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1.
Sci Rep ; 9(1): 14435, 2019 10 08.
Artículo en Inglés | MEDLINE | ID: mdl-31594994

RESUMEN

We attempted to establish a magnetic resonance imaging (MRI)-based radiomic model for stratifying prognostic subgroups of newly diagnosed glioblastoma (GBM) patients and predicting O (6)-methylguanine-DNA methyltransferase promotor methylation (pMGMT-met) status of the tumor. Preoperative MRI scans from 201 newly diagnosed GBM patients were included in this study. A total of 489 texture features including the first-order feature, second-order features from 162 datasets, and location data from 182 datasets were collected. Supervised principal component analysis was used for prognostication and predictive modeling for pMGMT-met status was performed based on least absolute shrinkage and selection operator regression. 22 radiomic features that were correlated with prognosis were used to successfully stratify patients into high-risk and low-risk groups (p = 0.004, Log-rank test). The radiomic high- and low-risk stratification and pMGMT status were independent prognostic factors. As a matter of fact, predictive accuracy of the pMGMT methylation status was 67% when modeled by two significant radiomic features. A significant survival difference was observed among the combined high-risk group, combined intermediate-risk group (this group consists of radiomic low risk and pMGMT-unmet or radiomic high risk and pMGMT-met), and combined low-risk group (p = 0.0003, Log-rank test). Radiomics can be used to build a prognostic score for stratifying high- and low-risk GBM, which was an independent prognostic factor from pMGMT methylation status. On the other hand, predictive accuracy of the pMGMT methylation status by radiomic analysis was insufficient for practical use.


Asunto(s)
Neoplasias Encefálicas/genética , Metilación de ADN , Metilasas de Modificación del ADN/genética , Enzimas Reparadoras del ADN/genética , Glioblastoma/genética , Regiones Promotoras Genéticas , Proteínas Supresoras de Tumor/genética , Neoplasias Encefálicas/diagnóstico por imagen , Neoplasias Encefálicas/metabolismo , Estudios de Cohortes , Glioblastoma/diagnóstico por imagen , Glioblastoma/metabolismo , Humanos , Procesamiento de Imagen Asistido por Computador , Imagen por Resonancia Magnética , Pronóstico , Radiometría
2.
Sci Rep ; 9(1): 20311, 2019 12 30.
Artículo en Inglés | MEDLINE | ID: mdl-31889117

RESUMEN

Identification of genotypes is crucial for treatment of glioma. Here, we developed a method to predict tumor genotypes using a pretrained convolutional neural network (CNN) from magnetic resonance (MR) images and compared the accuracy to that of a diagnosis based on conventional radiomic features and patient age. Multisite preoperative MR images of 164 patients with grade II/III glioma were grouped by IDH and TERT promoter (pTERT) mutations as follows: (1) IDH wild type, (2) IDH and pTERT co-mutations, (3) IDH mutant and pTERT wild type. We applied a CNN (AlexNet) to four types of MR sequence and obtained the CNN texture features to classify the groups with a linear support vector machine. The classification was also performed using conventional radiomic features and/or patient age. Using all features, we succeeded in classifying patients with an accuracy of 63.1%, which was significantly higher than the accuracy obtained from using either the radiomic features or patient age alone. In particular, prediction of the pTERT mutation was significantly improved by the CNN texture features. In conclusion, the pretrained CNN texture features capture the information of IDH and TERT genotypes in grade II/III gliomas better than the conventional radiomic features.


Asunto(s)
Glioma/diagnóstico , Glioma/genética , Isocitrato Deshidrogenasa/genética , Imagen por Resonancia Magnética , Mutación , Redes Neurales de la Computación , Regiones Promotoras Genéticas , Telomerasa/genética , Biomarcadores de Tumor , Femenino , Humanos , Procesamiento de Imagen Asistido por Computador , Imagen por Resonancia Magnética/métodos , Masculino , Clasificación del Tumor , Estadificación de Neoplasias , Reproducibilidad de los Resultados
3.
Sci Rep ; 8(1): 11773, 2018 08 06.
Artículo en Inglés | MEDLINE | ID: mdl-30082856

RESUMEN

Molecular biological characterization of tumors has become a pivotal procedure for glioma patient care. The aim of this study is to build conventional MRI-based radiomics model to predict genetic alterations within grade II/III gliomas attempting to implement lesion location information in the model to improve diagnostic accuracy. One-hundred and ninety-nine grade II/III gliomas patients were enrolled. Three molecular subtypes were identified: IDH1/2-mutant, IDH1/2-mutant with TERT promoter mutation, and IDH-wild type. A total of 109 radiomics features from 169 MRI datasets and location information from 199 datasets were extracted. Prediction modeling for genetic alteration was trained via LASSO regression for 111 datasets and validated by the remaining 58 datasets. IDH mutation was detected with an accuracy of 0.82 for the training set and 0.83 for the validation set without lesion location information. Diagnostic accuracy improved to 0.85 for the training set and 0.87 for the validation set when lesion location information was implemented. Diagnostic accuracy for predicting 3 molecular subtypes of grade II/III gliomas was 0.74 for the training set and 0.56 for the validation set with lesion location information implemented. Conventional MRI-based radiomics is one of the most promising strategies that may lead to a non-invasive diagnostic technique for molecular characterization of grade II/III gliomas.


Asunto(s)
Glioma/diagnóstico por imagen , Glioma/genética , Isocitrato Deshidrogenasa/genética , Imagen por Resonancia Magnética/métodos , Regiones Promotoras Genéticas/genética , Telomerasa/genética , Adulto , Neoplasias Encefálicas/diagnóstico por imagen , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/mortalidad , Femenino , Glioma/mortalidad , Humanos , Estimación de Kaplan-Meier , Masculino , Mutación/genética , Adulto Joven
4.
J Neurooncol ; 140(2): 329-339, 2018 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-30076584

RESUMEN

INTRODUCTION: This study investigates the current state of clinical practice and molecular analysis for elderly patients with diffuse gliomas and aims to elucidate treatment outcomes and prognostic factors of patients with glioblastomas. METHODS: We collected elderly cases (≥ 70 years) diagnosed with primary diffuse gliomas and enrolled in Kansai Molecular Diagnosis Network for CNS Tumors. Clinical and pathological characteristics were analyzed retrospectively. Various factors were evaluated in univariate and multivariate models to examine their effects on overall survival. RESULTS: Included in the study were 140 elderly patients (WHO grade II: 7, III: 19, IV: 114), median age was 75 years. Sixty-seven patients (47.9%) had preoperative Karnofsky Performance Status score of ≥ 80. All patients underwent resection (gross-total: 20.0%, subtotal: 14.3%, partial: 39.3%, biopsy: 26.4%). Ninety-six of the patients (68.6%) received adjuvant treatment consisting of radiotherapy (RT) with temozolomide (TMZ). Seventy-eight of the patients (75.0%) received radiation dose of ≥ 50 Gy. MGMT promoter was methylated in 68 tumors (48.6%), IDH1/2 was wild-type in 129 tumors (92.1%), and TERT promoter was mutated in 78 of 128 tumors (60.9%). Median progression-free and overall survival of grade IV cases was 8.2 and 13.6 months, respectively. Higher age (≥ 80 years) and TERT promoter mutated were associated with shorter survival. Resection and adjuvant RT + TMZ were identified as independent factors for good prognosis. CONCLUSIONS: This community-based study reveals characteristics and outcomes of elderly glioma patients in a real-world setting. Elderly patients have several potential factors for poor prognosis, but resection followed by RT + TMZ could lengthen duration of survival.


Asunto(s)
Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/terapia , Glioma/metabolismo , Glioma/terapia , Anciano , Anciano de 80 o más Años , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/metabolismo , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/mortalidad , Metilación de ADN , Metilasas de Modificación del ADN/genética , Metilasas de Modificación del ADN/metabolismo , Enzimas Reparadoras del ADN/genética , Enzimas Reparadoras del ADN/metabolismo , Femenino , Glioma/genética , Glioma/mortalidad , Humanos , Isocitrato Deshidrogenasa/genética , Japón , Masculino , Mutación , Clasificación del Tumor , Pronóstico , Estudios Retrospectivos , Telomerasa/genética , Proteínas Supresoras de Tumor/genética , Proteínas Supresoras de Tumor/metabolismo
5.
Anticancer Res ; 37(7): 3921-3932, 2017 07.
Artículo en Inglés | MEDLINE | ID: mdl-28668896

RESUMEN

In this clinical study, we investigated the safety and clinical usefulness of systemic adoptive immunotherapy using autologous lymphokine-activated αß T-cells (αß T-cells), combined with standard therapies, in patients with malignant brain tumors. Twenty-three patients with different malignant brain tumors, consisting of 14 treated with temozolomide (TMZ group) and 9 treated without temozolomide (non-TMZ group), received systemic intravenous injections of αß T-cells (mean=10.4 injections/patient for the TMZ group, and 4.78 for the non-TMZ group). No significant adverse effects associated with the αß T-cell injection were observed, and the total lymphocyte count (TLC) improved significantly in the TMZ group after five injections. Furthermore, CD8-positive or T-cell receptor V gamma -positive cells were increased with TLC in three patients with glioblastoma multiforme. These findings suggest that systemic αß T-cell immunotherapy is well tolerated, and may help restore an impaired and imbalanced T-cell immune status, and temozolomide- and/or radiotherapy-induced lymphopenia. Future prospective study is needed to clarify the clinical merits of this immunotherapy.


Asunto(s)
Neoplasias Encefálicas/tratamiento farmacológico , Dacarbazina/análogos & derivados , Glioma/tratamiento farmacológico , Linfopenia/prevención & control , Subgrupos de Linfocitos T/trasplante , Administración Intravenosa , Adolescente , Adulto , Anciano , Neoplasias Encefálicas/inmunología , Línea Celular Tumoral , Niño , Dacarbazina/efectos adversos , Dacarbazina/uso terapéutico , Femenino , Glioma/inmunología , Humanos , Inmunoterapia Adoptiva , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Temozolomida , Trasplante Autólogo , Resultado del Tratamiento , Adulto Joven
6.
Acta Neuropathol Commun ; 4(1): 79, 2016 08 08.
Artículo en Inglés | MEDLINE | ID: mdl-27503138

RESUMEN

The prognostic impact of TERT mutations has been controversial in IDH-wild tumors, particularly in glioblastomas (GBM). The controversy may be attributable to presence of potential confounding factors such as MGMT methylation status or patients' treatment. This study aimed to evaluate the impact of TERT status on patient outcome in association with various factors in a large series of adult diffuse gliomas. We analyzed a total of 951 adult diffuse gliomas from two cohorts (Cohort 1, n = 758; Cohort 2, n = 193) for IDH1/2, 1p/19q, and TERT promoter status. The combined IDH/TERT classification divided Cohort 1 into four molecular groups with distinct outcomes. The overall survival (OS) was the shortest in IDH wild-type/TERT mutated groups, which mostly consisted of GBMs (P < 0.0001). To investigate the association between TERT mutations and MGMT methylation on survival of patients with GBM, samples from a combined cohort of 453 IDH-wild-type GBM cases treated with radiation and temozolomide were analyzed. A multivariate Cox regression model revealed that the interaction between TERT and MGMT was significant for OS (P = 0.0064). Compared with TERT mutant-MGMT unmethylated GBMs, the hazard ratio (HR) for OS incorporating the interaction was the lowest in the TERT mutant-MGMT methylated GBM (HR, 0.266), followed by the TERT wild-type-MGMT methylated (HR, 0.317) and the TERT wild-type-MGMT unmethylated GBMs (HR, 0.542). Thus, patients with TERT mutant-MGMT unmethylated GBM have the poorest prognosis. Our findings suggest that a combination of IDH, TERT, and MGMT refines the classification of grade II-IV diffuse gliomas.


Asunto(s)
Neoplasias Encefálicas/genética , Metilación de ADN , Metilasas de Modificación del ADN/genética , Enzimas Reparadoras del ADN/genética , Glioblastoma/genética , Regiones Promotoras Genéticas , Telomerasa/genética , Proteínas Supresoras de Tumor/genética , Adulto , Antineoplásicos Alquilantes/uso terapéutico , Biomarcadores de Tumor/genética , Neoplasias Encefálicas/tratamiento farmacológico , Neoplasias Encefálicas/radioterapia , Neoplasias Encefálicas/cirugía , Estudios de Cohortes , Terapia Combinada , Dacarbazina/análogos & derivados , Dacarbazina/uso terapéutico , Femenino , Glioblastoma/tratamiento farmacológico , Glioblastoma/radioterapia , Glioblastoma/cirugía , Humanos , Isocitrato Deshidrogenasa/genética , Japón , Masculino , Persona de Mediana Edad , Mutación , Análisis de Supervivencia , Temozolomida
7.
Brain Nerve ; 63(10): 1125-9, 2011 Oct.
Artículo en Japonés | MEDLINE | ID: mdl-21987569

RESUMEN

A 35-year-old woman was admitted to our hospital with acute onset paraparesis, sensory disturbance in her lower body, and urinary disturbance. She had given birth by normal vaginal delivery 6 days before the onset of these symptoms. On admission, paresis of her left leg was more severe than that of her right leg. Deep tendon reflexes of her lower limbs were hyperactive, and bilateral Babinski reflexes were observed. The patient's thermal and pain sensations below the lumbus were impaired. She lost bladder-filling sensation and bladder control. She showed an anterior spinal artery syndrome. Blood analysis revealed thrombocytosis and high fibrolytic activity. MRI of the brain and spinal cord did not show any lesions. Cerebrospinal fluid measurements showed that parameters were within the normal range and that the protein levels were not increased. We considered that a spinal cord infarction had occurred. After administration of antithrombotic agents and methylpredonisolone, her symptoms gradually improved. The coagulation disorders during the peripartum period were assumed to be a cause of anterior spinal artery syndrome in this case. It is very rare for perinatal women to have a spinal cord infarction. Only 3 cases of spinal cord infarction during the perinatal period have been reported thus far.


Asunto(s)
Síndrome de la Arteria Espinal Anterior/etiología , Fibrinólisis , Trastornos Puerperales , Trombocitosis/etiología , Adulto , Femenino , Humanos , Embarazo
8.
J Neurosurg ; 115(2): 278-80, 2011 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-21548751

RESUMEN

5-Aminolevulinic acid (ALA) has been successfully used to confirm the target tumor tissues obtained during stereotactic biopsy. The authors report their experience with 2 patients who underwent stereotactic biopsies of thalamic malignant lymphoma and pontine glioma utilizing 5-ALA. Intraoperatively, the tumor specimens fluoresced, allowing for confirmation that the obtained target specimen contained tumor tissues. No serious side effects or complications occurred.


Asunto(s)
Ácido Aminolevulínico , Astrocitoma/diagnóstico , Neoplasias Encefálicas/diagnóstico , Linfoma de Células B Grandes Difuso/diagnóstico , Técnicas Estereotáxicas , Anciano , Astrocitoma/patología , Biopsia/métodos , Neoplasias Encefálicas/patología , Niño , Femenino , Humanos , Linfoma de Células B Grandes Difuso/patología , Masculino , Puente/patología , Tálamo/patología
10.
Cancer Gene Ther ; 12(5): 487-96, 2005 May.
Artículo en Inglés | MEDLINE | ID: mdl-15692608

RESUMEN

To improve the effectiveness of herpes simplex virus (HSV) thymidine kinase/ganciclovir (HSV-tk/GCV) suicide gene therapy, the replication-defective HSV vector TOIkappaB expressing both HSV-TK and a mutant form of the NF-kappaB inhibitor IkappaBalpha (IkappaBalphaM) was developed. TOIkappaB was constructed by recombining the IkappaBalphaM gene into the U(L)41 locus of a replication-defective lacZ expression vector, TOZ.1. Expression of IkappaBalphaM was confirmed by Western blotting, and the ability of the mutant protein to inhibit NF-kappaB nuclear translocation was examined by electrophoretic mobility shift assay. In human glioblastoma U-87MG cells, the p50/p50 dimer of NF-kappaB was already translocated to the nucleus without receptor-dependent signaling by TNF-alpha. Following infection with TOIkappaB, nuclear translocation of NF-kappaB in U-87MG cells was significantly inhibited and caspase-3 activity increased compared with TOZ.1-infected cells. The cytotoxicity of TOIkappaB for U-87MG cells was investigated by colorimetric MTT assay. At an MOI of 3, TOIkappaB infection killed 85% of the cells compared to 20% killed by TOZ.1 infection. In the presence of GCV, these numbers increased to 95-100% for TOIkappaB and 80-85% for TOZ.1. TOIkappaB neurotoxicity measured on cultured murine neurons was relatively low and similar to that of TOZ.1. The survival of nude mice implanted into the brain with U-87MG tumor cells was markedly prolonged by intratumoral TOIkappaB injection and GCV administration. Survival of TOIkappaB+GCV group was significantly longer (P<.02, Wilcoxon test) than for the control groups (TOZ.1 or TOIkappaB only, PBS or PBS+GCV). These results suggest that IkappaBalphaM expression may be a safe enhancement of replication-defective HSV-based suicide gene therapy in vitro and in vivo.


Asunto(s)
Neoplasias Encefálicas/terapia , Terapia Genética , Glioblastoma/terapia , Herpesvirus Humano 1/genética , Proteínas I-kappa B/genética , Timidina Quinasa/genética , Animales , Apoptosis , Encéfalo/citología , Caspasa 3 , Caspasas/metabolismo , Terapia Combinada , Femenino , Genes Transgénicos Suicidas , Vectores Genéticos , Herpesvirus Humano 1/metabolismo , Humanos , Proteínas I-kappa B/metabolismo , Ratones , Mutación , Inhibidor NF-kappaB alfa , Plásmidos/genética , Timidina Quinasa/metabolismo , Células Tumorales Cultivadas
11.
Surg Neurol ; 60(4): 343-8; discussion 348, 2003 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-14505860

RESUMEN

BACKGROUND: Extra-axial primary CNS lymphoma, considered rare, mainly arise in the white matter of the brain. Though the tumor responds well to radiation and chemotherapy, the prognosis of primary CNS lymphoma remains poor. We report a case of primary lymphoma of Meckel's cave mimicking a trigeminal schwannoma radiographically, which achieved complete remission through use of rapid high-dose MTX therapy and radiation therapy. CASE DESCRIPTION: The patient, a 55-year-old Japanese male, presented left trigeminal neuralgia. Magnetic resonance imaging (MRI) revealed a mass lesion in the left side of Meckel's cave, with extension into the cerebellopontine angle and the infratemporal fossa through the foramen ovale, suggesting trigeminal schwannoma. However, the patient suffered radiologically inexplicable progressive cranial nerve palsy, which suggested malignant disease. MRI and CSF disclosed malignant tumor dissemination; biopsy revealed malignant lymphoma. The treatment, composed of the rapid infusion of high-dose MTX and whole brain and spine radiation, resulted in complete remission. CONCLUSIONS: This case, which included atypical presentation of malignant lymphoma, illustrates the importance of including malignant lymphoma in the differential diagnosis of CP-angle and Meckel's cave tumor. The results also confirmed the usefulness of combined rapid high-dose MTX therapy and radiation.


Asunto(s)
Antimetabolitos Antineoplásicos/administración & dosificación , Neoplasias de los Nervios Craneales/tratamiento farmacológico , Neoplasias de los Nervios Craneales/radioterapia , Linfoma/tratamiento farmacológico , Linfoma/radioterapia , Metotrexato/administración & dosificación , Enfermedades del Nervio Trigémino/tratamiento farmacológico , Enfermedades del Nervio Trigémino/radioterapia , Neuralgia del Trigémino/etiología , Quimioterapia Adyuvante , Irradiación Craneana , Neoplasias de los Nervios Craneales/complicaciones , Esquema de Medicación , Humanos , Infusiones Intravenosas , Linfoma/complicaciones , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Radioterapia Adyuvante , Columna Vertebral/efectos de la radiación , Resultado del Tratamiento , Enfermedades del Nervio Trigémino/complicaciones
12.
Leuk Res ; 27(8): 695-9, 2003 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-12801527

RESUMEN

A replication defective herpes simplex virus-1 was evaluated as a therapeutic vector. Mantle cell lymphoma (MCL), hairy cell leukemia (HCL), and B-cell chronic lymphocytic leukemia (B-CLL) were chosen because leukemic cells were collectable from peripheral bloods in these diseases. Cells from six MCL, one HCL, and nine B-CLL were infected in vitro with T0Z.1 at 3 multiplicity of infection (MOI). Herpes simplex virus thymidine kinase (HSV-TK)/ganciclovir (GCV)-mediated suicide gene therapy showed 14.7% of mean tumor killing against leukemic B-cell malignancies. The mean tumor-killing effects were 8.7 and 17.1% in MCL and B-CLL, respectively. The effect against HCL was 29%. The study indicates that herpes simplex virus (HSV)-based gene therapy might be an effective strategy.


Asunto(s)
Ganciclovir/administración & dosificación , Terapia Genética/métodos , Herpesvirus Humano 1/genética , Leucemia de Células B/terapia , Timidina Quinasa/genética , Adulto , Anciano , Supervivencia Celular , Femenino , Ganciclovir/farmacología , Ganciclovir/toxicidad , Vectores Genéticos/toxicidad , Humanos , Leucemia de Células B/patología , Leucemia de Células Pilosas/patología , Leucemia de Células Pilosas/terapia , Leucemia Linfocítica Crónica de Células B/patología , Leucemia Linfocítica Crónica de Células B/terapia , Linfoma de Células del Manto/patología , Linfoma de Células del Manto/terapia , Masculino , Persona de Mediana Edad , Transducción Genética
13.
J Control Release ; 84(1-2): 15-25, 2002 Nov 07.
Artículo en Inglés | MEDLINE | ID: mdl-12399164

RESUMEN

Controlled release of a water-soluble low-molecular-weight drug from silicone and its usefulness as a local therapeutic drug were studied. For application to ganciclovir/helpes simplex virus thymidine kinase (GCV/HSV-tk) suicide gene therapy for brain tumor, two kinds of GCV-containing silicone formulations were prepared for evaluation. In vitro, GCV release from matrix-type formulation consisting of a single matrix was characterized by Fickian diffusion, while covered-rod-type formulation, in which the side surface of the outer layer was covered with 100% silicone, exhibited a near-zero-order release pattern. In an in vivo study using a rat 9L glioblastoma model, administration of GCV-silicone formulation into brain tumor yielded sustained intracerebral GCV concentration for 4 days after administration, with excellent antitumor effect equal to or better than that of daily intraperitoneal administration of aqueous solution of GCV, at a dose less than 1/100 of the total dose of solution for intraperitoneal administration. Furthermore, GCV was undetectable in blood, suggesting that decrease in systemic adverse reactions can be expected with intracerebral administration of GCV-silicone formulation.


Asunto(s)
Antineoplásicos/administración & dosificación , Antineoplásicos/uso terapéutico , Neoplasias Encefálicas/tratamiento farmacológico , Ganciclovir/administración & dosificación , Ganciclovir/uso terapéutico , Gliosarcoma/tratamiento farmacológico , Herpes Simple/enzimología , Bombas de Infusión Implantables , Siliconas/química , Timidina Quinasa/administración & dosificación , Timidina Quinasa/uso terapéutico , Algoritmos , Animales , Antineoplásicos/química , Materiales Biocompatibles , Cromatografía Líquida de Alta Presión , Ganciclovir/química , Concentración de Iones de Hidrógeno , Trasplante de Neoplasias , Ratas , Solubilidad , Timidina Quinasa/química , Distribución Tisular
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