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1.
AJNR Am J Neuroradiol ; 41(9): 1718-1725, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32816765

RESUMO

BACKGROUND AND PURPOSE: Posterior fossa tumors are the most common pediatric brain tumors. MR imaging is key to tumor detection, diagnosis, and therapy guidance. We sought to develop an MR imaging-based deep learning model for posterior fossa tumor detection and tumor pathology classification. MATERIALS AND METHODS: The study cohort comprised 617 children (median age, 92 months; 56% males) from 5 pediatric institutions with posterior fossa tumors: diffuse midline glioma of the pons (n = 122), medulloblastoma (n = 272), pilocytic astrocytoma (n = 135), and ependymoma (n = 88). There were 199 controls. Tumor histology served as ground truth except for diffuse midline glioma of the pons, which was primarily diagnosed by MR imaging. A modified ResNeXt-50-32x4d architecture served as the backbone for a multitask classifier model, using T2-weighted MRIs as input to detect the presence of tumor and predict tumor class. Deep learning model performance was compared against that of 4 radiologists. RESULTS: Model tumor detection accuracy exceeded an AUROC of 0.99 and was similar to that of 4 radiologists. Model tumor classification accuracy was 92% with an F1 score of 0.80. The model was most accurate at predicting diffuse midline glioma of the pons, followed by pilocytic astrocytoma and medulloblastoma. Ependymoma prediction was the least accurate. Tumor type classification accuracy and F1 score were higher than those of 2 of the 4 radiologists. CONCLUSIONS: We present a multi-institutional deep learning model for pediatric posterior fossa tumor detection and classification with the potential to augment and improve the accuracy of radiologic diagnosis.


Assuntos
Aprendizado Profundo , Interpretação de Imagem Assistida por Computador/métodos , Neoplasias Infratentoriais/classificação , Neoplasias Infratentoriais/diagnóstico por imagem , Adolescente , Adulto , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Neoplasias Infratentoriais/patologia , Imageamento por Ressonância Magnética/métodos , Masculino , Adulto Jovem
2.
AJNR Am J Neuroradiol ; 40(1): 154-161, 2019 01.
Artigo em Inglês | MEDLINE | ID: mdl-30523141

RESUMO

BACKGROUND AND PURPOSE: Distinct molecular subgroups of pediatric medulloblastoma confer important differences in prognosis and therapy. Currently, tissue sampling is the only method to obtain information for classification. Our goal was to develop and validate radiomic and machine learning approaches for predicting molecular subgroups of pediatric medulloblastoma. MATERIALS AND METHODS: In this multi-institutional retrospective study, we evaluated MR imaging datasets of 109 pediatric patients with medulloblastoma from 3 children's hospitals from January 2001 to January 2014. A computational framework was developed to extract MR imaging-based radiomic features from tumor segmentations, and we tested 2 predictive models: a double 10-fold cross-validation using a combined dataset consisting of all 3 patient cohorts and a 3-dataset cross-validation, in which training was performed on 2 cohorts and testing was performed on the third independent cohort. We used the Wilcoxon rank sum test for feature selection with assessment of area under the receiver operating characteristic curve to evaluate model performance. RESULTS: Of 590 MR imaging-derived radiomic features, including intensity-based histograms, tumor edge-sharpness, Gabor features, and local area integral invariant features, extracted from imaging-derived tumor segmentations, tumor edge-sharpness was most useful for predicting sonic hedgehog and group 4 tumors. Receiver operating characteristic analysis revealed superior performance of the double 10-fold cross-validation model for predicting sonic hedgehog, group 3, and group 4 tumors when using combined T1- and T2-weighted images (area under the curve = 0.79, 0.70, and 0.83, respectively). With the independent 3-dataset cross-validation strategy, select radiomic features were predictive of sonic hedgehog (area under the curve = 0.70-0.73) and group 4 (area under the curve = 0.76-0.80) medulloblastoma. CONCLUSIONS: This study provides proof-of-concept results for the application of radiomic and machine learning approaches to a multi-institutional dataset for the prediction of medulloblastoma subgroups.


Assuntos
Neoplasias Cerebelares/diagnóstico por imagem , Imageamento por Ressonância Magnética/métodos , Meduloblastoma/diagnóstico por imagem , Adolescente , Neoplasias Cerebelares/metabolismo , Criança , Pré-Escolar , Estudos de Coortes , Bases de Dados Factuais , Feminino , Proteínas Hedgehog/metabolismo , Humanos , Processamento de Imagem Assistida por Computador , Aprendizado de Máquina , Masculino , Meduloblastoma/metabolismo , Valor Preditivo dos Testes , Prognóstico , Reprodutibilidade dos Testes , Estudos Retrospectivos
3.
AJNR Am J Neuroradiol ; 39(5): 949-955, 2018 05.
Artigo em Inglês | MEDLINE | ID: mdl-29545246

RESUMO

BACKGROUND AND PURPOSE: Molecular grouping of medulloblastoma correlates with prognosis and supports the therapeutic strategy. We provide our experience with the imaging features of primary and metastatic disease in relation to the molecular groups. MATERIALS AND METHODS: One hundred nineteen consecutive patients (mean age, 7.3 ± 3.8 years at diagnosis; male, 79 [66.4%]) with a confirmed diagnosis of medulloblastoma and interpretable pretreatment MRIs were retrieved from our data base from January 2000 to December 2016. Each patient was assigned to wingless, sonic hedgehog, group 3, or group 4 molecular groups. Then, we determined the imaging features of both primary and metastatic/recurrent disease predictive of molecular groups. RESULTS: In addition to recently reported predictors based on primary tumor, including cerebellar peripheral location for sonic hedgehog (adjusted odds ratio = 9, P < .0001), minimal enhancement of primary group 4 tumor (adjusted odds ratio = 5.2, P < .0001), and cerebellopontine angle location for wingless (adjusted odds ratio = 1.4, P = .03), ependymal metastasis with diffusion restriction and minimal postcontrast enhancement ("mismatching pattern") (adjusted odds ratio = 2.8, P = .001) for group 4 and spinal metastasis for group 3 (adjusted odds ratio = 1.9, P = .01) also emerged as independent predictors of medulloblastoma molecular groups. Specifically, the presence of a metastasis in the third ventricular infundibular recess showing a mismatching pattern was significantly associated with group 4 (P = .02). CONCLUSIONS: In addition to imaging features of primary tumors, some imaging patterns of metastatic dissemination in medulloblastoma seem characteristic, perhaps even specific to certain groups. This finding could further help in differentiating molecular groups, specifically groups 3 and 4, when the characteristics of the primary tumor overlap.


Assuntos
Neoplasias Cerebelares/diagnóstico por imagem , Imageamento por Ressonância Magnética/métodos , Meduloblastoma/diagnóstico por imagem , Adolescente , Neoplasias Cerebelares/genética , Neoplasias Cerebelares/patologia , Criança , Pré-Escolar , Feminino , Humanos , Masculino , Meduloblastoma/genética , Meduloblastoma/patologia , Prognóstico
4.
Bone Marrow Transplant ; 52(10): 1443-1447, 2017 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-28714947

RESUMO

Congestive heart failure and subclinical left ventricular systolic dysfunction (LVSD) affect long-term survivors of hematopoietic stem cell transplant (HSCT). Echocardiographic measurements of global longitudinal and circumferential strain have shown promise in identifying subclinical LVSD in cancer survivors. We analyzed echocardiograms in 95 children and young adults with malignancies or bone marrow failure syndromes performed before HSCT and 1-6 years after HSCT. We additionally measured the biomarkers soluble suppression of tumorigenicity-2 (sST-2) and cardiac troponin-I (cTn-I) in the same children through 49 days post HSCT. Ejection fraction (EF) after HSCT was unchanged from baseline (baseline: z-score -0.73 vs long-term follow up: -0.44, P=0.11). Global longitudinal strain was unchanged from baseline (-20.66 vs -20.74%, P=0.90) as was global circumferential strain (-24.3 vs -23.5%, P=0.32). Levels of sST-2 were elevated at all time points compared with baseline samples and cTn-I was elevated at days 14 and 28. Cardiac biomarkers at any time point did not correlate with long-term follow-up EF. In children and young adult survivors of HSCT, EF was unchanged in the first years after HSCT. Elevation in cardiac biomarkers occurring after HSCT suggest subclinical cardiac injury occurs in many patients and long-term monitoring for LVSD should continue.


Assuntos
Insuficiência Cardíaca , Transplante de Células-Tronco Hematopoéticas , Volume Sistólico , Sobreviventes , Disfunção Ventricular Esquerda , Adolescente , Adulto , Anemia Aplástica/sangue , Anemia Aplástica/fisiopatologia , Anemia Aplástica/terapia , Doenças da Medula Óssea/sangue , Doenças da Medula Óssea/fisiopatologia , Doenças da Medula Óssea/terapia , Transtornos da Insuficiência da Medula Óssea , Criança , Pré-Escolar , Feminino , Seguimentos , Insuficiência Cardíaca/sangue , Insuficiência Cardíaca/fisiopatologia , Hemoglobinúria Paroxística/sangue , Hemoglobinúria Paroxística/fisiopatologia , Hemoglobinúria Paroxística/terapia , Humanos , Lactente , Proteína 1 Semelhante a Receptor de Interleucina-1/sangue , Masculino , Neoplasias/sangue , Neoplasias/fisiopatologia , Neoplasias/terapia , Troponina I/sangue , Disfunção Ventricular Esquerda/sangue , Disfunção Ventricular Esquerda/fisiopatologia , Adulto Jovem
5.
Oncogene ; 36(43): 5969-5984, 2017 10 26.
Artigo em Inglês | MEDLINE | ID: mdl-28650469

RESUMO

Sonic Hedgehog (SHH) signaling at primary cilia drives the proliferation and progression of a subset of medulloblastomas, the most common malignant paediatric brain tumor. Severe side effects associated with conventional treatments and resistance to targeted therapies has led to the need for new strategies. SHH signaling is dependent on primary cilia for signal transduction suggesting the potential for cilia destabilizing mechanisms as a therapeutic target. INPP5E is an inositol polyphosphate 5-phosphatase that hydrolyses PtdIns(4,5)P2 and more potently, the phosphoinositide (PI) 3-kinase product PtdIns(3,4,5)P3. INPP5E promotes SHH signaling during embryonic development via PtdIns(4,5)P2 hydrolysis at cilia, that in turn regulates the cilia recruitment of the SHH suppressor GPR161. However, the role INPP5E plays in cancer is unknown and the contribution of PI3-kinase signaling to cilia function is little characterized. Here, we reveal INPP5E promotes SHH signaling in SHH medulloblastoma by negatively regulating a cilia-compartmentalized PI3-kinase signaling axis that maintains primary cilia on tumor cells. Conditional deletion of Inpp5e in a murine model of constitutively active Smoothened-driven medulloblastoma slowed tumor progression, suppressed cell proliferation, reduced SHH signaling and promoted tumor cell cilia loss. PtdIns(3,4,5)P3, its effector pAKT and the target pGSK3ß, which when non-phosphorylated promotes cilia assembly/stability, localized to tumor cell cilia. The number of PtdIns(3,4,5)P3/pAKT/pGSK3ß-positive cilia was increased in cultured Inpp5e-null tumor cells relative to controls. PI3-kinase inhibition or expression of wild-type, but not catalytically inactive HA-INPP5E partially rescued cilia loss in Inpp5e-null tumor cells in vitro. INPP5E mRNA and copy number were reduced in human SHH medulloblastoma compared to other molecular subtypes and consistent with the murine model, reduced INPP5E was associated with improved overall survival. Therefore our study identifies a compartmentalized PtdIns(3,4,5)P3/AKT/GSK3ß signaling axis at cilia in SHH-dependent medulloblastoma that is regulated by INPP5E to maintain tumor cell cilia, promote SHH signaling and thereby medulloblastoma progression.


Assuntos
Neoplasias Encefálicas/genética , Glicogênio Sintase Quinase 3 beta/genética , Proteínas Hedgehog/genética , Meduloblastoma/genética , Monoéster Fosfórico Hidrolases/genética , Animais , Neoplasias Encefálicas/patologia , Linhagem Celular Tumoral , Proliferação de Células/genética , Cílios/genética , Cílios/patologia , Modelos Animais de Doenças , Humanos , Meduloblastoma/patologia , Camundongos , Proteína Oncogênica v-akt/genética , Fosfatidilinositol 3-Quinases/genética , Fosfatos de Fosfatidilinositol/genética , Fosfatos de Fosfatidilinositol/metabolismo , Receptores Acoplados a Proteínas G/genética , Transdução de Sinais
6.
Bone Marrow Transplant ; 52(8): 1171-1179, 2017 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-28394368

RESUMO

We hypothesized that subclinical cardiac injury in the peri-transplant period is more frequent than currently appreciated in children and young adults. We performed echocardiographic screening on 227 consecutive patients prior to hematopoietic stem cell transplantation (HSCT), and 7, 30 and 100 days after transplant. We measured cardiac biomarkers cardiac troponin-I (cTn-I), and soluble suppressor of tumorigenicity 2 (sST2) prior to transplant, during conditioning, and days +7, +14, +28 and +49 in 26 patients. We subsequently analyzed levels of cTn-I every 48-72 h in 15 consecutive children during conditioning. Thirty-two percent (73/227) of patients had a new abnormality on echocardiogram. New left ventricular systolic dysfunction (LVSD) occurred in 6.2% of subjects and new pericardial effusion in 27.3%. Eight of 227 (3.5%) patients underwent pericardial drain placement, and 5 (2.2%) received medical therapy for clinically occult LVSD. cTn-I was elevated in 53.0% of all samples and sST2 in 38.2%. At least one sample had a detectable cTn-I in 84.6% of patients and an elevated sST2 in 76.9%. Thirteen of fifteen patients monitored frequently during condition had elevation of cTn-I. Echocardiographic and biochemical abnormalities are frequent in the peri-HSCT period. Echocardiogram does not detect all subclinical cardiac injuries that may become clinically relevant over longer periods.


Assuntos
Traumatismos Cardíacos/etiologia , Transplante de Células-Tronco Hematopoéticas/efeitos adversos , Adolescente , Adulto , Biomarcadores/sangue , Criança , Pré-Escolar , Ecocardiografia , Feminino , Traumatismos Cardíacos/diagnóstico , Humanos , Lactente , Proteína 1 Semelhante a Receptor de Interleucina-1/sangue , Masculino , Derrame Pericárdico/etiologia , Fatores de Tempo , Troponina I/sangue , Disfunção Ventricular Esquerda/etiologia , Adulto Jovem
7.
Oncogene ; 35(42): 5552-5564, 2016 10 20.
Artigo em Inglês | MEDLINE | ID: mdl-27086929

RESUMO

High-level amplification of the protein phosphatase PPM1D (WIP1) is present in a subset of medulloblastomas (MBs) that have an expression profile consistent with active Sonic Hedgehog (SHH) signaling. We found that WIP1 overexpression increased expression of Shh target genes and cell proliferation in response to Shh stimulation in NIH3T3 and cerebellar granule neuron precursor cells in a p53-independent manner. Thus, we developed a mouse in which WIP1 is expressed in the developing brain under control of the Neurod2 promoter (ND2:WIP1). The external granule layer (EGL) in early postnatal ND2:WIP1 mice exhibited increased proliferation and expression of Shh downstream targets. MB incidence increased and survival decreased when ND2:WIP1 mice were crossed with an Shh-activated MB mouse model. Conversely, Wip1 knockout significantly suppressed MB formation in two independent mouse models of Shh-activated MB. Furthermore, Wip1 knockdown or treatment with a WIP1 inhibitor suppressed the effects of Shh stimulation and potentiated the growth inhibitory effects of SHH pathway-inhibiting drugs in Shh-activated MB cells in vitro. This suggests an important cross-talk between SHH and WIP1 pathways that accelerates tumorigenesis and supports WIP1 inhibition as a potential treatment strategy for MB.


Assuntos
Neoplasias Cerebelares/metabolismo , Proteínas Hedgehog/metabolismo , Meduloblastoma/metabolismo , Células-Tronco Neurais/metabolismo , Proteína Fosfatase 2C/metabolismo , Transdução de Sinais , Animais , Biomarcadores , Ciclo Celular/genética , Linhagem Celular Tumoral , Proliferação de Células , Transformação Celular Neoplásica/metabolismo , Técnicas de Silenciamento de Genes , Humanos , Camundongos , Camundongos Transgênicos , Células NIH 3T3 , Proteína Fosfatase 2C/genética , Proteína Supressora de Tumor p53/metabolismo
8.
Oncogene ; 35(32): 4256-68, 2016 08 11.
Artigo em Inglês | MEDLINE | ID: mdl-26725322

RESUMO

Postnatal proliferation of cerebellar granule neuron precursors (CGNPs), proposed cells of origin for the SHH-associated subgroup of medulloblastoma, is driven by Sonic hedgehog (Shh) and insulin-like growth factor (IGF) in the developing cerebellum. Shh induces the oncogene Yes-associated protein (YAP), which drives IGF2 expression in CGNPs and mouse Shh-associated medulloblastomas. To determine how IGF2 expression is regulated downstream of YAP, we carried out an unbiased screen for transcriptional regulators bound to IGF2 promoters. We report that Y-box binding protein-1 (YB-1), an onco-protein regulating transcription and translation, binds to IGF2 promoter P3. We observed that YB-1 is upregulated across human medulloblastoma subclasses as well as in other varieties of pediatric brain tumors. Utilizing the cerebellar progenitor model for the Shh subgroup of medulloblastoma in mice, we show for the first time that YB-1 is induced by Shh in CGNPs. Its expression is YAP-dependent and it is required for IGF2 expression in CGNPs. Finally, both gain-of function and loss-of-function experiments reveal that YB-1 activity is required for sustaining CGNP and medulloblastoma cell (MBC) proliferation. Collectively, our findings describe a novel role for YB-1 in driving proliferation in the developing cerebellum and MBCs and they identify the SHH:YAP:YB1:IGF2 axis as a powerful target for therapeutic intervention in medulloblastomas.


Assuntos
Neoplasias Cerebelares/patologia , Cerebelo/patologia , Proteínas Hedgehog/metabolismo , Meduloblastoma/patologia , Células-Tronco Neurais/patologia , Proteína 1 de Ligação a Y-Box/metabolismo , Animais , Linhagem Celular Tumoral , Proliferação de Células , Neoplasias Cerebelares/genética , Neoplasias Cerebelares/metabolismo , Regulação Neoplásica da Expressão Gênica , Fator de Crescimento Insulin-Like II/genética , Meduloblastoma/genética , Meduloblastoma/metabolismo , Camundongos , Transdução de Sinais
9.
Oncogene ; 34(9): 1126-40, 2015 Feb 26.
Artigo em Inglês | MEDLINE | ID: mdl-24632620

RESUMO

Recent studies suggest that medulloblastoma, the most common malignant brain tumor of childhood, is comprised of four disease variants. The WIP1 oncogene is overexpressed in Group 3 and 4 tumors, which contain medulloblastomas with the most aggressive clinical behavior. Our data demonstrate increased WIP1 expression in metastatic medulloblastomas, and inferior progression-free and overall survival of patients with WIP1 high-expressing medulloblastoma. Microarray analysis identified upregulation of genes involved in tumor metastasis, including the G protein-coupled receptor CXCR4, in medulloblastoma cells with high WIP1 expression. Stimulation with the CXCR4 ligand SDF1α activated PI-3 kinase signaling, and promoted growth and invasion of WIP1 high-expressing medulloblastoma cells in a p53-dependent manner. When xenografted into the cerebellum of immunodeficient mice, medulloblastoma cells with stable or endogenous high WIP1 expression exhibited strong expression of CXCR4 and activated AKT in primary and invasive tumor cells. WIP1 or CXCR4 knockdown inhibited medulloblastoma growth and invasion. WIP1 knockdown also improved the survival of mice xenografted with WIP1 high-expressing medulloblastoma cells. WIP1 knockdown inhibited cell surface localization of CXCR4 by suppressing expression of the G protein receptor kinase 5, GRK5. Restoration of wild-type GRK5 promoted Ser339 phosphorylation of CXCR4 and inhibited the growth of WIP1-stable medulloblastoma cells. Conversely, GRK5 knockdown inhibited Ser339 phosphorylation of CXCR4, increased cell surface localization of CXCR4 and promoted the growth of medulloblastoma cells with low WIP1 expression. These results demonstrate crosstalk among WIP1, CXCR4 and GRK5, which may be important for the aggressive phenotype of a subclass of medulloblastomas in children.


Assuntos
Neoplasias Cerebelares/patologia , Quimiocina CXCL2/metabolismo , Quinase 5 de Receptor Acoplado a Proteína G/metabolismo , Meduloblastoma/patologia , Fosfoproteínas Fosfatases/genética , Receptores CXCR4/genética , Adolescente , Animais , Linhagem Celular Tumoral , Neoplasias Cerebelares/genética , Criança , Pré-Escolar , Feminino , Quinase 5 de Receptor Acoplado a Proteína G/genética , Humanos , Lactente , Masculino , Meduloblastoma/genética , Camundongos , Camundongos SCID , Invasividade Neoplásica , Transplante de Neoplasias , Fosfoproteínas Fosfatases/metabolismo , Proteína Fosfatase 2C , Receptores CXCR4/metabolismo , Transdução de Sinais , Adulto Jovem
10.
AJNR Am J Neuroradiol ; 35(7): 1263-9, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24831600

RESUMO

BACKGROUND AND PURPOSE: Recently identified molecular subgroups of medulloblastoma have shown potential for improved risk stratification. We hypothesized that distinct MR imaging features can predict these subgroups. MATERIALS AND METHODS: All patients with a diagnosis of medulloblastoma at one institution, with both pretherapy MR imaging and surgical tissue, served as the discovery cohort (n = 47). MR imaging features were assessed by 3 blinded neuroradiologists. NanoString-based assay of tumor tissues was conducted to classify the tumors into the 4 established molecular subgroups (wingless, sonic hedgehog, group 3, and group 4). A second pediatric medulloblastoma cohort (n = 52) from an independent institution was used for validation of the MR imaging features predictive of the molecular subtypes. RESULTS: Logistic regression analysis within the discovery cohort revealed tumor location (P < .001) and enhancement pattern (P = .001) to be significant predictors of medulloblastoma subgroups. Stereospecific computational analyses confirmed that group 3 and 4 tumors predominated within the midline fourth ventricle (100%, P = .007), wingless tumors were localized to the cerebellar peduncle/cerebellopontine angle cistern with a positive predictive value of 100% (95% CI, 30%-100%), and sonic hedgehog tumors arose in the cerebellar hemispheres with a positive predictive value of 100% (95% CI, 59%-100%). Midline group 4 tumors presented with minimal/no enhancement with a positive predictive value of 91% (95% CI, 59%-98%). When we used the MR imaging feature-based regression model, 66% of medulloblastomas were correctly predicted in the discovery cohort, and 65%, in the validation cohort. CONCLUSIONS: Tumor location and enhancement pattern were predictive of molecular subgroups of pediatric medulloblastoma and may potentially serve as a surrogate for genomic testing.


Assuntos
Biomarcadores Tumorais/metabolismo , Neoplasias Cerebelares/metabolismo , Neoplasias Cerebelares/patologia , Meduloblastoma/metabolismo , Meduloblastoma/patologia , Proteínas de Neoplasias/metabolismo , Proteínas Wnt/metabolismo , Adolescente , Adulto , Neoplasias Cerebelares/classificação , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Masculino , Meduloblastoma/classificação , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Método Simples-Cego , Adulto Jovem
11.
Br J Cancer ; 110(3): 636-47, 2014 Feb 04.
Artigo em Inglês | MEDLINE | ID: mdl-24346283

RESUMO

BACKGROUND: microRNA-9 is a key regulator of neuronal development aberrantly expressed in brain malignancies, including medulloblastoma. The mechanisms by which microRNA-9 contributes to medulloblastoma pathogenesis remain unclear, and factors that regulate this process have not been delineated. METHODS: Expression and methylation status of microRNA-9 in medulloblastoma cell lines and primary samples were analysed. The association of microRNA-9 expression with medulloblastoma patients' clinical outcome was assessed, and the impact of microRNA-9 restoration was functionally validated in medulloblastoma cells. RESULTS: microRNA-9 expression is repressed in a large subset of MB samples compared with normal fetal cerebellum. Low microRNA-9 expression correlates significantly with the diagnosis of unfavourable histopathological variants and with poor clinical outcome. microRNA-9 silencing occurs via cancer-specific CpG island hypermethylation. HES1 was identified as a direct target of microRNA-9 in medulloblastoma, and restoration of microRNA-9 was shown to trigger cell cycle arrest, to inhibit clonal growth and to promote medulloblastoma cell differentiation. CONCLUSIONS: microRNA-9 is a methylation-silenced tumour suppressor that could be a potential candidate predictive marker for poor prognosis of medulloblastoma. Loss of microRNA-9 may confer a proliferative advantage to tumour cells, and it could possibly contribute to disease pathogenesis. Thus, re-expression of microRNA-9 may constitute a novel epigenetic regulation strategy against medulloblastoma.


Assuntos
Fatores de Transcrição Hélice-Alça-Hélice Básicos/biossíntese , Neoplasias Encefálicas/genética , Epigênese Genética , Proteínas de Homeodomínio/biossíntese , Meduloblastoma/genética , MicroRNAs/genética , Adulto , Idoso , Fatores de Transcrição Hélice-Alça-Hélice Básicos/genética , Neoplasias Encefálicas/patologia , Diferenciação Celular/genética , Linhagem Celular Tumoral , Proliferação de Células , Cerebelo/metabolismo , Ilhas de CpG/genética , Feminino , Feto/metabolismo , Inativação Gênica , Proteínas de Homeodomínio/genética , Humanos , Masculino , Meduloblastoma/patologia , MicroRNAs/metabolismo , Prognóstico , Regiões Promotoras Genéticas , Fatores de Transcrição HES-1
12.
Oncogene ; 33(20): 2674-80, 2014 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-23752195

RESUMO

Basal cell carcinoma (BCC), the most common type of cancer, is characterized by aberrant Hedgehog (Hh) pathway activity. Mutations in pathway components, such as PATCHED1 (PTCH1), are commonly found in BCC. While the tumor suppressor role of PTCH1 in BCC is well established, how Hh pathway activation disrupts normal skin homeostasis to promote BCC formationremains poorly understood. Like Ptc1, Sufu is a major negative regulator of the Hh pathway. Previously, we showed that inactivation of Sufu in the skin does not result in BCC formation. Why loss of Ptc1, but not Sufu, in the epidermis induces BCC formation is unclear. In this report, we utilized gene expression profiling to identify biological pathways and processes that distinguish Sufu from Ptc1 mutants, and discovered a novel role for Sufu in cell cycle regulation. We demonstrated that the Hh pathway activation inSufu and Ptc1 mutant skin is associated with abnormal cell cycle entry, ectopic expression of D-type cyclins and increasedDNA damage. However, despite the presence of DNA damage, p53 stabilization was impaired in the mutant skin. Alternative mechanism to halt genomic instability is the activation of G2/M cell cycle checkpoint, which can occur independent of p53. We found that while Ptc1 mutant cells continue to cycle, which would favor genomic instability, loss of Sufu results in G2/M cell cycle arrest.This finding may explain why inactivation of Sufu is not sufficient to drive BCC formation. Taken together, these studies revealed a unique role for Sufu in G2/M phase progression, and uncovered the molecular and cellular features associated with Hh-driven BCC.


Assuntos
Carcinoma Basocelular/patologia , Divisão Celular , Fase G2 , Proteínas Hedgehog/fisiologia , Neoplasias Cutâneas/patologia , Proteína Supressora de Tumor p53/metabolismo , Humanos
13.
Ann Oncol ; 24(2): 441-448, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-23041589

RESUMO

BACKGROUND: Because follicular lymphoma (FL) patients have heterogeneous outcomes, the FL international prognostic index (FLIPI) was developed to risk-stratify patients and to predict survival. However, limited data exist regarding the role of FLIPI in the era of routine first-line rituximab (R) and R-chemotherapy regimens and in the setting of community oncology practices. PATIENTS AND METHODS: We evaluated the outcome data from the National LymphoCare Study (NLCS), a prospective, observational cohort study, which collects data on patients with FL in the United States (US) community practices. RESULTS: Among 1068 male and 1124 female patients with FLIPI data, most were treated in US community practices (79%); 35% were FLIPI good risk, 30% intermediate risk, and 35% poor risk. FLIPI risk groups were significant predictors of overall survival (OS) and progression-free survival (PFS) for patients who undergo watchful waiting (WW), and those who receive non-R-containing regimens, R-alone, and R-chemotherapy combinations. CONCLUSIONS: In the setting of contemporary practice with routine R use, stratifying patients into good, intermediate, and poor FLIPI risk groups predicts distinct outcomes in terms of OS and PFS. FLIPI remains an important prognostic index in the R era and should be used in clinical practices to support discussions about prognosis.


Assuntos
Linfoma Folicular/tratamento farmacológico , Linfoma Folicular/mortalidade , Idoso , Anticorpos Monoclonais Murinos/uso terapêutico , Estudos de Coortes , Centros Comunitários de Saúde , Intervalo Livre de Doença , Feminino , Humanos , Linfoma Folicular/classificação , Masculino , Pessoa de Meia-Idade , Gradação de Tumores , Estudos Prospectivos , Fatores de Risco , Rituximab , Resultado do Tratamento , Conduta Expectante
14.
Oncogene ; 31(15): 1923-37, 2012 Apr 12.
Artigo em Inglês | MEDLINE | ID: mdl-21874045

RESUMO

Radiation therapy remains the standard of care for many cancers, including the malignant pediatric brain tumor medulloblastoma. Radiation leads to long-term side effects, whereas radioresistance contributes to tumor recurrence. Radio-resistant medulloblastoma cells occupy the perivascular niche. They express Yes-associated protein (YAP), a Sonic hedgehog (Shh) target markedly elevated in Shh-driven medulloblastomas. Here we report that YAP accelerates tumor growth and confers radioresistance, promoting ongoing proliferation after radiation. YAP activity enables cells to enter mitosis with un-repaired DNA through driving insulin-like growth factor 2 (IGF2) expression and Akt activation, resulting in ATM/Chk2 inactivation and abrogation of cell cycle checkpoints. Our results establish a central role for YAP in counteracting radiation-based therapies and driving genomic instability, and indicate the YAP/IGF2/Akt axis as a therapeutic target in medulloblastoma.


Assuntos
Neoplasias Cerebelares/genética , Instabilidade Genômica , Fator de Crescimento Insulin-Like II/metabolismo , Meduloblastoma/genética , Meduloblastoma/radioterapia , Proteínas Nucleares/fisiologia , Proteínas Proto-Oncogênicas c-akt/metabolismo , Fatores de Transcrição/fisiologia , Animais , Pontos de Checagem do Ciclo Celular , Proteínas de Ciclo Celular , Neoplasias Cerebelares/radioterapia , Dano ao DNA , Humanos , Camundongos , Camundongos Transgênicos , Tolerância a Radiação
15.
Oncogene ; 31(2): 187-99, 2012 Jan 12.
Artigo em Inglês | MEDLINE | ID: mdl-21685941

RESUMO

Bmi1 is a key stem cell regulatory gene implicated in the pathogenesis of many aggressive cancers, including medulloblastoma. Overexpression of Bmi1 promotes cell proliferation and is required for hedgehog (Hh) pathway-driven tumorigenesis. This study aimed to determine if Sonic hedgehog (Shh) modulates the key stem cell regulatory gene Bmi1 in childhood medulloblastoma brain tumor-initiating cells (BTICs). Although current literature suggests that there is a correlation between Shh pathway genes and Bmi1 expression, it is unclear whether there is indeed a direct regulatory mechanism. To address whether Shh induces expression of Bmi1, stem cell-enriched populations from medulloblastoma cell lines and primary samples were treated with Shh ligand and KAAD-cyclopamine (Shh antagonist). Our data indicate that Bmi1 expression positively correlates with increasing Shh ligand concentrations. Chromatin immunoprecipitation reveals that Gli1 preferentially binds to the Bmi1 promoter, and Bmi1 transcript levels are increased and decreased by Gli1 overexpression and downregulation, respectively. Knockdown experiments of Bmi1 in vitro and in vivo demonstrate that Hh signaling not only drives Bmi1 expression, but a feedback mechanism exists wherein downstream effectors of Bmi1 may, in turn, activate Hh pathway genes. These findings implicate Bmi1 and Hh as mutually indispensable pathways in medulloblastoma BTIC maintenance. Recent molecular characterization of medulloblastoma also reveals that Bmi1 is overexpressed across all subgroups of medulloblastoma, particularly in the most aggressive subtypes. Lastly, despite recent identification of BTIC markers, the molecular characterization of these cell populations remains unclear. In this work, we propose that the BTIC marker CD133 may segregate a cell population with a Hh-receptor phenotype, thus demonstrating a cell-cell interaction between the CD133+ Hh receptor cells and the CD133- Hh-secreting cells.


Assuntos
Neoplasias Encefálicas/metabolismo , Proteínas Hedgehog/fisiologia , Meduloblastoma/metabolismo , Proteínas Nucleares/fisiologia , Proteínas Proto-Oncogênicas/fisiologia , Proteínas Repressoras/fisiologia , Neoplasias Encefálicas/patologia , Linhagem Celular Tumoral , Proliferação de Células , Técnicas de Silenciamento de Genes , Humanos , Meduloblastoma/patologia , Proteínas Nucleares/genética , Complexo Repressor Polycomb 1 , Proteínas Proto-Oncogênicas/genética , Proteínas Repressoras/genética
16.
Oncogene ; 29(20): 3017-24, 2010 May 20.
Artigo em Inglês | MEDLINE | ID: mdl-20208569

RESUMO

Medulloblastoma (MB) is the most common malignant pediatric brain tumor. Dysregulation of WNT signaling occurs in up to 20% of cases. Using a genome-wide approach, we identified the secreted frizzled-related protein 1, 2 and 3 (SFRP1, SFRP2 and SFRP3) family of WNT inhibitors as putative tumor suppressor genes silenced by promoter region methylation in MB. SFRP1, SFRP2 and SFRP3 expression increased after 5-aza-2'-deoxycytidine treatment. SFRP1, SFRP2 and SFRP3 methylation was identified in 23.5, 3.9 and 15.7% of primary MB specimens, respectively, by methylation-specific PCR. Stable SFRP1, SFRP2 and SFRP3 expression reduced phospho-DVL2 levels and hindered MB cell proliferation and colony formation in soft agar in vitro. In 60% of primary tumors, SFRP1 was expressed at levels twofold lower than that in normal cerebellum. SFRP1 expression impaired tumor formation in vivo in flank and orthotopic intracerebellar xenograft models and conferred a significant survival advantage (P<0.0001). We identify for the first time tumor suppressor gene function of SFRP genes in MB, and suggest that loss of WNT pathway inhibition due to SFRP gene silencing is an additional mechanism that may contribute to excessive WNT signaling in this disease.


Assuntos
Inativação Gênica , Genes Supressores de Tumor/fisiologia , Glicoproteínas/genética , Peptídeos e Proteínas de Sinalização Intercelular/genética , Meduloblastoma/genética , Proteínas de Membrana/genética , Proteínas Wnt/metabolismo , Proteínas Adaptadoras de Transdução de Sinal/antagonistas & inibidores , Proteínas Adaptadoras de Transdução de Sinal/genética , Proteínas Adaptadoras de Transdução de Sinal/metabolismo , Animais , Linhagem Celular Tumoral , Cerebelo/metabolismo , Cerebelo/patologia , Metilação de DNA , Proteínas Desgrenhadas , Regulação Neoplásica da Expressão Gênica , Glicoproteínas/metabolismo , Humanos , Peptídeos e Proteínas de Sinalização Intercelular/metabolismo , Peptídeos e Proteínas de Sinalização Intracelular , Meduloblastoma/metabolismo , Meduloblastoma/patologia , Proteínas de Membrana/metabolismo , Camundongos , Camundongos Nus , Fosfoproteínas/antagonistas & inibidores , Fosfoproteínas/genética , Fosfoproteínas/metabolismo , Fosforilação , Regiões Promotoras Genéticas , Taxa de Sobrevida , Ensaios Antitumorais Modelo de Xenoenxerto
17.
Vet Rec ; 158(16): 533-9, 2006 Apr 22.
Artigo em Inglês | MEDLINE | ID: mdl-16632525

RESUMO

A survey was made of the prevalence, diagnosis and treatment of dermatological conditions in small animals in general practice in the UK. Out of 3707 small animal consultations in general practice that were observed and recorded, 795 (21.4 per cent) involved animals that had a dermatological problem. In dogs and exotic species, pruritus was the most common presenting sign, accounting for 30 to 40 per cent of the dermatological consultations. In cats, cutaneous swellings were the most common presentation (36 per cent). A diagnosis or recommendation for treatment was made on the basis of the presenting clinical signs and physical examination alone in 576 (72 per cent) of the cases, and various diagnostic tests were performed in the other cases. In dogs, parasitic infestations, bacterial infections and neoplasia accounted for the majority of the diagnoses. In cats, parasites and bacterial infections were the most common. In exotic species, parasites accounted for over 80 per cent of the dermatological diagnoses. In dogs, the most common final diagnoses were otitis, pyoderma, anal sac impaction, flea infestation and atopic dermatitis. In cats, abscesses, flea infestation, and otitis were the most common diagnoses. In exotic species, the most common diagnosis was an unspecified mite infestation. Systemic antibiotics were prescribed in 196 cases (25 per cent), systemic glucocorticoids were prescribed in 162 cases (20 per cent) and treatment with an ectoparasiticide was prescribed in 167 cases (21 per cent).


Assuntos
Doenças do Gato , Doenças do Cão , Dermatopatias/veterinária , Animais , Aves , Doenças do Gato/diagnóstico , Doenças do Gato/epidemiologia , Doenças do Gato/terapia , Gatos , Chinchila , Cricetinae , Coleta de Dados , Doenças do Cão/diagnóstico , Doenças do Cão/epidemiologia , Doenças do Cão/terapia , Cães , Medicina de Família e Comunidade , Furões , Gerbillinae , Carpa Dourada , Cobaias , Hospitais Veterinários , Humanos , Camundongos , Prevalência , Coelhos , Ratos , Encaminhamento e Consulta , Répteis , Dermatopatias/diagnóstico , Dermatopatias/epidemiologia , Dermatopatias/terapia
18.
J Cardiovasc Surg (Torino) ; 46(3): 297-305, 2005 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-15956929

RESUMO

AIM: Off pump coronary artery bypass grafting (OPCAB) involves, and is occasionally impaired by obligatory regional myocardial ischemia, particularly with the use of proximal coronary in-flow occlusion techniques. Intracoronary shunts do not guarantee absence of distal ischemia given their small inner diameter and the presence of proximal coronary stenosis. Additional adjunctive measures to provide short-term myocardial protection may facilitate OPCAB. High-energy phosphate supplementation with creatine phosphate prior to ischemia may attenuate ischemic dysfunction. METHODS: In a rodent model of a transient coronary occlusion and myocardial ischemia, 36 animals underwent preischemic intravenous infusion of either creatine phosphate or saline, 10 minutes of proximal left anterior descending (LAD) occlusion, and 10 minutes of reperfusion. Rats underwent continuous intracavitary pressure monitoring and cellular ATP levels were quantified using a luciferin/luciferase bioluminescence assay. RESULTS: Within 2 minutes of ischemia onset, creatine phosphate animals exhibited statistically significant greater preservation of myocardial function compared to controls, an augmentation which persisted throughout the duration of ischemia and subsequent reperfusion. Furthermore, significantly greater cellular ATP levels were observed among creatine phosphate treated animals (344+/-55 nMol/g tissue, n=5) compared to control animals (160+/-9 nMol/g tissue, n=5)(p=0.014). CONCLUSIONS: A strategy of intravenous high-energy phosphate administration successfully prevented ischemic ventricular dysfunction in a rodent model of OPCAB.


Assuntos
Cardiotônicos/administração & dosagem , Ponte de Artéria Coronária sem Circulação Extracorpórea/métodos , Isquemia Miocárdica/prevenção & controle , Fosfocreatina/administração & dosagem , Trifosfato de Adenosina/metabolismo , Animais , Modelos Animais de Doenças , Infusões Intravenosas , Masculino , Isquemia Miocárdica/metabolismo , Isquemia Miocárdica/fisiopatologia , Miocárdio/metabolismo , Ratos , Ratos Wistar , Volume Sistólico/efeitos dos fármacos , Volume Sistólico/fisiologia , Resultado do Tratamento , Troponina I/sangue
19.
Br J Health Psychol ; 10(Pt 2): 153-65, 2005 May.
Artigo em Inglês | MEDLINE | ID: mdl-15969847

RESUMO

OBJECTIVES: The objective was to investigate how childhood IQ related to all-cause mortality before and after age 65. DESIGN: The Midspan prospective cohort studies, followed-up for mortality for 25 years, were linked to individuals' childhood IQ from the Scottish Mental Survey 1932. METHODS: The Midspan studies collected data on risk factors for cardiorespiratory disease from a questionnaire and at a screening examination, and were conducted on adults in Scotland in the 1970s. An age 11 IQ from the Scottish Mental Survey 1932, a cognitive ability test conducted on 1921-born children attending schools in Scotland, was found for 938 Midspan participants. The relationship between childhood IQ and mortality risk, adjusting for adulthood socio-economic confounders, was analysed. The effect of adjustment for childhood IQ on the relationship between established risk factors (blood pressure, smoking, height and respiratory function) and mortality was also investigated. RESULTS: For deaths occurring up to age 65, there was a 36% increased risk per standard deviation decrease (15 points) in childhood IQ which was reduced to 29% after adjusting for social class and deprivation category. There was no statistically significant relationship between childhood IQ and deaths occurring after the age of 65. Adjustment for childhood IQ attenuated the risk factor-mortality relationship in deaths occurring up to age 65, but had no effect in deaths occurring after age 65. CONCLUSIONS: Childhood IQ was significantly related to deaths occurring up to age 65, but not to deaths occurring after age 65.


Assuntos
Causas de Morte , Inteligência , Longevidade , Mortalidade , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Doenças Cardiovasculares/mortalidade , Criança , Estudos de Coortes , Feminino , Seguimentos , Inquéritos Epidemiológicos , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Carência Psicossocial , Doenças Respiratórias/mortalidade , Medição de Risco/estatística & dados numéricos , Escócia , Fatores Socioeconômicos , Análise de Sobrevida
20.
Soc Sci Med ; 59(10): 2131-8, 2004 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-15351478

RESUMO

This study investigated the influence of childhood IQ on the relationships between risk factors and cardiovascular disease (CVD), coronary heart disease (CHD) and stroke in adulthood. Participants were from the Midspan prospective cohort studies which were conducted on adults in Scotland in the 1970s. Data on risk factors were collected from a questionnaire and at a screening examination, and participants were followed up for 25 years for hospital admissions and mortality. 938 Midspan participants were successfully matched with their age 11 IQ from the Scottish Mental Survey 1932, in which 1921-born children attending schools in Scotland took a cognitive ability test. Childhood IQ was negatively correlated with diastolic and systolic blood pressure, and positively correlated with height and respiratory function in adulthood. For each of CVD, CHD and stroke, defined as either a hospital admission or death, there was an increased relative rate per standard deviation decrease (15 points) in childhood IQ of 1.11 (95% confidence interval 1.01-1.23), 1.16 (1.03-1.32) and 1.10 (0.88-1.36), respectively. With events divided into those first occurring before and those first occurring after the age of 65, the relationships between childhood IQ and CVD, CHD and stroke were only seen before age 65 and not after age 65. Blood pressure, height, respiratory function and smoking were associated with CVD events. Relationships were stronger in the early compared to the later period for smoking and FEV1, and stronger in the later compared to the earlier period for blood pressure. Adjustment for childhood IQ had small attenuating effects on the risk factor-CVD relationship before age 65 and no effects after age 65. Adjustment for risk factors attenuated the childhood IQ-CVD relationship by a small amount before age 65. Childhood IQ was associated with CVD risk factors and events and can be considered an important new risk factor.


Assuntos
Doenças Cardiovasculares/epidemiologia , Comportamentos Relacionados com a Saúde , Inteligência/classificação , Acidente Vascular Cerebral/epidemiologia , Adolescente , Adulto , Fatores Etários , Idoso , Doenças Cardiovasculares/fisiopatologia , Criança , Feminino , Humanos , Testes de Inteligência , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Fatores de Risco , Escócia/epidemiologia , Acidente Vascular Cerebral/fisiopatologia , Inquéritos e Questionários
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