Biomedical subjects

André Oberthuer

Publications and source records attributed to André Oberthuer.

7 recordsLinked to original sources

PubMed2006

Classification of neuroblastoma patients by published gene-expression markers reveals a low sensitivity for unfavorable courses of MYCN non-amplified disease.

Currently, Pubmed lists 385 marker genes for neuroblastoma outcome. Using a customized neuroblastoma-microarray, we evaluated the prognostic impact of the gene-expression pattern of 349 of these candidates (90.6%) in 127 neuroblastoma patients with divergent outcome. By significance analysis of microarrays (SAM) and both uncorrected and Bonferroni-corrected ANOVA, 166/349 (47.5%), 218/349 (62.5%) and 128/349 (36.4%) candidates showed significant differential expression between patients with contrasting outcome. By Prediction Analysis for Microarrays (PAM), a 38-gene-classifier was derived from all markers, which classified patients outcome with an overall accuracy of 78.5%. However, patients with unfavorable outcome of MYCN non-amplified disease were largely misclassified (accuracy: 35%), suggesting that these courses are not identified by current marker genes.

Analysis of Variance↗

PubMed2006

Customized oligonucleotide microarray gene expression-based classification of neuroblastoma patients outperforms current clinical risk stratification.

PURPOSE: To develop a gene expression-based classifier for neuroblastoma patients that reliably predicts courses of the disease. PATIENTS AND METHODS: Two hundred fifty-one neuroblastoma specimens were analyzed using a customized oligonucleotide microarray comprising 10,163 probes for transcripts with differential expression in clinical subgroups of the disease. Subsequently, the prediction analysis for microarrays (PAM) was applied to a first set of patients with maximally divergent clinical courses (n = 77). The classification accuracy was estimated by a complete 10-times-repeated 10-fold cross validation, and a 144-gene predictor was constructed from this set. This classifier's predictive power was evaluated in an independent second set (n = 174) by comparing results of the gene expression-based classification with those of risk stratification systems of current trials from Germany, Japan, and the United States. RESULTS: The first set of patients was accurately predicted by PAM (cross-validated accuracy, 99%). Within the second set, the PAM classifier significantly separated cohorts with distinct courses (3-year event-free survival [EFS] 0.86 +/- 0.03 [favorable; n = 115] v 0.52 +/- 0.07 [unfavorable; n = 59] and 3-year overall survival 0.99 +/- 0.01 v 0.84 +/- 0.05; both P < .0001) and separated risk groups of current neuroblastoma trials into subgroups with divergent outcome (NB2004: low-risk 3-year EFS 0.86 +/- 0.04 v 0.25 +/- 0.15, P < .0001; intermediate-risk 1.00 v 0.57 +/- 0.19, P = .018; high-risk 0.81 +/- 0.10 v 0.56 +/- 0.08, P = .06). In a multivariate Cox regression model, the PAM predictor classified patients of the second set more accurately than risk stratification of current trials from Germany, Japan, and the United States (P < .001; hazard ratio, 4.756 [95% CI, 2.544 to 8.893]). CONCLUSION: Integration of gene expression-based class prediction of neuroblastoma patients may improve risk estimation of current neuroblastoma trials.

Biomarkers, Tumor↗

PubMed2006

Differential expression of neuronal genes defines subtypes of disseminated neuroblastoma with favorable and unfavorable outcome.

PURPOSE: Identification of molecular characteristics of spontaneously regressing stage IVS and progressing stage IV neuroblastoma to improve discrimination of patients with metastatic disease following favorable and unfavorable clinical courses. EXPERIMENTAL DESIGN: Serial analysis of gene expression profiles were generated from five stage IVS and three stage IV neuroblastoma. Differential expression of candidate genes was evaluated by real-time quantitative reverse transcription-PCR in 76 pretreatment tumor samples (stage IVS n=27 and stage IV n=49). Gene expression-based outcome prediction was determined by Prediction Analysis for Microarrays using 38 tumors as a training set and 38 tumors as a test set. RESULTS: Comparison of serial analysis of gene expression profiles from stage IV and IVS neuroblastoma revealed approximately 500 differentially expressed transcripts. Genes related to neuronal differentiation were observed more frequently in stage IVS tumors as determined by associating transcripts to Gene Ontology annotations. Forty-one candidate genes were evaluated by quantitative reverse transcription-PCR and 18 were confirmed to be differentially expressed (P<or=0.001). Classification of patients according to expression patterns of these 18 genes using Prediction Analysis for Microarrays discriminated two subgroups with significantly differing event-free survival (96+/-6% versus 40+/-8% at 3 years; P<0.0001) and overall survival (100% versus 72+/-7% at 3 years; P=0.0003). This classifier was the only independent covariate marker in a multivariate analysis considering the variables stage, age, MYCN amplification, and gene signature. CONCLUSIONS: Spontaneously regressing and progressing metastatic neuroblastoma differ by specific gene expression patterns, indicating distinct levels of neuronal differentiation and allowing for an improved risk estimation of children with disseminated disease.

Child, Preschool↗

PubMed2006

Reduced expression of CAMTA1 correlates with adverse outcome in neuroblastoma patients.

PURPOSE: A distal portion of 1p is frequently deleted in human neuroblastomas, and it is generally assumed that this region harbors at least one gene relevant for neuroblastoma development. A 1p36.3 commonly deleted region, bordered by D1S2731 and D1S214 has been defined. The present study surveys whether expression of genes mapping to this region is associated with tumor behavior. EXPERIMENTAL DESIGN: Candidate genes localized within the deleted region were identified by sequence data analysis. Their expression was assessed in a cohort of 49 primary neuroblastomas using cDNA microarray analysis. Gene expression patterns associated with known prognostic markers and patient outcome were further evaluated by quantitative real-time reverse transcription-PCR in a cohort of 102 neuroblastomas. RESULTS: The commonly deleted region spans 261 kb and encompasses two genes, FLJ10737 and CAMTA1. We found no evidence for an association of FLJ10737 expression with established prognostic variables or outcome. In contrast, low CAMTA1 expression characterized tumors with 1p deletion, MYCN amplification, and advanced tumor stages 3 and 4. Moreover, low CAMTA1 expression was significantly associated with poor outcome (P < 0.001). In multivariate analysis of event-free survival, the prognostic information of low CAMTA1 expression was independent of 1p status, MYCN status, tumor stage, and age of the patient at diagnosis (hazard ratio, 3.52; 95% confidence interval, 1.21-10.28; P = 0.02). CONCLUSIONS: Our data suggest that assessment of CAMTA1 expression may improve the prognostic models for neuroblastoma and that it will be important to define the biological function of CAMTA1 in this disease.

Age Factors↗

PubMed2005

Characterization of a complex genomic alteration on chromosome 2p that leads to four alternatively spliced fusion transcripts in the neuroblastoma cell lines IMR-5, IMR-5/75 and IMR-32.

Genetic aberrations in neuroblastoma (NB) have been extensively characterized over the last years. Alterations of the short arm of chromosome 2 (2p) have been of particular interest, since amplification of the MYCN oncogene on 2p24 is associated with an adverse outcome in NB patients. Here, we report on the characterization of a novel genomic rearrangement involving genetic material from 2p13 and 2p24 in NB cell lines that was discovered based on a serial analysis of gene expression (SAGE) profile of the MYCN-amplified NB cell line IMR-5. By analysis of a highly expressed SAGE tag not matching a Unigene cluster we identified four alternatively spliced corresponding transcripts, each of which consisted of the first 14 exons of the anthrax toxin receptor 1 gene (2p13.1) and varying combinations of exons of an unidentified gene located 1.3 Mb telomeric of MYCN (2p24.3) that was termed novel neuroblastoma gene 1. By Southern Blotting, Fluorescent In Situ Hybridization and Long Distance Inverse-PCR we disclosed that these transcripts result from a genomic alteration including material from distinct regions of chromosome 2p and four genomic breakpoints that are joined by short sequences of unknown origin. Furthermore, we show that this rearrangement lies within the homogeneous staining regions (HSR) in IMR-32 cells and is prevalent in both IMR-32 cells and their sub-clones IMR-5 and IMR-5/75, but not in a panel of 70 primary NB tumors. Our work is the first study discovering a fusion transcript based on a SAGE profile and for the first time precisely describes the DNA sequence of amplified breakpoint regions in NB.

Alternative Splicing↗

PubMed2005

Quantitative real-time PCR for quick simultaneous determination of therapy-stratifying markers MYCN amplification, deletion 1p and 11q.

Amplification of the oncogene MYCN as well as deletions in 1p and 11q are important prognostic and in part therapy-stratifying factors in human neuroblastoma. Due to the increasing clinical relevance of these molecular markers, accurate and fast assessment of the status of MYCN, 1p, and 11q is essential. As 2 techniques are recommended to avoid artefacts and to circumvent technical limitations, we developed a real-time q-PCR assay using genomic DNA from frozen and paraffin-embedded tissue as template as an alternative to LOH analyses and Southern blot (SB) and in addition to fluorescence in situ hybridization (FISH). Determination of deletion or amplification was achieved by comparing the copy number of a target gene (TG from the region of interest) to an unaffected reference gene (RG) within the same chromosome. PCR raw data were normalized to a serial dilution standard curve and a ratio TG/RG was created. The ratio to define a deletion was set as 0.5 (= expected ratio 1 TG copy/2 RG copies), the amplification threshold was set as >10.0. Data were compared to results obtained by FISH and were consistent in 10 of 13 (77%) tumors with deletion 1p, 18 of 20 (90%) with deletion 11q, 12 of 12 (100%) with MYCN amplification, and 146 of 151 (97%) samples without any aberration. Three tumors with aberrations in 1p and 2 tumors with aberrations in 11q were detectable by FISH but not by PCR. Three cases indicated a deletion 11q, 1 tumor a deletion 1p by PCR only. Specificity was 98% for 1p and MYCN each and 92% for 11q. Sensitivity was 77% for 1p, 90% for 11q, and 100% for MYCN. The discrepant results were mostly caused by heterogeneous cell populations of the investigated tissue; the use of real-time q-PCR for the detection of chromosomal aberrances in NB enables a fast and reliable assessment of the 3 most relevant chromosomal aberrations simultaneously. As the assay does not require reference tissue, can be performed with small amounts of DNA, and allows the investigation of paraffin-embedded material for the MYCN-status, it can be regarded alternative to LOH or SB analyses and in addition to FISH.

Chromosome Deletion↗

PubMed2004

The tumor-associated antigen PRAME is universally expressed in high-stage neuroblastoma and associated with poor outcome.

PURPOSE: The tumor-associated antigen PRAME, a potential candidate for immunotherapeutic targeting, is frequently expressed in a variety of cancers. However, no information about its presence in neuroblastoma is available to date. We therefore evaluated and quantified PRAME expression in a considerable number of neuroblastoma tumors and assessed its impact on the outcome of patients. EXPERIMENTAL DESIGN: Qualitative analysis of PRAME expression was assessed by reverse transcription (RT)-PCR screening of 94 patients with primary neuroblastoma. The same cohort was used for semiquantitative determination of transcript levels by Northern blotting, comparing the signal intensities of patients with those of testis total RNA. For more precise quantification of PRAME expression, real-time RT-PCR was performed in 88 patients of the above cohort and 7 additional patients, thus leaving a total of 101 patients that were analyzed with either method. Furthermore, association with tumor stage, age of patients at diagnosis, and MYCN amplification was determined as well as the prognostic impact of PRAME expression. RESULTS: RT-PCR screening detected PRAME expression in 93% of primary neuroblastoma and 100% of patients with advanced disease. Furthermore, RT-PCR and Northern blot analysis showed a highly significant association of PRAME expression with both higher tumor stage (P < 0.01) and the age of patients at diagnosis (P < 0.01). Finally, precise quantification of PRAME expression by quantitative real-time reverse transcription-PCR displayed significant impact on the outcome of patients. CONCLUSIONS: PRAME expression in neuroblastoma is extraordinarily common and was universally seen in patients with advanced-stage disease in our study. Furthermore, significant impact of PRAME expression on the outcome of patients was shown. Thus, PRAME may present a particularly attractive target for immunotherapeutic strategies in neuroblastoma.

Adolescent↗