RESUMO
The development of targeted anti-cancer therapies through the study of cancer genomes is intended to increase survival rates and decrease treatment-related toxicity. We treated a transposon-driven, functional genomic mouse model of medulloblastoma with 'humanized' in vivo therapy (microneurosurgical tumour resection followed by multi-fractionated, image-guided radiotherapy). Genetic events in recurrent murine medulloblastoma exhibit a very poor overlap with those in matched murine diagnostic samples (<5%). Whole-genome sequencing of 33 pairs of human diagnostic and post-therapy medulloblastomas demonstrated substantial genetic divergence of the dominant clone after therapy (<12% diagnostic events were retained at recurrence). In both mice and humans, the dominant clone at recurrence arose through clonal selection of a pre-existing minor clone present at diagnosis. Targeted therapy is unlikely to be effective in the absence of the target, therefore our results offer a simple, proximal, and remediable explanation for the failure of prior clinical trials of targeted therapy.
Assuntos
Neoplasias Cerebelares/terapia , Células Clonais/efeitos dos fármacos , Células Clonais/metabolismo , Meduloblastoma/terapia , Recidiva Local de Neoplasia/genética , Recidiva Local de Neoplasia/patologia , Seleção Genética/efeitos dos fármacos , Animais , Neoplasias Cerebelares/genética , Neoplasias Cerebelares/patologia , Neoplasias Cerebelares/radioterapia , Neoplasias Cerebelares/cirurgia , Células Clonais/patologia , Radiação Cranioespinal , Análise Mutacional de DNA , Modelos Animais de Doenças , Drosophila melanogaster/citologia , Drosophila melanogaster/genética , Feminino , Genoma Humano/genética , Humanos , Masculino , Meduloblastoma/genética , Meduloblastoma/patologia , Meduloblastoma/radioterapia , Meduloblastoma/cirurgia , Camundongos , Terapia de Alvo Molecular/métodos , Recidiva Local de Neoplasia/terapia , Radioterapia Guiada por Imagem , Transdução de Sinais , Ensaios Antitumorais Modelo de XenoenxertoRESUMO
PURPOSE: Medulloblastoma comprises four distinct molecular subgroups: WNT, SHH, Group 3, and Group 4. Current medulloblastoma protocols stratify patients based on clinical features: patient age, metastatic stage, extent of resection, and histologic variant. Stark prognostic and genetic differences among the four subgroups suggest that subgroup-specific molecular biomarkers could improve patient prognostication. PATIENTS AND METHODS: Molecular biomarkers were identified from a discovery set of 673 medulloblastomas from 43 cities around the world. Combined risk stratification models were designed based on clinical and cytogenetic biomarkers identified by multivariable Cox proportional hazards analyses. Identified biomarkers were tested using fluorescent in situ hybridization (FISH) on a nonoverlapping medulloblastoma tissue microarray (n = 453), with subsequent validation of the risk stratification models. RESULTS: Subgroup information improves the predictive accuracy of a multivariable survival model compared with clinical biomarkers alone. Most previously published cytogenetic biomarkers are only prognostic within a single medulloblastoma subgroup. Profiling six FISH biomarkers (GLI2, MYC, chromosome 11 [chr11], chr14, 17p, and 17q) on formalin-fixed paraffin-embedded tissues, we can reliably and reproducibly identify very low-risk and very high-risk patients within SHH, Group 3, and Group 4 medulloblastomas. CONCLUSION: Combining subgroup and cytogenetic biomarkers with established clinical biomarkers substantially improves patient prognostication, even in the context of heterogeneous clinical therapies. The prognostic significance of most molecular biomarkers is restricted to a specific subgroup. We have identified a small panel of cytogenetic biomarkers that reliably identifies very high-risk and very low-risk groups of patients, making it an excellent tool for selecting patients for therapy intensification and therapy de-escalation in future clinical trials.
Assuntos
Biomarcadores Tumorais/genética , Proteínas Hedgehog , Meduloblastoma/genética , Proteínas Wnt , Adolescente , Criança , Pré-Escolar , Cromossomos Humanos Par 11 , Cromossomos Humanos Par 14 , Citogenética , Feminino , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Proteínas Hedgehog/genética , Humanos , Hibridização in Situ Fluorescente , Lactente , Fatores de Transcrição Kruppel-Like/genética , Masculino , Meduloblastoma/mortalidade , Meduloblastoma/patologia , Meduloblastoma/terapia , Proteínas Nucleares/genética , Valor Preditivo dos Testes , Prognóstico , Modelos de Riscos Proporcionais , Proteínas Proto-Oncogênicas c-myc/genética , Reprodutibilidade dos Testes , Medição de Risco , Fatores de Risco , Análise Serial de Tecidos , Proteínas Wnt/genética , Adulto Jovem , Proteína Gli2 com Dedos de ZincoRESUMO
Recent sequencing efforts have described the mutational landscape of the pediatric brain tumor medulloblastoma. Although MLL2 is among the most frequent somatic single nucleotide variants (SNV), the clinical and biological significance of these mutations remains uncharacterized. Through targeted re-sequencing, we identified mutations of MLL2 in 8 % (14/175) of MBs, the majority of which were loss of function. Notably, we also report mutations affecting the MLL2-binding partner KDM6A, in 4 % (7/175) of tumors. While MLL2 mutations were independent of age, gender, histological subtype, M-stage or molecular subgroup, KDM6A mutations were most commonly identified in Group 4 MBs, and were mutually exclusive with MLL2 mutations. Immunohistochemical staining for H3K4me3 and H3K27me3, the chromatin effectors of MLL2 and KDM6A activity, respectively, demonstrated alterations of the histone code in 24 % (53/220) of MBs across all subgroups. Correlating these MLL2- and KDM6A-driven histone marks with prognosis, we identified populations of MB with improved (K4+/K27-) and dismal (K4-/K27-) outcomes, observed primarily within Group 3 and 4 MBs. Group 3 and 4 MBs demonstrate somatic copy number aberrations, and transcriptional profiles that converge on modifiers of H3K27-methylation (EZH2, KDM6A, KDM6B), leading to silencing of PRC2-target genes. As PRC2-mediated aberrant methylation of H3K27 has recently been targeted for therapy in other diseases, it represents an actionable target for a substantial percentage of medulloblastoma patients with aggressive forms of the disease.
Assuntos
Neoplasias Cerebelares , Predisposição Genética para Doença/genética , Histona-Lisina N-Metiltransferase/genética , Lisina/genética , Meduloblastoma , Sequência de Bases , Neoplasias Cerebelares/classificação , Neoplasias Cerebelares/diagnóstico , Neoplasias Cerebelares/genética , Estudos de Coortes , Proteínas de Ligação a DNA/genética , Feminino , Genoma , Histona Desmetilases/genética , Histona Metiltransferases , Histona-Lisina N-Metiltransferase/classificação , Humanos , Masculino , Meduloblastoma/classificação , Meduloblastoma/diagnóstico , Meduloblastoma/genética , Metilação , Mutação/genética , Proteínas de Neoplasias/genética , Proteínas Nucleares/genética , Polimorfismo de Nucleotídeo Único/genéticaRESUMO
Medulloblastoma, the most common malignant paediatric brain tumour, is currently treated with nonspecific cytotoxic therapies including surgery, whole-brain radiation, and aggressive chemotherapy. As medulloblastoma exhibits marked intertumoural heterogeneity, with at least four distinct molecular variants, previous attempts to identify targets for therapy have been underpowered because of small samples sizes. Here we report somatic copy number aberrations (SCNAs) in 1,087 unique medulloblastomas. SCNAs are common in medulloblastoma, and are predominantly subgroup-enriched. The most common region of focal copy number gain is a tandem duplication of SNCAIP, a gene associated with Parkinson's disease, which is exquisitely restricted to Group 4α. Recurrent translocations of PVT1, including PVT1-MYC and PVT1-NDRG1, that arise through chromothripsis are restricted to Group 3. Numerous targetable SCNAs, including recurrent events targeting TGF-ß signalling in Group 3, and NF-κB signalling in Group 4, suggest future avenues for rational, targeted therapy.
Assuntos
Neoplasias Cerebelares/classificação , Neoplasias Cerebelares/genética , Genoma Humano/genética , Variação Estrutural do Genoma/genética , Meduloblastoma/classificação , Meduloblastoma/genética , Proteínas de Transporte/genética , Neoplasias Cerebelares/metabolismo , Criança , Variações do Número de Cópias de DNA/genética , Duplicação Gênica/genética , Genes myc/genética , Genômica , Proteínas Hedgehog/metabolismo , Humanos , Meduloblastoma/metabolismo , NF-kappa B/metabolismo , Proteínas do Tecido Nervoso/genética , Proteínas de Fusão Oncogênica/genética , Proteínas/genética , RNA Longo não Codificante , Transdução de Sinais , Fator de Crescimento Transformador beta/metabolismo , Translocação Genética/genéticaRESUMO
The expression of scaffoldin-anchoring genes and one of the major processive endoglucanases (CelS) from the cellulosome of Clostridium thermocellum has been shown to be dependent on the growth rate. For the present work, we studied the gene regulation of selected cellulosomal endoglucanases and a major xylanase in order to examine the previously observed substrate-linked alterations in cellulosome composition. For this purpose, the transcript levels of genes encoding endoglucanases CelB, CelG, and CelD and the family 10 xylanase XynC were determined in batch cultures, grown on either cellobiose or cellulose, and in carbon-limited continuous cultures at different dilution rates. Under all conditions tested, the transcript levels of celB and celG were at least 10-fold higher than that of celD. Like the major processive endoglucanase CelS, the transcript levels of these endoglucanase genes were also dependent on the growth rate. Thus, at a rate of 0.04 h(-1), the levels of celB, celG, and celD were threefold higher than those obtained in cultures grown at maximal rates (0.35 h(-1)) on cellobiose. In contrast, no clear correlation was observed between the transcript level of xynC and the growth rate-the levels remained relatively high, fluctuating between 30 and 50 transcripts per cell. The results suggest that the regulation of C. thermocellum endoglucanases is similar to that of the processive endoglucanase celS but differs from that of a major cellulosomal xylanase in that expression of the latter enzyme is independent of the growth rate.
Assuntos
Celulase/metabolismo , Celulossomas/enzimologia , Clostridium thermocellum/enzimologia , Endo-1,4-beta-Xilanases/metabolismo , Celobiose/química , Celobiose/metabolismo , Clostridium thermocellum/genética , Meios de Cultura/química , Regulação Bacteriana da Expressão Gênica , Regulação Enzimológica da Expressão Gênica , RNA Bacteriano , RNA MensageiroRESUMO
Clostridium thermocellum produces an extracellular multienzyme complex, termed the cellulosome, that allows efficient solubilization of crystalline cellulose. The complex is organized around a large noncatalytic protein subunit, termed CipA or scaffoldin, and is found either free in the supernatant or cell bound. The binding of the complex to the cell is mediated by three cell surface anchoring proteins, OlpB, Orf2p, and SdbA, that interact with the CipA scaffoldin. The transcriptional level of the olpB, orf2, sdbA, and cipA genes was determined quantitatively by RNase protection assays in batch and continuous cultures, under carbon and nitrogen limitation. The mRNA level of olpB, orf2, and cipA varied with growth rate, reaching 40 to 60 transcripts per cell under carbon limitation at a low growth rate of 0.04 h(-1) and 2 to 10 transcripts per cell at a growth rate of 0.35 h(-1) in batch culture. The mRNA level of sdbA was about three transcripts per cell and was not influenced by growth rate. Primer extension analysis revealed two major transcriptional start sites, at -81 and -50 bp, upstream of the translational start site of the cipA gene. The potential promoters exhibited homology to the known sigma factors sigma(A) and sigma(L) (sigma(54)) of Bacillus subtilis. Transcription from the sigma(L)-like promoter was found under all growth conditions, whereas transcription from the sigma(A)-like promoter was significant only under carbon limitation. The overall expression level obtained in the primer extension analysis was in good agreement with the results of the RNase-protection assays.
Assuntos
Proteínas da Membrana Bacteriana Externa , Proteínas de Bactérias/metabolismo , Proteínas do Capsídeo/metabolismo , Clostridium/crescimento & desenvolvimento , Regulação Bacteriana da Expressão Gênica , Glicoproteínas/metabolismo , Proteínas de Membrana/metabolismo , Proteínas de Bactérias/genética , Sequência de Bases , Proteínas do Capsídeo/genética , Celobiose/metabolismo , Clostridium/genética , Clostridium/metabolismo , Glicoproteínas/genética , Proteínas de Membrana/genética , Dados de Sequência Molecular , Nitrogênio/metabolismo , Transcrição GênicaRESUMO
Clostridium thermocellum produces an extracellular multienzyme complex, termed cellulosome, that allows efficient solubilization of crystalline cellulose. One of the major enzymes in this complex is the CelS (Cel48A) exoglucanase. The regulation of CelS at the protein and transcriptional levels was studied using batch and continuous cultures. The results of sodium dodecyl sulfate-polyacrylamide gel electrophoresis and Western blot analyses indicated that the amount of CelS in the supernatant fluids of cellobiose-grown cultures is lower than that of cellulose-grown cultures. The transcriptional level of celS mRNA was determined quantitatively by RNase protection assays with batch and continuous cultures under carbon and nitrogen limitation. The amount of celS mRNA transcripts per cell was about 180 for cells grown under carbon limitation at growth rates of 0.04 to 0.21 h(-1) and 80 and 30 transcripts per cell for batch cultures at growth rates of 0.23 and 0.35 h(-1), respectively. Under nitrogen limitation, the corresponding levels were 110, 40, and 30 transcripts/cell for growth rates of 0.07, 0.11, and 0.14 h(-1), respectively. Two major transcriptional start sites were detected at positions -140 and -145 bp, upstream of the translational start site of the celS gene. The potential promoters exhibited homology to known sigma factors (i.e., sigma(A) and sigma(B)) of Bacillus subtilis. The relative activity of the two promoters remained constant under the conditions studied and was in agreement with the results of the RNase protection assay, in which the observed transcriptional activity was inversely proportional to the growth rate.