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Foxworthy B, Dai C, Davis EC, Xavier AC, Brackett J, Dickens D, Kahn A, Martinez I, Sharma A, Schwalm C, Foley J, Wilkes J, Bhatia S, Levine JM, Johnston EE, Wolfson JA. COVID-19 infection in children, adolescents, and young adults with Down syndrome and hematologic malignancies. Pediatr Blood Cancer 2024; 71:e31082. [PMID: 38804869 DOI: 10.1002/pbc.31082] [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: 02/08/2024] [Revised: 04/15/2024] [Accepted: 05/05/2024] [Indexed: 05/29/2024]
Abstract
INTRODUCTION Children, adolescents, and young adults (CAYAs) with Down syndrome (DS) and hematologic malignancies are particularly vulnerable to infections and related complications. There are limited data regarding COVID-19 infections in this group. We aimed to understand the clinical course of COVID-19 in this population. METHODS This observational study leverages the de-identified clinical and sociodemographic data captured by the Pediatric Oncology COVID-19 Case Report Registry (POCC) regarding CAYAs with cancer and COVID-19. We evaluated CAYAs (≤21 years at COVID-19 infection) with hematologic malignancies and COVID-19 reported from April 1, 2020 to May 2, 2023, comparing those with and without DS. Using multivariable logistic regression, we examined rates of hospitalization, intensive care unit (ICU) admission, respiratory support, and changes in cancer-directed therapy. RESULTS Among 1408 CAYAs with hematologic malignancies, 55 had DS (CAYA-DS). CAYA-DS had higher rates of hospitalization, ICU admission, and respiratory support (p < .001) than CAYAs without DS. Similarly, multivariable analyses found higher odds of hospitalization (odds ratio [OR] = 2.8, 95% confidence interval [CI]: 1.5-5.1), ICU admission (OR = 4.2, 95% CI: 1.9-9.1), and need for respiratory support (OR = 4.2, 95% CI: 2.0-8.8) among CAYA-DS. Modifications to cancer-directed therapy were more common among CAYA-DS when related to neutropenia (p = .001), but not when unrelated to neutropenia (p = .88); CAYA-DS did not have higher odds of changes to cancer-directed therapy (OR = 1.20, 95% CI: 0.7-2.1). CONCLUSIONS We identify CAYA-DS with hematologic malignancies as a vulnerable subpopulation at greater risk for severe COVID-19 infection. This can inform conversations with patients and families regarding therapeutic and preventive measures, as well as the risks and benefits of modifying chemotherapy in the setting of COVID-19.
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Affiliation(s)
- Blake Foxworthy
- Pediatric Hematology-Oncology, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Chen Dai
- Pediatric Hematology-Oncology, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | | | - Ana C Xavier
- Pediatric Hematology-Oncology, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Julienne Brackett
- Pediatric Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
| | - David Dickens
- Pediatric Hematology-Oncology, Department of Pediatrics, University of Iowa, Iowa City, Iowa, USA
| | - Alissa Kahn
- Pediatric Hematology-Oncology, Department of Pediatrics, Saint Joseph's University Medical Center, Paterson, New Jersey, USA
| | - Isaac Martinez
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Archana Sharma
- Pediatric Hematology-Oncology, Department of Pediatrics, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA
| | - Carla Schwalm
- Pediatric Hematology-Oncology, Bronson Methodist Hospital, Kalamazoo, Michigan, USA
| | - Jessica Foley
- Pediatric Hematology-Oncology, Helen DeVos Children's Hospital, Grand Rapids, Michigan, USA
| | - Jennifer Wilkes
- Department of Pediatrics, Division of Cancer and Blood Disorders, University of Washington, Seattle, Washington, USA
| | - Smita Bhatia
- Pediatric Hematology-Oncology, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama, USA
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Jennifer M Levine
- Center for Cancer and Blood Disorders, Children's National Hospital, Washington, District of Columbia, USA
| | - Emily E Johnston
- Pediatric Hematology-Oncology, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama, USA
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Julie A Wolfson
- Pediatric Hematology-Oncology, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama, USA
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, Alabama, USA
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Pannico M, Musto P. A stable and sensitive 2D SERS sensor for bioanalytical applications. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2024; 311:123983. [PMID: 38330760 DOI: 10.1016/j.saa.2024.123983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 01/23/2024] [Accepted: 01/29/2024] [Indexed: 02/10/2024]
Abstract
In this study, we describe a 2D-SERS sensor obtained by deposition of spherical gold nanoparticles (AuNPs) onto a suitably functionalized metal surface. Morphological analysis of the SERS surface by SEM and AFM demonstrated a uniform and stable distribution of the active nanoparticles. Following p-mercaptoaniline (pMA) functionalization, the sensor was characterized by co-localized Raman measurements, demonstrating a significant enhancement in Raman signals with homogeneous SERS activity across the entire sampled area. The as-prepared SERS sensor was demonstrated to be suitable for Therapeutic Drug Monitoring (TDM) of 6-mercaptopurine (6-MP), exhibiting a linear correlation between analyte concentration and SERS intensity in the range 5 - 20 μM. This work highlights the potential of 2D-SERS sensors for hypersensitive and accurate analytical measurements, particularly in the biomedical field.
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Affiliation(s)
- Marianna Pannico
- National Research Council of Italy, Institute for Polymers, Composites and Biomaterials, 80078 Pozzuoli (NA), Italy.
| | - Pellegrino Musto
- National Research Council of Italy, Institute for Polymers, Composites and Biomaterials, 80078 Pozzuoli (NA), Italy.
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Dong N, Ma HX, Liu XQ, Li D, Liu LH, Shi Q, Ju XL. Histidine re-sensitizes pediatric acute lymphoblastic leukemia to 6-mercaptopurine through tetrahydrofolate consumption and SIRT5-mediated desuccinylation. Cell Death Dis 2024; 15:216. [PMID: 38485947 PMCID: PMC10940622 DOI: 10.1038/s41419-024-06599-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 03/05/2024] [Accepted: 03/07/2024] [Indexed: 03/18/2024]
Abstract
Despite progressive improvements in the survival rate of pediatric B-cell lineage acute lymphoblastic leukemia (B-ALL), chemoresistance-induced disease progression and recurrence still occur with poor prognosis, thus highlighting the urgent need to eradicate drug resistance in B-ALL. The 6-mercaptopurine (6-MP) is the backbone of ALL combination chemotherapy, and resistance to it is crucially related to relapse. The present study couples chemoresistance in pediatric B-ALL with histidine metabolism deficiency. Evidence was provided that histidine supplementation significantly shifts the 6-MP dose-response in 6-MP-resistant B-ALL. It is revealed that increased tetrahydrofolate consumption via histidine catabolism partially explains the re-sensitization ability of histidine. More importantly, this work provides fresh insights into that desuccinylation mediated by SIRT5 is an indispensable and synergistic requirement for histidine combination therapy against 6-MP resistance, which is undisclosed previously and demonstrates a rational strategy to ameliorate chemoresistance and protect pediatric patients with B-ALL from disease progression or relapse.
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Affiliation(s)
- Na Dong
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, 250012, Shandong Province, China
| | - Hui-Xian Ma
- Cryomedicine Laboratory, Qilu Hospital of Shandong University, Jinan, 250012, Shandong Province, China
| | - Xue-Qin Liu
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, 250012, Shandong Province, China
| | - Dong Li
- Cryomedicine Laboratory, Qilu Hospital of Shandong University, Jinan, 250012, Shandong Province, China
| | - Ling-Hong Liu
- Cryomedicine Laboratory, Qilu Hospital of Shandong University, Jinan, 250012, Shandong Province, China
| | - Qing Shi
- Cryomedicine Laboratory, Qilu Hospital of Shandong University, Jinan, 250012, Shandong Province, China
| | - Xiu-Li Ju
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, 250012, Shandong Province, China.
- Cryomedicine Laboratory, Qilu Hospital of Shandong University, Jinan, 250012, Shandong Province, China.
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Franca R, Stocco G, Kiren V, Tessitore A, Fagioli F, Quarello P, Bertorello N, Rizzari C, Colombini A, Bettini LR, Locatelli F, Vinti L, Girardi K, Silvestri D, Valsecchi MG, Decorti G, Rabusin M. Impact of Mercaptopurine Metabolites on Disease Outcome in the AIEOP-BFM ALL 2009 Protocol for Acute Lymphoblastic Leukemia. Clin Pharmacol Ther 2023; 114:1082-1092. [PMID: 37550838 DOI: 10.1002/cpt.3022] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 08/01/2023] [Indexed: 08/09/2023]
Abstract
In the maintenance phase of Associazione Italiana di Ematologia e Oncologia Pediatrica (AIEOP)- Berlin-Frankfurt-Muenster (BFM) acute lymphoblastic leukemia (ALL) 2009 protocol, mercaptopurine (MP) is given at the planned dose of 50 mg/m2 /day; however, dose adjustments are routinely performed to target patients' white blood cells to the optimal range of 2,000-3,000 cells/μL. Pediatric patients with ALL (n = 290, age: median (1st-3rd quartile): 4.8 (3.0-8.1) years; boys: 56.9%) were enrolled mainly in 4 medium-large Italian pediatric hospitals; 14.1% of patients relapsed after a median (1st-3rd quartile) follow-up time of 4.43 (3.82-5.46) years from maintenance beginning. MP metabolites (thionucleotide (TGN) and methyl-derivatives (MMPN)) were measured in the erythrocytes of 387 blood samples of 200 patients by high performance liquid chromatography with ultraviolet detection. Single-nucleotide polymorphisms (SNPs; (rs1800462, rs1800460, and rs1142345 in TPMT gene, rs116855232 in NUDT15, rs1127354, rs7270101, rs6051702 in ITPA, and rs2413739 in PACSIN2) were characterized by Taqman SNP genotyping assays. Cox proportional hazard models did not show an impact of TGN levels and variability on relapse. In contrast, after multivariate analysis, relapse hazard ratio (HR) increased in children with ALL of the intermediate risk arm compared with those in standard risk arm (3.44, 95% confidence interval (CI), 1.31-9.05, P = 0.012), and in carriers of the PACSIN2 rs2413739 T allele compared with those with the CC genotype (heterozygotes CT: HR, 2.32, 95% CI, 0.90-5.97, P = 0.081; and homozygous TT: HR, 4.14, 95% CI, 1.54-11.11, P = 0.005). Future studies are needed to confirm the lack of impact of TGN levels and variability on relapse in the AIEOP-BFM ALL trials, and to clarify the mechanism of PACSIN2 rs2413739 on outcome.
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Affiliation(s)
- Raffaella Franca
- Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy
| | - Gabriele Stocco
- Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy
- Institute for Maternal and Child Health - IRCCS Burlo Garofolo, Trieste, Italy
| | - Valentina Kiren
- Institute for Maternal and Child Health - IRCCS Burlo Garofolo, Trieste, Italy
| | - Antimo Tessitore
- Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy
| | - Franca Fagioli
- Paediatric Onco-Haematology Department, Regina Margherita Children's Hospital, Turin, Italy
- Department of Public Health and Pediatrics, University of Turin, Turin, Italy
| | - Paola Quarello
- Paediatric Onco-Haematology Department, Regina Margherita Children's Hospital, Turin, Italy
- Department of Public Health and Pediatrics, University of Turin, Turin, Italy
| | - Nicoletta Bertorello
- Paediatric Onco-Haematology Department, Regina Margherita Children's Hospital, Turin, Italy
| | - Carmelo Rizzari
- University of Milano-Bicocca, Milan, Italy
- Pediatric Hematology Oncology Unit, MBBM Foundation, ASST Monza, Monza, Italy
| | - Antonella Colombini
- Pediatric Hematology Oncology Unit, MBBM Foundation, ASST Monza, Monza, Italy
| | - Laura Rachele Bettini
- University of Milano-Bicocca, Milan, Italy
- Pediatric Hematology Oncology Unit, MBBM Foundation, ASST Monza, Monza, Italy
| | - Franco Locatelli
- Pediatric Hematology and Oncology, IRCCS Ospedale Pediatrico Bambin Gesù, Rome, Italy
| | - Luciana Vinti
- Pediatric Hematology and Oncology, IRCCS Ospedale Pediatrico Bambin Gesù, Rome, Italy
| | - Katia Girardi
- Pediatric Hematology and Oncology, IRCCS Ospedale Pediatrico Bambin Gesù, Rome, Italy
| | - Daniela Silvestri
- Pediatric Hematology Oncology Unit, MBBM Foundation, ASST Monza, Monza, Italy
| | - Maria Grazia Valsecchi
- Bicocca Centre of Bioinformatics, Biostatistics and Bioimaging, School of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | - Giuliana Decorti
- Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy
- Institute for Maternal and Child Health - IRCCS Burlo Garofolo, Trieste, Italy
| | - Marco Rabusin
- Institute for Maternal and Child Health - IRCCS Burlo Garofolo, Trieste, Italy
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Jin S, Xu J, Zou Y, Li X, Yu B, Han J, Wang X, Zhao L. Microbiome changes involves in mercaptopurine mediated anti-inflammatory response in acute lymphoblastic leukemia mice. Int Immunopharmacol 2023; 123:110782. [PMID: 37573688 DOI: 10.1016/j.intimp.2023.110782] [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: 06/23/2023] [Revised: 07/20/2023] [Accepted: 08/07/2023] [Indexed: 08/15/2023]
Abstract
BACKGROUND Inflammasome has been reported to play an important role in the pathogenesis and progression of hematologic malignancies. As one of the backbone drugs for treating acute lymphoblastic leukemia (ALL), the anti-inflammatory effect of mercaptopurine (6-MP) and the impact of gut microbiome changes caused by 6-MP on anti-inflammasome remain unclear. OBJECTIVE We aimed to explore the association between 6-MP therapeutic effects and microbiome-involved inflammatory responses in ALL mice models. STUDY DESIGN ALL murine model was built by i.v. injecting murine L1210 cells into DBA/2 mice (model group). Two weeks after cell injections, 6-MP was orally administrated for 14 days (6-MP group). Fecal samples of mice were collected at different time points. Cecum short-chain fatty acids (SCFAs) concentrations were determined by LC-MS/MS method. Serum cytokines were measured using a cytometric bead array. Gut microbiota composition in mice was explored using 16S rRNA gene sequencing. RESULTS The anti-tumor effect of 6-MP was proved in ALL mice models. The levels of pro-inflammatory factors IL-6 and TNFα significantly decreased after the administration of 6-MP. Cecum contents' acetate, propionate, and butyrate levels were negatively correlated with IL-6 (correlation coefficient: acetate, -0.24; propionate, -0.26; butyrate, -0.17) and TNFα (correlation coefficient: acetate, -0.45; propionate, -0.42; butyrate, -0.31) changes. Relative abundance changes of f_Lachnospiraceae.g_ASF356 and f_Peptococcaceae.g_uncultured were in accordance with the changes of butyrate levels and opposite to the changes of pro-inflammatory levels. CONCLUSION The anti-inflammatory response of 6-MP influenced by intestinal microbiota and its metabolites SCFAs, especially butyrate, played an essential role in improving ALL progression.
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Affiliation(s)
- Siyao Jin
- Department of Pharmacy, Beijing Children's Hospital, Capital Medical University, Beijing 100045, China
| | - Jiamin Xu
- Department of Pharmacy, Beijing Children's Hospital, Capital Medical University, Beijing 100045, China
| | - Yaru Zou
- Department of Pharmacy, Beijing Children's Hospital, Capital Medical University, Beijing 100045, China; Department of Pharmacy, Children's Hospital of Soochow University, Suzhou, Jiangsu, 215025, China
| | - Xiaona Li
- Department of Pharmacy, Peking University Third Hospital, Beijing 100191, China
| | - Boran Yu
- Department of Pharmacy, Beijing Children's Hospital, Capital Medical University, Beijing 100045, China
| | - Jiaqi Han
- Department of Pharmacy, Beijing Children's Hospital, Capital Medical University, Beijing 100045, China
| | - Xiaoling Wang
- Department of Pharmacy, Beijing Children's Hospital, Capital Medical University, Beijing 100045, China
| | - Libo Zhao
- Department of Pharmacy, Beijing Children's Hospital, Capital Medical University, Beijing 100045, China; Department of Pharmacy, Peking University Third Hospital, Beijing 100191, China.
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Ali AM, Adam H, Hailu D, Coenen MJH, Howe R, Abula T. Incidence and determinants of hematotoxicity in acute lymphoblastic leukemia children who received 6-mercaptopurine based maintenance therapy in Addis Ababa, Ethiopia. PLoS One 2023; 18:e0286544. [PMID: 37267380 DOI: 10.1371/journal.pone.0286544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Accepted: 05/18/2023] [Indexed: 06/04/2023] Open
Abstract
INTRODUCTION The maintenance phase of acute lymphoblastic leukemia treatment is the final and longest stage of treatment, mainly focused on antimetabolite therapy. This phase is essential to eliminate residual leukemic clones and prevent relapse. However, dose-limiting hematotoxicity is a major problem during this phase resulting in dose reduction or treatment discontinuation. OBJECTIVE In this cohort study, the clinical features and risk factors of hematological toxicity during the maintenance phase of treatment were analyzed in pediatric patients from Ethiopia. METHODS A total of 160 patients from Tikur Anbessa specialized hospital were included in the study of which 142 had sufficient data available for analysis. Patient characteristics as well as information about the care-givers, sides-effects as reported by the care-givers and clinical factors were collected. Bivariable followed by multivariable analysis was performed to investigate which factors were associated with hematological toxicity during the maintenance phase. RESULTS During the first six months of maintenance phase treatment grade 4 neutropenia was detected in 52.8% of the patients. The risk of developing grade 4 neutropenia was increased by about two fold in children with the age of 6 years and less compared to those with the age of more than 6 years. Similarly, the rate of developing grade 4 neutropenia among children with less than 4,500 maintenance day 1 white blood cell counts was significantly higher than that of children with normal maintenance day 1 white blood cell counts (AHR 2.477, 95% CI = 1.461-4.200, p = 0.001). CONCLUSION In conclusion, child's age and day 1 maintenance white blood cell/absolute neutrophil counts significantly affected the occurrence of grade 4 hematotoxicity. Close monitoring for white blood cell and absolute neutrophil counts during maintenance phase treatment is recommended for early diagnosis of hematotoxicity.
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Affiliation(s)
- Awol Mekonnen Ali
- Department of Pharmacology and Clinical Pharmacy, School of Pharmacy, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Haileyesus Adam
- Department of Pediatrics and Child Health, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Daniel Hailu
- Department of Pediatrics and Child Health, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Marieke J H Coenen
- Department of Human Genetics, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Rawleigh Howe
- Armauer Hansen Research Institute, Addis Ababa, Ethiopia
| | - Teferra Abula
- Department of Pharmacology and Clinical Pharmacy, School of Pharmacy, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
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Ali AM, Adam H, Hailu D, Engidawork E, Howe R, Abula T, Coenen MJH. Genetic variants of genes involved in thiopurine metabolism pathway are associated with 6-mercaptopurine toxicity in pediatric acute lymphoblastic leukemia patients from Ethiopia. Front Pharmacol 2023; 14:1159307. [PMID: 37251339 PMCID: PMC10214954 DOI: 10.3389/fphar.2023.1159307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Accepted: 04/12/2023] [Indexed: 05/31/2023] Open
Abstract
Introduction: Genetic variation in the thiopurine S-methyltransferase (TPMT) gene by and large predicts variability in 6-mercaptopurine (6-MP) related toxicities. However, some individuals without genetic variants in TPMT still develop toxicity that necessitates 6-MP dose reduction or interruption. Genetic variants of other genes in the thiopurine pathway have been linked to 6-MP related toxicities previously. Objective: The aim of this study was to evaluate the effect of genetic variants in ITPA, TPMT, NUDT15, XDH, and ABCB1 on 6-MP related toxicities in patients with acute lymphoblastic leukemia (ALL) from Ethiopia. Methods: Genotyping of ITPA, and XDH was performed using KASP genotyping assay, while that of TPMT, NUDT15, and ABCB1 with TaqMan® SNP genotyping assays. Clinical profile of the patients was collected for the first 6 months of the maintenance phase treatment. The primary outcome was the incidence of grade 4 neutropenia. Bivariable followed by multivariable cox regression analysis was performed to identify genetic variants associated with the development of grade 4 neutropenia within the first 6 months of maintenance treatment. Results: In this study, genetic variants in XDH and ITPA were associated with 6-MP related grade 4 neutropenia and neutropenic fever, respectively. Multivariable analysis revealed that patients who are homozygous (CC) for XDH rs2281547 were 2.956 times (AHR 2.956, 95% CI = 1.494-5.849, p = 0.002) more likely to develop grade 4 neutropenia than those with the TT genotype. Conclusion: In conclusion, in this cohort, XDH rs2281547 was identified as a genetic risk factor for grade 4 hematologic toxicities in ALL patients treated with 6-MP. Genetic polymorphisms in enzymes other than TPMT involved in the 6-mercaptopurine pathway should be considered during its use to avoid hematological toxicity.
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Affiliation(s)
- Awol Mekonnen Ali
- Department of Pharmacology and Clinical Pharmacy, School of Pharmacy, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Haileyesus Adam
- Department of Pediatrics and Child Health, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Daniel Hailu
- Department of Pediatrics and Child Health, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Ephrem Engidawork
- Department of Pharmacology and Clinical Pharmacy, School of Pharmacy, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Rawleigh Howe
- Armauer Hansen Research Institute, Addis Ababa, Ethiopia
| | - Teferra Abula
- Department of Pharmacology and Clinical Pharmacy, School of Pharmacy, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Marieke J. H. Coenen
- Department of Human Genetics, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
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Teng JY, Yang DP, Tang C, Fang HS, Sun HY, Xiang YN, Li XM, Yang F, Xia RX, Fan F, Liu J, Yu J, Hu JC, Li BS, Li H, Meng FL, Duan CW, Zhou BBS. Targeting DNA polymerase β elicits synthetic lethality with mismatch repair deficiency in acute lymphoblastic leukemia. Leukemia 2023:10.1038/s41375-023-01902-3. [PMID: 37095208 DOI: 10.1038/s41375-023-01902-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 03/26/2023] [Accepted: 04/12/2023] [Indexed: 04/26/2023]
Abstract
Mismatch repair (MMR) deficiency has been linked to thiopurine resistance and hypermutation in relapsed acute lymphoblastic leukemia (ALL). However, the repair mechanism of thiopurine-induced DNA damage in the absence of MMR remains unclear. Here, we provide evidence that DNA polymerase β (POLB) of base excision repair (BER) pathway plays a critical role in the survival and thiopurine resistance of MMR-deficient ALL cells. In these aggressive resistant ALL cells, POLB depletion and its inhibitor oleanolic acid (OA) treatment result in synthetic lethality with MMR deficiency through increased cellular apurinic/apyrimidinic (AP) sites, DNA strand breaks and apoptosis. POLB depletion increases thiopurine sensitivities of resistant cells, and OA synergizes with thiopurine to kill these cells in ALL cell lines, patient-derived xenograft (PDX) cells and xenograft mouse models. Our findings suggest BER and POLB's roles in the process of repairing thiopurine-induced DNA damage in MMR-deficient ALL cells, and implicate their potentials as therapeutic targets against aggressive ALL progression.
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Affiliation(s)
- Ji-Yuan Teng
- Key Laboratory of Pediatric Hematology and Oncology Ministry of Health, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Ding-Peng Yang
- Key Laboratory of Pediatric Hematology and Oncology Ministry of Health, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
| | - Chao Tang
- Key Laboratory of Pediatric Hematology and Oncology Ministry of Health, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Hou-Shun Fang
- Key Laboratory of Pediatric Hematology and Oncology Ministry of Health, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Hui-Ying Sun
- Key Laboratory of Pediatric Hematology and Oncology Ministry of Health, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yue-Ning Xiang
- Shanghai Key Laboratory of Medical Epigenetics, International Co-laboratory of Medical Epigenetics and Metabolism, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Xiao-Meng Li
- Key Laboratory of Pediatric Hematology and Oncology Ministry of Health, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Fan Yang
- Key Laboratory of Pediatric Hematology and Oncology Ministry of Health, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Rui-Xue Xia
- Key Laboratory of Pediatric Hematology and Oncology Ministry of Health, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Fu Fan
- Key Laboratory of Pediatric Hematology and Oncology Ministry of Health, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jingjing Liu
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Jiyang Yu
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Jin-Chuan Hu
- Shanghai Key Laboratory of Medical Epigenetics, International Co-laboratory of Medical Epigenetics and Metabolism, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Ben-Shang Li
- Key Laboratory of Pediatric Hematology and Oncology Ministry of Health, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Hui Li
- Key Laboratory of Pediatric Hematology and Oncology Ministry of Health, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Fei-Long Meng
- State Key Laboratory of Molecular Biology, Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, Shanghai, China
| | - Cai-Wen Duan
- Key Laboratory of Pediatric Hematology and Oncology Ministry of Health, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
| | - Bin-Bing S Zhou
- Key Laboratory of Pediatric Hematology and Oncology Ministry of Health, Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
- Department of Pharmacology and Chemical Biology, School of Basic Medicine and Collaborative Innovation Center for Translational Medicine, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
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9
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Reglero C, Dieck CL, Zask A, Forouhar F, Laurent AP, Lin WHW, Albero R, Miller HI, Ma C, Gastier-Foster JM, Loh ML, Tong L, Stockwell BR, Palomero T, Ferrando AA. Pharmacologic Inhibition of NT5C2 Reverses Genetic and Nongenetic Drivers of 6-MP Resistance in Acute Lymphoblastic Leukemia. Cancer Discov 2022; 12:2646-2665. [PMID: 35984649 PMCID: PMC9633388 DOI: 10.1158/2159-8290.cd-22-0010] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 07/09/2022] [Accepted: 08/17/2022] [Indexed: 01/12/2023]
Abstract
Low-intensity maintenance therapy with 6-mercaptopurine (6-MP) limits the occurrence of acute lymphoblastic leukemia (ALL) relapse and is central to the success of multiagent chemotherapy protocols. Activating mutations in the 5'-nucleotidase cytosolic II (NT5C2) gene drive resistance to 6-MP in over 35% of early relapse ALL cases. Here we identify CRCD2 as a first-in-class small-molecule NT5C2 nucleotidase inhibitor broadly active against leukemias bearing highly prevalent relapse-associated mutant forms of NT5C2 in vitro and in vivo. Importantly, CRCD2 treatment also enhanced the cytotoxic activity of 6-MP in NT5C2 wild-type leukemias, leading to the identification of NT5C2 Ser502 phosphorylation as a novel NT5C2-mediated mechanism of 6-MP resistance in this disease. These results uncover an unanticipated role of nongenetic NT5C2 activation as a driver of 6-MP resistance in ALL and demonstrate the potential of NT5C2 inhibitor therapy for enhancing the efficacy of thiopurine maintenance therapy and overcoming resistance at relapse. SIGNIFICANCE Relapse-associated NT5C2 mutations directly contribute to relapse in ALL by driving resistance to chemotherapy with 6-MP. Pharmacologic inhibition of NT5C2 with CRCD2, a first-in-class nucleotidase inhibitor, enhances the cytotoxic effects of 6-MP and effectively reverses thiopurine resistance mediated by genetic and nongenetic mechanisms of NT5C2 activation in ALL. This article is highlighted in the In This Issue feature, p. 2483.
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Affiliation(s)
- Clara Reglero
- Institute for Cancer Genetics, Columbia University, New York, NY, 10032, USA
- These authors contributed equally: Clara Reglero, Chelsea L. Dieck
| | - Chelsea L. Dieck
- Institute for Cancer Genetics, Columbia University, New York, NY, 10032, USA
- These authors contributed equally: Clara Reglero, Chelsea L. Dieck
| | - Arie Zask
- Department of Biological Sciences and Department of Chemistry, Columbia University, New York, NY, 10027, USA
| | - Farhad Forouhar
- Proteomics and Macromolecular Crystallography Shared Resource, Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, USA
| | - Anouchka P. Laurent
- Institute for Cancer Genetics, Columbia University, New York, NY, 10032, USA
| | - Wen-Hsuan W. Lin
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY, 10032, USA
| | - Robert Albero
- Institute for Cancer Genetics, Columbia University, New York, NY, 10032, USA
| | - Hannah I. Miller
- Institute for Cancer Genetics, Columbia University, New York, NY, 10032, USA
| | - Cindy Ma
- Institute for Cancer Genetics, Columbia University, New York, NY, 10032, USA
| | - Julie M Gastier-Foster
- Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
- Children’s Oncology Group, Arcadia, CA, USA
| | - Mignon L Loh
- Division of Hematology, Oncology, Bone Marrow Transplant, and Cellular Therapies, Seattle Children’s Hospital, University of Washington, Seattle, WA
| | - Liang Tong
- Department of Biological Sciences, Northeast Structural Genomics Consortium, Columbia University, 1212 Amsterdam Avenue, 701 Fairchild Center, New York, NY 10027, USA
| | - Brent R. Stockwell
- Department of Biological Sciences and Department of Chemistry, Columbia University, New York, NY, 10027, USA
| | - Teresa Palomero
- Institute for Cancer Genetics, Columbia University, New York, NY, 10032, USA
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY, 10032, USA
| | - Adolfo A. Ferrando
- Institute for Cancer Genetics, Columbia University, New York, NY, 10032, USA
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY, 10032, USA
- Department of Pediatrics, Columbia University Medical Center, New York, NY, 10032, USA
- Department of Systems Biology, Columbia University, New York, NY, 10032, USA
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10
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Huang S, Bian Y, Huang C, Miao L. Is Monitoring of the Intracellular Active Metabolite Levels of Nucleobase and Nucleoside Analogs Ready for Precision Medicine Applications? Eur J Drug Metab Pharmacokinet 2022; 47:761-775. [PMID: 35915365 DOI: 10.1007/s13318-022-00786-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/27/2022] [Indexed: 12/13/2022]
Abstract
Nucleobase and nucleoside analogs (NAs) play important roles in cancer therapy. Although there are obvious individual differences in NA treatments, most NAs lack direct relationships between their plasma concentration and efficacy or adverse effects. Accumulating evidence suggests that the intracellular active metabolite levels of NAs predict patient outcomes. This article reviewed the relationships between NA intracellular active metabolite levels and their efficacy or adverse effects. The factors affecting the formation of intracellular active metabolites and combination regimens that elevate intracellular active metabolite levels were also reviewed. Given the mechanism of NA cytotoxicity, NA intracellular active metabolite levels may be predictive of clinical outcomes. Many clinical studies support this hypothesis. Therefore, the monitoring of intracellular active metabolite levels is beneficial for individualized NA treatment. However, to perform clinical monitoring in practice, well-designed studies are needed to explore the optimal threshold or range and the appropriate regimen adjustment strategies based on these parameters.
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Affiliation(s)
- Shenjia Huang
- Department of Clinical Pharmacy, College of Pharmaceutical Science, Soochow University, Suzhou, China
- Institute for Interdisciplinary Drug Research and Translational Sciences, Soochow University, Suzhou, China
| | - Yicong Bian
- Department of Clinical Pharmacology, the First Affiliated Hospital of Soochow University, Suzhou, 215006, China
- Department of Clinical Pharmacy, College of Pharmaceutical Science, Soochow University, Suzhou, China
- Institute for Interdisciplinary Drug Research and Translational Sciences, Soochow University, Suzhou, China
| | - Chenrong Huang
- Department of Clinical Pharmacology, the First Affiliated Hospital of Soochow University, Suzhou, 215006, China.
- Department of Clinical Pharmacy, College of Pharmaceutical Science, Soochow University, Suzhou, China.
- Institute for Interdisciplinary Drug Research and Translational Sciences, Soochow University, Suzhou, China.
| | - Liyan Miao
- Department of Clinical Pharmacology, the First Affiliated Hospital of Soochow University, Suzhou, 215006, China.
- Department of Clinical Pharmacy, College of Pharmaceutical Science, Soochow University, Suzhou, China.
- Institute for Interdisciplinary Drug Research and Translational Sciences, Soochow University, Suzhou, China.
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11
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Yoshida M, Brown SA, Moriyama T, Nishii R, Tsujimoto SI, Yamada Y, Yoshida K, Shirai R, Osumi T, Utano T, Fukano R, Kudo K, Sakaguchi K, Arakawa Y, Koh K, Sekiguchi M, Sekimizu M, Miyamura T, Ishida H, Inukai T, Tomizawa D, Kiyokawa N, Kato M, Yang JJ. Low NUDT15 expression levels due to biallelic NUDT15 variants and 6-mercaptopurine intolerance. Br J Haematol 2022; 199:270-276. [PMID: 35905175 PMCID: PMC9547862 DOI: 10.1111/bjh.18375] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 07/07/2022] [Accepted: 07/10/2022] [Indexed: 01/15/2023]
Abstract
6-Mercaptopurine (6-MP) is widely used for the treatment of paediatric leukaemia and lymphoma. Recently, germline variants in the NUDT15 gene have been identified as one of the major genetic causes for 6-MP-associated adverse effects such as myelosuppression. Patients with hypomorphic NUDT15 variants accumulate excessive levels of DNA-incorporated thioguanine in white blood cells, resulting in severe myelosuppression. Although preclinical studies suggest that these variants may influence the protein stability of NUDT15, this has not been directly characterised in patients. In this study, we report the development of a series of novel monoclonal antibodies against NUDT15, using which we quantitatively assessed NUDT15 protein levels in 37 patients with acute lymphoblastic leukaemia treated with 6-MP, using sandwich enzyme-linked immunosorbent assay (ELISA). The NUDT15 genotype was highly correlated with its protein levels (p < 0.0001), with homozygous and compound heterozygous patients showing exceedingly low NUDT15 expression. There was a positive correlation between NUDT15 protein level and 6-MP tolerance (r = 0.631, p < 0.0001). In conclusion, our results point to low NUDT15 protein abundance as the biochemical basis for NUDT15-mediated 6-MP intolerance, thus providing a phenotypic readout of inherited NUDT15 deficiency.
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Affiliation(s)
- Masanori Yoshida
- Department of Pediatric Hematology and Oncology Research,
Research Institute, National Center for Child Health and Development, Tokyo,
Japan
| | - Scott A Brown
- Department of Immunology, St. Jude Children’s
Research Hospital, Memphis, USA
| | - Takaya Moriyama
- Department of Pharmacy and Pharmaceutical Sciences, St.
Jude Children’s Research Hospital, Memphis, USA
| | - Rina Nishii
- Department of Pharmacy and Pharmaceutical Sciences, St.
Jude Children’s Research Hospital, Memphis, USA
| | - Shin-ichi Tsujimoto
- Department of Pediatric Hematology and Oncology Research,
Research Institute, National Center for Child Health and Development, Tokyo,
Japan
| | - Yuji Yamada
- Children’s Cancer Center, National Center for Child
Health and Development, Tokyo, Japan
| | - Kaoru Yoshida
- Department of Pediatric Hematology and Oncology Research,
Research Institute, National Center for Child Health and Development, Tokyo,
Japan
| | - Ryota Shirai
- Department of Pediatric Hematology and Oncology Research,
Research Institute, National Center for Child Health and Development, Tokyo,
Japan
| | - Tomoo Osumi
- Department of Pediatric Hematology and Oncology Research,
Research Institute, National Center for Child Health and Development, Tokyo,
Japan
- Children’s Cancer Center, National Center for Child
Health and Development, Tokyo, Japan
| | - Tomoyuki Utano
- Department of Pharmaceuticals, National Center for Child
Health and Development, Tokyo, Japan
| | - Reiji Fukano
- Department of Pediatrics, Yamaguchi University Graduate
School of Medicine, Ube, Japan
| | - Ko Kudo
- Department of Pediatrics, Hirosaki University Graduate
School of Medicine, Hirosaki, Japan
| | - Kimiyoshi Sakaguchi
- Department of Pediatrics, Hamamatsu University School of
Medicine, Hamamatsu, Japan
| | - Yuki Arakawa
- Department of Hematology/Oncology, Saitama
Children’s Medical Center, Saitama, Japan
| | - Katsuyoshi Koh
- Department of Hematology/Oncology, Saitama
Children’s Medical Center, Saitama, Japan
| | - Masahiro Sekiguchi
- Department of Pediatrics, Graduate School of Medicine,
the University of Tokyo, Tokyo, Japan
| | - Masahiro Sekimizu
- Department of Pediatrics, National Hospital Organization
Nagoya Medical Center, Nagoya, Japan
| | - Takako Miyamura
- Department of Pediatrics, Osaka University Graduate
School of Medicine, Suita, Japan
| | - Hisashi Ishida
- Department of Pediatrics, Okayama University Hospital,
Okayama, Japan
| | - Takeshi Inukai
- Department of Pediatrics, School of Medicine, University
of Yamanashi, Yamanashi, Japan
| | - Daisuke Tomizawa
- Children’s Cancer Center, National Center for Child
Health and Development, Tokyo, Japan
| | - Nobutaka Kiyokawa
- Department of Pediatric Hematology and Oncology Research,
Research Institute, National Center for Child Health and Development, Tokyo,
Japan
| | - Motohiro Kato
- Department of Pediatric Hematology and Oncology Research,
Research Institute, National Center for Child Health and Development, Tokyo,
Japan
- Children’s Cancer Center, National Center for Child
Health and Development, Tokyo, Japan
- Department of Pediatrics, Graduate School of Medicine,
the University of Tokyo, Tokyo, Japan
| | - Jun J Yang
- Department of Pharmacy and Pharmaceutical Sciences, St.
Jude Children’s Research Hospital, Memphis, USA
- Department of Oncology, St. Jude Children’s
Research Hospital, Memphis, USA
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12
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Tanaka Y, Urayama KY, Mori M, Arakawa Y, Hasegawa D, Noguchi Y, Yanagimachi M, Keino D, Ota S, Akahane K, Inukai T, Hangai M, Kawaguchi T, Takagi M, Koh K, Matsuda F, Manabe A. Prominence of NUDT15 genetic variation associated with 6-mercaptopurine tolerance in a genome-wide association study of Japanese children with acute lymphoblastic leukaemia. Br J Haematol 2022; 199:260-269. [PMID: 35961941 DOI: 10.1111/bjh.18405] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 07/30/2022] [Accepted: 08/01/2022] [Indexed: 12/01/2022]
Abstract
Inherited genetic variation is associated with 6-mercaptopurine (6-MP) dose reduction and frequent toxicities induced by 6-MP. However, the tolerable dose for 6-MP is not fully predicted by the known variation in NUDT15 and TPMT among Asian children with acute lymphoblastic leukaemia (ALL). We performed a genome-wide association study (GWAS) related to 6-MP dose among Japanese children with ALL. This GWAS comprised 224 patients previously enrolled in Tokyo Children's Cancer Study Group clinical studies with replication attempted in 55 patients. Genome-wide single nucleotide polymorphism (SNP) genotypes were evaluated for association with average 6-MP dose during the initial 168 days of maintenance therapy. Possible associations were observed across five gene-coding regions, among which only variants at 13q14.2 were significant and replicated genome-wide (rs116855232, NUDT15, β = -10.99, p = 3.7 × 10-13 ). Notable findings were observed for variants in AFF3 (rs75364948, p = 2.05 × 10-6 ) and CHST11 (rs1148407, p = 2.09 × 10-6 ), but were not replicated possibly due to small numbers. A previously reported candidate SNP in MTHFR was associated with higher average 6-MP dose (rs1801133, p = 0.045), and FOLH1 (rs12574928) was associated in an evaluation of candidate regions (padjust = 0.013). This study provides strong evidence that rs116855232 in NUDT15 is the genetic factor predominantly associated with 6-MP tolerable dose in children in Japan.
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Affiliation(s)
- Yoichi Tanaka
- Division of Medical Safety Sciences, National Institute of Health Sciences, Kanagawa, Japan
| | - Kevin Y Urayama
- Graduate School of Public Health, St. Luke's International University, Tokyo, Japan.,Department of Social Medicine, National Center for Child Health and Development, Tokyo, Japan
| | - Makiko Mori
- Department of Hematology/Oncology, Saitama Children's Medical Center, Saitama, Japan
| | - Yuki Arakawa
- Department of Hematology/Oncology, Saitama Children's Medical Center, Saitama, Japan
| | - Daisuke Hasegawa
- Department of Pediatrics, St. Luke's International Hospital, Tokyo, Japan
| | - Yasushi Noguchi
- Department of Pediatrics, Japanese Red Cross Narita Hospital, Chiba, Japan
| | - Masakatsu Yanagimachi
- Department of Hematology/Oncology, Children's Cancer Center, Kanagawa Children's Medical Center, Kanagawa, Japan.,Department of Pediatrics, Yokohama City University Hospital, Kanagawa, Japan
| | - Dai Keino
- Department of Hematology/Oncology, Children's Cancer Center, Kanagawa Children's Medical Center, Kanagawa, Japan.,Department of Pediatrics, St. Marianna University, Kanagawa, Japan
| | - Setsuo Ota
- Department of Pediatrics, Teikyo University Chiba Medical Center, Chiba, Japan
| | - Koshi Akahane
- Department of Pediatrics, University of Yamanashi, Yamanashi, Japan
| | - Takeshi Inukai
- Department of Pediatrics, University of Yamanashi, Yamanashi, Japan
| | - Mayumi Hangai
- Department of Social Medicine, National Center for Child Health and Development, Tokyo, Japan
| | | | - Masatoshi Takagi
- Department of Pediatrics, Tokyo Medical and Dental University, Tokyo, Japan
| | - Katsuyoshi Koh
- Department of Hematology/Oncology, Saitama Children's Medical Center, Saitama, Japan
| | | | - Atsushi Manabe
- Department of Pediatrics, Hokkaido University, Hokkaido, Japan
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13
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Pedersen LH, Østergaard A, Bank V, Nersting J, Tuckuviene R, Wehner PS, Albertsen BK, Degn M, Als-Nielsen BET, Larsen HB, Schmiegelow K, Dalton SO. Socioeconomic position and maintenance therapy in children with acute lymphoblastic leukemia: A national cohort study. Pediatr Blood Cancer 2022; 69:e29508. [PMID: 34931732 DOI: 10.1002/pbc.29508] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 11/05/2021] [Accepted: 11/17/2021] [Indexed: 12/26/2022]
Abstract
BACKGROUND Socioeconomic differences in survival among children with acute lymphoblastic leukemia (ALL) have been reported in high-income countries and there is an unmet need for strategies to identify vulnerable patient subgroups. Reported differences in survival for children from families with different socioeconomic positions seem to arise when starting maintenance therapy. This could reflect reduced physician's compliance or family adherence to maintenance therapy. METHODS This nationwide cohort study with extensive monitoring of systemic methotrexate (MTX)/6-mercaptopurine (6MP) dosing and metabolite levels, retrospectively investigated 173 Danish children treated according to The Nordic Society for Pediatric Hematology and Oncology ALL2008 protocol from 2008 to 2016. RESULTS Significantly lower prescribed doses of MTX and 6MP were seen in the children in families with short parental education (short vs. medium vs. higher education: mMTX: 13.8, 16.2, and 18.6 mg/m2 /week; p < .01; m6MP: 47.4, 64.9, and 66.1 mg/m2 /day; p = .03) or parents unemployed/not in workforce (unemployed/not in workforce vs. mixed vs. at work: mMTX: 15.0, 19.9, and 17.2 mg/m2 /week; p < .01; m6MP: 54.8, 72.0, and 65.1 mg/m2 /day; p < .01). When assessing family adherence by analyzing MTX and 6MP metabolite levels, including per prescribed dose of MTX and 6MP, we found no significant differences by levels of parental education, affiliation to work market, or income (p > .05 for all comparisons). CONCLUSIONS These results indicate that inferior physician compliance to protocol recommendations on drug dosage rather than families' adherence to therapy may contribute to the association between socioeconomic position and cure rates in childhood ALL, although precise mechanisms remain to be explored.
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Affiliation(s)
- Line Hjøllund Pedersen
- Department of Paediatrics and Adolescent Medicine, Rigshospitalet, Copenhagen, Denmark.,Survivorship and Inequality in Cancer, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Anna Østergaard
- Department of Paediatrics and Adolescent Medicine, Rigshospitalet, Copenhagen, Denmark.,Princess Máxima Center for Pediatric Oncology, Utrecht, Netherlands.,Faculty of Medicine, Utrecht University, Utrecht, Netherlands
| | - Victoria Bank
- Department of Paediatrics and Adolescent Medicine, Rigshospitalet, Copenhagen, Denmark
| | - Jacob Nersting
- Department of Paediatrics and Adolescent Medicine, Rigshospitalet, Copenhagen, Denmark
| | - Ruta Tuckuviene
- Department of Paediatrics and Adolescent Medicine, Rigshospitalet, Copenhagen, Denmark.,Department of Pediatrics, Aalborg University Hospital, Aalborg, Denmark
| | - Peder Skov Wehner
- Department of Pediatric Hematology and Oncology, Hans Christian Andersen Children's Hospital, Odense University Hospital, Odense, Denmark
| | - Birgitte Klug Albertsen
- Pediatrics and Adolescent Medicine, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Matilda Degn
- Department of Paediatrics and Adolescent Medicine, Rigshospitalet, Copenhagen, Denmark
| | | | - Hanne Baekgaard Larsen
- Department of Paediatrics and Adolescent Medicine, Rigshospitalet, Copenhagen, Denmark.,Institute of Clinical Medicine, Faculty of Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Kjeld Schmiegelow
- Department of Paediatrics and Adolescent Medicine, Rigshospitalet, Copenhagen, Denmark.,Institute of Clinical Medicine, Faculty of Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Susanne Oksbjerg Dalton
- Survivorship and Inequality in Cancer, Danish Cancer Society Research Center, Copenhagen, Denmark.,Department of Clinical Oncology & Palliative Care, Zealand University Hospital, Naestved, Denmark
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14
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Maintenance therapy for acute lymphoblastic leukemia: basic science and clinical translations. Leukemia 2022; 36:1749-1758. [PMID: 35654820 PMCID: PMC9252897 DOI: 10.1038/s41375-022-01591-4] [Citation(s) in RCA: 37] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 04/27/2022] [Accepted: 04/28/2022] [Indexed: 01/21/2023]
Abstract
Maintenance therapy (MT) with oral methotrexate (MTX) and 6-mercaptopurine (6-MP) is essential for the cure of acute lymphoblastic leukemia (ALL). MTX and 6-MP interfere with nucleotide synthesis and salvage pathways. The primary cytotoxic mechanism involves the incorporation of thioguanine nucleotides (TGNs) into DNA (as DNA-TG), which may be enhanced by the inhibition of de novo purine synthesis by other MTX/6-MP metabolites. Co-medication during MT is common. Although Pneumocystis jirovecii prophylaxis appears safe, the benefit of glucocorticosteroid/vincristine pulses in improving survival and of allopurinol to moderate 6-MP pharmacokinetics remains uncertain. Numerous genetic polymorphisms influence the pharmacology, efficacy, and toxicity (mainly myelosuppression and hepatotoxicity) of MTX and thiopurines. Thiopurine S-methyltransferase (encoded by TPMT) decreases TGNs but increases methylated 6-MP metabolites (MeMPs); similarly, nudix hydrolase 15 (encoded by NUDT15) also decreases TGNs available for DNA incorporation. Loss-of-function variants in both genes are currently used to guide MT, but do not fully explain the inter-patient variability in thiopurine toxicity. Because of the large inter-individual variations in MTX/6-MP bioavailability and metabolism, dose adjustments are traditionally guided by the degree of myelosuppression, but this does not accurately reflect treatment intensity. DNA-TG is a common downstream metabolite of MTX/6-MP combination chemotherapy, and a higher level of DNA-TG has been associated with a lower relapse hazard, leading to the development of the Thiopurine Enhanced ALL Maintenance (TEAM) strategy-the addition of low-dose (2.5-12.5 mg/m2/day) 6-thioguanine to the 6-MP/MTX backbone-that is currently being tested in a randomized ALLTogether1 trial (EudraCT: 2018-001795-38). Mutations in the thiopurine and MTX metabolism pathways, and in the mismatch repair genes have been identified in early ALL relapses, providing valuable insights to assist the development of strategies to detect imminent relapse, to facilitate relapse salvage therapy, and even to bring about changes in frontline ALL therapy to mitigate this relapse risk.
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15
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Toksvang LN, Als-Nielsen B, Bacon C, Bertasiute R, Duarte X, Escherich G, Helgadottir EA, Johannsdottir IR, Jónsson ÓG, Kozlowski P, Langenskjöld C, Lepik K, Niinimäki R, Overgaard UM, Punab M, Räty R, Segers H, van der Sluis I, Smith OP, Strullu M, Vaitkevičienė G, Wik HS, Heyman M, Schmiegelow K. Thiopurine Enhanced ALL Maintenance (TEAM): study protocol for a randomized study to evaluate the improvement in disease-free survival by adding very low dose 6-thioguanine to 6-mercaptopurine/methotrexate-based maintenance therapy in pediatric and adult patients (0-45 years) with newly diagnosed B-cell precursor or T-cell acute lymphoblastic leukemia treated according to the intermediate risk-high group of the ALLTogether1 protocol. BMC Cancer 2022; 22:483. [PMID: 35501736 PMCID: PMC9063225 DOI: 10.1186/s12885-022-09522-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Accepted: 04/10/2022] [Indexed: 12/05/2022] Open
Abstract
Background A critical challenge in current acute lymphoblastic leukemia (ALL) therapy is treatment intensification in order to reduce the relapse rate in the subset of patients at the highest risk of relapse. The year-long maintenance phase is essential in relapse prevention. The Thiopurine Enhanced ALL Maintenance (TEAM) trial investigates a novel strategy for ALL maintenance. Methods TEAM is a randomized phase 3 sub-protocol to the ALLTogether1 trial, which includes patients 0–45 years of age with newly diagnosed B-cell precursor or T-cell ALL, and stratified to the intermediate risk-high (IR-high) group, in 13 European countries. In the TEAM trial, the traditional methotrexate (MTX)/6-mercaptopurine (6MP) maintenance backbone (control arm) is supplemented with low dose (2.5–12.5 mg/m2/day) oral 6-thioguanine (6TG) (experimental arm), while the starting dose of 6MP is reduced from 75 to 50 mg/m2/day. A total of 778 patients will be included in TEAM during ~ 5 years. The study will close when the last included patient has been followed for 5 years from the end of induction therapy. The primary objective of the study is to significantly improve the disease-free survival (DFS) of IR-high ALL patients by adding 6TG to 6MP/MTX-based maintenance therapy. TEAM has 80% power to detect a 7% increase in 5-year DFS through a 50% reduction in relapse rate. DFS will be evaluated by intention-to-treat analysis. In addition to reducing relapse, TEAM may also reduce hepatotoxicity and hypoglycemia caused by high levels of methylated 6MP metabolites. Methotrexate/6MP metabolites will be monitored and low levels will be reported back to clinicians to identify potentially non-adherent patients. Discussion TEAM provides a novel strategy for maintenance therapy in ALL with the potential of improving DFS through reducing relapse rate. Potential risk factors that have been considered include hepatic sinusoidal obstruction syndrome/nodular regenerative hyperplasia, second cancer, infection, and osteonecrosis. Metabolite monitoring can potentially increase treatment adherence in both treatment arms. Trial registration EudraCT, 2018–001795-38. Registered 2020-05-15, Clinicaltrials.gov, NCT04307576. Registered 2020-03-13, https://clinicaltrials.gov/ct2/show/NCT04307576 Supplementary Information The online version contains supplementary material available at 10.1186/s12885-022-09522-3.
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Affiliation(s)
- Linea Natalie Toksvang
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen, Denmark.
| | - Bodil Als-Nielsen
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen, Denmark
| | | | - Ruta Bertasiute
- Vilnius University Hospital Santariskiu Klinikos, Vilnius, Lithuania
| | - Ximo Duarte
- Instituto Português de Oncologia Lisboa Francisco Gentil Departamento de Pediatria, Lisbon, Portugal
| | | | | | | | | | | | | | | | - Riitta Niinimäki
- Oulu University Hospital and PEDEGRO Research Unit, University of Oulu, Oulu, Finland
| | | | - Mari Punab
- Tartu University Hospital, Tartu, Estonia
| | - Riikka Räty
- Helsinki University Central Hospital, Helsinki, Finland
| | - Heidi Segers
- Leuvens Kanker Instituut (LKI), KU Leuven - UZ Leuven, Leuven, Belgium
| | | | | | - Marion Strullu
- Université de Paris, hôpital universitaire Robert-Debré (APHP), Paris, France
| | - Goda Vaitkevičienė
- Center for Pediatric Oncology and Hematology, Vilnius University, Vilnius, Lithuania
| | | | - Mats Heyman
- Karolinska Institutet, Stockholm, Sweden.,Astrid Lindgren Children's Hospital, Karolinska University Hospital, Stockholm, Sweden
| | - Kjeld Schmiegelow
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen, Denmark.,University of Copenhagen, Copenhagen, Denmark
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16
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Utilization of Thiopurine Metabolites and Allopurinol in Pediatric Acute Lymphoblastic Leukemia: Consideration for an Algorithmic Approach. J Pediatr Hematol Oncol 2022; 44:e521-e525. [PMID: 34486570 DOI: 10.1097/mph.0000000000002313] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 07/23/2021] [Indexed: 11/26/2022]
Abstract
Persistently elevated absolute neutrophil counts during maintenance for acute lymphoblastic leukemia is a risk factor for relapse and may be related to wild-type thiopurine methyltransferase activity and overly efficient shunting of 6-mercaptopurine to hepatotoxic metabolites (6-methylmercaptopurine nucleotides), leading to low 6-thioguanine nucleotides. 6-mercaptopurine is also metabolized by xanthine oxidase, and therefore allopurinol, an inhibitor of xanthine oxidase, allows for increased 6-thioguanine nucleotides and decreased 6-methylmercaptopurine nucleotide. Here, we report our experience with allopurinol for persistently elevated absolute neutrophil count or hepatotoxicity and suggest an algorithmic approach for checking thiopurine metabolites and initiating allopurinol in acute lymphoblastic leukemia maintenance.
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17
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Qin Y, Xu H, Zhou N, Chen X, Peng Z, Nie C, Tan J, Wu X. The first-principles study of BC 3 nanosheet as the delivery vehicle for 6-mercaptopurine drug. Mol Phys 2022. [DOI: 10.1080/00268976.2021.1992522] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Yong Qin
- School of Mathematics and Physics, University of South China, Hengyang, People’s Republic of China
| | - Haiting Xu
- School of Mathematics and Physics, University of South China, Hengyang, People’s Republic of China
| | - Nan Zhou
- School of Mathematics and Physics, University of South China, Hengyang, People’s Republic of China
| | - Xuekun Chen
- School of Mathematics and Physics, University of South China, Hengyang, People’s Republic of China
| | - Zhihua Peng
- School of Mathematics and Physics, University of South China, Hengyang, People’s Republic of China
| | - Changming Nie
- School of Chemistry and Chemical Engineering, University of South China, Hengyang, People’s Republic of China
| | - Jie Tan
- School of Mathematics and Physics, University of South China, Hengyang, People’s Republic of China
| | - Xijun Wu
- School of Mathematics and Physics, University of South China, Hengyang, People’s Republic of China
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18
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Kudo K, Sato T, Takahashi Y, Yuzawa K, Kobayashi A, Kamio T, Sasaki S, Shimada J, Otani K, Tusjimoto S, Kato M, Toki T, Terui K, Ito E. Association of Multiple Gene Polymorphisms Including Homozygous NUDT15 R139C With Thiopurine Intolerance During the Treatment of Acute Lymphoblastic Leukemia. J Pediatr Hematol Oncol 2021; 43:e1173-e1176. [PMID: 33625081 DOI: 10.1097/mph.0000000000002085] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Accepted: 12/11/2020] [Indexed: 11/26/2022]
Abstract
Although thiopurine is a crucial drug for treating acute lymphoblastic leukemia, individual variations in intolerance are observed due to gene polymorphisms. A 3-year-old boy with B-cell precursor acute lymphoblastic leukemia who was administered thiopurine developed mucositis, sepsis, and hemophagocytic lymphohistiocytosis due to prolonged hematologic toxicity, chronic disseminated candidiasis, and infective endocarditis that triggered multiple brain infarctions. The patient was found to harbor 3 gene polymorphisms associated with thiopurine intolerance including homozygous NUDT15 R139C, heterozygous ITPA C94A, and homozygous MTHFR C677T and heterozygous RFC1 G80A. Thus, the combined effect of intolerance via multiple gene polymorphisms should be considered in case of unexpected adverse reactions.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Shinichi Tusjimoto
- Department of Pediatric Hematology and Oncology Research, National Center for Child Health and Development
| | - Motohiro Kato
- Department of Pediatric Hematology and Oncology Research, National Center for Child Health and Development
- Department of Transplantation and Cell Therapy, Children's Cancer Center, National Center for Child Health and Development, Tokyo, Japan
| | | | | | - Etsuro Ito
- Community Medicine, Hirosaki University Graduate School of Medicine, Hirosaki
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19
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Pai AA, Mohan A, Benjamin ESB, Illangeswaran RSS, Xavier Raj I, Janet NB, Arunachalam AK, Kavitha ML, Kulkarni U, Devasia AJ, Fouzia NA, Abraham A, Srivastava A, George B, Mathews V, Korula A, Balasubramanian P. NUDT15 c.415C>T Polymorphism Predicts 6-MP Induced Early Myelotoxicity in Patients with Acute Lymphoblastic Leukemia Undergoing Maintenance Therapy. Pharmgenomics Pers Med 2021; 14:1303-1313. [PMID: 34629890 PMCID: PMC8495143 DOI: 10.2147/pgpm.s325813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 09/02/2021] [Indexed: 11/25/2022] Open
Abstract
Purpose Severe myelosuppression in patients with acute lymphoblastic leukemia (ALL) undergoing 6-MP-based maintenance therapy is attributed to TPMT gene polymorphisms, which is rare in Asian populations. This study aims to evaluate the role of selected polymorphisms in NUDT15, ITPA, and MRP4 genes in addition to TPMT in predicting 6-MP intolerance during ALL maintenance therapy. Patients and Methods We screened for the presence of NUDT15*3 (c.415 C>T, rs116855232); MRP4 c.2269 C>T (rs3765534), ITPA c.94 C>A (rs1127354) polymorphisms in addition to TPMT *2 (rs1800462), *3A (*3B and *3C; rs1800460 and rs1142345) in ALL patients with documented severe neutropenia (cohort-1; n=42). These polymorphisms were then screened in a prospective cohort of ALL patients (cohort-2; n=133) and compared with 6-MP dose reduction, early/late myelotoxicity. Results Nineteen (45%) patients in cohort-1 and 18 (14%) in cohort-2 had NUDT15 c.415 C>T variant while 4 (3%) patients in cohort-2 had TPMT*3C variant. Five (12%) in cohort-1 and 30 (24%) in cohort-2 had ITPA c.94 C>A variant while 9 (22%) and 15 (12%) had MRP4 c.2269 C>T variant in cohorts-1 and 2, respectively. All in cohort-1 and 36 (27%) in cohort-2 had severe myelotoxicity. Twenty-eight patients (66.6%) in cohort-1 and 40 (30%) patients in cohort-2 had significant 6-MP dose reduction. NUDT15 c.415 C>T variant explained severe myelotoxicity in 63% and 33% in cohort 1 and 2. TPMT*3C and ITPA c.94 C>A variants also explained myelotoxicity in cohort-2 (Median ANC: 376 vs 1014 mm3; p=0.04 and 776 vs 1023 mm3; p=0.04 respectively). NUDT15 c.415 C>T polymorphism explained significant myelotoxicity (507 vs 1298 mm3; p<0.0001) in the multivariate analysis as well (β=−0.314, p<0.0001). Conclusion NUDT15 c.415 C>T (15*3), TPMT*3C, as well as ITPA c.94 C>A and MRP4 c.2269 C>T polymorphisms explain hematotoxicities. Preemptive genotype-based (NUDT15*3, TPMT, ITPA c.94 C>A) 6-MP dosing could improve the outcome after maintenance therapy.
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Affiliation(s)
- Aswin Anand Pai
- Department of Haematology, Christian Medical College, Vellore, Tamilnadu, India
| | - Ajith Mohan
- Department of Haematology, Christian Medical College, Vellore, Tamilnadu, India
| | | | | | - Infencia Xavier Raj
- Department of Haematology, Christian Medical College, Vellore, Tamilnadu, India
| | - Nancy Beryl Janet
- Department of Haematology, Christian Medical College, Vellore, Tamilnadu, India
| | | | - M L Kavitha
- Department of Haematology, Christian Medical College, Vellore, Tamilnadu, India
| | - Uday Kulkarni
- Department of Haematology, Christian Medical College, Vellore, Tamilnadu, India
| | - Anup J Devasia
- Department of Haematology, Christian Medical College, Vellore, Tamilnadu, India
| | - N A Fouzia
- Department of Haematology, Christian Medical College, Vellore, Tamilnadu, India
| | - Aby Abraham
- Department of Haematology, Christian Medical College, Vellore, Tamilnadu, India
| | - Alok Srivastava
- Department of Haematology, Christian Medical College, Vellore, Tamilnadu, India
| | - Biju George
- Department of Haematology, Christian Medical College, Vellore, Tamilnadu, India
| | - Vikram Mathews
- Department of Haematology, Christian Medical College, Vellore, Tamilnadu, India
| | - Anu Korula
- Department of Haematology, Christian Medical College, Vellore, Tamilnadu, India
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20
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Tanaka Y, Saito Y. Importance of NUDT15 Polymorphisms in Thiopurine Treatments. J Pers Med 2021; 11:jpm11080778. [PMID: 34442422 PMCID: PMC8399029 DOI: 10.3390/jpm11080778] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 08/06/2021] [Accepted: 08/08/2021] [Indexed: 01/20/2023] Open
Abstract
Thiopurines, mercaptopurine, and azathioprine are used as immunosuppressants in the treatments of inflammatory bowel disease, rheumatoid arthritis, and organ transplantation and as chemotherapeutic drugs for the treatment of acute leukemia and chronic myeloid leukemia. This drug class sometimes causes severe adverse reactions, including bone marrow suppression and hair loss. Genetic polymorphisms of the metabolizing enzyme thiopurine S-methyltransferase have been used for predicting these reactions in Caucasians, but these allele frequencies are less frequently observed in Asian populations. Recently, nudix hydrolase 15 (NUDT15) polymorphisms have been shown to play an important role in thiopurine-induced adverse reactions in Asians. In this review, we summarize the NUDT15 studies, mainly in Asian countries, and their implementation in several countries.
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21
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Angiolillo AL, Schore RJ, Kairalla JA, Devidas M, Rabin KR, Zweidler-McKay P, Borowitz MJ, Wood B, Carroll AJ, Heerema NA, Relling MV, Hitzler J, Lane AR, Maloney KW, Wang C, Bassal M, Carroll WL, Winick NJ, Raetz EA, Loh ML, Hunger SP. Excellent Outcomes With Reduced Frequency of Vincristine and Dexamethasone Pulses in Standard-Risk B-Lymphoblastic Leukemia: Results From Children's Oncology Group AALL0932. J Clin Oncol 2021; 39:1437-1447. [PMID: 33411585 DOI: 10.1200/jco.20.00494] [Citation(s) in RCA: 58] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
PURPOSE AALL0932 evaluated two randomized maintenance interventions to optimize disease-free survival (DFS) while reducing the burden of therapy in children with newly diagnosed NCI standard-risk (SR) B-acute lymphoblastic leukemia (B-ALL). METHODS AALL0932 enrolled 9,229 patients with B-ALL; 2,364 average-risk (AR) patients were randomly assigned (2 × 2 factorial design) at the start of maintenance therapy to vincristine/dexamethasone pulses every 4 (VCR/DEX4) or every 12 (VCR/DEX12) weeks, and a starting dose of weekly oral methotrexate of 20 mg/m2 (MTX20) or 40 mg/m2 (MTX40). RESULTS Five-year event-free survival and overall survival (OS) from enrollment (with 95% CIs), for all eligible and evaluable SR B-ALL patients (n = 9,226), were 92.0% (91.1% and 92.8%) and 96.8% (96.2% and 97.3%), respectively. The 5-year DFS and OS from the start of maintenance for randomly assigned AR patients were 94.6% (93.3% and 95.9%) and 98.5% (97.7% and 99.2%), respectively. The 5-year DFS and OS for patients randomly assigned to receive VCR/DEX4 (n = 1,186) versus VCR/DEX12 (n = 1,178) were 94.1% (92.2% and 96.0%) and 98.3% (97.2% and 99.4%) v 95.1% (93.3% and 96.9%) and 98.6% (97.7% and 99.6%), respectively (P = .86 and .69). The 5-year DFS and OS for AR patients randomly assigned to receive MTX20 versus MTX40 were 95.1% (93.3% and 96.8%) and 98.8% (97.9% and 99.7%) v 94.2% (92.2% and 96.1%) and 98.1% (97.0% and 99.2%), respectively (P = .92 and .89). CONCLUSIONS The 0NCI-SR AR B-ALL who received VCR/DEX12 had outstanding outcomes despite receiving one third of the vincristine/dexamethasone pulses previously used as standard of care on Children's Oncology Group (COG) trials. The higher starting dose of MTX of 40 mg/m2/week did not improve outcomes when compared with 20 mg/m2/week. The decreased frequency of vincristine/dexamethasone pulses has been incorporated into frontline COG B-ALL trials to decrease the burden of therapy for patients and their families.
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Affiliation(s)
- Anne L Angiolillo
- Children's National Medical Center, Washington, DC.,George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Reuven J Schore
- Children's National Medical Center, Washington, DC.,George Washington University School of Medicine and Health Sciences, Washington, DC
| | - John A Kairalla
- Department of Biostatistics, Colleges of Medicine and Public Health & Health Professions, University of Florida, Gainesville, FL
| | - Meenakshi Devidas
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN
| | - Karen R Rabin
- Texas Children's Cancer Center, Baylor College of Medicine, Houston, TX
| | | | - Michael J Borowitz
- Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, MD
| | - Brent Wood
- Department of Laboratory Medicine, University of Washington, Seattle, WA
| | | | - Nyla A Heerema
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, OH
| | | | | | | | - Kelly W Maloney
- Children's Hospital Colorado and the Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO
| | - Cindy Wang
- Department of Biostatistics, Colleges of Medicine and Public Health & Health Professions, University of Florida, Gainesville, FL
| | - Mylène Bassal
- Division of Pediatric Hematology/Oncology, Children's Hospital of Eastern Ontario, Ottawa, ON
| | - William L Carroll
- Department of Pediatrics and Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY
| | - Naomi J Winick
- University of Texas Southwestern Medical Center, Dallas, TX
| | - Elizabeth A Raetz
- Department of Pediatrics and Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY
| | - Mignon L Loh
- Department of Pediatrics, Benioff Children's Hospital, and the Helen Diller Family Comprehensive Cancer Institute, University of California, San Francisco, San Francisco, CA
| | - Stephen P Hunger
- Department of Pediatrics and the Center for Childhood Cancer Research, The Children's Hospital of Philadelphia and the Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
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22
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Jiang C, Yang W, Moriyama T, Liu C, Smith C, Yang W, Qian M, Li Z, Tulstrup M, Schmiegelow K, Crews KR, Zhang H, Pui CH, Evans W, Relling M, Bhatia S, Yang JJ. Effects of NT5C2 Germline Variants on 6-Mecaptopurine Metabolism in Children With Acute Lymphoblastic Leukemia. Clin Pharmacol Ther 2020; 109:1538-1545. [PMID: 33124053 DOI: 10.1002/cpt.2095] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Accepted: 10/19/2020] [Indexed: 01/21/2023]
Abstract
6-mercaptopurine (6-MP) is widely used in the treatment of acute lymphoblastic leukemia (ALL), and its cytotoxicity is primarily mediated by thioguanine nucleotide (TGN) metabolites. A recent genomewide association study has identified germline polymorphisms (e.g., rs72846714) in the NT5C2 gene associated with 6-MP metabolism in patients with ALL. However, the full spectrum of genetic variation in NT5C2 is unclear and its impact on 6-MP drug activation has not been comprehensively examined. To this end, we performed targeted sequencing of NT5C2 in 588 children with ALL and identified 121 single nucleotide polymorphisms nominally associated with erythrocyte TGN during 6-MP treatment (P < 0.05). Of these, 61 variants were validated in a replication cohort of 372 children with ALL. After considering linkage disequilibrium and multivariate analysis, we confirmed two clusters of variants, represented by rs72846714 and rs58700372, that independently affected 6-MP metabolism. Functional studies showed that rs58700372 directly altered the activity of an intronic enhancer, with the variant allele linked to higher transcription activity and reduced 6-MP metabolism (lower TGN). By contrast, rs72846714 was not located in a regulatory element and instead its association signal was explained by linkage disequilibrium with a proximal functional variant rs12256506 that activated NT5C2 transcription in-cis. Our results indicated that NT5C2 germline variation significantly contributes to interpatient variability in thiopurine drug disposition.
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Affiliation(s)
- Chuang Jiang
- Department of Hematology & Oncology, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA.,Department of Hematology/Oncology, Guangzhou Women and Children's Medical Center, Guangzhou, Guangdong, China
| | - Wenjian Yang
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Takaya Moriyama
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Chengcheng Liu
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Colton Smith
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Wentao Yang
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Maoxiang Qian
- Department of Hematology and Oncology, Institute of Pediatrics, Children's Hospital of Fudan University, Shanghai, China.,Shanghai Key Laboratory of Medical Epigenetics, International Co-laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Ziping Li
- Department of Hematology/Oncology, Guangzhou Women and Children's Medical Center, Guangzhou, Guangdong, China
| | - Morten Tulstrup
- Department of Pediatrics and Adolescent Medicine, University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Kjeld Schmiegelow
- Department of Pediatrics and Adolescent Medicine, University Hospital Rigshospitalet, Copenhagen, Denmark.,Institute of Clinical Medicine, Faculty of Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Kristine R Crews
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Hui Zhang
- Department of Hematology/Oncology, Guangzhou Women and Children's Medical Center, Guangzhou, Guangdong, China
| | - Ching-Hon Pui
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - William Evans
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Mary Relling
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Smita Bhatia
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Jun J Yang
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
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23
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Whiley AC, Price V, MacDonald T. An exploration of mercaptopurine/methotrexate tolerance during maintenance therapy in children with acute lymphoblastic leukemia. J Oncol Pharm Pract 2020; 27:1631-1636. [PMID: 33040672 DOI: 10.1177/1078155220963550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PURPOSE Mercaptopurine (6MP) and methotrexate (MTX) cause myelosuppression and interruptions in therapy in children with lymphoblastic leukemia (ALL). Length of time off of therapy is related to poorer outcomes. To date the dose at which most children tolerate these agents without drops in blood counts has not been identified. This study attempts to determine the maximum tolerated dose of both 6MP/MTX. METHODS A retrospective chart review of 77 ALL children, median age 4.5 years. Time to first interruption and dose, along with total number of interruptions were collected. Absolute neutrophil and platelet counts recorded at time of interruption. Subgroup analysis of age, sex, diagnosis and risk stratification were also completed. REB approval was gained. RESULTS Of the 77 patients that were studied, 9 of them had no treatment interruptions. Descriptive statistics are reported using Strata software. The mean number of interruptions during maintenance was 3.2, the mean time to first interruption was 149.8 days. The mean dose percent of MTX and 6MP at first interruption was 94.4% and 106% respectively. Maintenance therapy was interrupted independent of age, sex, diagnosis or disease risk stratification. CONCLUSION Few patients complete maintenance therapy without interruptions at the current dose escalation schedules outlined by the Children's Oncology Group protocols. The interruptions are due in part to intolerance of dose escalations of MTX and 6 MP above 100%. Future research should investigate doses of 6MP and MTX in maintenance therapy in relation to leukemia outcomes.
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Affiliation(s)
- A C Whiley
- Faculty of Medicine, Dalhousie University, Halifax, Canada
| | - V Price
- Faculty of Medicine, Dalhousie University, Halifax, Canada.,Division of Pediatric Hematology/Oncology, IWK Health Centre, Halifax, Canada
| | - T MacDonald
- Department of Pharmacy, IWK Health Centre, Halifax, Canada.,Faculty of Medicine and Health Professions, Dalhousie University, Halifax, Canada
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24
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Bhatia S, Hageman L, Chen Y, Wong FL, McQuaid EL, Duncan C, Mascarenhas L, Freyer D, Mba N, Aristizabal P, Walterhouse D, Lew G, Kempert PHH, Russell TB, McNall-Knapp RY, Jacobs S, Dang H, Raetz E, Relling MV, Landier W. Effect of a Daily Text Messaging and Directly Supervised Therapy Intervention on Oral Mercaptopurine Adherence in Children With Acute Lymphoblastic Leukemia: A Randomized Clinical Trial. JAMA Netw Open 2020; 3:e2014205. [PMID: 32852553 PMCID: PMC7453312 DOI: 10.1001/jamanetworkopen.2020.14205] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Accepted: 05/27/2020] [Indexed: 01/02/2023] Open
Abstract
Importance Suboptimal adherence to oral mercaptopurine treatment in children with acute lymphoblastic leukemia (ALL) increases the risk of relapse. A frequently expressed barrier to adherence is forgetfulness, which is often overcome by parental vigilance. Objective To determine whether a multicomponent intervention, compared with education alone, will result in a higher proportion of patients with ALL who have mercaptopurine adherence rates 95% or higher, for all study participants and among patients younger than 12 years and vs those aged 12 years and older. Design, Setting, and Participants The adherence intervention trial was an investigator-initiated, multi-institutional, parallel-group, unblinded, randomized clinical trial conducted between July 16, 2012, and August 8, 2018, at 59 Children's Oncology Group institutions in the US, enrolling patients with ALL diagnosed through age 21 years and receiving mercaptopurine for maintenance. The date of final follow-up was January 2, 2019. Data analysis was performed from February to October 2019. Interventions Patients were randomized 1:1 to education alone or the intervention package, which consisted of education and personalized text message reminders daily to prompt directly supervised therapy. Four weeks of baseline adherence monitoring were followed with a 16-week intervention. Main Outcomes and Measures The primary end point was the proportion of patients with adherence rates 95% or higher over the duration of the intervention for all study participants, and for those younger than 12 years vs those aged 12 years and older. Results There were 444 evaluable patients (median age, 8.1 years; interquartile range, 5.3-14.3 years), including 230 in the intervention group and 214 in the education group. Three hundred two patients (68.0%) were boys, 180 (40.5%) were non-Hispanic White, 170 (38.3%) were Hispanic, 43 (9.7%) were African American, and 51 (11.5%) were Asian or of mixed race/ethnicity. The proportion of patients with adherence rates 95% or higher did not differ between the intervention vs education groups (65% vs 59%; odds ratio, 1.33; 95% CI, 1.0-2.0; P = .08). Exploratory analyses showed that among patients aged 12 years and older, those in the intervention group had higher mean (SE) adherence rates than those in the education group (93.1% [1.1%] vs 90.0% [1.3%]; difference, 3.1%; 95% CI, 0.1%-6.0%; P = .04). In particular, among patients aged 12 years and older with baseline adherence less than 90%, those in the intervention group had higher mean (SE) adherence rates than those in the education group (83.4% [2.5%] vs 74.6% [3.4%]; difference, 8.8%; 95% CI, 2.2%-15.4%; P = .008). No safety concerns were identified. Conclusions and Relevance Although this multicomponent intervention did not result in an increase in the proportion of patients with ALL who had mercaptopurine adherence rates 95% or higher, it did identify a high-risk subpopulation to target for future adherence intervention strategies: adolescents with low baseline adherence. Trial Registration ClinicalTrials.gov Identifier: NCT01503632.
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Affiliation(s)
- Smita Bhatia
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham
| | - Lindsey Hageman
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham
| | - Yanjun Chen
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham
| | - F. Lennie Wong
- Department of Population Sciences, City of Hope, Duarte, California
| | - Elizabeth L. McQuaid
- Department of Psychiatryand Human Behavior, Brown University, Providence, Rhode Island
| | | | - Leo Mascarenhas
- Cancer and Blood Disease Institute, Division of Hematology/Oncology, Children’s Hospital Los Angeles, Los Angeles, California
- Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles
| | - David Freyer
- Cancer and Blood Disease Institute, Division of Hematology/Oncology, Children’s Hospital Los Angeles, Los Angeles, California
- Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles
| | - Nkechi Mba
- Department of Pediatric Hematology/Oncology, Driscoll Children’s Hospital, Corpus Christi, Texas
| | - Paula Aristizabal
- Department of Pediatrics, University of California, San Diego, San Diego
| | - David Walterhouse
- Department of Pediatrics, Division of Hematology, Oncology, and Stem Cell Transplantation, Ann & Robert H Lurie Children’s Hospital of Chicago, Chicago, Illinois
| | - Glen Lew
- Aflac Cancer and Blood Disorders Center, Children’s Healthcare of Atlanta, Emory University, Atlanta, Georgia
| | | | - Thomas Bennett Russell
- Wake Forest Baptist Comprehensive Cancer Center, Wake Forest University Health Sciences, Winston-Salem, North Carolina
| | - Rene Y. McNall-Knapp
- Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City
| | - Shana Jacobs
- Department of Oncology, Children’s National Medical Center, Washington, DC
| | - Ha Dang
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles
| | - Elizabeth Raetz
- Department of Pediatrics, NYU Langone Medical Center, New York, New York
| | - Mary V. Relling
- Department of Pharmaceutical Sciences, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Wendy Landier
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham
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25
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Czaja AJ. Review article: opportunities to improve and expand thiopurine therapy for autoimmune hepatitis. Aliment Pharmacol Ther 2020; 51:1286-1304. [PMID: 32363674 DOI: 10.1111/apt.15743] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2020] [Revised: 03/07/2020] [Accepted: 03/31/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND Thiopurines in combination with glucocorticoids are used as first-line, second-line and maintenance therapies in autoimmune hepatitis and opportunities exist to improve and expand their use. AIMS To describe the metabolic pathways and key factors implicated in the efficacy and toxicity of the thiopurine drugs and to indicate the opportunities to improve outcomes by monitoring and manipulating metabolic pathways, individualising dosage and strengthening the response. METHODS English abstracts were identified in PubMed by multiple search terms. Full-length articles were selected for review, and secondary and tertiary bibliographies were developed. RESULTS Thiopurine methyltransferase activity and 6-tioguanine (6-thioguanine) nucleotide levels influence drug efficacy and safety, and they can be manipulated to improve treatment response and prevent myelosuppression. Methylated thiopurine metabolites are associated with hepatotoxicity, drug intolerance and nonresponse and their production can be reduced or bypassed. Universal pre-treatment assessment of thiopurine methyltransferase activity and individualisation of dosage to manipulate metabolite thresholds could improve outcomes. Early detection of thiopurine resistance by metabolite testing, accurate estimations of drug onset and strength by surrogate markers and adjunctive use of allopurinol could improve the management of refractory disease. Dose-restricted tioguanine (thioguanine) could expand treatment options by reducing methylated metabolites, increasing the bioavailability of 6-tioguanine nucleotides and ameliorating thiopurine intolerance or resistance. CONCLUSIONS The efficacy and safety of thiopurines in autoimmune hepatitis can be improved by investigational efforts that establish monitoring strategies that allow individualisation of dosage and prediction of outcome, increase bioavailability of the active metabolites and demonstrate superiority to alternative agents.
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Affiliation(s)
- Albert J Czaja
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, MN, USA
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Kodidela S, Dorababu P, Thakkar DN, Dubashi B, Sundaram R, Muralidharan N, Nidanapu RP, Aribandi A, Pradhan SC, Uppugunduri CRS. Association of NUDT15*3 and FPGS 2572C>T Variants with the Risk of Early Hematologic Toxicity During 6-MP and Low-Dose Methotrexate-Based Maintenance Therapy in Indian Patients with Acute Lymphoblastic Leukemia. Genes (Basel) 2020; 11:genes11060594. [PMID: 32481505 PMCID: PMC7349017 DOI: 10.3390/genes11060594] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 05/13/2020] [Accepted: 05/25/2020] [Indexed: 02/07/2023] Open
Abstract
Genetic variants influencing the pharmacokinetics and/or pharmacodynamics of the chemotherapeutic drugs used in Acute Lymphoblastic Leukemia (ALL) therapy often contribute to the occurrence of treatment related toxicity (TRT). In this study, we explored the association of candidate genetic variants with early hematological TRT (grade 3–4) occurring within the first 100 days of low-dose methotrexate and 6-mercaptopurine based maintenance therapy (n = 73). Fourteen variants in the following candidate genes were genotyped using allele discrimination assay by real-time PCR: ABCB1, DHFR, GGH, FPGS, MTHFR, RFC1, SLCO1B1, TPMT, and NUDT15. Methotrexate polyglutamate (MTXPG3-5) levels in red blood cells were measured by LC-MS/MS. Early hematological TRT (grade 3–4) was seen in 54.9% of patients. The NUDT15c.415T allele was associated with early TRT occurrence [HR: 3.04 (95% CI: 1.5–6.1); p = 0.007]. Sensitivity of early TRT prediction improved (from 30.7% to 89.7%) by considering FPGS variant (rs1544105’T’) carrier status along with NUDT15c.415T allele [HR = 2.7 (1.5–4.7, p = 0.008)]. None of the considered genetic variants were associated with MTXPG3-5 levels, which in turn were not associated with early TRT. NUDT15c.415T allele carrier status could be used as a stratifying marker for Indian ALL patients to distinguish patients at high or low risk of developing early hematological TRT.
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Affiliation(s)
- Sunitha Kodidela
- College of Pharmacy, University of Tennessee Heath Science Center, Memphis, TN 38163, USA
- Correspondence: (S.K.); (C.R.S.U.)
| | - Patchava Dorababu
- Department of Pharmacology, Apollo Institute of Medical Sciences and Research, Hyderabad 500090, India;
| | - Dimpal N. Thakkar
- Department of Pharmacology, Jawaharlal Institute of Postgraduate Medical Education & Research, Pondicherry 605006, India; (D.N.T.); (R.S.); (R.P.N.)
| | - Biswajit Dubashi
- Department of Medical Oncology, Jawaharlal Institute of Postgraduate Medical Education & Research, Pondicherry 605006, India;
| | - Rajan Sundaram
- Department of Pharmacology, Jawaharlal Institute of Postgraduate Medical Education & Research, Pondicherry 605006, India; (D.N.T.); (R.S.); (R.P.N.)
| | - Niveditha Muralidharan
- Department of Clinical Immunology, Jawaharlal Institute of Postgraduate Medical Education & Research, Pondicherry 605006, India;
| | - Ravi Prasad Nidanapu
- Department of Pharmacology, Jawaharlal Institute of Postgraduate Medical Education & Research, Pondicherry 605006, India; (D.N.T.); (R.S.); (R.P.N.)
| | - Anil Aribandi
- Division of Haemato-Oncology, Care Hospitals, Hyderabad 500019, India;
- American Oncology Institute, Nallagandla Serilingampalli, Hyderabad 500019, India
| | - Suresh Chandra Pradhan
- Department of Pharmacology, Kalinga Institute of Medical Sciences, Bhubaneswar 751024, India;
| | - Chakradhara Rao Satyanarayana Uppugunduri
- Onco-Hematology Unit, Research Platform of Pediatric Onco-Hematology, Department of Paediatrics, Gynaecology and Obstetrics, University Hospitals of Geneva, University of Geneva, 1205 Geneva, Switzerland
- Correspondence: (S.K.); (C.R.S.U.)
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Moriyama T, Liu S, Li J, Meyer J, Zhao X, Yang W, Shao Y, Heath R, Hnízda A, Carroll WL, Yang JJ. Mechanisms of NT5C2-Mediated Thiopurine Resistance in Acute Lymphoblastic Leukemia. Mol Cancer Ther 2019; 18:1887-1895. [PMID: 31358663 DOI: 10.1158/1535-7163.mct-18-1112] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Revised: 02/15/2019] [Accepted: 07/23/2019] [Indexed: 02/02/2023]
Abstract
Relapse remains a formidable challenge for acute lymphoblastic leukemia (ALL). Recently, recurrent mutations in NT5C2 were identified as a common genomic lesion unique in relapsed ALL and were linked to acquired thiopurine resistance. However, molecular mechanisms by which NT5C2 regulates thiopurine cytotoxicity were incompletely understood. To this end, we sought to comprehensively characterize the biochemical and cellular effects of NT5C2 mutations. Compared with wild-type NT5C2, mutant proteins showed elevated 5'-nucleotidase activity with a stark preference of thiopurine metabolites over endogenous purine nucleotides, suggesting neomorphic effects specific to thiopurine metabolism. Expression of mutant NT5C2 mutations also significantly reduced thiopurine uptake in vitro with concomitant increase in efflux of 6-mercaptopurine (MP) metabolites, plausibly via indirect effects on drug transporter pathways. Finally, intracellular metabolomic profiling revealed significant shifts in nucleotide homeostasis induced by mutant NT5C2 at baseline; MP treatment also resulted in global changes in metabolomic profiles with completely divergent effects in cells with mutant versus wild-type NT5C2. Collectively, our data indicated that NT5C2 mutations alter thiopurine metabolism and cellular disposition, but also influence endogenous nucleotide homeostasis and thiopurine-induced metabolomic response. These complex mechanisms contributed to NT5C2-mediated drug resistance in ALL and pointed to potential opportunities for therapeutic targeting in relapsed ALL.
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Affiliation(s)
- Takaya Moriyama
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee.
| | - Shuguang Liu
- Hematology Oncology Center, Beijing Children's Hospital, Capital Medical University, Beijing, China
| | - Jing Li
- Department of Oncology, Pharmacology Core, Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, Michigan
| | - Julia Meyer
- Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco, California
| | - Xujie Zhao
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Wentao Yang
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Youming Shao
- Protein Production Center, St. Jude Children's Hospital, Memphis, Tennessee
| | - Richard Heath
- Protein Production Center, St. Jude Children's Hospital, Memphis, Tennessee
| | - Aleš Hnízda
- Institute of Organic Chemistry and Biochemistry, Academy of Sciences of the Czech Republic, Prague, Czech Republic
| | - William L Carroll
- New York University Cancer Institute, New York University Langone Medical Center, New York, New York.,Department of Pathology, New York University Langone Medical Center, New York, New York.,Department of Pediatrics, New York University Langone Medical Center, New York, New York
| | - Jun J Yang
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee. .,Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
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Precision medicine and health disparities: The case of pediatric acute lymphoblastic leukemia. Nurs Outlook 2019; 67:331-336. [PMID: 31279488 DOI: 10.1016/j.outlook.2019.05.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2019] [Revised: 05/07/2019] [Accepted: 05/12/2019] [Indexed: 12/23/2022]
Abstract
BACKGROUND Precision medicine has uncertain potential to address population health disparities. PURPOSE Case study of disparities in pediatric acute lymphoblastic leukemia (ALL). METHOD Literature-based evaluation of ALL in African American (AA) and European American (EA) children. FINDINGS AA children have a lower incidence of ALL than EA children, experience higher relapse rates, and are more likely to be diagnosed with poor prognostic indicators. Environmental risk exposures for ALL have small effect sizes; data are insufficient to determine their contribution to differences in incidence and prognosis. Differences in prevalence of gene variants associated with treatment response contribute to higher relapse rates in AA children. However, higher relapse rates were not seen in a care setting that eliminated out of pocket costs, used risk-directed therapy, and included rigorous case management. DISCUSSION Unequal access to effective treatment contributes to ALL disparities. Precision medicine can help to define effective treatment for diverse patient populations.
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Genetics and mechanisms of NT5C2-driven chemotherapy resistance in relapsed ALL. Blood 2019; 133:2263-2268. [PMID: 30910786 DOI: 10.1182/blood-2019-01-852392] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Accepted: 03/18/2019] [Indexed: 01/01/2023] Open
Abstract
Mutations in the cytosolic 5' nucleotidase II (NT5C2) gene drive resistance to thiopurine chemotherapy in relapsed acute lymphoblastic leukemia (ALL). Mechanistically, NT5C2 mutant proteins have increased nucleotidase activity as a result of altered activating and autoregulatory switch-off mechanisms. Leukemias with NT5C2 mutations are chemoresistant to 6-mercaptopurine yet show impaired proliferation and self-renewal. Direct targeting of NT5C2 or inhibition of compensatory pathways active in NT5C2 mutant cells may antagonize the emergence of NT5C2 mutant clones driving resistance and relapse in ALL.
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30
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Quantification of Thiopurine Nucleotides in Erythrocytes and Clinical Application to Pediatric Acute Lymphoblastic Leukemia. Ther Drug Monit 2019; 41:75-85. [PMID: 30507626 PMCID: PMC6358190 DOI: 10.1097/ftd.0000000000000575] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Background: Concentrations of 6-thioguanine (6TG) nucleotides and 6-methylmercaptopurine (6MMP) nucleotides in RBCs were measured using liquid chromatography-tandem mass spectrometry (LC-MS/MS). This assay was validated for clinical use and was applied to blood samples from patients taking mercaptopurine (6MP). Methods: RBCs were hemolyzed and deproteinized using perchloric acid, followed by heating for the hydrolysis of nucleotides, and the resultant base was measured using LC-MS/MS. Precision, recovery, linearity, matrix effect, and limit of quantification was validated for clinical application. Our results were compared with another institution's established LC-MS/MS assay. We measured the concentrations of 6TG and 6MMP in RBCs of pediatric patients with acute lymphoblastic leukemia (ALL), and the clinical impact of those metabolites was investigated. Results: The imprecision coefficient of variations of 6TG and 6MMP were 5.7%–8.1%, and the bias was within 5%. Lower limits of quantification were set at 54 ng/mL for 6TG and 1036 ng/mL for 6MMP. Correlation coefficients for 6TG and 6MMP were 0.997 and 1.0 in a comparison study. For clinical proof-of-concept, 74 blood samples were collected from 37 pediatric ALL patients receiving maintenance therapy. Concentration of 6TG ranged from 16.1 to 880 pmol/8 × 108 RBCs and that of 6MMP from 55 to 20,937 pmol/8 × 108 RBCs. The 6MP metabolites were not correlated with WBC or absolute neutrophil count. On the other hand, the higher 6MMP level was associated with elevated alanine aminotransferase and aspartate aminotransferase. Conclusions: In this study, an assay for the quantification of 6TG and 6MMP in RBCs was established and applied to pediatric ALL patients. Interindividual variability in 6MP metabolite concentrations was considerable and associated with elevation of liver enzymes, which may be useful in the clinical monitoring of 6MP maintenance therapy in pediatric ALL patients.
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Yu Y, Mao X, Cheng J, Ji Z, Zhuang J, Liu J, Sun Z, You J. Determination of thiol-containing drugs in human plasma by stable isotope labeling coupled with high performance liquid chromatography-electrospray ionization-tandem mass spectrometry analysis. Microchem J 2018. [DOI: 10.1016/j.microc.2018.07.028] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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The effects of inherited NUDT15 polymorphisms on thiopurine active metabolites in Japanese children with acute lymphoblastic leukemia. Pharmacogenet Genomics 2018; 27:236-239. [PMID: 28445187 DOI: 10.1097/fpc.0000000000000282] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Thiopurines [e.g. mercaptopurine (MP)] are widely used as chemotherapeutic agents in the treatment of pediatric acute lymphoblastic leukemia with dose-limiting hematopoietic toxicity. Recently, germline variants in NUDT15 have been identified as a major genetic cause for MP-related bone marrow suppression, and there is increasing interest in the clinical implementation of NUDT15 genotype-guided MP dose individualization. Therefore, we sought to evaluate the effects of NUDT15 on thiopurine metabolism and identify pharmacologic markers to inform NUDT15 genotype-guided MP dosing. In 55 Japanese children with acute lymphoblastic leukemia, we simultaneously measured both thioguanine nucleotides (TGN) in red blood cells and DNA-incorporated thioguanine (DNA-TG) in white blood cells. TGN levels were significantly lower in patients with NUDT15 deficiency, likely because of toxicity-related MP dose reduction. In contrast, when exposed to the same dose of MP, DNA-TG accumulated more efficiently in vivo with increasing number of risk alleles in NUDT15 (P=4.0×10). Cytosolic TGN and nuclear DNA-TG were correlated positively with each other across genotype groups (P=6.5×10), but the ratio of DNA-TG to TGN was significantly higher in NUDT15-deficient patients (P=3.6×10), consistent with excessive MP activation. In conclusion, our results suggest that DNA-TG is a more relevant MP metabolite than TGN to inform NUDT15 genotype-guided dose adjustments.
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Influence of thiopurine methyltransferase gene polymorphism on Egyptian children with acute lymphoblastic leukaemia. J Genet 2018; 96:905-910. [PMID: 29321348 DOI: 10.1007/s12041-017-0853-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Thiopurine methyltransferase (TPMT) gene polymorphism regulates thiopurine therapeutic efficacy and toxicity. The aim of this study was to determine the influence of TPMT gene polymorphism in Egyptian children with acute lymphoblastic leukaemia (ALL). Sixty-four patients with ALL, T lineage (27%) and pre-B phenotype (73%), who were treated with BFM 90 or CCG 1991 standard risk protocol, and who also experiencedmyleosuppresion toxicity and required interruption and/ormodification of thiopurine chemotherapy were recruited over a year period. Thirty-two patients were on maintenance and another 32 completed their chemotherapy. Seventy healthy age-matched and sex-matched children served as controls. They were subjected to clinical assessment, haematological panel investigations and TPMT gene polymorphism for G238C, G460A and A719G alleles assessment using PCRfollowed byRFLP analysis.Although none of the studied patients had themutantTPMTvariant alleles,myelosuppression toxicity in the form of different degree of neutropenia was detected in all patients. As a result of myelosuppression toxicity, most of the patients needed 6-MP dose modification either once (53.1%), twice (15.6%), or ≥ thrice (25.1%) during their maintenance course and 96.9% of the patients required to stop 6-MP for less than a week (62.5%), up to 2 weeks (28.1%), or > 2 weeks (6.3%). Patients also developed infection who mostly (71%) needed hospitalization. None of the studied G238C, G460A and A719G TPMT variant alleles were detected. Infections and febrile neutropenia were common causes of 6-PM dose modification and interruption.
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Rohan JM, Fukuda T, Alderfer MA, Wetherington Donewar C, Ewing L, Katz ER, Muriel AC, Vinks AA, Drotar D. Measuring Medication Adherence in Pediatric Cancer: An Approach to Validation. J Pediatr Psychol 2017; 42:232-244. [PMID: 27189694 DOI: 10.1093/jpepsy/jsw039] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Accepted: 04/12/2016] [Indexed: 12/27/2022] Open
Abstract
Objective This study described the prospective relationship between pharmacological and behavioral measures of 6-mercaptopurine (6MP) medication adherence in a multisite cohort of pediatric patients diagnosed with cancer ( N = 139). Methods Pharmacological measures (i.e., metabolite concentrations) assessed 6MP intake. Behavioral measures (e.g., electronic monitoring) described adherence patterns over time. Results Three metabolite profiles were identified across 15 months: one group demonstrated low levels of both metabolites (40.8%) consistent with nonadherence and/or suboptimal therapy; two other groups demonstrated metabolite clusters indicative of adequate adherence (59.2%). Those patients whose metabolite profile demonstrated low levels of both metabolites had consistently lower behavioral adherence rates. Conclusions To our knowledge, this was the first study to prospectively validate a pharmacological measure of medication adherence with a behavioral adherence measure in a relatively large sample of pediatric patients with cancer. Using multiple methods of adherence measurement could inform clinical care and target patients in need of intervention.
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Affiliation(s)
- Jennifer M Rohan
- Department of Psychology, University of Cincinnati, Cincinnati, OH, USA.,Center for Adherence and Self-Management, Cincinnati Children's Hospital Medical Center, OH, USA
| | - Tsuyoshi Fukuda
- Department of Pediatrics, University of Cincinnati School of Medicine, OH, USA.,Division of Clinical Pharmacology, Cincinnati Children's Hospital Medical Cente, OH, USA
| | - Melissa A Alderfer
- Division of Oncology, The Children's Hospital of Philadelphia, PA, USA.,Perelman School of Medicine, University of Pennsylvani, Philadelphia, PA, USA
| | - Crista Wetherington Donewar
- Center for Pediatric Psychiatry, Children's Medical Center Dallas, Texas, USA.,UT Southwestern Medical Center, Dallas, Texas, USA
| | - Linda Ewing
- Department of Psychiatry, Western Psychiatric Institute and Clinic, Pittsburgh, PA, USA
| | - Ernest R Katz
- Division of General Pediatrics, Children's Hospital Los Angeles, CA, USA.,Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Anna C Muriel
- Division of Psychosocial Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
| | - Alexander A Vinks
- Department of Pediatrics, University of Cincinnati School of Medicine, OH, USA.,Division of Clinical Pharmacology, Cincinnati Children's Hospital Medical Cente, OH, USA
| | - Dennis Drotar
- Department of Psychology, University of Cincinnati, Cincinnati, OH, USA
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Singh M, Bhatia P, Khera S, Trehan A. Emerging role of NUDT15 polymorphisms in 6-mercaptopurine metabolism and dose related toxicity in acute lymphoblastic leukaemia. Leuk Res 2017; 62:17-22. [DOI: 10.1016/j.leukres.2017.09.012] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2017] [Accepted: 09/24/2017] [Indexed: 01/28/2023]
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Tolbert JA, Bai S, Abdel-Rahman SM, August KJ, Weir SJ, Kearns GL, Neville KA. Pharmacokinetics of two 6-mercaptopurine liquid formulations in children with acute lymphoblastic leukemia. Pediatr Blood Cancer 2017; 64. [PMID: 28295989 DOI: 10.1002/pbc.26465] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Revised: 12/07/2016] [Accepted: 12/22/2016] [Indexed: 11/06/2022]
Abstract
BACKGROUND A liquid formulation of 6-mercaptopurine (6-MP) was recently approved by the Food and Drug Administration (Purixan®) based on bioavailability (BA) data from healthy adults. We examined the pharmacokinetics (PK) and BA of 6-MP in children with acute lymphoblastic leukemia (ALL) comparing a marketed tablet, two extemporaneously prepared liquid formulations, and data from the approved liquid formulation. METHODS Twenty-two children (6-17 years) participated in a randomized two-way, crossover study of two cohorts. Group 1 (n = 11; five males) received a 5 mg/ml liquid formulation and the marketed 50 mg 6-MP tablet on separate occasions, and Group 2 (n = 11; five males) received a 50 mg/ml liquid formulation and the marketed tablet. The usual prescribed 6-MP dose (25-115 mg/m2 ) was given after an 8-hr fast. Serial blood samples were collected over 8 hr postdose. Plasma 6-MP concentrations were determined using a good laboratory practice (GLP)-validated liquid chromatography-tandem mass spectrometry method. PK parameters were calculated using noncompartmental analysis and compared within and between cohorts, and thiopurine methyltransferase (TPMT) genotype was analyzed. RESULTS No patient had a TPMT genotype reflective of a poor metabolizer phenotype. Comparison of PK parameters between 5 and 50 mg/ml treatments revealed significant differences (P <0.05) in AUCN (where AUC is area under the curve), CmaxN , and Tmax . Comparisons within each group revealed significant differences in AUC0-∞ and Tmax in the 5 mg/ml group. CONCLUSIONS Pharmacokinetic profiles of 6-MP established in healthy adults with the approved liquid formulation may not reflect the PK profile in children with ALL. Formulation-specific differences in PK may significantly impact the dose-exposure profile in these children and must be considered.
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Affiliation(s)
- Jaszianne A Tolbert
- Divisions of Hematology/Oncology, Children's Mercy Hospitals and Clinics, Kansas City, Missouri.,Divisions of Clinical Pharmacology, Medical Toxicology, and Therapeutic Innovation, Children's Mercy Hospitals and Clinics, Kansas City, Missouri.,Department of Pediatrics, University of Missouri-Kansas City, Kansas City, Missouri
| | - Shasha Bai
- Arkansas Children's Hospital Research Institute, Arkansas Children's Hospital, Little Rock, Arkansas.,Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Susan M Abdel-Rahman
- Divisions of Clinical Pharmacology, Medical Toxicology, and Therapeutic Innovation, Children's Mercy Hospitals and Clinics, Kansas City, Missouri.,Department of Pediatrics, University of Missouri-Kansas City, Kansas City, Missouri
| | - Keith J August
- Divisions of Hematology/Oncology, Children's Mercy Hospitals and Clinics, Kansas City, Missouri.,Department of Pediatrics, University of Missouri-Kansas City, Kansas City, Missouri
| | - Scott J Weir
- Department of Pharmacology, Toxicology and Therapeutics, University of Missouri-Kansas City, Kansas City, Missouri.,Institute for Advancing Medical Innovation, University of Kansas Medical Center, Kansas City, Kansas.,University of Kansas Cancer CenterKansas City, Kansas
| | - Gregory L Kearns
- Divisions of Clinical Pharmacology, Medical Toxicology, and Therapeutic Innovation, Children's Mercy Hospitals and Clinics, Kansas City, Missouri.,Department of Pediatrics, University of Missouri-Kansas City, Kansas City, Missouri
| | - Kathleen A Neville
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas.,Sections of Clinical Pharmacology and Toxicology, Arkansas Children's Hospital, Little Rock, Arkansas.,Sections of Pediatric Hematology Oncology, Arkansas Children's Hospital, Little Rock, Arkansas
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Liu C, Janke LJ, Yang JJ, Evans WE, Schuetz JD, Relling MV. Differential effects of thiopurine methyltransferase (TPMT) and multidrug resistance-associated protein gene 4 (MRP4) on mercaptopurine toxicity. Cancer Chemother Pharmacol 2017. [PMID: 28623449 DOI: 10.1007/s00280-017-3361-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
PURPOSE Mercaptopurine plays a pivotal role in treatment of acute lymphoblastic leukemia (ALL) and autoimmune diseases, and inter-individual variability in mercaptopurine tolerance can influence treatment outcome. Thiopurine methyltransferase (TPMT) and multi-drug resistant Protein 4 (MRP4) have both been associated with mercaptopurine toxicity in clinical studies, but their relative contributions remain unclear. METHODS We studied the metabolism of and tolerance to mercaptopurine in murine knockout models of Tpmt, Mrp4, and both genes simultaneously. RESULTS Upon mercaptopurine treatment, Tpmt -/- Mrp4 -/- mice had the highest concentration of bone marrow thioguanine nucleotides (8.5 pmol/5 × 106 cells, P = 7.8 × 10-4 compared with 2.7 pmol/5 × 106 cells in wild-types), followed by those with Mrp4 or Tpmt deficiency alone (6.1 and 4.3 pmol/5 × 106 cells, respectively). Mrp4-deficient mice accumulated higher concentrations of methylmercaptopurine metabolites compared with wild-type (76.5 vs. 23.2 pmol/5 × 106 cells, P = 0.027). Mice exposed to a clinically relevant mercaptopurine dosing regimen displayed differences in toxicity and survival among the genotypes. The double knock-out of both genes experienced greater toxicity and shorter survival compared to the single knockout of either Tpmt (P = 1.7 × 10-6) or Mrp4 (P = 7.4 × 10-10). CONCLUSIONS We showed that both Tpmt and Mrp4 influence mercaptopurine disposition and toxicity.
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Affiliation(s)
- Chengcheng Liu
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN, 38105-2794, USA
| | - Laura J Janke
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jun J Yang
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN, 38105-2794, USA
| | - William E Evans
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN, 38105-2794, USA
| | - John D Schuetz
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN, 38105-2794, USA
| | - Mary V Relling
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN, 38105-2794, USA.
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Tanaka Y, Nakadate H, Kondoh K, Nakamura K, Koh K, Manabe A. Interaction between NUDT15 and ABCC4 variants enhances intolerability of 6-mercaptopurine in Japanese patients with childhood acute lymphoblastic leukemia. THE PHARMACOGENOMICS JOURNAL 2017; 18:275-280. [DOI: 10.1038/tpj.2017.12] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2016] [Revised: 03/02/2017] [Accepted: 03/09/2017] [Indexed: 12/25/2022]
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39
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Hepatotoxicity During Maintenance Therapy and Prognosis in Children With Acute Lymphoblastic Leukemia. J Pediatr Hematol Oncol 2017; 39:161-166. [PMID: 28060115 DOI: 10.1097/mph.0000000000000733] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Hepatotoxicity is a known toxicity to treatment of childhood acute lymphoblastic leukemia. Hepatotoxicity occurs during maintenance therapy and is caused by metabolites of 6-Mercaptopurine (6 MP) and Methotrexate (MTX). Our objective was to investigate the association between alanine aminotransferases (ALAT) levels and relapse rate. We included 385 patients enrolled in the NOPHO ALL-92 protocol. Data on ALAT levels, 6 MP and MTX doses, cytotoxic MTX/6 MP metabolites, and thiopurine methyltransferase (TPMT) activity were prospectively registered. In total, 91% of the patients had a mean ALAT (mALAT) level above upper normal limit (40 IU/L) and ALAT levels were positively correlated to 6 MP doses (rs=0.31; P<0.001). In total, 47 patients suffered a relapse, no difference in mALAT levels were found in these compared with nonrelapse patients (median, 107 vs. 98 IU/L; P=0.39). mALAT levels in patients classified as TPMT high activity (TPMT) were higher than in TPMT low-activity patients (median, 103 vs. 82 IU/L; P=0.03). In a Cox regression model risk of relapse was not associated with ALAT levels (P=0.56). ALAT levels increased 2.7%/month during the last year of maintenance therapy (P<0.001). In conclusion, elevated ALAT levels are associated with TPMT and may indicate treatment adherence in these patients. If liver function is normal, elevated ALAT levels should not indicate treatment adaptation.
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Abstract
This article describes the clinical relevance of toxicity of therapies administered to patients with cancer, putting the patient, rather than disease, at the center of the evaluation of safety of anti-cancer therapy. Hence, the implications of adverse events are described from the patient perspective, focusing on the impact of patient safety on quality of life and efficacy of treatment. Issues revolving around other types of safety, such as financial toxicity, are also discussed. The role played by genetics in the assessment of a patient’s risk of adverse events is also discussed, both in relation to the potential of genomic research and in the context of current tools of fruition in clinical care.
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Affiliation(s)
- Federico Innocenti
- Eshelman School of Pharmacy, Center for Pharmacogenomics and Individualized Therapy, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
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Abstract
It is well established that variations in genes can alter the pharmacokinetic and pharmacodynamic profile of a drug and immunological responses to it. Early advances in pharmacogenetics were made with traditional genetic techniques such as functional cloning of genes using knowledge gained from purified proteins, and candidate gene analysis. Over the past decade, techniques for analysing the human genome have accelerated greatly as knowledge and technological capabilities have grown. These techniques were initially focussed on understanding genetic factors of disease, but increasingly they are helping to clarify the genetic basis of variable drug responses and adverse drug reactions (ADRs). We examine genetic methods that have been applied to the understanding of ADRs, review the current state of knowledge of genetic factors that influence ADR development, and discuss how the application of genome-wide association studies and next-generation sequencing approaches is supporting and extending existing knowledge of pharmacogenetic processes leading to ADRs. Such approaches have identified single genes that are major contributing genetic risk factors for an ADR, (such as flucloxacillin and drug-induced liver disease), making pre-treatment testing a possibility. They have contributed to the identification of multiple genetic determinants of a single ADR, some involving both pharmacologic and immunological processes (such as phenytoin and severe cutaneous adverse reactions). They have indicated that rare genetic variants, often not previously reported, are likely to have more influence on the phenotype than common variants that have been traditionally tested for. The problem of genotype/phenotype discordance affecting the interpretation of pharmacogenetic screening and the future of genome-based testing applied to ADRs are also discussed.
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Schmiegelow K, Nersting J, Nielsen SN, Heyman M, Wesenberg F, Kristinsson J, Vettenranta K, Schrøeder H, Weinshilboum R, Jensen KL, Grell K, Rosthoej S. Maintenance therapy of childhood acute lymphoblastic leukemia revisited-Should drug doses be adjusted by white blood cell, neutrophil, or lymphocyte counts? Pediatr Blood Cancer 2016; 63:2104-2111. [PMID: 27447547 DOI: 10.1002/pbc.26139] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2016] [Revised: 06/16/2016] [Accepted: 06/22/2016] [Indexed: 01/01/2023]
Abstract
BACKGROUND 6-Mercaptopurine (6MP) and methotrexate (MTX) based maintenance therapy is a critical phase of childhood acute lymphoblastic leukemia treatment. Wide interindividual variations in drug disposition warrant frequent doses adjustments, but there is a lack of international consensus on dose adjustment guidelines. PROCEDURE To identify relapse predictors, we collected 28,255 data sets on drug doses and blood counts (median: 47/patient) and analyzed erythrocyte (Ery) levels of cytotoxic 6MP/MTX metabolites in 9,182 blood samples (median: 14 samples/patient) from 532 children on MTX/6MP maintenance therapy targeted to a white blood cell count (WBC) of 1.5-3.5 × 109 /l. RESULTS After a median follow-up of 13.8 years for patients in remission, stepwise Cox regression analysis did not find age, average doses of 6MP and MTX, hemoglobin, absolute lymphocyte counts, thrombocyte counts, or Ery levels of 6-thioguanine nucleotides or MTX (including its polyglutamates) to be significant relapse predictors. The parameters significantly associated with risk of relapse (N = 83) were male sex (hazard ratio [HR] 2.0 [1.3-3.1], P = 0.003), WBC at diagnosis (HR = 1.04 per 10 × 109 /l rise [1.00-1.09], P = 0.048), the absolute neutrophil count (ANC; HR = 1.7 per 109 /l rise [1.3-2.4], P = 0.0007), and Ery thiopurine methyltransferase activity (HR = 2.7 per IU/ml rise [1.1-6.7], P = 0.03). WBC was significantly related to ANC (Spearman correlation coefficient, rs = 0.77; P < 0.001), and only a borderline significant risk factor for relapse (HR = 1.28 [95% CI: 1.00-1.64], P = 0.046) when ANC was excluded from the Cox model. CONCLUSIONS This study indicates that a low neutrophil count is likely to be the best hematological target for dose adjustments of maintenance therapy.
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Affiliation(s)
- Kjeld Schmiegelow
- Department of Pediatrics and Adolescent Medicine, The University Hospital Rigshospitalet, Copenhagen, Denmark. .,Faculty of Medicine, Institute of Clinical Medicine, University of Copenhagen, Denmark.
| | - Jacob Nersting
- Department of Pediatrics and Adolescent Medicine, The University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Stine Nygaard Nielsen
- Department of Pediatrics and Adolescent Medicine, The University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Mats Heyman
- Astrid Lindgrens Barnsjukhus, Stockholm, Sweden
| | - Finn Wesenberg
- Department of Pediatric Oncology, The University Hospital Rikshospitalet, Oslo, Norway
| | - Jon Kristinsson
- Department of Pediatric Oncology, The National Hospital, Reykjavik, Iceland
| | - Kim Vettenranta
- Department of Pediatric Oncology, The University Hospital, Helsinki, Finland
| | - Henrik Schrøeder
- Department of Pediatric Oncology, Århus University Hospital, Denmark
| | | | - Katrine Lykke Jensen
- Section of Biostatistics, Department of Public Health, The University of Copenhagen, Copenhagen, Denmark
| | - Kathrine Grell
- Section of Biostatistics, Department of Public Health, The University of Copenhagen, Copenhagen, Denmark
| | - Susanne Rosthoej
- Section of Biostatistics, Department of Public Health, The University of Copenhagen, Copenhagen, Denmark
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Liu C, Yang W, Pei D, Cheng C, Smith C, Landier W, Hageman L, Chen Y, Yang JJ, Crews KR, Kornegay N, Karol SE, Wong FL, Jeha S, Sandlund JT, Ribeiro RC, Rubnitz JE, Metzger ML, Pui CH, Evans WE, Bhatia S, Relling MV. Genomewide Approach Validates Thiopurine Methyltransferase Activity Is a Monogenic Pharmacogenomic Trait. Clin Pharmacol Ther 2016; 101:373-381. [PMID: 27564568 DOI: 10.1002/cpt.463] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2016] [Revised: 07/26/2016] [Accepted: 08/23/2016] [Indexed: 12/11/2022]
Abstract
We performed a genomewide association study (GWAS) of primary erythrocyte thiopurine S-methyltransferase (TPMT) activity in children with leukemia (n = 1,026). Adjusting for age and ancestry, TPMT was the only gene that reached genomewide significance (top hit rs1142345 or 719A>G; P = 8.6 × 10-61 ). Additional genetic variants (in addition to the three single-nucleotide polymorphisms [SNPs], rs1800462, rs1800460, and rs1142345, defining TPMT clinical genotype) did not significantly improve classification accuracy for TPMT phenotype. Clinical mercaptopurine tolerability in 839 patients was related to TPMT clinical genotype (P = 2.4 × 10-11 ). Using 177 lymphoblastoid cell lines (LCLs), there were 251 SNPs ranked higher than the top TPMT SNP (rs1142345; P = 6.8 × 10-5 ), revealing a limitation of LCLs for pharmacogenomic discovery. In a GWAS, TPMT activity in patients behaves as a monogenic trait, further bolstering the utility of TPMT genetic testing in the clinic.
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Affiliation(s)
- C Liu
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - W Yang
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - D Pei
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - C Cheng
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - C Smith
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - W Landier
- School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - L Hageman
- School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Y Chen
- School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - J J Yang
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - K R Crews
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - N Kornegay
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - S E Karol
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - F L Wong
- Department of Population Sciences, City of Hope, Duarte, California, USA
| | - S Jeha
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - J T Sandlund
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - R C Ribeiro
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - J E Rubnitz
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - M L Metzger
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - C-H Pui
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - W E Evans
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - S Bhatia
- School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - M V Relling
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
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Measures of 6-mercaptopurine and methotrexate maintenance therapy intensity in childhood acute lymphoblastic leukemia. Cancer Chemother Pharmacol 2016; 78:983-994. [PMID: 27600880 DOI: 10.1007/s00280-016-3151-2] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2016] [Accepted: 08/26/2016] [Indexed: 02/07/2023]
Abstract
PURPOSE Normal white blood cell counts (WBC) are unknown in children with acute lymphoblastic leukemia (ALL). Accordingly, 6-mercaptopurine (6MP) and methotrexate (MTX) maintenance therapy is adjusted by a common WBC target of 1.5-3.0 × 109/L. Consequently, the absolute degree of myelosuppression is unknown for the individual child and we wanted to evaluate this. METHODS A median of 22 (range 8-27) 6MP/MTX metabolite samples and 100 (range 25-130) blood counts during therapy and 10 (range 2-15) off therapy were collected in 50 children with ALL. Differences between off-therapy and on-therapy WBCs [including absolute neutrophil (ANC) and lymphocyte counts (ALC)] were used to retrospectively approximate the absolute myelosuppression (="delta-") and association with age, sex and 6MP/MTX doses explored. We applied linear mixed models to estimate on-therapy counts by 6MP/MTX metabolites: DNA-incorporated thioguanine nucleotides (DNA-TGN), erythrocyte thioguanine nucleotides (ery-TGN), erythrocyte-methylated 6MP metabolites (ery-MeMP) and erythrocyte MTX polyglutamates with 2-6 glutamate residues (ery-MTXpg2-6). RESULTS On-therapy WBC was correlated with ANC and ALC (r s = 0.84 and r s = 0.33, p values <0.001), whereas ANC was weakly correlated with ALC (r s = -0.11, p < 0.001), and neither significantly correlated with age. Off-therapy ALC, but not ANC, was strongly correlated with age (r s = -0.68 and -0.18, p < 0.001 and p = 0.22). Delta-ALC decreased with increasing age (r s = -0.69, p < 0.001). Incorporation of DNA-TGN was positively associated with ery-TGN (p < 0.001), ery-MeMP (p < 0.001) and ery-MTXpg2-6 (p = 0.047). On-therapy ALC decreased with increasing DNA-TGN level (p < 0.001, model adjusted for off-therapy ALC), whereas on-therapy ANC could not be modeled reliably. CONCLUSION Measurements of 6MP/MTX metabolites could supplement blood counts in assessing therapy intensity, but require prospective validation.
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Smid A, Karas-Kuzelicki N, Jazbec J, Mlinaric-Rascan I. PACSIN2 polymorphism is associated with thiopurine-induced hematological toxicity in children with acute lymphoblastic leukaemia undergoing maintenance therapy. Sci Rep 2016; 6:30244. [PMID: 27452984 PMCID: PMC4958958 DOI: 10.1038/srep30244] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2016] [Accepted: 07/01/2016] [Indexed: 02/07/2023] Open
Abstract
Adequate maintenance therapy for childhood acute lymphoblastic leukemia (ALL), with 6-mercaptopurine as an essential component, is necessary for retaining durable remission. Interruptions or discontinuations of the therapy due to drug-related toxicities, which can be life threatening, may result in an increased risk of relapse. In this retrospective study including 305 paediatric ALL patients undergoing maintenance therapy, we systematically investigated the individual and combined effects of genetic variants of folate pathway enzymes, as well as of polymorphisms in PACSIN2 and ITPA, on drug-induced toxicities by applying a multi-analytical approach including logistic regression (LR), classification and regression tree (CART) and generalized multifactor dimensionality reduction (GMDR). In addition to the TPMT genotype, confirmed to be a major determinant of drug related toxicities, we identified the PACSIN2 rs2413739TT genotype as being a significant risk factor for 6-MP-induced toxicity in wild-type TPMT patients. A gene-gene interaction between MTRR (rs1801394) and MTHFR (rs1801133) was detected by GMDR and proved to have an independent effect on the risk of stomatitis, as shown by LR analysis. To our knowledge, this is the first study showing PACSIN2 genotype association with hematological toxicity in ALL patients undergoing maintenance therapy.
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Affiliation(s)
- Alenka Smid
- Faculty of Pharmacy, University of Ljubljana, Ljubljana, Slovenia
| | | | - Janez Jazbec
- University Children's Hospital, University Medical Centre Ljubljana, Ljubljana, Slovenia
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Fakhoury M, Jacqz-Aigrain E, de Beaumais T, Médard Y. [Not Available]. Therapie 2016; 65:187-93. [PMID: 27392985 DOI: 10.2515/therapie/2010031] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2010] [Accepted: 03/23/2010] [Indexed: 12/25/2022]
Abstract
6-mercaptopurine, a key drug for the treatment of acute lymphoblastic leukaemia in children, is a prodrug metabolized into 6-thioguanine (6-TGN) which are the active compounds and into methylated metabolites, primary by thiopurine S-methyltransferase enzyme (TPMT). This enzyme displays important inter subject variability linked to a genetic polymorphism: when treated with standard doses of thiopurine, TPMT-deficient and heterozygous patients are at great risk for developing severe and potentially life-threatening toxicity (hematopoietic, hepatic, mucositis. . . ) but show a better survival rate while patients with high TPMT activity (wild type) present lower peripheral red blood cells 6-TGN concentrations and a higher risk of leukemia relapse. Genotyping remains crucial before 6-MP administration at diagnosis to identify patients with homozygous mutant TPMT genotype and therefore prevent severe and life-threatening toxicity, and to individualize therapy according to TMPT genotype. Follow-up of ALL treatment should preferentially be based on repeated determinations of intracellular active metabolites (6-thioguanine nucleotides) and methylated metabolites in addition to haematological surveillance.
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Affiliation(s)
- May Fakhoury
- Laboratoire de Pharmacologie Pédiatrique et Pharmacogénétique, Hôpital Robert Debré, Paris, France
| | - Evelyne Jacqz-Aigrain
- Laboratoire de Pharmacologie Pédiatrique et Pharmacogénétique, Hôpital Robert Debré, Paris, France.
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Malbasa T, Kodish E, Santacroce SJ. Adolescent Adherence to Oral Therapy for Leukemia: A Focus Group Study. J Pediatr Oncol Nurs 2016; 24:139-51. [PMID: 17475980 DOI: 10.1177/1043454206298695] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
This secondary qualitative analysis of extant focus group data was performed to develop an understanding of suboptimal adherence to 6-mercaptopurine therapy in adolescents with acute lymphoblastic leukemia. Six participants, aged 16 to 23 years at the time of data collection, were interviewed about their adherence to oral maintenance chemotherapy during their treatment for acute lymphoblastic leukemia. The primary aim of the study was to understand the role of adolescent development in adolescents' perception of adherence to therapy. The secondary aim was to understand how factors other than development, including the features of the disease such as its chronic nature and family involvement, can affect treatment adherence to 6-mercaptopurine. Four broad themes emerged as critical elements in adolescent adherence to oral maintenance therapy: a desire for normalcy, egocentrism, concrete thinking, and parental involvement. Incorporation of these themes into clinical practice with adolescents may help increase adherence and improve clinical outcomes.
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Affiliation(s)
- Tara Malbasa
- Department of Pediatric Hematology/Oncology at Cleveland Clinic Foundation, Cleveland, Ohio, USA.
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48
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Zhang Y, Somtakoune SD, Cheung C, Listiawan M, Feng X. Therapeutic Application of Pharmacogenomics in Oncology. AAPS JOURNAL 2016; 18:819-29. [DOI: 10.1208/s12248-016-9926-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2015] [Accepted: 04/26/2016] [Indexed: 12/18/2022]
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49
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Johnson SG. Leading clinical pharmacogenomics implementation: Advancing pharmacy practice. Am J Health Syst Pharm 2016. [PMID: 26195659 DOI: 10.2146/ajhp140613] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Affiliation(s)
- Samuel G Johnson
- Samuel G. Johnson, Pharm.D., BCPS, FCCP, is Clinical Pharmacy Specialist, Applied Pharmacogenomics, Kaiser Permanente Colorado, Denver, and Clinical Assistant Professor, Department of Clinical Pharmacy, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora
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Roy LM, Zur RM, Uleryk E, Carew C, Ito S, Ungar WJ. Thiopurine S-methyltransferase testing for averting drug toxicity in patients receiving thiopurines: a systematic review. Pharmacogenomics 2016; 17:633-56. [PMID: 27020704 PMCID: PMC4931919 DOI: 10.2217/pgs.16.12] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
AIM Thiopurine S-methyltransferase (TPMT) testing is used in patients receiving thiopurines to identify enzyme deficiencies and risk for adverse drug reactions. It is uncertain whether genotyping is superior to phenotyping. The objectives were to conduct a systematic review of TPMT-test performance studies. MATERIALS & METHODS Electronic and grey literature sources were searched for studies reporting test performance compared with a reference standard. Sixty-six eligible studies were appraised for quality. RESULTS Thirty phenotype-genotype and six phenotype-phenotype comparisons were of high quality. The calculated sensitivity and specificity for genotyping to identify a homozygous mutation ranged from 0.0-100.0% and from 97.8-100.0%, respectively. CONCLUSION Clinical decision-makers require high-quality evidence of clinical validity and clinical utility of TPMT genotyping to ensure appropriate use in patients.
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Affiliation(s)
- Lilla M Roy
- Child Health Evaluative Sciences, The Hospital for Sick Children Research Institute, Toronto, Canada
| | - Richard M Zur
- Child Health Evaluative Sciences, The Hospital for Sick Children Research Institute, Toronto, Canada
| | - Elizabeth Uleryk
- Library Services, The Hospital for Sick Children, Toronto, Canada
| | - Chris Carew
- Centre for Genetic Medicine, The Hospital for Sick Children, Toronto, Canada
| | - Shinya Ito
- Division of Clinical Pharmacology & Toxicology, The Hospital for Sick Children, Toronto, Canada
- Departments of Pharmacology & Pharmacy, Faculty of Medicine Department of Paediatrics, University of Toronto, Canada
| | - Wendy J Ungar
- Child Health Evaluative Sciences, The Hospital for Sick Children Research Institute, Toronto, Canada
- Institute for Health Policy, Management & Evaluation, University of Toronto, Canada
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