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1.
Am J Clin Oncol ; 41(4): 332-338, 2018 04.
Artigo em Inglês | MEDLINE | ID: mdl-27014931

RESUMO

OBJECTIVES: To evaluate the safety/efficacy and explore biomarkers for a rationally designed combination of sunitinib and transarterial chemoembolization (TACE) in a prospective phase 2 study of advanced hepatocellular carcinoma (HCC). METHODS: Inoperable HCC patients with Child-Pugh A disease received 37.5 mg sunitinib from days 1 to 7 followed by TACE on day 8. Sunitinib was resumed from days 15 to 36 followed by 2 weeks off. Patients received subsequent sunitinib cycles of 4 weeks on and 2 weeks off. Dynamic contrast-enhanced magnetic resonance imaging and circulating soluble biomarkers were assessed at baseline, day 8, day 10, and day 36. RESULTS: Sixteen patients with liver only (n=10) and extrahepatic disease (n=6) were enrolled. After a median follow-up of 12.8 months, 2 partial responses, 11 stable disease, and 3 clinical deteriorations were seen for a clinical benefit rate of 81%. Median progression-free survival (PFS) was 8 months (95% CI, 4.3-9.3) and overall survival was 14.9 months (95% CI, 6.3-27.1). Eleven of 16 patients (69%) had grade 3/4 toxicities attributable to sunitinib, the most frequent being thrombocytopenia, amylase/lipase elevations, lymphopenia, and fatigue. Mean K (volume transfer constant) and viable tumor percent in consented patients decreased by 27% and 14.8%, respectively, with combination therapy. Soluble vascular endothelial growth factor receptor-2 (sVEGFR2) levels, cytokines (interleukin-8, interleukin-21), and monocytes decreased with combination therapy. Estimated sunitinib IC50 values of 15 and 10 ng/mL modulated K and AUC90. sVEGFR2 levels decreased with K and AUC90. CONCLUSIONS: Encouraging progression-free survival and overall survival were seen with acceptable toxicity in our study of sunitinib and TACE combination in advanced HCC. Potential imaging and serum biomarkers showed increased benefit with combination therapy.


Assuntos
Antineoplásicos/uso terapêutico , Biomarcadores Tumorais/análise , Carcinoma Hepatocelular/terapia , Quimioembolização Terapêutica , Neoplasias Hepáticas/terapia , Sunitinibe/uso terapêutico , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma Hepatocelular/secundário , Terapia Combinada , Feminino , Seguimentos , Humanos , Neoplasias Hepáticas/patologia , Masculino , Pessoa de Meia-Idade , Prognóstico , Estudos Prospectivos , Taxa de Sobrevida
2.
PLoS One ; 12(12): e0187397, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-29236711

RESUMO

The objective of this study was to compare the scope and the discriminative power of Dynamic Contrast Enhanced Magnetic Resonance Imaging (DCE-MRI) to those of semi-quantitative MRI scoring for evaluating treatments for rheumatoid arthritis (RA) in multicenter randomized clinical trials (RCTs). Sixty-one patients with active RA participated in a double-blind, parallel group, randomized, multicenter methodology study receiving infliximab or placebo through 14 weeks. The most symptomatic wrist and metacarpophalangeal joints (MCPs) were imaged using MRI. In addition to clinical assessments with DAS28(CRP), the severity of inflammation was measured as synovial leak of gadolinium based contrast agent (GBCA) using DCE-MRI (Ktrans, primary endpoint) at weeks 0, 2, 4, and 14. Two radiologists independently scored synovitis, osteitis and erosion using RA MRI Score (RAMRIS) and cartilage loss using a 9-point MRI scale (CARLOS). Infliximab showed greater decrease from baseline in DAS28(CRP), DCE-MRI Ktrans of wrist and MCP synovium, and RAMRIS synovitis and osteitis at all visits compared with placebo (p<0.001). Treatment effect sizes of infliximab therapy were similar for DAS28(CRP) (1.08; 90% CI (0.63-1.53)) and MRI inflammation endpoints: wrist Ktrans (1.00 (0.55-1.45)), RAMRIS synovitis (0.85 (0.38-1.28)) and RAMRIS osteitis (0.99 (0.52-1.43)). Damage measures of bone erosion (RAMRIS) and cartilage loss (CARLOS) were reduced with infliximab compared to with placebo at 14 weeks (p≤0.025). DCE-MRI and RAMRIS were equally sensitive and responsive to the anti-inflammatory effects of infliximab. RAMRIS and CARLOS showed suppression of erosion and cartilage loss, respectively, at 14 weeks. (ClinicalTrials.gov registration: NCT01313520).


Assuntos
Antirreumáticos/uso terapêutico , Artrite Reumatoide/diagnóstico por imagem , Artrite Reumatoide/tratamento farmacológico , Meios de Contraste , Mãos/diagnóstico por imagem , Infliximab/uso terapêutico , Imageamento por Ressonância Magnética/métodos , Punho/diagnóstico por imagem , Adulto , Método Duplo-Cego , Feminino , Gadolínio/administração & dosagem , Humanos , Masculino , Pessoa de Meia-Idade , Placebos , Resultado do Tratamento
3.
Radiology ; 285(1): 92-100, 2017 10.
Artigo em Inglês | MEDLINE | ID: mdl-28530847

RESUMO

Purpose To perform a meta-analysis to generate an estimate of the repeatability coefficient (RC) for magnetic resonance (MR) elastography of the liver. Materials and Methods A systematic search of databases was performed for publications on MR elastography during the 10-year period between 2006 and 2015. The identified studies were screened independently and were verified reciprocally by all authors. Two reviewers independently determined the percentage RC and effective sample size from each article. A forest plot was constructed of the percentage RC estimates from the 12 studies. Bootstrap 95% confidence intervals (CIs) were constructed for the summary percentage RCs. Results Twelve studies comprising 274 patients met the eligibility criteria and were included for analysis. A flow diagram of studies included according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines was prepared for the inclusion and exclusion criteria. All studies included in the meta-analysis fulfilled four or more of the seven categories of the Quality Assessment of Diagnostic Accuracy Studies (QUADAS)-2. The estimated summary RC was 22% (95% CI: 16.1%, 28.2%). The three main sources for this heterogeneity were the trained versus untrained operator drawing contours to choose regions of interest, the time between two replicate examinations, and, finally, the field strength of the MR imaging unit. The RC estimates tended to be higher for studies that did not use a well-trained operator, those with 1.5-T field strength imaging units, and those with longer time intervals between examinations. Conclusion The meta-analysis results provide the basis for the following draft longitudinal Quantitative Imaging Biomarkers Alliance MR elastography claim: A measured change in hepatic stiffness of 22% or greater, at the same site and with use of the same equipment and acquisition sequence, indicates that a true change in stiffness has occurred with 95% confidence. © RSNA, 2017.


Assuntos
Técnicas de Imagem por Elasticidade , Fígado/diagnóstico por imagem , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Análise por Conglomerados , Técnicas de Imagem por Elasticidade/métodos , Técnicas de Imagem por Elasticidade/normas , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Reprodutibilidade dos Testes , Adulto Jovem
4.
J Magn Reson Imaging ; 37(4): 761-9, 2013 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-23526755

RESUMO

MRI has had a place in the clinical trials process for more than 20 years. However, for much of that time MRI has been used primarily for subjective interpretation and relatively straightforward structural measurements. More advanced MR techniques have been considered too difficult to implement consistently across multiple sites in a single trial--this despite the fact that these techniques often provide the best window into the direct effects of targeted therapeutics. As an example, numerous compounds are currently under development whose principle effect is to temporarily or permanently alter tumor microvasculature. Changes induced by these compounds typically manifest as reductions in blood flow and vascular permeability within tumors. These changes can be measured directly using dynamic contrast-enhanced MRI. Early studies using this technique were limited to single centers, limiting both the overall size of the studies and the rate at which they were able to accrue patients. Recent efforts, however, have demonstrated that with sufficient attention to protocol design, imaging site selection and training, and analysis standardization, it is possible to obtain consistent and high quality results using even relatively complex acquisition protocols. This article will briefly review both the benefits and the drawbacks of including advanced MR techniques in clinical trial protocols. It will then review in detail the challenges presented by the need to deploy these techniques both to large research institutions and to community imaging centers which may have little or no familiarity with them at the outset of the trial.


Assuntos
Difusão de Inovações , Interpretação de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Imageamento por Ressonância Magnética/tendências , Estudos Multicêntricos como Assunto/métodos , Estudos Multicêntricos como Assunto/tendências , Academias e Institutos/tendências , Permeabilidade Capilar/fisiologia , Cartilagem Articular/patologia , Protocolos Clínicos , Colágeno/metabolismo , Centros Comunitários de Saúde/tendências , Meios de Contraste/administração & dosagem , Previsões , Humanos , Aumento da Imagem/métodos , Capacitação em Serviço/métodos , Capacitação em Serviço/tendências , Angiografia por Ressonância Magnética/métodos , Angiografia por Ressonância Magnética/tendências , Neoplasias/irrigação sanguínea , Neoplasias/terapia , Garantia da Qualidade dos Cuidados de Saúde/métodos , Garantia da Qualidade dos Cuidados de Saúde/tendências , Fluxo Sanguíneo Regional/fisiologia , Sensibilidade e Especificidade , Estados Unidos
5.
Cancer Chemother Pharmacol ; 68(4): 959-70, 2011 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-21305290

RESUMO

PURPOSE: MN-029 (denibulin HCl) is a novel vascular-disrupting agent that reversibly inhibits microtubule assembly, resulting in disruption of the cytoskeleton of tumor vascular endothelial cells. This study determined the safety, pharmacokinetics, and acute anti-vascular effects of MN-029. METHODS: Patients were treated with escalating doses of MN-029 (4.0-225 mg/m(2)) administered IV at 3-week intervals. This first-in-human study followed an accelerated titration design, with intra-patient dose escalation. Plasma samples were assayed to determine PK parameters. DCE-MRI scans were acquired at baseline and at 6-8 h post-dose. RESULTS: Thirty-four patients received 151 infusions of MN-029. The most common toxicities of MN-029 included nausea and vomiting (which appeared to be dose related), diarrhea, fatigue, headache, and anorexia. No clinically significant myelotoxicity, stomatitis or alopecia was observed. There was no evidence of cumulative toxicity in patients receiving multiple courses of therapy. The cohort at 180 mg/m(2) was expanded to six patients due to a reversible episode of acute coronary ischemia, without sequelae and with preservation of myocardial function. Two dose-limiting toxicities occurred at 225 mg/m(2), a transient ischemic attack and grade 3 transaminitis, thus ending dose escalation. Pharmacokinetic data indicated dose-related increases in C (max) and AUC values, although substantial inter-subject variability was observed. No objective responses were noted; however, five patients had stable disease ≥6 months. A significant linear correlation was found between reduction in K (trans) and exposure to MN-029. CONCLUSIONS: MN-029 was generally well tolerated and showed decrease in tumor vascular parameters. The maximum tolerated dose was 180 mg/m(2).


Assuntos
Antineoplásicos/farmacologia , Benzimidazóis/farmacologia , Imageamento por Ressonância Magnética/métodos , Neoplasias/tratamento farmacológico , Adulto , Idoso , Antineoplásicos/administração & dosagem , Antineoplásicos/efeitos adversos , Área Sob a Curva , Benzimidazóis/administração & dosagem , Benzimidazóis/efeitos adversos , Relação Dose-Resposta a Droga , Feminino , Humanos , Masculino , Dose Máxima Tolerável , Pessoa de Meia-Idade , Neoplasias/patologia
6.
Clin Cancer Res ; 16(23): 5892-9, 2010 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-21138873

RESUMO

PURPOSE: Plinabulin (NPI-2358) is a vascular disrupting agent that elicits tumor vascular endothelial architectural destabilization leading to selective collapse of established tumor vasculature. Preclinical data indicated plinabulin has favorable safety and antitumor activity profiles, leading to initiation of this clinical trial to determine the recommended phase 2 dose (RP2D) and assess the safety, pharmacokinetics, and biologic activity of plinabulin in patients with advanced malignancies. EXPERIMENTAL DESIGN: Patients received a weekly infusion of plinabulin for 3 of every 4 weeks. A dynamic accelerated dose titration method was used to escalate the dose from 2 mg/m² to the RP2D, followed by enrollment of an RP2D cohort. Safety, pharmacokinetic, and cardiovascular assessments were conducted, and Dynamic contrast-enhanced MRI (DCE-MRI) scans were performed to estimate changes in tumor blood flow. RESULTS: Thirty-eight patients were enrolled. A dose of 30 mg/m² was selected as the RP2D based on the adverse events of nausea, vomiting, fatigue, fever, tumor pain, and transient blood pressure elevations, with DCE-MRI indicating decreases in tumor blood flow (Ktrans) from 13.5 mg/m² (defining a biologically effective dose) with a 16% to 82% decrease in patients evaluated at 30 mg/m². Half-life was 6.06 ± 3.03 hours, clearance was 30.50 ± 22.88 L/h, and distributive volume was 211 ± 67.9 L. CONCLUSIONS: At the RP2D of 30 mg/m², plinabulin showed a favorable safety profile, while eliciting biological effects as evidenced by decreases in tumor blood flow, tumor pain, and other mechanistically relevant adverse events. On the basis of these results additional clinical trials were initiated with plinabulin in combination with standard chemotherapy agents.


Assuntos
Imidazóis/uso terapêutico , Linfoma/tratamento farmacológico , Neoplasias/tratamento farmacológico , Piperazinas/uso terapêutico , Adulto , Idoso , Inibidores da Angiogênese/administração & dosagem , Inibidores da Angiogênese/efeitos adversos , Inibidores da Angiogênese/farmacocinética , Inibidores da Angiogênese/uso terapêutico , Dicetopiperazinas , Relação Dose-Resposta a Droga , Esquema de Medicação , Feminino , Meia-Vida , Humanos , Imidazóis/administração & dosagem , Imidazóis/efeitos adversos , Imidazóis/farmacocinética , Infusões Intravenosas , Linfoma/metabolismo , Linfoma/patologia , Masculino , Dose Máxima Tolerável , Pessoa de Meia-Idade , Neoplasias/irrigação sanguínea , Neoplasias/metabolismo , Neoplasias/patologia , Projetos Piloto , Piperazinas/administração & dosagem , Piperazinas/efeitos adversos , Piperazinas/farmacocinética
7.
AJR Am J Roentgenol ; 194(2): W134-40, 2010 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-20093564

RESUMO

OBJECTIVE: Dynamic contrast-enhanced MRI (DCE-MRI) is a potentially useful noninvasive technique for assessing tissue perfusion, particularly in the context of solid tumors and targeted antiangiogenic and antivascular therapies. Our aim was to determine the reproducibility of perfusion parameters derived at DCE-MRI of tumors of the lung and liver, the most common sites of metastasis. SUBJECTS AND METHODS: Patients with lung and liver tumors underwent two sequential DCE-MRI examinations 2-7 days apart without any intervening therapy. The volume transfer constant between blood plasma and the extravascular extracellular space (K(trans)) and blood-normalized initial area under the signal intensity-time curve (initial AUC(BN)) were computed with a two-compartment pharmacokinetic model. Differences in parameters were assessed with within-patient coefficients of variation. RESULTS: Twenty-three patients had evaluable tumors (12 lung, 11 liver). The within-patient coefficients of variation for K(trans) and initial AUC(BN) for liver lesions were 8.9% and 9.9% and for lung lesions were 17.9% and 18.2%. Sample sizes for reductions in these parameters from 10% to 50% were estimated to range from two to 102 subjects. Estimates of confidence that changes observed in a given patient were due to intervening therapy rather than variability of the technique were calculated to range from 71% to 87% if a 20% reduction in a parameter was observed. CONCLUSION: The rate of reproducibility of DCE-MRI parameters is in the range of 10%-20% and is influenced by lesion location, parameters being significantly more reproducible in the liver than in the lung. These findings provide the foundation for interpretation of results and design of clinical trials in which DCE-MRI studies are used to assess objective responses.


Assuntos
Meios de Contraste/farmacocinética , Gadolínio DTPA/farmacocinética , Neoplasias Hepáticas/patologia , Neoplasias Pulmonares/patologia , Imageamento por Ressonância Magnética/métodos , Adulto , Idoso , Área Sob a Curva , Ensaios Clínicos como Assunto , Feminino , Humanos , Aumento da Imagem/métodos , Processamento de Imagem Assistida por Computador , Masculino , Reprodutibilidade dos Testes , Tamanho da Amostra
8.
J Magn Reson Imaging ; 31(2): 279-88, 2010 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-20099339

RESUMO

MRI has a wide variety of applications in the clinical trials process. MR has shown particular utility in the early phases of clinical development, when trial sponsors are interested in demonstrating proof of concept and must make decisions about allocation of resources to a particular compound based on the results from a small number of experimental subjects. This utility is largely due to the many different imaging endpoints that can be measured using MR, ranging from structural (tumor burden, hippocampal volume) to functional (blood flow, vascular permeability) to molecular (hepatic fat fraction, glycosaminoglycan content). The unique flexibility of these systems has proven to be both a blessing and a curse to those attempting to deploy MR in multi-center clinical trials, however, as differences among scanner manufacturers and models in pulse sequence implementation, hardware capabilities, and even terminology make it increasingly difficult to ensure that results obtained at one center are comparable to those at another. These problems are compounded by the differences between the procedures used in clinical trials and those used in routine clinical practice, which make trial-specific training for site technologists and radiologists a necessity in many cases. This article will briefly review the benefits of including quantitative MR imaging in clinical trials, then explore in detail the challenges presented by the need to develop and deploy a detailed MR protocol that is both effective and implementable across many different MR systems and software versions.


Assuntos
Algoritmos , Aumento da Imagem/métodos , Interpretação de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Estudos Multicêntricos como Assunto/métodos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
9.
J Magn Reson Imaging ; 28(3): 791-6, 2008 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-18777526

RESUMO

PURPOSE: To evaluate the contribution to scan-rescan coefficient of variation (CV) of patient-specific arterial input function (AIF) measurement in dynamic contrast-enhanced MRI (DCE-MRI) data, and to determine whether any advantage or disadvantage to using a data-derived arterial input function is related to the anatomical location of the target lesion. MATERIALS AND METHODS: Two methods are presented for the calculation of perfusion parameters from DCE-MRI data using a two-compartment model. The first method makes use of a single-model AIF across all study data sets, while the second uses an automated process to derive an AIF specific to each data set. Both methods are applied to the analysis of a 25-subject scan-rescan study of patients with advanced solid tumors located in either the lungs or the liver. The parameters of interest in this study are the volume transfer constant between arterial plasma and extracellular extravascular space (Ktrans) and the blood-normalized initial area under the tumor enhancement curve over the first 90 seconds postinjection (IAUCBN90). RESULTS: The use of a data-derived AIF reduces the visit-to-visit CV in both parameters for liver lesions by approximately 70% while the improvement is less than 20% for lung lesions. CONCLUSION: The use of a data-derived AIF in the analysis of DCE-MRI data provides a substantial reduction in scan-rescan CV in the measurement of vascular parameters such as Ktrans and IAUCBN90. These results show a much larger advantage in the liver than in the lungs. However, this difference is largely driven by a small number of outliers, and may be spurious.


Assuntos
Algoritmos , Interpretação de Imagem Assistida por Computador/métodos , Neoplasias Hepáticas/diagnóstico , Neoplasias Pulmonares/diagnóstico , Imageamento por Ressonância Magnética/métodos , Modelos Biológicos , Imagem de Perfusão/métodos , Simulação por Computador , Feminino , Humanos , Aumento da Imagem/métodos , Masculino , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Adulto Jovem
10.
Expert Opin Drug Discov ; 2(11): 1477-85, 2007 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-23484599

RESUMO

The numbers of both large- and small-molecule drug candidates have increased substantially over the past decade, while overall and late-stage failure rates have hovered around 80 and 50% respectively. The corresponding rise in research and development expenditures relative to numbers of approved drugs has made it increasingly apparent that new methods are needed to assess potential efficacy in the earliest stages of drug development. It is generally not possible to power early-phase trials sufficiently to demonstrate efficacy using clinical end points. However, functional imaging techniques can often provide both the sensitivity to treatment effects and high reproducibility necessary to obtain statistically supportable evidence of treatment effect, even in relatively small Phase I trials. This article examines both the benefits and potential pitfalls associated with the inclusion of functional and molecular imaging in the drug development process.

11.
J Clin Oncol ; 23(24): 5464-73, 2005 Aug 20.
Artigo em Inglês | MEDLINE | ID: mdl-16027440

RESUMO

PURPOSE: Identifying suitable markers of biologic activity is important when assessing novel compounds such as angiogenesis inhibitors to optimize the dose and schedule of therapy. Here we present the pharmacodynamic response to acute dosing of AG-013736 measured by dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI). PATIENTS AND METHODS: Thirty-six patients with advanced solid tumors were treated with various doses of AG-013736. In addition to standard measures of objective disease response and pharmacokinetic analysis, DCE-MRI scans were acquired at baseline and repeated at cycle 1--day 2 after the scheduled morning dose of the AG-013736 in 26 patients. Indicators of a vascular response, such as the volume transfer constant (K(trans)) and initial area under the curve (IAUC), were calculated to assess the effect of treatment on tumor vascular function. RESULTS: Evaluable vascular response data were obtained in 17 (65%) of 26 patients. A linear correlation was found in which the percentage change from baseline to day 2 in K(trans) and IAUC was inversely proportional to AG-013736 exposure. Using a conservative a priori assumption that a > or = 50% decrease in K(trans) was indicative of an objective vascular response, a 50% decrease in K(trans) was achieved and corresponded to a plasma AUC(0-24) of > 200 ng . h/mL. CONCLUSION: A sufficient decrease in tumor vascular parameters was observed at a dose chosen for additional phase II testing by conventional toxicity criteria. In addition, the day 2 vascular response measured using DCE-MRI seems to be a useful indicator of drug pharmacology, and additional research is needed to determine if it is a suitable marker for predicting clinical activity.


Assuntos
Inibidores da Angiogênese/administração & dosagem , Imageamento por Ressonância Magnética , Neoplasias/tratamento farmacológico , Neovascularização Patológica/tratamento farmacológico , Administração Oral , Adulto , Idoso , Inibidores da Angiogênese/farmacocinética , Área Sob a Curva , Meios de Contraste/administração & dosagem , Esquema de Medicação , Feminino , Gadolínio DTPA , Humanos , Masculino , Pessoa de Meia-Idade , Neoplasias/sangue , Valor Preditivo dos Testes , Resultado do Tratamento
12.
Artigo em Inglês | MEDLINE | ID: mdl-16685877

RESUMO

A method is presented for the calculation of perfusion parameters in dynamic contrast enhanced MRI. This method requires identification of enhancement curves for both tumor tissue and plasma. Inter-operator variability in the derived rate constant between plasma and extra-cellular extra-vascular space is assessed in both canine and human subjects using semi-automated tumor margin identification with both manual and automated arterial input function (AIF) identification. Experimental results show a median coefficient of variability (CV) for parameter measurement with manual AIF identification of 21.5% in canines and 11% in humans, with a median CV for parameter measurement with automated AIF identification of 6.7% in canines and 6% in humans.


Assuntos
Meios de Contraste , Interpretação de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Neoplasias Mamárias Animais/irrigação sanguínea , Neoplasias Mamárias Animais/diagnóstico , Neovascularização Patológica/diagnóstico , Reconhecimento Automatizado de Padrão/métodos , Animais , Inteligência Artificial , Cães , Humanos , Aumento da Imagem/métodos , Imageamento Tridimensional/métodos , Variações Dependentes do Observador , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
13.
J Magn Reson Imaging ; 17(3): 300-8, 2003 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-12594719

RESUMO

PURPOSE: To evaluate the accuracy, reproducibility, and speed of two semiautomated methods for quantifying total white matter lesion burden in multiple sclerosis (MS) patients with respect to manual tracing and to other methods presented in recent literature. MATERIALS AND METHODS: Two methods involving the use of MRI for semiautomated quantification of total lesion burden in MS patients were examined. The first method, geometrically constrained region growth (GEORG), requires user specification of lesion location. The second technique, directed multispectral segmentation (DMSS), requires only the location of a single exemplar lesion. Test data sets included both clinical MS data and MS brain phantoms. RESULTS: The mean processing times were 60 minutes for manual tracing, 10 minutes for region growth, and 3 minutes for directed segmentation. Intra- and interoperator coefficients of variation (CVs) were 5.1% and 16.5% for manual tracing, 1.4% and 2.3% for region growth, and 1.5% and 5.2% for directed segmentation. The average deviations from manual tracing were 9% for region growth and 5.7% for directed segmentation. CONCLUSION: Both semiautomated methods were shown to have a significant advantage over manual tracing in terms of speed and precision. The accuracy of both methods was acceptable, given the high variability of the manual results.


Assuntos
Neoplasias Encefálicas/patologia , Encéfalo/patologia , Processamento de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Esclerose Múltipla/patologia , Algoritmos , Humanos , Processamento de Imagem Assistida por Computador/estatística & dados numéricos , Imageamento por Ressonância Magnética/estatística & dados numéricos , Variações Dependentes do Observador , Imagens de Fantasmas , Reprodutibilidade dos Testes , Fatores de Tempo
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