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1.
J Biomed Sci ; 28(1): 42, 2021 Jun 07.
Artigo em Inglês | MEDLINE | ID: mdl-34098949

RESUMO

BACKGROUND: The evolution of cartilage degeneration is still not fully understood, partly due to its thinness, low radio-opacity and therefore lack of adequately resolving imaging techniques. X-ray phase-contrast imaging (X-PCI) offers increased sensitivity with respect to standard radiography and CT allowing an enhanced visibility of adjoining, low density structures with an almost histological image resolution. This study examined the feasibility of X-PCI for high-resolution (sub-) micrometer analysis of different stages in tissue degeneration of human cartilage samples and compare it to histology and transmission electron microscopy. METHODS: Ten 10%-formalin preserved healthy and moderately degenerated osteochondral samples, post-mortem extracted from human knee joints, were examined using four different X-PCI tomographic set-ups using synchrotron radiation the European Synchrotron Radiation Facility (France) and the Swiss Light Source (Switzerland). Volumetric datasets were acquired with voxel sizes between 0.7 × 0.7 × 0.7 and 0.1 × 0.1 × 0.1 µm3. Data were reconstructed by a filtered back-projection algorithm, post-processed by ImageJ, the WEKA machine learning pixel classification tool and VGStudio max. For correlation, osteochondral samples were processed for histology and transmission electron microscopy. RESULTS: X-PCI provides a three-dimensional visualization of healthy and moderately degenerated cartilage samples down to a (sub-)cellular level with good correlation to histologic and transmission electron microscopy images. X-PCI is able to resolve the three layers and the architectural organization of cartilage including changes in chondrocyte cell morphology, chondrocyte subgroup distribution and (re-)organization as well as its subtle matrix structures. CONCLUSIONS: X-PCI captures comprehensive cartilage tissue transformation in its environment and might serve as a tissue-preserving, staining-free and volumetric virtual histology tool for examining and chronicling cartilage behavior in basic research/laboratory experiments of cartilage disease evolution.


Assuntos
Cartilagem Articular/diagnóstico por imagem , Microscopia de Contraste de Fase/métodos , Osteoartrite/diagnóstico por imagem , Tomografia Computadorizada por Raios X/métodos , Idoso , Idoso de 80 Anos ou mais , Cartilagem Articular/patologia , Feminino , Humanos , Masculino , Osteoartrite/etiologia , Osteoartrite/patologia
2.
AJR Am J Roentgenol ; 210(6): 1317-1322, 2018 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-29629804

RESUMO

OBJECTIVE: The aim of this study was to quantitatively assess hyaline cartilage and subchondral bone conditions in a fully preserved cadaveric human knee joint using high-resolution x-ray propagation-based phase-contrast imaging (PBI) CT and to compare the performance of the new technique with conventional CT and MRI. MATERIALS AND METHODS: A cadaveric human knee was examined using an x-ray beam of 60 keV, a detector with a 90-mm2 FOV, and a pixel size of 46 × 46 µm2. PBI CT images were reconstructed with both the filtered back projection algorithm and the equally sloped tomography method. Conventional 3-T MRI and CT were also performed. Measurements of cartilage thickness, cartilage lesions, International Cartilage Repair Society scoring, and detection of subchondral bone changes were evaluated. Visual inspection of the specimen akin to arthroscopy was conducted and served as a standard of reference for lesion detection. RESULTS: Loss of cartilage height was visible on PBI CT and MRI. Quantification of cartilage thickness showed a strong correlation between the two modalities. Cartilage lesions appeared darker than the adjacent cartilage on PBI CT. PBI CT showed similar agreement to MRI for depicting cartilage substance defects or lesions compared with the visual inspection. The assessment of subchondral bone cysts showed moderate to strong agreement between PBI CT and CT. CONCLUSION: In contrast to the standard clinical methods of MRI and CT, PBI CT is able to simultaneously depict cartilage and bony changes at high resolution. Though still an experimental technique, PBI CT is a promising high-resolution imaging method to evaluate comprehensive changes of osteoarthritic disease in a clinical setting.


Assuntos
Doenças das Cartilagens/diagnóstico por imagem , Cartilagem Articular/diagnóstico por imagem , Articulação do Joelho/diagnóstico por imagem , Algoritmos , Cadáver , Doenças das Cartilagens/patologia , Cartilagem Articular/patologia , Humanos , Articulação do Joelho/patologia , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Tomografia Computadorizada por Raios X/métodos
3.
Opt Express ; 23(10): 13294-308, 2015 May 18.
Artigo em Inglês | MEDLINE | ID: mdl-26074580

RESUMO

The phase retrieval problem can be reduced to the second order partial differential equation. In order to retrieve the absolute values of the X-ray phase and to minimize the reconstruction artifacts we defined the mixed inhomogeneous boundary condition using available a priori information about the sample. Finite element technique was used to solve the boundary value problem. The approach is validated on numerical and experimental phantoms. In order to demonstrate a possible application of the method, we have processed an entire tomographic set of differential phase images and estimated the magnitude of the refractive index decrement for some tissues inside complex biomedical samples.

4.
Eur Radiol ; 25(6): 1731-41, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25595640

RESUMO

OBJECTIVES: To implement a novel voxel-based technique to identify statistically significant local cartilage deformation and analyze in-vivo topographic knee cartilage deformation patterns using a voxel-based thickness map approach for high-flexion postures. METHODS: Sagittal 3T 3D-T1w-FLASH-WE-sequences of 10 healthy knees were acquired before and immediately after loading (kneeling/squatting/heel sitting/knee bends). After cartilage segmentation, 3D-reconstruction and 3D-registration, colour-coded deformation maps were generated by voxel-based subtraction of loaded from unloaded datasets to visualize cartilage thickness changes in all knee compartments. RESULTS: Compression areas were found bifocal at the peripheral medial/caudolateral patella, both posterior femoral condyles and both anterior/central tibiae. Local cartilage thickening were found adjacent to the compression areas. Significant local strain ranged from +13 to -15 %. Changes were most pronounced after squatting, least after knee bends. Shape and location of deformation areas varied slightly with the loading paradigm, but followed a similar pattern consistent between different individuals. CONCLUSIONS: Voxel-based deformation maps identify individual in-vivo load-specific and posture-associated strain distribution in the articular cartilage. The data facilitate understanding individual knee loading properties and contribute to improve biomechanical 3 models. They lay a base to investigate the relationship between cartilage degeneration patterns in common osteoarthritis and areas at risk of cartilage wear due to mechanical loading in work-related activities. KEY POINTS: • 3D MRI helps differentiate true knee-cartilage deformation from random measurement error • 3D MRI maps depict in vivo topographic distribution of cartilage deformation after loading • 3D MRI maps depict in vivo intensity of cartilage deformation after loading • Locating cartilage contact areas might aid differentiating common and work-related osteoarthritis.


Assuntos
Cartilagem Articular/fisiologia , Exercício Físico/fisiologia , Articulação do Joelho/fisiologia , Adulto , Feminino , Fêmur/fisiologia , Humanos , Imageamento Tridimensional , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Osteoartrite do Joelho/diagnóstico , Osteoartrite do Joelho/fisiopatologia , Patela/fisiologia , Postura , Amplitude de Movimento Articular/fisiologia , Tíbia/fisiologia , Suporte de Carga/fisiologia
5.
Semin Musculoskelet Radiol ; 19(4): 321-7, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-26583360

RESUMO

Three-dimensional (3D) turbo-spin echo (TSE) sequences have outgrown the stage of mere sequence optimization and by now are clinically applicable. Image blurring and acquisition times have been reduced, and contrast for T1-, T2-, and moderately T2-weighted (or intermediate-weighted) fat-suppressed variants has been optimized. Data on sound-to-noise ratio efficiency and contrast are available for moderately T2-weighted fat-saturated sequence protocols. The 3-T MRI scanners help to better exploit isotropic spatial resolution and multiplanar reformatting. Imaging times range from 5 to 10 minutes, and they are shorter than the cumulative acquisition times of three separate orthogonal two-dimensional (2D) sequences. Recent suggestions go beyond secondary reformations by using online 3D rendering for image evaluation. Comparative clinical studies indicate that the diagnostic performance of 3D TSE for imaging of internal derangements of joints is at least comparable with conventional 2D TSE with potential advantages of 3D TSE for small highly curved structures. But such studies, especially those with direct arthroscopic correlation, are still sparse. Whether 3D TSE will succeed in entering clinical routine imaging on a broader scale will depend on further published clinical evidence, on further reduction of imaging time, and on improvement of its integration into daily practice.


Assuntos
Interpretação de Imagem Assistida por Computador , Imageamento Tridimensional , Imageamento por Ressonância Magnética , Doenças Musculoesqueléticas/patologia , Humanos
6.
Knee Surg Sports Traumatol Arthrosc ; 22(6): 1329-36, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-23455387

RESUMO

PURPOSE: Graft hypertrophy is a major complication in the treatment for localized cartilage defects with autologous chondrocyte implantation (ACI) using periosteal flap and its further development, Novocart (a matrix-based ACI procedure). The aim of the present study is to investigate individual criteria for the development of graft hypertrophy by NOVOCART 3D implantation of the knee in the post-operative course of 2 years. METHODS: Forty-one consecutive patients with 44 isolated cartilage defects of the knee were treated with NOVOCART 3D implants. Individual criteria and defect-associated criteria were collected. Follow-up MRIs were performed at 3, 6, 12 and 24 months. The NOVOCART 3D implants were measured and classified. The modified MOCART Score was used to evaluate quality and integration of the NOVOCART 3D implants in MRI. RESULTS: Graft hypertrophy was observed in a total of 11 patients at all post-operative time points. We were able to show that NOVOCART 3D implantation of cartilage defects after acute trauma and osteochondritis dissecans (OCD) led to a significantly increased proportion of graft hypertrophy. No other individual criteria (age, gender, BMI) or defect-associated criteria (concomitant surgery, second-line treatment, defect size, fixation technique) showed any influence on the development of graft hypertrophy. The modified MOCART Score results revealed a significant post-operative improvement within 2 years. CONCLUSION: The aetiology of cartilage defects appears to have a relevant influence for the development of graft hypertrophy. Patients, who were treated with NOVOCART 3D implants after an acute event (acute trauma or OCD), are especially at risk for developing a graft hypertrophy in the post-operative course of two years. LEVEL OF EVIDENCE: Case series, Level IV.


Assuntos
Condrócitos/transplante , Artropatias/cirurgia , Articulação do Joelho/cirurgia , Transplante Autólogo/efeitos adversos , Adulto , Idoso , Feminino , Seguimentos , Humanos , Hipertrofia , Artropatias/etiologia , Masculino , Pessoa de Meia-Idade , Adulto Jovem
7.
Radiologie (Heidelb) ; 64(2): 125-133, 2024 Feb.
Artigo em Alemão | MEDLINE | ID: mdl-37819397

RESUMO

CLINICAL ISSUE: Calcific tendinitis (TC) is a common-usually self-limiting-musculoskeletal disease, histopathologically characterized by both deposition and subsequent inflammatory breakdown of calcium crystals in tendons. The disease can cause acute, sometimes excruciating pain and restricted movement in the shoulder joint. Furthermore, 10-30% of patients have a complicated course of the disease. STANDARD RADIOLOGICAL METHODS: Imaging-based assessment by X­ray and ultrasound is required to establish the initial diagnosis and differential diagnosis as well as for follow-up. METHODOLOGICAL INNOVATIONS: Magnetic resonance imaging (MRI) and, to a lesser degree, computed tomography (CT) complete the imaging work-up for establishing differential diagnoses and detecting complications. PRACTICAL RECOMMENDATIONS: The combined evaluation of clinical symptoms and imaging findings is crucial to assess prognosis, plan therapy and detect potential complications. This article provides an overview of imaging-based morphology as related to the different stages of TC, relevant complications and potential pitfalls with respect to comorbidities and differential diagnoses.


Assuntos
Articulação do Ombro , Tendinopatia , Humanos , Tendinopatia/diagnóstico por imagem , Tendinopatia/terapia , Tendões , Dor/etiologia , Radiografia
8.
Front Oncol ; 14: 1352538, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38884077

RESUMO

Background: The study aimed to compare and correlate morphological and functional parameters in pancreatic neuroendocrine tumors (pNET) and their synchronous liver metastases (NELM), while also assessing prognostic imaging parameters. Methods: Patients with G1/G2 pNET and synchronous NELM underwent pretherapeutic abdominal MRI with DWI and 68Ga-DOTATATE/TOC PET/CT were included. ADC (mean, min), SNR_art and SNT_T2 (SNR on arterial phase and on T2) and SUV (max, mean) for three target NELM and pNET, as well as tumor-free liver and spleen (only in PET/CT) were measured. Morphological parameters including size, location, arterial enhancement, cystic components, T2-hyperintensity, ductal dilatation, pancreatic atrophy, and vessel involvement were noted. Response evaluation used progression-free survival (PFS) with responders (R;PFS>24 months) and non-responders (NR;PFS ≤ 24 months). Results: 33 patients with 33 pNETs and 95 target NELM were included. There were no significant differences in ADC and SUV values between NELM and pNET. 70% of NELM were categorized as hyperenhancing lesions, whereas the pNETs exhibited significantly lower rate (51%) of hyperenhancement (p<0.01) and significant lower SNR_art. NELM were qualitatively and quantitatively (SNR_T2) significantly more hyperintense on T2 compared to pNET (p=0.01 and p<0.001). NELM of R displayed significantly lower ADCmean value in comparison to the ADC mean value of pNET (0.898 versus 1.037x10-3mm²/s,p=0.036). In NR, T2-hyperintensity was notably higher in NELM compared to pNET (p=0.017). The hepatic tumor burden was significantly lower in the R compared to the NR (10% versus 30%). Conclusions: Arterial hyperenhancement and T2-hyperintensity differ between synchronous NELM and pNET. These findings emphasize the importance of a multifaceted approach to imaging and treatment planning in patients with these tumors as well as in predicting treatment responses.

9.
Eur Radiol ; 23(7): 1773-84, 2013 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-23494493

RESUMO

OBJECTIVES: Multifocal musculoskeletal inflammation is common in ankylosing spondylitis (AS) and is effectively treated by expensive anti-TNF (tumour necrosis factor) therapy. This study evaluated assessment of response by whole-body (WB) MRI compared with clinical assessment in AS patients during etanercept therapy. METHODS: Ten patients with AS underwent a 12-month therapy with etanercept. Clinical markers were monitored [Bath Ankylosing Spondylitis Disease Activity Index (BASDAI) and C-reactive protein (CRP)] and patients underwent WBMRI (1.5 T, STIR and T1-weighted) at three different time points (0, 26 and 52 weeks). WBMRI was evaluated and correlated with clinical scores. RESULTS: The BASDAI index decreased under therapy from 5.5 ± 0.5 (week 0) to 1.7 ± 0.5 (week 52, P < 0.05). CRP declined from 15.7 ± 2.2 mg/dl (week 0) to 0.9 ± 0.9 mg/dl (week 52, P < 0.05). In WBMRI, the sum of all lesions showed a significant decrease from week 0 (38.9 ± 3.4) to week 52 (2.2 ± 0.9, 94.3 % reduction). WBMRI detected more areas of synovitis and enthesitis than clinical examination alone. CONCLUSIONS: AS activity significantly decreased under etanercept therapy, which was proven by clinical examination and WBMRI. WBMRI detected more inflammatory lesions than clinical examination alone. The results suggest that WBMRI improves the detection of inflammatory changes and the assessment of their course under therapy. KEY POINTS: • Multifocal musculoskeletal inflammation in AS is effectively treated by anti-TNF therapy. • Inflammatory lesions can be assessed by clinical examination and whole-body MRI. • AS activity significantly decreased under therapy as shown by WBMRI/clinical examination. • WBMRI detected more inflammatory lesions than clinical examination alone. • WBMRI improves detection of inflammatory changes and may help evaluation of therapy.


Assuntos
Imageamento por Ressonância Magnética/métodos , Espondilite Anquilosante/terapia , Fator de Necrose Tumoral alfa/antagonistas & inibidores , Adulto , Proteína C-Reativa/metabolismo , Etanercepte , Feminino , Humanos , Imunoglobulina G/administração & dosagem , Fatores Imunológicos/uso terapêutico , Inflamação , Masculino , Pessoa de Meia-Idade , Receptores do Fator de Necrose Tumoral/administração & dosagem , Sinovite/diagnóstico , Fatores de Tempo , Resultado do Tratamento , Imagem Corporal Total/métodos
10.
Radiologie (Heidelb) ; 63(4): 241-248, 2023 Apr.
Artigo em Alemão | MEDLINE | ID: mdl-36877296

RESUMO

BACKGROUND: Acute and chronic cartilage injuries are often encountered in professional and recreational athletes. They can compromise the athlete's performance and career and are considered a potential risk factor for early joint degeneration. OBJECTIVES: Incidence of cartilage injury in athletes, understanding of cartilage composition, injury mechanism and suitable diagnostic imaging are summarized and established therapeutic procedures, postoperative imaging including detection of relevant complications and assessment of reasonable indications for follow-up examinations are described. METHODS: Original research and review articles were analyzed. RESULTS: Cartilage injury can mimic meniscal or ligamentous injury and cannot be ruled out by clinical examination alone. Magnetic resonance imaging (MRI) is the method of choice to (1) detect (sensitivity 87-93%, specificity 94-99%) and grade cartilage lesions to facilitate choice of therapy and (2) to exclude concomitant injuries that require treatment to improve the prognosis of the chosen cartilage therapy. Postoperatively MRI allows noninvasive assessment of the repaired cartilage tissue and is an appropriate method to detect therapeutically relevant complications. CONCLUSIONS: Knowledge of mechanisms and appearance of cartilage injuries, current cartilage repair techniques and their imaging is crucial for the medical care of athletes.


Assuntos
Doenças das Cartilagens , Cartilagem Articular , Traumatismos do Joelho , Humanos , Cartilagem Articular/diagnóstico por imagem , Cartilagem Articular/cirurgia , Cartilagem Articular/lesões , Articulação do Joelho/patologia , Articulação do Joelho/cirurgia , Traumatismos do Joelho/diagnóstico por imagem , Traumatismos do Joelho/cirurgia , Doenças das Cartilagens/diagnóstico por imagem , Doenças das Cartilagens/cirurgia , Atletas
11.
Radiology ; 262(2): 550-9, 2012 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-22106350

RESUMO

PURPOSE: To investigate technical feasibility, test-retest reproducibility, and the ability to differentiate healthy subjects from subjects with osteoarthritis (OA) with diffusion-tensor (DT) imaging parameters and T2 relaxation time. MATERIALS AND METHODS: This study was approved by the institutional review board and was HIPAA compliant. All subjects provided written informed consent. DT imaging parameters and T2 (resolution=0.6×0.6×2 mm) of patellar cartilage were measured at 7.0 T in 16 healthy volunteers and 10 patients with OA with subtle inhomogeneous signal intensity but no signs of cartilage erosion at clinical magnetic resonance (MR) imaging. Ten volunteers were imaged twice to determine test-retest reproducibility. After cartilage segmentation, maps of mean apparent diffusion coefficient (ADC), fractional anisotropy (FA), and T2 relaxation time were calculated. Differences for ADC, FA, and T2 between the healthy and OA populations were assessed with nonparametric tests. The ability of each MR imaging parameter to help discriminate healthy subjects from subjects with OA was assessed by using receiver operating characteristic curve analysis. RESULTS: Test-retest reproducibility was better than 10% for mean ADC (8.1%), FA (9.7%), and T2 (5.9%). Mean ADC and FA differed significantly (P<.01) between the OA and healthy populations, but T2 did not. For ADC, the optimal threshold to differentiate both populations was 1.2×10(-3) mm2/sec, achieving specificity of 1.0 (16 of 16) and sensitivity of 0.80 (eight of 10). For FA, the optimal threshold was 0.25, yielding specificity of 0.88 (14 of 16) and sensitivity of 0.80 (eight of 10). T2 showed poor differentiation between groups (optimal threshold=22.9 msec, specificity=0.69 [11 of 16], sensitivity=0.60 [six of 10]). CONCLUSION: In vivo DT imaging of patellar cartilage is feasible, has good test-retest reproducibility, and may be accurate in discriminating healthy subjects from subjects with OA. ADC and FA are two promising biomarkers for early OA.


Assuntos
Cartilagem Articular/patologia , Imagem de Difusão por Ressonância Magnética/métodos , Osteoartrite do Joelho/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Viabilidade , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
12.
Semin Musculoskelet Radiol ; 15(3): 221-37, 2011 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-21644196

RESUMO

Orthopedic surgeons have multiple options available to treat articular cartilage lesions, including microfracture, osteochondral autografting, and autologous chondrocyte implantation. By having basic knowledge of these surgical procedures, radiologists can more accurately interpret imaging studies obtained after surgery. In this article, we briefly review the different types of cartilage repair procedures, their appearance on magnetic resonance imaging (MRI), and pathologic MRI findings associated with postoperative complications. We also briefly discuss advanced MRI techniques (T2 mapping, delayed gadolinium-enhanced MRI of cartilage, sodium MRI) that have been recently used to assess the biochemical composition of repair tissue matrix. MRI can accurately assess the status and health of cartilage repair tissue. By providing this information to orthopedic surgeons, radiologists can play a valuable role in the management of patients who undergo cartilage repair surgery.


Assuntos
Medula Óssea/patologia , Cartilagem Articular/cirurgia , Traumatismos do Joelho/cirurgia , Articulação do Joelho/cirurgia , Imageamento por Ressonância Magnética/métodos , Procedimentos Ortopédicos/métodos , Cartilagem Articular/patologia , Meios de Contraste , Gadolínio , Humanos , Aumento da Imagem/métodos , Traumatismos do Joelho/patologia , Articulação do Joelho/patologia , Complicações Pós-Operatórias/patologia , Transplante Autólogo/métodos
13.
Knee Surg Sports Traumatol Arthrosc ; 19(11): 1920-4, 2011 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-21541709

RESUMO

PURPOSE: The discoid meniscus is a common meniscal anomaly. Symptomatic discoid menisci treated by arthroscopic surgery were examined preoperatively and postoperatively by magnetic resonance imaging (MRI). Aim of this study was to quantify the amount of meniscal resection when treating discoid meniscus in children by partial meniscectomy. The hypothesis was that partial meniscectomy left sufficient amounts of meniscal tissue. METHODS: A quantitative evaluation of meniscal size comparing preoperative and postoperative data after partial meniscectomy was performed by MRI (n = 6). The anteroposterior meniscal diameter and anterior and posterior thickness were measured. The relative postoperative thickness to preoperative thickness was defined. All patients were graded according to Lysholm score and Ikeuchi knee scale. RESULTS: The quantitative MRI evaluation showed a pronounced reduction of the anteroposterior meniscal diameter (42%) and anterior thickness (41%) after partial meniscectomy, whereas the posterior thickness showed a mean increase of 50%. According to Ikeuchi, all clinical postoperative findings were excellent and displayed an increase in Lysholm score. CONCLUSIONS: MRI findings showed that the amount of remaining tissue after partial meniscectomy was smaller than aspired. Especially in the anterior joint, the final size of remaining meniscal tissue was overestimated intraoperatively. It may be concluded that in arthroscopic partial meniscectomy, the final meniscal size, especially in the anterior part of the joint, is difficult to assess. As it is known that the extent of meniscal resection plays a crucial role in the clinical course of discoid menisci, these data claim retentiveness in resecting meniscal tissue.


Assuntos
Artroscopia/métodos , Imageamento por Ressonância Magnética , Meniscos Tibiais/anormalidades , Meniscos Tibiais/cirurgia , Adolescente , Feminino , Humanos , Masculino , Resultado do Tratamento
14.
Magn Reson Med ; 63(1): 181-93, 2010 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-19859960

RESUMO

T2 relaxation time is a promising MRI parameter for the detection of cartilage degeneration in osteoarthritis. However, the accuracy and precision of the measured T2 may be substantially impaired by the low signal-to-noise ratio of images available from clinical examinations. The purpose of this work was to assess the accuracy and precision of the traditional fit methods (linear least-squares regression and nonlinear fit to an exponential) and two new noise-corrected fit methods: fit to a noise-corrected exponential and fit of the noise-corrected squared signal intensity to an exponential. Accuracy and precision have been analyzed in simulations, in phantom measurements, and in seven repetitive acquisitions of the patellar cartilage in six healthy volunteers. Traditional fit methods lead to a poor accuracy for low T2, with overestimations of the exact T2 up to 500%. The noise-corrected fit methods demonstrate a very good accuracy for all T2 values and signal-to-noise ratio. Even more, the fit to a noise-corrected exponential results in precisions comparable to the best achievable precisions (Cramér-Rao lower bound). For in vivo images, the traditional fit methods considerably overestimate T2 near the bone-cartilage interface. Therefore, using an adequate fit method may substantially improve the sensitivity of T2 to detect pathology in cartilage and change in T2 follow-up examinations.


Assuntos
Algoritmos , Artefatos , Cartilagem Articular/anatomia & histologia , Aumento da Imagem/métodos , Interpretação de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Humanos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
15.
J Magn Reson Imaging ; 31(2): 490-501, 2010 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-20099364

RESUMO

PURPOSE: To retrospectively assess an improved quantitative methodology with separate assessment of perfusion and permeability for characterization of primary renal cell carcinoma (RCC) and monitoring antiangiogenic treatment. MATERIALS AND METHODS: Fifteen RCC patients before surgery, 6 RCC patients before and after neoadjuvant antiangiogenic therapy, and 15 patients without renal disease underwent dynamic contrast-enhanced (DCE)-MRI of the kidney with integrated retrospective respiratory triggering and an individual arterial input function. Tracer kinetic analysis was performed with a two-compartment-filtration-model for the kidney data and a two-compartment-exchange-model for the tumor data, providing four independent parameters: the perfusion-parameters plasma flow (F(P)) and plasma volume (V(P)), and the permeability-parameters extraction flow (F(E)) and extravascular-extracellular volume (V(E)). RESULTS: In tumors F(P) and F(E) were significantly lower than in normal kidneys. Tracer kinetic analysis displayed hemodynamic alteration caused by vessel infiltration or necrosis. Papillary RCC could be differentiated from clear-cell variants by a distinct perfusion pattern. In antiangiogenically treated RCC V(E) was not significantly decreased, while the perfusion parameters V(P) and F(P) were significantly diminished. CONCLUSION: DCE-MRI with integrated motion compensation enables evaluation of primary RCC and detects distinct perfusion patterns. Quantification with a two-compartment-exchange-model produces a separate perfusion- and permeability characterization and may become a diagnostic tool to monitor antiangiogenic treatment.


Assuntos
Carcinoma de Células Renais/diagnóstico , Carcinoma de Células Renais/fisiopatologia , Neoplasias Renais/diagnóstico , Neoplasias Renais/fisiopatologia , Imageamento por Ressonância Magnética/métodos , Velocidade do Fluxo Sanguíneo , Carcinoma de Células Renais/terapia , Humanos , Neoplasias Renais/terapia , Permeabilidade , Projetos Piloto
16.
Sci Rep ; 10(1): 20007, 2020 11 17.
Artigo em Inglês | MEDLINE | ID: mdl-33203975

RESUMO

We applied transfer learning using Convolutional Neuronal Networks to high resolution X-ray phase contrast computed tomography datasets and tested the potential of the systems to accurately classify Computed Tomography images of different stages of two diseases, i.e. osteoarthritis and liver fibrosis. The purpose is to identify a time-effective and observer-independent methodology to identify pathological conditions. Propagation-based X-ray phase contrast imaging WAS used with polychromatic X-rays to obtain a 3D visualization of 4 human cartilage plugs and 6 rat liver samples with a voxel size of 0.7 × 0.7 × 0.7 µm3 and 2.2 × 2.2 × 2.2 µm3, respectively. Images with a size of 224 × 224 pixels are used to train three pre-trained convolutional neuronal networks for data classification, which are the VGG16, the Inception V3, and the Xception networks. We evaluated the performance of the three systems in terms of classification accuracy and studied the effect of the variation of the number of inputs, training images and of iterations. The VGG16 network provides the highest classification accuracy when the training and the validation-test of the network are performed using data from the same samples for both the cartilage (99.8%) and the liver (95.5%) datasets. The Inception V3 and Xception networks achieve an accuracy of 84.7% (43.1%) and of 72.6% (53.7%), respectively, for the cartilage (liver) images. By using data from different samples for the training and validation-test processes, the Xception network provided the highest test accuracy for the cartilage dataset (75.7%), while for the liver dataset the VGG16 network gave the best results (75.4%). By using convolutional neuronal networks we show that it is possible to classify large datasets of biomedical images in less than 25 min on a 8 CPU processor machine providing a precise, robust, fast and observer-independent method for the discrimination/classification of different stages of osteoarthritis and liver diseases.


Assuntos
Cartilagem/patologia , Hepatopatias/patologia , Animais , Aprendizado de Máquina , Masculino , Redes Neurais de Computação , Osteoartrite/patologia , Ratos , Ratos Endogâmicos Lew , Tomografia Computadorizada por Raios X/métodos , Raios X
17.
Eur Radiol ; 19(11): 2771-8, 2009 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-19504106

RESUMO

The purpose of this study was to establish and evaluate contrast-enhanced MR-lymphangiography (MRL) at 3.0 T for detection and visualization of abnormalities of the peripheral lymphatic system. Sixteen patients were examined with a highly resolved isotropic T1w-3D-GRE-(FLASH) sequence (TR 3.76 ms/TE 1.45 ms/FA 30 degrees /voxel-size 0.8 x 0.8 x 0.8 mm(3)) at 3T after intracutaneous injection of gadolinium-diethylene-triamine-pentaacetic-acid. Two radiologists evaluated overall image quality, contrast between lymph vessels and background tissue, venous contamination, visualized levels, and fat-saturation-homogeneity on 3D maximum-intensity projections. Overall image quality was good to excellent, and all examinations were diagnostic except one, where contrast medium was injected subcutaneously instead of intracutaneously. Overall image quality was good to excellent in 12/16 cases, depiction of lymph vessels was good to excellent in 15/16 cases. Venous contamination was always present, but diagnostically problematical in only one case. Instant lymphatic drainage was observed in unaffected extremities, reaching the pelvic level after approximately 10 min. Lymphatic drainage was considerably delayed in lymphedematous extremities. Ectatic lymph vessels, entrapment, and diffuse drainage of contrast medium correlated with impaired lymphatic drainage. In conclusion, MRL at 3.0 T provides very high spatial resolution and anatomical detail of normal and abnormal peripheral lymph vessels. MRL may thus become a valuable tool for microsurgical treatment planning and monitoring.


Assuntos
Vasos Linfáticos/patologia , Linfedema/patologia , Linfocele/patologia , Linfografia/métodos , Imageamento por Ressonância Magnética/métodos , Adulto , Meios de Contraste/farmacologia , Estudos de Viabilidade , Feminino , Gadolínio DTPA/farmacologia , Humanos , Linfonodos/patologia , Linfedema/diagnóstico , Linfocele/diagnóstico , Masculino , Pessoa de Meia-Idade , Reprodutibilidade dos Testes
18.
MAGMA ; 22(4): 229-39, 2009 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-19337766

RESUMO

OBJECT: T2 relaxation time is a promising MRI parameter for the early diagnosis and follow-up of osteoarthritis. Assessing the evolution of osteoarthritis needs exact comparison of datasets acquired at different times and knowledge of the T2 reproducibility. The aims of this work were to establish a method for voxel-wise comparison of T2 datasets and to assess voxel-based T2 reproducibility in healthy patellar cartilage. MATERIALS AND METHODS: A new rigid 3D-registration algorithm was developed. The precision of the registration algorithm was calculated with numerical simulations and in vitro measurements. In vivo T2 reproducibility was assessed in six volunteers measured at seven different times. The voxel-based reproducibility was characterized with the coefficient of variation (CV) of T2, and its regional variations were analyzed. RESULTS: The registration algorithm showed an average registration precision lower than 25% of the voxel size. In vivo voxel-based T2 reproducibility exhibited a median CV of 10.1%. Reproducibility showed significant regional differences. Largest CVs (15.4%) were found near the articular surface. The central regions showed the lowest CVs (7.2%) and the lateral regions intermediate CVs (11.2%). CONCLUSION: Using a rigid 3D-registration algorithm provides voxel-based T2 reproducibility errors comparable to former, 2D region-based approaches, thus opening the possibility of voxel-based monitoring of cartilage degradation in osteoarthritis.


Assuntos
Imageamento Tridimensional/métodos , Imageamento por Ressonância Magnética/métodos , Osteoartrite do Joelho/diagnóstico , Patela/patologia , Adulto , Algoritmos , Cartilagem Articular/patologia , Simulação por Computador , Feminino , Humanos , Processamento de Imagem Assistida por Computador/métodos , Masculino , Modelos Estatísticos , Osteoartrite do Joelho/patologia
19.
Knee Surg Sports Traumatol Arthrosc ; 17(11): 1305-11, 2009 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-19513696

RESUMO

The aim of our study was to test the hypothesis that in early follow up after matrix guided autologous chondrocyte implantation (MACI), clinical results do not correlate with radiological and histological results, and that MACI as first line procedure and treatment of traumatic cartilage defects leads to better results compared to second line treatment and treatment of degenerative defects. Six and twelve months after MACI, patients IKDC-score was analysed, as well as the results of MRI-examinations. Specimens of the scaffold were histologically assessed at the time of implantation. The IKDC-score as well as the MRI-score improved significantly during follow up. The number of morphological abnormal cells was correlated with a poor clinical outcome. Defect aetiology proved to be a decisive factor for good clinical outcome. Patients with a short history of trauma (<1 year) and an osteochondritis dissecans were found to have better scores 1 year after MACI than patients with a trauma more than 1 year ago. Defect-size, patients age and -gender did not significantly influence the clinical outcome. No differences were seen when MACI was used as first- or second-line procedure. Defect aetiology and quality of the cells are decisive for the clinical outcome. MACI can produce good and very good clinical results even when used as second-line procedure.


Assuntos
Cartilagem Articular/lesões , Condrócitos/citologia , Condrócitos/transplante , Traumatismos do Joelho/cirurgia , Alicerces Teciduais , Adolescente , Adulto , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Engenharia Tecidual , Transplante Autólogo , Resultado do Tratamento , Adulto Jovem
20.
Bone ; 43(5): 826-31, 2008 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-18723137

RESUMO

OBJECTIVE: To evaluate scanner-generated images of hip specimens obtained from dual energy X-ray absorptiometry (DXA) by quantitative image analysis of bone mineral distribution in the standard regions of interest (ROI), to predict the ultimate mechanical strength, and to compare the predictive potential with standard densitometry. MATERIALS AND METHODS: Femoral bone mineral density (BMD) of 100 hip specimens was obtained by DXA in the total hip, shaft, trochanteric, and neck ROI. Maximum compressive strength (MCS) of the specimens was measured in a mechanical loading device simulating a fall on the greater trochanter. The topology of bone mineral distribution in the scan images was evaluated by image processing methods based on the Minkowski functionals (MF) using the optimized topological parameter MF2D. Correlation and multivariate analysis were employed to assess the statistical potential of BMD and MF2D with respect to predict the mechanical strength of the femur specimens. RESULTS: R2 for the correlation between load-to-failure and BMD varied between 0.73 and 0.79 (exponential curve fit, p<0.001), being highest in the trochanteric ROI. Correlation between load-to-failure of the specimens with the topological parameter MF2D ranged from R2 =0.8 to 0.91 (p<0.001). In a multivariate model combining the topological information from all ROIs, correlation with MCS rose to R2 =0.94. CONCLUSION: The topological parameter MF2D can be employed to predict the mechanical strength of proximal femur specimens from DXA-generated images. Performance is superior to standard evaluation of DXA. In the future, the proposed image processing method may serve to improve the assessment of an individual's fracture risk.


Assuntos
Fêmur , Fraturas Ósseas , Absorciometria de Fóton , Idoso , Idoso de 80 Anos ou mais , Densidade Óssea , Feminino , Fêmur/anatomia & histologia , Fêmur/química , Fêmur/patologia , Humanos , Masculino , Pessoa de Meia-Idade , Reprodutibilidade dos Testes , Estresse Mecânico
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