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El-Serafi I, Steele S. Cyclophosphamide Pharmacogenomic Variation in Cancer Treatment and Its Effect on Bioactivation and Pharmacokinetics. Adv Pharmacol Pharm Sci 2024; 2024:4862706. [PMID: 38966316 PMCID: PMC11223907 DOI: 10.1155/2024/4862706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 06/06/2024] [Accepted: 06/11/2024] [Indexed: 07/06/2024] Open
Abstract
Cyclophosphamide (Cy) is a prodrug that is mainly bioactivated by cytochrome P450 (CYP) 2B6 enzyme. Several other enzymes are also involved in its bioactivation and affect its kinetics. Previous studies have shown the effect of the enzymes' genetic polymorphisms on Cy kinetics and its clinical outcome. These results were controversial primarily because of the involvement of several interacting enzymes in the Cy metabolic pathway, which can also be affected by several clinical factors as well as other drug interactions. In this review article, we present the effect of CYP2B6 polymorphisms on Cy kinetics since it is the main bioactivating enzyme, as well as discussing all previously reported enzymes and clinical factors that can alter Cy efficacy. Additionally, we present explanations for key Cy side effects related to the nature and site of its bioactivation. Finally, we discuss the role of busulphan in conditioning regimens in the Cy metabolic pathway as a clinical example of drug-drug interactions involving several enzymes. By the end of this article, our aim is to have provided a comprehensive summary of Cy pharmacogenomics and the effect on its kinetics. The utility of these findings in the development of new strategies for Cy personalized patient dose adjustment will aid in the future optimization of patient specific Cy dosages and ultimately in improving clinical outcomes. In conclusion, CYP2B6 and several other enzyme polymorphisms can alter Cy kinetics and consequently the clinical outcomes. However, the precise quantification of Cy kinetics in any individual patient is complex as it is clearly under multifactorial genetic control. Additionally, other clinical factors such as the patient's age, diagnosis, concomitant medications, and clinical status should also be considered.
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Affiliation(s)
- Ibrahim El-Serafi
- Basic Medical Sciences DepartmentCollege of MedicineAjman University, Ajman, UAE
- Department of Hand Surgery, and Plastic Surgery and BurnsLinköping University Hospital, Linkoöping, Sweden
| | - Sinclair Steele
- Pathological Sciences DepartmentCollege of MedicineAjman University, Ajman, UAE
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Ostrenga AR, Thackray J, McLearan HMH, Mulieri KM, Bisaccia E, Militano O, Dupuis LL, Bernhardt MB. Children's Oncology Group's 2023 blueprint for research: Pharmacy. Pediatr Blood Cancer 2023; 70 Suppl 6:e30581. [PMID: 37460409 PMCID: PMC10529855 DOI: 10.1002/pbc.30581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Accepted: 07/06/2023] [Indexed: 07/22/2023]
Abstract
Children's Oncology Group (COG) pharmacists and pharmacy technicians from more than 200 COG-member institutions comprise the COG Pharmacy Discipline. Discipline members serve an essential role in the design and execution of COG clinical trials. Core activities include study drug management, study drug access, clinical trial operations, protocol harmonization, and direct patient care. Discipline members are also actively involved in continuing education, membership engagement, and research across other COG committees/domains. Future areas of committed growth for the discipline include pharmacogenomics, pharmacokinetics, pharmacoeconomics, pharmaceutics, and implementation science.
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Affiliation(s)
- Andrew R Ostrenga
- Department of Pharmacy, University of Mississippi Medical Center, Children's of Mississippi, Jackson, Mississippi, USA
| | - Jennifer Thackray
- Department of Pharmacy, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ha-Mill H McLearan
- Department of Pharmacy, University of California Davis Medical Center and Children's Hospital, Sacramento, California, USA
| | - Kevin M Mulieri
- Department of Pharmacy, Penn State Children's Hospital, Hershey, Pennsylvania, USA
| | - Elizabeth Bisaccia
- Department of Pharmacy, Advocate Children's Hospital-Park Ridge, Park Ridge, Illinois, USA
| | - Olga Militano
- Study Development Office, Children's Oncology Group, Monrovia, California, USA
| | - L Lee Dupuis
- Department of Pharmacy, The Hospital for Sick Children, Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
| | - M Brooke Bernhardt
- Department of Pediatrics, Section of Hematology/Oncology, Baylor College of Medicine, Texas Children's Cancer and Hematology Center, Houston, Texas, USA
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Mangó K, Fekete F, Kiss ÁF, Erdős R, Fekete JT, Bűdi T, Bruckner E, Garami M, Micsik T, Monostory K. Association between CYP2B6 genetic variability and cyclophosphamide therapy in pediatric patients with neuroblastoma. Sci Rep 2023; 13:11770. [PMID: 37479763 PMCID: PMC10361978 DOI: 10.1038/s41598-023-38983-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 07/18/2023] [Indexed: 07/23/2023] Open
Abstract
Cyclophosphamide, an oxazaphosphorine prodrug is frequently used in treatment of neuroblastoma, which is one of the most prevalent solid organ malignancies in infants and young children. Cytochrome P450 2B6 (CYP2B6) is the major catalyst and CYP2C19 is the minor enzyme in bioactivation and inactivation pathways of cyclophosphamide. CYP-mediated metabolism may contribute to the variable pharmacokinetics of cyclophosphamide and its toxic byproducts leading to insufficient response to the therapy and development of clinically significant side effects. The aim of the study was to reveal the contribution of pharmacogenetic variability in CYP2B6 and CYP2C19 to the treatment efficacy and cyclophosphamide-induced side effects in pediatric neuroblastoma patients under cyclophosphamide therapy (N = 50). Cyclophosphamide-induced hematologic toxicities were pivotal in all patients, whereas only moderate hepatorenal toxicity was developed. The patients' CYP2B6 metabolizer phenotypes were associated with the occurrence of lymphopenia, thrombocytopenia, and monocytopenia as well as of liver injury, but not with kidney or urinary bladder (hemorrhagic cystitis) toxicities. Furthermore, the patients' age (< 1.5 years, P = 0.03) and female gender (P ≤ 0.02), but not CYP2B6 or CYP2C19 metabolizer phenotypes appeared as significant prognostic factors in treatment outcomes. Our results may contribute to a better understanding of the impact of CYP2B6 variability on cyclophosphamide-induced side effects.
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Affiliation(s)
- Katalin Mangó
- Institute of Enzymology, Research Centre for Natural Sciences, Magyar Tudósok 2, 1117, Budapest, Hungary
- Doctoral School of Pharmaceutical Sciences, Semmelweis University, Üllői 26, 1085, Budapest, Hungary
| | - Ferenc Fekete
- Institute of Enzymology, Research Centre for Natural Sciences, Magyar Tudósok 2, 1117, Budapest, Hungary
| | - Ádám Ferenc Kiss
- Institute of Enzymology, Research Centre for Natural Sciences, Magyar Tudósok 2, 1117, Budapest, Hungary
| | - Réka Erdős
- Institute of Enzymology, Research Centre for Natural Sciences, Magyar Tudósok 2, 1117, Budapest, Hungary
| | - János Tibor Fekete
- Institute of Enzymology, Research Centre for Natural Sciences, Magyar Tudósok 2, 1117, Budapest, Hungary
- Department of Bioinformatics, Semmelweis University, Tűzoltó 7-9, 1094, Budapest, Hungary
| | - Tamás Bűdi
- Center of Pediatrics, Semmelweis University, Tűzoltó 7-9, 1094, Budapest, Hungary
| | - Edit Bruckner
- Center of Pediatrics, Semmelweis University, Tűzoltó 7-9, 1094, Budapest, Hungary
| | - Miklós Garami
- Center of Pediatrics, Semmelweis University, Tűzoltó 7-9, 1094, Budapest, Hungary
| | - Tamás Micsik
- Fejér County Saint George University Teaching Hospital, Seregélyesi 3, 8000, Székesfehérvár, Hungary
| | - Katalin Monostory
- Institute of Enzymology, Research Centre for Natural Sciences, Magyar Tudósok 2, 1117, Budapest, Hungary.
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Navarro SL, Zheng Z, Randolph TW, Nakamura R, Sandmaier BM, Hockenbery D, McCune JS. Lipidomics of cyclophosphamide 4-hydroxylation in patients receiving post-transplant cyclophosphamide. Clin Transl Sci 2022; 15:2772-2780. [PMID: 36088654 PMCID: PMC9652445 DOI: 10.1111/cts.13404] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 08/17/2022] [Accepted: 08/25/2022] [Indexed: 01/26/2023] Open
Abstract
Biomarker-guided dosing may improve the efficacy and toxicity of cyclophosphamide (CY); however, clinical studies evaluating their association with the area under the plasma concentration-time curve (AUC) of CY and its metabolites are time- and resource-intensive. Therefore, we sought to identify lipidomic biomarkers associated with the time-varying differences in CY formation clearance to 4-hydroxycyclophosphamide (4HCY), the principal precursor to CY's cytotoxic metabolite. Hematopoietic cell transplant (HCT) patients receiving post-transplant CY (PT-CY) were enrolled, cohort 1 (n = 25) and cohort 2 (n = 26) donating longitudinal blood samples before they started HCT (pre-HCT), before infusion of the donor allograft (pre-graft), before the first dose of PT-CY (pre-CY) and 24 h after the first dose of PT-CY (24-h post-CY) which is also immediately before the second dose of CY. A total of 409 and 387 lipids were quantitated in the two cohorts, respectively. Associations between lipids, individually and at a class level, and the ratio of 4HCY/CY AUC (i.e., 4HCY formation clearance) were evaluated using linear regression with a false discovery rate <0.05. There were no individual lipids that passed control for false discovery at any time point. These results demonstrate the feasibility of lipidomics, but future studies in larger samples with multiple omic tools are warranted to optimize CY dosing in HCT.
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Affiliation(s)
- Sandi L. Navarro
- Division of Public Health SciencesFred Hutchinson Cancer CenterSeattleWashingtonUSA
| | - Zihan Zheng
- Division of Public Health SciencesFred Hutchinson Cancer CenterSeattleWashingtonUSA
| | | | - Ryotaro Nakamura
- Department of Hematologic Malignancies Translational SciencesCity of HopeDuarteCaliforniaUSA,Department of Hematopoietic Cell TransplantationCity of Hope Medical CenterDuarteCaliforniaUSA
| | - Brenda M. Sandmaier
- Clinical Research DivisionFred Hutchinson Cancer CenterSeattleWashingtonUSA,Department of MedicineUniversity of WashingtonSeattleWashingtonUSA
| | - David Hockenbery
- Clinical Research DivisionFred Hutchinson Cancer CenterSeattleWashingtonUSA,Department of MedicineUniversity of WashingtonSeattleWashingtonUSA
| | - Jeannine S. McCune
- Department of Hematologic Malignancies Translational SciencesCity of HopeDuarteCaliforniaUSA,Department of Hematopoietic Cell TransplantationCity of Hope Medical CenterDuarteCaliforniaUSA
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McCune JS, Nakamura R, O'Meally D, Randolph TW, Sandmaier BM, Karolak A, Hockenbery D, Navarro SL. Pharmacometabonomic Association of Cyclophosphamide 4-hydroxylation in Hematopoietic Cell Transplant Recipients. Clin Transl Sci 2022; 15:1215-1224. [PMID: 35106927 PMCID: PMC9099130 DOI: 10.1111/cts.13239] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 01/18/2022] [Accepted: 01/21/2022] [Indexed: 11/26/2022] Open
Abstract
The widely used alkylating agent cyclophosphamide (CY) has substantive interpatient variability in the area under the curve (AUC) of it and its metabolites. Numerous factors may influence the drug‐metabolizing enzymes that metabolize CY to 4‐hydroxycyclophosphamide (4HCY), the principal precursor to CY’s cytotoxic metabolite. We sought to identify endogenous metabolomics compounds (EMCs) associated with 4HCY formation clearance (ratio of 4HCY/CY AUC) using global metabolomics. Patients who undergo hematopoietic cell transplantation receiving post‐transplant CY (PT‐CY) were enrolled, cohort 1 (n = 26) and cohort 2 (n = 25) donating longitudinal blood samples before they started HCT (pre‐HCT), before infusion of the donor allograft (pre‐graft), before the first dose of PT‐CY (pre‐CY), and 24 h after the first dose of PT‐CY (24‐h post‐CY), which is also immediately before the second dose of CY. A total of 512 and 498 EMCs were quantitated in two cohorts, respectively. Both univariate linear regression with false discovery rate (FDR), and pathway enrichment analyses using a global association test were performed. At the pre‐CY time point, no EMCs were associated at FDR less than 0.1. At pre‐HCT, cohort 1 had one EMC (levoglucosan) survive the FDR threshold. At pre‐graft, cohort 1 and cohort 2 had 20 and 13 EMCs, respectively, exhibiting unadjusted p values less than 0.05, with the only EMCs having an FDR less than 0.1 being two unknown EMCs. At 24‐h post‐CY, there were three EMCs, two ketones, and threitol, at FDR less than 0.1 in cohort 2. These results demonstrate the potential of pharmacometabonomics, but future studies in larger samples are needed to optimize CY.
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Affiliation(s)
- Jeannine S McCune
- Department of Hematologic Malignancies Translational Sciences, City of Hope, and Department of Hematopoietic Cell Transplantation, City of Hope Medical Center, Duarte, CA, USA
| | - Ryotaro Nakamura
- Department of Hematologic Malignancies Translational Sciences, City of Hope, and Department of Hematopoietic Cell Transplantation, City of Hope Medical Center, Duarte, CA, USA
| | - Denis O'Meally
- Center for Gene Therapy, Hematologic Malignancies Research Institute, City of Hope, Duarte, CA, USA
| | - Timothy W Randolph
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Brenda M Sandmaier
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Department of Medicine, University of Washington, Seattle, WA, USA
| | - Aleksandra Karolak
- Department of Hematologic Malignancies Translational Sciences, City of Hope, and Department of Hematopoietic Cell Transplantation, City of Hope Medical Center, Duarte, CA, USA.,Department of Computational and Quantitative Medicine, Division of Mathematical Oncology, City of Hope, Duarte, CA, USA
| | - David Hockenbery
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Department of Medicine, University of Washington, Seattle, WA, USA
| | - Sandi L Navarro
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
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