Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 14 de 14
Filtrar
1.
Jpn J Clin Oncol ; 47(2): 101-107, 2017 02 23.
Artículo en Inglés | MEDLINE | ID: mdl-28175331

RESUMEN

Objective: In this study, we provide long-term outcome data of patients with primary central nervous system lymphoma. Methods: The long-term outcomes of PCNSL patients diagnosed between 1982 and 2006 were reviewed. Neurological late neurotoxicity symptoms, neuroradiological brain atrophy and leukoencephalopathy were evaluated. Surviving patients completed the Quality of Life Questionnaire-30 and Brain Cancer Module-20. The differences in overall survival were assessed using the Kaplan-Meier method and log-rank test. The differences between groups in terms of each investigated parameter were analyzed using the Wilcoxon signed-rank test. Results: Among 112 PCNSL patients, there were 33 (29.4%) long-term (> 5 years) survivors. The median survival of all long-term survivors was 105.7 months; of these, 8 (7.1%) were alive at the latest follow-up, with a mean survival time of 170.2 months (range, 121.8­286.4). Clinical assessment revealed severe neurotoxicity in 14 patients (42.4%), moderate neurotoxicity in 5 (15.1%), and normal status in 14 (42.4%). Correlations were seen between the neuroradiological imaging score changes and neurocognitive condition (P=0.0001), neurocognitive condition and the whole brain irradiation dose (P=0.0004), and atrophy and the whole brain irradiation dose (P=0.0035). Conclusions: A more severe clinical condition was found to be associated with increasing age and whole brain irradiation dose in long-term survivors with PCNSL.


Asunto(s)
Neoplasias del Sistema Nervioso Central/fisiopatología , Linfoma no Hodgkin/fisiopatología , Neoplasias del Sistema Nervioso Central/tratamiento farmacológico , Neoplasias del Sistema Nervioso Central/mortalidad , Neoplasias del Sistema Nervioso Central/psicología , Femenino , Humanos , Linfoma no Hodgkin/tratamiento farmacológico , Linfoma no Hodgkin/mortalidad , Linfoma no Hodgkin/psicología , Masculino , Persona de Mediana Edad , Pronóstico , Calidad de Vida , Sobrevivientes
2.
Cancer Sci ; 104(9): 1205-10, 2013 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-23745793

RESUMEN

The present study aimed to identify genes associated with patient survival to improve our understanding of the underlying biology of gliomas. We investigated whether the expression of genes selected using random survival forests models could be used to define glioma subgroups more objectively than standard pathology. The RNA from 32 non-treated grade 4 gliomas were analyzed using the GeneChip Human Genome U133 Plus 2.0 Expression array (which contains approximately 47 000 genes). Twenty-five genes whose expressions were strongly and consistently related to patient survival were identified. The prognosis prediction score of these genes was most significant among several variables and survival analyses. The prognosis prediction score of three genes and age classifiers also revealed a strong prognostic value among grade 4 gliomas. These results were validated in an independent samples set (n = 488). Our method was effective for objectively classifying grade 4 gliomas and was a more accurate prognosis predictor than histological grading.


Asunto(s)
Glioblastoma/genética , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Niño , Femenino , Humanos , Masculino , Persona de Mediana Edad , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Pronóstico , ARN/genética , Análisis de Supervivencia , Transcriptoma , Adulto Joven
3.
Sci Rep ; 9(1): 10004, 2019 07 10.
Artículo en Inglés | MEDLINE | ID: mdl-31292525

RESUMEN

In current molecular medicine, next-generation sequencing (NGS) for transcript variant detection and multivariable analyses are valid methods for evaluating gene expression, cancer mechanisms, and prognoses of patients. We conducted RNA-sequencing on samples from patients with primary central nervous system lymphoma (PCNSL) using NGS and performed multivariable analysis on gene expression data and correlations focused on Th-1/Th-2 helper T cell balance and immune checkpoint to identify diagnosis/prognosis markers and cancer immune pathways in PCNSL. We selected 84 transcript variants to limit the analysis range for Th-1/Th-2 balance and stimulatory and inhibitory checkpoints in 31 PCNSLs. Of these, 21 highly-expressed transcript variants were composed of the formulas for prognoses based on Th-1/Th-2 status and checkpoint activities. Using formulas, Th-1low, Th-2high, and stimulatory checkpointhigh resulted in poor prognoses. Further, Th-1highTh-2low was associated with good prognoses. On the other hand, CD40-001high and CD70-001high as stimulatory genes, and LAG3-001high, PDCD1 (PD-1)-001/002/003high, and PDCD1LG2 (PD-L2)-201low as inhibitory genes were associated with poor prognoses. Interestingly, Th-1highTh-2low and Th-1lowTh-2high were correlated with stimulatory checkpointlow as CD70-001low and inhibitory checkpointlow as HAVCR2 (TIM-3)-001low and PDCD1LG2-001/201low, respectively. Focused on the inhibitory checkpoint, specific variants of CD274 (PD-L1)-001 and PDCD1-002 served severe hazard ratios. In particular, PDCD1-002high by a cut off score was associated with poor prognoses, in addition to PDCD1-001/003high, PDCD1LG2-201low, and LAG3-001high. These results mainly suggest that expression of transcript variants of PDCD1 and PDCD1LG2 on the Th-1/Th-2 balance enable prognostic prediction in PCNSL. This study provides insights for development of molecular target therapies and identification of diagnosis/prognosis markers in PCNSL.


Asunto(s)
Neoplasias del Sistema Nervioso Central/inmunología , Perfilación de la Expresión Génica/métodos , Linfoma de Células B Grandes Difuso/inmunología , Proteína 2 Ligando de Muerte Celular Programada 1/genética , Receptor de Muerte Celular Programada 1/genética , Células TH1/metabolismo , Células Th2/metabolismo , Adulto , Anciano , Anciano de 80 o más Años , Neoplasias del Sistema Nervioso Central/genética , Femenino , Regulación Neoplásica de la Expresión Génica , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Linfoma de Células B Grandes Difuso/genética , Masculino , Persona de Mediana Edad , Pronóstico , Análisis de Secuencia de ARN , Regulación hacia Arriba
4.
Oncotarget ; 9(44): 27471-27486, 2018 Jun 08.
Artículo en Inglés | MEDLINE | ID: mdl-29937999

RESUMEN

Exome-sequencing for somatic mutation detection and copy number variation analysis are effective and valid methods for evaluating human cancers in current molecular medicine. We conducted target amplicon exome-sequencing analyses using PCR target enrichment and next-generation sequencing on Ion Proton semiconductor sequencers. Twenty-seven primary central nervous system lymphoma (PCNSL) specimens and their corresponding noncancerous tissues were used for multiplex PCR amplification to obtain targeted coverages of the entire coding regions of 409 cancer-related genes. The average of the total numbers of somatic mutations including single-nucleotide variations and insertion/deletion mutations in each specimen was 13.3. Of these, the average of the ratios of nonsynonymous substitutions in each specimen was 74.8%. The most frequent mutations in 27 specimens were in PIM1, MYD88, CD79B, DST, IRF4, ERBB3, MYH11, DCC, and KMT2D. Furthermore, somatic mutations of MYH11 were related to poor prognoses in PCNSL patients. Copy number variations were also duplicated and/or deleted from deep-sequencing in segmental genomic islands. In addition to these prognostic marker candidates, analysis of RTK-RAS-MAPK signaling and the PTEN-PI3K-AKT proapoptotic pathway showed that somatic activations and aberrations, respectively, may be involved in a promising central oncopathway harboring mTOR, c-Myc, FOXO1, and p53. This study provides a foundation for molecular targeted therapies based on genome diagnostics and prognosis in PCNSL.

5.
Leuk Lymphoma ; 48(6): 1119-26, 2007 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-17577775

RESUMEN

We report the efficacy of salvage therapy with a modified ProMACE-MOPP combined with radiation in patients with primary central nervous system lymphoma (PCNSL). Thirty-two immunocompetent patients were treated with a regimen of pirarubicin, cyclophosphamide, etoposide, vincristin, and methotrexate (MTX: 500 mg/m(2)) administered in 21-day cycles. Patients received 20 Gy of whole-brain radiotherapy after three cycles of chemotherapy. A single cycle of chemotherapy was repeated every four months for two years. Nine patients with CNS relapse were retreated with additional cycles of the ProMACE-MOPP hybrid regimen with a 90% objective response rate. Median complete response (CR) duration was 13.2 months and median survival time (MST) for the nine patients treated after initial relapse was 30 months. One of 17 patients (5.8%) who had less than 20 Gy of whole brain irradiation developed dementia. In contrast, six of seven (85.7%) patients who had more than 30 Gy of whole brain radiotherapy became demented. Maintaining a moderate dose of MTX, while adding chemotherapeutic agents and 20 Gy of whole brain radiation therapy, improved disease control and overall survival and lowered the incidence of delayed neurologic toxicity in patients with PCNSL. Additional treatment with a ProMACE-MOPP hybrid regimen is still effective for relapsed disease.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias del Sistema Nervioso Central/tratamiento farmacológico , Neoplasias del Sistema Nervioso Central/radioterapia , Linfoma/tratamiento farmacológico , Linfoma/radioterapia , Recurrencia Local de Neoplasia/tratamiento farmacológico , Recurrencia Local de Neoplasia/radioterapia , Terapia Recuperativa/métodos , Adulto , Anciano , Neoplasias del Sistema Nervioso Central/mortalidad , Terapia Combinada , Ciclofosfamida/efectos adversos , Ciclofosfamida/uso terapéutico , Doxorrubicina/administración & dosificación , Doxorrubicina/efectos adversos , Doxorrubicina/análogos & derivados , Doxorrubicina/uso terapéutico , Etopósido/efectos adversos , Etopósido/uso terapéutico , Femenino , Humanos , Linfoma/mortalidad , Masculino , Mecloretamina/efectos adversos , Mecloretamina/uso terapéutico , Metotrexato/efectos adversos , Metotrexato/uso terapéutico , Persona de Mediana Edad , Síndromes de Neurotoxicidad/tratamiento farmacológico , Síndromes de Neurotoxicidad/radioterapia , Prednisona/efectos adversos , Prednisona/uso terapéutico , Procarbazina/efectos adversos , Procarbazina/uso terapéutico , Estudios Retrospectivos , Terapia Recuperativa/efectos adversos , Análisis de Supervivencia , Vincristina/efectos adversos , Vincristina/uso terapéutico
6.
Anticancer Res ; 37(10): 5655-5666, 2017 10.
Artículo en Inglés | MEDLINE | ID: mdl-28982883

RESUMEN

BACKGROUND/AIM: Programmed cell death ligand 1 (PD-L1)/programmed cell death 1 (PD-1) have been shown to predict response to PD-L1/PD-1-targeted therapy. We analyzed PD-L1 expression in primary central nervous system lymphomas (PCNSLs). MATERIALS AND METHODS: PD-L1 protein and mRNA expression were evaluated in 64 PCNSL tissue samples. IFN-γ, IL-10, CD4, and CD8 mRNA expression was also evaluated. RESULTS: PD-L1 protein was detected in tumor cells in 2 (4.1%) cases and in tumor microenvironments in 25 (52%) cases. PD-L1 mRNA positively correlated with IFN-γ (p=0.0024) and CD4 (p=0.0005) mRNA expression. IFN-γ mRNA positively correlated with CD8 mRNA expression (p=0.0001). Furthermore, tumor cell PD-L1 expression correlated positively with overall survival (p=0.0177), whereas microenvironmental PD-L1 expression exhibited an insignificant negative trend with overall survival (p=0.188). CONCLUSION: PD-L1 was expressed on both tumor and/or tumor-infiltrating immune cells in PCNSL. The biological roles of this marker warrant further investigation.


Asunto(s)
Antígeno B7-H1 , Biomarcadores de Tumor , Neoplasias del Sistema Nervioso Central/química , Neoplasias del Sistema Nervioso Central/genética , Linfoma/química , Linfoma/genética , Adulto , Anciano , Anciano de 80 o más Años , Antígeno B7-H1/análisis , Antígeno B7-H1/genética , Biomarcadores de Tumor/análisis , Biomarcadores de Tumor/genética , Antígenos CD4/genética , Linfocitos T CD4-Positivos/química , Linfocitos T CD4-Positivos/patología , Antígenos CD8/genética , Linfocitos T CD8-positivos/química , Linfocitos T CD8-positivos/patología , Neoplasias del Sistema Nervioso Central/mortalidad , Neoplasias del Sistema Nervioso Central/patología , Supervivencia sin Enfermedad , Femenino , Humanos , Interferón gamma/genética , Interleucina-10/genética , Estimación de Kaplan-Meier , Linfocitos Infiltrantes de Tumor/química , Linfocitos Infiltrantes de Tumor/patología , Linfoma/mortalidad , Linfoma/patología , Masculino , Persona de Mediana Edad , Modelos de Riesgos Proporcionales , ARN Mensajero/genética , Estudios Retrospectivos , Microambiente Tumoral
7.
Oncol Rep ; 15(6): 1569-74, 2006 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-16685397

RESUMEN

Pituitary tumor-transforming gene (PTTG), which is homologous to a mammalian securin, plays a pivotal role in cell transformation and is overexpressed in numerous cancer cell lines and tissues. PTTG functions in the control of mitosis, cell transformation, DNA repair and gene regulation. In the present study, we investigated whether the expression of PTTG1 is correlated with tumorigenicity and prognosis in glioma patients. Expression of PTTG1 was confirmed in three glioma cell lines at the mRNA and protein levels using RT-PCR analysis and Western blotting, respectively. Furthermore, PTTG1 protein was detected in 44 glioma tissue samples using immunohistochemical techniques, markedly increased in high-grade gliomas compared to low-grade gliomas and associated with an unfavorable patient outcome. Moreover, siRNA against the PTTG1 gene inhibited cell proliferation and invasion in glioma cell lines. These data suggest that increased expression of PTTG1 contributes to the tumorigenicity of glioma cells and may be useful as a prognostic marker for glioma patients.


Asunto(s)
Neoplasias Encefálicas/metabolismo , Glioma/metabolismo , Proteínas de Neoplasias/biosíntesis , Adulto , Anciano , Western Blotting/métodos , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/patología , Procesos de Crecimiento Celular/genética , Femenino , Expresión Génica , Glioma/genética , Glioma/patología , Humanos , Inmunohistoquímica/métodos , Masculino , Persona de Mediana Edad , Invasividad Neoplásica , Proteínas de Neoplasias/genética , Pronóstico , ARN Mensajero/biosíntesis , ARN Mensajero/genética , ARN Interferente Pequeño/genética , Securina , Transfección
8.
Oncol Rep ; 15(3): 595-601, 2006 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-16465418

RESUMEN

C/EBP beta (CCAAT/enhancer binding protein beta) is a transcriptional factor that belongs to the basic region-leucine zipper class DNA-binding proteins and plays a role in cell differentiation and inflammatory reactions. Although high tissue levels of inflammatory cytokines, such as interleukin (IL)-6, IL-8 and transforming growth factor-beta, have been observed in glioma patients, the mechanisms underlying this phenomenon remain to be elucidated. C/EBP beta induces a variety of cytokines and thus may play a role in the pathogenesis of glioma. In this study, we investigated the relationship between C/EBP beta expression, tumor histology, and prognosis in glioma. The expression of C/EBP beta mRNA was examined with quantitative real-time PCR and protein expression was examined with immunohistochemical techniques in 47 glioma tissue samples. Expression of C/EBP beta mRNA and protein was markedly increased in high grade glioma compared with low grade glioma. Patients whose expression of C/EBP beta mRNA and protein in tumor tissue was lower survived longer than those whose expressions were higher. In vitro, C/EBP beta siRNA inhibited glioma cell proliferation and invasion. Moreover, IL-8 production by glioma cells was inhibited by C/EBP beta siRNA transfection. These data suggest that increased expression of C/EBP beta may contribute to the promotion of tumor invasiveness and progression. The data imply that the comparison of C/EBP beta expression could be a prognostic marker for patients with glioma.


Asunto(s)
Neoplasias Encefálicas/patología , Proteína beta Potenciadora de Unión a CCAAT/genética , Glioma/patología , Adolescente , Adulto , Anciano , Astrocitoma/genética , Astrocitoma/metabolismo , Astrocitoma/patología , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/metabolismo , Proteína beta Potenciadora de Unión a CCAAT/análisis , Línea Celular Tumoral , Movimiento Celular , Proliferación Celular , Niño , Femenino , Expresión Génica , Glioblastoma/genética , Glioblastoma/metabolismo , Glioblastoma/patología , Glioma/genética , Glioma/metabolismo , Humanos , Inmunohistoquímica , Interleucina-8/metabolismo , Masculino , Persona de Mediana Edad , Pronóstico , Interferencia de ARN/fisiología , ARN Mensajero/genética , ARN Mensajero/metabolismo , ARN Interferente Pequeño/genética , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Análisis de Supervivencia , Transfección
9.
Clin Cancer Res ; 11(16): 5900-11, 2005 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-16115932

RESUMEN

PURPOSE: The primary goal of this phase I study was to assess the safety and immunologic responses of personalized peptide vaccination for patients with advanced malignant glioma. EXPERIMENTAL DESIGN: Twenty-five patients with advanced malignant glioma (8 grade 3 and 17 grade 4 gliomas) were evaluated in a phase I clinical study of a personalized peptide vaccination. For personalized peptide vaccination, prevaccination peripheral blood mononuclear cells and plasma were provided to examine cellular and humoral responses to 25 or 23 peptides in HLA-A24+ or HLA-A2+ patients, respectively; then, only the reactive peptides (maximum of four) were used for in vivo administration. RESULTS: The protocols were well tolerated with local redness and swelling at the injection site in most cases. Twenty-one patients received more than six vaccinations and were evaluated for both immunologic and clinical responses. Increases in cellular or humoral responses specific to at least one of the vaccinated peptides were observed in the postvaccination (sixth) samples from 14 or 11 of 21 patients, respectively. More importantly, significant levels of peptide-specific IgG were detected in the postvaccination tumor cavity or spinal fluid of all of the tested patients who showed favorable clinical responses. Clinical responses were 5 partial responses, 8 cases of stable disease, and 8 cases of progressive disease. The median overall survival for patients with recurrent glioblastoma multiforme in this study (n = 17) was 622 days. CONCLUSIONS: Personalized peptide vaccinations were recommended for the further clinical study to malignant glioma patients.


Asunto(s)
Neoplasias Encefálicas/inmunología , Vacunas contra el Cáncer/inmunología , Glioma/inmunología , Péptidos/inmunología , Adulto , Anciano , Antígenos de Neoplasias/genética , Neoplasias Encefálicas/tratamiento farmacológico , Neoplasias Encefálicas/genética , Vacunas contra el Cáncer/uso terapéutico , Femenino , Regulación Neoplásica de la Expresión Génica/inmunología , Glioma/tratamiento farmacológico , Glioma/genética , Antígenos HLA-A/inmunología , Antígeno HLA-A2/inmunología , Antígeno HLA-A24 , Humanos , Inmunoglobulina G/sangre , Inmunoglobulina G/líquido cefalorraquídeo , Leucocitos Mononucleares/inmunología , Masculino , Persona de Mediana Edad , Péptidos/uso terapéutico , ARN Mensajero/genética , ARN Mensajero/metabolismo , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Análisis de Supervivencia , Linfocitos T Citotóxicos/inmunología , Resultado del Tratamiento
10.
Neurol Med Chir (Tokyo) ; 46(10): 518-21, 2006 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-17062994

RESUMEN

Mesial temporal lobe epilepsy (mTLE) is the most common form of symptomatic localization-related epilepsy and is surgically remediable. Lateralization of the seizure onset is particularly important to determine from a surgical perspective. A 39-year-old woman with intractable mTLE first exhibited seizure at the age of 3 years. She experienced epigastric sensation and placed her right hand on her abdomen before falling backward. Although interictal scalp electroencephalography (EEG), sphenoidal scalp ictal EEG, and magnetoencephalography showed right temporal side focus, computed tomography and magnetic resonance imaging showed atrophy of the left cerebral hemisphere. Single photon emission computed tomography with technetium-99m ethyl cysteinate dimmer and I-123 iomazenil showed obscure focus on the left side. As a discrepancy existed between the results of neurophysiological examinations and imaging, we performed subdural electrode implantation on the bilateral temporal lobe. Although a bemegride-induced seizure arose from the right side during the subdural recording, the onset of 5 habitual seizures was observed in the left hippocampus. On the basis of these results, the seizure was diagnosed as left mTLE, and left anterior temporal lobectomy and amygdalohippocampectomy were performed. The patient has been free from the seizures for more than 1.5 years of follow up. Bilateral subdural electrode measurement of habitual seizures is indispensable for clarifying the actual focus when a discrepancy exists between neuroimaging and noninvasive neurophysiological examinations.


Asunto(s)
Epilepsia del Lóbulo Temporal/patología , Epilepsia del Lóbulo Temporal/fisiopatología , Adulto , Electroencefalografía , Epilepsia del Lóbulo Temporal/diagnóstico por imagen , Femenino , Humanos , Magnetoencefalografía , Radiografía
11.
Int J Oncol ; 27(5): 1231-9, 2005 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-16211217

RESUMEN

We have isolated and characterized N-linked oligo-saccharides that are significantly increased in glioblastoma tissue and cell lines. The structures of N-linked oligosaccharides present in 3 human normal brain tissues, 15 patients with glio-blastoma and 3 glioma cell lines were analyzed by partially automated technique for the isolation and fluorescent labeling of N-linked sugar chains from glycoproteins. Characterization of the sugar chains was achieved with the use of a combination of HPLC columns and a highly sensitive fluorescence detector at femtomole levels. By collecting peaks which accounted for 0.1% or more, sixteen different oligosaccharide structures were characterized from glioblastoma tissue and cell lines. The 16 oligosaccharide structures accounted for 48.9% of the total N-linked oligosaccharides present in glioblastoma tissue. The major components of total oligosaccharides were similar to those of normal brain tissue. The amount of a biantennary bigalactosylated structure with one core fucosylation (A2G2F) was present in increased levels in glioblastoma tissue (mean = 2.90%) and glioma cell lines (mean = 5.60%), while being less than 0.1% in normal brain tissue. Expression of highly branched tetra-antennary N-glycans that are usually detected in lungs or hepatocellular cancer was not observed. Tissue glioma cells and cultured cells also displayed strong LCA-lectin binding, which binds to sugar chains with core fucose (including A2G2F), while normal brain tissue did not. Moreover, LCA lectin inhibited proliferation of glioma cells through induction of apoptosis. A2G2F on glioma specimens may provide a novel marker and target for the diagnosis and treatment of glioblastoma, respectively.


Asunto(s)
Neoplasias Encefálicas/química , Glioblastoma/química , Glioma/química , Oligosacáridos/aislamiento & purificación , Adolescente , Adulto , Anciano , Apoptosis , Biomarcadores de Tumor/análisis , Química Encefálica , Neoplasias Encefálicas/patología , Proliferación Celular , Cromatografía Líquida de Alta Presión , Femenino , Glioblastoma/patología , Glioma/patología , Humanos , Masculino , Persona de Mediana Edad , Oligosacáridos/análisis , Oligosacáridos/química , Células Tumorales Cultivadas
13.
Clin Cancer Res ; 18(20): 5672-81, 2012 Oct 15.
Artículo en Inglés | MEDLINE | ID: mdl-22908096

RESUMEN

PURPOSE: Better understanding of the underlying biology of primary central nervous system lymphomas (PCNSL) is critical for the development of early detection strategies, molecular markers, and new therapeutics. This study aimed to define genes associated with survival of patients with PCNSL. EXPERIMENTAL DESIGN: Expression profiling was conducted on 32 PCNSLs. A gene classifier was developed using the random survival forests model. On the basis of this, prognosis prediction score (PPS) using immunohistochemical analysis is also developed and validated in another data set with 43 PCNSLs. RESULTS: We identified 23 genes in which expressions were strongly and consistently related to patient survival. A PPS was developed for overall survival (OS) using a univariate Cox model. Survival analyses using the selected 23-gene classifiers revealed a prognostic value for high-dose methotrexate (HD-MTX) and HD-MTX-containing polychemotherapy regimen-treated patients. Patients predicted to have good outcomes by the PPS showed significantly longer survival than those with poor predicted outcomes (P < 0.0001). PPS using immunohistochemical analysis is also significant in test (P = 0.0004) and validation data set (P = 0.0281). The gene-based predictor was an independent prognostic factor in a multivariate model that included clinical risk stratification (P < 0.0001). Among the genes, BRCA1 protein expressions were most strongly associated with patient survival. CONCLUSION: We have identified gene expression signatures that can accurately predict survival in patients with PCNSL. These predictive genes should be useful as molecular biomarkers and they could provide novel targets for therapeutic interventions.


Asunto(s)
Neoplasias del Sistema Nervioso Central , Detección Precoz del Cáncer , Linfoma , Transcriptoma , Anciano , Proteína BRCA1/metabolismo , Neoplasias del Sistema Nervioso Central/genética , Neoplasias del Sistema Nervioso Central/metabolismo , Neoplasias del Sistema Nervioso Central/patología , Femenino , Humanos , Linfoma/genética , Linfoma/metabolismo , Linfoma/patología , Masculino , Persona de Mediana Edad , Pronóstico , Modelos de Riesgos Proporcionales , Factores de Riesgo
14.
Int J Oncol ; 40(3): 721-30, 2012 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-22021018

RESUMEN

Better understanding of the underlying biology of malignant gliomas is critical for the development of early detection strategies and new therapeutics. This study aimed to define genes associated with survival. We investigated whether genes selected using random survival forests model could be used to define subgroups of gliomas objectively. RNAs from 50 non-treated gliomas were analyzed using the GeneChip Human Genome U133 Plus 2.0 Expression array. We identified 82 genes whose expression was strongly and consistently related to patient survival. For practical purposes, a 15-gene set was also selected. Both the complete 82 gene signature and the 15 gene set subgroup indicated their significant predictivity in the 3 out of 4 independent external dataset. Our method was effective for objectively classifying gliomas, and provided a more accurate predictor of prognosis. We assessed the relationship between gene expressions and survival time by using the random survival forests model and this performance was a better classifier compared to significance analysis of microarrays.


Asunto(s)
Glioma/genética , Glioma/patología , Anciano , Femenino , Expresión Génica , Perfilación de la Expresión Génica/métodos , Pruebas Genéticas/métodos , Humanos , Masculino , Estadificación de Neoplasias , Pronóstico , ARN/genética , Tasa de Supervivencia
SELECCIÓN DE REFERENCIAS
DETALLE DE LA BÚSQUEDA