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1.
Commun Biol ; 6(1): 402, 2023 04 13.
Article in English | MEDLINE | ID: mdl-37055469

ABSTRACT

Cancer cell migration is a driving mechanism of invasion in solid malignant tumors. Anti-migratory treatments provide an alternative approach for managing disease progression. However, we currently lack scalable screening methods for identifying novel anti-migratory drugs. To this end, we develop a method that can estimate cell motility from single end-point images in vitro by estimating differences in the spatial distribution of cells and inferring proliferation and diffusion parameters using agent-based modeling and approximate Bayesian computation. To test the power of our method, we use it to investigate drug responses in a collection of 41 patient-derived glioblastoma cell cultures, identifying migration-associated pathways and drugs with potent anti-migratory effects. We validate our method and result in both in silico and in vitro using time-lapse imaging. Our proposed method applies to standard drug screen experiments, with no change needed, and emerges as a scalable approach to screen for anti-migratory drugs.


Subject(s)
Glioblastoma , Humans , Glioblastoma/metabolism , Bayes Theorem , Disease Progression , Cell Culture Techniques , Cell Proliferation
2.
PLoS Comput Biol ; 18(3): e1009844, 2022 03.
Article in English | MEDLINE | ID: mdl-35239640

ABSTRACT

In many human cancers, the rate of cell growth depends crucially on the size of the tumor cell population. Low, zero, or negative growth at low population densities is known as the Allee effect; this effect has been studied extensively in ecology, but so far lacks a good explanation in the cancer setting. Here, we formulate and analyze an individual-based model of cancer, in which cell division rates are increased by the local concentration of an autocrine growth factor produced by the cancer cells themselves. We show, analytically and by simulation, that autocrine signaling suffices to cause both strong and weak Allee effects. Whether low cell densities lead to negative (strong effect) or reduced (weak effect) growth rate depends directly on the ratio of cell death to proliferation, and indirectly on cellular dispersal. Our model is consistent with experimental observations from three patient-derived brain tumor cell lines grown at different densities. We propose that further studying and quantifying population-wide feedback, impacting cell growth, will be central for advancing our understanding of cancer dynamics and treatment, potentially exploiting Allee effects for therapy.


Subject(s)
Autocrine Communication , Neoplasms , Ecology , Feedback , Humans , Models, Biological , Population Density , Population Dynamics
3.
Cancer Res Commun ; 2(3): 182-201, 2022 03.
Article in English | MEDLINE | ID: mdl-36874405

ABSTRACT

Deregulated expression of MYC family oncogenes occurs frequently in human cancer and is often associated with aggressive disease and poor prognosis. While MYC is a highly warranted target, it has been considered "undruggable," and no specific anti-MYC drugs are available in the clinic. We recently identified molecules named MYCMIs that inhibit the interaction between MYC and its essential partner MAX. Here we show that one of these molecules, MYCMI-7, efficiently and selectively inhibits MYC:MAX and MYCN:MAX interactions in cells, binds directly to recombinant MYC, and reduces MYC-driven transcription. In addition, MYCMI-7 induces degradation of MYC and MYCN proteins. MYCMI-7 potently induces growth arrest/apoptosis in tumor cells in a MYC/MYCN-dependent manner and downregulates the MYC pathway on a global level as determined by RNA sequencing. Sensitivity to MYCMI-7 correlates with MYC expression in a panel of 60 tumor cell lines and MYCMI-7 shows high efficacy toward a collection of patient-derived primary glioblastoma and acute myeloid leukemia (AML) ex vivo cultures. Importantly, a variety of normal cells become G1 arrested without signs of apoptosis upon MYCMI-7 treatment. Finally, in mouse tumor models of MYC-driven AML, breast cancer, and MYCN-amplified neuroblastoma, treatment with MYCMI-7 downregulates MYC/MYCN, inhibits tumor growth, and prolongs survival through apoptosis with few side effects. In conclusion, MYCMI-7 is a potent and selective MYC inhibitor that is highly relevant for the development into clinically useful drugs for the treatment of MYC-driven cancer. Significance: Our findings demonstrate that the small-molecule MYCMI-7 binds MYC and inhibits interaction between MYC and MAX, thereby hampering MYC-driven tumor cell growth in culture and in vivo while sparing normal cells.


Subject(s)
Neuroblastoma , Animals , Mice , Humans , N-Myc Proto-Oncogene Protein/genetics , Cell Line, Tumor , Neuroblastoma/drug therapy , Cell Proliferation , Cell Cycle
4.
Neuro Oncol ; 24(5): 726-738, 2022 05 04.
Article in English | MEDLINE | ID: mdl-34919147

ABSTRACT

BACKGROUND: Patient-derived xenograft (PDX) models of glioblastoma (GBM) are a central tool for neuro-oncology research and drug development, enabling the detection of patient-specific differences in growth, and in vivo drug response. However, existing PDX models are not well suited for large-scale or automated studies. Thus, here, we investigate if a fast zebrafish-based PDX model, supported by longitudinal, AI-driven image analysis, can recapitulate key aspects of glioblastoma growth and enable case-comparative drug testing. METHODS: We engrafted 11 GFP-tagged patient-derived GBM IDH wild-type cell cultures (PDCs) into 1-day-old zebrafish embryos, and monitored fish with 96-well live microscopy and convolutional neural network analysis. Using light-sheet imaging of whole embryos, we analyzed further the invasive growth of tumor cells. RESULTS: Our pipeline enables automatic and robust longitudinal observation of tumor growth and survival of individual fish. The 11 PDCs expressed growth, invasion and survival heterogeneity, and tumor initiation correlated strongly with matched mouse PDX counterparts (Spearman R = 0.89, p < 0.001). Three PDCs showed a high degree of association between grafted tumor cells and host blood vessels, suggesting a perivascular invasion phenotype. In vivo evaluation of the drug marizomib, currently in clinical trials for GBM, showed an effect on fish survival corresponding to PDC in vitro and in vivo marizomib sensitivity. CONCLUSIONS: Zebrafish xenografts of GBM, monitored by AI methods in an automated process, present a scalable alternative to mouse xenograft models for the study of glioblastoma tumor initiation, growth, and invasion, applicable to patient-specific drug evaluation.


Subject(s)
Brain Neoplasms , Glioblastoma , Animals , Brain Neoplasms/pathology , Cell Line, Tumor , Disease Models, Animal , Glioblastoma/pathology , Heterografts , Humans , Xenograft Model Antitumor Assays , Zebrafish
5.
Biomolecules ; 11(11)2021 11 15.
Article in English | MEDLINE | ID: mdl-34827693

ABSTRACT

p53 is involved in DNA damage response and is an exciting target for radiosensitization in cancer. Targeted radionuclide therapy against somatostatin receptors with 177Lu-DOTATATE is currently being explored as a treatment for neuroblastoma. The aim of this study was to investigate the novel p53-stabilizing peptide VIP116 in neuroblastoma, both as monotherapy and together with 177Lu-DOTATATE. Five neuroblastoma cell lines, including two patient-derived xenograft (PDX) lines, were characterized in monolayer cultures. Four out of five were positive for 177Lu-DOTATATE uptake. IC50 values after VIP116 treatments correlated with p53 status, ranging between 2.8-238.2 µM. IMR-32 and PDX lines LU-NB-1 and LU-NB-2 were then cultured as multicellular tumor spheroids and treated with 177Lu-DOTATATE and/or VIP116. Spheroid growth was inhibited in all spheroid models for all treatment modalities. The most pronounced effects were observed for combination treatments, mediating synergistic effects in the IMR-32 model. VIP116 and combination treatment increased p53 levels with subsequent induction of p21, Bax and cleaved caspase 3. Combination treatment resulted in a 14-fold and 1.6-fold induction of MDM2 in LU-NB-2 and IMR-32 spheroids, respectively. This, together with differential MYCN signaling, may explain the varying degree of synergy. In conclusion, VIP116 inhibited neuroblastoma cell growth, potentiated 177Lu-DOTATATE treatment and could, therefore, be a feasible treatment option for neuroblastoma.


Subject(s)
Tumor Suppressor Protein p53 , Humans , Neuroblastoma , Positron-Emission Tomography , Radionuclide Imaging , Receptors, Somatostatin
6.
Cell Rep ; 32(2): 107897, 2020 07 14.
Article in English | MEDLINE | ID: mdl-32668248

ABSTRACT

Glioblastoma (GBM) is a malignant brain tumor with few therapeutic options. The disease presents with a complex spectrum of genomic aberrations, but the pharmacological consequences of these aberrations are partly unknown. Here, we report an integrated pharmacogenomic analysis of 100 patient-derived GBM cell cultures from the human glioma cell culture (HGCC) cohort. Exploring 1,544 drugs, we find that GBM has two main pharmacological subgroups, marked by differential response to proteasome inhibitors and mutually exclusive aberrations in TP53 and CDKN2A/B. We confirm this trend in cell and in xenotransplantation models, and identify both Bcl-2 family inhibitors and p53 activators as potentiators of proteasome inhibitors in GBM cells. We can further predict the responses of individual cell cultures to several existing drug classes, presenting opportunities for drug repurposing and design of stratified trials. Our functionally profiled biobank provides a valuable resource for the discovery of new treatments for GBM.


Subject(s)
Glioblastoma/drug therapy , Glioblastoma/pathology , Molecular Targeted Therapy , Precision Medicine , Animals , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Bortezomib/pharmacology , Cell Proliferation/drug effects , Cyclin-Dependent Kinase Inhibitor p15/genetics , Cyclin-Dependent Kinase Inhibitor p16/genetics , Gene Regulatory Networks/drug effects , Genetic Heterogeneity , Genome, Human , Glioblastoma/genetics , Humans , Mice, Inbred BALB C , Mutation/genetics , Proteasome Inhibitors/pharmacology , Tumor Cells, Cultured , Tumor Suppressor Protein p53/metabolism
7.
Nat Commun ; 11(1): 71, 2020 01 03.
Article in English | MEDLINE | ID: mdl-31900415

ABSTRACT

Despite advances in the molecular exploration of paediatric cancers, approximately 50% of children with high-risk neuroblastoma lack effective treatment. To identify therapeutic options for this group of high-risk patients, we combine predictive data mining with experimental evaluation in patient-derived xenograft cells. Our proposed algorithm, TargetTranslator, integrates data from tumour biobanks, pharmacological databases, and cellular networks to predict how targeted interventions affect mRNA signatures associated with high patient risk or disease processes. We find more than 80 targets to be associated with neuroblastoma risk and differentiation signatures. Selected targets are evaluated in cell lines derived from high-risk patients to demonstrate reversal of risk signatures and malignant phenotypes. Using neuroblastoma xenograft models, we establish CNR2 and MAPK8 as promising candidates for the treatment of high-risk neuroblastoma. We expect that our method, available as a public tool (targettranslator.org), will enhance and expedite the discovery of risk-associated targets for paediatric and adult cancers.


Subject(s)
Antineoplastic Agents/administration & dosage , Neuroblastoma/drug therapy , Neuroblastoma/genetics , Animals , Cell Line, Tumor , Drug Evaluation, Preclinical , Female , Humans , Male , Mice , Mice, Nude , Mitogen-Activated Protein Kinase 8/antagonists & inhibitors , Mitogen-Activated Protein Kinase 8/genetics , Mitogen-Activated Protein Kinase 8/metabolism , Neuroblastoma/metabolism , Receptor, Cannabinoid, CB2/antagonists & inhibitors , Receptor, Cannabinoid, CB2/genetics , Receptor, Cannabinoid, CB2/metabolism , Xenograft Model Antitumor Assays , Zebrafish
8.
Glia ; 68(2): 316-327, 2020 02.
Article in English | MEDLINE | ID: mdl-31509308

ABSTRACT

Glioblastoma (GBM) is a deadly disease with a need for deeper understanding and new therapeutic approaches. The microenvironment of glioblastoma has previously been shown to guide glioblastoma progression. In this study, astrocytes were investigated with regard to their effect on glioblastoma proliferation through correlative analyses of clinical samples and experimental in vitro and in vivo studies. Co-culture techniques were used to investigate the GBM growth enhancing potential of astrocytes. Cell sorting and RNA sequencing were used to generate a GBM-associated astrocyte signature and to investigate astrocyte-induced GBM genes. A NOD scid GBM mouse model was used for in vivo studies. A gene signature reflecting GBM-activated astrocytes was associated with poor prognosis in the TCGA GBM dataset. Two genes, periostin and serglycin, induced in GBM cells upon exposure to astrocytes were expressed at higher levels in cases with high "astrocyte signature score". Astrocytes were shown to enhance glioblastoma cell growth in cell lines and in a patient-derived culture, in a manner dependent on cell-cell contact and involving increased cell proliferation. Furthermore, co-injection of astrocytes with glioblastoma cells reduced survival in an orthotopic GBM model in NOD scid mice. In conclusion, this study suggests that astrocytes contribute to glioblastoma growth and implies this crosstalk as a candidate target for novel therapies.


Subject(s)
Astrocytes/metabolism , Brain Neoplasms/metabolism , Cell Movement/physiology , Glioblastoma/metabolism , Animals , Brain Neoplasms/pathology , Cell Line, Tumor , Cell Proliferation/physiology , Coculture Techniques , Disease Models, Animal , Glioblastoma/pathology , Glioma/metabolism , Humans , Mice, Inbred NOD
9.
Cancers (Basel) ; 11(4)2019 Apr 25.
Article in English | MEDLINE | ID: mdl-31027305

ABSTRACT

New, effective treatment strategies for glioblastomas (GBMs), the most malignant and invasive brain tumors in adults, are highly needed. In this study, we investigated the potential of integrin α10ß1 as a therapeutic target in GBMs. Expression levels and the role of integrin α10ß1 were studied in patient-derived GBM tissues and cell lines. The effect of an antibody-drug conjugate (ADC), an integrin α10 antibody conjugated to saporin, on GBM cells and in a xenograft mouse model was studied. We found that integrin α10ß1 was strongly expressed in both GBM tissues and cells, whereas morphologically unaffected brain tissues showed only minor expression. Partial or no overlap was seen with integrins α3, α6, and α7, known to be expressed in GBM. Further analysis of a subpopulation of GBM cells selected for high integrin α10 expression demonstrated increased proliferation and sphere formation. Additionally, siRNA-mediated knockdown of integrin α10 in GBM cells led to decreased migration and increased cell death. Furthermore, the ADC reduced viability and sphere formation of GBM cells and induced cell death both in vitro and in vivo. Our results demonstrate that integrin α10ß1 has a functional role in GBM cells and is a novel, potential therapeutic target for the treatment of GBM.

10.
SLAS Discov ; 23(10): 1030-1039, 2018 12.
Article in English | MEDLINE | ID: mdl-30074852

ABSTRACT

Image-based analysis is an increasingly important tool to characterize the effect of drugs in large-scale chemical screens. Herein, we present image and data analysis methods to investigate population cell-cycle dynamics in patient-derived brain tumor cells. Images of glioblastoma cells grown in multiwell plates were used to extract per-cell descriptors, including nuclear DNA content. We reduced the DNA content data from per-cell descriptors to per-well frequency distributions, which were used to identify compounds affecting cell-cycle phase distribution. We analyzed cells from 15 patient cases representing multiple subtypes of glioblastoma and searched for clusters of cell-cycle phase distributions characterizing similarities in response to 249 compounds at 11 doses. We show that this approach applied in a blind analysis with unlabeled substances identified drugs that are commonly used for treating solid tumors as well as other compounds that are well known for inducing cell-cycle arrest. Redistribution of nuclear DNA content signals is thus a robust metric of cell-cycle arrest in patient-derived glioblastoma cells.


Subject(s)
Antineoplastic Agents/pharmacology , Cell Cycle/drug effects , Drug Screening Assays, Antitumor/methods , Molecular Imaging/methods , Antineoplastic Agents/therapeutic use , Brain Neoplasms/drug therapy , Cell Line, Tumor , Dose-Response Relationship, Drug , Flow Cytometry/methods , Glioblastoma/drug therapy , Humans , Small Molecule Libraries
11.
Sci Rep ; 7: 46366, 2017 04 18.
Article in English | MEDLINE | ID: mdl-28417956

ABSTRACT

Medulloblastomas comprise a heterogeneous group of tumours and can be subdivided into four molecular subgroups (WNT, SHH, Group 3 and Group 4) with distinct prognosis, biological behaviour and implications for targeted therapies. Few experimental models exist of the aggressive and poorly characterized Group 3 tumours. In order to establish a reproducible transplantable Group 3 medulloblastoma model for preclinical therapeutic studies, we acquired a patient-derived tumour sphere culture and inoculated low-passage spheres into the cerebellums of NOD-scid mice. Mice developed symptoms of brain tumours with a latency of 17-18 weeks. Neurosphere cultures were re-established and serially transplanted for 3 generations, with a negative correlation between tumour latency and numbers of injected cells. Xenografts replicated the phenotype of the primary tumour, including high degree of clustering in DNA methylation analysis, high proliferation, expression of tumour markers, MYC amplification and elevated MYC expression, and sensitivity to the MYC inhibitor JQ1. Xenografts maintained maintained expression of tumour-derived VEGFA and stromal-derived COX-2. VEGFA, COX-2 and c-Myc are highly expressed in Group 3 compared to other medulloblastoma subgroups, suggesting that these molecules are relevant therapeutic targets in Group 3 medulloblastoma.


Subject(s)
Biomarkers, Tumor/genetics , Cell Culture Techniques/methods , Cerebellar Neoplasms/pathology , Medulloblastoma/pathology , Spheroids, Cellular/cytology , Animals , Biomarkers, Tumor/metabolism , Cerebellar Neoplasms/genetics , Cerebellar Neoplasms/metabolism , Humans , Medulloblastoma/genetics , Medulloblastoma/metabolism , Mice , Mice, Inbred NOD , Mice, SCID , Neoplasm Transplantation , Patient-Specific Modeling , Tumor Cells, Cultured , Tumor Microenvironment
12.
Oncotarget ; 7(45): 73200-73215, 2016 11 08.
Article in English | MEDLINE | ID: mdl-27689322

ABSTRACT

Glioblastoma multiforme (GBM, astrocytoma grade IV) is the most common malignant primary brain tumor in adults. Addressing the shortage of effective treatment options for this cancer, we explored repurposing of existing drugs into combinations with potent activity against GBM cells. We report that the phytoalexin pterostilbene is a potentiator of two drugs with previously reported anti-GBM activity, the EGFR inhibitor gefitinib and the antidepressant sertraline. Combinations of either of these two compounds with pterostilbene suppress cell growth, viability, sphere formation and inhibit migration in tumor GBM cell (GC) cultures. The potentiating effect of pterostilbene was observed to a varying degree across a panel of 41 patient-derived GCs, and correlated in a case specific manner with the presence of missense mutation of EGFR and PIK3CA and a focal deletion of the chromosomal region 1p32. We identify pterostilbene-induced cell cycle arrest, synergistic inhibition of MAPK activity and induction of Thioredoxin interacting protein (TXNIP) as possible mechanisms behind pterostilbene's effect. Our results highlight a nontoxic stilbenoid compound as a modulator of anticancer drug response, and indicate that pterostilbene might be used to modulate two anticancer compounds in well-defined sets of GBM patients.


Subject(s)
Antineoplastic Agents, Phytogenic/pharmacology , Stilbenes/pharmacology , Aged , Aged, 80 and over , Antineoplastic Agents, Phytogenic/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Brain Neoplasms/drug therapy , Brain Neoplasms/pathology , Cell Cycle/drug effects , Cell Line, Tumor , Cell Proliferation/drug effects , DNA Copy Number Variations , Drug Synergism , Female , Gefitinib , Gene Expression Profiling , Gene Knockdown Techniques , Glioblastoma/drug therapy , Glioblastoma/pathology , Humans , MAP Kinase Signaling System/drug effects , Male , Middle Aged , Mutation , Phenotype , Protein Kinase Inhibitors/pharmacology , Quinazolines/pharmacology , Stilbenes/therapeutic use , Transcriptome
13.
J Neurooncol ; 123(1): 1-13, 2015 May.
Article in English | MEDLINE | ID: mdl-25820321

ABSTRACT

The CD24 glycoprotein is a mediator of neuronal proliferation, differentiation and immune suppression in the normal CNS, and a proposed cancer biomarker in multiple peripheral tumor types. We performed a comparative analysis of CD24 gene expression in a large cohort of pediatric and adult brain tumors (n = 813), and further characterized protein expression in tissue sections (n = 39), primary brain tumor cultures (n = 12) and a novel orthotopic group 3 medulloblastoma xenograft model. Increased CD24 gene expression was demonstrated in ependymomas, medulloblastomas, anaplastic astrocytomas and glioblastomas, although medulloblastomas displayed higher expression than all other tumor entities. Preferential expression of CD24 in medulloblastomas was confirmed at protein level by immunostaining and computerized image analysis of cryosections. Morphologies and immunophenotyping of CD24(+) cells in tissue sections tentatively suggested disparate functions in different tumor subsets. Notably, protein staining of medulloblastoma cells was associated with prominent cytoplasmic and membranous granules, enabling rapid and robust identification of medulloblastoma cells in clinical tissue samples, as well as in experimental model systems. In conclusion, our results implicate CD24 as a clinically and experimentally useful medulloblastoma immunomarker. Although our results encourage further functional studies of CD24 as a potential molecular target in subsets of brain tumors, the promiscuous expression of CD24 in vivo highlights the importance of specificity in the future design of such targeted treatment.


Subject(s)
Biomarkers, Tumor/metabolism , CD24 Antigen/metabolism , Cerebellar Neoplasms/metabolism , Gene Expression Regulation, Neoplastic , Medulloblastoma/metabolism , Adolescent , Adult , Animals , Biomarkers, Tumor/genetics , CD24 Antigen/genetics , Cerebellar Neoplasms/genetics , Cerebellar Neoplasms/pathology , Child , Child, Preschool , Female , Fluorescent Antibody Technique , Follow-Up Studies , Humans , Immunoenzyme Techniques , Infant , Male , Medulloblastoma/genetics , Medulloblastoma/pathology , Mice , Mice, Inbred NOD , Mice, SCID , Neoplasm Staging , Prognosis , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
14.
Mol Cancer ; 12(1): 70, 2013 Jul 08.
Article in English | MEDLINE | ID: mdl-23835063

ABSTRACT

BACKGROUND: Neuroblastoma (NB) tumours are commonly divided into three cytogenetic subgroups. However, by unsupervised principal components analysis of gene expression profiles we recently identified four distinct subgroups, r1-r4. In the current study we characterized these different subgroups in more detail, with a specific focus on the fourth divergent tumour subgroup (r4). METHODS: Expression microarray data from four international studies corresponding to 148 neuroblastic tumour cases were subject to division into four expression subgroups using a previously described 6-gene signature. Differentially expressed genes between groups were identified using Significance Analysis of Microarray (SAM). Next, gene expression network modelling was performed to map signalling pathways and cellular processes representing each subgroup. Findings were validated at the protein level by immunohistochemistry and immunoblot analyses. RESULTS: We identified several significantly up-regulated genes in the r4 subgroup of which the tyrosine kinase receptor ERBB3 was most prominent (fold change: 132-240). By gene set enrichment analysis (GSEA) the constructed gene network of ERBB3 (n = 38 network partners) was significantly enriched in the r4 subgroup in all four independent data sets. ERBB3 was also positively correlated to the ErbB family members EGFR and ERBB2 in all data sets, and a concurrent overexpression was seen in the r4 subgroup. Further studies of histopathology categories using a fifth data set of 110 neuroblastic tumours, showed a striking similarity between the expression profile of r4 to ganglioneuroblastoma (GNB) and ganglioneuroma (GN) tumours. In contrast, the NB histopathological subtype was dominated by mitotic regulating genes, characterizing unfavourable NB subgroups in particular. The high ErbB3 expression in GN tumour types was verified at the protein level, and showed mainly expression in the mature ganglion cells. CONCLUSIONS: Conclusively, this study demonstrates the importance of performing unsupervised clustering and subtype discovery of data sets prior to analyses to avoid a mixture of tumour subtypes, which may otherwise give distorted results and lead to incorrect conclusions. The current study identifies ERBB3 as a clear-cut marker of a GNB/GN-like expression profile, and we suggest a 7-gene expression signature (including ERBB3) as a complement to histopathology analysis of neuroblastic tumours. Further studies of ErbB3 and other ErbB family members and their role in neuroblastic differentiation and pathogenesis are warranted.


Subject(s)
Biomarkers, Tumor/metabolism , Ganglioneuroblastoma/metabolism , Ganglioneuroma/metabolism , Peripheral Nervous System Neoplasms/metabolism , Receptor, ErbB-3/metabolism , Biomarkers, Tumor/genetics , Gene Expression Regulation, Neoplastic , Gene Ontology , Gene Regulatory Networks , Humans , Oligonucleotide Array Sequence Analysis , Receptor, ErbB-3/genetics , Transcriptome , Up-Regulation
15.
Int J Oncol ; 32(3): 575-83, 2008 Mar.
Article in English | MEDLINE | ID: mdl-18292934

ABSTRACT

Neuroblastomas are biologically and clinically heterogeneous tumours that most often occur sporadically in children at median age of 2 years. The PHOX2B gene is implicated in the development of the autonomic nervous system and has been found to be infrequently mutated in sporadic neuroblastoma tumours and in some patients with hereditary neuroblastoma. We have screened a selected series of 36 paediatric tumours with presumed genetic predisposition, 34 of them neuroblastomas, for mutations in PHOX2B. A constitutional heterozygous missense mutation was found in a boy who developed bilateral adrenal tumours and stage 4 disease during infancy. The second allele of the PHOX2B locus was lost in the tumour DNA. Histopathological evaluation of the tumours suggested growth of two primary tumours, one with diploid DNA content and the other with tetraploid DNA content, i.e. a case of neuroblastoma stage 4M (multifocal tumour). However, array CGH (comparative genomic hybridization) data performed on both tumour masses from the patient instead supported a model where a common malignant precursor gave rise to the diploid tumour and subsequently the tetraploid tumour have progressed from the common precursor or by metastasis from the diploid tumour with additional genetic changes. The whole genome dosage analysis showed that the remaining alleles of PHOX2B had been lost in both tumours together with a specific 17q gain pattern. The tetraploid tumour had these features together with additional whole chromosomal loss of chromosomes 3, 9, 14 and 15. Based on the data presented here we suggest that loss of PHOX2B and 17q gain are early events in neuroblastoma tumourigenesis. We also propose investigators to re-analyze the rare cases of multifocal neuroblastomas with the array CGH technique for better understanding of the origin of these tumours.


Subject(s)
Chromosomes, Human, Pair 17 , Chromosomes, Human, Pair 4 , Homeodomain Proteins/genetics , Neuroblastoma/genetics , Neuroblastoma/pathology , Transcription Factors/genetics , Amino Acid Sequence , Base Sequence , Cell Transformation, Neoplastic/genetics , Chromosome Deletion , DNA Mutational Analysis , Disease Progression , Gene Duplication , Genetic Predisposition to Disease , Humans , Loss of Heterozygosity/physiology , Models, Biological , Molecular Sequence Data , Mutation, Missense , RNA, Messenger/metabolism , Sequence Homology, Amino Acid
16.
BMC Cancer ; 5: 161, 2005 Dec 16.
Article in English | MEDLINE | ID: mdl-16359544

ABSTRACT

BACKGROUND: Neuroblastoma is a solid tumour of childhood often with an unfavourable outcome. One common genetic feature in aggressive tumours is 1p-deletion. The alpha-enolase (ENO1) gene is located in chromosome region 1p36.2, within the common region of deletion in neuroblastoma. One alternative translated product of the ENO1 gene, known as MBP-1, acts as a negative regulator of the c-myc oncogene, making the ENO1 gene a candidate as a tumour suppressor gene. METHODS: Methods used in this study are transfection of cDNA-vectors and in vitro transcribed mRNA, cell growth assay, TUNEL-assay, real-time RT-PCR (TaqMan) for expression studies, genomic sequencing and DHPLC for mutation detection. RESULTS: Here we demonstrate that transfection of ENO1 cDNA into 1p-deleted neuroblastoma cell lines causes' reduced number of viable cells over time compared to a negative control and that it induces apoptosis. Interestingly, a similar but much stronger dose-dependent reduction of cell growth was observed by transfection of in vitro transcribed ENO1 mRNA into neuroblastoma cells. These effects could also be shown in non-neuroblastoma cells (293-cells), indicating ENO1 to have general tumour suppressor activity. Expression of ENO1 is detectable in primary neuroblastomas of all different stages and no difference in the level of expression can be detected between 1p-deleted and 1p-intact tumour samples. Although small numbers (11 primary neuroblastomas), there is some evidence that Stage 4 tumours has a lower level of ENO1-mRNA than Stage 2 tumours (p = 0.01). However, mutation screening of 44 primary neuroblastomas of all different stages, failed to detect any mutations. CONCLUSION: Our studies indicate that ENO1 has tumour suppressor activity and that high level of ENO1 expression has growth inhibitory effects.


Subject(s)
Apoptosis , Biomarkers, Tumor/metabolism , DNA-Binding Proteins/metabolism , Neuroblastoma/metabolism , Phosphopyruvate Hydratase/metabolism , RNA, Messenger/metabolism , Transcription, Genetic , Tumor Suppressor Proteins/metabolism , Apoptosis Regulatory Proteins/physiology , Cell Line , Cell Line, Tumor , Cell Proliferation , DNA Mutational Analysis , DNA, Complementary/metabolism , Gene Deletion , Genes, Tumor Suppressor , Genetic Vectors , Genome , Humans , In Situ Nick-End Labeling , In Vitro Techniques , Models, Genetic , Mutation , Neuroblastoma/genetics , RNA, Small Interfering/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Transfection , Tumor Cells, Cultured
17.
Mol Cancer ; 4(1): 10, 2005 Mar 01.
Article in English | MEDLINE | ID: mdl-15740626

ABSTRACT

BACKGROUND: A common feature of neuroblastoma tumours are partial deletions of the short arm of chromosome 1 (1p-deletions). This is indicative of a neuroblastoma tumour suppressor gene being located in the region. Several groups including our have been studying candidate neuroblastoma genes in the region, but no gene/genes have yet been found that fulfil the criteria for being a neuroblastoma tumour suppressor. Since frequent mutations have not been detected, we have now analyzed the expression and promoter CpG island methylation status of the genes UBE4B, KIF1B, PGD, APITD1, DFFA and PEX14 in the 1p36.22 region in order to find an explanation for a possible down-regulation of this region. RESULTS: The current study shows that gene transcripts in high stage neuroblastoma tumours are significantly down-regulated compared to those in low stage tumours in the 1p36.22 region. CpG island methylation does not seem to be the mechanism of down-regulation for most of the genes tested, since no methylation was detected in the fragments analyzed. One exception is the CpG island of APITD1. Methylation of this gene is also seen in blood from control individuals and is therefore not believed to participate in tumour development. CONCLUSION: The genes UBE4B, KIF1B, PGD, APITD1, DFFA and PEX14 are down-regulated in high stage NB tumours, a feature that can not be explained by CpG island methylation.


Subject(s)
Chromosomes, Human, Pair 1/genetics , CpG Islands/genetics , Down-Regulation/genetics , Gene Expression Regulation, Neoplastic , Multigene Family/genetics , Neuroblastoma/genetics , Neuroblastoma/pathology , DNA Methylation , Humans , Prognosis , RNA, Messenger/genetics , Tumor Cells, Cultured
18.
Int J Oncol ; 25(5): 1297-302, 2004 Nov.
Article in English | MEDLINE | ID: mdl-15492818

ABSTRACT

DFF45 has essential functions in the final stage of apoptosis by acting both as a folding chaperone and a DNase inhibitor of DFF40. The gene encoding DFF45 (DFFA) maps to the consensus deleted region in primary neuroblastoma (NB; 1p36.2-3) and within the homozygously deleted region in an NB cell line (1p36.2). DFF45 is therefore an attractive candidate NB tumor suppressor. In a previous study we found a rare allele variant, causing a non-polar to a polar amino acid exchange (Ile69Thr) in a preserved hydrophobic patch of DFF45, and we also found DFFA to be preferentially expressed in favorable NB tumors. We have extended the previous study and performed mutation analyses in another 56 NB tumors (100 in total) as well as a set of other tumors for coding mutations in DFFA. We have also performed studies of the DFFA expression in tumors using real-time PCR. We found a missense mutation (Ile15Met) in the remaining allele of a teratoma with heterozygous deletion of 1p, and a three base-pair deletion in an NB of unknown stage causing a deletion of amino acid 37 in DFF45. The one-base substitution detected in the teratoma was not present in the patients constitutional DNA, i.e. it is a true mutation present in the tumor DNA only. In conclusion, three different coding alterations have been found in the region encoding the N-terminal regulatory domain of DFF45, responsible for binding and achieving its chaperone and inhibitor functions on other proteins. Moreover, by real-time RT-PCR expression study, we found the mRNA level of DFFA to be significantly (p=0.038) reduced by a factor of 1.7 times in NB tumors of unfavorable outcome.


Subject(s)
Deoxyribonucleases/genetics , Neoplasms, Germ Cell and Embryonal/genetics , Neuroblastoma/genetics , Apoptosis , Apoptosis Regulatory Proteins , DNA Mutational Analysis , Humans , Intracellular Signaling Peptides and Proteins , Mutation, Missense , Neoplasm Staging , Prognosis , RNA, Messenger/analysis , Reverse Transcriptase Polymerase Chain Reaction
19.
Oncogene ; 22(15): 2343-51, 2003 Apr 17.
Article in English | MEDLINE | ID: mdl-12700669

ABSTRACT

Deletion of a part of the short arm of chromosome 1 is one of the most common chromosomal rearrangements observed in neuroblastoma (NBL) tumors and it is associated with a poor prognosis. No NBL tumor suppressor gene has yet been identified in the region. Our shortest region of overlap of deletions, ranging from marker D1S80 to D1S244, was shown to partly overlap a 500 kb region that was homozygously deleted in a NBL cell line. We have screened seven genes known to reside in or very close to this overlap consensus region, UBE4B/UFD2, KIF1B, DFFA, PGD, CORT, PEX14, and ICAT, for coding mutations in NBL tumor DNA. A few deviations from the reference sequences were identified; most interestingly being a splice site mutation that was detected in UBE4B/UFD2 in a stage 3 NBL with a fatal outcome. This mutation was neither present in the patients constitutional DNA nor in any of 192 control chromosomes analysed. Also, the expression of UBE4B/UFD2 was markedly diminished in the high-stage/poor-outcome tumors as compared to the low-stage/favorable-outcome tumors. Overall, the number of amino-acid changes in the genes of the region was low, which shows that mutations in these genes are rare events in NBL development. Given the data presented here, UBE4B/UFD2 stands out as the strongest candidate NBL tumor suppressor gene in the region at this stage.


Subject(s)
Chromosomes, Human, Pair 1/genetics , DNA, Neoplasm/genetics , Genes, Tumor Suppressor , Mutation , Neoplasm Proteins/genetics , Neuroblastoma/genetics , Tumor Suppressor Proteins/genetics , Amino Acid Substitution , Cysteine Endopeptidases/metabolism , DNA Mutational Analysis , Gene Deletion , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Loss of Heterozygosity , Multienzyme Complexes/metabolism , Neoplasm Proteins/biosynthesis , Neoplasm Staging , Neuroblastoma/metabolism , Neuroblastoma/pathology , Prognosis , Proteasome Endopeptidase Complex , RNA Splice Sites/genetics , Reverse Transcriptase Polymerase Chain Reaction , Treatment Outcome , Tumor Suppressor Proteins/biosynthesis , Ubiquitin/metabolism , Ubiquitin-Protein Ligase Complexes , Ubiquitin-Protein Ligases
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