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Zheng Y, Yang W, Estepp J, Pei D, Cheng C, Takemoto CM, Inaba H, Jeha S, Pui CH, Relling MV, Karol SE. Genomic analysis of venous thrombosis in children with acute lymphoblastic leukemia from diverse ancestries. Haematologica 2024; 109:53-59. [PMID: 37408475 PMCID: PMC10772501 DOI: 10.3324/haematol.2022.281582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2023] [Accepted: 06/29/2023] [Indexed: 07/07/2023] Open
Abstract
Venous thrombosis is a common adverse effect of modern therapy for acute lymphoblastic leukemia (ALL). Prior studies to identify risks of thrombosis in pediatric ALL have been limited by genetic screens of pre-identified genetic variants or genome- wide association studies (GWAS) in ancestrally uniform populations. To address this, we performed a retrospective cohort evaluation of thrombosis risk in 1,005 children treated for newly diagnosed ALL. Genetic risk factors were comprehensively evaluated from genome-wide single nucleotide polymorphism (SNP) arrays and were evaluated using Cox regression adjusting for identified clinical risk factors and genetic ancestry. The cumulative incidence of thrombosis was 7.8%. In multivariate analysis, older age, T-lineage ALL, and non-O blood group were associated with increased thrombosis while non-low-risk treatment and higher presenting white blood cell count trended toward increased thrombosis. No SNP reached genome-wide significance. The SNP most strongly associated with thrombosis was rs2874964 near RFXAP (G risk allele; P=4x10-7; hazard ratio [HR] =2.8). In patients of non-European ancestry, rs55689276 near the α globin cluster (P=1.28x10-6; HR=27) was most strongly associated with thrombosis. Among GWAS catalogue SNP reported to be associated with thrombosis, rs2519093 (T risk allele, P=4.8x10-4; HR=2.1), an intronic variant in ABO, was most strongly associated with risk in this cohort. Classic thrombophilia risks were not associated with thrombosis. Our study confirms known clinical risk features associated with thrombosis risk in children with ALL. In this ancestrally diverse cohort, genetic risks linked to thrombosis risk aggregated in erythrocyte-related SNP, suggesting the critical role of this tissue in thrombosis risk.
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Affiliation(s)
| | | | - Jeremie Estepp
- Departments of Global Pediatric Medicine; Departments of Hematology
| | | | | | | | - Hiroto Inaba
- Departments of Oncology. St. Jude Children's Research Hospital, Memphis, TN
| | - Sima Jeha
- Departments of Global Pediatric Medicine; Departments of Oncology. St. Jude Children's Research Hospital, Memphis, TN
| | - Ching-Hon Pui
- Departments of Oncology. St. Jude Children's Research Hospital, Memphis, TN
| | | | - Seth E Karol
- Departments of Oncology. St. Jude Children's Research Hospital, Memphis, TN.
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2
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Wang J, Jia WG, Yang LH, Kuang WY, Huang LB, Chen HQ, Wang LN, Zhou DH, Liao N. Clinical summary of pediatric acute lymphoblastic leukemia patients complicated with asparaginase-associated pancreatitis in SCCLG-ALL-2016 protocol. HEMATOLOGY (AMSTERDAM, NETHERLANDS) 2023; 28:2171723. [PMID: 36752506 DOI: 10.1080/16078454.2023.2171723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Abstract
Asparaginase-associated pancreatitis (AAP) is a common and fatal complication after ASNase treatment in acute lymphoblastic leukemia(ALL). Here, a total of 1063 pediatric ALL patients treated with SCCLG-ALL-2016 regimen were collected since October 2016 to June 2020, including 35 patients with AAP. The clinical characteristics of AAP and non-AAP patients were compared. In AAP patients, the possible factors that affected the recurrence of AAP were analyzed, and the possible risk factors related to ALL-relapse were discussed. The results showed that age was a risk factor (P = .017) that affect the occurrence of AAP. In AAP patients, AAP tended to develop after the second use of PEG-ASNase (25.71%). In the follow-up chemotherapy, 17 patients re-exposed to ASNase and 7 cases developed AAP again with a percentage was 41.2%. There were no special factors that related with the recurrence of AAP. This study also found no association between the occurrence of AAP and prognosis of ALL, with the 4-year incidence of ALL relapse in AAP and non-AAP patients were 15.9% v.s.11.7% (HR: 1.009, 95% CI:0.370-2.752, P = .986), and there were no special factors that related with the ALL relapse among AAP patients. Based on the above results, the occurrence of AAP is related to age and should be vigilant after the second use of PEG-ASNase after use in pediatric ALL patients. Moreover, AAP is not associated with ALL relapse, but there is a high AAP recurrence rate when re-exposure to ASNase.
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Affiliation(s)
- Jian Wang
- Children's Medical Center, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, People's Republic of China.,Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat Sen University, Guangzhou, People's Republic of China
| | - Wen-Guang Jia
- Department of Paediatrics, First Affiliated Hospital of Guangxi Medical University, Nanning, People's Republic of China
| | - Li-Hua Yang
- Department of Paediatrics, Zhujiang Hospital of Southern Medical University, Guangzhou, People's Republic of China
| | - Wen-Yong Kuang
- Department of Hematology, Hunan Children's Hospital, Changsha, People's Republic of China
| | - Li-Bin Huang
- Department of Paediatrics, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Hui-Qin Chen
- Department of Paediatrics, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Li-Na Wang
- Department of Paediatrics, Guangzhou First People's Hospital, Guangzhou, People's Republic of China
| | - Dun-Hua Zhou
- Children's Medical Center, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, People's Republic of China.,Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat Sen University, Guangzhou, People's Republic of China
| | - Ning Liao
- Department of Paediatrics, First Affiliated Hospital of Guangxi Medical University, Nanning, People's Republic of China
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Tan YQ, Loh CK, Makpol S. A Review of L-Asparaginase Hypersensitivity in Paediatric Acute Lymphoblastic Leukaemia Patients with Regard to the Measurement of Anti-Asparaginase Antibodies and Their Genetic Predisposition. Malays J Med Sci 2023; 30:40-51. [PMID: 37928798 PMCID: PMC10624446 DOI: 10.21315/mjms2023.30.5.4] [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: 02/24/2022] [Accepted: 05/22/2022] [Indexed: 11/07/2023] Open
Abstract
L-asparaginase is effective as part of the first line childhood acute lymphoblastic leukaemia (ALL) treatment regimen but suffers the risk of antibody production causing immune-mediated sequelae. This article aimed to describe the clinical implication of L-asparaginase hypersensitivity and review the types of antibodies and genetic polymorphisms contributing to it. Clinical or subclinical L-asparaginase hypersensitivity may lead to suboptimum therapeutic effect and jeopardise the clinical outcome in ALL children. Anti-asparaginase antibodies immunoglobulin (Ig)G, IgM and IgE were identified in the L-asparaginase hypersensitivities. Enzyme-linked immunosorbent assay (ELISA) is commonly used to quantify the IgG and IgM levels. The role of IgE in mediating L-asparaginase hypersensitivity is contradictory. Moreover, the presence of antibodies may not necessarily correlate inversely with the L-asparaginase efficacies in some studies. Patients with specific genetic variants have been shown to be more susceptible to clinical hypersensitivity of L-asparaginase. With the advance of technology, gene polymorphisms have been identified among Caucasians using whole-genome or exon sequencing, but the evidence is scanty among Asians. There is lack of pre-clinical study models that could help in understanding the pathophysiological pathway co-relating the gene expression and anti-asparaginase antibody formation. In conclusion, future research studies are required to fill the current gap in understanding the immune mediated reactions towards L-asparaginase upon its administration and its potential impact to the disease outcome.
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Affiliation(s)
- Yan Qi Tan
- Department of Paediatrics, Faculty of Medicine, Universiti Kebangsaan Malaysia Medical Centre, Kuala Lumpur, Malaysia
| | - C-Khai Loh
- Department of Paediatrics, Faculty of Medicine, Universiti Kebangsaan Malaysia Medical Centre, Kuala Lumpur, Malaysia
| | - Suzana Makpol
- Department of Biochemistry, Faculty of Medicine, Universiti Kebangsaan Malaysia Medical Centre, Kuala Lumpur, Malaysia
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Mootoosamy C, Kondyli M, Serfaty SA, Tremblay DÉ, Gagné V, Ribère M, Laverdière C, Leclerc JM, Sinnett D, Tran TH, Krajinovic M. IL16 and factor V gene variations are associated with asparaginase-related thrombosis in childhood acute lymphoblastic leukemia patients. Pharmacogenomics 2023; 24:199-206. [PMID: 36946317 DOI: 10.2217/pgs-2022-0164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2023] Open
Abstract
Aim: We previously conducted exome-wide association study in acute lymphoblastic leukemia patients and identified association of five SNPs with asparaginase-related thrombosis. Here we aimed to replicate these findings in an independent patient cohort and through analyses in vitro. Patients & methods: SNPs located in IL16, MYBBP1A, PKD2L1, RIN3 and MPEG1 genes were analyzed in patients receiving Dana-Farber Cancer Institute acute lymphoblastic leukemia treatment protocols 05-001 and 11-001. Thrombophilia-related variations were also analysed. Results: IL16 rs11556218 conferred higher risk of thrombosis and higher in vitro sensitivity to asparaginase. The association was modulated by the treatment protocol, risk group and immunophenotype. A crosstalk between factor V Leiden, non-O blood groups and higher risk of thrombosis was also seen. Conclusion: IL16 and factor V Leiden variations are implicated in asparaginase-related thrombosis.
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Affiliation(s)
- Covida Mootoosamy
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T 1C5, Canada
- Department of Pharmacology & Physiology, Faculty of Medicine, University of Montreal, Montreal, QC, H3T 1J4, Canada
| | - Maria Kondyli
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T 1C5, Canada
| | - Sophie Annaelle Serfaty
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T 1C5, Canada
- Department of Pharmacology & Physiology, Faculty of Medicine, University of Montreal, Montreal, QC, H3T 1J4, Canada
| | - David-Étienne Tremblay
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T 1C5, Canada
| | - Vincent Gagné
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T 1C5, Canada
| | - Maïté Ribère
- Department of Biological Sciences, Faculty of Art & Science, University of Montreal, Montreal, QC, H3T 1J4, Canada
| | - Caroline Laverdière
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T 1C5, Canada
- Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, QC, H3T 1J4, Canada
| | - Jean-Marie Leclerc
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T 1C5, Canada
- Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, QC, H3T 1J4, Canada
| | - Daniel Sinnett
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T 1C5, Canada
- Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, QC, H3T 1J4, Canada
| | - Thai Hoa Tran
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T 1C5, Canada
- Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, QC, H3T 1J4, Canada
| | - Maja Krajinovic
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T 1C5, Canada
- Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, QC, H3T 1J4, Canada
- Department of Pharmacology & Physiology, Faculty of Medicine, University of Montreal, Montreal, QC, H3T 1J4, Canada
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5
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Tsai CY, Saito T, Sarangdhar M, Abu-El-Haija M, Wen L, Lee B, Yu M, Lipata DA, Manohar M, Barakat MT, Contrepois K, Tran TH, Theoret Y, Bo N, Ding Y, Stevenson K, Ladas EJ, Silverman LB, Quadro L, Anthony TG, Jegga AG, Husain SZ. A systems approach points to a therapeutic role for retinoids in asparaginase-associated pancreatitis. Sci Transl Med 2023; 15:eabn2110. [PMID: 36921036 PMCID: PMC10205044 DOI: 10.1126/scitranslmed.abn2110] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 02/22/2023] [Indexed: 03/17/2023]
Abstract
Among drug-induced adverse events, pancreatitis is life-threatening and results in substantial morbidity. A prototype example is the pancreatitis caused by asparaginase, a crucial drug used to treat acute lymphoblastic leukemia (ALL). Here, we used a systems approach to identify the factors affecting asparaginase-associated pancreatitis (AAP). Connectivity Map analysis of the transcriptomic data showed that asparaginase-induced gene signatures were potentially reversed by retinoids (vitamin A and its analogs). Analysis of a large electronic health record database (TriNetX) and the U.S. Federal Drug Administration Adverse Events Reporting System demonstrated a reduction in AAP risk with concomitant exposure to vitamin A. Furthermore, we performed a global metabolomic screening of plasma samples from 24 individuals with ALL who developed pancreatitis (cases) and 26 individuals with ALL who did not develop pancreatitis (controls), before and after a single exposure to asparaginase. Screening from this discovery cohort revealed that plasma carotenoids were lower in the cases than in controls. This finding was validated in a larger external cohort. A 30-day dietary recall showed that the cases received less dietary vitamin A than the controls did. In mice, asparaginase administration alone was sufficient to reduce circulating and hepatic retinol. Based on these data, we propose that circulating retinoids protect against pancreatic inflammation and that asparaginase reduces circulating retinoids. Moreover, we show that AAP is more likely to develop with reduced dietary vitamin A intake. The systems approach taken for AAP provides an impetus to examine the role of dietary vitamin A supplementation in preventing or treating AAP.
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Affiliation(s)
- Cheng-Yu Tsai
- Division of Pediatric Gastroenterology, Department of Pediatrics, Stanford University, Palo Alto, CA, 94304, USA
| | - Toshie Saito
- Division of Pediatric Gastroenterology, Department of Pediatrics, Stanford University, Palo Alto, CA, 94304, USA
| | - Mayur Sarangdhar
- Division of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, 45229, USA
- Division of Oncology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, 45229, USA
| | - Maisam Abu-El-Haija
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, 45229, USA
- Division of Pediatric Gastroenterology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, 45229, USA
| | - Li Wen
- Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100006, China
| | - Bomi Lee
- Division of Pediatric Gastroenterology, Department of Pediatrics, Stanford University, Palo Alto, CA, 94304, USA
| | - Mang Yu
- Division of Pediatric Gastroenterology, Department of Pediatrics, Stanford University, Palo Alto, CA, 94304, USA
| | - Den A. Lipata
- Division of Pediatric Gastroenterology, Department of Pediatrics, Stanford University, Palo Alto, CA, 94304, USA
| | - Murli Manohar
- Division of Pediatric Gastroenterology, Department of Pediatrics, Stanford University, Palo Alto, CA, 94304, USA
| | - Monique T. Barakat
- Division of Pediatric Gastroenterology, Department of Pediatrics, Stanford University, Palo Alto, CA, 94304, USA
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University, Palo Alto, CA, 94304, USA
| | - Kévin Contrepois
- Department of Genetics, School of Medicine, Stanford University, Palo Alto, CA, 94304, USA
| | - Thai Hoa Tran
- Division of Pediatric Hematology Oncology, Charles-Bruneau Cancer Center, CHU Sainte-Justine, Montreal, QC, H3T 1C5, Canada
| | - Yves Theoret
- Département Clinique de Médecine de Laboratoire, Secteur Pharmacologie Clinique, Optilab Montréal - CHU Sainte-Justine, Montreal, H3T 1C5, Canada
| | - Na Bo
- Department of Biostatistics, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Ying Ding
- Department of Biostatistics, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Kristen Stevenson
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, MA, 02115, USA
| | - Elena J. Ladas
- Division of Pediatric Hematology/Oncology/Stem Cell Transplant, Columbia University Irving Medical Center, New York, NY, 10032, USA
- Institute of Human Nutrition, Columbia University, New York, NY, 10032, USA
| | - Lewis B. Silverman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, 02115, USA
- Division of Pediatric Hematology-Oncology, Boston, Children’s Hospital, Boston, MA, 02115, USA
| | - Loredana Quadro
- Department of Food Science, Rutgers Center for Lipid Research and the New Jersey Institute for Food, Nutrition and Health, Rutgers University, New Brunswick, NJ, 08901, USA
| | - Tracy G. Anthony
- Department of Nutritional Sciences and the New Jersey Institute for Food, Nutrition and Health, Rutgers University, New Brunswick, NJ, 08901, USA
| | - Anil G. Jegga
- Division of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, 45229, USA
| | - Sohail Z. Husain
- Division of Pediatric Gastroenterology, Department of Pediatrics, Stanford University, Palo Alto, CA, 94304, USA
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Bernsen EC, Hanff LM, Haveman LM, Tops BBJ, van der Lee M, Swen JJ, Huitema ADR, Diekstra MHM. Genetic variants found in paediatric oncology patients with severe chemotherapy-induced toxicity: A case series. J Oncol Pharm Pract 2022:10781552221137302. [DOI: 10.1177/10781552221137302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Paediatric oncology patients who develop severe chemotherapy-induced toxicity that requires dose reduction, delay or termination of treatment are at risk of decreased treatment efficacy. Previous research has provided evidence that genetic variants in TPMT, NUDT15, UGT1A1 and DPYD are associated with toxicity of anticancer drugs. This led to pharmacogenetic guidelines that are integrated into clinical practice in paediatric oncology. Recently, novel genetic variants have been associated with a higher risk of developing chemotherapy-induced toxicity. In this case series, we selected 21 novel variants and genotyped these in nine patients with excessive chemotherapy-induced toxicity using whole exome sequencing or micro-array data. We observed that six out of nine patients carried at least one variant that, according to recent studies, potentially increased the risk of developing methotrexate- or vincristine-induced toxicity. As patient-derived genetic data are becoming widely accessible in paediatric oncology, these variants could potentially enter clinical practice to mitigate chemotherapy-induced toxicity.
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Affiliation(s)
- EC Bernsen
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
- Department of Pharmacology, The Netherlands Cancer Institute—Antoni van Leeuwenhoek, Amsterdam, The Netherlands
| | - LM Hanff
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
- Department of Pharmacology, The Netherlands Cancer Institute—Antoni van Leeuwenhoek, Amsterdam, The Netherlands
| | - LM Haveman
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - BBJ Tops
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
- Department of Diagnostic Laboratory
| | - M van der Lee
- Department of Clinical Pharmacy and Toxicology, Leiden University Medical Center, Leiden, The Netherlands
| | - JJ Swen
- Department of Clinical Pharmacy and Toxicology, Leiden University Medical Center, Leiden, The Netherlands
| | - ADR Huitema
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
- Department of Pharmacology, The Netherlands Cancer Institute—Antoni van Leeuwenhoek, Amsterdam, The Netherlands
- Department Pharmacy & Pharmacology, The Netherlands Cancer Institute—Antoni van Leeuwenhoek, Amsterdam, The Netherlands
- Department of Clinical Pharmacy, University Medical Center Utrecht, Utrecht, The Netherlands
| | - MHM Diekstra
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
- Department of Pharmacology, The Netherlands Cancer Institute—Antoni van Leeuwenhoek, Amsterdam, The Netherlands
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Clinical insights into drug-associated pancreatic injury. Curr Opin Gastroenterol 2022; 38:482-486. [PMID: 35916322 DOI: 10.1097/mog.0000000000000865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
PURPOSE OF REVIEW Drug-induced pancreatitis is one of the top three causes of acute pancreatitis. A drug exposure is traditionally determined to be the cause of pancreatitis only after other possible and common causes of pancreatitis have been excluded. RECENT FINDINGS In this review, we challenge this traditional notion of drug-induced pancreatitis as a diagnosis of exclusion. Instead, we propose to shift the paradigm of conceptualizing what we term drug-associated pancreatic injury (DAPI); as a continuum of pancreatic injury that can be concomitant with other risk factors. The aims of this targeted review are to harness recent literature to build a foundation for conceptualizing DAPI, to highlight specific drugs associated with DAPI, and to describe a framework for future studies of DAPI. SUMMARY Our hope is that probing and characterizing the mechanisms underlying the various types of DAPI will lead to safer use of the DAPI-inducing drugs by minimizing the adverse event of pancreatitis.
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Chen CB, Chang HH, Chou SW, Yang YL, Lu MY, Jou ST, Chen HL, Ni YH, Lin DT, Chang MH, Wu JF. Acute pancreatitis in children with acute lymphoblastic leukemia correlates with L-asparaginase dose intensity. Pediatr Res 2022; 92:459-465. [PMID: 34718353 DOI: 10.1038/s41390-021-01796-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 09/24/2021] [Accepted: 10/06/2021] [Indexed: 11/09/2022]
Abstract
BACKGROUND L-Asparaginase (L-Asp) is an important therapeutic for childhood acute lymphoblastic leukemia (ALL). Asparaginase-associated pancreatitis (AAP) is a severe complication of L-Asp related to the dosage. We investigated the incidence of, and risk factors for, AAP in pediatric patients with ALL. METHODS From January 2002 to December 2018, pediatric patients with ALL treated at National Taiwan University Hospital were enrolled in this study. The diagnosis of AAP was based on the criteria of the Ponte di Legno Toxicity Working Group. RESULTS Of the 353 patients enrolled in this study, 14 (4.0%) developed AAP. The incidence of AAP in ALL patients was significantly higher after treatment with the 2013 protocol compared with the 2002 protocol of the Taiwan Pediatric Oncology Group (9.5% vs. 1.3%). Multivariate analysis showed that a high peak L-Asp dose intensity (>45,000 U/m2/month) and older age at diagnosis (>6.8 years) were independently predictive of AAP development. CONCLUSIONS The incidence of acute pancreatitis in childhood ALL was correlated more strongly with the peak dose intensity than with the cumulative dose of L-Asp. These results could be used to reduce the treatment-related complications of ALL. IMPACT L-Asparaginase is an important therapeutic for childhood acute lymphoblastic leukemia, and the accumulated dosage of L-asparaginase is considered as a major risk factor of asparaginase-associated pancreatitis. This article demonstrated that the incidence of pancreatitis correlates with the dose-intensity of L-asparaginase, but not the accumulated dosage. Identification of patient group with high risk of pancreatitis could lead to early diagnosis and reduce the complication. This finding could aid in developing further new protocol or therapeutic strategy design to reduce treatment-related complications and improve clinical outcomes of childhood acute lymphoblastic leukemia.
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Affiliation(s)
- Chi-Bo Chen
- Department of Pediatrics, National Taiwan University Hospital Hsin-Chu Branch, Hsin-Chu, Taiwan
| | - Hsiu-Hao Chang
- Department of Pediatrics, National Taiwan University Hospital and National Taiwa University, College of Medicine, Taipei, Taiwan.
| | - Shu-Wei Chou
- Department of Pediatrics, National Taiwan University Hospital and National Taiwa University, College of Medicine, Taipei, Taiwan
| | - Yung-Li Yang
- Department of Pediatrics, National Taiwan University Hospital and National Taiwa University, College of Medicine, Taipei, Taiwan
| | - Meng-Yao Lu
- Department of Pediatrics, National Taiwan University Hospital and National Taiwa University, College of Medicine, Taipei, Taiwan
| | - Shiann-Tarng Jou
- Department of Pediatrics, National Taiwan University Hospital and National Taiwa University, College of Medicine, Taipei, Taiwan
| | - Huey-Ling Chen
- Department of Pediatrics, National Taiwan University Hospital and National Taiwa University, College of Medicine, Taipei, Taiwan
| | - Yen-Hsuan Ni
- Department of Pediatrics, National Taiwan University Hospital and National Taiwa University, College of Medicine, Taipei, Taiwan
| | - Dong-Tsamn Lin
- Department of Pediatrics, National Taiwan University Hospital and National Taiwa University, College of Medicine, Taipei, Taiwan
| | - Mei-Hwei Chang
- Department of Pediatrics, National Taiwan University Hospital and National Taiwa University, College of Medicine, Taipei, Taiwan
| | - Jia-Feng Wu
- Department of Pediatrics, National Taiwan University Hospital and National Taiwa University, College of Medicine, Taipei, Taiwan.
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9
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Abaji R, Roux V, Yssaad IR, Kalegari P, Gagné V, Gioia R, Ferbeyre G, Beauséjour C, Krajinovic M. Characterization of the impact of the MYBBP1A gene and rs3809849 on asparaginase sensitivity and cellular functions. Pharmacogenomics 2022; 23:415-430. [PMID: 35485735 DOI: 10.2217/pgs-2022-0010] [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] [Indexed: 11/21/2022] Open
Abstract
Aims: To investigate the role of MYBBP1A gene and rs3809849 in pancreatic cancer (PANC1) and lymphoblastic leukemia (NALM6) cell lines and their response to asparaginase treatment. Materials & methods: The authors applied CRISPR-Cas9 to produce MYBBP1A knock-out (KO) and rs3809849 knock-in (KI) cell lines. The authors also interrogated rs3809849's impact on PANC1 cells through allele-specific overexpression. Results: PANC1 MYBBP1A KO cells exhibited lower proliferation capacity (p ≤ 0.05), higher asparaginase sensitivity (p = 0.01), reduced colony-forming potential (p = 0.001), cell cycle blockage in S phase, induction of apoptosis and remarkable morphology changes suggestive of an epithelial-mesenchymal transition. Overexpression of the wild-type (but not the mutant) allele of MYBBP1A-rs3809849 in PANC1 cells increased asparaginase sensitivity. NALM6 MYBBP1A KO displayed resistance to asparaginase (p < 0.0001), whereas no effect for rs3809849 KI was noted. Conclusions:MYBBP1A is important for regulating various cellular functions, and it plays, along with its rs3809849 polymorphism, a tissue-specific role in asparaginase treatment response.
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Affiliation(s)
- Rachid Abaji
- CHU Sainte-Justine Research Center, Montreal, QC, H3T 1C5, Canada
- Department of Pharmacology & Physiology, University of Montreal, Montreal, QC, H3T 1J4, Canada
| | - Vincent Roux
- CHU Sainte-Justine Research Center, Montreal, QC, H3T 1C5, Canada
| | - Ismahène Reguieg Yssaad
- CHU Sainte-Justine Research Center, Montreal, QC, H3T 1C5, Canada
- Department of Pharmacology & Physiology, University of Montreal, Montreal, QC, H3T 1J4, Canada
| | - Paloma Kalegari
- Department of Biochemistry & Molecular Medicine, University of Montreal, Montreal, QC, H3T 1J4, Canada
- University of Montreal Hospital Research Centre (CRCHUM), University of Montreal, Montreal, QC, H2X 0A9, Canada
| | - Vincent Gagné
- CHU Sainte-Justine Research Center, Montreal, QC, H3T 1C5, Canada
| | - Romain Gioia
- CHU Sainte-Justine Research Center, Montreal, QC, H3T 1C5, Canada
| | - Gerardo Ferbeyre
- Department of Biochemistry & Molecular Medicine, University of Montreal, Montreal, QC, H3T 1J4, Canada
- University of Montreal Hospital Research Centre (CRCHUM), University of Montreal, Montreal, QC, H2X 0A9, Canada
| | - Christian Beauséjour
- CHU Sainte-Justine Research Center, Montreal, QC, H3T 1C5, Canada
- Department of Pharmacology & Physiology, University of Montreal, Montreal, QC, H3T 1J4, Canada
| | - Maja Krajinovic
- CHU Sainte-Justine Research Center, Montreal, QC, H3T 1C5, Canada
- Department of Pharmacology & Physiology, University of Montreal, Montreal, QC, H3T 1J4, Canada
- Department of Pediatrics, University of Montreal, Montreal, QC, H3T 1C5, Canada
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10
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Nielsen RL, Wolthers BO, Helenius M, Albertsen BK, Clemmensen L, Nielsen K, Kanerva J, Niinimäki R, Frandsen TL, Attarbaschi A, Barzilai S, Colombini A, Escherich G, Aytan-Aktug D, Liu HC, Möricke A, Samarasinghe S, van der Sluis IM, Stanulla M, Tulstrup M, Yadav R, Zapotocka E, Schmiegelow K, Gupta R. Can Machine Learning Models Predict Asparaginase-associated Pancreatitis in Childhood Acute Lymphoblastic Leukemia. J Pediatr Hematol Oncol 2022; 44:e628-e636. [PMID: 35226426 PMCID: PMC8946594 DOI: 10.1097/mph.0000000000002292] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 06/21/2021] [Indexed: 11/26/2022]
Abstract
Asparaginase-associated pancreatitis (AAP) frequently affects children treated for acute lymphoblastic leukemia (ALL) causing severe acute and persisting complications. Known risk factors such as asparaginase dosing, older age and single nucleotide polymorphisms (SNPs) have insufficient odds ratios to allow personalized asparaginase therapy. In this study, we explored machine learning strategies for prediction of individual AAP risk. We integrated information on age, sex, and SNPs based on Illumina Omni2.5exome-8 arrays of patients with childhood ALL (N=1564, 244 with AAP 1.0 to 17.9 yo) from 10 international ALL consortia into machine learning models including regression, random forest, AdaBoost and artificial neural networks. A model with only age and sex had area under the receiver operating characteristic curve (ROC-AUC) of 0.62. Inclusion of 6 pancreatitis candidate gene SNPs or 4 validated pancreatitis SNPs boosted ROC-AUC somewhat (0.67) while 30 SNPs, identified through our AAP genome-wide association study cohort, boosted performance (0.80). Most predictive features included rs10273639 (PRSS1-PRSS2), rs10436957 (CTRC), rs13228878 (PRSS1/PRSS2), rs1505495 (GALNTL6), rs4655107 (EPHB2) and age (1 to 7 y). Second AAP following asparaginase re-exposure was predicted with ROC-AUC: 0.65. The machine learning models assist individual-level risk assessment of AAP for future prevention trials, and may legitimize asparaginase re-exposure when AAP risk is predicted to be low.
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Affiliation(s)
- Rikke L. Nielsen
- Departments of Health Technology
- Department of Pediatrics and Adolescent Medicine, University Hospital Rigshospitalet
- Sino-Danish Center for Education and Research, University of Chinese Academy of Sciences, Huairou, China
| | - Benjamin O. Wolthers
- Department of Pediatrics and Adolescent Medicine, University Hospital Rigshospitalet
| | | | - Birgitte K. Albertsen
- Department of Pediatrics and Adolescent Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Line Clemmensen
- Department of Applied Mathematics and Computer Science, Kgs. Lyngby
| | - Kasper Nielsen
- Center for Biological Sequence Analysis, Technical University of Denmark
| | - Jukka Kanerva
- Children’s Hospital, Helsinki University Central Hospital, University of Helsinki, Helsinki
| | - Riitta Niinimäki
- Oulu University Hospital, Department of Children and Adolescents, and University of Oulu, PEDEGO Research Unit, Oulu, Finland
| | - Thomas L. Frandsen
- Department of Pediatrics and Adolescent Medicine, University Hospital Rigshospitalet
| | - Andishe Attarbaschi
- Department of Pediatric Hematology and Oncology, St Anna Children’s Hospital and Department of Pediatric and Adolescent Medicine, Medical University of Vienna, Wien, Austria
| | - Shlomit Barzilai
- Pediatric Hematology and Oncology, Schneider Children’s Medical Center of Israel, Petah-Tikva, Israel and Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv-Yafo, Israel
| | - Antonella Colombini
- Department of Pediatrics, Ospedale San Gerardo, University of Milano-Bicocca, Fondazione MBBM, Monza, Italy
| | - Gabriele Escherich
- Clinic of Pediatric Hematology and Oncology, University Medical Center Eppendorf, Hamburg
| | | | - Hsi-Che Liu
- Division of Pediatric Hematology-Oncology, Mackay Memorial Hospital, Taipei, Taiwan
| | - Anja Möricke
- Department of Pediatrics, Christian-Albrechts-University Kiel and University Medical Center Schleswig-Holstein, Kiel
| | | | - Inge M. van der Sluis
- Dutch Childhood Oncology Group, The Hague and Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Martin Stanulla
- Department of Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | - Morten Tulstrup
- Department of Pediatrics and Adolescent Medicine, University Hospital Rigshospitalet
| | - Rachita Yadav
- Center for Biological Sequence Analysis, Technical University of Denmark
| | - Ester Zapotocka
- Department of Pediatric Hematology/Oncology, University Hospital Motol, Prague, Czech Republic
| | - Kjeld Schmiegelow
- Department of Pediatrics and Adolescent Medicine, University Hospital Rigshospitalet
- Institute of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen
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11
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Luo A, Yang L, Li M, Cai M, Huang A, Liu X, Yang X, Yan Y, Wang X, Wu X, Huang K, Huang L, Liu S, Xu L, Liu X. Genetic Variants in METTL14 are Associated with the Risk of Acute Lymphoblastic Leukemia in Southern Chinese Children: A Five-Center Case-Control Study. Cancer Manag Res 2021; 13:9189-9200. [PMID: 34934362 PMCID: PMC8684373 DOI: 10.2147/cmar.s335925] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Accepted: 11/12/2021] [Indexed: 12/25/2022] Open
Abstract
Background/Aim Acute lymphoblastic leukemia (ALL) is the most common form of pediatric cancer. METTL14, an N6-methyladenosine (m6A) modification protein, plays several roles in cancer development and is involved in the pathogenesis of various types of cancers. However, the role of METTL14 gene single nucleotide polymorphisms (SNPs) in pediatric ALL susceptibility remains to be investigated. Methods A case-control design and multinomial logistic regression were used to develop models to estimate the overall risk for pediatric ALL and three METTL14 gene SNPs (rs298982 G/A, rs298981 A/G and rs1064034 T/A) in 808 cases and 1340 controls, which were genotyped using a TaqMan assay. The associations were estimated by odds ratios (ORs) with their 95% confidence intervals (CIs). Furthermore, stratified analysis was performed to explore associations of rs298982 and rs1064034 with pediatric ALL susceptibility in terms of age, sex, immunophenotype, minimal residual disease (MRD), and other clinical characteristics. Results Among the three analyzed SNPs, rs298982 G/A and rs1064034 T/A exhibited a significant association with decreased childhood ALL risk, while rs298981 A/G exhibited no difference. In stratified analysis, rs298982 GA/AA and rs1064034 TA/AA had a protective effect in children <120 months of age and males, common B ALL, TEL-AML, non gene fusion, normal diploid, and high WBC. However, the rs1064034 TA/AA genotype was associated with an increased risk of mixed immunophenotyping. Compared with the reference haplotype GAT, haplotypes CAA, CGT and CGA were significantly associated with elevated ALL risk, while haplotype GGT was significantly associated decreased ALL risk. Moreover, subjects carrying rs298982 A or rs1064034 A exhibited less minimal MRD after induced chemotherapy. Functional annotations revealed that METTL14 gene SNPs rs298982 G/A and rs1064034 T/A could be potential functional variants. Conclusion In conclusion, METTL14 gene polymorphisms influence the risk of ALL in southern Chinese children and might be potential biomarkers for pediatric ALL susceptibility and chemotherapeutics.
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Affiliation(s)
- Ailing Luo
- Department of Hematology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, Guangdong, People's Republic of China
| | - Lihua Yang
- Pediatric Center of Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, People's Republic of China
| | - Ming Li
- The Emergency Department of Zhuzhou Central Hospital, Zhuzhou, Hunan, People's Republic of China
| | - Mansi Cai
- Department of Hematology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, Guangdong, People's Republic of China
| | - Amin Huang
- Department of Medical Oncology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People's Republic of China
| | - Xiaodan Liu
- Division of Birth Cohort Study, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, Guangdong, People's Republic of China
| | - Xu Yang
- Department of Hematology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, Guangdong, People's Republic of China
| | - Yaping Yan
- Department of Hematology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, Guangdong, People's Republic of China
| | - Xueliang Wang
- Department of Hematology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, Guangdong, People's Republic of China
| | - Xuedong Wu
- Department of Pediatrics, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, People's Republic of China
| | - Ke Huang
- Department of Pediatrics, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People's Republic of China
| | - Libin Huang
- Pediatrics Department, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People's Republic of China
| | - Shanshan Liu
- Department of Hematology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, Guangdong, People's Republic of China
| | - Ling Xu
- Department of Hematology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, Guangdong, People's Republic of China
| | - Xiaoping Liu
- Department of Hematology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, Guangdong, People's Republic of China
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12
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Douer D, Gökbuget N, Stock W, Boissel N. Optimizing use of L-asparaginase–based treatment of adults with acute lymphoblastic leukemia. Blood Rev 2021; 53:100908. [DOI: 10.1016/j.blre.2021.100908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 11/04/2021] [Accepted: 11/08/2021] [Indexed: 01/19/2023]
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13
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Asparaginase-Associated Pancreatitis in Pediatric Patients with Acute Lymphoblastic Leukemia: Current Perspectives. Paediatr Drugs 2021; 23:457-463. [PMID: 34351604 DOI: 10.1007/s40272-021-00463-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/25/2021] [Indexed: 10/20/2022]
Abstract
Asparaginase therapy is a vital agent in the treatment of acute lymphoblastic leukemia (ALL), with increasing evidence of its high importance in high-risk ALL populations. However, despite the clear clinical and biological benefits of asparaginase therapy, many patients experience toxicities. A well-known treatment-limiting toxicity is asparaginase-associated pancreatitis (AAP). If severe, it necessitates discontinuation of asparaginase therapy, which can lead to a higher risk of relapse in patients with ALL. New protocols for ALL therapy have increased overall total doses of asparaginase therapy in select high-risk populations and have incorporated longer half-life formulations of pegylated asparaginase. Treatment drug monitoring has also allowed assurance of adequate levels of asparagine depletion throughout treatment. It is currently unknown if these changes will increase rates of AAP. Interestingly, important pharmacogenomics data, such as single nucleotide polymorphisms, can identify patients at the highest risk for severe AAP. The incidence of AAP in recent trials, current pharmacogenomic data that could further our understanding of the disease, and the importance of cautiously re-exposing patients to further asparaginase treatment after an initial episode of AAP are discussed.
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14
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Bélanger V, Benmoussa A, Napartuk M, Warin A, Laverdière C, Marcoux S, Levy E, Marcil V. The Role of Oxidative Stress and Inflammation in Cardiometabolic Health of Children During Cancer Treatment and Potential Impact of Key Nutrients. Antioxid Redox Signal 2021; 35:293-318. [PMID: 33386063 DOI: 10.1089/ars.2020.8143] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Significance: The 5-year survival rate of childhood cancers is now reaching 84%. However, treatments cause numerous acute and long-term side effects. These include cardiometabolic complications, namely hypertension, dyslipidemia, hyperglycemia, insulin resistance, and increased fat mass. Recent Advances: Many antineoplastic treatments can induce oxidative stress (OxS) and trigger an inflammatory response, which may cause acute and chronic side effects. Critical Issues: Clinical studies have reported a state of heightened OxS and inflammation during cancer treatment in children as the result of treatment cytotoxic action on both cancerous and noncancerous cells. Higher levels of OxS and inflammation are associated with treatment side effects and with the development of cardiometabolic complications. Key nutrients (omega-3 polyunsaturated fatty acids, dietary antioxidants, probiotics, and prebiotics) have the potential to modulate inflammatory and oxidative responses and, therefore, could be considered in the search for adverse complication prevention means as long as antineoplastic treatment efficiency is maintained. Future Directions: There is a need to better understand the relationship between cardiometabolic complications, OxS, inflammation and diet during pediatric cancer treatment, which represents the ultimate goal of this review. Antioxid. Redox Signal. 35, 293-318.
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Affiliation(s)
- Véronique Bélanger
- Research Centre, CHU Sainte-Justine University Health Centre, Montreal, Canada.,Department of Nutrition, Université de Montréal, Montreal, Canada.,Institute of Nutrition and Functional Foods, Laval University, Quebec City, Canada
| | - Abderrahim Benmoussa
- Research Centre, CHU Sainte-Justine University Health Centre, Montreal, Canada.,Department of Nutrition, Université de Montréal, Montreal, Canada.,Institute of Nutrition and Functional Foods, Laval University, Quebec City, Canada
| | - Mélanie Napartuk
- Research Centre, CHU Sainte-Justine University Health Centre, Montreal, Canada.,Department of Nutrition, Université de Montréal, Montreal, Canada.,Institute of Nutrition and Functional Foods, Laval University, Quebec City, Canada
| | - Alexandre Warin
- Research Centre, CHU Sainte-Justine University Health Centre, Montreal, Canada
| | | | - Sophie Marcoux
- Department of Public Health & Preventive Medicine, Université de Montréal, Montreal, Canada
| | - Emile Levy
- Research Centre, CHU Sainte-Justine University Health Centre, Montreal, Canada.,Department of Nutrition, Université de Montréal, Montreal, Canada.,Institute of Nutrition and Functional Foods, Laval University, Quebec City, Canada.,Department of Pediatrics, Université de Montréal, Montreal, Canada
| | - Valérie Marcil
- Research Centre, CHU Sainte-Justine University Health Centre, Montreal, Canada.,Department of Nutrition, Université de Montréal, Montreal, Canada.,Institute of Nutrition and Functional Foods, Laval University, Quebec City, Canada
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15
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Franca R, Zudeh G, Lucafò M, Rabusin M, Decorti G, Stocco G. Genome wide association studies for treatment-related adverse effects of pediatric acute lymphoblastic leukemia. WIREs Mech Dis 2020; 13:e1509. [PMID: 33016644 DOI: 10.1002/wsbm.1509] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2020] [Revised: 08/01/2020] [Accepted: 09/04/2020] [Indexed: 12/14/2022]
Abstract
Acute lymphoblastic leukemia (ALL) is the most common pediatric hematological malignancy; notwithstanding the success of ALL therapy, severe adverse drugs effects represent a serious issue in pediatric oncology, because they could be both an additional life threatening condition for ALL patients per se and a reason to therapy delay or discontinuation with important fallouts on final outcome. Cancer treatment-related toxicities have generated a significant need of finding predictive pharmacogenomic markers for the a priori identification of at risk patients. In the era of precision medicine, high throughput genomic screening such as genome wide association studies (GWAS) might provide useful markers to tailor therapy intensity on patients' genetic profile. Furthermore, these findings could be useful in basic research for better understanding the mechanistic and regulatory pathways of the biological functions associated with ALL treatment toxicities. The purpose of this review is to give an overview of high throughput genomic screening of the last 10 years that had investigated the landscape of ALL treatment-associated toxicities. This article is categorized under: Cancer > Genetics/Genomics/Epigenetics.
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Affiliation(s)
- Raffaella Franca
- Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy
| | - Giulia Zudeh
- University of Trieste, PhD Course in Reproductive and Developmental Sciences, Trieste, Italy
| | - Marianna Lucafò
- Institute for Maternal and Child Health I.R.C.C.S Burlo Garofolo, Trieste, Italy
| | - Marco Rabusin
- Institute for Maternal and Child Health I.R.C.C.S Burlo Garofolo, Trieste, Italy
| | - Giuliana Decorti
- Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy.,Institute for Maternal and Child Health I.R.C.C.S Burlo Garofolo, Trieste, Italy
| | - Gabriele Stocco
- Department of Life Sciences, University of Trieste, Trieste, Italy
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16
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de Souza VH, de Alencar JB, Tiyo BT, Alves HV, Vendramini ECL, Sell AM, Visentainer JEL. Association of functional IL16 polymorphisms with cancer and cardiovascular disease: a meta-analysis. Oncotarget 2020; 11:3405-3417. [PMID: 32934782 PMCID: PMC7486693 DOI: 10.18632/oncotarget.27715] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2020] [Accepted: 08/05/2020] [Indexed: 12/24/2022] Open
Abstract
INTRODUCTION Interleukin-16 (IL-16) is a chemotactic cytokine that is found to increase in Cancer and cardiovascular diseases (CVD). Single nucleotide polymorphisms (SNPs) in IL16 were associated with diseases. Thus, we conducted a systematic review and meta-analysis to evaluate possible associations between IL16 rs4778889, rs11556218, rs4072111, and rs1131445 SNPs and the risk for cancer or CVD. MATERIALS AND METHODS This study was performed according to the PRISMA statement. Medline, Web of Science, and Scopus databases were systematically reviewed, and a meta-analysis was conducted. RESULTS The analysis comprised 6386 individuals with cancer and 2415 with CVD. The SNP rs11556218 was significantly associated with an increased risk for cancer in Chinese in different genetic inheritance models. Also, to the best of our knowledge, this is the first meta-analysis to show an association of rs4778889 with an increased risk of gastric cancer and rs11556218 with an increased risk of CVD in Chinese. CONCLUSIONS Our meta-analysis suggested that the SNPs rs11556218 and rs4778889 of IL16 were associated with an increased risk for cancer in Chinese and rs11556218 with increased risk for CVD in Chinese, highlighting the need for further studies on the impact of these polymorphisms on cancer treatment and surveillance.
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Affiliation(s)
- Victor Hugo de Souza
- Post Graduation Program in Biosciences and Physiopathology, Department of Clinical Analysis and Biomedicine, State University of Maringá, Paraná, Brazil
| | - Josiane Bazzo de Alencar
- Post Graduation Program in Biosciences and Physiopathology, Department of Clinical Analysis and Biomedicine, State University of Maringá, Paraná, Brazil
| | - Bruna Tiaki Tiyo
- Post Graduation Program in Biosciences and Physiopathology, Department of Clinical Analysis and Biomedicine, State University of Maringá, Paraná, Brazil
| | - Hugo Vicentin Alves
- Post Graduation Program in Biosciences and Physiopathology, Department of Clinical Analysis and Biomedicine, State University of Maringá, Paraná, Brazil
| | - Evelyn Castillo Lima Vendramini
- Post Graduation Program in Biosciences and Physiopathology, Department of Clinical Analysis and Biomedicine, State University of Maringá, Paraná, Brazil
| | - Ana Maria Sell
- Post Graduation Program in Biosciences and Physiopathology, Department of Clinical Analysis and Biomedicine, State University of Maringá, Paraná, Brazil.,Laboratory of Immunogenetics, Basic Health Sciences Department, State University of Maringá, Paraná, Brazil
| | - Jeane Eliete Laguila Visentainer
- Post Graduation Program in Biosciences and Physiopathology, Department of Clinical Analysis and Biomedicine, State University of Maringá, Paraná, Brazil.,Laboratory of Immunogenetics, Basic Health Sciences Department, State University of Maringá, Paraná, Brazil
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17
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The role of asparagine synthetase on nutrient metabolism in pancreatic disease. Pancreatology 2020; 20:1029-1034. [PMID: 32800652 DOI: 10.1016/j.pan.2020.08.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 07/31/2020] [Accepted: 08/02/2020] [Indexed: 12/11/2022]
Abstract
The pancreas avidly takes up and synthesizes the amino acid asparagine (Asn), in part, to maintain an active translational machinery that requires incorporation of the amino acid. The de novo synthesis of Asn in the pancreas occurs through the enzyme asparagine synthetase (ASNS). The pancreas has the highest expression of ASNS of any organ, and it can further upregulate ASNS expression in the setting of amino acid depletion. ASNS expression is driven by an intricate feedback network within the integrated stress response (ISR), which includes the amino acid response (AAR) and the unfolded protein response (UPR). Asparaginase is a cancer chemotherapeutic drug that depletes plasma Asn. However, asparaginase-associated pancreatitis (AAP) is a major medical problem and could be related to pancreatic Asn depletion. In this review, we will provide an overview of ASNS and then describe its role in pancreatic health and in the exocrine disorders of pancreatitis and pancreatic cancer. We will offer the overarching perspective that a high abundance of ASNS expression is hardwired in the exocrine pancreas to buffer the high demands of Asn for pancreatic digestive enzyme protein synthesis, that perturbations in the ability to express or upregulate ASNS could tip the balance towards pancreatitis, and that pancreatic cancers exploit ASNS to gain a metabolic survival advantage.
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18
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Baruchel A, Brown P, Rizzari C, Silverman L, van der Sluis I, Wolthers BO, Schmiegelow K. Increasing completion of asparaginase treatment in childhood acute lymphoblastic leukaemia (ALL): summary of an expert panel discussion. ESMO Open 2020; 5:e000977. [PMID: 32967920 PMCID: PMC7513670 DOI: 10.1136/esmoopen-2020-000977] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Accepted: 08/10/2020] [Indexed: 02/02/2023] Open
Abstract
Insufficient exposure to asparaginase therapy is a barrier to optimal treatment and survival in childhood acute lymphoblastic leukaemia (ALL). Three important reasons for inactivity or discontinuation of asparaginase therapy are infusion related reactions (IRRs), pancreatitis and life-threatening central nervous system (CNS). For IRRs, real-time therapeutic drug monitoring (TDM) and premedication are important aspects to be considered. For pancreatitis and CNS thrombosis one key question is if patients should be re-exposed to asparaginase after their occurrence.An expert panel met during the Congress of the International Society for Paediatric Oncology in Lyon in October 2019 to discuss strategies for diminishing the impact of these three toxicities. The panel agreed that TDM is particularly useful for optimising asparaginase treatment and that when a tight pharmacological monitoring programme is established premedication could be implemented more broadly to minimise the risk of IRR. Re-exposure to asparaginase needs to be balanced against the anticipated risk of leukemic relapse. However, more prospective data are needed to give clear recommendations if to re-expose patients to asparaginase after the occurrence of severe pancreatitis and CNS thrombosis.
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Affiliation(s)
- André Baruchel
- Université de Paris, APHP, Hôpital Universitaire Robert-Debré, Paris, France.
| | - Patrick Brown
- Johns Hopkins Medicine Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland, USA
| | | | | | - Inge van der Sluis
- Princess Maxima Center for Pediatric Oncology, Utrecht, Utrecht, Netherlands
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19
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Maamari D, El-Khoury H, Saifi O, Muwakkit SA, Zgheib NK. Implementation of Pharmacogenetics to Individualize Treatment Regimens for Children with Acute Lymphoblastic Leukemia. Pharmgenomics Pers Med 2020; 13:295-317. [PMID: 32848445 PMCID: PMC7429230 DOI: 10.2147/pgpm.s239602] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Accepted: 07/20/2020] [Indexed: 12/28/2022] Open
Abstract
Despite major advances in the management and high cure rates of childhood acute lymphoblastic leukemia (ALL), patients still suffer from many drug-induced toxicities, sometimes necessitating dose reduction, or halting of cytotoxic drugs with a secondary risk of disease relapse. In addition, investigators have noted significant inter-individual variability in drug toxicities and disease outcomes, hence the role of pharmacogenetics (PGx) in elucidating genetic polymorphisms in candidate genes for the optimization of disease management. In this review, we present the PGx data in association with main toxicities seen in children treated for ALL in addition to efficacy, with a focus on the most plausible germline PGx variants. We then follow with a summary of the highest evidence drug-gene annotations with suggestions to move forward in implementing preemptive PGx for the individualization of treatment regimens for children with ALL.
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Affiliation(s)
- Dimitri Maamari
- Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Habib El-Khoury
- Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Omran Saifi
- Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Samar A Muwakkit
- Department of Pediatrics and Adolescent Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Nathalie K Zgheib
- Department of Pharmacology and Toxicology, American University of Beirut, Faculty of Medicine, Beirut, Lebanon
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20
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Bernsen EC, Hagleitner MM, Kouwenberg TW, Hanff LM. Pharmacogenomics as a Tool to Limit Acute and Long-Term Adverse Effects of Chemotherapeutics: An Update in Pediatric Oncology. Front Pharmacol 2020; 11:1184. [PMID: 32848787 PMCID: PMC7421781 DOI: 10.3389/fphar.2020.01184] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Accepted: 07/21/2020] [Indexed: 12/14/2022] Open
Abstract
In the past decades, new cancer treatments have been introduced in pediatric oncology leading to improvement in clinical outcomes and survival rates. However, due to inter-individual differences, some children experience severe chemotherapy-induced toxicities or a poor clinical outcome. An explanation for the diversity in response to chemotherapy is genetic variation, leading to differences in expression and activity of metabolizing and transport enzymes as well as drug targets. Pharmacogenetic testing has emerged as a promising tool to predict and limit acute and long-term adverse effects in patients. However, in pediatric oncology, limited number of patients and a considerable diversity in study results complicate the interpretation of test results and its clinical relevance. With this review, we provide an overview of new developments over the past four years regarding relevant polymorphisms related to toxicity in pediatric oncology. The following chemotherapeutics and associated toxicities are discussed: alkylating agents, anthracyclines, asparaginase, methotrexate, platinum compounds, steroids, thiopurines, topoisomerase inhibitors, and vinca alkaloids. Our review identifies several questions regarding the role of genetic variants in chemotherapy-induced toxicities. Ambiguities in the literature stem from small population sizes, differences in (statistical) interpretation and variations in sequencing technologies as well as different clinical outcome definitions. Standardization of clinical outcome data and toxicity definitions within electronic health records combined with the increased availability of genomic sequence techniques in clinical practice will help to validate these models in upcoming years.
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Affiliation(s)
- Emma C. Bernsen
- Pharmacy, Princess Máxima Centre for Pediatric Oncology, Utrecht, Netherlands
| | - Melanie M. Hagleitner
- Department of Pediatric Hemato-oncology, Princess Máxima Centre for Pediatric Oncology, Utrecht, Netherlands
| | - Theodorus W. Kouwenberg
- Department of Pediatric Hemato-oncology, Princess Máxima Centre for Pediatric Oncology, Utrecht, Netherlands
| | - Lidwien M. Hanff
- Pharmacy, Princess Máxima Centre for Pediatric Oncology, Utrecht, Netherlands
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21
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Mateos MK, Tulstrup M, Quinn MC, Tuckuviene R, Marshall GM, Gupta R, Mayoh C, Wolthers BO, Barbaro PM, Ruud E, Sutton R, Huttunen P, Revesz T, Trakymiene SS, Barbaric D, Tedgård U, Giles JE, Alvaro F, Jonsson OG, Mechinaud F, Saks K, Catchpoole D, Kotecha RS, Dalla-Pozza L, Chenevix-Trench G, Trahair TN, MacGregor S, Schmiegelow K. Genome-Wide Association Meta-Analysis of Single-Nucleotide Polymorphisms and Symptomatic Venous Thromboembolism during Therapy for Acute Lymphoblastic Leukemia and Lymphoma in Caucasian Children. Cancers (Basel) 2020; 12:E1285. [PMID: 32438682 PMCID: PMC7280960 DOI: 10.3390/cancers12051285] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2020] [Revised: 05/11/2020] [Accepted: 05/14/2020] [Indexed: 12/22/2022] Open
Abstract
Symptomatic venous thromboembolism (VTE) occurs in five percent of children treated for acute lymphoblastic leukemia (ALL), but whether a genetic predisposition exists across different ALL treatment regimens has not been well studied. METHODS We undertook a genome-wide association study (GWAS) meta-analysis for VTE in consecutively treated children in the Nordic/Baltic acute lymphoblastic leukemia 2008 (ALL2008) cohort and the Australian Evaluation of Risk of ALL Treatment-Related Side-Effects (ERASE) cohort. A total of 92 cases and 1481 controls of European ancestry were included. RESULTS No SNPs reached genome-wide significance (p < 5 × 10-8) in either cohort. Among the top 34 single-nucleotide polymorphisms (SNPs) (p < 1 × 10-6), two loci had concordant effects in both cohorts: ALOX15B (rs1804772) (MAF: 1%; p = 3.95 × 10-7) that influences arachidonic acid metabolism and thus platelet aggregation, and KALRN (rs570684) (MAF: 1%; p = 4.34 × 10-7) that has been previously associated with risk of ischemic stroke, atherosclerosis, and early-onset coronary artery disease. CONCLUSION This represents the largest GWAS meta-analysis conducted to date associating SNPs to VTE in children and adolescents treated on childhood ALL protocols. Validation of these findings is needed and may then lead to patient stratification for VTE preventive interventions. As VTE hemostasis involves multiple pathways, a more powerful GWAS is needed to detect combination of variants associated with VTE.
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Affiliation(s)
- Marion K Mateos
- Kids Cancer Centre, Sydney Children's Hospital Randwick, Sydney, NSW 2031, Australia
- School of Women and Children's Health, University of New South Wales (UNSW), Sydney, NSW 2052, Australia
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia
| | - Morten Tulstrup
- Department of Pediatrics and Adolescent Medicine, University Hospital Rigshospitalet, 2100 Copenhagen, Denmark
| | - Michael Cj Quinn
- Statistical Genetics Laboratory, QIMR Berghofer Medical Research Institute, Herston, Brisbane, QLD 4006, Australia
| | - Ruta Tuckuviene
- Department of Pediatrics, Aalborg University Hospital, Hobrovej 18-22, 9000 Aalborg, Denmark
| | - Glenn M Marshall
- Kids Cancer Centre, Sydney Children's Hospital Randwick, Sydney, NSW 2031, Australia
- School of Women and Children's Health, University of New South Wales (UNSW), Sydney, NSW 2052, Australia
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia
| | - Ramneek Gupta
- Department of Health Technology, Technical University of Denmark, 2800 Kongens Lyngby, Denmark
| | - Chelsea Mayoh
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia
| | - Benjamin O Wolthers
- Department of Pediatrics and Adolescent Medicine, University Hospital Rigshospitalet, 2100 Copenhagen, Denmark
| | - Pasquale M Barbaro
- Children's Medical Research Institute, University of Sydney, Westmead, Sydney, NSW 2145, Australia
- Queensland Children's Hospital, Brisbane, QLD 4101, Australia
| | - Ellen Ruud
- Department of Pediatric Hematology and Oncology, Division of Pediatric and Adolescent Medicine, Oslo University Hospital, 0424 Oslo, Norway
- Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, 0318 Oslo, Norway
| | - Rosemary Sutton
- School of Women and Children's Health, University of New South Wales (UNSW), Sydney, NSW 2052, Australia
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia
| | - Pasi Huttunen
- Department of Pediatric Hematology, Oncology and Stem Cell Transplantation, New Children's Hospital, Helsinki University Hospital, Stenbäckinkatu 9, 00290 Helsinki, Finland
| | - Tamas Revesz
- Women's and Children's Hospital, North Adelaide, SA 5006, Australia
| | - Sonata S Trakymiene
- Children's Hospital, Affiliate of Vilnius University Hospital Santaros Klinikos, Santariškių Str. 7, LT-08406 Vilnius, Lithuania
| | - Draga Barbaric
- Kids Cancer Centre, Sydney Children's Hospital Randwick, Sydney, NSW 2031, Australia
| | - Ulf Tedgård
- Department of Pediatric Hematology and Oncology, Skåne University Hospital, Lasarettsgatan 48, 221 85 Lund, Sweden
- Department of Clinical Sciences Lund, Pediatrics, Lund University, Sölvegatan 19, BMC F12 Lund, Sweden
| | - Jodie E Giles
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia
| | - Frank Alvaro
- John Hunter Children's Hospital, Newcastle, NSW 2305, Australia
- School of Medicine and Public Health, University of Newcastle, University Drive Callaghan, Newcastle, NSW 2308, Australia
| | - Olafur G Jonsson
- Children's Hospital, Barnaspitali Hringsins, Landspitali University Hospital, Hringbraut 101, 101 Reykjavik, Iceland
| | - Françoise Mechinaud
- The Royal Children's Hospital, Parkville, Melbourne, VIC 3052, Australia
- Unite Hematologie Immunologie, Hopital universitaire Robert-Debre, 75019 Paris, France
| | - Kadri Saks
- Department of Hematology and Oncology, Tallinn Children's Hospital, 13419 Tallinn, Estonia
| | - Daniel Catchpoole
- Tumour Bank, Children's Cancer Research Unit, The Children's Hospital at Westmead, Westmead Sydney, NSW 2145, Australia
| | - Rishi S Kotecha
- Perth Children's Hospital, Nedlands, Perth, WA 6009, Australia
- Telethon Kids Cancer Centre, Telethon Kids Institute, University of Western Australia, Nedlands Perth, WA 6009, Australia
- School of Pharmacy and Biomedical Sciences, Curtin University, Bentley, Perth, WA 6102, Australia
| | - Luciano Dalla-Pozza
- Cancer Centre for Children, The Children's Hospital at Westmead, Westmead, Sydney, NSW 2145, Australia
- Children's Cancer Research Unit, The Children's Hospital at Westmead, Westmead, Sydney, NSW 2145, Australia
| | - Georgia Chenevix-Trench
- Cancer Genetics Laboratory, QIMR Berghofer Medical Research Institute, Herston, Brisbane, QLD 4006, Australia
| | - Toby N Trahair
- Kids Cancer Centre, Sydney Children's Hospital Randwick, Sydney, NSW 2031, Australia
- School of Women and Children's Health, University of New South Wales (UNSW), Sydney, NSW 2052, Australia
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia
| | - Stuart MacGregor
- Statistical Genetics Laboratory, QIMR Berghofer Medical Research Institute, Herston, Brisbane, QLD 4006, Australia
| | - Kjeld Schmiegelow
- Department of Pediatrics and Adolescent Medicine, University Hospital Rigshospitalet, 2100 Copenhagen, Denmark
- Institute of Clinical Medicine, Faculty of Medicine, University of Copenhagen, 2200 Copenhagen, Denmark
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22
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Gagné V, St-Onge P, Beaulieu P, Laverdière C, Leclerc JM, Tran TH, Sallan SE, Neuberg D, Silverman LB, Sinnett D, Krajinovic M. HLA alleles associated with asparaginase hypersensitivity in childhood ALL: a report from the DFCI Consortium. Pharmacogenomics 2020; 21:541-547. [PMID: 32372697 DOI: 10.2217/pgs-2019-0195] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Aim: To evaluate the association between human leukocyte antigen (HLA) alleles and native Escherichia coli asparaginase hypersensitivity (AH) in children with acute lymphoblastic leukemia (ALL) who received Dana-Farber Cancer Institute treatment protocols. Patients & methods: HLA-DQA1, HLA-DRB1 and HLA-DQB1 alleles were retrieved from available whole exome sequencing data of a subset of childhood ALL patients from Quebec ALL cohort and analyzed for an association with AH. PCR assay was developed to analyze associated alleles in the entire discovery and replication cohorts. Results: Two alleles in linkage disequilibrium (HLA-DRB1*07:01 and DQA1*02:01) were associated with AH. Additional analyses, performed to distinguish between HLA-DRB1*07:01 haplotypes with and without DQB1*02:02 allele, showed that the association was dependent on the presence of DQB1*02:02. Conclusion: This study confirms the implication of HLA-DRB1*07:01, DQA1*02:01 and DQB1*02:02 alleles in developing AH in childhood ALL.
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Affiliation(s)
- Vincent Gagné
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, Quebec, H3T 1C5, Canada
| | - Pascal St-Onge
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, Quebec, H3T 1C5, Canada
| | - Patrick Beaulieu
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, Quebec, H3T 1C5, Canada
| | - Caroline Laverdière
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, Quebec, H3T 1C5, Canada.,Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, Quebec, H3T 1J4, Canada
| | - Jean-Marie Leclerc
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, Quebec, H3T 1C5, Canada.,Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, Quebec, H3T 1J4, Canada
| | - Thai H Tran
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, Quebec, H3T 1C5, Canada.,Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, Quebec, H3T 1J4, Canada
| | - Stephen E Sallan
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Children's Hospital, Boston, MA 02115, USA
| | - Donna Neuberg
- Department of Biostatistics & Computational Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Lewis B Silverman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Children's Hospital, Boston, MA 02115, USA
| | - Daniel Sinnett
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, Quebec, H3T 1C5, Canada.,Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, Quebec, H3T 1J4, Canada
| | - Maja Krajinovic
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, Quebec, H3T 1C5, Canada.,Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, Quebec, H3T 1J4, Canada.,Department of Pharmacology & physiology, Faculty of Medicine, University of Montreal, Montreal, Quebec, H3T 1J4, Canada
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23
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Gagné V, Aubry-Morin A, Plesa M, Abaji R, Petrykey K, St-Onge P, Beaulieu P, Laverdière C, Alos N, Leclerc JM, Sallan SE, Neuberg D, Kutok JL, Silverman LB, Sinnett D, Krajinovic M. Genes identified through genome-wide association studies of osteonecrosis in childhood acute lymphoblastic leukemia patients. Pharmacogenomics 2019; 20:1189-1197. [PMID: 31686588 DOI: 10.2217/pgs-2019-0087] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: To evaluate top-ranking genes identified through genome-wide association studies for an association with corticosteroid-related osteonecrosis in children with acute lymphoblastic leukemia (ALL) who received Dana-Farber Cancer Institute treatment protocols. Patients & methods: Lead SNPs from these studies, as well as other variants in the same genes, pooled from whole exome sequencing data, were analyzed for an association with osteonecrosis in childhood ALL patients from Quebec cohort. Top-ranking variants were verified in the replication patient group. Results: The analyses of variants in the ACP1-SH3YL1 locus derived from whole exome sequencing data showed an association of several correlated SNPs (rs11553746, rs2290911, rs7595075, rs2306060 and rs79716074). The rs79716074 defines *B haplotype of the APC1 gene, which is well known for its functional role. Conclusion: This study confirms implication of the ACP1 gene in the treatment-related osteonecrosis in childhood ALL and identifies novel, potentially causal variant of this complication.
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Affiliation(s)
- Vincent Gagné
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, QC H3T 1C5, Canada
| | - Anne Aubry-Morin
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, QC H3T 1C5, Canada
| | - Maria Plesa
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, QC H3T 1C5, Canada.,Department of Pharmacology, Faculty of Medicine, University of Montreal, Montreal, QC H3T 1J4, Canada
| | - Rachid Abaji
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, QC H3T 1C5, Canada.,Department of Pharmacology, Faculty of Medicine, University of Montreal, Montreal, QC H3T 1J4, Canada
| | - Kateryna Petrykey
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, QC H3T 1C5, Canada.,Department of Pharmacology, Faculty of Medicine, University of Montreal, Montreal, QC H3T 1J4, Canada
| | - Pascal St-Onge
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, QC H3T 1C5, Canada
| | - Patrick Beaulieu
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, QC H3T 1C5, Canada
| | - Caroline Laverdière
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, QC H3T 1C5, Canada.,Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, QC H3T 1J4, Canada
| | - Nathalie Alos
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, QC H3T 1C5, Canada.,Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, QC H3T 1J4, Canada
| | - Jean-Marie Leclerc
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, QC H3T 1C5, Canada.,Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, QC H3T 1J4, Canada
| | - Stephen E Sallan
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Children's Hospital, Boston, MA 02115, USA
| | - Donna Neuberg
- Department of Biostatistics & Computational Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Jeffery L Kutok
- Department of Pathology, Brigham & Women's Hospital, Boston, MA 02215, USA
| | - Lewis B Silverman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Children's Hospital, Boston, MA 02115, USA
| | - Daniel Sinnett
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, QC H3T 1C5, Canada.,Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, QC H3T 1J4, Canada
| | - Maja Krajinovic
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, University of Montreal, Montreal, QC H3T 1C5, Canada.,Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, QC H3T 1J4, Canada.,Department of Pharmacology, Faculty of Medicine, University of Montreal, Montreal, QC H3T 1J4, Canada
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24
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Pavlovic S, Kotur N, Stankovic B, Zukic B, Gasic V, Dokmanovic L. Pharmacogenomic and Pharmacotranscriptomic Profiling of Childhood Acute Lymphoblastic Leukemia: Paving the Way to Personalized Treatment. Genes (Basel) 2019; 10:E191. [PMID: 30832275 PMCID: PMC6471971 DOI: 10.3390/genes10030191] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Revised: 02/23/2019] [Accepted: 02/25/2019] [Indexed: 02/07/2023] Open
Abstract
Personalized medicine is focused on research disciplines which contribute to the individualization of therapy, like pharmacogenomics and pharmacotranscriptomics. Acute lymphoblastic leukemia (ALL) is the most common malignancy of childhood. It is one of the pediatric malignancies with the highest cure rate, but still a lethal outcome due to therapy accounts for 1%⁻3% of deaths. Further improvement of treatment protocols is needed through the implementation of pharmacogenomics and pharmacotranscriptomics. Emerging high-throughput technologies, including microarrays and next-generation sequencing, have provided an enormous amount of molecular data with the potential to be implemented in childhood ALL treatment protocols. In the current review, we summarized the contribution of these novel technologies to the pharmacogenomics and pharmacotranscriptomics of childhood ALL. We have presented data on molecular markers responsible for the efficacy, side effects, and toxicity of the drugs commonly used for childhood ALL treatment, i.e., glucocorticoids, vincristine, asparaginase, anthracyclines, thiopurines, and methotrexate. Big data was generated using high-throughput technologies, but their implementation in clinical practice is poor. Research efforts should be focused on data analysis and designing prediction models using machine learning algorithms. Bioinformatics tools and the implementation of artificial i Lack of association of the CEP72 rs924607 TT genotype with intelligence are expected to open the door wide for personalized medicine in the clinical practice of childhood ALL.
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Affiliation(s)
- Sonja Pavlovic
- Laboratory for Molecular Biomedicine, Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, 11000 Belgrade, Serbia.
| | - Nikola Kotur
- Laboratory for Molecular Biomedicine, Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, 11000 Belgrade, Serbia.
| | - Biljana Stankovic
- Laboratory for Molecular Biomedicine, Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, 11000 Belgrade, Serbia.
| | - Branka Zukic
- Laboratory for Molecular Biomedicine, Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, 11000 Belgrade, Serbia.
| | - Vladimir Gasic
- Laboratory for Molecular Biomedicine, Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, 11000 Belgrade, Serbia.
| | - Lidija Dokmanovic
- University Children's Hospital, 11000 Belgrade, Serbia.
- University of Belgrade, Faculty of Medicine, 11000 Belgrade, Serbia.
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25
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Handa A, Nozaki T, Makidono A, Okabe T, Morita Y, Fujita K, Matsusako M, Kono T, Kurihara Y, Hasegawa D, Kumamoto T, Ogawa C, Yuza Y, Manabe A. Pediatric oncologic emergencies: Clinical and imaging review for pediatricians. Pediatr Int 2019; 61:122-139. [PMID: 30565795 DOI: 10.1111/ped.13755] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2018] [Revised: 11/10/2018] [Accepted: 12/13/2018] [Indexed: 12/20/2022]
Abstract
Children with cancer are at increased risk of life-threatening emergencies, either from the cancer itself or related to the cancer treatment. These conditions need to be assessed and treated as early as possible to minimize morbidity and mortality. Cardiothoracic emergencies encompass a variety of pathologies, including pericardial effusion and cardiac tamponade, massive hemoptysis, superior vena cava syndrome, pulmonary embolism, and pneumonia. Abdominal emergencies include bowel obstruction, intussusception, perforation, tumor rupture, intestinal graft-versus-host disease, acute pancreatitis, neutropenic colitis, and obstructive uropathy. Radiology plays a vital role in the diagnosis of these emergencies. We here review the clinical features and imaging in pediatric patients with oncologic emergencies, including a review of recently published studies. Key radiological images are presented to highlight the radiological approach to diagnosis. Pediatricians, pediatric surgeons, and pediatric radiologists need to work together to arrive at the correct diagnosis and to ensure prompt and appropriate treatment strategies.
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Affiliation(s)
- Atsuhiko Handa
- Department of Radiology, St Luke's International Hospital, Tokyo, Japan.,Department of Radiology, University of Iowa Hospitals and Clinics, Iowa City, Iowa, USA
| | - Taiki Nozaki
- Department of Radiology, St Luke's International Hospital, Tokyo, Japan
| | - Akari Makidono
- Department of Radiology, St Luke's International Hospital, Tokyo, Japan.,Department of Diagnostic Radiology, Tokyo Metropolitan Children's Medical Center, Yokohama, Japan
| | - Tetsuhiko Okabe
- Department of Radiology, St Luke's International Hospital, Tokyo, Japan.,Department of Radiology, Yokohama City University School of Medicine, Yokohama, Japan
| | - Yuka Morita
- Department of Radiology, St Luke's International Hospital, Tokyo, Japan.,Department of Radiology, University of the Ryukyus Hospital, Okinawa, Japan
| | - Kazutoshi Fujita
- Department of Diagnostic Radiology, Tokyo Metropolitan Children's Medical Center, Yokohama, Japan.,Department of Radiology, Kanagawa Children's Medical Center, Yokohama, Japan
| | - Masaki Matsusako
- Department of Radiology, St Luke's International Hospital, Tokyo, Japan
| | - Tatsuo Kono
- Department of Diagnostic Radiology, Tokyo Metropolitan Children's Medical Center, Yokohama, Japan
| | - Yasuyuki Kurihara
- Department of Radiology, St Luke's International Hospital, Tokyo, Japan
| | - Daisuke Hasegawa
- Department of Pediatrics, St Luke's International Hospital, Tokyo, Japan
| | - Tadashi Kumamoto
- Department of Pediatrics, St Luke's International Hospital, Tokyo, Japan.,Department of Pediatric Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Chitose Ogawa
- Department of Pediatrics, St Luke's International Hospital, Tokyo, Japan.,Department of Pediatric Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Yuki Yuza
- Department of Hematology and Oncology, Tokyo Metropolitan Children's Medical Center, Tokyo, Japan
| | - Atsushi Manabe
- Department of Pediatrics, St Luke's International Hospital, Tokyo, Japan
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26
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Rau RE, Loh ML. Using genomics to define pediatric blood cancers and inform practice. HEMATOLOGY. AMERICAN SOCIETY OF HEMATOLOGY. EDUCATION PROGRAM 2018; 2018:286-300. [PMID: 30504323 PMCID: PMC6245969 DOI: 10.1182/asheducation-2018.1.286] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Over the past decade, there has been exponential growth in the number of genome sequencing studies performed across a spectrum of human diseases as sequencing technologies and analytic pipelines improve and costs decline. Pediatric hematologic malignancies have been no exception, with a multitude of next generation sequencing studies conducted on large cohorts of patients in recent years. These efforts have defined the mutational landscape of a number of leukemia subtypes and also identified germ-line genetic variants biologically and clinically relevant to pediatric leukemias. The findings have deepened our understanding of the biology of many childhood leukemias. Additionally, a number of recent discoveries may positively impact the care of pediatric leukemia patients through refinement of risk stratification, identification of targetable genetic lesions, and determination of risk for therapy-related toxicity. Although incredibly promising, many questions remain, including the biologic significance of identified genetic lesions and their clinical implications in the context of contemporary therapy. Importantly, the identification of germ-line mutations and variants with possible implications for members of the patient's family raises challenging ethical questions. Here, we review emerging genomic data germane to pediatric hematologic malignancies.
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Affiliation(s)
- Rachel E. Rau
- Department of Pediatrics, Baylor College of Medicine, Houston, TX; and
| | - Mignon L. Loh
- Department of Pediatrics, Benioff Children’s Hospital and Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA
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27
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Abaji R, Ceppi F, Patel S, Gagné V, Xu CJ, Spinella JF, Colombini A, Parasole R, Buldini B, Basso G, Conter V, Cazzaniga G, Leclerc JM, Laverdière C, Sinnett D, Krajinovic M. Genetic risk factors for VIPN in childhood acute lymphoblastic leukemia patients identified using whole-exome sequencing. Pharmacogenomics 2018; 19:1181-1193. [PMID: 30191766 DOI: 10.2217/pgs-2018-0093] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
AIM To identify genetic markers associated with vincristine-induced peripheral neuropathy (VIPN) in childhood acute lymphoblastic leukemia. PATIENTS & METHODS Whole-exome sequencing data were combined with exome-wide association study to identify predicted-functional germline variants associated with high-grade VIPN. Genotyping was then performed for top-ranked signals (n = 237), followed by validation in independent replication group (n = 405). RESULTS Minor alleles of rs2781377/SYNE2 (p = 0.01) and rs10513762/MRPL47 (p = 0.01) showed increased risk, whereas that of rs3803357/BAHD1 had a protective effect (p = 0.007). Using a genetic model based on weighted genetic risk scores, an additive effect of combining these loci was observed (p = 0.003). The addition of rs1135989/ACTG1 further enhanced model performance (p = 0.0001). CONCLUSION Variants in SYNE2, MRPL47 and BAHD1 genes are putative new risk factors for VIPN in childhood acute lymphoblastic leukemia.
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Affiliation(s)
- Rachid Abaji
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T1C5, Canada.,Department of Pharmacology & Physiology, Faculty of Medicine, University of Montreal, Montreal, QC, H3C 3J7, Canada
| | - Francesco Ceppi
- Pediatric Hematology-Oncology Unit & Pediatric Hematology-Oncology Research Laboratory, Division of Pediatrics, Department of Woman-Mother-Child, University Hospital of Lausanne, 1004 Lausanne, Switzerland
| | - Swati Patel
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T1C5, Canada
| | - Vincent Gagné
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T1C5, Canada
| | - Chang J Xu
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T1C5, Canada
| | - Jean-François Spinella
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T1C5, Canada
| | - Antonella Colombini
- Department of Pediatrics, University of Milano-Bicocca, Ospedale S Gerardo, 20835 Monza, Italy
| | - Rosanna Parasole
- Department of Pediatric Hemato-Oncology, Santobono-Pausilipon Hospital, 80129 Naples, Italy
| | - Barbara Buldini
- Department of Woman & Child Health, Laboratory of Haematology-Oncology, University of Padova, 35128 Padova, Italy
| | - Giuseppe Basso
- Department of Woman & Child Health, Laboratory of Haematology-Oncology, University of Padova, 35128 Padova, Italy
| | - Valentino Conter
- Department of Pediatrics, University of Milano-Bicocca, Ospedale S Gerardo, 20835 Monza, Italy
| | - Giovanni Cazzaniga
- Centro Ricerca Tettamanti, Department of Pediatrics, University Milano Bicocca, 20835 Monza, Italy
| | - Jean-Marie Leclerc
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T1C5, Canada.,Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, QC, H4A 3J1, Canada
| | - Caroline Laverdière
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T1C5, Canada.,Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, QC, H4A 3J1, Canada
| | - Daniel Sinnett
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T1C5, Canada.,Department of Pediatrics, Faculty of Medicine, University of Montreal, Montreal, QC, H4A 3J1, Canada
| | - Maja Krajinovic
- Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, QC, H3T1C5, Canada.,Department of Pharmacology & Physiology, Faculty of Medicine, University of Montreal, Montreal, QC, H3C 3J7, Canada.,Centro Ricerca Tettamanti, Department of Pediatrics, University Milano Bicocca, 20835 Monza, Italy
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