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1.
Hepatology ; 59(6): 2228-37, 2014 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-24443104

RESUMEN

UNLABELLED: Fibrolamellar hepatocellular carcinoma (FLC) is a rare subtype of liver cancer occurring mostly in children and young adults. We have shown that FLC comprises two separate entities: pure (p-FLC) and mixed-FLC (m-FLC), differing in clinical presentation and course. We show that p-FLCs have a distinct gene expression signature different from that of m-FLCs, which have a signature similar to that of classical hepatocellular carcinomas. We found p-FLC profiles to be unique among 263 profiles related to diverse tumoral and nontumoral liver samples. We identified two distinct molecular subgroups of p-FLCs with different outcomes. Pathway analysis of p-FLCs revealed ERBB2 overexpression and an up-regulation of glycolysis, possibly leading to compensatory mitochondrial hyperplasia and oncocytic differentiation. Four of the sixteen genes most significantly overexpressed in p-FLCs were neuroendocrine genes: prohormone convertase 1 (PCSK1); neurotensin; delta/notch-like EGF repeat containing; and calcitonin. PCSK1 overexpression was validated by immunohistochemistry, yielding specific, diffuse staining of the protein throughout the cytoplasm, possibly corresponding to a functional form of this convertase. CONCLUSION: p-FLCs have a unique transcriptomic signature characterized by the strong expression of specific neuroendocrine genes, suggesting that these tumors may have a cellular origin different from that of HCC. Our data have implications for the use of genomic profiling for diagnosis and selection of targeted therapies in patients with p-FLC.


Asunto(s)
Carcinoma Hepatocelular/metabolismo , Perfilación de la Expresión Génica , Neoplasias Hepáticas/metabolismo , Proproteína Convertasa 1/metabolismo , Receptor ErbB-2/metabolismo , Transcripción Genética , Adulto , Calcitonina/genética , Calcitonina/metabolismo , Femenino , Genes erbB-2 , Glucólisis/genética , Humanos , Masculino , Proteínas del Tejido Nervioso/genética , Proteínas del Tejido Nervioso/metabolismo , Neurotensina/genética , Neurotensina/metabolismo , Proproteína Convertasa 1/genética , Receptores de Superficie Celular/genética , Receptores de Superficie Celular/metabolismo
2.
PLoS Med ; 10(5): e1001453, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23700391

RESUMEN

BACKGROUND: Colon cancer (CC) pathological staging fails to accurately predict recurrence, and to date, no gene expression signature has proven reliable for prognosis stratification in clinical practice, perhaps because CC is a heterogeneous disease. The aim of this study was to establish a comprehensive molecular classification of CC based on mRNA expression profile analyses. METHODS AND FINDINGS: Fresh-frozen primary tumor samples from a large multicenter cohort of 750 patients with stage I to IV CC who underwent surgery between 1987 and 2007 in seven centers were characterized for common DNA alterations, including BRAF, KRAS, and TP53 mutations, CpG island methylator phenotype, mismatch repair status, and chromosomal instability status, and were screened with whole genome and transcriptome arrays. 566 samples fulfilled RNA quality requirements. Unsupervised consensus hierarchical clustering applied to gene expression data from a discovery subset of 443 CC samples identified six molecular subtypes. These subtypes were associated with distinct clinicopathological characteristics, molecular alterations, specific enrichments of supervised gene expression signatures (stem cell phenotype-like, normal-like, serrated CC phenotype-like), and deregulated signaling pathways. Based on their main biological characteristics, we distinguished a deficient mismatch repair subtype, a KRAS mutant subtype, a cancer stem cell subtype, and three chromosomal instability subtypes, including one associated with down-regulated immune pathways, one with up-regulation of the Wnt pathway, and one displaying a normal-like gene expression profile. The classification was validated in the remaining 123 samples plus an independent set of 1,058 CC samples, including eight public datasets. Furthermore, prognosis was analyzed in the subset of stage II-III CC samples. The subtypes C4 and C6, but not the subtypes C1, C2, C3, and C5, were independently associated with shorter relapse-free survival, even after adjusting for age, sex, stage, and the emerging prognostic classifier Oncotype DX Colon Cancer Assay recurrence score (hazard ratio 1.5, 95% CI 1.1-2.1, p = 0.0097). However, a limitation of this study is that information on tumor grade and number of nodes examined was not available. CONCLUSIONS: We describe the first, to our knowledge, robust transcriptome-based classification of CC that improves the current disease stratification based on clinicopathological variables and common DNA markers. The biological relevance of these subtypes is illustrated by significant differences in prognosis. This analysis provides possibilities for improving prognostic models and therapeutic strategies. In conclusion, we report a new classification of CC into six molecular subtypes that arise through distinct biological pathways.


Asunto(s)
Biomarcadores de Tumor/genética , Neoplasias del Colon/genética , Perfilación de la Expresión Génica , Pruebas Genéticas , Adulto , Anciano , Anciano de 80 o más Años , Distribución de Chi-Cuadrado , Análisis por Conglomerados , Neoplasias del Colon/clasificación , Neoplasias del Colon/mortalidad , Neoplasias del Colon/patología , Neoplasias del Colon/cirugía , Femenino , Francia , Perfilación de la Expresión Génica/métodos , Regulación Neoplásica de la Expresión Génica , Predisposición Genética a la Enfermedad , Pruebas Genéticas/métodos , Humanos , Estimación de Kaplan-Meier , Modelos Logísticos , Metástasis Linfática , Masculino , Persona de Mediana Edad , Análisis Multivariante , Estadificación de Neoplasias , Fenotipo , Medicina de Precisión , Valor Predictivo de las Pruebas , Pronóstico , Modelos de Riesgos Proporcionales , ARN Mensajero/análisis , Reproducibilidad de los Resultados , Medición de Riesgo , Factores de Riesgo , Factores de Tiempo , Adulto Joven
3.
Hum Mol Genet ; 20(20): 3974-85, 2011 Oct 15.
Artículo en Inglés | MEDLINE | ID: mdl-21784903

RESUMEN

Pheochromocytomas and paragangliomas are neuroendocrine tumors that occur in the context of inherited cancer syndromes in ∼30% of cases and are linked to germline mutations in the VHL, RET, NF1, SDHA, SDHB, SDHC, SDHD, SDHAF2 and TMEM127 genes. Although genome-wide expression studies have revealed some of the mechanisms likely to be involved in pheochromocytoma/paraganglioma tumorigenesis, the complete molecular distinction of all subtypes of hereditary tumors has not been solved and the genetic events involved in the generation of sporadic tumors are unknown. With these purposes in mind, we investigated 202 pheochromocytomas/paragangliomas, including 75 hereditary tumors, using expression profiling, BAC array comparative genomic hybridization and somatic mutation screening. Gene expression signatures defined the hereditary tumors according to their genotype and notably, led to a complete subseparation between SDHx- and VHL-related tumors. In tumor tissues, the systematic characterization of somatic genetic events associated with germline mutations in tumor suppressor genes revealed loss of heterozygosity (LOH) in a majority of cases, but also detected point mutations and copy-neutral LOH. Finally, guided by transcriptome classifications and LOH profiles, somatic mutations in VHL or RET genes were identified in 14% of sporadic pheochromocytomas/paragangliomas. Overall, we found a germline or somatic genetic alteration in 45.5% (92/202) of the tumors in this large series of pheochromocytomas/paragangliomas. Regarding mutated genes, specific molecular pathways involved in tumorigenesis mechanisms are identified. Altogether, these new findings suggest that somatic mutation analysis is likely to yield important clues for personalizing molecular targeted therapies.


Asunto(s)
Neoplasias de las Glándulas Suprarrenales/genética , Genómica , Mutación/genética , Paraganglioma Extraadrenal/genética , Feocromocitoma/genética , Mapeo Cromosómico , Análisis por Conglomerados , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Genotipo , Humanos , Pérdida de Heterocigocidad
4.
Hum Mol Genet ; 19(15): 3011-20, 2010 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-20484225

RESUMEN

Mitochondrial succinate-coenzyme Q reductase (complex II) consists of four subunits, SDHA, SDHB, SDHC and SDHD. Heterozygous germline mutations in SDHB, SDHC, SDHD and SDHAF2 [encoding for succinate dehydrogenase (SDH) complex assembly factor 2] cause hereditary paragangliomas and pheochromocytomas. Surprisingly, no genetic link between SDHA and paraganglioma/pheochromocytoma syndrome has ever been established. We identified a heterozygous germline SDHA mutation, p.Arg589Trp, in a woman suffering from catecholamine-secreting abdominal paraganglioma. The functionality of the SDHA mutant was assessed by studying SDHA, SDHB, HIF-1alpha and CD34 protein expression using immunohistochemistry and by examining the effect of the mutation in a yeast model. Microarray analyses were performed to study gene expression involved in energy metabolism and hypoxic pathways. We also investigated 202 paragangliomas or pheochromocytomas for loss of heterozygosity (LOH) at the SDHA, SDHB, SDHC and SDHD loci by BAC array comparative genomic hybridization. In vivo and in vitro functional studies demonstrated that the SDHA mutation causes a loss of SDH enzymatic activity in tumor tissue and in the yeast model. Immunohistochemistry and transcriptome analyses established that the SDHA mutation causes pseudo-hypoxia, which leads to a subsequent increase in angiogenesis, as other SDHx gene mutations. LOH was detected at the SDHA locus in the patient's tumor but was present in only 4.5% of a large series of paragangliomas and pheochromocytomas. The SDHA gene should be added to the list of genes encoding tricarboxylic acid cycle proteins that act as tumor suppressor genes and can now be considered as a new paraganglioma/pheochromocytoma susceptibility gene.


Asunto(s)
Complejo II de Transporte de Electrones/genética , Genes Supresores de Tumor , Paraganglioma/enzimología , Paraganglioma/genética , Adulto , Secuencia de Aminoácidos , Secuencia de Bases , Complejo II de Transporte de Electrones/química , Femenino , Frecuencia de los Genes/genética , Sitios Genéticos/genética , Genotipo , Glucólisis/genética , Humanos , Hipoxia/complicaciones , Hipoxia/genética , Pérdida de Heterocigocidad/genética , Modelos Moleculares , Datos de Secuencia Molecular , Mutación/genética , Neovascularización Patológica/complicaciones , Neovascularización Patológica/genética , Análisis de Secuencia por Matrices de Oligonucleótidos , Fosforilación Oxidativa , Paraganglioma/patología , Saccharomyces cerevisiae/genética , Succinato Deshidrogenasa/genética
5.
Genes Chromosomes Cancer ; 49(6): 560-8, 2010 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-20232483

RESUMEN

Desmoid tumors are fibroblastic/myofibroblastic proliferations. Previous studies reported that CTNNB1 mutations were detected in 84% and that mutations of the APC gene were found in several cases of sporadic desmoid tumors lacking CTNNB1 mutations. Forty tumors were analyzed by comparative genomic hybridization (CGH). Karyotype and fluorescence in situ hybridization revealed a nonrandom occurrence of trisomy 8 associated with an increased risk of recurrence. We report the first molecular characterization including a large series of patients. We performed array CGH on frozen samples of 194 tumors, and we screened for APC mutations in patients without CNNTB1 mutation. A high frequency of genomically normal tumors was observed. Four relevant and recurrent alterations (loss of 6q, loss of 5q, gain of 20q, and gain of Chromosome 8) were found in 40 out of 46 tumors with chromosomal changes. Gain of Chromosomes 8 and 20 was not associated with an increased risk of recurrence. Cases with loss of 5q had a minimal common region in 5q22.5 including the APC locus. Alterations of APC, including loss of the entire locus, and CTNNB1 mutation could explain the tumorigenesis in 89% of sporadic desmoids tumors and desmoids tumors occurring in the context of Gardner's syndrome. A better understanding of the pathogenetic pathways in the initiation and progression of desmoid tumors requires studies of 8q and 20q gains, as well as of 6q and 5q losses, and study of the Wnt/beta-catenin pathway.


Asunto(s)
Neoplasias Abdominales/genética , Fibromatosis Agresiva/genética , Neoplasias Abdominales/diagnóstico , Neoplasias Abdominales/patología , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Distribución de Chi-Cuadrado , Niño , Preescolar , Hibridación Genómica Comparativa/métodos , Femenino , Fibromatosis Agresiva/diagnóstico , Fibromatosis Agresiva/patología , Humanos , Hibridación Fluorescente in Situ , Lactante , Recién Nacido , Estimación de Kaplan-Meier , Cariotipificación , Masculino , Persona de Mediana Edad , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Reacción en Cadena de la Polimerasa , Embarazo , Análisis de Secuencia de ADN/métodos , beta Catenina/genética
6.
J Clin Endocrinol Metab ; 97(6): E954-62, 2012 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-22492777

RESUMEN

CONTEXT: Pheochromocytoma and paraganglioma are rare neural-crest-derived tumors. They are metastatic in 15% of cases, and the identification of a germline mutation in the SDHB gene is a predictive risk factor for malignancy and poor prognosis. To date, the link between SDHB mutations and malignancy is still missing. OBJECTIVE: Epithelial to mesenchymal transition (EMT) is a developmental event, reactivated in cancer cells to promote cell mobility and invasiveness. The aim of this study was to address the participation of EMT in the metastatic evolution of pheochromocytoma/paraganglioma. DESIGN AND PATIENTS: Transcriptomic profiling of EMT was performed on 188 tumor samples, using a set of 94 genes implicated in this pathway. Activation of EMT was further confirmed at protein level by immunohistochemistry in a second set of 93 tumors. RESULTS: Hierarchical unsupervised classification showed that most SDHB-metastatic samples clustered together, indicating that EMT is differently regulated in these tumors. Major actors of EMT, metalloproteases and components of cellular junctions, were either up-regulated (LOXL2, TWIST, TCF3, MMP2, and MMP1) or down-regulated (KRT19 and CDH2) in SDHB-metastatic tumors compared with nonmetastatic ones. Interestingly, within metastatic tumors, most of these genes (LOXL2, TWIST, TCF3, MMP2, and KRT19) also allowed us to discriminate SDHB-mutated from non-SDHB-related tumors. In the second set of tumors, we studied Snail1/2 expression by immunohistochemistry and observed its specific nuclear translocation in all SDHB-metastatic tumors. CONCLUSION: We have identified the first pathway that distinguishes SDHB-metastatic from all other types of pheochromocytomas/paragangliomas and suggest that activation of the EMT process might play a critical role in the particularly invasive phenotype of this group of tumors.


Asunto(s)
Neoplasias de las Glándulas Suprarrenales/genética , Transición Epitelial-Mesenquimal/genética , Paraganglioma/genética , Feocromocitoma/genética , Succinato Deshidrogenasa/genética , Neoplasias de las Glándulas Suprarrenales/epidemiología , Neoplasias de las Glándulas Suprarrenales/patología , Aminoácido Oxidorreductasas/genética , Aminoácido Oxidorreductasas/metabolismo , Factores de Transcripción con Motivo Hélice-Asa-Hélice Básico/genética , Factores de Transcripción con Motivo Hélice-Asa-Hélice Básico/metabolismo , Comunicación Celular/fisiología , Regulación Neoplásica de la Expresión Génica , Predisposición Genética a la Enfermedad/epidemiología , Predisposición Genética a la Enfermedad/genética , Humanos , Hipoxia/epidemiología , Hipoxia/genética , Hipoxia/patología , Uniones Intercelulares/fisiología , Mutación/genética , Proteínas Nucleares/genética , Proteínas Nucleares/metabolismo , Paraganglioma/epidemiología , Paraganglioma/patología , Feocromocitoma/epidemiología , Feocromocitoma/secundario , Pronóstico , Factores de Riesgo , Transducción de Señal/fisiología , Factores de Transcripción de la Familia Snail , Succinato Deshidrogenasa/metabolismo , Factores de Transcripción/genética , Factores de Transcripción/metabolismo , Transcriptoma , Proteína 1 Relacionada con Twist/genética , Proteína 1 Relacionada con Twist/metabolismo
7.
PLoS One ; 4(9): e7094, 2009 Sep 18.
Artículo en Inglés | MEDLINE | ID: mdl-19763184

RESUMEN

The Warburg effect describes how cancer cells down-regulate their aerobic respiration and preferentially use glycolysis to generate energy. To evaluate the link between hypoxia and Warburg effect, we studied mitochondrial electron transport, angiogenesis and glycolysis in pheochromocytomas induced by germ-line mutations in VHL, RET, NF1 and SDH genes. SDH and VHL gene mutations have been shown to lead to the activation of hypoxic response, even in normoxic conditions, a process now referred to as pseudohypoxia. We observed a decrease in electron transport protein expression and activity, associated with increased angiogenesis in SDH- and VHL-related, pseudohypoxic tumors, while stimulation of glycolysis was solely observed in VHL tumors. Moreover, microarray analyses revealed that expression of genes involved in these metabolic pathways is an efficient tool for classification of pheochromocytomas in accordance with the predisposition gene mutated. Our data suggest an unexpected association between pseudohypoxia and loss of p53, which leads to a distinct Warburg effect in VHL-related pheochromocytomas.


Asunto(s)
Feocromocitoma/genética , Feocromocitoma/fisiopatología , Adolescente , Adulto , Anciano , Niño , Transporte de Electrón , Femenino , Genes p53/genética , Mutación de Línea Germinal , Glucólisis , Humanos , Hipoxia , Masculino , Persona de Mediana Edad , Mitocondrias/metabolismo , Neovascularización Patológica , Análisis de Secuencia por Matrices de Oligonucleótidos , Fosforilación Oxidativa
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