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Lancet Oncology | 2009

A subtype of childhood acute lymphoblastic leukaemia with poor treatment outcome: a genome-wide classification study

Monique L. den Boer; Marjon van Slegtenhorst; Renee X. de Menezes; Meyling Cheok; Jessica Buijs-Gladdines; Susan T.C.J.M. Peters; Laura J.C.M. van Zutven; H. Berna Beverloo; Peter J. van der Spek; Martin A. Horstmann; Gritta E. Janka-Schaub; Willem A. Kamps; William E. Evans; Rob Pieters

BACKGROUND Genetic subtypes of acute lymphoblastic leukaemia (ALL) are used to determine risk and treatment in children. 25% of precursor B-ALL cases are genetically unclassified and have intermediate prognosis. We aimed to use a genome-wide study to improve prognostic classification of ALL in children. METHODS We constructed a classifier based on gene expression in 190 children with newly diagnosed ALL (German Cooperative ALL [COALL] discovery cohort) by use of double-loop cross-validation and validated this in an independent cohort of 107 newly diagnosed patients (Dutch Childhood Oncology Group [DCOG] independent validation cohort). Hierarchical cluster analysis with classifying gene-probe sets revealed a new ALL subtype, the underlying genetic abnormalities of which were characterised by comparative genomic hybridisation-arrays and molecular cytogenetics. FINDINGS Our classifier predicted ALL subtype with a median accuracy of 90.0% (IQR 88.3-91.7) in the discovery cohort and correctly identified 94 of 107 patients (accuracy 87.9%) in the independent validation cohort. Without our classifier, 44 children in the COALL cohort and 33 children in the DCOG cohort would have been classified as B-other. However, hierarchical clustering showed that many of these genetically unclassified cases clustered with BCR-ABL1-positive cases: 30 (19%) of 154 children with precursor B-ALL in the COALL cohort and 14 (15%) of 92 children with precursor B-ALL in the DCOG cohort had this BCR-ABL1-like disease. In the COALL cohort, these patients had unfavourable outcome (5-year disease-free survival 59.5%, 95% CI 37.1-81.9) compared with patients with other precursor B-ALL (84.4%, 76.8-92.1%; p=0.012), a prognosis similar to that of patients with BCR-ABL1-positive ALL (51.9%, 23.1-80.6%). In the DCOG cohort, the prognosis of BCR-ABL1-like disease (57.1%, 31.2-83.1%) was worse than that of other precursor B-ALL (79.2%, 70.2-88.3%; p=0.026), and similar to that of BCR-ABL1-positive ALL (32.5%, 2.3-62.7%). 36 (82%) of the patients with BCR-ABL1-like disease had deletions in genes involved in B-cell development, including IKZF1, TCF3, EBF1, PAX5, and VPREB1; only nine (36%) of 25 patients with B-other ALL had deletions in these genes (p=0.0002). Compared with other precursor B-ALL cells, BCR-ABL1-like cells were 73 times more resistant to L-asparaginase (p=0.001) and 1.6 times more resistant to daunorubicin (p=0.017), but toxicity of prednisolone and vincristine did not differ. INTERPRETATION New treatment strategies are needed to improve outcome for this newly identified high-risk subtype of ALL. FUNDING Dutch Cancer Society, Sophia Foundation for Medical Research, Paediatric Oncology Foundation Rotterdam, Centre of Medical Systems Biology of the Netherlands Genomics Initiative/Netherlands Organisation for Scientific Research, American National Institute of Health, American National Cancer Institute, and American Lebanese Syrian Associated Charities.


PLOS ONE | 2007

Evidence Based Selection of Housekeeping Genes

Hendrik J. M. de Jonge; Rudolf S. N. Fehrmann; Eveline S. J. M. de Bont; Robert M. W. Hofstra; Frans Gerbens; Willem A. Kamps; Elisabeth G.E. de Vries; Ate G.J. van der Zee; Gerard J. te Meerman; Arja ter Elst

For accurate and reliable gene expression analysis, normalization of gene expression data against housekeeping genes (reference or internal control genes) is required. It is known that commonly used housekeeping genes (e.g. ACTB, GAPDH, HPRT1, and B2M) vary considerably under different experimental conditions and therefore their use for normalization is limited. We performed a meta-analysis of 13,629 human gene array samples in order to identify the most stable expressed genes. Here we show novel candidate housekeeping genes (e.g. RPS13, RPL27, RPS20 and OAZ1) with enhanced stability among a multitude of different cell types and varying experimental conditions. None of the commonly used housekeeping genes were present in the top 50 of the most stable expressed genes. In addition, using 2,543 diverse mouse gene array samples we were able to confirm the enhanced stability of the candidate novel housekeeping genes in another mammalian species. Therefore, the identified novel candidate housekeeping genes seem to be the most appropriate choice for normalizing gene expression data.


Leukemia | 2003

Clinical heterogeneity in childhood acute lymphoblastic leukemia with 11q23 rearrangements.

Pui Ch; J Chessells; Bruce M. Camitta; André Baruchel; Andrea Biondi; James M. Boyett; Andrew J. Carroll; Ob Eden; William E. Evans; Helmut Gadner; Jochen Harbott; Do Harms; Christine J. Harrison; Pl Harrison; Nyla A. Heerema; Gritta E. Janka-Schaub; Willem A. Kamps; Giuseppe Masera; Jeanette Pullen; Susana C. Raimondi; Sue Richards; Hansjörg Riehm; Stephen E. Sallan; Harland N. Sather; J J Shuster; Lewis B. Silverman; Maria Grazia Valsecchi; Etienne Vilmer; Y Zhou; Paul S. Gaynon

To assess the clinical heterogeneity among patients with acute lymphoblastic leukemia (ALL) and various 11q23 abnormalities, we analyzed data on 497 infants, children and young adults treated between 1983 and 1995 by 11 cooperative groups and single institutions. The substantial sample size allowed separate analyses according to age younger or older than 12 months for the various cytogenetic subsets. Infants with t(4;11) ALL had an especially dismal prognosis when their disease was characterized by a poor early response to prednisone (P=0.0005 for overall comparison; 5-year event-free survival (EFS), 0 vs 23±12% s.e. for those with good response), or age less than 3 months (P=0.0003, 5-year EFS, 5±5% vs 23.4±4% for those over 3 months). A poor prednisone response also appeared to confer a worse outcome for older children with t(4;11) ALL. Hematopoietic stem cell transplantation failed to improve outcome in either age group. Among patients with t(11;19) ALL, those with a T-lineage immunophenotype, who were all over 1 year of age, had a better outcome than patients over 1 year of age with B-lineage ALL (overall comparison, P=0.065; 5-year EFS, 88±13 vs 46±14%). In the heterogeneous subgroup with del(11)(q23), National Cancer Institute-Rome risk criteria based on age and leukocyte count had prognostic significance (P=0.04 for overall comparison; 5-year EFS, 64±8% (high risk) vs 83±6% (standard risk)). This study illustrates the marked clinical heterogeneity among and within subgroups of infants or older children with ALL and specific 11q23 abnormalities, and identifies patients at particularly high risk of failure who may benefit from innovative therapy.


Lancet Oncology | 2009

Dexamethasone-based therapy for childhood acute lymphoblastic leukaemia : results of the prospective Dutch Childhood Oncology Group (DCOG) protocol ALL-9 (1997-2004)

Anjo J. P. Veerman; Willem A. Kamps; Henk van den Berg; Eva van den Berg; Jos P.M. Bökkerink; Marrie C. A. Bruin; Marry M. van den Heuvel-Eibrink; Carin M. Korbijn; Elisabeth T. Korthof; Karin van der Pal; Theo Stijnen; Margreet H. van Weel Sipman; J. Fransje van Weerden; Elisabeth R. van Wering; Anna van der Does-van den Berg

BACKGROUND A population-based cohort of children aged 1-18 years with acute lymphoblastic leukaemia (ALL) was treated with a dexamethasone-based protocol (Dutch Childhood Oncology Group [DCOG] ALL-9). We aimed to confirm the results of the most effective DCOG ALL protocol for non-high-risk (NHR) patients to date (ALL-6), compare results with ALL-7 and ALL-8, and study prognostic factors in a non-randomised setting. METHODS From Jan 1, 1997, until Nov 1, 2004, patients with ALL were treated according to the ALL-9 protocol in eight Dutch academic centres with their affiliated peripheral hospitals. Patients were stratified into NHR and high risk (HR) groups. HR criteria were white-blood-cell count of 50,000 cells per microL or more, T-cell phenotype, mediastinal mass, CNS or testicular involvement, and Philadelphia chromosome or MLL rearrangement; patients who did not fulfil these criteria were deemed to be NHR. The NHR group was treated with a three-drug induction (dexamethasone, vincristine, and asparaginase) for 6 weeks, medium-dose methotrexate for 3 weeks, then maintenance therapy. HR patients received a four-drug induction (as for the NHR patients plus daunorubicin) for 6 weeks, high-dose methotrexate for 8 weeks, and two intensification courses before receiving maintenance therapy. Triple intrathecal medication was given 13 times in NHR patients, 15 times in HR patients (17 times for patients with initial CNS involvement). No patient received cranial irradiation. Maintenance therapy was given until 109 weeks for all patients and consisted of mercaptopurine and methotrexate for 5 weeks, alternated with dexamethasone and vincristine for 2 weeks. Kaplan-Meier analysis was done on an intention-to-treat basis with event-free survival as the primary endpoint. This trial is registered at trialregister.nl, number NTR460/SNWLK-ALL-9. FINDINGS 859 patients were recruited to the study. Complete remission was achieved in 592 (98.5%) of the 601 patients in the NHR group and 250 (96.9%) of the 258 in the HR group. Five patients in the NHR group and four in the HR group died during induction. Median follow-up for patients alive was 72.2 (range 4.8-132.7) months as of August, 2008. 5-year event-free survival was 81% (SE 1%) in all patients: 84% (2%) in NHR patients, and 72% (3%) in HR patients. Isolated CNS relapses occurred in 22 (2.6%) of 842 patients. In a multivariate analysis, DNA index was the strongest predictor of outcome (<1.16 vs >or=1.16; relative risk 0.42, 95% CI 0.22-0.78), followed by age (1-9 vs >or=10 years; 2.23, 1.60-3.11) and white-blood-cell count (<50,000 vs >or=50,000 cells per microL; 1.60, 1.13-2.26). INTERPRETATION The overall results of the dexamethasone-based DCOG ALL-9 protocol are better than those of our previous Berlin-Frankfurt-Münster-based protocols ALL-7 and ALL-8. The results for NHR patients were achieved with high cumulative doses of dexamethasone and vincristine, but without the use of anthracyclines, etoposide, cyclophosphamide, or cranial irradiation, therefore minimising the risk of side-effects. FUNDING Dutch Health Insurers.


Journal of Clinical Oncology | 2003

Patient Stratification Based on Prednisolone-Vincristine-Asparaginase Resistance Profiles in Children With Acute Lymphoblastic Leukemia

M L den Boer; D.O. Harms; R. Pieters; Karin M. Kazemier; U. Göbel; D. Körholz; Ulrike Graubner; R.J. Haas; Norbert Jorch; H.J. Spaar; G. J. L. Kaspers; Willem A. Kamps; A. van der Does-van den Berg; E. R. Van Wering; A. J. P. Veerman; G E Janka-Schaub

PURPOSE To confirm the prognostic value of a drug resistance profile combining prednisolone, vincristine, and l-asparaginase (PVA) cytotoxicity in an independent group of children with acute lymphoblastic leukemia (ALL) treated with a different protocol and analyzed at longer follow-up compared with our previous study of patients treated according to the Dutch Childhood Leukemia Study Group (DCLSG) ALL VII/VIII protocol. PATIENTS AND METHODS Drug resistance profiles were determined in 202 children (aged 1 to 18 years) with newly diagnosed ALL who were treated according to the German Cooperative Study Group for Childhood Acute Lymphoblastic Leukemia (COALL)-92 protocol. RESULTS At a median follow-up of 6.2 years (range, 4.1 to 9.3 years), the 5-year disease-free survival probability (pDFS) rate +/- SE was 69% +/- 7.0%, 83% +/- 4.4%, and 84% +/- 6.8% for patients with resistant (PVA score 7 to 9), intermediate-sensitive (PVA score 5 to 6), and sensitive (SPVA score 3 to 4) profiles, respectively (sensitive and intermediate-sensitive v resistant, P </=.05). Resistant patients were at increased risk of an early event (nonresponse or relapse within 2.5 years of diagnosis) compared with sensitive and intermediate-sensitive patients (P =.03). The profile did not identify patients at higher risk of late relapse, which was also observed for DCLSG ALL-VII/VIII patients now analyzed at a median of 7.5 years of follow-up (range, 4.4 to 10.8 years). Despite being nondiscriminative for late relapses, the resistant profile was still the strongest prognostic factor for COALL-92 patients in a multivariate analysis including known risk factors (P =.07). CONCLUSION Drug resistance profiles identify patients at higher risk of early treatment failures and may, therefore, be used to improve risk-group stratification of children with ALL.


British Journal of Haematology | 2001

Increased bone marrow vascularization in patients with acute myeloid leukaemia: a possible role for vascular endothelial growth factor.

Eveline S.J.M. de Bont; Stefano Rosati; Susan Jacobs; Willem A. Kamps; Edo Vellenga

The present study demonstrated that the vessel number in bone marrow biopsies from acute myeloid leukaemia (AML) patients (n = 23) was significantly increased at diagnosis compared with normal bone marrow (P = 0·019) and was restored to normal levels after achieving complete remission (P = 0·03). The in vitro angiogenic potential of culture supernatant of AML cells was assessed using endothelial cell (EC) migration and proliferation assays. Increased EC migration and EC proliferation was induced in 7/20 and 19/20 AML supernatents respectively. The degree of in vivo neovascularization did not correlate with the ability of AML cells to stimulate in vitro endothelial cell migration and/or proliferation. This might be in part a result of the heterogeneous pattern of angiogenic factors produced by AML cells. The expression of different angiogenic factors was studied using reverse transcription polymerase chain reaction. Cells from 17/20 AML patients showed wide variation in spontaneous vascular endothelial growth factor (VEGF) expression, 4/19 expressed varied spontaneous blastic fibroblast growth factor mRNA levels and all patient samples showed spontaneous interleukin 8 mRNA expression. All AML samples expressed matrix metalloproteinase (MMP)‐2 and/or MMP‐9. VEGF mRNA expression correlated well with protein level (P = 0·006). A correlation was found between the degree of VEGF expression and neoangiogenesis (correlation coefficient = 0·448, P = 0·05). These results suggest that malignant cell proliferation, angiogenesis and VEGF expression are linked in AML and might contribute to the growth advantage of the malignant counterpart as a result of the paracrine production of growth factors produced by the surrounding endothelial cells.


Journal of Clinical Oncology | 2005

Long-term results of a randomized trial on extended use of high dose L-asparaginase for standard risk childhood acute lymphoblastic leukemia

Andrea Pession; Maria Grazia Valsecchi; Giuseppe Masera; Willem A. Kamps; Edina Magyarosy; Carmelo Rizzari; Elisabeth R. van Wering; Luca Lo Nigro; Anna van der Does; Franco Locatelli; Giuseppe Basso; Maurizio Aricò

PURPOSE Between September 1991 and May 1997, within the International Berlin-Frankfurt-Muenster Study Group (I-BFM-SG), a randomized study was performed aimed at assessing the efficacy of prolonged use of high-dose l-asparaginase (HD-l-ASP) during continuation therapy in children with standard risk (SR) acute lymphoblastic leukemia (ALL), treated with a reduced BFM-type chemotherapy. PATIENTS AND METHODS The Italian, Dutch, and Hungarian groups participated in this study denominated IDH-ALL-91, and 494 children were enrolled. Treatment consisted of a BFM-type modified backbone with omission of the IB part in induction and elimination of two doses of anthracyclines during reinduction in both arms at the beginning of continuation therapy. Patients were randomly assigned to receive (YES-ASP) or not (NO-ASP) 20 weekly HD-l-ASP (25,000 IU/m2). RESULTS The event-free-survival and overall survival probabilities at 10 years for the entire group were 82.5% (1.8) and 90.3% (1.3), respectively. Of the 490 patients eligible for random assignment, 355 (72.4%) were randomly assigned (178 YES-ASP and 177 NO-ASP). After a median follow-up of 9 years, the probability of disease-free survival at 10 years was 87.5% (SE, 2.5) for YES-ASP arm versus 78.7% (SE, 3.3) for NO-ASP arm (P = .03). In multivariate analysis, NO-ASP arm (P = .03), male sex (P = .004), and age older than 10 years (P = .0003) had a significantly adverse impact on outcome. CONCLUSION In this subset of patients, selected with criteria not including monitoring of minimal residual disease, application of extended HD-l-ASP may improve prognosis, compensating reduced leukemia control that results from adoption of a reduced-intensity BFM-backbone for treatment of children with SR ALL.


Leukemia | 2002

BFM-oriented treatment for children with acute lymphoblastic leukemia without cranial irradiation and treatment reduction for standard risk patients: results of DCLSG protocol ALL-8 (1991-1996).

Willem A. Kamps; J.P.M. Bökkerink; F.G.A.J. Hakvoort-Cammel; A. J. P. Veerman; R.S. Weening; E. R. Van Wering; J.F. van Weerden; Jo Hermans; Rosalyn Slater; E. van den Berg; Wg Kroes; A. van der Does-van den Berg

Modern treatment strategies, consisting of intensive chemotherapy and cranial irradiation, have remarkably improved the prognosis for children with acute lymphoblastic leukemia. However, patients with a potential for cure are at risk of severe acute and late adverse effects of treatment. Furthermore, in 25–30% of patients treatment still fails. The objectives of the DCLSG study ALL 8 were to decrease the toxicity and to increase the effectivity of BFM-oriented treatment. Decrease of toxicity was aimed at by confirmation of the results of the previous DCLSG study ALL-7, showing that the majority (94%) of children with ALL can succesfully be treated with BFM-oriented therapy without cranial irradiation, and by reduction of treatment for standard risk (SRG) patients. To increase the cure rate in medium risk (MRG) patients the efficacy of high doses of intravenous 6-mercaptopurine (HD-6MP) during protocol M and in SRG patients the efficacy of high doses of L-asparaginase (HD-L-ASP) during maintenance treatment was studied in randomized studies. Patient stratification and treatment were identical to protocol ALL-BFM90, with the following differences: no prophylactic cranial irradiation, SRG patients received only phase 1 of protocol I. Four hundred and sixty-seven patients entered the protocol: 170 SRG, 241 MRG and 56 HRG patients. The 5 years event-free survival rate for all patients was 73% (s.e. 2%); for SRG, MRG and HRG patients 85% (s.e. 3%), 73% (s.e. 3%) and 39% (s.e. 7%), respectively. In patients >1 year of age at diagnosis unfavorable prognostic factors were male sex, >25% blasts in the bone marrow at day 15 and initial white blood cell count (WBC) >50 × 109/l. The cumulative risk of CNS relapse rate was 5% (s.e. 1%) at 5 years. These results confirm that the omission of cranial irradiation in BFM-oriented treatment does not jeopardize the overall good treatment results, nor does early reduction of chemotherapy in SRG patients. No benefit was observed from treatment intensification with HD-L-ASP in SRG patients, nor from HD-6MP in MRG patients.


Leukemia | 2000

Molecular detection of minimal residual disease is a strong predictive factor of relapse in childhood B-lineage acute lymphoblastic leukemia with medium risk features. A case control study of the International BFM study group

Andrea Biondi; Maria Grazia Valsecchi; Taku Seriu; E D'Aniello; Mj Willemse; K Fasching; A Pannunzio; H Gadner; Martin Schrappe; Willem A. Kamps; Claus R. Bartram; Jjm van Dongen; E R Panzer-Grümayer

The medium-risk B cell precursor acute lymphoblastic leukemia (ALL) accounts for 50–60% of total childhood ALL and comprises the largest number of relapses still unpredictable with diagnostic criteria. To evaluate the prognostic impact of minimal residual disease (MRD) in this specific group, a case control study was performed in patients classified and treated as medium (or intermediate)-risk according to the criteria of national studies (ALL-BFM 90, DCLSG protocol ALL-8, AIEOP-ALL 91), which includes a good day 7 treatment response. Standardized polymerase chain reaction (PCR) analysis of patient-specific immunoglobulin and T cell receptor gene (TCR) rearrangements were used as targets for semi-quantitative estimation of MRD levels: ⩾10−2, 10−3, ⩽10−4. Twenty-nine relapsing ALL patients were matched with the same number of controls by using white blood cell count (WBC), age, sex, and time in first complete remission, as matching factors. MRD was evaluated at time-point 1 (end of protocol Ia of induction treatment, ie 6 weeks from diagnosis) and time-point 2 (before consolidation treatment, ie 3 months from diagnosis). MRD-based high risk patients (⩾10−3 at both time-points) were more frequently present in the relapsed cases than in controls (14 vs 2), while MRD-based low risk patients (MRD negative at both time-points) (1 vs 18) showed the opposite distribution. MRD-based high risk cases experienced a significantly higher relapse rate than all other patients, according to the estimated seven-fold increase in the odds of failure, and a much higher rate than MRD-based low risk patients (OR = 35.7; P = 0.003). Using the Cox model, the prediction of the relapse-free interval at 4 years was 44.7%, 76.4% and 97.7% according to the different MRD categories. MRD-based risk group classification demonstrate their clinical relevance within the medium-risk B cell precursor ALL which account for the largest number of unpredictable relapses, despite the current knowledge about clinical and biological characteristics at diagnosis. Therefore, MRD detection during the first 3 months of follow-up can provide the tools to target more intensive therapy to those patients at true risk of relapse.


BMC Medical Research Methodology | 2009

Online focus groups as a tool to collect data in hard-to-include populations: examples from paediatric oncology

Kiek Tates; Marieke Zwaanswijk; Roel Otten; Sandra van Dulmen; Peter M. Hoogerbrugge; Willem A. Kamps; Jozien M. Bensing

BackgroundThe purpose of this article is to describe and evaluate the methodology of online focus group discussions within the setting of paediatric oncology.MethodsQualitative study consisting of separate moderated asynchronous online discussion groups with 7 paediatric cancer patients (aged 8–17), 11 parents, and 18 survivors of childhood cancer (aged 8–17 at diagnosis).ResultsAll three participant groups could be actively engaged over a one-week period. Respondents highly valued the flexibility and convenience of logging in at their own time and place to join the discussion. Adolescent patients and survivors emphasized that the anonymity experienced made them feel comfortable to express their views in detail. The findings indicate a strong preference for online group discussions across all participant groups.ConclusionThe findings show that online focus group methodology is a feasible tool for collecting qualitative data within the setting of paediatric oncology, and may offer new opportunities to collect data in other hard-to-include populations. The evaluations seem to indicate that the online group discussions have given participants an opportunity to articulate their experiences and views in a way they might not have done in a traditional group discussion.

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Eveline S. J. M. de Bont

University Medical Center Groningen

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Edo Vellenga

University Medical Center Groningen

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Wim J. E. Tissing

University Medical Center Groningen

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Rienk Tamminga

University Medical Center Groningen

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Arja ter Elst

University Medical Center Groningen

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Esther Sulkers

University Medical Center Groningen

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Petrie F. Roodbol

University Medical Center Groningen

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Annette Kingma

University Medical Center Groningen

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E. R. Van Wering

Boston Children's Hospital

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A. Postma

Boston Children's Hospital

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