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Kim Y, Moon S, Rhee SJ. Optimal Once-Daily Busulfan Administration in Pediatric Patients: A Simulation-Based Investigation of Intravenous Infusion Times. Drug Des Devel Ther 2024; 18:871-879. [PMID: 38524879 PMCID: PMC10961087 DOI: 10.2147/dddt.s451970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 03/08/2024] [Indexed: 03/26/2024] Open
Abstract
Purpose Pediatric patients receiving hematopoietic stem cell transplantation undergo regular administration of intravenous busulfan as a conditioning regimen. Once-daily regimen of busulfan has been proposed as a more convenient alternative to the traditional regimen, but it may increase the risk of toxicity such as veno-occlusive disease (VOD). The study aims to evaluate the pharmacokinetics (PKs) of once-daily regimens and investigate appropriate intravenous infusion times to reduce the risk of toxicity. Patients and methods Once-daily busulfan dosing regimens for pediatric patient were reviewed and selected including EMA- and FDA-based once-daily dosing regimens. We generated busulfan PK data of virtual pediatric patients using a previously developed population PK model. PK profiles and proportion of patients achieving the referenced maximum concentration (Cmax) and exposure to busulfan were used to evaluate the appropriateness of both infusion time and dosing regimens. Results Predicted PK profiles and exposure of busulfan showed relatively similar distributions for all once-daily dosing regimens. Most patients exceeded the referenced Cmax possibly associated with a high risk of VOD with all once-daily regimens when applied with 3 hours of infusion. Conclusion While intravenous infusion of once-daily busulfan is typically administered over 3 hours, our findings emphasize the necessity of considering sufficient infusion times to ensure safe drug utilization and prevent toxicity, which will aid in optimal busulfan use in pediatric oncology.
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Affiliation(s)
- Yun Kim
- College of Pharmacy, Daegu Catholic University, Gyeongsan, 38430, Republic of Korea
| | - Sungha Moon
- College of Pharmacy, Wonkwang University, Iksan, 54538, Republic of Korea
| | - Su-Jin Rhee
- College of Pharmacy, Wonkwang University, Iksan, 54538, Republic of Korea
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Xu B, Zhou J, Zheng Y, Xu R, Liu Q, Li D, Liu M, Wu X. Limited Sampling Strategies for Estimating Busulfan Area Under the Concentration-Time Curve: Based on Peak and Trough Concentrations in Saliva. J Clin Pharmacol 2024; 64:58-66. [PMID: 37697452 DOI: 10.1002/jcph.2345] [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: 06/25/2023] [Accepted: 09/06/2023] [Indexed: 09/13/2023]
Abstract
Therapeutic drug monitoring for busulfan is currently performed by multiple plasma sampling. Saliva is considered a noninvasive therapeutic drug monitoring matrix. This study aimed to investigate intravenous busulfan pharmacokinetics (PK) in plasma and saliva, and establish a limited sampling strategy (LSS) for predicting the area under the concentration-time curve from time zero to infinity in plasma (AUC0-∞,p) by using saliva samples. Therefore, the PK of busulfan was studied in 37 Chinese patients. Pearson correlation analysis was used to evaluate the correlation between the AUC of busulfan in plasma and saliva. LSS models were established by the multiple linear regression analysis. The prediction error, the mean prediction error, and the root mean square error were used to evaluate the predictive accuracy. The agreement between the predicted and observed AUC0-∞ in saliva was investigated by the intraclass correlation coefficient and Bland-Altman analysis. The accuracy and robustness of the models were evaluated by using the bootstrap procedure. The result of PK analysis 62.2% of patients (23/37) was within the target range of AUC0-∞,p . A good correlation between saliva and plasma busulfan AUC0-∞ was observed (r = 0.63, p < .01). The bias and precision of the models 7 and 13 were less than 15%. The intraclass correlation coefficient exceeded 0.9, and the limits of agreement were within ±15%. The 2-point LSS model in saliva is a convenient and desirable approach to predict the AUC0-∞ of 4 times daily intravenous busulfan in plasma, which can be used to design personalized dosing for busulfan.
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Affiliation(s)
- Baohua Xu
- School of Pharmacy, Fujian Medical University, Fuzhou, Fujian, China
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - Jianxing Zhou
- School of Pharmacy, Fujian Medical University, Fuzhou, Fujian, China
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - You Zheng
- School of Pharmacy, Fujian Medical University, Fuzhou, Fujian, China
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - Ruichao Xu
- Quantitative Clinical Pharmacology, Takeda Development Center Americas, Inc, Lexington, MA, USA
| | - Qingxia Liu
- School of Pharmacy, Fujian Medical University, Fuzhou, Fujian, China
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - Dandan Li
- School of Pharmacy, Fujian Medical University, Fuzhou, Fujian, China
| | - Maobai Liu
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - Xuemei Wu
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
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Salman BM, Al Riyami IM, AalHamad AH, Al-Khabori M. Limited Sampling Strategy Using End of Infusion and Six-Hour Concentrations Overestimates Intravenous Busulfan Clearance Compared With Standard Six-Point Sampling in Hematopoietic Stem Cell Transplant Patients. Ther Drug Monit 2023; 45:766-771. [PMID: 37488745 DOI: 10.1097/ftd.0000000000001126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 05/18/2023] [Indexed: 07/26/2023]
Abstract
BACKGROUND Therapeutic drug monitoring for busulfan (Bu) is important to improve outcomes of hematopoietic stem cell transplantation. However, standard therapeutic drug monitoring requires multiple samples and is inconvenient, labor-intensive, and costly. Accordingly, a limited sampling strategy (LSS) was evaluated, using 2-point sampling at end of infusion and at 6 hours, and the area-under-the-curve and Bu clearances (CLs) were compared with the results obtained from the standard sampling strategy (SSS) using 5-6 samples. METHOD The analysis was based on retrospective clinical data from 202 patients receiving intravenous Bu before hematopoietic stem cell transplantation for malignant or nonmalignant conditions. Bu plasma concentrations were measured via liquid chromatography tandem-mass spectrometry, and pharmacokinetic parameters were calculated using the PKCNA package in R program. RESULT A total of 502 doses were analyzed by applying SSS and LSS. Using the modified Bland-Altman plot, the mean percentage difference in CL between the SSS and LSS estimates of Bu 6-hourly regimen was -41% (Limits: -53% and -30%). In the once daily regimen, the mean difference in CL between the 2 strategies on the modified Bland-Altman plot was -22% (Limits: -66% and +22%). CONCLUSIONS The Bu CL values estimated based on the BU concentration at end of infusion and at 6 hours postinfusion were significantly higher than the values obtained via the SSS.
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Affiliation(s)
- Bushra Mustafa Salman
- Pharmacy Department, Sultan Qaboos Comprehensive Cancer Care & Research Centre, Muscat, Oman
| | | | | | - Murtadha Al-Khabori
- Department of Hematology, College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman
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4
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Li D, Zhao J, Xu B, Zheng Y, Liu M, Huang H, Han S, Wu X. Predicting busulfan exposure in patients undergoing hematopoietic stem cell transplantation using machine learning techniques. Expert Rev Clin Pharmacol 2023; 16:751-761. [PMID: 37326641 DOI: 10.1080/17512433.2023.2226866] [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: 01/29/2023] [Accepted: 06/13/2023] [Indexed: 06/17/2023]
Abstract
PURPOSE This study aimed to establish an optimal model to predict the busulfan (BU) area under the curve at steady state (AUCss) by using machine learning (ML). PATIENTS AND METHODS Seventy-nine adult patients (age ≥18 years) who received BU intravenously and underwent therapeutic drug monitoring from 2013 to 2021 at Fujian Medical University Union Hospital were enrolled in this retrospective study. The whole dataset was divided into a training group and test group at the ratio of 8:2. BU AUCss were considered as the target variable. Nine different ML algorithms and one population pharmacokinetic (pop PK) model were developed and validated, and their predictive performance was compared. RESULTS All ML models were superior to the pop PK model (R2 = 0.751, MSE = 0.722, 14 and RMSE = 0.830) in model fitting and had better predictive accuracy. The ML model of BU AUCss established through support vector regression (SVR) and gradient boosted regression trees (GBRT) had the best predictive ability (R2 = 0.953 and 0.953, MSE = 0.323 and 0.326, and RMSE = 0.423 and 0.425). CONCLUSION All the ML models can potentially be used to estimate BU AUCss with the aim of facilitating rational use of BU on the individualized level, especially models built by SVR and GBRT algorithms.
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Affiliation(s)
- Dandan Li
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, China
- School of Pharmacy, Fujian Medical University, Fuzhou, China
| | - Jingtong Zhao
- School of Economics, Renmin University of China, Beijing, China
| | - Baohua Xu
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, China
- School of Pharmacy, Fujian Medical University, Fuzhou, China
| | - You Zheng
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, China
- School of Pharmacy, Fujian Medical University, Fuzhou, China
| | - Maobai Liu
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, China
| | - Huiping Huang
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, China
- School of Pharmacy, Fujian Medical University, Fuzhou, China
| | - Song Han
- School of Economics, Renmin University of China, Beijing, China
| | - Xuemei Wu
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, China
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Combarel D, Tran J, Delahousse J, Vassal G, Paci A. Individualizing busulfan dose in specific populations and evaluating the risk of pharmacokinetic drug-drug interactions. Expert Opin Drug Metab Toxicol 2023; 19:75-90. [PMID: 36939456 DOI: 10.1080/17425255.2023.2192924] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/21/2023]
Abstract
INTRODUCTION Busulfan is an alkylating agent widely used in the conditioning of hematopoietic stem cell transplantation possessing a complex metabolism and a large interindividual and intra-individual variability, especially in children. Combined with the strong rationale of busulfan PK/PD relationships, factors altering its clearance (e.g., weight, age, and GST-A genetic polymorphism mainly) can also affect clinical outcomes. AREAS COVERED This review aims to provide an overview of the current knowledge on busulfan pharmacokinetics, its pharmacokinetics variabilities in pediatric populations, drug-drug interactions (DDI), and their consequences regarding dose individualization. This review was based on medical literature up until October 2021. EXPERT OPINION To ensure effective busulfan exposure in pediatrics, different weight-based nomograms have been established to determine busulfan dosage and provided improved results (65 - 80% of patients correctly exposed). In addition to nomograms, therapeutic drug monitoring (TDM) of busulfan measuring plasmatic concentrations to estimate busulfan pharmacokinetic parameters can be used. TDM is now widely carried out in routine practices and aims to ensure the targeting of the reported therapeutic windows by individualizing busulfan dosing based on the clearance estimations from a previous dose.
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Affiliation(s)
- David Combarel
- Service de Pharmacologie, Département de biologie et pathologie médicale, Gustave Roussy, Université Paris-Saclay, Villejuif, France.,Université Paris-Saclay, Faculté de Pharmacie, Université Paris-Saclay, Chatenay-Malabry, France
| | - Julie Tran
- Service de Pharmacologie, Département de biologie et pathologie médicale, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Julia Delahousse
- Service de Pharmacologie, Département de biologie et pathologie médicale, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Gilles Vassal
- Gustave Roussy Comprehensive Cancer Center, & University Paris-Saclay, Villejuif, France
| | - Angelo Paci
- Service de Pharmacologie, Département de biologie et pathologie médicale, Gustave Roussy, Université Paris-Saclay, Villejuif, France.,Université Paris-Saclay, Faculté de Pharmacie, Université Paris-Saclay, Chatenay-Malabry, France
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Shao DF, Li JH, Hu T, Zhang ZX, Zhang L, Li JJ, Cao J, Feng SQ, Tang RH, Zhong DX, Song ZL, Yue M, Hu MZ, Xuan LT, Zhai MN, Zhang HF, Wang XY, Shi XD, Liu R. Clinical outcomes of individualized busulfan-dosing in hematopoietic stem cell transplantation in Chinese children undergoing with therapeutic drug monitoring. Bone Marrow Transplant 2022; 57:473-478. [PMID: 35039622 DOI: 10.1038/s41409-021-01545-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 09/21/2021] [Accepted: 11/30/2021] [Indexed: 12/19/2022]
Abstract
To identify relationships between busulfan (Bu) exposure and outcomes of a cohort pediatric patients receiving hematopoietic stem cell transplantation (HSCT), along with a targeted busulfan-based conditioning regimen. We retrospectively evaluated targeted busulfan concentrations in 53 pediatric patients (age 0.4-16 years) who received busulfan 4 times daily according to recommended weight-based doses in a single-center analysis between 2018 and 2020. In this trial, individual busulfan pharmacokinetics were performed following dose 5 of the conditioning regimen. Twenty four of 53 patients (45.3%) studies did not require dose adjustments. Equal number of patients (24/53) required one dose adjustments while two-dose adjustment applied for 5 of 53 (9.4%). Twenty-one percent of the patients exhibited ll-lV aGVHD. The incidence of veno-occlusive disease (VOD) was in 3.8% of the 53 patients, while incidence of hemorrhagic cystitis (II-III) reached to 9.7%. Engraftment was successful in 98% of the 53 patients with relapse in 2% of cases. The probability of overall survival and disease-free survival at day 100 was 96% and 94%, respectively. In conclusion, therapeutic drug monitoring (TDM) and individualization of Bu dosage are essential to improve the efficacy and safety of busulfan-based regimen in Chinese pediatric HSCT recipients.
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Affiliation(s)
- Duan-Fang Shao
- Department of Hematology and Oncology, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China
| | - Jun-Hui Li
- Department of Hematology and Oncology, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China
| | - Tao Hu
- Department of Hematology and Oncology, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China
| | - Zhao-Xia Zhang
- Department of Hematology and Oncology, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China
| | - Lei Zhang
- Department of Hematology and Oncology, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China
| | - Juan-Juan Li
- Department of Hematology and Oncology, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China
| | - Jing Cao
- Department of Hematology and Oncology, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China
| | - Shun-Qiao Feng
- Department of Hematology and Oncology, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China
| | - Rui-Hong Tang
- Department of Hematology and Oncology, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China
| | - Di-Xiao Zhong
- Department of Hematology and Oncology, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China
| | - Ze-Liang Song
- Department of Hematology and Oncology, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China
| | - Mei Yue
- Department of Hematology and Oncology, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China
| | - Meng-Ze Hu
- Department of Hematology and Oncology, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China
| | - Li-Tian Xuan
- Department of Hematology and Oncology, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China
| | - Meng-Na Zhai
- Department of Hematology and Oncology, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China
| | - Hai-Feng Zhang
- Department of experimental center, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China
| | - Xiang-Yan Wang
- Department of Clinical Pharmacology, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China
| | - Xiao-Dong Shi
- Department of Hematology and Oncology, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China.
| | - Rong Liu
- Department of Hematology and Oncology, Children's Hospital of Capital Institute of Pediatrics, No. 2, Yabao Road, Chaoyang District, Beijing, 100020, China.
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7
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Alsultan A, Albassam AA, Alturki A, Alsultan A, Essa M, Almuzzaini B, Alfadhel S. 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; 10:834773. [PMID: 35463912 PMCID: PMC9021690 DOI: 10.3389/fped.2022.834773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 03/14/2022] [Indexed: 11/26/2022] Open
Abstract
Busulfan has high intra-individual variability and possible time-dependent changes in clearance, which complicates therapeutic drug monitoring (TDM), as first dose sampling may not predict the steady state concentrations. In this study, we aimed to use Bayesian pharmacokinetic parameters estimated from the first dose to predict the steady state AUC for busulfan. This observational study was conducted among pediatric patients at King Abdullah Specialist Children's Hospital. From each patient, we collected six blood samples (2, 2.25, 2.5, 3, 4, and 6 h after the start of IV infusion of the first dose). A subset of patients were also sampled at the steady state. First, we modeled the data using only the first dose. The model was used to estimate the empirical Bayesian estimates of clearance for each individual patient, then we used the empirical Bayesian estimates of clearance to predict the AUC0-tau at steady state (i.e., predicted AUC0-tau). Steady state AUC0-tau was also calculated for patients sampled at steady state using the trapezoidal method using raw time concentration data; this was considered the reference AUC0-tau.. Then, we compared the AUC0-tau predicted using the Bayesian approach with the reference AUC0-tau values. We calculated bias and precision to assess predictability. In total we had 33 patients sampled after first dose and at steady state. Using the Bayesian approach to predict the AUC0-tau, bias was -2.8% and precision was 33%. This indicates that first dose concentrations cannot accurately predict steady state busulfan concentrations; therefore, follow-up TDM may be required for optimal dosing.
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Affiliation(s)
- Abdullah Alsultan
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia.,Clinical Pharmacokinetics and Pharmacodynamics Unit, King Saud University Medical City, Riyadh, Saudi Arabia
| | - Ahmed A Albassam
- Department of Clinical Pharmacy, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia
| | - Abdullah Alturki
- Pharmaceutical Analysis Lab-King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Abdulrahman Alsultan
- Department of Pediatrics, College of Medicine, King Saud University, Riyadh, Saudi Arabia.,Oncology Center, King Saud University Medical City, Riyadh, Saudi Arabia
| | - Mohammed Essa
- Department of Pediatric Hematology/Oncology, King Abdullah Specialist Children Hospital, Riyadh, Saudi Arabia.,College of Medicine, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia.,King Abdullah International Medical Research Center, National Guard Health Affairs, Riyadh, Saudi Arabia
| | - Bader Almuzzaini
- Medical Genomics Research Department, King Abdullah International Medical Research Center, Ministry of National Guard Health Affairs, Riyadh, Saudi Arabia
| | - Salman Alfadhel
- Pharmaceutical Analysis Lab-King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
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Essmann S, Dadkhah A, Janson D, Wolschke C, Ayuk F, Kröger NM, Langebrake C. Iron Chelation With Deferasirox Increases Busulfan AUC During Conditioning Chemotherapy Prior to Allogeneic Stem Cell Transplantation. Transplant Cell Ther 2021; 28:115.e1-115.e5. [PMID: 34775147 DOI: 10.1016/j.jtct.2021.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 11/01/2021] [Accepted: 11/03/2021] [Indexed: 01/19/2023]
Abstract
The negative effects of iron overload caused by repetitive blood transfusions and iron release during cytotoxic chemotherapy might be ameliorated by early treatment with an iron chelator. However, in the setting of allogeneic hematopoietic stem cell transplantation (HSCT), chelation therapy is often postponed until the late post-transplantation period because of potential drug interactions. We wanted to systematically investigate the influence of iron chelation with deferasirox on the pharmacokinetics of intravenous busulfan in adult patients in the context of routine therapeutic drug monitoring (TDM) before HSCT. We conducted a single-center, prospective, observational study in 25 adult patients with planned allogeneic HSCT after myeloablative, busulfan-based, TDM-guided conditioning chemotherapy. Busulfan was administered intravenously over 3 hours with an initial dose of 3.2 mg/kg once daily (based on adjusted ideal body weight [AIBW] in overweight patients). Four consecutive dosages were planned to achieve a cumulative area under the curve (AUC) of 80 mg · h/L. Patients received deferasirox for transfusional iron overload as per approval from the start of conditioning until day 3 after transplantation. Model-based calculation of the busulfan AUC was carried out by means of Bayesian prediction based on a population pharmacokinetic model after the first or second dose of busulfan, and dose adjustments were performed accordingly. Calculated median cumulative AUC before dose adjustment was 93.7 mg · h/L (65.1-151.4 mg · h/L), which was considerably above the target AUC of 80 mg · h/L ± 10%. Median dose adjustment was -17.1% (-50.0% to 18.2%), and patients ultimately received busulfan with a median cumulative dose of 10.60 mg/kg (6.38-15.62 mg/kg). A busulfan dose reduction was necessary in 19 patients (76%) whereas a dose increase was only necessary in 1 patient. After dose adjustment the median AUC was 79.7 mg/L · h (62.5 - 84.2 mg/L · h). Median busulfan clearance was 0.134 L/h/kg (0.084-0.203 L/h/kg), which is significantly lower than the average clearance of 0.2 L/h/kg reported in the literature, whereas volume of distribution was not altered. We were able to demonstrate, that TDM is the key point to facilitate a safe co-administration of both medications, because the intake of deferasirox leads to a considerable increase in the busulfan AUC of about 35% to 40%. The reason for the increase in busulfan AUC is a reduction in busulfan clearance by about one third; therefore a lower initial dose of busulfan followed by TDM could be considered in this case.
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Affiliation(s)
- Sonja Essmann
- University Medical Centre Hamburg-Eppendorf, Department of Stem Cell Transplantation, Hamburg, Germany
| | - Adrin Dadkhah
- University Medical Centre Hamburg-Eppendorf, Hospital Pharmacy, Hamburg, Germany
| | - Dietlinde Janson
- University Medical Centre Hamburg-Eppendorf, Department of Stem Cell Transplantation, Hamburg, Germany
| | - Christine Wolschke
- University Medical Centre Hamburg-Eppendorf, Department of Stem Cell Transplantation, Hamburg, Germany
| | - Francis Ayuk
- University Medical Centre Hamburg-Eppendorf, Department of Stem Cell Transplantation, Hamburg, Germany
| | - Nicolaus M Kröger
- University Medical Centre Hamburg-Eppendorf, Department of Stem Cell Transplantation, Hamburg, Germany
| | - Claudia Langebrake
- University Medical Centre Hamburg-Eppendorf, Department of Stem Cell Transplantation, Hamburg, Germany; University Medical Centre Hamburg-Eppendorf, Hospital Pharmacy, Hamburg, Germany.
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9
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Neroutsos E, Athanasiadou I, Paisiou A, Zisaki K, Goussetis E, Archontaki H, Tsirigotis P, Kitra M, Grafakos S, Spyridonidis A, Dokoumetzidis A, Valsami G. Dose individualization of intravenous busulfan in pediatric patients undergoing bone marrow transplantation: impact and in vitro evaluation of infusion lag-time. J Pharm Pharmacol 2021; 73:1340-1350. [PMID: 34244783 DOI: 10.1093/jpp/rgab087] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 05/20/2021] [Indexed: 11/12/2022]
Abstract
OBJECTIVES To apply therapeutic drug monitoring and dose-individualization of intravenous Busulfan to paediatric patients and evaluate the impact of syringe-pump induced Busulfan infusion lag-time after in vitro estimation. METHODS 76 children and adolescents were administered 2 h intravenous Busulfan infusion every 6 h (16 doses). Busulfan plasma levels, withdrawn by an optimized sampling scheme and measured by a validated HPLC-PDA method, were used to estimate basic PK parameters, AUC, Cmax, kel, t1/2, applying Non-Compartmental Analysis. In vivo infusion lag-time was simulated in vitro and used to evaluate its impact on AUC estimation. KEY FINDINGS Mean (%CV) Busulfan AUC, Cmax, clearance and t1/2 for pediatric population were found 962.3 μm × min (33.1), 0.95 mg/L (41.4), 0.27 L/h/kg (33.3), 2.2 h (27.8), respectively. TDM applied to 76 children revealed 6 (7.9%) being above and 25 (32.9%) below therapeutic-range (AUC: 900-1350 μm × min). After dose correction, all patients were measured below toxic levels (AUC < 1500 μm × min), no patient below 900 μm × min. Incorporation of infusion lag-time revealed lower AUCs with 17.1% more patients and 23.1% more younger patients, with body weight <16 kg, being below the therapeutic-range. CONCLUSIONS TDM, applied successfully to 76 children, confirmed the need for Busulfan dose-individualization in paediatric patients. Infusion lag-time was proved clinically significant for younger, low body-weight patients and those close to the lower therapeutic-range limit.
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Affiliation(s)
- E Neroutsos
- Laboratory of Biopharmaceutics & Pharmacokinetics, Department of Pharmacy, School of Health Sciences, National & Kapodistrian University of Athens, Athens, Greece
| | - I Athanasiadou
- Laboratory of Biopharmaceutics & Pharmacokinetics, Department of Pharmacy, School of Health Sciences, National & Kapodistrian University of Athens, Athens, Greece
| | - A Paisiou
- Bone Marrow Transplantation Unit, "Agia Sophia" General Children's Hospital of Athens, Athens, Greece
| | - K Zisaki
- Bone Marrow Transplantation Unit, "Agia Sophia" General Children's Hospital of Athens, Athens, Greece
| | - E Goussetis
- Bone Marrow Transplantation Unit, "Agia Sophia" General Children's Hospital of Athens, Athens, Greece
| | - H Archontaki
- Laboratory of Analytical Chemistry, Department of Chemistry, School of Sciences, National & Kapodistrian University of Athens, Athens, Greece
| | - P Tsirigotis
- Clinic of Internal Medicine, University Hospital "Attikon", Department of Medicine, School of Health Sciences, National & Kapodistrian University of Athens, Athens, Greece
| | - M Kitra
- Bone Marrow Transplantation Unit, "Agia Sophia" General Children's Hospital of Athens, Athens, Greece
| | - S Grafakos
- Bone Marrow Transplantation Unit, "Agia Sophia" General Children's Hospital of Athens, Athens, Greece
| | - A Spyridonidis
- Bone Marrow Transplant Unit, University Hospital of Patras, Department of Medicine, School of Health Sciences, University of Patras, Rio, Patras, Greece
| | - A Dokoumetzidis
- Laboratory of Biopharmaceutics & Pharmacokinetics, Department of Pharmacy, School of Health Sciences, National & Kapodistrian University of Athens, Athens, Greece
| | - G Valsami
- Laboratory of Biopharmaceutics & Pharmacokinetics, Department of Pharmacy, School of Health Sciences, National & Kapodistrian University of Athens, Athens, Greece
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10
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Ben Hassine K, Powys M, Svec P, Pozdechova M, Versluys B, Ansari M, Shaw PJ. Total Body Irradiation Forever? Optimising Chemotherapeutic Options for Irradiation-Free Conditioning for Paediatric Acute Lymphoblastic Leukaemia. Front Pediatr 2021; 9:775485. [PMID: 34956984 PMCID: PMC8705537 DOI: 10.3389/fped.2021.775485] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 10/21/2021] [Indexed: 12/15/2022] Open
Abstract
Total-body irradiation (TBI) based conditioning prior to allogeneic hematopoietic stem cell transplantation (HSCT) is generally regarded as the gold-standard for children >4 years of age with acute lymphoblastic leukaemia (ALL). Retrospective studies in the 1990's suggested better survival with irradiation, confirmed in a small randomised, prospective study in the early 2000's. Most recently, this was reconfirmed by the early results of the large, randomised, international, phase III FORUM study published in 2020. But we know survivors will suffer a multitude of long-term sequelae after TBI, including second malignancies, neurocognitive, endocrine and cardiometabolic effects. The drive to avoid TBI directs us to continue optimising irradiation-free, myeloablative conditioning. In chemotherapy-based conditioning, the dominant myeloablative effect is provided by the alkylating agents, most commonly busulfan or treosulfan. Busulfan with cyclophosphamide is a long-established alternative to TBI-based conditioning in ALL patients. Substituting fludarabine for cyclophosphamide reduces toxicity, but may not be as effective, prompting the addition of a third agent, such as thiotepa, melphalan, and now clofarabine. For busulfan, it's wide pharmacokinetic (PK) variability and narrow therapeutic window is well-known, with widespread use of therapeutic drug monitoring (TDM) to individualise dosing and control the cumulative busulfan exposure. The development of first-dose selection algorithms has helped achieve early, accurate busulfan levels within the targeted therapeutic window. In the future, predictive genetic variants, associated with differing busulfan exposures and toxicities, could be employed to further tailor individualised busulfan-based conditioning for ALL patients. Treosulfan-based conditioning leads to comparable outcomes to busulfan-based conditioning in paediatric ALL, without the need for TDM to date. Future PK evaluation and modelling may optimise therapy and improve outcome. More recently, the addition of clofarabine to busulfan/fludarabine has shown encouraging results when compared to TBI-based regimens. The combination shows activity in ALL as well as AML and deserves further evaluation. Like busulfan, optimization of chemotherapy conditioning may be enhanced by understanding not just the PK of clofarabine, fludarabine, treosulfan and other agents, but also the pharmacodynamics and pharmacogenetics, ideally in the context of a single disease such as ALL.
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Affiliation(s)
- Khalil Ben Hassine
- Cansearch Research Platform for Pediatric Oncology and Hematology, Department of Pediatrics, Gynecology and Obstetrics, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Madeleine Powys
- Blood Transplant and Cell Therapies, Children's Hospital at Westmead, Sydney, NSW, Australia
| | - Peter Svec
- Department of Pediatric Hematology and Oncology, Comenius University, Bratislava, Slovakia.,Bone Marrow Transplantation Unit, National Institute of Children's Diseases, Bratislava, Slovakia
| | - Miroslava Pozdechova
- Department of Pediatric Hematology and Oncology, Comenius University, Bratislava, Slovakia.,Bone Marrow Transplantation Unit, National Institute of Children's Diseases, Bratislava, Slovakia
| | | | - Marc Ansari
- Cansearch Research Platform for Pediatric Oncology and Hematology, Department of Pediatrics, Gynecology and Obstetrics, Faculty of Medicine, University of Geneva, Geneva, Switzerland.,Division of Pediatric Oncology and Hematology, Department of Women, Child and Adolescent, University Geneva Hospitals, Geneva, Switzerland
| | - Peter J Shaw
- Blood Transplant and Cell Therapies, Children's Hospital at Westmead, Sydney, NSW, Australia.,Speciality of Child and Adolescent Health, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
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11
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Marsit H, Philippe M, Neely M, Rushing T, Bertrand Y, Ducher M, Leclerc V, Guitton J, Bleyzac N, Goutelle S. Intra-individual Pharmacokinetic Variability of Intravenous Busulfan in Hematopoietic Stem Cell-Transplanted Children. Clin Pharmacokinet 2020; 59:1049-1061. [PMID: 32157629 DOI: 10.1007/s40262-020-00877-z] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
BACKGROUND Busulfan therapeutic drug monitoring (TDM) is necessary to better achieve the target exposure in children before hematopoietic stem cell transplantation (HSCT). However, TDM-based dosing may be challenging if intra-individual pharmacokinetic variability (also denoted inter-occasion variability [IOV]) occurs during therapy. OBJECTIVES The objectives of this study were to describe and quantify busulfan IOV in children, and to investigate its potential determinants. METHODS We performed a new analysis of published data from children who received intravenous busulfan over 4 days before HSCT. We calculated individual pharmacokinetic parameters on each day of therapy using a published population pharmacokinetic model of busulfan and analyzed their changes. Population estimation of IOV was also performed with non-linear mixed effects (NLME) modeling. Potential predictors of significant decrease in busulfan clearance (CL) were assessed by using machine learning approaches. RESULTS IOV could be assessed in 136 children. Between day (D) 1 and D2, most patients (80%) experienced a decrease in busulfan CL, with a median change of - 7.9%. However, both large decreases (minimum, - 48.5%) and increases in CL (maximum, + 44%) were observed. Over D1-D3 of therapy, mean CL significantly decreased (- 15%), with a decrease of ≥ 20% in 22% of patients. Some patients also showed unstable CL from day to day. NLME modeling of IOV provided a coefficient of variation of 10.6% and 13.1% for volume of distribution (Vd) and CL, respectively. Some determinants of significant decreases in busulfan CL were identified, but predictive performance of the models was limited. CONCLUSIONS Significant busulfan intra-individual variability may occur in children who receive a HSCT and is hardly predictable. The main risk is busulfan overexposure. Performing TDM repeatedly over therapy appears to be the best way to accurately estimate busulfan exposure and perform precision dosing.
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Affiliation(s)
- Hanen Marsit
- Univ Lyon, Université Lyon 1, UMR CNRS 5558, Laboratoire de Biométrie et Biologie Evolutive, Villeurbanne, France.,Université de Monastir, Faculté de Pharmacie, Monastir, Tunisia
| | | | - Michael Neely
- Laboratory of Applied Pharmacokinetics and Bioinformatics, Division of Pediatric Infectious Diseases, Children's Hospital Los Angeles and the University of Southern California, Los Angeles, CA, USA
| | - Teresa Rushing
- Pharmacy Department, Children's Hospital Los Angeles and the University of Southern California, Los Angeles, CA, USA
| | - Yves Bertrand
- Institut d'Hématologie et d'Oncologie Pédiatrique, Lyon, France
| | - Michel Ducher
- Service de Pharmacie, Hospices Civils de Lyon, Groupement Hospitalier Nord, Hôpital Pierre Garraud, 136 rue du Commandant Charcot, 69005, Lyon, France.,Univ Lyon, Université Lyon 1, EMR 3738 PK/PD Modeling in Oncology and Hematology, Lyon, France
| | - Vincent Leclerc
- Service de Pharmacie, Hospices Civils de Lyon, Groupement Hospitalier Nord, Hôpital Pierre Garraud, 136 rue du Commandant Charcot, 69005, Lyon, France.,Univ Lyon, Université Lyon 1, EMR 3738 PK/PD Modeling in Oncology and Hematology, Lyon, France
| | - Jérôme Guitton
- Univ Lyon, Université Lyon 1, EMR 3738 PK/PD Modeling in Oncology and Hematology, Lyon, France.,Laboratoire de Pharmacologie et Toxicologie, Hospices Civils de Lyon, Groupement Hospitalier Sud, Lyon, France
| | - Nathalie Bleyzac
- Service de Pharmacie, Hospices Civils de Lyon, Groupement Hospitalier Nord, Hôpital Pierre Garraud, 136 rue du Commandant Charcot, 69005, Lyon, France.,Univ Lyon, Université Lyon 1, EMR 3738 PK/PD Modeling in Oncology and Hematology, Lyon, France
| | - Sylvain Goutelle
- Univ Lyon, Université Lyon 1, UMR CNRS 5558, Laboratoire de Biométrie et Biologie Evolutive, Villeurbanne, France. .,Service de Pharmacie, Hospices Civils de Lyon, Groupement Hospitalier Nord, Hôpital Pierre Garraud, 136 rue du Commandant Charcot, 69005, Lyon, France. .,Univ Lyon, Université Lyon 1, ISPB, Faculté de Pharmacie de Lyon, Lyon, France.
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12
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Population pharmacokinetics of busulfan in Saudi pediatric patients undergoing hematopoietic stem cell transplantation. Int J Clin Pharm 2020; 42:703-712. [PMID: 32140913 DOI: 10.1007/s11096-020-00989-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Accepted: 02/03/2020] [Indexed: 10/24/2022]
Abstract
Background Busulfan is an antineoplastic drug that is used widely as part of a conditioning regimen in pediatric patients undergoing hematopoietic stem cell transplantation. It has a narrow therapeutic index and highly variable pharmacokinetics; therefore therapeutic drug monitoring is recommended to optimize busulfan dosing. Objective To study the population pharmacokinetics of busulfan in Saudi pediatric patients to optimize its dosing. Settings King Abdullah Specialist Children's Hospital in Riyadh, Saudi Arabia. Methods This pharmacokinetic observational study was conducted between January 2016 and December 2018. All pediatric patients receiving IV busulfan and undergoing routine therapeutic drug monitoring were included. Population pharmacokinetics modeling was conducted using Monolix2019R1. Pharmacokinetic data of busulfan in children. Results The study included 59 patients and 513 samples. The mean ± SD age was 6.10 ± 3.17 years, and the dose administered was 0.994 ± 0.15 mg/kg. The mean ± SD Cmax and area under the curve (AUC) were 900.60 ± 402.8 ng/mL and 1031.14 ± 300.75 µM min, respectively. Based on our simulations, the European Medicines Agency recommended dose were adequate for most patient's groups to achieve the conventional target of an AUC0-tau of 900-1350 µM min. For patients in the lower weight group < 9 kg, higher doses were need at 1.2 mg/kg. With regards to the newly proposed target of AUC 78-101 mg h/mL, all of the doses we tested had low probability of achieving it. Conclusions Most of our patients had less than a proportional increase in busulfan concentration suggesting autoinduction. The high interindividual variability and autoinduction make dose adjustments challenging and AUC at steady state difficult to predict from the first dose. One approach to improve dose predictions is to use Bayesian dosing software. Based on our simulations, the European Medicines Agency recommended doses were adequate for most patient groups, except those in the lower (< 9 kg) and higher weight groups (> 34 kg).
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13
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Limited Sampling Strategies Supporting Individualized Dose Adjustment of Intravenous Busulfan in Children and Young Adults. Ther Drug Monit 2019; 42:427-434. [PMID: 31479045 DOI: 10.1097/ftd.0000000000000700] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Therapeutic drug monitoring (TDM) for busulfan supports dose adjustment during conditioning for stem cell transplantation. The authors aimed to develop and validate limited sampling strategies (LSS) of 4-5 samples for a precise estimation of the area under concentration (AUC)-time curve of busulfan, in plasma as an alternative to an intensive sampling strategy (ISS) requiring 9-10 samples. METHODS ISS TDM data from 297 patients (≤18 years of age) were used. AUCLSS was calculated using the trapezoidal rule and multiple linear regression (MLR). Unlike more complex modeling methods, MLR does not require sophisticated software or advanced training of personnel. MLR coefficients were estimated in the development subset containing randomly selected 50% of the records and were then used to calculate the AUCLSS of the remaining records (the validation subset). The agreement between dose adjustment recommendations (DAR) based on ISS and LSS, in the validation subset, was evaluated by a Bland-Altman analysis. A DAR deviating from an ISS-based reference by <15% was deemed acceptable. RESULTS Twelve LSSs were acceptable. Sampling at 0, 120, 180, and 240 minutes after the start of the second infusion (LSS15) yielded the best performance, with DAR deviating from the reference by <10% for 95% of cases; the AUCLSS was determined as follows: AUCLSS = 74.7954 × C(0) + 81.8948 × C(120) + 38.1771 × C(180) + 138.1404 × C(240) + 54.1837. This LSS and LSS13 performed similarly well in an independent external validation. CONCLUSIONS MLR-based estimates of AUCLSS provide DARs that deviate minimally from the reference. LSSs allow the reduction of patient discomfort, a ∼50% reduction of TDM-related workload for nursing staff and blood loss and a ∼25% reduction in laboratory workload. These benefits may encourage wider use of busulfan TDM, supporting safe and efficacious personalized dosing.
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14
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Evaluation of a Test Dose Strategy for Pharmacokinetically-Guided Busulfan Dosing for Hematopoietic Stem Cell Transplantation. Biol Blood Marrow Transplant 2019; 25:391-397. [DOI: 10.1016/j.bbmt.2018.09.017] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2018] [Accepted: 09/10/2018] [Indexed: 11/17/2022]
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15
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Huang J, Li Z, Liang W, Chen B, Hu J, Yang W. Accurate Prediction of Initial Busulfan Exposure Using a Test Dose With 2- and 6-Hour Blood Sampling in Adult Patients Receiving a Twice-Daily Intravenous Busulfan-Based Conditioning Regimen. J Clin Pharmacol 2018; 59:638-645. [PMID: 30512187 DOI: 10.1002/jcph.1354] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Accepted: 11/12/2018] [Indexed: 11/05/2022]
Abstract
This study aimed to predict the area under the curve (AUC) of the initial busulfan dose using a test dose with the sparse sampling scheme in adult patients who underwent hematopoietic cell transplant. A test dose of 0.8 mg/kg busulfan was used 2 days before twice-daily intravenous busulfan-based conditioning regimens were administered. The AUC and the clearance (CL) were calculated for both the test dose and the first dose (AUCT , CLT , AUC1, and CL1 ) by noncompartmental analysis. The sparse sampling schemes of the test dose were developed by Bayesian method based on the population pharmacokinetic model. The optimal sparse sampling schemes were determined by evaluating the mean prediction error, the root mean square error, the absolute mean prediction error, and Bland-Altman plot. The mean AUC1 was 7.20 ± 1.48 mg • h/L, which ranged from 4.70 to 9.46 mg • h/L. The AUC1 was below the therapeutic concentration of 7.38 mg • h/L in 45% (9 of 20) of the patients. The CLT of 3.05 ± 0.56 mL/min/kg was not significantly different with the CL1 of 3.03 ± 0.69 mL/min/kg (P = .901). A sampling scheme at 2 and 6 hours after the test dose was developed to predict the AUCT (mean prediction error of 1.64%, root mean square error of 6.17%, and absolute mean prediction error of 4.94%). Additionally, the Bland-Altman plot showed that the 2-sampling scheme provided an acceptably accurate prediction of the AUC1 . A test dose with a 2-sampling scheme was sufficient to personalize the initial busulfan dosing in hematopoietic cell transplant recipients.
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Affiliation(s)
- Jingjing Huang
- Department of Pharmacy, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Ziwei Li
- Department of Pharmacy, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Wu Liang
- NeoTrident Co. Ltd., Beijing, China
| | - Bing Chen
- Department of Pharmacy, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Jiong Hu
- Department of Blood Marrow Transplantation, Ruijin Hospital Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Wanhua Yang
- Department of Pharmacy, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
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16
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Nava T, Kassir N, Rezgui MA, Uppugunduri CRS, Huezo-Diaz Curtis P, Duval M, Théoret Y, Daudt LE, Litalien C, Ansari M, Krajinovic M, Bittencourt H. Incorporation of GSTA1 genetic variations into a population pharmacokinetic model for IV busulfan in paediatric hematopoietic stem cell transplantation. Br J Clin Pharmacol 2018; 84:1494-1504. [PMID: 29469189 DOI: 10.1111/bcp.13566] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2017] [Revised: 01/12/2018] [Accepted: 02/09/2018] [Indexed: 11/26/2022] Open
Abstract
AIMS The aim of this study is to develop a population pharmacokinetic (PopPK) model for intravenous busulfan in children that incorporates variants of GSTA1, gene coding for the main enzyme in busulfan metabolism. METHODS Busulfan concentration-time data was collected from 112 children and adolescents (median 5.4 years old, range: 0.1-20) who received intravenous busulfan during the conditioning regimen prior to stem cell transplantation. Weight, sex, baseline disease (malignant vs. non-malignant), age, conditioning regimen and GSTA1 diplotypes were evaluated as covariates of pharmacokinetic parameters by using nonlinear mixed effects analysis. The ability to achieve the target AUC24h (3600-6000 μM min-1 ) was assessed by estimating the first dose based on the present PopPK model and by comparing the results with other available models in children. RESULTS A one-compartment model with first-order elimination best described the data. Allometric scaling of weight and a factor of busulfan metabolism maturation were included in the base model. GSTA1 diplotypes were found to be a significant covariate of busulfan clearance, which was 7% faster in rapid metabolizers and 12% slower in poor metabolizers, in comparison with normal ones. Busulfan doses calculated using the parameters of the proposed PopPK model were estimated to achieve the target AUC in 85.2% of the cases (95% CI 78.7-91.7%). CONCLUSION This is the first PopPK for busulfan that successfully incorporated GSTA1 genotype in a paediatric population. Its use may contribute to better prediction of busulfan exposure in children and adolescents since the first dose, by tailoring the dose according to the individual metabolic capacity.
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Affiliation(s)
- Tiago Nava
- Department of Pediatrics, Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, Quebec, Canada.,CANSEARCH Research Laboratory, Department of Pediatrics, Faculty of Medicine, University of Geneva, Geneva, Switzerland.,Department of Pediatrics, Onco-Hematology Unit, University Hospital of Geneva, Geneva, Switzerland.,Post Graduate Program in Child and Adolescent Health, School of Medicine, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Nastya Kassir
- Certara Strategic Consulting, Montreal, Quebec, Canada
| | - Mohamed Aziz Rezgui
- Department of Pediatrics, Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, Quebec, Canada
| | - Chakradhara Rao Satyanarayana Uppugunduri
- CANSEARCH Research Laboratory, Department of Pediatrics, Faculty of Medicine, University of Geneva, Geneva, Switzerland.,Department of Pediatrics, Onco-Hematology Unit, University Hospital of Geneva, Geneva, Switzerland
| | - Patricia Huezo-Diaz Curtis
- CANSEARCH Research Laboratory, Department of Pediatrics, Faculty of Medicine, University of Geneva, Geneva, Switzerland.,Department of Pediatrics, Onco-Hematology Unit, University Hospital of Geneva, Geneva, Switzerland
| | - Michel Duval
- Department of Pediatrics, Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, Quebec, Canada.,Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, Quebec, Canada
| | - Yves Théoret
- Department of Pediatrics, Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, Quebec, Canada.,Clinical Pharmacology Unit, Department of Pediatrics, CHU Sainte-Justine, Montreal, Quebec, Canada.,Department of Pharmacology, Faculty of Medicine, University of Montreal, Montreal, Quebec, Canada
| | - Liane E Daudt
- Post Graduate Program in Child and Adolescent Health, School of Medicine, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Catherine Litalien
- Clinical Pharmacology Unit, Department of Pediatrics, CHU Sainte-Justine, Montreal, Quebec, Canada.,Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, Quebec, Canada
| | - Marc Ansari
- CANSEARCH Research Laboratory, Department of Pediatrics, Faculty of Medicine, University of Geneva, Geneva, Switzerland.,Department of Pediatrics, Onco-Hematology Unit, University Hospital of Geneva, Geneva, Switzerland
| | - Maja Krajinovic
- Department of Pediatrics, Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, Quebec, Canada.,Clinical Pharmacology Unit, Department of Pediatrics, CHU Sainte-Justine, Montreal, Quebec, Canada.,Department of Pharmacology, Faculty of Medicine, University of Montreal, Montreal, Quebec, Canada
| | - Henrique Bittencourt
- Department of Pediatrics, Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, Quebec, Canada.,Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, Quebec, Canada
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17
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Philippe M, Neely M, Bertrand Y, Bleyzac N, Goutelle S. A Nonparametric Method to Optimize Initial Drug Dosing and Attainment of a Target Exposure Interval: Concepts and Application to Busulfan in Pediatrics. Clin Pharmacokinet 2017; 56:435-447. [PMID: 27585476 DOI: 10.1007/s40262-016-0448-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The traditional approach for model-based initial dosing is based on the use of a single vector of typical population parameters for targeting a specific exposure. This approach is theoretically ill-suited for targeting a range of exposure. The objective of this work was to develop a general approach for optimal (OPT) targeting of a drug exposure interval. After methodological purposes, we applied our method to the busulfan case. We used a nonparametric population pharmacokinetic model of intravenous busulfan to estimate the individual pharmacokinetic parameters of 163 bone marrow-transplanted children. Then, an array of 151 doses of busulfan ranging from 0.5 to 2 mg/kg was simulated a priori in each patient. For each dose, 29 possible busulfan plasma concentration profiles, corresponding to the nonparametric prior, each associated with a probability, were obtained. The multiple-model-based, OPT dose was identified as the dose maximizing the a priori probability of achieving the busulfan target area under the concentration-time curve (AUC). Two AUC targets were considered: 900-1500 (conventional) or <1500 µM min-1. Finally, the OPT dose was individually simulated in each patient. We compared the ability of this method to achieve the target exposure interval with that of three other traditional model-based methods and one based on the non-parametric approach. When targeting the busulfan conventional AUC range, the OPT dose provided better attainment than the best of the three other methods after one dose (82.2 vs. 41.7 %, p < 0.005), two doses (79.1 vs. 65.0 %, p < 0.005), and at the end of therapy (80.4 vs. 76.7 %, p < 0.42). The approach provided a balanced distribution between under- (10.4 %) and overexposure (9.2 %), while other approaches showed higher rates of underexposure (≥19 %). When targeting an AUC <1500 µM min, the OPT dose was successful in minimizing overexposure as 0 % of children showed simulated AUC >1500 µM min-1. Our approach has been designed to optimize the targeting of an exposure interval. When applied to busulfan in children, it outperformed the traditional model-based dosing approach, with earlier and better achievement of busulfan target AUC. The approach can be applied for OPT dosing of many drugs, when the target objective is an interval.
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Affiliation(s)
- Michaël Philippe
- Institute of Pediatric Hematology and Oncology, Place Professeur Joseph Renaut, 69008, Lyon, France. .,Laboratoire de Biométrie et Biologie Evolutive, UMR CNRS 5558, Université Lyon 1, Villeurbanne, France.
| | - Michael Neely
- Laboratory of Applied Pharmacokinetics and Bioinformatics, Division of Pediatric Infectious Diseases, University of Southern California Children's Hospital Los Angeles, Los Angeles, CA, USA
| | - Yves Bertrand
- Institute of Pediatric Hematology and Oncology, Place Professeur Joseph Renaut, 69008, Lyon, France
| | - Nathalie Bleyzac
- Institute of Pediatric Hematology and Oncology, Place Professeur Joseph Renaut, 69008, Lyon, France.,Laboratoire de Biométrie et Biologie Evolutive, UMR CNRS 5558, Université Lyon 1, Villeurbanne, France
| | - Sylvain Goutelle
- Laboratoire de Biométrie et Biologie Evolutive, UMR CNRS 5558, Université Lyon 1, Villeurbanne, France.,ISPB-Faculté de Pharmacie de Lyon, Université Lyon 1, Lyon, France.,Service Pharmaceutique, Groupement Hospitalier de Gériatrie, Hospices Civils de Lyon, Lyon, France
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18
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Nava T, Rezgui MA, Uppugunduri CRS, Curtis PHD, Théoret Y, Duval M, Daudt LE, Ansari M, Krajinovic M, Bittencourt H. GSTA1 Genetic Variants and Conditioning Regimen: Missing Key Factors in Dosing Guidelines of Busulfan in Pediatric Hematopoietic Stem Cell Transplantation. Biol Blood Marrow Transplant 2017; 23:1918-1924. [PMID: 28807770 DOI: 10.1016/j.bbmt.2017.07.022] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2017] [Accepted: 07/23/2017] [Indexed: 12/14/2022]
Abstract
Busulfan (Bu) is a key component of conditioning regimens used before hematopoietic stem cell transplantation (SCT) in children. Different predictive methods have been used to calculate the first dose of Bu. To evaluate the necessity of further improvements, we retrospectively analyzed the currently available weight- and age-based guidelines to calculate the first doses in 101 children who underwent allogenic SCT in CHU Sainte-Justine, Montreal, after an intravenous Bu-containing conditioning regimen according to genetic and clinical factors. The measured areas under the curve (AUCs) were within target (900 to 1500 µM/min) in 38.7% of patients after the administration of the first dose calculated based on age and weight, as locally recommended. GSTA1 diplotypes linked to poor Bu metabolism (G3) and fludarabine-containing regimens were the only factors associated with AUC within target (OR, 4.7 [95% CI, 1.1 to 19.8, P = .04]; and OR, 9.9 [95% CI, 1.6 to 61.7, P = .01], respectively). From the 11 methods selected for dose calculation, the percentage of AUCs within the target varied between 16% and 74%. In some models G3 was associated with AUCs within the therapeutic and the toxic range, whereas rapid metabolizers (G1) were correlated with subtherapeutic AUCs when different methods were used. These associations were confirmed by clearance-prediction analysis, in which GSTA1 diplotypes consistently influenced the prediction errors of the methods. These findings suggest that these factors should be considered in Bu dose prediction in addition to the anthropometric data from patients. Furthermore, our data indicated that GSTA1 diplotypes was a factor that should be included in future population pharmacokinetic models, including similar conditioning regiments, to improve the prediction of Bu exposure after its initial dose.
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Affiliation(s)
- Tiago Nava
- Department of Pediatrics, Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, Quebec, Canada; Department of Pediatrics, Faculty of Medicine, CANSEARCH Research Laboratory, Geneva, Switzerland; Department of Pediatrics, Onco-Hematology Unit, Geneva University Hospital, Geneva University, Geneva, Switzerland; Post-Graduate Program in Child and Adolescent Health, School of Medicine, Federal University of Rio Grande do Sul, Porto Alegre, Brazil.
| | - Mohamed A Rezgui
- Department of Pediatrics, Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, Quebec, Canada
| | - Chakradhara R S Uppugunduri
- Department of Pediatrics, Faculty of Medicine, CANSEARCH Research Laboratory, Geneva, Switzerland; Department of Pediatrics, Onco-Hematology Unit, Geneva University Hospital, Geneva University, Geneva, Switzerland
| | - Patricia Huezo-Diaz Curtis
- Department of Pediatrics, Faculty of Medicine, CANSEARCH Research Laboratory, Geneva, Switzerland; Department of Pediatrics, Onco-Hematology Unit, Geneva University Hospital, Geneva University, Geneva, Switzerland
| | - Yves Théoret
- Department of Pediatrics, Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, Quebec, Canada; Department of Pharmacology, Faculty of Medicine, University of Montreal, Montreal, Quebec, Canada; Clinical Pharmacology Unit, Department of Pediatrics, CHU Sainte-Justine, Montreal, Quebec, Canada
| | - Michel Duval
- Department of Pediatrics, Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, Quebec, Canada; Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, Quebec, Canada
| | - Liane E Daudt
- Post-Graduate Program in Child and Adolescent Health, School of Medicine, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Marc Ansari
- Department of Pediatrics, Faculty of Medicine, CANSEARCH Research Laboratory, Geneva, Switzerland; Department of Pediatrics, Onco-Hematology Unit, Geneva University Hospital, Geneva University, Geneva, Switzerland
| | - Maja Krajinovic
- Department of Pediatrics, Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, Quebec, Canada; Department of Pharmacology, Faculty of Medicine, University of Montreal, Montreal, Quebec, Canada; Clinical Pharmacology Unit, Department of Pediatrics, CHU Sainte-Justine, Montreal, Quebec, Canada
| | - Henrique Bittencourt
- Department of Pediatrics, Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, Quebec, Canada; Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, Quebec, Canada
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19
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Lombardi LR, Kanakry CG, Zahurak M, Durakovic N, Bolaños-Meade J, Kasamon YL, Gladstone DE, Matsui W, Borrello I, Huff CA, Swinnen LJ, Brodsky RA, Ambinder RF, Fuchs EJ, Rosner GL, Jones RJ, Luznik L. Therapeutic drug monitoring for either oral or intravenous busulfan when combined with pre- and post-transplantation cyclophosphamide. Leuk Lymphoma 2015; 57:666-75. [PMID: 26292764 DOI: 10.3109/10428194.2015.1071488] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Busulfan (Bu)/cyclophosphamide (Cy) is a standard conditioning platform for allogeneic transplantation. We developed a strategy separating the Cy into two pre/post-transplantation doses (PTCy), providing myeloablative conditioning and single-agent graft-versus-host disease (GVHD) prophylaxis. We investigated the impact of Bu route on treatment-related toxicity for 131 consecutive adult patients. Busulfan was administered in four daily divided doses either orally (n = 72) or intravenously (n = 59) with pharmacokinetics on the first-dose and as necessary on subsequent doses to achieve a target area-under-the-concentration-curve (AUC) of 800-1400 μmol*min/L per dose. BuCy/PTCy with pharmacokinetics is well-tolerated with low treatment-related toxicity. Hepatic veno-occlusive disease incidence was 6% with two fatal events. Bu administration route in the context of BuCy/PTCy did not statistically impact hepatotoxicity, GVHD, relapse, disease-free survival, or overall survival. The BuCy/PTCy platform has a low incidence of treatment-related toxicity, including hepatotoxicity, in hematologic malignancies when using pharmacokinetics for a target AUC of 800-1400 μmol*min/L, irrespective of Bu administration route.
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Affiliation(s)
- Lindsey R Lombardi
- a Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University , Baltimore , MD , USA and
| | - Christopher G Kanakry
- a Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University , Baltimore , MD , USA and
| | - Marianna Zahurak
- b Biostatistics & Bioinformatics, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University , Baltimore , MD , USA
| | - Nadira Durakovic
- a Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University , Baltimore , MD , USA and
| | - Javier Bolaños-Meade
- a Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University , Baltimore , MD , USA and
| | - Yvette L Kasamon
- a Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University , Baltimore , MD , USA and
| | - Douglas E Gladstone
- a Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University , Baltimore , MD , USA and
| | - William Matsui
- a Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University , Baltimore , MD , USA and
| | - Ivan Borrello
- a Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University , Baltimore , MD , USA and
| | - Carol Ann Huff
- a Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University , Baltimore , MD , USA and
| | - Lode J Swinnen
- a Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University , Baltimore , MD , USA and
| | - Robert A Brodsky
- a Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University , Baltimore , MD , USA and
| | - Richard F Ambinder
- a Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University , Baltimore , MD , USA and
| | - Ephraim J Fuchs
- a Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University , Baltimore , MD , USA and
| | - Gary L Rosner
- b Biostatistics & Bioinformatics, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University , Baltimore , MD , USA
| | - Richard J Jones
- a Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University , Baltimore , MD , USA and
| | - Leo Luznik
- a Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University , Baltimore , MD , USA and
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20
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Philippe M, Goutelle S, Guitton J, Fonrose X, Bergeron C, Girard P, Bertrand Y, Bleyzac N. Should busulfan therapeutic range be narrowed in pediatrics? Experience from a large cohort of hematopoietic stem cell transplant children. Bone Marrow Transplant 2015; 51:72-8. [PMID: 26389835 DOI: 10.1038/bmt.2015.218] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2015] [Revised: 08/04/2015] [Accepted: 08/07/2015] [Indexed: 01/03/2023]
Abstract
Busulfan, the corner stone of hematopoietic stem cell transplantation regimens, has a narrow therapeutic window. Therapeutic drug monitoring (TDM)-guided dosing to reach the conventional area under the concentration-time curve (AUC) target range of 900-1500 μmol min/L is associated with better outcomes. We report our experience with busulfan TDM in a large cohort of children. The aims were to investigate the relevance of using a more restricted therapeutic range and investigate the association between busulfan therapeutic range and clinical outcome. This study includes 138 children receiving 16 doses of intravenous busulfan, with the first dose assigned based on weight and doses adjusted to a local AUC target range of 980-1250 μmol min/L. Busulfan TDM combined with model-based dose adjustment was associated with an increased probability of AUC target attainment, for both target range: 90.8% versus 74.8% for the conventional target range and 66.2% versus 43.9% for the local target range (P<0.001). The median follow-up was 56.2 months. Event-free survival was 88.5%, overall survival was 91.5% and veno-occlusive disease occurred in 18.3% of patients. No difference was observed for clinical outcomes depending on the selected target range. Pharmacokinetic monitoring and individualization of busulfan dosage regimen are useful in improving target attainment, but using a restricted target range has no impact on clinical outcomes.
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Affiliation(s)
- M Philippe
- Hematology Department, Institute of Pediatric Hematology and Oncology, and Hospices Civils de Lyon, Lyon, France.,Laboratoire de Biométrie et Biologie Evolutive, UMR CNRS 5558, Université Lyon 1, Villeurbanne, France
| | - S Goutelle
- Laboratoire de Biométrie et Biologie Evolutive, UMR CNRS 5558, Université Lyon 1, Villeurbanne, France.,ISPB - Faculté de Pharmacie de Lyon, Université Lyon 1, Lyon, France.,Service Pharmaceutique, Groupement Hospitalier de Gériatrie, Hospices Civils de Lyon, Lyon, France
| | - J Guitton
- ISPB - Faculté de Pharmacie de Lyon, Université Lyon 1, Lyon, France.,Laboratoire de Ciblage Thérapeutique en Cancérologie, Hospices Civils de Lyon, Centre Hospitalier Lyon Sud, Pierre Bénite, France
| | - X Fonrose
- Laboratoire de Pharmacologie, University Hospital Centre, Grenoble, France
| | - C Bergeron
- Hematology Department, Institute of Pediatric Hematology and Oncology, and Hospices Civils de Lyon, Lyon, France
| | - P Girard
- Clinique de Pédiatrie, Hôpital Couple Enfant, University Hospital Centre, Grenoble, France
| | - Y Bertrand
- Hematology Department, Institute of Pediatric Hematology and Oncology, and Hospices Civils de Lyon, Lyon, France
| | - N Bleyzac
- Hematology Department, Institute of Pediatric Hematology and Oncology, and Hospices Civils de Lyon, Lyon, France.,Laboratoire de Biométrie et Biologie Evolutive, UMR CNRS 5558, Université Lyon 1, Villeurbanne, France
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21
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Patel JN, Papachristos A. Personalizing chemotherapy dosing using pharmacological methods. Cancer Chemother Pharmacol 2015; 76:879-96. [PMID: 26298089 DOI: 10.1007/s00280-015-2849-x] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2015] [Accepted: 08/13/2015] [Indexed: 01/01/2023]
Abstract
PURPOSE Given the toxic nature and narrow therapeutic index of traditional chemotherapeutics, better methods of dose and therapy selection are critical. Pharmacological methods, including pharmacogenomics and pharmacokinetics, offer a practical method to enrich drug exposure, reduce toxicity, and improve quality of life for patients. METHODS PubMed and key abstracts from the American Society of Clinical Oncology (ASCO) and American Association for Cancer Research (AACR) were searched until July 2015 for clinical data relating to pharmacogenomic- and/or pharmacokinetic-guided dosing of anticancer drugs. RESULTS Based on the results returned from a thorough search of the literature and the plausibility of utilizing pharmacogenomic and/or pharmacokinetic methods to personalize chemotherapy dosing, we identified several chemotherapeutic agents with the potential for therapy individualization. We highlight the available data, clinical validity, and utility of using pharmacogenomics to personalize therapy for tamoxifen, 5-fluorouracil, mercaptopurine, and irinotecan, in addition to using pharmacokinetics to personalize dosing for 5-fluorouracil, busulfan, methotrexate, taxanes, and topotecan. CONCLUSION A concerted effort should be made by researchers to further elucidate the role of pharmacological methods in personalizing chemotherapy dosing to optimize the risk-benefit profile. Clinicians should be aware of the clinical validity, utility, and availability of pharmacogenomic- and pharmacokinetic-guided therapies in clinical practice, to ultimately allow optimal dosing for each and every cancer patient.
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Affiliation(s)
- Jai N Patel
- Department of Cancer Pharmacology, Levine Cancer Institute, Carolinas HealthCare System, 1021 Morehead Medical Drive, Charlotte, NC, 28204, USA.
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22
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Zao JH, Schechter T, Liu WJ, Gerges S, Gassas A, Egeler RM, Grunebaum E, Dupuis LL. Performance of Busulfan Dosing Guidelines for Pediatric Hematopoietic Stem Cell Transplant Conditioning. Biol Blood Marrow Transplant 2015; 21:1471-8. [DOI: 10.1016/j.bbmt.2015.05.006] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2015] [Accepted: 05/05/2015] [Indexed: 01/20/2023]
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23
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Copelan EA, Avalos BR, Ahn KW, Zhu X, Gale RP, Grunwald MR, Hamadani M, Hamilton BK, Hale GA, Marks DI, Waller EK, Savani BN, Costa LJ, Ramanathan M, Cahn JY, Khoury HJ, Weisdorf DJ, Inamoto Y, Kamble RT, Schouten HC, Wirk B, Litzow MR, Aljurf MD, van Besien KW, Ustun C, Bolwell BJ, Bredeson CN, Fasan O, Ghosh N, Horowitz MM, Arora M, Szer J, Loren AW, Alyea EP, Cortes J, Maziarz RT, Kalaycio ME, Saber W. Comparison of outcomes of allogeneic transplantation for chronic myeloid leukemia with cyclophosphamide in combination with intravenous busulfan, oral busulfan, or total body irradiation. Biol Blood Marrow Transplant 2014; 21:552-8. [PMID: 25528388 DOI: 10.1016/j.bbmt.2014.12.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2014] [Accepted: 12/10/2014] [Indexed: 12/21/2022]
Abstract
Cyclophosphamide (Cy) in combination with busulfan (Bu) or total body irradiation (TBI) is the most commonly used myeloablative conditioning regimen in patients with chronic myeloid leukemia (CML). We used data from the Center for International Bone Marrow Transplantation Research to compare outcomes in adults who underwent hematopoietic cell transplantation for CML in first chronic phase after myeloablative conditioning with Cy in combination with TBI, oral Bu, or intravenous (i.v.) Bu. Four hundred thirty-eight adults received human leukocyte antigen (HLA)-matched sibling grafts and 235 received well-matched grafts from unrelated donors (URD) from 2000 through 2006. Important differences existed between the groups in distribution of donor relation, exposure to tyrosine kinase inhibitors, and year of transplantation. In multivariate analysis, relapse occurred less frequently among patients receiving i.v. Bu compared with TBI (relative risk [RR], .36; P = .022) or oral Bu (RR, .39; P = .028), but nonrelapse mortality and survival were similar. A significant interaction was detected between donor relation and the main effect in leukemia-free survival (LFS). Among recipients of HLA-identical sibling grafts, but not URD grafts, LFS was better in patients receiving i.v. Bu (RR, .53; P = .025) or oral Bu (RR, .64; P = .017) compared with TBI. In CML in first chronic phase, Cy in combination with i.v. Bu was associated with less relapse than TBI or oral Bu. LFS was better after i.v. or oral Bu compared with TBI.
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Affiliation(s)
- Edward A Copelan
- Levine Cancer Institute, Carolinas Healthcare System, Charlotte, North Carolina.
| | - Belinda R Avalos
- Levine Cancer Institute, Carolinas Healthcare System, Charlotte, North Carolina
| | - Kwang Woo Ahn
- Division of Biostatistics, Institute for Health and Society, Medical College of Wisconsin, Milwaukee, Wisconsin; Department of Medicine, Center for International Blood and Marrow Transplant Research, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Xiaochun Zhu
- Department of Medicine, Center for International Blood and Marrow Transplant Research, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Robert Peter Gale
- Division of Experimental Medicine, Department of Medicine, Hematology Research Centre, Imperial College of London, London, United Kingdom
| | - Michael R Grunwald
- Levine Cancer Institute, Carolinas Healthcare System, Charlotte, North Carolina
| | - Mehdi Hamadani
- Department of Medicine, Center for International Blood and Marrow Transplant Research, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Betty K Hamilton
- Department of Hematology and Oncology, Cleveland Clinic, Cleveland, Ohio
| | - Gregory A Hale
- Department of Hematology/Oncology, All Children's Hospital, St Petersburg, Florida
| | - David I Marks
- University Hospitals Bristol NHS Trust, Bristol, United Kingdom
| | - Edmund K Waller
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, Georgia
| | - Bipin N Savani
- Division of Hematology/Oncology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Luciano J Costa
- Division of Hematology/Oncology, Department of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Muthalagu Ramanathan
- Division of Hematology Oncology, UMass Memorial Medical Center, Worcester, Massachusetts
| | - Jean-Yves Cahn
- Department of Hematology, University Hospital, Grenoble, France
| | - H Jean Khoury
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, Georgia
| | - Daniel J Weisdorf
- Division of Hematology, Oncology and Transplantation, Department of Medicine, University of Minnesota Medical Center, Minneapolis, Minnesota
| | - Yoshihiro Inamoto
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Rammurti T Kamble
- Division of Hematology and Oncology, Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, Texas
| | - Harry C Schouten
- Divison of Hematology, Academische Ziekenhuis Maastricht, Maastricht, Netherlands
| | - Baldeep Wirk
- Department of Internal Medicine, Stony Brook University Medical Center, Stony Brook, New York
| | - Mark R Litzow
- Department of Hematology, Mayo Clinic, Rochester, Minnesota
| | - Mahmoud D Aljurf
- Department of Oncology, King Faisal Specialist Hospital Center & Research, Riyadh, Saudi Arabia
| | - Koen W van Besien
- Department of Medical Oncology, Weill Cornell Medical College, New York, New York
| | - Celalettin Ustun
- Division of Hematology, Oncology and Transplantation, Department of Medicine, University of Minnesota Medical Center, Minneapolis, Minnesota
| | - Brian J Bolwell
- Department of Hematology and Oncology, Cleveland Clinic, Cleveland, Ohio
| | - Christopher N Bredeson
- The Ottawa Hospital Blood & Marrow Transplant Program and the Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Omotayo Fasan
- Levine Cancer Institute, Carolinas Healthcare System, Charlotte, North Carolina
| | - Nilanjan Ghosh
- Levine Cancer Institute, Carolinas Healthcare System, Charlotte, North Carolina
| | - Mary M Horowitz
- Department of Medicine, Center for International Blood and Marrow Transplant Research, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Mukta Arora
- Division of Hematology, Oncology and Transplantation, Department of Medicine, University of Minnesota Medical Center, Minneapolis, Minnesota
| | - Jeffrey Szer
- Department of Clinical Haematology and Bone Marrow Transplantation, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Alison W Loren
- Division of Hematology/Oncology, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Edwin P Alyea
- Center of Hematologic Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Jorge Cortes
- Division of Cancer Medicine, Department of Leukemia, The University of Texas M.D. Anderson Cancer Center, Houston, Texas
| | - Richard T Maziarz
- Center for Hematologic Malignancies, Oregon Health and Science University, Portland, Oregon
| | - Matt E Kalaycio
- Department of Hematology and Oncology, Cleveland Clinic, Cleveland, Ohio
| | - Wael Saber
- Department of Medicine, Center for International Blood and Marrow Transplant Research, Medical College of Wisconsin, Milwaukee, Wisconsin
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