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1.
Radiology ; 299(2): 313-323, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33687284

RESUMO

Background Missing MRI sequences represent an obstacle in the development and use of deep learning (DL) models that require multiple inputs. Purpose To determine if synthesizing brain MRI scans using generative adversarial networks (GANs) allows for the use of a DL model for brain lesion segmentation that requires T1-weighted images, postcontrast T1-weighted images, fluid-attenuated inversion recovery (FLAIR) images, and T2-weighted images. Materials and Methods In this retrospective study, brain MRI scans obtained between 2011 and 2019 were collected, and scenarios were simulated in which the T1-weighted images and FLAIR images were missing. Two GANs were trained, validated, and tested using 210 glioblastomas (GBMs) (Multimodal Brain Tumor Image Segmentation Benchmark [BRATS] 2017) to generate T1-weighted images from postcontrast T1-weighted images and FLAIR images from T2-weighted images. The quality of the generated images was evaluated with mean squared error (MSE) and the structural similarity index (SSI). The segmentations obtained with the generated scans were compared with those obtained with the original MRI scans using the dice similarity coefficient (DSC). The GANs were validated on sets of GBMs and central nervous system lymphomas from the authors' institution to assess their generalizability. Statistical analysis was performed using the Mann-Whitney, Friedman, and Dunn tests. Results Two hundred ten GBMs from the BRATS data set and 46 GBMs (mean patient age, 58 years ± 11 [standard deviation]; 27 men [59%] and 19 women [41%]) and 21 central nervous system lymphomas (mean patient age, 67 years ± 13; 12 men [57%] and nine women [43%]) from the authors' institution were evaluated. The median MSE for the generated T1-weighted images ranged from 0.005 to 0.013, and the median MSE for the generated FLAIR images ranged from 0.004 to 0.103. The median SSI ranged from 0.82 to 0.92 for the generated T1-weighted images and from 0.76 to 0.92 for the generated FLAIR images. The median DSCs for the segmentation of the whole lesion, the FLAIR hyperintensities, and the contrast-enhanced areas using the generated scans were 0.82, 0.71, and 0.92, respectively, when replacing both T1-weighted and FLAIR images; 0.84, 0.74, and 0.97 when replacing only the FLAIR images; and 0.97, 0.95, and 0.92 when replacing only the T1-weighted images. Conclusion Brain MRI scans generated using generative adversarial networks can be used as deep learning model inputs in case MRI sequences are missing. © RSNA, 2021 Online supplemental material is available for this article. See also the editorial by Zhong in this issue. An earlier incorrect version of this article appeared online. This article was corrected on April 12, 2021.


Assuntos
Neoplasias Encefálicas/diagnóstico por imagem , Aprendizado Profundo , Glioblastoma/diagnóstico por imagem , Processamento de Imagem Assistida por Computador/métodos , Linfoma/diagnóstico por imagem , Imageamento por Ressonância Magnética/métodos , Idoso , Meios de Contraste , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos
2.
Int J Cancer ; 146(3): 739-748, 2020 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-30963577

RESUMO

Glioma incidence is highest in non-Hispanic Whites, and to date, glioma genome-wide association studies (GWAS) to date have only included European ancestry (EA) populations. African Americans and Hispanics in the US have varying proportions of EA, African (AA) and Native American ancestries (NAA). It is unknown if identified GWAS loci or increased EA is associated with increased glioma risk. We assessed whether EA was associated with glioma in African Americans and Hispanics. Data were obtained for 832 cases and 675 controls from the Glioma International Case-Control Study and GliomaSE Case-Control Study previously estimated to have <80% EA, or self-identify as non-White. We estimated global and local ancestry using fastStructure and RFMix, respectively, using 1,000 genomes project reference populations. Within groups with ≥40% AA (AFR≥0.4 ), and ≥15% NAA (AMR≥0.15 ), genome-wide association between local EA and glioma was evaluated using logistic regression conditioned on global EA for all gliomas. We identified two regions (7q21.11, p = 6.36 × 10-4 ; 11p11.12, p = 7.0 × 10-4 ) associated with increased EA, and one associated with decreased EA (20p12.13, p = 0.0026) in AFR≥0.4 . In addition, we identified a peak at rs1620291 (p = 4.36 × 10-6 ) in 7q21.3. Among AMR≥0.15 , we found an association between increased EA in one region (12q24.21, p = 8.38 × 10-4 ), and decreased EA in two regions (8q24.21, p = 0. 0010; 20q13.33, p = 6.36 × 10-4 ). No other significant associations were identified. This analysis identified an association between glioma and two regions previously identified in EA populations (8q24.21, 20q13.33) and four novel regions (7q21.11, 11p11.12, 12q24.21 and 20p12.13). The identifications of novel association with EA suggest regions to target for future genetic association studies.


Assuntos
Negro ou Afro-Americano/genética , Predisposição Genética para Doença/genética , Glioma/etiologia , Glioma/genética , Estudos de Casos e Controles , Feminino , Estudos de Associação Genética/métodos , Loci Gênicos/genética , Estudo de Associação Genômica Ampla/métodos , Genótipo , Hispânico ou Latino , Humanos , Masculino , Pessoa de Meia-Idade , Polimorfismo de Nucleotídeo Único/genética , Risco , População Branca/genética
3.
Support Care Cancer ; 28(3): 1183-1197, 2020 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-31209630

RESUMO

INTRODUCTION: Chemotherapy-induced peripheral neuropathy (CIPN) is a prominent clinical problem, with limited effective therapies. Preliminary non-randomized clinical trial data support that Scrambler Therapy is helpful in this situation. METHODS: Patients were eligible if they had CIPN symptoms for at least 3 months and CIPN-related tingling or pain at least 4/10 in severity during the week prior to registration. They were randomized to receive Scrambler Therapy versus transcutaneous electrical nerve stimulation (TENS) for 2 weeks. Patient-reported outcomes (PROs) were utilized to measure efficacy and toxicity daily for 2 weeks during therapy and then weekly for 8 additional weeks. RESULTS: This study accrued 50 patients, 25 to each of the 2 study arms; 46 patients were evaluable. There were twice as many Scrambler-treated patients who had at least a 50% documented improvement during the 2 treatment weeks, from their baseline pain, tingling, and numbness scores, when compared with the TENS-treated patients (from 36 to 56% compared with 16-28% for each symptom). Global Impression of Change scores for "neuropathy symptoms," pain, and quality of life were similarly improved during the treatment weeks. Patients in the Scrambler group were more likely than those in the TENS group to recommend their treatment to other patients, during both the 2-week treatment period and the 8-week follow-up period (p < 0.0001). Minimal toxicity was observed. CONCLUSIONS: The results from this pilot trial were positive, supporting the conduct of further investigations regarding the use of Scrambler Therapy for treating CIPN.


Assuntos
Antineoplásicos/efeitos adversos , Neoplasias/tratamento farmacológico , Doenças do Sistema Nervoso Periférico/induzido quimicamente , Doenças do Sistema Nervoso Periférico/terapia , Estimulação Elétrica Nervosa Transcutânea/métodos , Administração Cutânea , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Neoplasias/patologia , Manejo da Dor/métodos , Doenças do Sistema Nervoso Periférico/patologia , Projetos Piloto , Qualidade de Vida
4.
J Neurooncol ; 141(2): 441-447, 2019 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-30460627

RESUMO

PURPOSE: Primary glioblastoma of the spinal cord (spinal GBM) is a rare central nervous system tumor, relative to its cranial counterpart (cranial GBM). Our current knowledge of spinal GBM epidemiology, tumor characteristics and treatment are insufficient and mostly based on single-institution case series. METHODS: All patients diagnosed with grade-4 GBM from 2004 to 2014 were queried from the National Cancer Database. Chi square analysis was used to compare presenting characteristics while Kaplan-Meier and Cox regression analyses were employed for survival analyses. RESULTS: Total 103,496 patients with cranial GBM and 190 patients with spinal GBM were analyzed. Median survival for spinal GBM was found to be higher compared to cranial GBM (p = 0.07). Spinal GBM patients had significant better survival in 18 to 65 years age group than < 18 years and > 65 years age group (p = 0.003). Overall survival time for 95 spinal GBM patients with available treatment data was not statistically different among the four treatment modalities (radiation with or without chemotherapy, surgery alone, surgery with adjuvant therapy, and palliative therapy; p = 0.28).On multivariable analysis, < 18 years age group was associated with improved survival (HR 0.50, 95% CI 0.23-1.00, p = 0.046), while tumor extension was associated with poor survival (HR 2.71, 95% CI 1.04-6.22, p = 0.041). Interestingly surgery with adjuvant therapy was unable to show increase survival compared to other treatment modalities. CONCLUSIONS: Our study adds to the growing literature on spinal GBM with a focus on comparative trends with cranial GBM and outcomes with different treatment modalities.


Assuntos
Glioblastoma/terapia , Neoplasias da Medula Espinal/terapia , Adolescente , Adulto , Idoso , Terapia Combinada , Feminino , Glioblastoma/epidemiologia , Humanos , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Modelos de Riscos Proporcionais , Sistema de Registros , Neoplasias da Medula Espinal/epidemiologia , Resultado do Tratamento , Adulto Jovem
5.
Int J Cancer ; 143(10): 2359-2366, 2018 11 15.
Artigo em Inglês | MEDLINE | ID: mdl-30152087

RESUMO

Glioblastoma (GBM) is the most common malignant brain tumor in the United States. Incidence of GBM increases with age, and younger age-at-diagnosis is significantly associated with improved prognosis. While the relationship between candidate GBM risk SNPs and age-at-diagnosis has been explored, genome-wide association studies (GWAS) have not previously been stratified by age. Potential age-specific genetic effects were assessed in autosomal SNPs for GBM patients using data from four previous GWAS. Using age distribution tertiles (18-53, 54-64, 65+) datasets were analyzed using age-stratified logistic regression to generate p values, odds ratios (OR), and 95% confidence intervals (95%CI), and then combined using meta-analysis. There were 4,512 total GBM cases, and 10,582 controls used for analysis. Significant associations were detected at two previously identified SNPs in 7p11.2 (rs723527 [p54-63 = 1.50x10-9 , OR54-63 = 1.28, 95%CI54-63 = 1.18-1.39; p64+ = 2.14x10-11 , OR64+ = 1.32, 95%CI64+ = 1.21-1.43] and rs11979158 [p54-63 = 6.13x10-8 , OR54-63 = 1.35, 95%CI54-63 = 1.21-1.50; p64+ = 2.18x10-10 , OR64+ = 1.42, 95%CI64+ = 1.27-1.58]) but only in persons >54. There was also a significant association at the previously identified lower grade glioma (LGG) risk locus at 8q24.21 (rs55705857) in persons ages 18-53 (p18-53 = 9.30 × 10-11 , OR18-53 = 1.76, 95%CI18-53 = 1.49-2.10). Within The Cancer Genome Atlas (TCGA) there was higher prevalence of 'LGG'-like tumor characteristics in GBM samples in those 18-53, with IDH1/2 mutation frequency of 15%, as compared to 2.1% [54-63] and 0.8% [64+] (p = 0.0005). Age-specific differences in cancer susceptibility can provide important clues to etiology. The association of a SNP known to confer risk for IDH1/2 mutant glioma and higher prevalence of IDH1/2 mutation within younger individuals 18-53 suggests that more younger individuals may present initially with 'secondary glioblastoma.'


Assuntos
Neoplasias Encefálicas/genética , Neoplasias Encefálicas/patologia , Glioblastoma/genética , Glioblastoma/patologia , Adolescente , Adulto , Fatores Etários , Idoso , Estudos de Casos e Controles , Feminino , Estudo de Associação Genômica Ampla , Humanos , Masculino , Pessoa de Meia-Idade , Gradação de Tumores , Polimorfismo de Nucleotídeo Único , Adulto Jovem
6.
N Engl J Med ; 372(26): 2499-508, 2015 Jun 25.
Artigo em Inglês | MEDLINE | ID: mdl-26061753

RESUMO

BACKGROUND: The prediction of clinical behavior, response to therapy, and outcome of infiltrative glioma is challenging. On the basis of previous studies of tumor biology, we defined five glioma molecular groups with the use of three alterations: mutations in the TERT promoter, mutations in IDH, and codeletion of chromosome arms 1p and 19q (1p/19q codeletion). We tested the hypothesis that within groups based on these features, tumors would have similar clinical variables, acquired somatic alterations, and germline variants. METHODS: We scored tumors as negative or positive for each of these markers in 1087 gliomas and compared acquired alterations and patient characteristics among the five primary molecular groups. Using 11,590 controls, we assessed associations between these groups and known glioma germline variants. RESULTS: Among 615 grade II or III gliomas, 29% had all three alterations (i.e., were triple-positive), 5% had TERT and IDH mutations, 45% had only IDH mutations, 7% were triple-negative, and 10% had only TERT mutations; 5% had other combinations. Among 472 grade IV gliomas, less than 1% were triple-positive, 2% had TERT and IDH mutations, 7% had only IDH mutations, 17% were triple-negative, and 74% had only TERT mutations. The mean age at diagnosis was lowest (37 years) among patients who had gliomas with only IDH mutations and was highest (59 years) among patients who had gliomas with only TERT mutations. The molecular groups were independently associated with overall survival among patients with grade II or III gliomas but not among patients with grade IV gliomas. The molecular groups were associated with specific germline variants. CONCLUSIONS: Gliomas were classified into five principal groups on the basis of three tumor markers. The groups had different ages at onset, overall survival, and associations with germline variants, which implies that they are characterized by distinct mechanisms of pathogenesis. (Funded by the National Institutes of Health and others.).


Assuntos
Cromossomos Humanos Par 19 , Cromossomos Humanos Par 1 , Glioma/genética , Isocitrato Desidrogenase/genética , Mutação , Telomerase/genética , Adulto , Idade de Início , Biomarcadores Tumorais , Análise Mutacional de DNA , DNA de Neoplasias/análise , Feminino , Mutação em Linhagem Germinativa , Glioma/classificação , Glioma/mortalidade , Humanos , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Gradação de Tumores , Regiões Promotoras Genéticas , Modelos de Riscos Proporcionais
7.
Ann Neurol ; 82(1): 79-92, 2017 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-28628235

RESUMO

OBJECTIVE: To describe an expanded phenotypic spectrum and longitudinal outcome in 256 LGI1-IgG-seropositive and/or CASPR2-IgG-seropositive patients. METHODS: Patients were identified through service neural autoantibody evaluation. Ninety-five had longitudinal follow-up (7-456 months; median = 35). RESULTS: Among 3,910 patients tested, 196 were LGI1-IgG positive, 51 were CASPR2-IgG positive, and 9 were dual positive. Cerebrospinal fluid testing was less sensitive than serum testing, detecting only 24 of 38 (63%) LGI1-IgG-positive and 5 of 6 (83%) CASPR2-IgG-positive patients. LGI1-IgG-positive specimens had higher voltage-gated potassium channel-IgG immunoprecipitation values (0.33nmol/l, range = 0.02-5.14) than CASPR2-IgG-positive specimens (0.10nmol/l, range = 0.00-0.45, p < 0.001). Of patients presenting with pain or peripheral nervous system (PNS) manifestations, 39% were LGI1-IgG seropositive (7% had solely neuropathy or pain). Multivariate analysis identified age as the only significant predictor of central nervous system (CNS) versus PNS involvement (>50 years; odds ratio = 15, p < 0.001). Paroxysmal dizziness spells (PDS), a unique LGI1-IgG accompaniment (14% of patients), frequently delayed the diagnosis. T2-mesiotemporal hyperintensity was more common in LGI1-IgG-positive (41%) than in CASPR2-IgG-positive patients (p = 0.033). T1-bright basal ganglia were confined to LGI1-IgG-positive patients with faciobrachial-dystonic seizures (9 of 39, 31%). Cancer was found in 44% of LGI1-IgG/CASPR2-IgG dual seropositive patients (one-third thymoma). Response to initial immunotherapy was favorable in 97%; mean modified Rankin score was 3 (range = 1-5) at onset and 1.74 (range = 0-6) at last follow-up, with 9% having severe refractory disability, 20% being asymptomatic, 28% receiving immunotherapy, and 58% receiving antiepileptic medication. INTERPRETATION: Older age is a strong predictor of CNS involvement in patients seropositive for CASPR2-IgG or LGI1-IgG. Pain, peripheral manifestations, and stereotypic paroxysmal dizziness spells are common with LGI1-IgG. Response to initial immunotherapy is often favorable, but some patients remain severely disabled, requiring long-term immunotherapy and/or antiepileptic medications. Ann Neurol 2017;82:79-92.


Assuntos
Imunoglobulina G/imunologia , Proteínas de Membrana/imunologia , Proteínas do Tecido Nervoso/imunologia , Proteínas/imunologia , Adolescente , Adulto , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Doenças do Sistema Nervoso Central/imunologia , Líquido Cefalorraquidiano/imunologia , Avaliação da Deficiência , Tontura/imunologia , Feminino , Humanos , Imunoterapia , Peptídeos e Proteínas de Sinalização Intracelular , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Minnesota/epidemiologia , Neoplasias/imunologia , Neuroimagem , Dor/imunologia , Doenças do Sistema Nervoso Periférico/imunologia , Fenótipo , Canais de Potássio de Abertura Dependente da Tensão da Membrana/imunologia , Convulsões Febris/congênito , Convulsões Febris/imunologia , Estudos Soroepidemiológicos , Adulto Jovem
8.
Acta Neuropathol ; 133(6): 1001-1016, 2017 06.
Artigo em Inglês | MEDLINE | ID: mdl-28255664

RESUMO

The "integrated diagnosis" for infiltrating gliomas in the 2016 revised World Health Organization (WHO) classification of tumors of the central nervous system requires assessment of the tumor for IDH mutations and 1p/19q codeletion. Since TERT promoter mutations and ATRX alterations have been shown to be associated with prognosis, we analyzed whether these tumor markers provide additional prognostic information within each of the five WHO 2016 categories. We used data for 1206 patients from the UCSF Adult Glioma Study, the Mayo Clinic and The Cancer Genome Atlas (TCGA) with infiltrative glioma, grades II-IV for whom tumor status for IDH, 1p/19q codeletion, ATRX, and TERT had been determined. All cases were assigned to one of 5 groups following the WHO 2016 diagnostic criteria based on their morphologic features, and IDH and 1p/19q codeletion status. These groups are: (1) Oligodendroglioma, IDH-mutant and 1p/19q-codeleted; (2) Astrocytoma, IDH-mutant; (3) Glioblastoma, IDH-mutant; (4) Glioblastoma, IDH-wildtype; and (5) Astrocytoma, IDH-wildtype. Within each group, we used univariate and multivariate Cox proportional hazards models to assess associations of overall survival with patient age at diagnosis, grade, and ATRX alteration status and/or TERT promoter mutation status. Among Group 1 IDH-mutant 1p/19q-codeleted oligodendrogliomas, the TERT-WT group had significantly worse overall survival than the TERT-MUT group (HR: 2.72, 95% CI 1.05-7.04, p = 0.04). In both Group 2, IDH-mutant astrocytomas and Group 3, IDH-mutant glioblastomas, neither TERT mutations nor ATRX alterations were significantly associated with survival. Among Group 4, IDH-wildtype glioblastomas, ATRX alterations were associated with favorable outcomes (HR: 0.36, 95% CI 0.17-0.81, p = 0.01). Among Group 5, IDH-wildtype astrocytomas, the TERT-WT group had significantly better overall survival than the TERT-MUT group (HR: 0.48, 95% CI 0.27-0.87), p = 0.02). Thus, we present evidence that in certain WHO 2016 diagnostic groups, testing for TERT promoter mutations or ATRX alterations may provide additional useful prognostic information.


Assuntos
Neoplasias do Sistema Nervoso Central/genética , Glioma/genética , Telomerase/genética , Proteína Nuclear Ligada ao X/genética , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Biomarcadores Tumorais/genética , Estudos de Casos e Controles , Neoplasias do Sistema Nervoso Central/patologia , Feminino , Glioma/patologia , Humanos , Isocitrato Desidrogenase/genética , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Mutação , Gradação de Tumores , Prognóstico , Organização Mundial da Saúde , Adulto Jovem
9.
J Digit Imaging ; 30(5): 622-628, 2017 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-28785873

RESUMO

Predicting methylation of the O6-methylguanine methyltransferase (MGMT) gene status utilizing MRI imaging is of high importance since it is a predictor of response and prognosis in brain tumors. In this study, we compare three different residual deep neural network (ResNet) architectures to evaluate their ability in predicting MGMT methylation status without the need for a distinct tumor segmentation step. We found that the ResNet50 (50 layers) architecture was the best performing model, achieving an accuracy of 94.90% (+/- 3.92%) for the test set (classification of a slice as no tumor, methylated MGMT, or non-methylated). ResNet34 (34 layers) achieved 80.72% (+/- 13.61%) while ResNet18 (18 layers) accuracy was 76.75% (+/- 20.67%). ResNet50 performance was statistically significantly better than both ResNet18 and ResNet34 architectures (p < 0.001). We report a method that alleviates the need of extensive preprocessing and acts as a proof of concept that deep neural architectures can be used to predict molecular biomarkers from routine medical images.


Assuntos
Metilases de Modificação do DNA/genética , Metilases de Modificação do DNA/metabolismo , Enzimas Reparadoras do DNA/genética , Enzimas Reparadoras do DNA/metabolismo , Imageamento por Ressonância Magnética/métodos , Rede Nervosa/diagnóstico por imagem , Proteínas Supressoras de Tumor/genética , Proteínas Supressoras de Tumor/metabolismo , Humanos , Metilação
10.
Am J Epidemiol ; 183(2): 85-91, 2016 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-26656478

RESUMO

Decades of research have established only a few etiological factors for glioma, which is a rare and highly fatal brain cancer. Common methodological challenges among glioma studies include small sample sizes, heterogeneity of tumor subtypes, and retrospective exposure assessment. Here, we briefly describe the Glioma International Case-Control (GICC) Study (recruitment, 2010-2013), a study being conducted by the Genetic Epidemiology of Glioma International Consortium that integrates data from multiple data collection sites, uses a common protocol and questionnaire, and includes biospecimen collection. To our knowledge, the GICC Study is the largest glioma study to date that includes collection of blood samples, which will allow for genetic analysis and interrogation of gene-environment interactions.


Assuntos
Glioma/genética , Cooperação Internacional , Epidemiologia Molecular/métodos , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Casos e Controles , Feminino , Interação Gene-Ambiente , Predisposição Genética para Doença , Glioma/sangue , Glioma/epidemiologia , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Fatores de Risco , Adulto Jovem
12.
Metab Eng ; 35: 55-63, 2016 May.
Artigo em Inglês | MEDLINE | ID: mdl-26860871

RESUMO

Metabolic engineering and synthetic biology have enabled the use of microbial production platforms for the renewable production of many high-value natural products. Titers and yields, however, are often too low to result in commercially viable processes. Microbial co-cultures have the ability to distribute metabolic burden and allow for modular specific optimization in a way that is not possible through traditional monoculture fermentation methods. Here, we present an Escherichia coli co-culture for the efficient production of flavonoids in vivo, resulting in a 970-fold improvement in titer of flavan-3-ols over previously published monoculture production. To accomplish this improvement in titer, factors such as strain compatibility, carbon source, temperature, induction point, and inoculation ratio were initially optimized. The development of an empirical scaled-Gaussian model based on the initial optimization data was then implemented to predict the optimum point for the system. Experimental verification of the model predictions resulted in a 65% improvement in titer, to 40.7±0.1mg/L flavan-3-ols, over the previous optimum. Overall, this study demonstrates the first application of the co-culture production of flavonoids, the most in-depth co-culture optimization to date, and the first application of empirical systems modeling for improvement of titers from a co-culture system.


Assuntos
Técnicas de Cocultura/métodos , Simulação por Computador , Escherichia coli/crescimento & desenvolvimento , Flavonoides/biossíntese , Modelos Biológicos
13.
Muscle Nerve ; 54(2): 220-7, 2016 08.
Artigo em Inglês | MEDLINE | ID: mdl-26789908

RESUMO

INTRODUCTION: Voltage-gated calcium-channel autoimmunity (VGCC-P/Q and VGCC-N types) occurs beyond Lambert-Eaton syndrome and lung cancer. METHODS: We reviewed records for 236 Mayo Clinic patients with VGCC antibodies found in evaluation for paraneoplastic neurological autoimmunity (generally without myasthenic syndromes). RESULTS: VGCC autoantibodies were detected in 3.4% of neurological patients, 1.7% of healthy controls, and 4% of neurologically asymptomatic lung cancer controls. Fifty neurological patients (21%) had ≥ 1 neoplasm, historically (46) or detected prospectively [small-cell lung carcinoma (2), breast adenocarcinoma (2), lymphoma (1), and suspected tonsillar carcinoma (1)]. Autoimmune neurological diagnosis frequencies (encephalopathy, ataxia, myelopathy, neuropathy, neuromuscular junction disorder, and myopathy) among patients with medium values (24%; 0.10-0.99 nmol/L) or low values (19%; 0.03-0.10 nmol/L) were fewer than among patients with antibody values exceeding 1.00 nmol/L (71%; P = 0.02 and 0.004, respectively). CONCLUSIONS: Among neuronal VGCC-autoantibody-seropositive patients, autoimmune neurological phenotypes and cancer types are diverse. Cautious interpretation of results (particularly medium and low values) is advised. Muscle Nerve, 2016 Muscle Nerve 54: 220-227, 2016.


Assuntos
Autoanticorpos/sangue , Canais de Cálcio Tipo N/imunologia , Neoplasias Pulmonares/sangue , Doenças do Sistema Nervoso/sangue , Polineuropatia Paraneoplásica/sangue , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Autoanticorpos/líquido cefalorraquidiano , Transtornos Cognitivos/sangue , Transtornos Cognitivos/imunologia , Feminino , Humanos , Neoplasias Pulmonares/líquido cefalorraquidiano , Neoplasias Pulmonares/imunologia , Masculino , Pessoa de Meia-Idade , Doenças do Sistema Nervoso/líquido cefalorraquidiano , Doenças do Sistema Nervoso/imunologia , Polineuropatia Paraneoplásica/líquido cefalorraquidiano , Polineuropatia Paraneoplásica/imunologia , Adulto Jovem
14.
J Neurooncol ; 128(2): 285-91, 2016 06.
Artigo em Inglês | MEDLINE | ID: mdl-26979915

RESUMO

Seizures occur in most patients with primary malignant tumors and are associated with poor quality of life. To our knowledge, no previous studies have sought descriptions of quality of life in patients' own words. Patients with a history of a malignant primary brain tumor and seizures participated in semi-structured interviews, which were analyzed with qualitative methodology. Twenty-seven patients participated, most with high grade brain tumors. Most were receiving anti-seizure medication. Three distinct themes emerged: (1) the first seizure as a sentinel event, as manifested in part by how patients described their first seizure in remarkable detail ("I clearly remember the date…"); (2) seizures as inextricably tied to the brain tumor itself; for example, one patient explained how he "always wondered what was happening with my brain tumor" with each seizure; and (3) adaptation and acceptance-or lack therefore-to seizures. With respect to this third theme, patients conveyed frustration from an inability to work, to drive, and to take care of their children ("It's like you are 15 all over again.") Others described frustration with taking antiseizure medications ("I felt like an 80 year old, now taking her pills every day"). However, some patients had adapted or resigned themselves ("…so much of life is out of control-you just gotta take what you get."). These findings have future research implications but should also serve to make healthcare providers more aware of the heavy emotional burden that seizures thrust upon brain tumor patients.


Assuntos
Neoplasias Encefálicas/complicações , Neoplasias Encefálicas/psicologia , Convulsões/etiologia , Convulsões/psicologia , Adulto , Idoso , Anticonvulsivantes/uso terapêutico , Feminino , Humanos , Entrevistas como Assunto , Masculino , Pessoa de Meia-Idade , Pesquisa Qualitativa , Qualidade de Vida , Convulsões/tratamento farmacológico
15.
Support Care Cancer ; 24(6): 2807-14, 2016 06.
Artigo em Inglês | MEDLINE | ID: mdl-27041741

RESUMO

PURPOSE: Chronic pain is a widespread and debilitating condition, encountered by physicians in a variety of practice settings. Although many pharmacologic and behavioral strategies exist for the management of this condition, treatment is often unsatisfactory. Scrambler Therapy is a novel, non-invasive pain modifying technique that utilizes trans-cutaneous electrical stimulation of pain fibers with the intent of re-organizing maladaptive signaling pathways. This review was conducted to further evaluate what is known regarding the mechanisms and mechanics of Scrambler Therapy and to investigate the preliminary data pertaining to the efficacy of this treatment modality. METHODS: The PubMed/Medline, SCOPUS, EMBASE, and Google Scholar databases were searched for all articles published on Scrambler Therapy prior to November 2015. All case studies and clinical trials were evaluated and reported in a descriptive manner. RESULTS: To date, 20 reports, of varying scientific quality, have been published regarding this device; all but one small study, published only as an abstract, provided results that appear positive. CONCLUSION: The positive findings from preliminary studies with Scrambler Therapy support that this device provides benefit for patients with refractory pain syndromes. Larger, randomized studies are required to further evaluate the efficacy of this approach.


Assuntos
Dor Crônica/terapia , Terapia por Estimulação Elétrica/métodos , Terapia por Estimulação Elétrica/instrumentação , Humanos
16.
Cancer Causes Control ; 26(2): 179-185, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25421378

RESUMO

PURPOSE: Socioeconomic status (SES) is associated with risk of various cancer types because of correlation between SES and causal factors or increased case ascertainment, or both. Studies evaluating the association between glioblastoma and occupational or SES factors have yielded inconsistent results. We evaluated the association between SES and glioblastoma risk using a large, population-based cancer registry dataset. METHODS: Data of the Surveillance, Epidemiology, and End Results Program were used to evaluate the impact of SES on glioblastoma risk. SES was divided into quintiles on the basis of census tract of residence. Census tracts are small, geographically defined areas with relatively homogeneous population characteristics. RESULTS: Higher SES was strongly associated with increased risk of glioblastoma (p < .001). Relative to persons living in census tracts of the lowest SES quintile, the highest SES quintile had a rate ratio of 1.45 (95 % CI 1.39-1.51) (p < .001). Similar associations were seen in population subgroups defined by age, sex, and race. CONCLUSIONS: The strong association between higher SES and greater glioblastoma risk is unlikely to represent an ascertainment effect because glioblastoma is rapidly progressive and ultimately fatal. A number of previously proposed glioma risk factors may be correlated with SES, including atopy and allergy rates, cellular telephone use, and body morphometric measures. Further research is needed to define the mechanism of this association.


Assuntos
Neoplasias Encefálicas/economia , Neoplasias Encefálicas/epidemiologia , Glioblastoma/economia , Glioblastoma/epidemiologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Criança , Pré-Escolar , Feminino , Predisposição Genética para Doença , Habitação , Humanos , Incidência , Renda , Lactente , Recém-Nascido , Masculino , Pessoa de Meia-Idade , Exposição Ocupacional , Sistema de Registros , Risco , Fatores de Risco , Programa de SEER , Classe Social , Fatores Socioeconômicos , Estados Unidos , Adulto Jovem
17.
Metab Eng ; 28: 43-53, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25527438

RESUMO

Reconstruction of highly efficient biosynthesis pathways is essential for the production of valuable plant secondary metabolites in recombinant microorganisms. In order to improve the titer of green tea catechins in Escherichia coli, combinatorial strategies were employed using the ePathBrick vectors to express the committed catechin pathway: flavanone 3ß-hydroxylase (F3H), dihydroflavonol 4-reductase (DFR), and leucoanthocyanidin reductase (LAR). Three F3H, three DFR, and two LAR genes originating from different plant species were selected and synthesized, to create 18 pathway variants to be screened in E. coli. Constructs containing F3H(syn) originally from Camellia sinensis, DFR(syn) from Anthurium andraeanum, C. sinensis, or Fragaria ananass, and LAR(syn) from Desmodium uncinatum (p148, p158 and p168) demonstrated high conversion efficiency with either eriodictyol or naringenin as substrate. A highly efficient construct was created by assembling additional copies of DFR(syn) and LAR(syn) enabling a titer of 374.6 ± 43.6 mg/L of (+)-catechin. Improving the NADPH availability via the ΔpgiΔppc mutation, BLΔpgiΔppc-p148 produced the highest titer of catechin at 760.9 ± 84.3 mg/L. After utilizing a library of scaffolding proteins, the strain BLΔpgiΔppc-p168-759 reached the highest titer of (+)-catechin of 910.9 ± 61.3 mg/L from 1.0 g/L of eriodictyol in batch culture with M9 minimal media. The impact of oxygen availability on the biosynthesis of catechin was also investigated.


Assuntos
Catequina , Escherichia coli , Engenharia Metabólica , Oxigenases de Função Mista , Proteínas de Plantas , Catequina/biossíntese , Catequina/genética , Escherichia coli/genética , Escherichia coli/metabolismo , Oxigenases de Função Mista/biossíntese , Oxigenases de Função Mista/genética , NADP/biossíntese , NADP/genética , Proteínas de Plantas/biossíntese , Proteínas de Plantas/genética
18.
Support Care Cancer ; 23(3): 851-9, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25218608

RESUMO

PURPOSE: A primary brain tumor patient and caregiver survey was completed to investigate interest in brief support opportunities, focused on education, memory training, and healthy coping, during a routine clinical visit and at 3-month follow-up. METHODS: Patients with primary brain tumors receiving care in the Radiation Oncology Department at Mayo Clinic Rochester and their caregivers were recruited to complete the survey between June 2008 and September 2009. RESULTS: Both patients and their caregivers expressed greatest interest in education about brain tumors and cognitive effects of treatment. Interest in support opportunities targeting education, memory training, or healthy coping was low to modest. Bimodal distributions were found for almost all the support opportunities, revealing subgroups of patients and caregivers with high interest in such sessions. Overall, ratings of interest did not differ over time. CONCLUSIONS: Patients with primary brain tumors and their caregivers expressed most interest in education about their disease and potential cognitive effects of treatment. It appears that subgroups of patients and caregivers have very high interest in brief support opportunities. Identifying these subgroups of patients and families will allow targeted interventions focused on their needs and make the best use of limited resources.


Assuntos
Neoplasias Encefálicas , Cuidadores/educação , Cuidadores/psicologia , Educação de Pacientes como Assunto/métodos , Preferência do Paciente , Psicoterapia Breve/métodos , Adaptação Psicológica , Adulto , Idoso , Terapia Comportamental/métodos , Neoplasias Encefálicas/psicologia , Neoplasias Encefálicas/terapia , Coleta de Dados , Feminino , Necessidades e Demandas de Serviços de Saúde , Humanos , Pessoa de Meia-Idade , Motivação , Psicoterapia de Grupo/métodos , Apoio Social
19.
Support Care Cancer ; 23(4): 943-51, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25245776

RESUMO

PURPOSE: Chemotherapy-induced peripheral neuropathy (CIPN), a common side effect of chemotherapy, needs better effective treatments. Preliminary data support the use of Scrambler therapy, a device which treats pain via noninvasive cutaneous electrostimulation, for the treatment of CIPN. The current manuscript reports data from a pilot trial, performed to investigate the effect of Scrambler therapy for the treatment of established CIPN. METHODS: Eligible patients had CIPN symptoms of ≥1 month duration with tingling and/or pain ≥4/10 during the prior week. Patients were treated with Scrambler therapy to the affected area(s) for up to ten daily 30-min sessions. Symptoms were monitored using a neuropathy questionnaire consisting of numerical analog scales ranging from 0 to 10, daily before therapy as well as weekly for 10 weeks after therapy. Descriptive summary statistics formed the basis of data analysis. RESULTS: Thirty-seven patients were enrolled. Twenty-five patients were treated primarily on their lower extremities while 12 were treated primarily on their upper extremities. There was a 53 % reduction in pain score from baseline to day 10; a 44 % reduction in tingling; and a 37 % reduction in numbness. Benefit appeared to last throughout 10 weeks of follow-up. There were no substantial adverse events. CONCLUSION: Preliminary data support that Scrambler therapy may be effective for the treatment of CIPN: a prospective placebo-controlled clinical trial should be performed.


Assuntos
Antineoplásicos/efeitos adversos , Terapia por Estimulação Elétrica/métodos , Doenças do Sistema Nervoso Periférico/induzido quimicamente , Doenças do Sistema Nervoso Periférico/terapia , Adulto , Idoso , Antineoplásicos/administração & dosagem , Método Duplo-Cego , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Neoplasias/tratamento farmacológico , Projetos Piloto , Estudos Prospectivos , Resultado do Tratamento
20.
Genet Epidemiol ; 37(2): 222-8, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-23280628

RESUMO

Genomewide association studies (GWAS) and candidate-gene studies have implicated single-nucleotide polymorphisms (SNPs) in at least 45 different genes as putative glioma risk factors. Attempts to validate these associations have yielded variable results and few genetic risk factors have been consistently replicated. We conducted a case-control study of Caucasian glioma cases and controls from the University of California San Francisco (810 cases, 512 controls) and the Mayo Clinic (852 cases, 789 controls) in an attempt to replicate previously reported genetic risk factors for glioma. Sixty SNPs selected from the literature (eight from GWAS and 52 from candidate-gene studies) were successfully genotyped on an Illumina custom genotyping panel. Eight SNPs in/near seven different genes (TERT, EGFR, CCDC26, CDKN2A, PHLDB1, RTEL1, TP53) were significantly associated with glioma risk in the combined dataset (P < 0.05), with all associations in the same direction as in previous reports. Several SNP associations showed considerable differences across histologic subtype. All eight successfully replicated associations were first identified by GWAS, although none of the putative risk SNPs from candidate-gene studies was associated in the full case-control sample (all P values > 0.05). Although several confirmed associations are located near genes long known to be involved in gliomagenesis (e.g., EGFR, CDKN2A, TP53), these associations were first discovered by the GWAS approach and are in noncoding regions. These results highlight that the deficiencies of the candidate-gene approach lay in selecting both appropriate genes and relevant SNPs within these genes.


Assuntos
Neoplasias do Sistema Nervoso Central/genética , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla , Glioma/genética , Polimorfismo de Nucleotídeo Único , Idoso , California , Estudos de Casos e Controles , DNA Helicases/genética , Receptores ErbB/genética , Feminino , Genes p16 , Genes p53 , Humanos , Peptídeos e Proteínas de Sinalização Intracelular/genética , Masculino , Pessoa de Meia-Idade , Proteínas do Tecido Nervoso/genética , RNA Longo não Codificante , Telomerase/genética , População Branca/genética
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