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Yadav BD, Samuels AL, Wells JE, Sutton R, Venn NC, Bendak K, Anderson D, Marshall GM, Cole CH, Beesley AH, Kees UR, Lock RB. Heterogeneity in mechanisms of emergent resistance in pediatric T-cell acute lymphoblastic leukemia. Oncotarget 2018; 7:58728-42. [PMID: 27623214 PMCID: PMC5312271 DOI: 10.18632/oncotarget.11233] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Accepted: 07/28/2016] [Indexed: 11/25/2022] Open
Abstract
Relapse in pediatric T-cell acute lymphoblastic leukemia (T-ALL) remains a significant clinical problem and is thought to be associated with clonal selection during treatment. In this study we used an established pre-clinical model of induction therapy to increase our understanding of the effect of engraftment and chemotherapy on clonal selection and acquisition of drug resistance in vivo. Immune-deficient mice were engrafted with patient diagnostic specimens and exposed to a repeated combination therapy consisting of vincristine, dexamethasone, L-asparaginase and daunorubicin. Any re-emergence of disease following therapy was shown to be associated with resistance to dexamethasone, no resistance was observed to the other three drugs. Immunoglobulin/T-cell receptor gene rearrangements closely matched those in respective diagnosis and relapse patient specimens, highlighting that these clonal markers do not fully reflect the biological changes associated with drug resistance. Gene expression profiling revealed the significant underlying heterogeneity of dexamethasone-resistant xenografts. Alterations were observed in a large number of biological pathways, yet no dominant signature was common to all lines. These findings indicate that the biological changes associated with T-ALL relapse and resistance are stochastic and highly individual, and underline the importance of using sophisticated molecular techniques or single cell analyses in developing personalized approaches to therapy.
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Affiliation(s)
- Babasaheb D Yadav
- Leukaemia Biology Program, Children's Cancer Institute, Lowy Cancer Research Centre, University of New South Wales, Sydney, New South Wales, Australia
| | - Amy L Samuels
- Division of Children's Leukaemia and Cancer Research, Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia
| | - Julia E Wells
- Division of Children's Leukaemia and Cancer Research, Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia
| | - Rosemary Sutton
- Molecular Diagnostics, Children's Cancer Institute, Lowy Cancer Research Centre, University of New South Wales, Sydney, New South Wales, Australia
| | - Nicola C Venn
- Molecular Diagnostics, Children's Cancer Institute, Lowy Cancer Research Centre, University of New South Wales, Sydney, New South Wales, Australia
| | - Katerina Bendak
- Leukaemia Biology Program, Children's Cancer Institute, Lowy Cancer Research Centre, University of New South Wales, Sydney, New South Wales, Australia
| | - Denise Anderson
- Division of Bioinformatics and Biostatistics, Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia
| | - Glenn M Marshall
- Kids Cancer Centre, Sydney Children's Hospital, Sydney, New South Wales, Australia
| | - Catherine H Cole
- School of Paediatrics and Child Health, University of Western Australia, Perth, Western Australia, Australia
| | - Alex H Beesley
- Division of Children's Leukaemia and Cancer Research, Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia
| | - Ursula R Kees
- Division of Children's Leukaemia and Cancer Research, Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia
| | - Richard B Lock
- Leukaemia Biology Program, Children's Cancer Institute, Lowy Cancer Research Centre, University of New South Wales, Sydney, New South Wales, Australia
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4
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Bader P, Kreyenberg H, von Stackelberg A, Eckert C, Salzmann-Manrique E, Meisel R, Poetschger U, Stachel D, Schrappe M, Alten J, Schrauder A, Schulz A, Lang P, Müller I, Albert MH, Willasch AM, Klingebiel TE, Peters C. Monitoring of Minimal Residual Disease After Allogeneic Stem-Cell Transplantation in Relapsed Childhood Acute Lymphoblastic Leukemia Allows for the Identification of Impending Relapse: Results of the ALL-BFM-SCT 2003 Trial. J Clin Oncol 2015; 33:1275-84. [DOI: 10.1200/jco.2014.58.4631] [Citation(s) in RCA: 101] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Purpose To elucidate the impact of minimal residual disease (MRD) after allogeneic transplantation, the Acute Lymphoblastic Leukemia Berlin-Frankfurt-Münster Stem Cell Transplantation Group (ALL-BFM-SCT) conducted a prospective clinical trial. Patients and Methods In the ALL-BFM-SCT 2003 trial, MRD was assessed in the bone marrow at days +30, +60, +90, +180, and +365 after transplantation in 113 patients with relapsed disease. Standardized quantification of MRD was performed according to the guidelines of the Euro-MRD Group. Results All patients showed a 3-year probability of event-free survival (pEFS) of 55%. The cumulative incidence rates of relapse and treatment-related mortality were 32% and 12%, respectively. The pEFS was 60% for patients who received their transplantations in second complete remission, 50% for patients in ≥ third complete remission, and 0% for patients not in remission (P = .015). At all time points, the level of MRD was inversely correlated with event-free survival (EFS; P < .004) and positively correlated with the cumulative incidence of relapse (P < .01). A multivariable Cox model was fitted for each time point, which showed that MRD ≥ 10−4 leukemic cells was consistently correlated with inferior EFS (P < .003). The accuracy of MRD measurements in predicting relapse was investigated with time-dependent receiver operating curves at days +30, +60, +90, and +180. From day +60 onward, the discriminatory power of MRD detection to predict the probability of relapse after 1, 3, 6, and 9 months was more than 96%, more than 87%, more than 71%, and more than 61%, respectively. Conclusion MRD after transplantation was a reliable marker for predicting impending relapses and could thus serve as the basis for pre-emptive therapy.
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Affiliation(s)
- Peter Bader
- Peter Bader, Hermann Kreyenberg, Emilia Salzmann-Manrique, Andre M. Willasch, and Thomas E. Klingebiel, University Hospital for Children and Adolescents, Frankfurt/Main; Arend von Stackelberg and Cornelia Eckert, Children's Hospital Charité, Berlin, Berlin; Roland Meisel, Heinrich-Heine-University, Düsseldorf; Daniel Stachel, University Hospital Erlangen, Erlangen; Martin Schrappe, Julia Alten, Andre Schrauder, Christian-Albrechts-University and Medical Center Schleswig-Holstein, Kiel; Ansgar Schulz,
| | - Hermann Kreyenberg
- Peter Bader, Hermann Kreyenberg, Emilia Salzmann-Manrique, Andre M. Willasch, and Thomas E. Klingebiel, University Hospital for Children and Adolescents, Frankfurt/Main; Arend von Stackelberg and Cornelia Eckert, Children's Hospital Charité, Berlin, Berlin; Roland Meisel, Heinrich-Heine-University, Düsseldorf; Daniel Stachel, University Hospital Erlangen, Erlangen; Martin Schrappe, Julia Alten, Andre Schrauder, Christian-Albrechts-University and Medical Center Schleswig-Holstein, Kiel; Ansgar Schulz,
| | - Arend von Stackelberg
- Peter Bader, Hermann Kreyenberg, Emilia Salzmann-Manrique, Andre M. Willasch, and Thomas E. Klingebiel, University Hospital for Children and Adolescents, Frankfurt/Main; Arend von Stackelberg and Cornelia Eckert, Children's Hospital Charité, Berlin, Berlin; Roland Meisel, Heinrich-Heine-University, Düsseldorf; Daniel Stachel, University Hospital Erlangen, Erlangen; Martin Schrappe, Julia Alten, Andre Schrauder, Christian-Albrechts-University and Medical Center Schleswig-Holstein, Kiel; Ansgar Schulz,
| | - Cornelia Eckert
- Peter Bader, Hermann Kreyenberg, Emilia Salzmann-Manrique, Andre M. Willasch, and Thomas E. Klingebiel, University Hospital for Children and Adolescents, Frankfurt/Main; Arend von Stackelberg and Cornelia Eckert, Children's Hospital Charité, Berlin, Berlin; Roland Meisel, Heinrich-Heine-University, Düsseldorf; Daniel Stachel, University Hospital Erlangen, Erlangen; Martin Schrappe, Julia Alten, Andre Schrauder, Christian-Albrechts-University and Medical Center Schleswig-Holstein, Kiel; Ansgar Schulz,
| | - Emilia Salzmann-Manrique
- Peter Bader, Hermann Kreyenberg, Emilia Salzmann-Manrique, Andre M. Willasch, and Thomas E. Klingebiel, University Hospital for Children and Adolescents, Frankfurt/Main; Arend von Stackelberg and Cornelia Eckert, Children's Hospital Charité, Berlin, Berlin; Roland Meisel, Heinrich-Heine-University, Düsseldorf; Daniel Stachel, University Hospital Erlangen, Erlangen; Martin Schrappe, Julia Alten, Andre Schrauder, Christian-Albrechts-University and Medical Center Schleswig-Holstein, Kiel; Ansgar Schulz,
| | - Roland Meisel
- Peter Bader, Hermann Kreyenberg, Emilia Salzmann-Manrique, Andre M. Willasch, and Thomas E. Klingebiel, University Hospital for Children and Adolescents, Frankfurt/Main; Arend von Stackelberg and Cornelia Eckert, Children's Hospital Charité, Berlin, Berlin; Roland Meisel, Heinrich-Heine-University, Düsseldorf; Daniel Stachel, University Hospital Erlangen, Erlangen; Martin Schrappe, Julia Alten, Andre Schrauder, Christian-Albrechts-University and Medical Center Schleswig-Holstein, Kiel; Ansgar Schulz,
| | - Ulrike Poetschger
- Peter Bader, Hermann Kreyenberg, Emilia Salzmann-Manrique, Andre M. Willasch, and Thomas E. Klingebiel, University Hospital for Children and Adolescents, Frankfurt/Main; Arend von Stackelberg and Cornelia Eckert, Children's Hospital Charité, Berlin, Berlin; Roland Meisel, Heinrich-Heine-University, Düsseldorf; Daniel Stachel, University Hospital Erlangen, Erlangen; Martin Schrappe, Julia Alten, Andre Schrauder, Christian-Albrechts-University and Medical Center Schleswig-Holstein, Kiel; Ansgar Schulz,
| | - Daniel Stachel
- Peter Bader, Hermann Kreyenberg, Emilia Salzmann-Manrique, Andre M. Willasch, and Thomas E. Klingebiel, University Hospital for Children and Adolescents, Frankfurt/Main; Arend von Stackelberg and Cornelia Eckert, Children's Hospital Charité, Berlin, Berlin; Roland Meisel, Heinrich-Heine-University, Düsseldorf; Daniel Stachel, University Hospital Erlangen, Erlangen; Martin Schrappe, Julia Alten, Andre Schrauder, Christian-Albrechts-University and Medical Center Schleswig-Holstein, Kiel; Ansgar Schulz,
| | - Martin Schrappe
- Peter Bader, Hermann Kreyenberg, Emilia Salzmann-Manrique, Andre M. Willasch, and Thomas E. Klingebiel, University Hospital for Children and Adolescents, Frankfurt/Main; Arend von Stackelberg and Cornelia Eckert, Children's Hospital Charité, Berlin, Berlin; Roland Meisel, Heinrich-Heine-University, Düsseldorf; Daniel Stachel, University Hospital Erlangen, Erlangen; Martin Schrappe, Julia Alten, Andre Schrauder, Christian-Albrechts-University and Medical Center Schleswig-Holstein, Kiel; Ansgar Schulz,
| | - Julia Alten
- Peter Bader, Hermann Kreyenberg, Emilia Salzmann-Manrique, Andre M. Willasch, and Thomas E. Klingebiel, University Hospital for Children and Adolescents, Frankfurt/Main; Arend von Stackelberg and Cornelia Eckert, Children's Hospital Charité, Berlin, Berlin; Roland Meisel, Heinrich-Heine-University, Düsseldorf; Daniel Stachel, University Hospital Erlangen, Erlangen; Martin Schrappe, Julia Alten, Andre Schrauder, Christian-Albrechts-University and Medical Center Schleswig-Holstein, Kiel; Ansgar Schulz,
| | - Andre Schrauder
- Peter Bader, Hermann Kreyenberg, Emilia Salzmann-Manrique, Andre M. Willasch, and Thomas E. Klingebiel, University Hospital for Children and Adolescents, Frankfurt/Main; Arend von Stackelberg and Cornelia Eckert, Children's Hospital Charité, Berlin, Berlin; Roland Meisel, Heinrich-Heine-University, Düsseldorf; Daniel Stachel, University Hospital Erlangen, Erlangen; Martin Schrappe, Julia Alten, Andre Schrauder, Christian-Albrechts-University and Medical Center Schleswig-Holstein, Kiel; Ansgar Schulz,
| | - Ansgar Schulz
- Peter Bader, Hermann Kreyenberg, Emilia Salzmann-Manrique, Andre M. Willasch, and Thomas E. Klingebiel, University Hospital for Children and Adolescents, Frankfurt/Main; Arend von Stackelberg and Cornelia Eckert, Children's Hospital Charité, Berlin, Berlin; Roland Meisel, Heinrich-Heine-University, Düsseldorf; Daniel Stachel, University Hospital Erlangen, Erlangen; Martin Schrappe, Julia Alten, Andre Schrauder, Christian-Albrechts-University and Medical Center Schleswig-Holstein, Kiel; Ansgar Schulz,
| | - Peter Lang
- Peter Bader, Hermann Kreyenberg, Emilia Salzmann-Manrique, Andre M. Willasch, and Thomas E. Klingebiel, University Hospital for Children and Adolescents, Frankfurt/Main; Arend von Stackelberg and Cornelia Eckert, Children's Hospital Charité, Berlin, Berlin; Roland Meisel, Heinrich-Heine-University, Düsseldorf; Daniel Stachel, University Hospital Erlangen, Erlangen; Martin Schrappe, Julia Alten, Andre Schrauder, Christian-Albrechts-University and Medical Center Schleswig-Holstein, Kiel; Ansgar Schulz,
| | - Ingo Müller
- Peter Bader, Hermann Kreyenberg, Emilia Salzmann-Manrique, Andre M. Willasch, and Thomas E. Klingebiel, University Hospital for Children and Adolescents, Frankfurt/Main; Arend von Stackelberg and Cornelia Eckert, Children's Hospital Charité, Berlin, Berlin; Roland Meisel, Heinrich-Heine-University, Düsseldorf; Daniel Stachel, University Hospital Erlangen, Erlangen; Martin Schrappe, Julia Alten, Andre Schrauder, Christian-Albrechts-University and Medical Center Schleswig-Holstein, Kiel; Ansgar Schulz,
| | - Michael H. Albert
- Peter Bader, Hermann Kreyenberg, Emilia Salzmann-Manrique, Andre M. Willasch, and Thomas E. Klingebiel, University Hospital for Children and Adolescents, Frankfurt/Main; Arend von Stackelberg and Cornelia Eckert, Children's Hospital Charité, Berlin, Berlin; Roland Meisel, Heinrich-Heine-University, Düsseldorf; Daniel Stachel, University Hospital Erlangen, Erlangen; Martin Schrappe, Julia Alten, Andre Schrauder, Christian-Albrechts-University and Medical Center Schleswig-Holstein, Kiel; Ansgar Schulz,
| | - Andre M. Willasch
- Peter Bader, Hermann Kreyenberg, Emilia Salzmann-Manrique, Andre M. Willasch, and Thomas E. Klingebiel, University Hospital for Children and Adolescents, Frankfurt/Main; Arend von Stackelberg and Cornelia Eckert, Children's Hospital Charité, Berlin, Berlin; Roland Meisel, Heinrich-Heine-University, Düsseldorf; Daniel Stachel, University Hospital Erlangen, Erlangen; Martin Schrappe, Julia Alten, Andre Schrauder, Christian-Albrechts-University and Medical Center Schleswig-Holstein, Kiel; Ansgar Schulz,
| | - Thomas E. Klingebiel
- Peter Bader, Hermann Kreyenberg, Emilia Salzmann-Manrique, Andre M. Willasch, and Thomas E. Klingebiel, University Hospital for Children and Adolescents, Frankfurt/Main; Arend von Stackelberg and Cornelia Eckert, Children's Hospital Charité, Berlin, Berlin; Roland Meisel, Heinrich-Heine-University, Düsseldorf; Daniel Stachel, University Hospital Erlangen, Erlangen; Martin Schrappe, Julia Alten, Andre Schrauder, Christian-Albrechts-University and Medical Center Schleswig-Holstein, Kiel; Ansgar Schulz,
| | - Christina Peters
- Peter Bader, Hermann Kreyenberg, Emilia Salzmann-Manrique, Andre M. Willasch, and Thomas E. Klingebiel, University Hospital for Children and Adolescents, Frankfurt/Main; Arend von Stackelberg and Cornelia Eckert, Children's Hospital Charité, Berlin, Berlin; Roland Meisel, Heinrich-Heine-University, Düsseldorf; Daniel Stachel, University Hospital Erlangen, Erlangen; Martin Schrappe, Julia Alten, Andre Schrauder, Christian-Albrechts-University and Medical Center Schleswig-Holstein, Kiel; Ansgar Schulz,
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