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1.
Leukemia ; 36(7): 1759-1768, 2022 07.
Article in English | MEDLINE | ID: mdl-35585141

ABSTRACT

The mechanisms underlying T-ALL relapse remain essentially unknown. Multilevel-omics in 38 matched pairs of initial and relapsed T-ALL revealed 18 (47%) type-1 (defined by being derived from the major ancestral clone) and 20 (53%) type-2 relapses (derived from a minor ancestral clone). In both types of relapse, we observed known and novel drivers of multidrug resistance including MDR1 and MVP, NT5C2 and JAK-STAT activators. Patients with type-1 relapses were specifically characterized by IL7R upregulation. In remarkable contrast, type-2 relapses demonstrated (1) enrichment of constitutional cancer predisposition gene mutations, (2) divergent genetic and epigenetic remodeling, and (3) enrichment of somatic hypermutator phenotypes, related to BLM, BUB1B/PMS2 and TP53 mutations. T-ALLs that later progressed to type-2 relapses exhibited a complex subclonal architecture, unexpectedly, already at the time of initial diagnosis. Deconvolution analysis of ATAC-Seq profiles showed that T-ALLs later developing into type-1 relapses resembled a predominant immature thymic T-cell population, whereas T-ALLs developing into type-2 relapses resembled a mixture of normal T-cell precursors. In sum, our analyses revealed fundamentally different mechanisms driving either type-1 or type-2 T-ALL relapse and indicate that differential capacities of disease evolution are already inherent to the molecular setup of the initial leukemia.


Subject(s)
Precursor T-Cell Lymphoblastic Leukemia-Lymphoma , Child , Clonal Evolution/genetics , Humans , Mutation , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/genetics , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/metabolism , Recurrence
2.
Br J Haematol ; 192(4): 747-760, 2021 02.
Article in English | MEDLINE | ID: mdl-33521925

ABSTRACT

Mantle cell lymphoma (MCL) is a difficult-to-treat B-cell malignancy characterized by cyclin D1 (CD1) overexpression. Targeting CD1 in MCL has been shown to be of therapeutic significance. However, treatment of MCL remains challenging since patients are still subject to early and frequent relapse of the disease. To ensure their high proliferation rate, tumour cells have increased iron needs, making them more susceptible to iron deprivation. Indeed, several iron chelators proved to be effective anti-cancer agents. In this study, we demonstrate that the clinically approved iron chelator deferasirox (DFX) exerts an anti-tumoural effect in MCL cell lines and patient cells. The exposure of MCL cells to clinically feasible concentrations of DFX resulted in growth inhibition, cell cycle arrest and induction of apoptosis. We show that DFX unfolds its cytotoxic effect by a rapid induction of reactive oxygen species (ROS) that leads to oxidative stress and severe DNA damage and by triggering CD1 proteolysis in a mechanism that requires its phosphorylation on T286 by glycogen synthase kinase-3ß (GSK3ß). Moreover, we demonstrate that DFX mediates CD1 proteolysis by repressing the phosphatidylinositol 3-kinase (PI3K)/AKT/GSK3ß pathway via ROS generation. Our data suggest DFX as a potential therapeutic option for MCL and paves the way for more treatment options for these patients.


Subject(s)
Apoptosis/drug effects , Cyclin D1/metabolism , Deferasirox/pharmacology , Iron Chelating Agents/pharmacology , Lymphoma, Mantle-Cell/drug therapy , Proteolysis/drug effects , Cell Line, Tumor , Glycogen Synthase Kinase 3 beta/metabolism , Humans , Lymphoma, Mantle-Cell/metabolism , Reactive Oxygen Species/metabolism , Tumor Cells, Cultured
3.
Pediatr Blood Cancer ; 67(1): e28024, 2020 01.
Article in English | MEDLINE | ID: mdl-31595664

ABSTRACT

BACKGROUND: Therapy outcomes for childhood acute lymphoblastic leukemia (ALL) had substantially improved in the last decades, but variability across racial and ethnic groups was identified in some clinical studies. In this study, we aimed to investigate whether such a difference in outcome is found in the diverse ethnicities in Israel as well. METHODS: A retrospective study was conducted among 1154 patients (855 Jews, 195 Muslims, 52 Bedouins, 26 Druze, and 26 others) aged 1 to 21 years, who were diagnosed with ALL between 1989 and 2011 and were treated according to the same Berlin-Frankfurt-Muenster-based Israel National Study protocols. RESULTS: Bedouins had a higher incidence of t(1;19) (16% vs 3% for non-Bedouins) and a lower incidence of high-hyperdiploidy (10% vs 25% for non-Bedouins) (P = 0.01). Five-year event-free survival (EFS) and overall survival (OS) were poorer for the Bedouins (60.3% ± 7.2% and 63.1% ± 7.2%, respectively) compared with the Jews, Muslims, and Druze (80.4% ± 1.4%, 77.3% ± 3.2%, and 84% ± 7.3%, respectively, for EFS [P = 0.02], and 86.3% ± 1.2%, 82.3% ± 2.9%, and 88.3% ± 6.4%, respectively, for OS [P = 0.002]). Adherence to intensive chemotherapy was similar between the Muslims and the Bedouins. CONCLUSIONS: Our findings suggest that the Bedouins, a highly inbred ethnic Arab people, may be considered a higher risk group that may need more intensive chemotherapy and/or supportive care in order to improve their outcome.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Ethnicity/statistics & numerical data , Precursor Cell Lymphoblastic Leukemia-Lymphoma/mortality , Adolescent , Adult , Child , Child, Preschool , Female , Follow-Up Studies , Humans , Infant , Israel/epidemiology , Male , Precursor Cell Lymphoblastic Leukemia-Lymphoma/drug therapy , Precursor Cell Lymphoblastic Leukemia-Lymphoma/epidemiology , Precursor Cell Lymphoblastic Leukemia-Lymphoma/pathology , Prevalence , Prognosis , Retrospective Studies , Survival Rate , Young Adult
4.
Cancer Chemother Pharmacol ; 83(5): 859-866, 2019 05.
Article in English | MEDLINE | ID: mdl-30770960

ABSTRACT

PURPOSE: We report the unexpected absence of early relapse (before 30 months) in 24 consecutive patients with isolated limb primary Ewing sarcoma treated with an intensified pilot protocol, SCMCIE94. METHODS: Clinical data for the study were collected retrospectively from the patient files. The protocol included 6 courses of chemotherapy, split radiation, and limb salvage surgery. This SCMCIE94 protocol had been used in almost all the patients described in an earlier report, in whom those with non-pelvic isolated tumors and low/absent CD56 expression in Ewing sarcoma tumor cells were all long-term survivors. RESULTS: The 5-year (10-year) event-free survival rate for the patients with isolated limb primary Ewing sarcoma was 78.95 ± 8.3% (68.6 ± 10.0%) and the overall survival rate was 90.7 ± 6.2% (71.1 ± 11.2%). There were no relapses before 30 months in any of these patients. CONCLUSION: The intensified SCMCIE94 pilot protocol has been shown previously to cure patients with localized CD56-negative non-pelvic Ewing sarcoma. The present study shows that among all patients with localized extremity disease who were treated with this protocol, there were no cases of early relapse. Although our cohort was small, the difference in results from studies using other protocols is so striking, that it would seem reasonable to assume it is attributable to the changes made in the protocol itself rather than risk factors. Late relapses of isolated limb CD56-positive Ewing sarcoma suggest minimal residual disease warranting additional therapeutic approaches such as autologous stem cell rescue after Busulfan Melfelan.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Bone Neoplasms/therapy , Sarcoma, Ewing/therapy , Bone Neoplasms/pathology , CD56 Antigen/metabolism , Combined Modality Therapy , Disease-Free Survival , Humans , Limb Salvage/methods , Neoplasm Recurrence, Local , Pilot Projects , Retrospective Studies , Sarcoma, Ewing/pathology , Survival Rate
5.
J Pediatr Hematol Oncol ; 41(2): 105-111, 2019 03.
Article in English | MEDLINE | ID: mdl-30570510

ABSTRACT

This study evaluated the effect of an intensified pilot protocol, SCMCIE 94, on the outcome of Ewing sarcoma (EWS). The cohort included 121 patients with local or metastatic EWS treated at a tertiary pediatric medical center with the SCMCIE 94 (protocol 3, 1994 to 2011) or an earlier protocol (protocol 2, 1988 to 1994; protocol 1, 1985 to 1988). All protocols included 4 to 6 courses of chemotherapy, radiation, and surgery. Clinical data were collected retrospectively by chart review. Survival rates for protocol 3 were as follows: all patients-5-year event-free survival (EFS): 52.5%±5.6%, 10-year EFS: 49.3%±5.8%, 5-year overall survival (OS): 68.8%±5.3%, and 10-year OS: 51.1%±6.3%; patients with localized disease (any site)-5-year EFS: 63.5%±6.0% and 5-year OS: 77.2%±5.3%; patients with localized extremity disease-5-year EFS: 78.95%±8.3%, 10-year EFS: 68.6%±10.0%, 5-year OS: 90.7%±6.2%, and 10-year OS: 71.1%±11.2%. Protocol 3 was associated with an increase in 10-year EFS of 16% overall and 33% in patients with localized extremity disease compared with protocols 1+2, and a significant improvement in 5-year EFS and OS in patients with any localized disease (P=0.001). No survival benefit was found for metastatic disease. On multivariate analysis, protocol and metastatic disease were significantly independent prognostic factors. The intensified SCMCIE 94 protocol seems to increase survival in patients with localized but not metastatic EWS.


Subject(s)
Bone Neoplasms/mortality , Bone Neoplasms/therapy , Sarcoma, Ewing/mortality , Sarcoma, Ewing/therapy , Adolescent , Adult , Bone Neoplasms/pathology , Child , Child, Preschool , Disease-Free Survival , Female , Humans , Infant , Male , Neoplasm Metastasis , Pilot Projects , Sarcoma, Ewing/pathology , Survival Rate
6.
Proc Natl Acad Sci U S A ; 114(20): E4030-E4039, 2017 05 16.
Article in English | MEDLINE | ID: mdl-28461505

ABSTRACT

Children with Down syndrome (DS) are prone to development of high-risk B-cell precursor ALL (DS-ALL), which differs genetically from most sporadic pediatric ALLs. Increased expression of cytokine receptor-like factor 2 (CRLF2), the receptor to thymic stromal lymphopoietin (TSLP), characterizes about half of DS-ALLs and also a subgroup of sporadic "Philadelphia-like" ALLs. To understand the pathogenesis of relapsed DS-ALL, we performed integrative genomic analysis of 25 matched diagnosis-remission and -relapse DS-ALLs. We found that the CRLF2 rearrangements are early events during DS-ALL evolution and generally stable between diagnoses and relapse. Secondary activating signaling events in the JAK-STAT/RAS pathway were ubiquitous but highly redundant between diagnosis and relapse, suggesting that signaling is essential but that no specific mutations are "relapse driving." We further found that activated JAK2 may be naturally suppressed in 25% of CRLF2pos DS-ALLs by loss-of-function aberrations in USP9X, a deubiquitinase previously shown to stabilize the activated phosphorylated JAK2. Interrogation of large ALL genomic databases extended our findings up to 25% of CRLF2pos, Philadelphia-like ALLs. Pharmacological or genetic inhibition of USP9X, as well as treatment with low-dose ruxolitinib, enhanced the survival of pre-B ALL cells overexpressing mutated JAK2. Thus, somehow counterintuitive, we found that suppression of JAK-STAT "hypersignaling" may be beneficial to leukemic B-cell precursors. This finding and the reduction of JAK mutated clones at relapse suggest that the therapeutic effect of JAK specific inhibitors may be limited. Rather, combined signaling inhibitors or direct targeting of the TSLP receptor may be a useful therapeutic strategy for DS-ALL.


Subject(s)
Down Syndrome/complications , Janus Kinases/metabolism , Precursor Cell Lymphoblastic Leukemia-Lymphoma/metabolism , STAT Transcription Factors/metabolism , Adolescent , Cell Line, Tumor , Child , Child, Preschool , Female , Humans , Male , Mutation , Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics , Receptors, Cytokine/genetics , Recurrence , Signal Transduction , Ubiquitin Thiolesterase/genetics , Young Adult
7.
Genes Chromosomes Cancer ; 56(8): 639-650, 2017 08.
Article in English | MEDLINE | ID: mdl-28437838

ABSTRACT

Ependymoma is a malignant pediatric brain tumor, often incurable under the current treatment regimen. We aimed to evaluate the expression of microRNAs (miRs) in pediatric ependymoma tumors in an attempt to identify prognostic molecular markers which would lead to potential therapeutic targets. Following miR-array expression analysis, we focused on 9 miRs that correlated with relapse which were further validated by quantitative real-time PCR (qRT-PCR) in a cohort of 67 patients. Western blotting and immunohistochemistry were used to measure target protein expression in 20 and 34 tumor samples, respectively. High expression of miR-124-3p significantly correlated with the lower progression-free survival (PFS) of 16% compared to 67% in those expressing low levels (P = .002). Interestingly, in the group of patients with local disease (n = 56) expression levels of this miR distinguished 2 subgroups with a significantly different outcome (P = .001). miR-124-3p was identified as an independent prognostic factor of relapse in the multivariate analysis performed in the whole cohort and in the group with localized disease. In the localized group, a patient expressing high levels of miR-124-3p had a 4.1-fold increased risk for relapse (P = .005). We demonstrated the direct binding of miR-124-3p to its target TP53INP1. Negative TP53INP1 protein levels correlated with a poor outcome (P = .034). We propose miR-124-3p and TP53INP1 as new biomarkers for prognostic stratification that may be possible therapeutic targets for ependymoma.


Subject(s)
Biomarkers, Tumor/genetics , Brain Neoplasms/genetics , Carrier Proteins/genetics , Ependymoma/genetics , Heat-Shock Proteins/genetics , MicroRNAs/genetics , Adolescent , Biomarkers, Tumor/metabolism , Brain Neoplasms/diagnosis , Brain Neoplasms/metabolism , Brain Neoplasms/pathology , Carrier Proteins/metabolism , Child , Child, Preschool , Disease-Free Survival , Ependymoma/diagnosis , Ependymoma/metabolism , Ependymoma/pathology , Female , Heat-Shock Proteins/metabolism , Humans , Infant , Male , MicroRNAs/metabolism
8.
J Pediatr Surg ; 52(10): 1637-1641, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28209418

ABSTRACT

BACKGROUND/PURPOSE: We present our long experience with desmoid tumors in children. METHODS: Data were retrospectively collected from 17 children/adolescents treated for sporadic desmoid tumors at a tertiary pediatric hospital in 1988-2016. There were 10 girls and 7 boys aged 1-17years. Tumor sites included head and neck, trunk, extremity, and groin. Eight patients underwent radical resection, with complete remission in 7 and local relapse in one which was treated with chemotherapy. Four patients underwent incomplete surgical resection, three with adjuvant chemotherapy. Five patients underwent biopsy only and chemotherapy. Two of the 9 chemotherapy-treated patients also had intraarterial chemoembolization. Chemotherapy usually consisted of vincristine and actinomycin-D with or without cyclophosphamide or low-dose vinblastine and methotrexate. Two patients also received tamoxifen. RESULTS: After a median follow-up of 3.3years, 10 patients were alive in complete remission, 5 had stable disease, and 2 had reduced tumor size. Five-year overall survival was 100%, and event-free survival, 87.5%. Ten were screened for CTNNB1 mutations. CTNNB1 gene sequencing yielded mutations in 5/10 samples tested: 3 T41A, 2 S45F. There was no association of CTNNB1 mutation with clinical outcome or prognosis. CONCLUSION: Pediatric desmoid tumors are rare, with variable biologic behavior and morbidity. Treatment requires a multidisciplinary approach. LEVEL OF EVIDENCE: LEVEL IV, treatment study.


Subject(s)
Fibromatosis, Aggressive/drug therapy , Fibromatosis, Aggressive/surgery , Adolescent , Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Disease-Free Survival , Female , Humans , Male , Retrospective Studies , Treatment Failure
9.
Br J Haematol ; 172(5): 769-81, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26898195

ABSTRACT

In childhood acute lymphoblastic leukaemia (ALL), central nervous system (CNS) involvement is rare at diagnosis (1-4%), but more frequent at relapse (~30%). Because of the significant late sequelae of CNS treatment, early identification of patients at risk of CNS relapse is crucial. Using microarray-analysis, we discovered multiple differentially expressed genes between B-cell precursor (BCP) ALL cells in bone marrow (BM) and BCP-ALL cells in cerebrospinal fluid (CSF) at the time of isolated CNS relapse. After confirmation by real-time quantitative polymerase chain reaction, selected genes (including SCD and SPP1) were validated at the protein level by flowcytometric analysis of BCP-ALL cells in CSF. Further flowcytometric validation showed that a subpopulation of BCP-ALL cells (>1%) with a 'CNS protein profile' (SCD positivity and increased SPP1 expression) was present in the BM at diagnosis in patients who later developed an isolated CNS relapse, whereas this subpopulation was <1% or absent in all other patients. These data indicate that the presence of a (small) subpopulation of BCP-ALL cells with a 'CNS protein profile' at diagnosis (particularly SCD-positivity) is associated with isolated CNS relapse. Such information can be used to design new diagnostic and treatment strategies that aim at prevention of CNS relapse with reduced toxicity.


Subject(s)
Biomarkers, Tumor/cerebrospinal fluid , Central Nervous System/pathology , Leukemic Infiltration/diagnosis , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/diagnosis , Adolescent , Child , Child, Preschool , DNA Nucleotidylexotransferase/cerebrospinal fluid , Female , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic , Humans , Infant , Leukocyte Count , Male , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/genetics , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/pathology , Recurrence
10.
Genes Chromosomes Cancer ; 55(4): 328-39, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26684414

ABSTRACT

Our aim was to identify miRNAs that can predict risk of relapse in pediatric patients with acute lymphoblastic leukemia (ALL). Following high-throughput miRNA expression analysis (48 samples), five miRs were selected for further confirmation performed by real time quantitative PCR on a cohort of precursor B-cell ALL patients (n = 138). The results were correlated with clinical parameters and outcome. Low expression of miR-151-5p, and miR-451, and high expression of miR-1290 or a combination of all three predicted inferior relapse free survival (P = 0.007, 0.042, 0.025, and <0.0001, respectively). Cox regression analysis identified aberrant expression of the three miRs as an independent prognostic marker with a 10.5-fold increased risk of relapse (P = 0.041) in PCR-MRD non-high risk patients. Furthermore, following exclusion of patients harboring IKZF1 deletion, the aberrant expression of all three miRs could identify patients with a 24.5-fold increased risk to relapse (P < 0.0001). The prognostic relevance of the three miRNAs was evaluated in a non-BFM treated precursor B-cell ALL cohort (n = 33). A significant correlation between an aberrant expression of at least one of the three miRs and poor outcome was maintained (P < 0.0001). Our results identify an expression profile of miR-151-5p, miR-451, and miR-1290 as a novel biomarker for outcome in pediatric precursor B-cell ALL patients, regardless of treatment protocol. The use of these markers may lead to improved risk stratification at diagnosis and allow early therapeutic interventions in an attempt to improve survival of high risk patients.


Subject(s)
MicroRNAs/biosynthesis , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/genetics , Child , Child, Preschool , Cohort Studies , Female , Gene Expression Profiling , Humans , Infant , Male , MicroRNAs/genetics , Oligonucleotide Array Sequence Analysis , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/diagnosis , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/physiopathology , Prognosis , Recurrence
11.
Oncotarget ; 6(32): 33834-48, 2015 Oct 20.
Article in English | MEDLINE | ID: mdl-26393682

ABSTRACT

Ewing Sarcoma (ES) is the second most common primary malignant bone tumor in children and adolescents. microRNAs (miRNAs) are involved in cancer as tumor suppressors or oncogenes. We studied the involvement of miRNAs located on chromosomes 11q and 22q that participate in the most common translocation in ES. Of these, we focused on 3 that belong to the let-7 family.We studied the expression levels of let-7a, and let-7b and detected a significant correlation between low expression of let-7b and increased risk of relapse. let-7 is known to be a negative regulator of the RAS oncogene. Indeed, we detected an inverse association between the expression of let-7 and RAS protein levels and its downstream target p-ERK, following transfection of let-7 mimics and inhibitors. Furthermore, we identified let-7 as a negative regulator of HIF-1α and EWS-FLI-1. Moreover, we were able to show that HIF-1α directly binds to the EWS-FLI-1 promoter. Salirasib treatment in-vitro resulted in the reduction of cell viability, migration ability, and in the decrease of cells in S-phase. A significant reduction in tumor burden and in the expression levels of both HIF-1α and EWS-FLI-1 proteins were observed in mice after treatment.Our results support the hypothesis that let-7 is a tumor suppressor that negatively regulates RAS, also in ES, and that HIF-1α may contribute to the aggressive metastatic behavior of ES. Moreover, the reduction in the tumor burden in a mouse model of ES following Salirasib treatment, suggests therapeutic potential for this RAS inhibitor in ES.


Subject(s)
Gene Expression Regulation, Neoplastic , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , MicroRNAs/metabolism , Sarcoma, Ewing/metabolism , ras Proteins/metabolism , Adolescent , Adult , Animals , Antineoplastic Agents/therapeutic use , Cell Cycle , Cell Movement , Cell Survival , Child , Child, Preschool , Chromosomes, Human, Pair 11/genetics , Chromosomes, Human, Pair 22/genetics , Disease-Free Survival , Farnesol/analogs & derivatives , Farnesol/therapeutic use , Female , Gene Silencing , Genes, Tumor Suppressor , Humans , Infant , Male , Mice , Mice, Inbred NOD , Mice, SCID , Neoplasm Transplantation , Oncogene Proteins, Fusion/metabolism , Proto-Oncogene Protein c-fli-1/metabolism , RNA-Binding Protein EWS/metabolism , Random Allocation , Salicylates/therapeutic use , Sarcoma, Ewing/pathology , Signal Transduction , Young Adult
12.
Haematologica ; 100(11): 1442-50, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26294725

ABSTRACT

Relapsed precursor T-cell acute lymphoblastic leukemia is characterized by resistance against chemotherapy and is frequently fatal. We aimed at understanding the molecular mechanisms resulting in relapse of T-cell acute lymphoblastic leukemia and analyzed 13 patients at first diagnosis, remission and relapse by whole exome sequencing, targeted ultra-deep sequencing, multiplex ligation dependent probe amplification and DNA methylation array. Compared to primary T-cell acute lymphoblastic leukemia, in relapse the number of single nucleotide variants and small insertions and deletions approximately doubled from 11.5 to 26. Targeted ultra-deep sequencing sensitively detected subclones that were selected for in relapse. The mutational pattern defined two types of relapses. While both are characterized by selection of subclones and acquisition of novel mutations, 'type 1' relapse derives from the primary leukemia whereas 'type 2' relapse originates from a common pre-leukemic ancestor. Relapse-specific changes included activation of the nucleotidase NT5C2 resulting in resistance to chemotherapy and mutations of epigenetic modulators, exemplified by SUZ12, WHSC1 and SMARCA4. While mutations present in primary leukemia and in relapse were enriched for known drivers of leukemia, relapse-specific changes revealed an association with general cancer-promoting mechanisms. This study thus identifies mechanisms that drive progression of pediatric T-cell acute lymphoblastic leukemia to relapse and may explain the characteristic treatment resistance of this condition.


Subject(s)
DNA Methylation , DNA, Neoplasm , Mutation , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma , Promoter Regions, Genetic , Adolescent , Child , Child, Preschool , DNA, Neoplasm/genetics , DNA, Neoplasm/metabolism , Female , Humans , Male , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/genetics , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/metabolism , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/pathology
13.
Genome Biol ; 16: 133, 2015 Jun 25.
Article in English | MEDLINE | ID: mdl-26109056

ABSTRACT

BACKGROUND: Gene expression profiling is being widely applied in cancer research to identify biomarkers for clinical endpoint prediction. Since RNA-seq provides a powerful tool for transcriptome-based applications beyond the limitations of microarrays, we sought to systematically evaluate the performance of RNA-seq-based and microarray-based classifiers in this MAQC-III/SEQC study for clinical endpoint prediction using neuroblastoma as a model. RESULTS: We generate gene expression profiles from 498 primary neuroblastomas using both RNA-seq and 44 k microarrays. Characterization of the neuroblastoma transcriptome by RNA-seq reveals that more than 48,000 genes and 200,000 transcripts are being expressed in this malignancy. We also find that RNA-seq provides much more detailed information on specific transcript expression patterns in clinico-genetic neuroblastoma subgroups than microarrays. To systematically compare the power of RNA-seq and microarray-based models in predicting clinical endpoints, we divide the cohort randomly into training and validation sets and develop 360 predictive models on six clinical endpoints of varying predictability. Evaluation of factors potentially affecting model performances reveals that prediction accuracies are most strongly influenced by the nature of the clinical endpoint, whereas technological platforms (RNA-seq vs. microarrays), RNA-seq data analysis pipelines, and feature levels (gene vs. transcript vs. exon-junction level) do not significantly affect performances of the models. CONCLUSIONS: We demonstrate that RNA-seq outperforms microarrays in determining the transcriptomic characteristics of cancer, while RNA-seq and microarray-based models perform similarly in clinical endpoint prediction. Our findings may be valuable to guide future studies on the development of gene expression-based predictive models and their implementation in clinical practice.


Subject(s)
Gene Expression Profiling , Neuroblastoma/genetics , Oligonucleotide Array Sequence Analysis , Sequence Analysis, RNA , Adolescent , Adult , Child , Child, Preschool , Endpoint Determination , Female , Humans , Infant , Infant, Newborn , Male , Models, Genetic , Neuroblastoma/classification , Neuroblastoma/diagnosis , Tumor Cells, Cultured , Young Adult
14.
Cancer Cell ; 27(5): 728-43, 2015 May 11.
Article in English | MEDLINE | ID: mdl-25965575

ABSTRACT

Ependymal tumors across age groups are currently classified and graded solely by histopathology. It is, however, commonly accepted that this classification scheme has limited clinical utility based on its lack of reproducibility in predicting patients' outcome. We aimed at establishing a uniform molecular classification using DNA methylation profiling. Nine molecular subgroups were identified in a large cohort of 500 tumors, 3 in each anatomical compartment of the CNS, spine, posterior fossa, supratentorial. Two supratentorial subgroups are characterized by prototypic fusion genes involving RELA and YAP1, respectively. Regarding clinical associations, the molecular classification proposed herein outperforms the current histopathological classification and thus might serve as a basis for the next World Health Organization classification of CNS tumors.


Subject(s)
Age Factors , Central Nervous System Neoplasms/pathology , Ependymoma/pathology , Adaptor Proteins, Signal Transducing/genetics , Adolescent , Adult , Aged , Central Nervous System Neoplasms/classification , Central Nervous System Neoplasms/genetics , Child , Child, Preschool , DNA Methylation , Ependymoma/classification , Ependymoma/genetics , Female , Gene Dosage , Gene Expression Profiling , Gene Fusion , Humans , Infant , Male , Middle Aged , Phosphoproteins/genetics , Transcription Factors , Transcription, Genetic , YAP-Signaling Proteins , Young Adult
15.
Clin Cancer Res ; 21(8): 1904-15, 2015 Apr 15.
Article in English | MEDLINE | ID: mdl-25231397

ABSTRACT

PURPOSE: To optimize neuroblastoma treatment stratification, we aimed at developing a novel risk estimation system by integrating gene expression-based classification and established prognostic markers. EXPERIMENTAL DESIGN: Gene expression profiles were generated from 709 neuroblastoma specimens using customized 4 × 44 K microarrays. Classification models were built using 75 tumors with contrasting courses of disease. Validation was performed in an independent test set (n = 634) by Kaplan-Meier estimates and Cox regression analyses. RESULTS: The best-performing classifier predicted patient outcome with an accuracy of 0.95 (sensitivity, 0.93; specificity, 0.97) in the validation cohort. The highest potential clinical value of this predictor was observed for current low-risk patients [5-year event-free survival (EFS), 0.84 ± 0.02 vs. 0.29 ± 0.10; 5-year overall survival (OS), 0.99 ± 0.01 vs. 0.76 ± 0.11; both P < 0.001] and intermediate-risk patients (5-year EFS, 0.88 ± 0.06 vs. 0.41 ± 0.10; 5-year OS, 1.0 vs. 0.70 ± 0.09; both P < 0.001). In multivariate Cox regression models for low-risk/intermediate-risk patients, the classifier outperformed risk assessment of the current German trial NB2004 [EFS: hazard ratio (HR), 5.07; 95% confidence interval (CI), 3.20-8.02; OS: HR, 25.54; 95% CI, 8.40-77.66; both P < 0.001]. On the basis of these findings, we propose to integrate the classifier into a revised risk stratification system for low-risk/intermediate-risk patients. According to this system, we identified novel subgroups with poor outcome (5-year EFS, 0.19 ± 0.08; 5-year OS, 0.59 ± 0.1), for whom we propose intensified treatment, and with beneficial outcome (5-year EFS, 0.87 ± 0.05; 5-year OS, 1.0), who may benefit from treatment de-escalation. CONCLUSIONS: Combination of gene expression-based classification and established prognostic markers improves risk estimation of patients with low-risk/intermediate-risk neuroblastoma. We propose to implement our revised treatment stratification system in a prospective clinical trial.


Subject(s)
Biomarkers, Tumor/genetics , Gene Expression Profiling , Neuroblastoma/genetics , Neuroblastoma/mortality , Cluster Analysis , Female , Follow-Up Studies , Gene Expression Regulation, Neoplastic , Humans , Kaplan-Meier Estimate , Male , Neuroblastoma/diagnosis , Neuroblastoma/therapy , Prognosis , Regression Analysis , Reproducibility of Results , Risk Assessment , Risk Factors
17.
Pediatr Res ; 75(4): 482-6, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24441107

ABSTRACT

BACKGROUND: WD repeat and SOCS box containing protein 1 (WSB1) generates three isoforms that were found to play a role in cancer cell growth and tumor progression. We have studied their expression in neuroblastoma (NB). METHODS: The behavior of the expression levels of the WSB1 isoforms was analyzed in NB cell lines, in an in vivo NB xenograft mouse model, and in primary NB tumors using real-time PCR. Effective WSB1 small interfering RNAs were transfected into cultured NB cell lines, and cell viability was analyzed using XTT assay and flow cytometry. RESULTS: A significant predominance of the WSB1 isoform 3 (WSB1(3)) expression level was demonstrated in all NB systems examined. Correspondingly, combination of WSB1(3) silencing together with WSB1 isoforms 1+2 silencing in NB cells showed reduced growth, enhanced apoptosis rate, and increased sensitivity to chemotherapeutic agents, specifically related to low expression of WSB1(3). CONCLUSION: Our results point to a possible differential role of WSB1 isoforms in NB and suggest WSB1(3) as a target for therapy in NB.


Subject(s)
Cell Division/physiology , Cell Survival/physiology , Neuroblastoma/pathology , Protein Isoforms/physiology , Proteins/physiology , Animals , Cell Line, Tumor , Humans , Intracellular Signaling Peptides and Proteins , Mice , Neuroblastoma/metabolism , Protein Isoforms/metabolism , Proteins/metabolism
18.
Hum Mol Genet ; 23(3): 590-601, 2014 Feb 01.
Article in English | MEDLINE | ID: mdl-24045615

ABSTRACT

Acute lymphoblastic leukemia (ALL) accounts for ∼25% of pediatric malignancies. Of interest, the incidence of ALL is observed ∼20% higher in males relative to females. The mechanism behind the phenomenon of sex-specific differences is presently not understood. Employing genome-wide genetic aberration screening in 19 ALL samples, one of the most recurrent lesions identified was monoallelic deletion of the 5' region of SLX4IP. We characterized this deletion by conventional molecular genetic techniques and analyzed its interrelationships with biological and clinical characteristics using specimens and data from 993 pediatric patients enrolled into trial AIEOP-BFM ALL 2000. Deletion of SLX4IP was detected in ∼30% of patients. Breakpoints within SLX4IP were defined to recurrent positions and revealed junctions with typical characteristics of illegitimate V(D)J-mediated recombination. In initial and validation analyses, SLX4IP deletions were significantly associated with male gender and ETV6/RUNX1-rearranged ALL (both overall P < 0.0001). For mechanistic validation, a second recurrent deletion affecting TAL1 and caused by the same molecular mechanism was analyzed in 1149 T-cell ALL patients. Validating a differential role by sex of illegitimate V(D)J-mediated recombination at the TAL1 locus, 128 out of 1149 T-cell ALL samples bore a deletion and males were significantly more often affected (P = 0.002). The repeatedly detected association of SLX4IP deletion with male sex and the extension of the sex bias to deletion of the TAL1 locus suggest that differential illegitimate V(D)J-mediated recombination events at specific loci may contribute to the consistent observation of higher incidence rates of childhood ALL in boys compared with girls.


Subject(s)
Carrier Proteins/genetics , Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics , Recombinases/genetics , V(D)J Recombination , Adolescent , Basic Helix-Loop-Helix Transcription Factors/genetics , Child , Child, Preschool , Cohort Studies , Core Binding Factor Alpha 2 Subunit/genetics , Female , Gene Deletion , Humans , Infant , Male , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins c-ets/genetics , Repressor Proteins/genetics , T-Cell Acute Lymphocytic Leukemia Protein 1 , ETS Translocation Variant 6 Protein
19.
PLoS One ; 8(11): e78713, 2013.
Article in English | MEDLINE | ID: mdl-24223844

ABSTRACT

Neuroblastoma (NB) arises from the embryonic neural crest and is the most common extracranial solid tumor in children under 5 years of age. Reduced expression of Dicer1 has recently been shown to be in correlation with poor prognosis in NB patients. This study aimed to investigate the mechanisms that could lead to the down-regulation of Dicer1 in neuroblastoma. We used computational prediction to identify potential miRs down-regulating Dicer1 in neuroblastoma. One of the miRs that were predicted to target Dicer1 was miR-192. We measured the levels of miR-192 in 43 primary tumors using real time PCR. Following the silencing of miR-192, the levels of dicer1 cell viability, cell proliferation and migration capability were analyzed. Multivariate analysis identified miR-192 as an independent prognostic marker for relapse in neuroblastoma patients (p=0.04). We were able to show through a dual luciferase assay and side-directed mutational analysis that miR-192 directly binds the 3' UTR of Dicer1 on positions 1232-1238 and 2282-2288. An increase in cell viability, proliferation and migration rates were evident in NB cells transfected with miR-192-mimic. Yet, there was a significant decrease in proliferation when NB cells were transfected with an miR-192-inhibitor We suggest that miR-192 might be a key player in NB by regulating Dicer1 expression.


Subject(s)
DEAD-box RNA Helicases/genetics , Gene Expression Regulation, Neoplastic , MicroRNAs/genetics , Neuroblastoma/genetics , Ribonuclease III/genetics , 3' Untranslated Regions/genetics , Base Sequence , Binding Sites/genetics , Blotting, Western , Cell Line, Tumor , Cell Movement/genetics , Cell Proliferation , Cell Survival/genetics , Child, Preschool , Cohort Studies , DEAD-box RNA Helicases/metabolism , Gene Knockdown Techniques , Humans , Infant , Kaplan-Meier Estimate , MicroRNAs/metabolism , Multivariate Analysis , Mutation , Neoplasm Recurrence, Local , Neuroblastoma/metabolism , Neuroblastoma/pathology , Prognosis , Protein Binding , Reverse Transcriptase Polymerase Chain Reaction , Ribonuclease III/metabolism
20.
Epigenetics ; 8(11): 1198-204, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24005033

ABSTRACT

Using a candidate gene approach we recently identified frequent methylation of the RASSF2 gene associated with poor overall survival in Ewing sarcoma (ES). To identify effective biomarkers in ES on a genome-wide scale, we used a functionally proven epigenetic approach, in which gene expression was induced in ES cell lines by treatment with a demethylating agent followed by hybridization onto high density gene expression microarrays. After following a strict selection criterion, 34 genes were selected for expression and methylation analysis in ES cell lines and primary ES. Eight genes (CTHRC1, DNAJA4, ECHDC2, NEFH, NPTX2, PHF11, RARRES2, TSGA14) showed methylation frequencies of>20% in ES tumors (range 24-71%), these genes were expressed in human bone marrow derived mesenchymal stem cells (hBMSC) and hypermethylation was associated with transcriptional silencing. Methylation of NPTX2 or PHF11 was associated with poorer prognosis in ES. In addition, six of the above genes also showed methylation frequency of>20% (range 36-50%) in osteosarcomas. Identification of these genes may provide insights into bone cancer tumorigenesis and development of epigenetic biomarkers for prognosis and detection of these rare tumor types.


Subject(s)
Bone Neoplasms/genetics , DNA Methylation , Epigenesis, Genetic , Sarcoma, Ewing/genetics , Bone Neoplasms/metabolism , Bone Neoplasms/mortality , Cell Line, Tumor , Gene Expression Profiling , Gene Silencing , Humans , Mesenchymal Stem Cells/metabolism , Oligonucleotide Array Sequence Analysis , Sarcoma, Ewing/metabolism , Sarcoma, Ewing/mortality , Survival Rate , Transcriptome
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