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1.
Curr Oncol ; 31(4): 2233-2243, 2024 04 14.
Artigo em Inglês | MEDLINE | ID: mdl-38668068

RESUMO

Background: Extracting multiregional radiomic features from multiparametric MRI for predicting pretreatment survival in isocitrate dehydrogenase (IDH) wild-type glioblastoma (GBM) patients is a promising approach. Methods: MRI data from 49 IDH wild-type glioblastoma patients pre-treatment were utilized. Diffusion and perfusion maps were generated, and tumor subregions segmented. Radiomic features were extracted for each tissue type and map. Feature selection on 1862 radiomic features identified 25 significant features. The Cox proportional-hazards model with LASSO regularization was used to perform survival analysis. Internal and external validation used a 38-patient training cohort and an 11-patient validation cohort. Statistical significance was set at p < 0.05. Results: Age and six radiomic features (shape and first and second order) from T1W, diffusion, and perfusion maps contributed to the final model. Findings suggest that a small necrotic subregion, inhomogeneous vascularization in the solid non-enhancing subregion, and edema-related tissue damage in the enhancing and edema subregions are linked to poor survival. The model's C-Index was 0.66 (95% C.I. 0.54-0.80). External validation demonstrated good accuracy (AUC > 0.65) at all time points. Conclusions: Radiomics analysis, utilizing segmented perfusion and diffusion maps, provide predictive indicators of survival in IDH wild-type glioblastoma patients, revealing associations with microstructural and vascular heterogeneity in the tumor.


Assuntos
Neoplasias Encefálicas , Glioblastoma , Imageamento por Ressonância Magnética , Humanos , Glioblastoma/diagnóstico por imagem , Glioblastoma/mortalidade , Feminino , Pessoa de Meia-Idade , Imageamento por Ressonância Magnética/métodos , Masculino , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/mortalidade , Idoso , Adulto , Análise de Sobrevida , Prognóstico , Radiômica
2.
Rheumatol Int ; 44(11): 2583-2589, 2024 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-38294543

RESUMO

OBJECTIVE: This study aims to evaluate the active and chronic lesions in sacroiliac joints and lumbar spine over a decade of TNFi therapy in patients with AS. METHODS: The study enrolled patients with AS under treatment with a TNFi for over a decade. The patients underwent a new MRI scan of their lumbar spine and sacroiliac joint (SIJ). Two readers evaluated all images. Inflammation of SIJ (SIS), SIJ structural damage (SSS) including Fat Metaplasia, Erosions, Backfill and Ankylosis, and Spondyloarthritis Research Consortium of Canada Bone marrow edema (SPARCC) spine score were recorded. RESULTS: In the study, 15 patients were included, with 80% being male. The mean age during their first MRI was 38.1 (± 11.9) years old, and the majority (86.7%) tested positive for HLA-B27. While TNFi improved both BASDAI and BASFI scores, there was a noticeable increase in MRI acute lesions in the SIJ over time, where the median score increased from 0 (0-4) to 3 (0-10) after ten years (p = 0.028). After a decade of treatment, the median SPARCC spine score also increased from 0 (0-9) to 5 (0-16), p = 0.093. Finally, it was observed that there was a significant positive correlation between ESR and SIS erosions in cases of chronic lesions (r = 0.819, p < 0.001). CONCLUSIONS: While TNFi have significantly improved the treatment of AS, this study shows that acute lesions can still develop despite treatment. A personalized approach that adapts MRI assessment to each patient's specific requirements may help detect changes early and enable doctors to intervene promptly to prevent further damage.


Assuntos
Vértebras Lombares , Imageamento por Ressonância Magnética , Articulação Sacroilíaca , Espondilite Anquilosante , Humanos , Espondilite Anquilosante/tratamento farmacológico , Espondilite Anquilosante/diagnóstico por imagem , Masculino , Articulação Sacroilíaca/diagnóstico por imagem , Articulação Sacroilíaca/patologia , Adulto , Feminino , Pessoa de Meia-Idade , Vértebras Lombares/diagnóstico por imagem , Inibidores do Fator de Necrose Tumoral/uso terapêutico , Resultado do Tratamento , Fatores de Tempo , Antirreumáticos/uso terapêutico
3.
Neuroradiology ; 62(2): 251-255, 2020 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-31828360

RESUMO

PURPOSE: Computed tomography (CT) for minor head injury exposes a large number of children to ionizing radiation, with an associated increased lifetime risk of malignancy. To study imaging practices for children with minor head injury and the level of awareness of radiologists of the current clinical decision rules for minor traumatic brain injury (TBI). METHODS: A questionnaire consisting of 17 questions was distributed electronically to 472 ESPR members. The questionnaire covered demographic information, employment status, years of experience and the current practice setting of the participants, the number of CTs performed for pediatric head trauma, awareness of clinical decision rules and use of shielding, pediatric CT protocol and MRI. RESULTS: The response rate was 18.4%. The majority of participants was aged over 50 years and was full-time consultants. Regarding decision rules, 73.8% of respondents cited the NICE head injury guidelines, and 79% reported that the decision to perform CT was agreed between specialists. Shielding was used by 58.3% and 67.4% applied a specific pediatric protocol. MRI was not used for pediatric head trauma by 70.6% of respondents, although always available in 68.6% of cases. The reported obstacles to MRI use were machine availability (42.7%), the long acquisition time (39%) and patients' intolerance (18.3%), and less frequently the cost and the need for sedation. CONCLUSION: There is room for decreasing the use of CT for pediatric minor TBI. The use of shielding and application of pediatric CT protocols constitute areas for improvement.


Assuntos
Traumatismos Craniocerebrais/diagnóstico por imagem , Padrões de Prática Médica/estatística & dados numéricos , Tomografia Computadorizada por Raios X/estatística & dados numéricos , Criança , Técnicas de Apoio para a Decisão , Feminino , Fidelidade a Diretrizes , Humanos , Masculino , Proteção Radiológica , Inquéritos e Questionários
4.
Eur J Radiol ; 95: 265-270, 2017 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-28987678

RESUMO

INTRODUCTION: To evaluate the feasibility of testis diffusion tensor imaging (DTI), to determine normative apparent diffusion coefficient (ADC) and fractional anisotropy (FA) values and to assess the efficacy of DTI in characterizing testicular pathology. MATERIALS AND METHODS: Fifty-six men underwent MRI of the scrotum, including DTI. Parametric and non-parametric statistical tests were used to compare the ADC and FA between the cranial, middle and lower thirds of normal testis and between the bilateral testicular thirds. Comparison between the ADC and FA of normal testis, malignant and benign testicular lesions was performed. RESULTS: No significant differences of the ADC and FA in normal testis between the cranial, middle and lower thirds and between the bilateral testicular thirds were found. ADC was significantly lower in malignancies compared to normal testis (P=0.006) and benign testicular lesions (P=0.006). FA was significantly higher both in malignancies (P=0.001) and benign lesions (P<0.001) compared to normal testis. FA in malignancies did not differ from FA in benign lesions (P=0.221) CONCLUSIONS: This study shows the feasibility of testis DTI. Both ADC and FA significantly differ between testicular lesions and normal testis, although FA did not show an incremental diagnostic value compared to ADC in lesion differentiation.


Assuntos
Imagem de Difusão por Ressonância Magnética/métodos , Imagem de Tensor de Difusão/métodos , Doenças Testiculares/diagnóstico por imagem , Testículo/diagnóstico por imagem , Adolescente , Adulto , Idoso , Estudos de Viabilidade , Humanos , Masculino , Pessoa de Meia-Idade , Adulto Jovem
5.
Eur J Radiol ; 89: 1-6, 2017 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-28267523

RESUMO

INTRODUCTION: To evaluate the difference in apparent diffusion coefficient (ADC) measurements at diffusion-weighted (DW) magnetic resonance imaging of differently shaped regions-of-interest (ROIs) in testicular germ cell neoplasms (TGCNS), the diagnostic ability of differently shaped ROIs in differentiating seminomas from nonseminomatous germ cell neoplasms (NSGCNs) and the interobserver variability. MATERIALS AND METHODS: Thirty-three TGCNs were retrospectively evaluated. Patients underwent MR examinations, including DWI on a 1.5-T MR system. Two observers measured mean tumor ADCs using four distinct ROI methods: round, square, freehand and multiple small, round ROIs. The interclass correlation coefficient was analyzed to assess interobserver variability. Statistical analysis was used to compare mean ADC measurements among observers, methods and histologic types. RESULTS: All ROI methods showed excellent interobserver agreement, with excellent correlation (P<0.001). Multiple, small ROIs provided the lower mean ADC in TGCNs. Seminomas had lower mean ADC compared to NSGCNs for each ROI method (P<0.001). Round ROI proved the most accurate method in characterizing TGCNS. CONCLUSION: Interobserver variability in ADC measurement is excellent, irrespective of the ROI shape. Multiple, small round ROIs and round ROI proved the more accurate methods for ADC measurement in the characterization of TGCNs and in the differentiation between seminomas and NSGCNs, respectively.


Assuntos
Imagem de Difusão por Ressonância Magnética/métodos , Neoplasias Embrionárias de Células Germinativas/diagnóstico por imagem , Neoplasias Testiculares/diagnóstico por imagem , Adulto , Idoso , Idoso de 80 Anos ou mais , Humanos , Masculino , Pessoa de Meia-Idade , Neoplasias Embrionárias de Células Germinativas/patologia , Variações Dependentes do Observador , Exame Físico , Reprodutibilidade dos Testes , Estudos Retrospectivos , Neoplasias Testiculares/patologia , Testículo/diagnóstico por imagem , Testículo/patologia , Adulto Jovem
6.
Pediatr Radiol ; 46(8): 1158-64, 2016 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-27085522

RESUMO

BACKGROUND: There is evidence of microstructural changes in normal-appearing white matter of patients with tuberous sclerosis complex. OBJECTIVE: To evaluate major white matter tracts in children with tuberous sclerosis complex using tract-based spatial statistics diffusion tensor imaging (DTI) analysis. MATERIALS AND METHODS: Eight children (mean age ± standard deviation: 8.5 ± 5.5 years) with an established diagnosis of tuberous sclerosis complex and 8 age-matched controls were studied. The imaging protocol consisted of T1-weighted high-resolution 3-D spoiled gradient-echo sequence and a spin-echo, echo-planar diffusion-weighted sequence. Differences in the diffusion indices were evaluated using tract-based spatial statistics. RESULTS: Tract-based spatial statistics showed increased axial diffusivity in the children with tuberous sclerosis complex in the superior and anterior corona radiata, the superior longitudinal fascicle, the inferior fronto-occipital fascicle, the uncinate fascicle and the anterior thalamic radiation. No significant differences were observed in fractional anisotropy, mean diffusivity and radial diffusivity between patients and control subjects. No difference was found in the diffusion indices between the baseline and follow-up examination in the patient group. CONCLUSION: Patients with tuberous sclerosis complex have increased axial diffusivity in major white matter tracts, probably related to reduced axonal integrity.


Assuntos
Imagem de Difusão por Ressonância Magnética , Imagem de Tensor de Difusão , Esclerose Tuberosa/patologia , Substância Branca/patologia , Criança , Pré-Escolar , Feminino , Humanos , Masculino , Estudos Retrospectivos , Esclerose Tuberosa/diagnóstico por imagem , Substância Branca/diagnóstico por imagem
7.
Eur Radiol ; 26(3): 613-21, 2016 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-26065397

RESUMO

OBJECTIVES: The aim was to determine the magnetization transfer ratio (MTR) of normal testes, possible variations with age and to assess the feasibility of MTR in characterizing various testicular lesions. METHODS: Eighty-six men were included. A three-dimensional gradient-echo MT sequence was performed, with/without an on-resonance binomial prepulse. MTR was calculated as: (SIo-SIm)/(SIo) × 100 %, where SIm and SIo refers to signal intensities with and without the saturation pulse, respectively. Subjects were classified as: group 1, 20-39 years; group 2, 40-65 years; and group 3, older than 65 years of age. Analysis of variance (ANOVA) followed by the least significant difference test was used to assess variations of MTR with age. Comparison between the MTR of normal testis, malignant and benign testicular lesions was performed using independent-samples t testing. RESULTS: ANOVA revealed differences of MTR between age groups (F = 7.51, P = 0.001). Significant differences between groups 1, 2 (P = 0.011) and 1, 3 (P < 0.001) were found, but not between 2, 3 (P = 0.082). The MTR (in percent) of testicular carcinomas was 55.0 ± 3.2, significantly higher than that of benign lesions (50.3 ± 4.0, P = 0.02) and of normal testes (47.4 ± 2.2, P < 0.001). CONCLUSIONS: MTR of normal testes decreases with age. MTR might be helpful in the diagnostic work-up of testicular lesions. KEY POINTS: MTR of normal testes shows age-related changes. Testicular carcinomas have high MTR values. MTR may be useful in the diagnostic work-up of testicular lesions.


Assuntos
Imageamento por Ressonância Magnética/métodos , Testículo/anatomia & histologia , Adulto , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Epididimite/diagnóstico , Estudos de Viabilidade , Humanos , Imageamento Tridimensional/métodos , Imageamento Tridimensional/estatística & dados numéricos , Imageamento por Ressonância Magnética/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Neoplasias Embrionárias de Células Germinativas/diagnóstico , Orquite/diagnóstico , Doenças Testiculares/diagnóstico , Neoplasias Testiculares/diagnóstico , Adulto Jovem
8.
Eur J Radiol ; 84(7): 1219-26, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-25937261

RESUMO

INTRODUCTION: The aim of this study is to investigate the role of apparent diffusion coefficient (ADC) values and dynamic contrast enhancement (DCE) patterns in differentiating seminomas from nonseminomatous germ cell tumors (NSGCTs). MATERIALS AND METHODS: The MRI examinations of the scrotum of 26 men with histologically proven testicular GCTs were reviewed. DWI was performed in all patients, using a single shot, multi-slice spin-echo planar diffusion pulse sequence and b-values of 0 and 900 s/mm(2). Subtraction DCE-MRI was performed in 20 cases using a 3D fast-field echo sequence after gadolinium administration. Time-signal intensity curves were created and semi-quantitative parameters (peak enhancement, time to peak, wash-in and wash-out rate) were calculated. The Student's t-test was used to compare the mean values of ADC, peak enhancement, time to peak, wash-in and wash-out rate between seminomas and NSGCTs. ROC analysis was also performed. RESULTS: Histopathology disclosed the presence of 15 seminomas and 11 NSGCTs. The mean ± s.d. of ADC values (×10(-3)mm(2)/s) of seminomas (0.59 ± 0.009) were significantly lower than those of NSGCTs (0.90 ± 0.33) (P=0.01). The optimal ADC cut-off value was 0.68 × 10(-3)mm(2)/s. No differences between the two groups were observed for peak enhancement (P=0.18), time to peak (P=0.63) wash-in rate (P=0.32) and wash-out rate (P=0.18). CONCLUSIONS: ADC values may be used to preoperatively differentiate seminomas from NSGCTs.


Assuntos
Imagem de Difusão por Ressonância Magnética , Neoplasias Embrionárias de Células Germinativas/patologia , Escroto/patologia , Seminoma/patologia , Neoplasias Testiculares/patologia , Adulto , Carcinoma in Situ/patologia , Meios de Contraste , Diagnóstico Diferencial , Humanos , Interpretação de Imagem Assistida por Computador , Masculino , Pessoa de Meia-Idade , Curva ROC , Reprodutibilidade dos Testes , Estudos Retrospectivos , Sensibilidade e Especificidade
9.
Eur J Radiol ; 84(5): 828-33, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25765895

RESUMO

INTRODUCTION: The aim of this study is to improve detection of testicular intraepithelial neoplasia (TIN) by measurement of apparent diffusion coefficient (ADC) values. MATERIALS AND METHODS: Fifty-six MRI examinations of the scrotum, including 26 histologically proven testicular germ cell neoplasms were retrospectively evaluated. DWI was performed using a single shot, multi-slice spin-echo planar diffusion pulse sequence and b-values of 0 and 900 s mm(-2). ADC measurements were classified into three groups according to their location: group 1 (n=19), non-tumoral part, adjacent to testicular carcinoma, where the possible location of TIN was; group 2 (n=26), testicular carcinoma; and group 3 (n=60), normal testicular parenchyma. Analysis of variance (ANOVA) followed by post hoc analysis (Dunnett T3) was used for statistical purposes. RESULTS: The mean±s.d. of ADC values (×10(-3) mm(2)/s) of different groups were: group 1, 1.08±0.20; group 2, 0.72±0.27; and group 3, 1.11±0.14. ANOVA revealed differences of mean ADC between groups (F=38.859, P<0.001). Post hoc analysis showed differences between groups 2 and 3 (P<0.001), groups 2 and 1 (P<0.001), but not between groups 3 and 1 (P=0.87). CONCLUSIONS: Based on our preliminary results, ADC values do not provide a reliable differentiation between TIN and testicular carcinoma or normal testicular parenchyma.


Assuntos
Carcinoma in Situ/patologia , Imagem de Difusão por Ressonância Magnética , Neoplasias Embrionárias de Células Germinativas/patologia , Escroto/patologia , Neoplasias Testiculares/patologia , Adulto , Análise de Variância , Humanos , Masculino , Pessoa de Meia-Idade , Reprodutibilidade dos Testes , Estudos Retrospectivos , Escroto/anatomia & histologia
10.
Asian J Androl ; 16(3): 493-7, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24556745

RESUMO

The usefulness of diffusion-weighted magnetic resonance imaging (DWI) in the evaluation of scrotal pathology has recently been reported. A standard reference of normal testicular apparent diffusion coefficient (ADC) values and their variations with age is necessary when interpreting normal testicular anatomy and pathology. We evaluated 147 normal testes using DWI, including 71 testes from 53 men aged 20-39 years (group 1), 67 testes from 42 men aged 40-69 years (group 2) and nine testes from six men older than 70 years (group 3). DWI was performed along the axial plane, using a single shot, multislice spin-echo planar diffusion pulse sequence and b-values of 0 and 900 s mm-2 . The mean and standard deviation of the ADC values of normal testicular parenchyma were calculated for each age group separately. Analysis of variance (ANOVA) followed by post hoc analysis (Dunnett T3) was used for statistical purposes. The ADC values (× 10-3 mm 2 s-1 ) of normal testicular tissue were different among age groups (group 1: 1.08 ± 0.13; group 2: 1.15 ± 0.15 and group 3: 1.31 ± 0.22). ANOVA revealed differences in mean ADC among age groups (F = 11.391, P < 0.001). Post hoc analysis showed differences between groups 1 and 2 (P = 0.008) and between groups 1 and 3 (P = 0.043), but not between groups 2 and 3 (P = 0.197). Our findings suggest that ADC values of normal testicular tissue increase with advancing age.


Assuntos
Envelhecimento/patologia , Imagem de Difusão por Ressonância Magnética , Testículo/anatomia & histologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Imagem Ecoplanar , Humanos , Masculino , Pessoa de Meia-Idade , Valores de Referência , Estudos Retrospectivos , Doenças Testiculares/patologia , Neoplasias Testiculares/patologia , Testículo/patologia , Adulto Jovem
11.
J Comput Assist Tomogr ; 37(3): 450-7, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23674020

RESUMO

OBJECTIVE: The objective of this study was to assess the accuracy of multidetector computed tomography (CT) in diagnosing perinephric (PN) and/or renal sinus (RS) fat invasion in patients with renal cell carcinoma (RCC), with reference to the CT findings predictive for the diagnosis of invasion. METHODS: This was a retrospective study of 48 RCCs. Examinations were performed on a 16-row CT scanner, including unenhanced and 3-phase contrast-enhanced CT scanning. Unenhanced transverse images and multiplanar reformations of each contrast-enhanced CT phase were evaluated. The predictive value of CT findings in diagnosing PN and/or RS fat invasion was determined using multivariate logistic regression analysis. RESULTS: The CT findings that were most predictive for the diagnosis of PN fat invasion were the presence of contrast-enhancing nodules in the PN fat and tumoral margins. Invasion of the pelvicaliceal system was the most significant predictor in the diagnosis of RS fat invasion. CONCLUSIONS: Multidetector CT provides satisfactory results in detecting PN and/or RS fat invasion in RCC.


Assuntos
Tecido Adiposo/diagnóstico por imagem , Carcinoma de Células Renais/diagnóstico por imagem , Neoplasias Renais/diagnóstico por imagem , Tomografia Computadorizada Multidetectores/métodos , Tecido Adiposo/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma de Células Renais/patologia , Distribuição de Qui-Quadrado , Meios de Contraste , Feminino , Humanos , Neoplasias Renais/patologia , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Interpretação de Imagem Radiográfica Assistida por Computador , Estudos Retrospectivos , Estatísticas não Paramétricas
12.
AJR Am J Roentgenol ; 200(3): 578-85, 2013 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-23436847

RESUMO

OBJECTIVE: The objective of our study was to analyze the enhancement patterns of various intratesticular mass lesions at dynamic contrast-enhanced subtraction MRI and assess the value of the technique in distinguishing between benign and malignant lesions. MATERIALS AND METHODS: We retrospectively evaluated the records and images of 44 consecutive men (11 benign and 16 malignant intratesticular lesions) who presented to the department of urology with a variety of clinical symptoms and were referred for imaging. Dynamic contrast-enhanced subtraction MRI was performed using a 3D fast-field echo sequence after the administration of paramagnetic contrast medium. Patients were divided into three groups according to the final diagnosis: benign intratesticular lesions, malignant intratesticular lesions, and normal testes. The patterns of contrast enhancement of both the normal testes and the intratesticular lesions were evaluated. Time-signal intensity plots were created and classified according to shape: Type I presented a linear increase of contrast enhancement throughout the examination, type II showed an initial upstroke followed by either a plateau or a gradual increase in the late contrast-enhanced phase, and type III presented an initial upstroke followed by gradual washout of the contrast medium. The relative percentages of peak height, maximum time, and mean slope were also calculated. RESULTS: Normal testes enhanced homogeneously with a type I curve. Most benign intratesticular lesions showed inhomogeneous or homogeneous contrast enhancement and a type II curve. Testicular carcinomas showed heterogeneous contrast enhancement with a type III curve. The relative percentages of maximum time to peak proved the most important discriminating factor in differentiating malignant from benign intratesticular masses (p < 0.001). CONCLUSION: Dynamic contrast-enhanced MRI may be used to distinguish between benign and malignant intratesticular mass lesions.


Assuntos
Algoritmos , Interpretação de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Reconhecimento Automatizado de Padrão/métodos , Técnica de Subtração , Neoplasias Testiculares/patologia , Adulto , Idoso , Meios de Contraste , Humanos , Aumento da Imagem/métodos , Masculino , Pessoa de Meia-Idade , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Adulto Jovem
13.
Clin Neurol Neurosurg ; 114(6): 607-12, 2012 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-22266399

RESUMO

OBJECTIVE: We prospectively investigated the correlation between diffusion tensor (DTI), dynamic susceptibility contrast (DSC) perfusion MRI metrics and Ki-67 labelling index in glioblastomas. METHODS: We studied seventeen patients who were operated on for glioblastoma. DTI and DSC MRI were performed within a week prior to surgical excision. Lesion/normal ratios were calculated for the apparent diffusion coefficient (ADC), fractional anisotropy (FA), relative cerebral blood volume (rCBV), relative cerebral blood flow (rCBF) and relative mean transit time (rMTT) ratio. In the excised tumour specimens Ki-67 antigen expression was evaluated by the MIB-1 immunostaining method. RESULTS: A significant correlation was observed between Ki-67 index and ADC ratio (r = -0.528, p = 0.029) and FA ratio (r = 0.589, p = 0.012). rCBV and rMTT presented a trend towards significant correlation with Ki-67 index (r = 0.628, p = 0.07 and r = 0.644, p = 0.06 respectively). There was a trend towards better survival for patients with gross total tumour excision and FA values lower than 0.48 (p = 0.1 and p = 0.09 respectively). No significant correlation was found between ADC ratio, rCBV, rCBF, rMTT and overall survival. CONCLUSION: ADC ratio, FA ratio, rCBV and rMTT tumour/normal tissue ratios may represent indicators of glioma proliferation. FA values may hold promise for predicting survival in patients with glioblastoma.


Assuntos
Neoplasias Encefálicas/patologia , Imagem de Tensor de Difusão/métodos , Glioblastoma/patologia , Idoso , Neoplasias Encefálicas/cirurgia , Feminino , Glioblastoma/cirurgia , Humanos , Processamento de Imagem Assistida por Computador , Imuno-Histoquímica , Estimativa de Kaplan-Meier , Antígeno Ki-67 , Masculino , Pessoa de Meia-Idade , Procedimentos Neurocirúrgicos , Prognóstico , Estudos Prospectivos , Curva ROC , Análise de Sobrevida
14.
Int J Oncol ; 38(4): 1113-27, 2011 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-21274507

RESUMO

Recent advents in magnetic resonance spectroscopy (MRS) techniques permit subsequent microarray analysis over the entire human transcriptome in the same tissue biopsies. However, extracting information from such immense quantities of data is limited by difficulties in recognizing and evaluating the relevant patterns of apparent gene expression in the context of the existing knowledge of phenotypes by histopathology. Using a quantitative approach derived from a knowledge base of pathology findings, we present a novel methodology used to process genome-wide transcription and MRS data. This methodology was tested to examine metabolite and genome-wide profiles in MRS and RNA in 55 biopsies from human subjects with brain tumors with ~100% certainty. With the guidance of histopathology and clinical outcome, 15 genes with the assistance of 15 MRS metabolites were able to be distinguished by tumor categories and the prediction of survival was better than when either method was used alone. This new method, combining MRS, genomics, statistics and biological content, improves the typing and understanding of the complexity of human brain tumors, and assists in the search for novel tumor biomarkers. It is an important step for novel drug development, it generates testable hypotheses regarding neoplasia and promises to guide human brain tumor therapy provided improved in vivo methods for monitoring response to therapy are developed.


Assuntos
Neoplasias Encefálicas/diagnóstico , Perfilação da Expressão Gênica/métodos , Espectroscopia de Ressonância Magnética/métodos , Inteligência Artificial , Biomarcadores Tumorais/metabolismo , Neoplasias Encefálicas/patologia , Simulação por Computador , Feminino , Humanos , Modelos Logísticos , Masculino , Metaboloma , Prognóstico , Análise de Sobrevida
15.
Pediatr Radiol ; 39(12): 1327-32, 2009 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-19789862

RESUMO

BACKGROUND: Brain plasticity in patients with periventricular leukomalacia (PVL) may suggest grey matter (GM) changes. OBJECTIVE: To assess the volume of 116 GM areas and total volume of GM, white matter (WM) and cerebrospinal fluid (CSF) in preterm children with PVL, using the Statistical Parametric Mapping (SPM5) and the Individual Brain Atlases Statistical Parametric Mapping (IBASPM) toolboxes. MATERIALS AND METHODS: Ten preterm children (gestational age 31.7 +/- 4.2 weeks, corrected age 27.8 +/- 21.7 months) with PVL and 46 matched, preterm control subjects were studied using a three-dimensional T1-weighted sequence. Volumes were calculated using SPM5 and IBASPM. RESULTS: GM volume in frontal superior orbital, posterior cingulum and lingual gyrus, the putamen and thalamus was significantly higher in children with PVL (3.6 +/- 0.6 cm(3), 2.0 +/- 0.5 cm(3), 9.7 +/- 1.7 cm(3), 2.5 +/- 0.6 cm(3), 2.6 +/- 0.9 cm(3), respectively) than in controls (3.1 +/- 0.7 cm(3), 1.5 +/- 0.2 cm(3), 8.2 +/- 1.3 cm(3), 1.7 +/- 1.4 cm(3), 1.8 +/- 0.4 cm(3), respectively). White matter volume was lower (182.1 +/- 40.5 cm(3)) and CSF volume was higher (300.8 +/- 56.2 cm(3)) in children with PVL than in controls (222.9 +/- 67.2 cm(3), 219.0 +/- 61.8 cm(3), respectively), P < 0.05. No significant difference was found in the total GM volume and the volume of neocortex. CONCLUSION: Preterm children with PVL show regional GM volume increase, possibly explained by axonal sprouting, neuronal hypertrophy and neurogenesis, which in turn may reflect brain plasticity.


Assuntos
Encéfalo/patologia , Líquido Cefalorraquidiano/citologia , Recém-Nascido Prematuro , Leucomalácia Periventricular/patologia , Imageamento por Ressonância Magnética/métodos , Fibras Nervosas Mielinizadas/patologia , Neurônios/patologia , Feminino , Humanos , Recém-Nascido , Masculino
16.
Int J Oncol ; 33(5): 1017-25, 2008 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-18949365

RESUMO

Brain tumors are one of the leading causes of death in adults with cancer; however, molecular classification of these tumors with in vivo magnetic resonance spectroscopy (MRS) is limited because of the small number of metabolites detected. In vitro MRS provides highly informative biomarker profiles at higher fields, but also consumes the sample so that it is unavailable for subsequent analysis. In contrast, ex vivo high-resolution magic angle spinning (HRMAS) MRS conserves the sample but requires large samples and can pose technical challenges for producing accurate data, depending on the sample testing temperature. We developed a novel approach that combines a two-dimensional (2D), solid-state, HRMAS proton (1H) NMR method, TOBSY (total through-bond spectroscopy), which maximizes the advantages of HRMAS and a robust classification strategy. We used approximately 2 mg of tissue at -8 degrees C from each of 55 brain biopsies, and reliably detected 16 different biologically relevant molecular species. We compared two classification strategies, the support vector machine (SVM) classifier and a feed-forward neural network using the Levenberg-Marquardt back-propagation algorithm. We used the minimum redundancy/maximum relevance (MRMR) method as a powerful feature-selection scheme along with the SVM classifier. We suggest that molecular characterization of brain tumors based on highly informative 2D MRS should enable us to type and prognose even inoperable patients with high accuracy in vivo.


Assuntos
Biomarcadores Tumorais/metabolismo , Neoplasias Encefálicas/metabolismo , Espectroscopia de Ressonância Magnética/métodos , Adolescente , Adulto , Algoritmos , Biópsia , Neoplasias Encefálicas/patologia , Humanos , Pessoa de Meia-Idade , Redes Neurais de Computação , Prognóstico , Prótons , Reprodutibilidade dos Testes , Processamento de Sinais Assistido por Computador , Marcadores de Spin , Adulto Jovem
17.
Int J Mol Med ; 21(2): 201-8, 2008 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-18204786

RESUMO

Using a mouse model of burn trauma, we tested the hypothesis that severe burn trauma corresponding to 30% of total body surface area (TBSA) causes reduction in adenosine triphosphate (ATP) synthesis in distal skeletal muscle. We employed in vivo 31P nuclear magnetic resonance (NMR) in intact mice to assess the rate of ATP synthesis, and characterized the concomitant gene expression patterns in skeletal muscle in burned (30% TBSA) versus control mice. Our NMR results showed a significantly reduced rate of ATP synthesis and were complemented by genomic results showing downregulation of the ATP synthase mitochondrial F1 F0 complex and PGC-1beta gene expression. Our findings suggest that inflammation and muscle atrophy in burns are due to a reduced ATP synthesis rate that may be regulated upstream by PGC-1beta. These findings implicate mitochondrial dysfunction in distal skeletal muscle following burn injury. That PGC-1beta is a highly inducible factor in most tissues and responds to common calcium and cyclic adenosine monophosphate (cAMP) signaling pathways strongly suggests that it may be possible to develop drugs that can induce PGC-1beta.


Assuntos
Trifosfato de Adenosina/biossíntese , Queimaduras/metabolismo , Regulação para Baixo/genética , Músculo Esquelético/metabolismo , Músculo Esquelético/patologia , Transativadores/genética , Animais , Superfície Corporal , Queimaduras/genética , Perfilação da Expressão Gênica , Regulação da Expressão Gênica , Espectroscopia de Ressonância Magnética , Masculino , Camundongos , Modelos Biológicos , Fosforilação Oxidativa , Coativador 1-alfa do Receptor gama Ativado por Proliferador de Peroxissomo , Isótopos de Fósforo , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Transativadores/metabolismo , Fatores de Transcrição
18.
Pediatr Radiol ; 37(12): 1191-200; quiz 1308-9, 2007 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-17710390

RESUMO

beta-Thalassaemia major is a hereditary haemolytic anaemia that is treated with multiple blood transfusions. A major complication of this treatment is iron overload, which leads to cell death and organ dysfunction. Chelation therapy, used for iron elimination, requires effective monitoring of the body burden of iron, for which serum ferritin levels and liver iron content measured in liver biopsies are used as markers, but are not reliable. MRI based on iron-induced T2 relaxation enhancement can be used for the evaluation of tissue siderosis. Various MR protocols using signal intensity ratio and mainstream relaxometry methods have been used, sometimes with discrepant results. Relaxometry methods using multiple echoes achieve better sampling of the time domain in which relaxation mechanisms take place and lead to more precise results. In several studies the MRI parameters of liver siderosis have failed to correlate with those of other affected organs, underlining the necessity for MRI iron evaluation in individual organs. Most studies have included children in the evaluated population, but MRI data on very young children are lacking. Wider application of relaxometry methods is indicated, with the establishment of universally accepted MRI protocols, and further studies, including young children, are needed.


Assuntos
Sobrecarga de Ferro/diagnóstico , Sobrecarga de Ferro/etiologia , Imageamento por Ressonância Magnética/métodos , Talassemia beta/complicações , Adolescente , Criança , Humanos , Distribuição Tecidual
19.
Int J Mol Med ; 20(2): 199-208, 2007 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-17611638

RESUMO

Advancements in the diagnosis and prognosis of brain tumor patients, and thus in their survival and quality of life, can be achieved using biomarkers that facilitate improved tumor typing. We introduce and implement a combinatorial metabolic and molecular approach that applies state-of-the-art, high-resolution magic angle spinning (HRMAS) proton (1H) MRS and gene transcriptome profiling to intact brain tumor biopsies, to identify unique biomarker profiles of brain tumors. Our results show that samples as small as 2 mg can be successfully processed, the HRMAS 1H MRS procedure does not result in mRNA degradation, and minute mRNA amounts yield high-quality genomic data. The MRS and genomic analyses demonstrate that CNS tumors have altered levels of specific 1H MRS metabolites that directly correspond to altered expression of Kennedy pathway genes; and exhibit rapid phospholipid turnover, which coincides with upregulation of cell proliferation genes. The data also suggest Sonic Hedgehog pathway (SHH) dysregulation may play a role in anaplastic ganglioglioma pathogenesis. That a strong correlation is seen between the HRMAS 1H MRS and genomic data cross-validates and further demonstrates the biological relevance of the MRS results. Our combined metabolic/molecular MRS/genomic approach provides insights into the biology of anaplastic ganglioglioma and a new potential tumor typing methodology that could aid neurologists and neurosurgeons to improve the diagnosis, treatment, and ongoing evaluation of brain tumor patients.


Assuntos
Neoplasias Encefálicas/genética , Neoplasias Encefálicas/patologia , Genômica/métodos , Imageamento por Ressonância Magnética , Espectroscopia de Ressonância Magnética/métodos , Estadiamento de Neoplasias/métodos , Adulto , Biópsia , Análise por Conglomerados , Estudos de Viabilidade , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Pessoa de Meia-Idade , Modelos Biológicos , Análise de Sequência com Séries de Oligonucleotídeos , Reprodutibilidade dos Testes
20.
Eur Radiol ; 17(12): 3025-30, 2007 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-17549485

RESUMO

Thirty-seven patients with beta-thalassemia major, including 14 adolescents (15.2 +/- 3.0 years) and 23 adults (26.4 +/- 6.9 years), were studied. T2 relaxation time (T2) of the liver, bone marrow, pancreas and pituitary gland was measured in a 1.5-Tesla magnetic resonance (MR) imager, using a multiecho spin-echo sequence (TR/TE 2,000/20, 40, 60, 80, 100, 120, 140, 160 ms). Pituitary gland height was evaluated in a midline sagittal scan of a spin-echo sequence (TR/TE, 500/20 ms). The T2 of the pituitary gland was higher in adolescents (59.4 +/- 15 ms) than in adults (45.3 +/- 10.4 ms), P < 0.05. The T2 of the pancreas was lower in adolescents (43.6 +/- 10.3 ms) than in adults (54.4 +/- 10.4 ms). No difference among groups was found in the T2 of the liver and bone marrow. There was no significant correlation of the T2 among the liver, pancreas, pituitary gland and bone marrow. There was no significant correlation between serum ferritin and T2 of the liver, pancreas and bone marrow. Pituitary T2 showed a significant correlation with pituitary gland height (adolescents: R = 0.63, adults: R = 0.62, P < 0.05) and serum ferritin (adolescents: R = -0.60, adults: R = -0.50, P < 0.05). In conclusion, iron overload evaluated by T2 is organ specific. After adolescence, age-related T2 changes are predominantly associated with pituitary siderosis and fatty degeneration of the pancreas. Pituitary size decreases with progressing siderosis.


Assuntos
Sobrecarga de Ferro/diagnóstico , Talassemia beta/patologia , Adolescente , Adulto , Medula Óssea/metabolismo , Medula Óssea/patologia , Feminino , Humanos , Fígado/metabolismo , Fígado/patologia , Imageamento por Ressonância Magnética , Masculino , Pâncreas/metabolismo , Pâncreas/patologia , Hipófise/metabolismo , Hipófise/patologia , Estatísticas não Paramétricas
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