? Front Pediatr. 2022;10:1–7.

    Article  Google Scholar 

  7. Sterkenburg MJ, Boelens JJ, Beelen K, Verdonck L, Lie J, Otten H, et al. “TRIASUS”: a web based information management system for sharing pre- and post-transplantation clinical, HLA and chimaerism data. Biol Blood Marrow Transpl. 2009;15:98.

    Article  Google Scholar 

  8. Punt AM, Langenhorst JB, Egas AC, Boelens JJ, van Kesteren C, van Maarseveen EM. Simultaneous quantification of busulfan, clofarabine and F-ARA-A using isotope labelled standards and standard addition in plasma by LC–MS/MS for exposure monitoring in hematopoietic cell transplantation conditioning. J Chromatogr B Anal Technol Biomed Life Sci 2017;1055–1056:81–5.

    Article  Google Scholar 

  9. European Medicine Agency (EMA). Guideline on bioanalytical method validation. EMEA/CHMP/EWP/192217/2009. London: European Medicines Agency. 2015;1–23.

  10. Bartelink IH, Boelens JJ, Bredius RGM, Egberts ACG, Wang C, Bierings MB, et al. Body weight-dependent pharmacokinetics of busulfan in paediatric haematopoietic stem cell transplantation patients: Towards individualized dosing. Clin Pharmacokinet. 2012;51:331–45.

    Article  CAS  PubMed  Google Scholar 

  11. Chen RL, Fang LH, Yang XY, Amrani MEL, Uijtendaal EV, Chen YF, et al. Therapeutic drug monitoring of busulfan in patients undergoing hematopoietic cell transplantation: a pilot single-center study in taiwan. Pharmaceuticals. 2021;14:613.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Myers AL, Kawedia JD, Champlin RE, Kramer MA, Nieto Y, Ghose R, et al. Clarifying busulfan metabolism and drug interactions to support new therapeutic drug monitoring strategies: a comprehensive review. Expert Opin Drug Metab Toxicol. 2017;13:901–23.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Langenhorst JB, Boss J, van Kesteren C, Lalmohamed A, Kuball J, Egberts ACG, et al. A semi-mechanistic model based on glutathione depletion to describe intra-individual reduction in busulfan clearance. Br J Clin Pharm. 2020;86:1499–150.

    Article  CAS  Google Scholar 

  14. Palmer J, McCune JS, Perales MA, Marks D, Bubalo J, Mohty M, et al. Personalizing Busulfan-based conditioning: considerations from the American society for blood and marrow transplantation practice guidelines committee. Biol Blood Marrow Transpl. 2016;22:1915–25.

    Article  CAS  Google Scholar 

  15. Lee JW, Kang HJ, Lee SH, Yu KS, Kim NH, Yuk YJ, et al. Highly variable pharmacokinetics of once-daily intravenous Busulfan when combined with fludarabine in pediatric patients: phase I clinical study for determination of optimal once-daily busulfan dose using pharmacokinetic modeling. Biol Blood Marrow Transpl. 2012;18:944–50.

    Article  CAS  Google Scholar 

  16. Long-Boyle JR, Savic R, Yan S, Bartelink I, Musick L, French D, et al. Population pharmacokinetics of busulfan in pediatric and young adult patients undergoing hematopoietic cell transplant. Ther Drug Monit. 2015;37:236–45.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  17. Rhee S, Lee JW, Yu K, Hong KT. Pediatric patients undergoing hematopoietic stem cell transplantation can greatly benefit from a novel once-daily intravenous busulfan dosing nomogram. Am J Hematol. 2017;92:607–13.

    Article  CAS  PubMed  Google Scholar 

  18. McCune JS, Bemer MJ, Barrett JS, Scott Baker K, Gamis AS, Holford NHG. Busulfan in infant to adult hematopoietic cell transplant recipients: a population pharmacokinetic model for initial and bayesian dose personalization. Clin Cancer Res. 2014;20:754–63.

    Article  CAS  PubMed  Google Scholar 

  19. Gaziev J, Nguyen L, Puozzo C, Mozzi AF, Casella M, Donnorso MP, et al. Novel pharmacokinetic behavior of intravenous busulfan in children with thalassemia undergoing hematopoietic stem cell transplantation: a prospective evaluation of pharmacokinetic and pharmacodynamic profile with therapeutic drug monitoring. Blood. 2010;115:4597–604.

    Article  CAS  PubMed  Google Scholar 

  20. Bartelink IH, Van Kesteren C, Boelens JJ, Egberts TCG, Bierings MB, Cuvelier GDE, et al. Predictive performance of a busulfan pharmacokinetic model in children and young adults. Ther Drug Monit. 2012;34:574–83.

    Article  CAS  PubMed  Google Scholar 

  21. Kawazoe A, Funaki T, Kim S. Population pharmacokinetic analysis of busulfan in Japanese pediatric and adult HCT patients. J Clin Pharm. 2018;58:1196–204.

    Article  CAS  Google Scholar 

  22. Vassal G, Michel G, Espérou H, Gentet JC, Valteau-Couanet D, Doz F, et al. Prospective validation of a novel IV busulfan fixed dosing for paediatric patients to improve therapeutic AUC targeting without drug monitoring. Cancer Chemother Pharm. 2008;61:113–23.

    Article  CAS  Google Scholar 

  23. Nguyen L. Integration of modelling and simulation into the development of intravenous busulfan in paediatrics: an industrial experience. Fundam Clin Pharm. 2008;22:599–604.

    Article  CAS  Google Scholar 

  24. Hassan M, Öberg G, Bekassy AN, Aschan J, Ehrsson H, Ljungman P, et al. Pharmacokinetics of high-dose busulphan in relation to age and chronopharmacology. Cancer Chemother Pharm. 1991;28:130–4.

    Article  CAS  Google Scholar 

  25. Hassan M, Öberg G, Ehrsson H, Ehrnebo M, Wallin I, Smedmyr B, et al. Pharmacokinetic and metabolic studies of high-dose busulphan in adults. Eur J Clin Pharm. 1989;36:525–30.

    Article  CAS  Google Scholar 

  26. Kim SD, Lee JH, Hur EH, Lee JH, Kim DY, Lim SN, et al. Influence of GST gene polymorphisms on the clearance of intravenous busulfan in adult patients undergoing hematopoietic cell transplantation. Biol Blood Marrow Transpl. 2011;17:1222–30.

    Article  CAS  Google Scholar 

  27. Kim MG, Kwak A, Choi B, Ji E, Oh JM, Kim K. Effect of glutathione S-transferase genetic polymorphisms on busulfan pharmacokinetics and veno-occlusive disease in hematopoietic stem cell transplantation: a meta-analysis. Basic Clin Pharm Toxicol. 2019;124:691–703.

    Article  CAS  Google Scholar 

  28. Yin J, Xiao Y, Zheng H, Zhang YC. Once-daily i.v. BU-based conditioning regimen before allogeneic hematopoietic SCT: a study of influence of GST gene polymorphisms on BU pharmacokinetics and clinical outcomes in Chinese patients. Bone Marrow Transpl. 2015;50:696–705.

    Article  CAS  Google Scholar 

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TB, JSK, EHS, KCME, CTMK, CAL, ACGE, IHB and AL designed the research and participated in the manuscript. TB, JSK and CL collected the data. IHB performed the pharmacometric analysis of the data. TB, ACGE and AL performed the statistical analysis. TB, ACGE, IHB and AL wrote the manuscript. All authors read and approved the manuscript.

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Correspondence to T. (Tim) Bognàr.

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Bognàr, T.(., Kingma, J.S.(., Smeijsters, E.H.(. et al. Busulfan target exposure attainment in children undergoing allogeneic hematopoietic cell transplantation: a single day versus a multiday therapeutic drug monitoring regimen. Bone Marrow Transplant 58, 762–768 (2023). https://doi.org/10.1038/s41409-023-01971-z

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