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  • About
  • The Global ETD Search service is a free service for researchers to find electronic theses and dissertations. This service is provided by the Networked Digital Library of Theses and Dissertations.
    Our metadata is collected from universities around the world. If you manage a university/consortium/country archive and want to be added, details can be found on the NDLTD website.
121

T1rho MRI in brain aging, lumbar disc degeneration, and liver fibrosis: clinical and experimental studies.

January 2013 (has links)
T1rho弛豫是旋轉坐標系中的自旋晶格弛豫,它決定橫向磁化向量在存有自旋鎖定射頻脈衝情況下的衰減,自旋鎖定脈衝與橫向磁化向量同向。T1rho磁共振成像對於低頻運動過程敏感,故可研究水與其周大分子物質環境間的交互作用,有鑒別組織內早期生化改變的潛力。 / 衰老與慢性高血壓是常見腦退行性疾病的兩個主要危險因素。但是正常腦衰老過程及慢性高血壓兩個因素與腦組織T1rho是否有相關性,尚缺乏研究。序貫性測量SD老鼠自5至15月齡、WKY(血壓正常)和SHR(患有自發性高血壓)老鼠自6至12月齡的雙側丘腦、海馬、和皮質的腦組織T1rho值。發現三組老鼠的丘腦、海馬及皮質的T1rho均隨年齡增長而增高;且SHR的顯著高於WKY老鼠。 / T1rho值與椎間盤退變等級的相關性已有報導。但相比T2值,T1rho在評價椎間盤退變方面是否優於或如何優於T2值尚缺乏研究。將椎間盤髓核及纖維環的T1rho和T2值與5級和8級椎間盤退變等級系統做比較;發現髓核的T1rho及T2與椎間盤退變等級的相關性均呈二次函數降低,且無顯著差別(P=0.40)。纖維環的T1rho及T2與椎間盤退變等級的相關性呈線性函數降低,T2降低的斜率明顯比T1rho降低的斜率要平坦(P<0.001)。故T1rho值比T2值更加適合評價纖維環退變,而兩者在評價髓核時相似。 / 肝纖維化是幾乎所有慢性肝病的常見特徵,包括大分子物質在細胞外基質的沉積。選用四氯化碳CCl4腹腔注射6周來製造肝纖維化模型。肝臟T1rho在注射後的第二天輕度上升,然後持續上升,直到注射六周後T1rho達最高值,此後T1rho隨CCl4注射停止而降低。顯示T1rho磁共振成像對於監測慢性注射CCl4誘導的肝纖維化及肝損傷有價值。當沒有明顯肝纖維化時,肝T1rho輕微受水腫及急性炎症的影響。 / 為將肝臟T1rho磁共振成像轉化到臨床使用,我們研究了其可行性,以及正常志願者肝臟T1rho值分佈範圍。發現採用六個自旋鎖定時間來測量健康志願者肝T1rho,結果有較高的可重複性和一致性,肝T1rho平均值為42.5ms,分佈範圍為38.8到46.5ms。採用三個自鎖鎖定時間點掃描,可以減少一半掃描時間,且可以得到可信的肝T1rho值,但採用兩個自旋鎖定時間點則不行。 / T1rho relaxation is spin-lattice relaxation in the rotating frame. It determines the decay of the transverse magnetization in the presence of a spin-lock radiofrequency pulse, which applied along the transverse magnetization. T1rho MRI is sensitive to low frequency motional processes, so it can be used to investigate the interaction between water molecules and their macromolecular environment. T1rho imaging is suggested to have the potential to identify early biochemical changes in tissues. / Aging and chronic hypertension are two major risk factors for common neurodegenerative disease. However, whether normal brain aging and chronic spontaneous hypertensive are associated with brain T1rho values changes were not reported. We longitudinally measured the T1rho value in rat brain of Sprague-Dawley (SD) rats from 5-month to 15-month, and spontaneous hypertensive rats (SHR) with Wistar Kyoto (WKY) rats from 6-month to 12-month. The T1rho values in three brain regions of thalamus, hippocampus, and cortices increased with aging process, and were significantly higher in SHR than WKY rats. / For intervertebral disc, the correlation between T1rho and degenerative grade has been reported. However, whether and how T1rho specifically offer better evaluation of disc degeneration compared with T2 was not studied previously. T1rho and T2 value of nucleus pulposus (NP) and annulus fibrosus (AF) was compared with reference to the five-level and eight-level semi-quantitative disc degeneration grading systems. For NP, T1rho and T2 decreased quadratically with disc degeneration grades and had no significant trend difference (P=0.40). In NP, T1rho and T2 decrease in a similar pattern following disc degeneration. For AF, T1rho and T2 decreased linearly and the slopes of T2 were significantly flatter than those of T1rho (P<0.001). Therefore, the T1rho is better suited for evaluating AF in degenerated disc than T2. / Liver fibrosis, a common feature of almost all causes of chronic liver disease, involves macromolecules accumulated within the extracellular matrix. Male Sprague-Dawley rats received intraperitoneal injection of 2 ml/kg CCl4 twice weekly for up to 6 weeks. Then CCl4 was withdrawn for recovery. The liver T1rho values increased slightly on day 2, then increased further and were highest at week 6 post CCl4 insults, and decreased upon the withdrawal of the CCl4 insult. This study demonstrated that T1rho MRI is a valuable imaging biomarker for liver injury and fibrosis induced by CCl4. Liver T1rho value was only mildly affected by edema and acute inflammation when there was no apparent fibrosis. / To translate liver T1rho MRI to clinical application, the technical feasibility of T1rho MRI in human liver was explored and the normal range of T1rho values in healthy volunteers was determined. We found it is feasible to obtain consistent liver T1rho measurement for healthy human liver with six spin-lock time (SLT) points of 1, 10, 20, 30, 40, and 50ms; the mean liver T1rho value of the healthy subjects was 42.5ms, with a range of 38.8-46.5ms. Adopting 3-SLT points of 1, 20, and 50ms for T1rho measurement could provide reliable measurement and reduce the scanning time, while 2-SLT points of 1 and 50ms do not provide reliable measurement. / Detailed summary in vernacular field only. / Detailed summary in vernacular field only. / Detailed summary in vernacular field only. / Detailed summary in vernacular field only. / Detailed summary in vernacular field only. / Zhao, Feng. / Thesis (Ph.D.)--Chinese University of Hong Kong, 2013. / Includes bibliographical references (leaves 119-143). / Abstracts also in Chinese. / ABSTRACT --- p.i / ACKNOWLEDGEMENTS --- p.vi / LIST OF FIGURES --- p.viii / LIST OF TABLES --- p.xvi / LIST OF ABBREVIATIONS --- p.xvii / CONTENTS --- p.xxi / Chapter Chapter 1 --- Introduction --- p.1 / Chapter 1.1 --- Conventional Magnetic Resonance Imaging --- p.1 / Chapter 1.1.1 --- Basic Principle of Conventional Magnetic Resonance Imaging --- p.1 / Chapter 1.1.2 --- T1 Relaxation --- p.2 / Chapter 1.1.3 --- T2 Relaxation --- p.3 / Chapter 1.2 --- T1rho Magnetic Resonance Imaging --- p.3 / Chapter 1.2.1 --- T1rho Relaxation --- p.3 / Chapter 1.2.2 --- Principle of T1rho Magnetic Resonance Imaging --- p.4 / Chapter 1.2.3 --- Radiofrequency Pulse for T1rho Magnetic Resonance Imaging --- p.5 / Chapter 1.2.4 --- T1rho-weighted Contrast Imaging and Application --- p.10 / Chapter 1.2.5 --- Quantitative T1rho Mapping and Application --- p.11 / Chapter 1.2.6 --- T1rho Dispersion and Application --- p.13 / Chapter 1.3 --- Thesis Overview --- p.14 / Chapter Chapter 2 --- T1rho MRI in brain aging of animal model --- p.19 / Chapter 2.1 --- Introduction --- p.19 / Chapter 2.2 --- Materials and Methods --- p.20 / Chapter 2.2.1 --- Animal Model of Brain Aging --- p.20 / Chapter 2.2.2 --- T1rho Data Acquisition --- p.21 / Chapter 2.2.3 --- T1rho Data Processing --- p.23 / Chapter 2.2.4 --- T1rho Measurement and Statistical Analysis --- p.24 / Chapter 2.3 --- Results --- p.27 / Chapter 2.4 --- Discussion --- p.38 / Chapter 2.5 --- Summary --- p.42 / Chapter Chapter 3 --- T1rho MRI in lumbar disc degeneration of human subjects --- p.43 / Chapter 3.1 --- Introduction --- p.43 / Chapter 3.2 --- Methods --- p.45 / Chapter 3.2.1 --- Subjects --- p.45 / Chapter 3.2.2 --- MR Image Acquisition --- p.46 / Chapter 3.2.2.1 --- T2-weighted MRI --- p.46 / Chapter 3.2.2.2 --- T2 Mapping Imaging --- p.47 / Chapter 3.2.2.3 --- T1rho MRI --- p.47 / Chapter 3.2.3 --- Data Processing --- p.49 / Chapter 3.2.4 --- Data Measurement and Statistical Analysis --- p.49 / Chapter 3.3 --- Results --- p.52 / Chapter 3.3.1 --- Range of T1rho/T2 Values for Discs --- p.52 / Chapter 3.3.2 --- The Relationship between NP T1rho/T2 Values and 8-level Degeneration Grading of Discs --- p.52 / Chapter 3.3.3 --- The Relationship between NP T1rho/T2 Values and 5-level Degeneration Grading of Discs --- p.55 / Chapter 3.3.4 --- The Relationship between AF T1rho/T2 Values and 8-level Degeneration Grading of Discs --- p.58 / Chapter 3.3.5 --- The Relationship between AF T1rho/T2 Values and 8-level Degeneration Grading of Discs --- p.61 / Chapter 3.4 --- Discussion --- p.64 / Chapter 3.5 --- Summary --- p.69 / Chapter Chapter 4 --- T1rho MRI in rat liver fibrosis model induced by CCl4 insult --- p.71 / Chapter 4.1 --- Introduction --- p.71 / Chapter 4.2 --- Materials and Methods --- p.73 / Chapter 4.2.1 --- Animal Preparation --- p.73 / Chapter 4.2.2 --- MR Image Acquisition --- p.74 / Chapter 4.2.2.1 --- T2-weighted MRI --- p.75 / Chapter 4.2.2.2 --- T1rho MRI --- p.75 / Chapter 4.2.3 --- Data Processing --- p.76 / Chapter 4.2.4 --- Data Measurement and Statistical Analysis --- p.78 / Chapter 4.2.5 --- Histology Analysis --- p.79 / Chapter 4.3 --- Results --- p.80 / Chapter 4.3.1 --- T1rho Measurement Reproducibility --- p.80 / Chapter 4.3.2 --- Rat Liver T1rho Values at Different Time Phase --- p.81 / Chapter 4.3.3 --- Relative Rat Liver Signal Intensity on T2WI at Different Time Phase --- p.83 / Chapter 4.3.4 --- Histology Results --- p.84 / Chapter 4.4 --- Discussion --- p.86 / Chapter 4.5 --- Summary --- p.91 / Chapter Chapter 5 --- T1rho MRI in liver of healthy human subjects --- p.93 / Chapter 5.1 --- Introduction --- p.93 / Chapter 5.2 --- Methods --- p.95 / Chapter 5.2.1 --- Subjects --- p.95 / Chapter 5.2.2 --- MR Image Acquisition --- p.96 / Chapter 5.2.2.1 --- T2-weighted MRI --- p.96 / Chapter 5.2.2.2 --- T1rho MRI --- p.97 / Chapter 5.2.3 --- T1rho Data Processing --- p.99 / Chapter 5.2.4 --- T1rho Measurement --- p.100 / Chapter 5.3 --- Results --- p.102 / Chapter 5.3.1 --- T1rho Measurement Reproducibility --- p.105 / Chapter 5.3.2 --- T1rho Value Agreement of the Fasting Status with Post Meal Status --- p.105 / Chapter 5.3.3 --- T1rho Value Agreement for T1rho Maps Constructed by Different Spin-lock Time Points --- p.106 / Chapter 5.3.4 --- T1rho Value Range of Healthy Human Subjects --- p.108 / Chapter 5.4 --- Discussion --- p.108 / Chapter 5.5 --- Summary --- p.113 / Chapter Chapter 6 --- General discussion and further work --- p.115 / References: --- p.119 / LIST OF PUBLICATIONS --- p.138
122

Análise computadorizada dos discos intervertebrais lombares em imagens de ressonância magnética / Computer analysis of lumbar intervertebral disks in magnetic resonance imaging

Barreiro, Marcelo da Silva 16 November 2016 (has links)
O disco intervertebral é uma estrutura cuja função é receber, amortecer e distribuir o impacto das cargas impostas sobre a coluna vertebral. O aumento da idade e a postura adotada pelo indivíduo podem levar à degeneração do disco intervertebral. Atualmente, a Ressonância Magnética (RM) é considerada o melhor e mais sensível método não invasivo de avaliação por imagem do disco intervertebral. Neste trabalho foram desenvolvidos métodos quantitativos computadorizados para auxílio ao diagnóstico da degeneração do disco intervertebral em imagens de ressonância magnética ponderadas em T2 da coluna lombar, de acordo com a escala de Pfirrmann, uma escala semi-quantitativa, com cinco graus de degeneração. Os algoritmos computacionais foram testados em um conjunto de dados que consiste de imagens de 300 discos, obtidos de 102 indivíduos, com diferentes graus de degeneração. Máscaras binárias de discos segmentados manualmente foram utilizadas para calcular seus centroides, visando criar um ponto de referência para possibilitar a extração de atributos. Uma análise de textura foi realizada utilizando a abordagem proposta por Haralick. Para caracterização de forma, também foram calculados os momentos invariantes definidos por Hu e os momentos centrais para cada disco. A classificação do grau de degeneração foi realizada utilizando uma rede neural artificial e o conjunto de atributos extraídos de cada disco. Uma taxa média de acerto na classificação de 87%, com erro padrão de 6,59% e uma área média sob a curva ROC (Receiver Operating Characteristic) de 0,92 indicam o potencial de aplicação dos algoritmos desenvolvidos como ferramenta de apoio ao diagnóstico da degeneração do disco intervertebral. / The intervertebral disc is a structure whose function is to receive, absorb and transmit the impact loads imposed on the spine. Increasing age and the posture adopted by the individual can lead to degeneration of the intervertebral disc. Currently, Magnetic Resonance Imaging (MRI) is considered the best and most sensitive noninvasive method to imaging evaluation of the intervertebral disc. In this work were developed methods for quantitative computer-aided diagnosis of the intervertebral disc degeneration in MRI T2 weighted images of the lumbar column according to Pfirrmann scale, a semi-quantitative scale with five degrees of degeneration. The algorithms were tested on a dataset of 300 images obtained from 102 subjects with varying degrees of degeneration. Binary masks manually segmented of the discs were used to calculate their centroids, to create a reference point to enable extraction of attributes. A texture analysis was performed using the approach proposed by Haralick. For the shape characterization, invariant moments defined by Hu and central moments were also calculated for each disc. The rating of the degree of degeneration was performed using an artificial neural network and the set of extracted attributes of each disk. An average rate of correct classification of 87%, with standard error 6.59% and an average area under the ROC curve (Receiver Operating Characteristic) of 0.92 indicates the potential application of the algorithms developed as a diagnostic support tool to the degeneration of the intervertebral disc.
123

Segmentação e classificação semiautomáticas do grau de degeneração dos discos intervertebrais da região lombar da coluna vertebral / Semi-automatic segmentation and classification of the degree of intervertebral disc degeneration of lumbar region of the spine

Cozin, Luís Fernando 10 November 2016 (has links)
A tese propõem uma metodologia, em nível de pesquisa, por intermédio do desenvolvimento e da adaptação de ferramentas de apoio computadorizado, capaz de realizar a segmentação da imagem dos discos intervertebrais da região lombar da coluna vertebral humana, de maneira semiautomática reduzindo drasticamente o tempo gasto manualmente neste procedimento, sem perder sua acurácia e, ainda, garantindo maior reprodutibilidade em seus resultados. Foram utilizadas imagens sagitais de ressonância magnética ponderadas em T2 de 285 discos intervertebrais de 70 pacientes, classificados segundo o grau de severidade da degeneração discal definido pelo critério proposto por Pfirrmann. A classificação computacional dos discos foi realizada com base em atributos quantitativos extraídos dos histogramas de níveis de cinza e de informações de textura das imagens. O desempenho dos métodos computacionais de segmentação foi avaliado com base no Coeficiente de Jaccard, na distância de Hausdorff e no Erro Médio Quadrático. O desempenho dos métodos computacionais de classificação foi também avaliado com base em medidas similares à aplicação da sensibilidade, da especificidade e da área sob a curva ROC. A segmentação manual e a classificação por inspeção visual dos discos realizadas por três profissionais experientes foram utilizadas como padrão ouro para a comparação. Os principais resultados indicaram a médio de 63,22% para o Coeficiente de Jaccard, as médias de 0,044 das distâncias de Hausdoff e de 0,014 para o EMQ na comparação entre as imagens. Além disso, a segmentação semiautomatizada diferiu em uma taxa média de 30% em relação à segmentação manual e a classificação da degeneração discal, por redes neurais artificiais difere em menos de 2%, ao ser comparada ao procedimento de classificação manual realizado pelos especialistas. / The thesis proposes a methodology at the level of research through the development and adaptation of computerized support tools, able to perform the image segmentation of the intervertebral discs of the lumbar region of the human spine, semiautomatic way dramatically reducing time spent manually in this procedure, without losing its accuracy and also ensuring more reproducible in their results. Were used sagittal MRI T2- weighted of 285 intervertebral discs from 70 patients, classified according to the severity of disc degeneration defined by the criteria proposed by Pfirrmann. The computational classification of disks was based on quantitative attributes extracted from histograms of gray level images and the texture information. The performance of computational segmentation methods was evaluated based on Jaccard coefficient, Hausdorff distance and Mean Square Error. The performance of the computational classification methods was evaluated based on measures of sensitivity, specificity and the area under the ROC curve. The manual segmentation and visual inspection classification of the discs made by three experienced professionals were used as the gold standard for comparison. The main results showed an average Jaccard coefficient of 63.22%, the average Hausdoff of distances was 0.044 and 0.014 Mean Square Error average when comparing the images from both segmentation targets. Additionally, the targeting semiautomatic differed by an average of 30% compared with manual segmentation and classification of disc degeneration provided from an artificial neural networks differs by less than 2% when compared to manual sorting procedure performed by experts.
124

A radiological and biochemical perspective on ageing and degeneration of the human thoracic intervertebral disc

Tan, Celia I. C. January 2004 (has links)
Disc degenerative changes are directly or indirectly associated with spinal pain and disability. Literature revealed a high prevalence of disc degeneration in the thoracic region, however thoracic MRI degeneration trends and information on disc biochemical matrix constituents are limited for thoracic discs compared to lumbar and cervical discs. The objective of this thesis was to use MRI to investigate the prevalence of disc degenerative changes affecting the human thoracic spine, and to determine the factors affecting spinal disc biochemical matrix. A 3-point subjective MRI grading scale was used to grade the films. The feasibility of using archived formalin-fixed cadaver material was investigated to analyse collagen and elastin crosslinks. The prevalence of degenerative changes in human thoracic discs and vertebrae (T1 to T12) was determined retrospectively from an audit of 216 MRI cases, using sagittal T1- and T2-weighted MR images. In a subsequent series of ex-vivo studies, human thoracic discs and LF from 26 formalin-fixed and two fresh spines, involving all thoracic levels, were examined macroscopically to determine the degeneration status. Subsequently, disc and ligament tissues were analysed biochemically for collagen (pyridinoline and deoxypyridinoline) and elastin (desmosine and isodesmosine) crosslinks. These crosslinks were extracted from hydrolysed samples by cellulose partition chromatography, and analysed by reverse-phase HPLC. Collagen content was determined using its hydroxyproline content, and proteoglycan content was assayed using a modified DMB assay for chondroitin sulphate. Finally the MRI and macroscopic assessments of thoracic discs, were compared with the biochemical data from two fresh cadaver thoracic spines. The 3-point MRI grading scale had a high inter- (k = 0.57 to 0.78) and intra-rater (k = 0.71 to 0.87) reliability. There were no significant differences in the collagen and elastin content and extent of collagen crosslinks between formalin fixed and unfixed ligament and disc tissues, after 25 weeks of formalin fixation. From the in-vivo MRI series of investigations (n = 216 MRI films), the prevalence of thoracic disc degenerative and vertebral morphological changes revealed significant age, gender and spinal level trends (p < 0.05).Generally, males had a higher propensity for disc degeneration in contrast to females, especially older females, where the trend showed a higher prevalence of osteophytes and vertebral body changes. In particular, the mid and lower thoracic levels have a higher prevalence of degenerative changes, except for osteophytes and anterior vertebral wedging. With increased age, there was a concomitant increase in anterior wedging and bi-concavity and disc degenerative changes except for end-plates. The biochemical investigations on the ex-vivo series of formalin-fixed thoracic discs (n = 303) also revealed significant changes in the disc matrix due to degeneration status, age, gender and spinal regional factors. With increased age, normal disc matrices have significantly lower collagen content and extent of pyridinoline (p < 0.001). In contrast, the degenerated disc matrix revealed significantly higher collagen content and extent of deoxypyridinoline (p < 0.05). These findings suggest that an altered matrix existed in normal ageing discs, which render the disc prone to injury and degeneration over the life span. The higher collagen and deoxypyridinoline in degenerated disc matrices reflects an increase in chondrocyte synthesis, and is also a novel finding, suggesting that they may be used as markers of ageing and degeneration processes. The biochemical investigations on another series of ex-vivo spinal LF tissues (n = 364), revealed that this had a lower collagen and pyridinoline, but significantly higher elastin and deoxypyridinoline compared to spinal discs (p < 0.05). Elastin crosslinks however were difficult to detect in spinal discs, being present in negligible amounts in a few lumbar discs. The elastin crosslinks in the LF were not significantly affected by age, but were significantly higher in calcified, and female ligamentum tissues, and also in the lumbar region (p < 0.05). These MRI prevalence findings enhanced our knowledge of vertebral body and disc degeneration trends in the thoracic region and contributed to the interpretation of MR images for pathology in the human thoracic spine. Information on the associated collagenous and elastic changes in the disc and ligamentum matrices provide original data and insight on the pathogenesis of degeneration in the disc matrix from a biochemical perspective, highlighting gender, age and spinal level influences on the matrix tensile strength and cellular synthetic activities.
125

Segmentação e classificação semiautomáticas do grau de degeneração dos discos intervertebrais da região lombar da coluna vertebral / Semi-automatic segmentation and classification of the degree of intervertebral disc degeneration of lumbar region of the spine

Luís Fernando Cozin 10 November 2016 (has links)
A tese propõem uma metodologia, em nível de pesquisa, por intermédio do desenvolvimento e da adaptação de ferramentas de apoio computadorizado, capaz de realizar a segmentação da imagem dos discos intervertebrais da região lombar da coluna vertebral humana, de maneira semiautomática reduzindo drasticamente o tempo gasto manualmente neste procedimento, sem perder sua acurácia e, ainda, garantindo maior reprodutibilidade em seus resultados. Foram utilizadas imagens sagitais de ressonância magnética ponderadas em T2 de 285 discos intervertebrais de 70 pacientes, classificados segundo o grau de severidade da degeneração discal definido pelo critério proposto por Pfirrmann. A classificação computacional dos discos foi realizada com base em atributos quantitativos extraídos dos histogramas de níveis de cinza e de informações de textura das imagens. O desempenho dos métodos computacionais de segmentação foi avaliado com base no Coeficiente de Jaccard, na distância de Hausdorff e no Erro Médio Quadrático. O desempenho dos métodos computacionais de classificação foi também avaliado com base em medidas similares à aplicação da sensibilidade, da especificidade e da área sob a curva ROC. A segmentação manual e a classificação por inspeção visual dos discos realizadas por três profissionais experientes foram utilizadas como padrão ouro para a comparação. Os principais resultados indicaram a médio de 63,22% para o Coeficiente de Jaccard, as médias de 0,044 das distâncias de Hausdoff e de 0,014 para o EMQ na comparação entre as imagens. Além disso, a segmentação semiautomatizada diferiu em uma taxa média de 30% em relação à segmentação manual e a classificação da degeneração discal, por redes neurais artificiais difere em menos de 2%, ao ser comparada ao procedimento de classificação manual realizado pelos especialistas. / The thesis proposes a methodology at the level of research through the development and adaptation of computerized support tools, able to perform the image segmentation of the intervertebral discs of the lumbar region of the human spine, semiautomatic way dramatically reducing time spent manually in this procedure, without losing its accuracy and also ensuring more reproducible in their results. Were used sagittal MRI T2- weighted of 285 intervertebral discs from 70 patients, classified according to the severity of disc degeneration defined by the criteria proposed by Pfirrmann. The computational classification of disks was based on quantitative attributes extracted from histograms of gray level images and the texture information. The performance of computational segmentation methods was evaluated based on Jaccard coefficient, Hausdorff distance and Mean Square Error. The performance of the computational classification methods was evaluated based on measures of sensitivity, specificity and the area under the ROC curve. The manual segmentation and visual inspection classification of the discs made by three experienced professionals were used as the gold standard for comparison. The main results showed an average Jaccard coefficient of 63.22%, the average Hausdoff of distances was 0.044 and 0.014 Mean Square Error average when comparing the images from both segmentation targets. Additionally, the targeting semiautomatic differed by an average of 30% compared with manual segmentation and classification of disc degeneration provided from an artificial neural networks differs by less than 2% when compared to manual sorting procedure performed by experts.
126

Estabilização segmentar lombar e TENS na hérnia discal lombar: um ensaio clínico randomizado / Lumbar segmental stabilization and TENS in lumbar disc herniation: a randomized controlled trial

Fabio Jorge Renovato França 01 October 2013 (has links)
INTRODUÇÃO: A hérnia de disco lombar (HDL) acomete cerca de 5% dos pacientes com de dor lombar e o tratamento cirúrgico nestes casos é cada vez menos indicado, optando-se, na maior parte dos casos, pelo conservador. Embora o método estabilização lombar (EL) e a estimulação elétrica nervosa transcutânea (TENS) tenham mostrado bons resultados em indivíduos portadores de dor lombar inespecífica, há escassa literatura que tenha verificado a eficácia destes tratamentos isoladamente em sujeitos acometidos por hérnia de disco lombar. OBJETIVO: Comparar a eficácia dos exercícios de estabilização lombar e da TENS na dor, incapacidade funcional, e capacidade de ativação do músculo transverso do abdome (TrA) de indivíduos com hérnia de disco lombar. METODOLOGIA: Participaram da pesquisa 40 indivíduos com idade variando de 25 a 58 anos com dor lombar e hérnia de disco, e foram randomizados em dois grupos: Grupo estabilização lombar (EL) (exercícios específicos para os músculos TrA e multífido lombar(ML)) (n=20) e Grupo TENS (GT) (n=20) que receberam atendimento com corrente de estimulação elétrica nervosa transcutânea. Foram avaliados quanto à dor (Escala Visual Analógica e Questionário McGill de Dor), incapacidade funcional (Índice de Incapacidade de Oswestry), e capacidade de recrutamento do TrA (Unidade de Biofeedback Pressórico-UBP). Os grupos foram tratados em duas sessões semanais com duração de 60 minutos por oito semanas. Cada indivíduo foi avaliado antes e após o tratamento. O nível de significância estabelecido foi de alfa=0,05. RESULTADOS: Após oito semanas, o grupo estabilização lombar mostrou melhora significativa na dor (p < 0,001), incapacidade funcional (p < 0,001), e capacidade de ativação do TrA (p < 0,001). O grupo TENS apresentou diferença estatisticamente significante apenas na dor (p < 0,012). A estabilização foi superior à TENS na melhora na dor (p < 0,001), incapacidade funcional (p < 0,001), e capacidade de ativação do TrA (p < 0,001). CONCLUSÃO: Os resultados indicam que a estabilização é efetiva na melhora da dor, incapacidade funcional, e capacidade da ativação do TrA, e a TENS apenas na dor. A estabilização foi superior à TENS em todas as variáveis / INTRODUCTION: Lumbar disc herniation (LDH) affects about 5% of low back pain (LBP) patients. Surgical treatment in these cases is increasingly less suitable, opting, in most cases, for the conservative. Although lumbar stabilization method and transcutaneous electric nerve stimulation (TENS) have shown good results in patients with nonspecific low back pain, there is scarce literature that has verified the effectiveness of these treatments alone in subjects suffering from lumbar disc herniation.OBJECTIVE: To compare the effectiveness of lumbar stabilization exercises and transcutaneous electrical nerve stimulation (TENS), on pain, functional disability and activation of the transversus abdominis muscle (TrA), in individuals with lumbar disc herniation (LDH). METHODS: This study involved 40 patients (age range 25-58 years) with lumbar disc herniation randomized into two groups: Stabilization group (SG: n=20); which received of stabilization exercises (transversus abdominis and lumbar multifidus muscles) and TENS group (TG: n=20), which received electrotherapy. The following instruments were used: visual analogue pain scale and McGill Pain Questionnaire for pain, Oswestry Disability Index for functional disability, and pressure biofeedback unit (PBU) for ability to contract the TrA. Analyses within and between groups were performed after treatment. Groups underwent 16 sessions, for 60 minutes, twice a week and they were evaluated before and after eight weeks. Significance level was set at alfa= 0.05. RESULTS: After eight weeks, lumbar stabilization group showed significant improvements in pain (p < 0.001), functional disability (p < 0.001), and the ability to contract the TrA (p < 0.001). There were no significant differences in TENS group in terms of disability (p < 0.264) or ability to contract the TrA muscle (p < 0.181), however, improvement in pain was demonstrated (p < 0.012). The stabilization was superior to TENS in terms of improvements in pain (p < 0.001), functional disability (p < 0.001), and ability to contract the TrA (p < 0.001). CONCLUSION: The results indicate that stabilization is effective in improving pain, functional disability, and the ability to contract the TrA in individuals with LDH. In the TENS group, the only improvement after treatment was in terms of pain. Stabilization was superior to TENS in all outcomes
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Combination of stem cells from deciduous teeth and electroacupuncture in dogs with chronic spinal cord injury / Associação de células-tronco de polpa de dente decíduo e eletroacupuntura em cães com lesão medular crônica

César Vinicius Gil Braz do Prado 20 December 2016 (has links)
Previous studies have reported that combination of electroacupuncture (EA) and mesenchymal stem/stromal cells (MSC) promoted survival, differentiation and functional recovery in spinal cord-transected rats. In this study, it was examined the therapeutic effects of stem cells from canine exfoliated dental pulp (SCED) combined with EA treatment in dogs with chronic naturally occurred spinal cord injury due to intervertebral disc herniation (IVDH). Dogs were randomly assigned to four experimental groups (n=4 for each group; total of 16 animals): SCED, EA, SCED + EA) and control. Mild increase in the neurological scoring was found in one animal from SCED group (1/4; 2 points gained), one from EA group (1/4; 8 points gained), three from SCED+EA group (3/4; 16 points gained) and one from control group (1/4; 2 points gained). Functional outcome improvements were observed two animals from SCED group (2/4; 3 points gained), two from EA group (2/4; 4 points gained), one from SCED+EA group (1/4; 1 point gained) and two were from control group (2/4; 6 points gained). However no statistical differences were observed. Magnetic resonance imaging (MRI) findings did not suggest improvement comparing pre- and post-treatment within groups, excepted from one animal from SCED group (1/4), and 10 animals from all groups (10/16) presented signs of injury progression in the SCI in post-treatment exam, which could not be associated to the procedures from study, but could be related to the natural evolution of the disease. Limitation such as number of transplanted stem cells, delivery route, injury chronicity and intrinsic variation among naturally spinal cord injured dogs could have influence outcomes negatively. Moreover, canine deciduous exfoliated teeth were easily obtained and SCED were simply isolated, and no mortality followed up 7 month from procedure were observed. / Estudos anteriores demonstraram que a associação da eletroacupuntura e células-tronco mesenquimais/estromais (CTMs) pode promover a sobrevivência e diferenciação das CTMs, assim como recuperação funcional em ratos com transecção da medula espinal. Neste estudo, foram avaliados os efeitos terapêuticos da associação de células-tronco derivadas de polpa de dente decíduo esfoliado de cães (CPDEc) e eletroacupuntura (EAP) em cães com lesão de medula espinhal crônica causada de forma natural por herniação do disco interververtebral. Os cães foram divididos aleatoriamente em quatro grupos experimentais (n=4 para cada grupo; total de 16 animais): CPDEc, EAP, CPDEc+EAP e grupo controle. Foram encontradas pequenas melhoras na pontuação do exame neurológico em um animal do grupo CPDEc (1/4; 2 pontos ganhos), um do grupo EAP (1/4; 8 pontos ganhos), três do grupo CPDEc+EAP (3/4; 16 pontos ganhos) e um do grupo controle (1/4; 2 pontos ganhos). Na avaliação funcional, pequenas melhoras também foram observadas em dois animais do grupo CPDEc (2/4; 3 pontos ganhos), dois do grupo EAP (2/3; 4 pontos ganhos), um do grupo CPDEc+EAP (1/4; 1 ponto ganho) e dois do grupo controle (2/4; 6 pontos ganhos). No entanto, não foram encontradas diferenças estatísticas entre os grupos. Os achados ressonância magnética não sugeriram melhoras comparando os exames pré e pós tratamento entre os grupos, com exceção de um animal do grupo CPDEc (1/4), e 10 animais dentre todos os grupos (10/16) apresentaram sinais de progressão na lesão da medula espinhal, que não puderam ser associados com os procedimentos do estudo, mas podem estar relacionados à progressão natural da doença. Além disso, os dentes decíduos esfoliados foram obtidos facilmente e as CPDEc foram isoladas de forma simples, ademais, não foi observada nenhuma mortalidade foi observada até 7 meses após o procedimento.
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Análise computadorizada dos discos intervertebrais lombares em imagens de ressonância magnética / Computer analysis of lumbar intervertebral disks in magnetic resonance imaging

Marcelo da Silva Barreiro 16 November 2016 (has links)
O disco intervertebral é uma estrutura cuja função é receber, amortecer e distribuir o impacto das cargas impostas sobre a coluna vertebral. O aumento da idade e a postura adotada pelo indivíduo podem levar à degeneração do disco intervertebral. Atualmente, a Ressonância Magnética (RM) é considerada o melhor e mais sensível método não invasivo de avaliação por imagem do disco intervertebral. Neste trabalho foram desenvolvidos métodos quantitativos computadorizados para auxílio ao diagnóstico da degeneração do disco intervertebral em imagens de ressonância magnética ponderadas em T2 da coluna lombar, de acordo com a escala de Pfirrmann, uma escala semi-quantitativa, com cinco graus de degeneração. Os algoritmos computacionais foram testados em um conjunto de dados que consiste de imagens de 300 discos, obtidos de 102 indivíduos, com diferentes graus de degeneração. Máscaras binárias de discos segmentados manualmente foram utilizadas para calcular seus centroides, visando criar um ponto de referência para possibilitar a extração de atributos. Uma análise de textura foi realizada utilizando a abordagem proposta por Haralick. Para caracterização de forma, também foram calculados os momentos invariantes definidos por Hu e os momentos centrais para cada disco. A classificação do grau de degeneração foi realizada utilizando uma rede neural artificial e o conjunto de atributos extraídos de cada disco. Uma taxa média de acerto na classificação de 87%, com erro padrão de 6,59% e uma área média sob a curva ROC (Receiver Operating Characteristic) de 0,92 indicam o potencial de aplicação dos algoritmos desenvolvidos como ferramenta de apoio ao diagnóstico da degeneração do disco intervertebral. / The intervertebral disc is a structure whose function is to receive, absorb and transmit the impact loads imposed on the spine. Increasing age and the posture adopted by the individual can lead to degeneration of the intervertebral disc. Currently, Magnetic Resonance Imaging (MRI) is considered the best and most sensitive noninvasive method to imaging evaluation of the intervertebral disc. In this work were developed methods for quantitative computer-aided diagnosis of the intervertebral disc degeneration in MRI T2 weighted images of the lumbar column according to Pfirrmann scale, a semi-quantitative scale with five degrees of degeneration. The algorithms were tested on a dataset of 300 images obtained from 102 subjects with varying degrees of degeneration. Binary masks manually segmented of the discs were used to calculate their centroids, to create a reference point to enable extraction of attributes. A texture analysis was performed using the approach proposed by Haralick. For the shape characterization, invariant moments defined by Hu and central moments were also calculated for each disc. The rating of the degree of degeneration was performed using an artificial neural network and the set of extracted attributes of each disk. An average rate of correct classification of 87%, with standard error 6.59% and an average area under the ROC curve (Receiver Operating Characteristic) of 0.92 indicates the potential application of the algorithms developed as a diagnostic support tool to the degeneration of the intervertebral disc.
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Überprüfung der für die Begutachtung der BK-Ziffern 2108 und 2110 relevanten Zusatzkriterien „besonders intensive Belastung“ und „besonderes Gefährdungspotenzial durch hohe Belastungsspitzen“: Sonderauswertung der Deutschen Wirbelsäulenstudie

Seidler, Andreas, Ellegast, Rolf, Ditchen, Dirk, Jäger, Matthias, Bolm-Audorff, Ulrich 01 March 2024 (has links)
Zielsetzung Die Konsensempfehlungen zur Begutachtung der Berufskrankheiten Nr. 2108 und Nr. 2110 (bandscheibenbedingte Erkrankungen der Lendenwirbelsäule) setzen bei der häufigsten Fallkonstellation, der sog. B2-Konstellation, voraus, dass mindestens eines von 3 Zusatzkriterien erfüllt ist. Zwei dieser Zusatzkriterien werden in der vorliegenden Sonderauswertung der Deutschen Wirbelsäulenstudie (DWS) empirisch überprüft. Methoden Untersucht wurden die einwirkungsabhängigen Zusatzkriterien „besonders intensive Belastung“ (2. Zusatzkriterium) und „Belastungsspitzen“ (3. Zusatzkriterium). Mittels logistischer Regressionsanalyse wurden für Alter und Studienzentrum adjustierte Odds-Ratios (als Schätzer des relativen Bandscheiben-Erkrankungsrisikos) mit 95 %-Konfidenzintervallen (95 % KI) berechnet. Es wurden jeweils im gleichen Regressionsmodell Odds-Ratios für die Erfüllung und für die fehlende Erfüllung eines Zusatzkriteriums ermittelt. Grundsätzlich ist ein Kriterium dann zur Unterscheidung zwischen beruflich verursachten und nicht beruflich verursachten bandscheibenbedingten Erkrankungen geeignet, wenn die Risikoschätzer bei Erfüllung des jeweiligen Kriteriums deutlich höher liegen als bei fehlender Erfüllung des Kriteriums. Bei den Belastungsspitzen wurde die Höhe der mit Hebe- oder Tragevorgängen verbundenen Druckkräfte in der Lendenwirbelsäule (LWS) variiert, ab der das Kriterium der Belastungsspitzen als erfüllt angesehen wurde; ferner wurde die Zahl der Schichten variiert, in denen das Kriterium der Belastungsspitzen erfüllt sein musste. Alle Berechnungen wurden getrennt für Männer und Frauen für die Dosismodelle „Original-MDD“ und „BSG-Modell“ durchgeführt. Ergebnisse Bei Vorliegen einer „besonders intensiven Belastung“ finden sich keine höheren bandscheibenbezogenen Erkrankungsrisiken als bei fehlendem Vorliegen dieses Zusatzkriteriums. Als „best estimate“ kann von der Erfüllung des Zusatzkriteriums „Belastungsspitzen“ dann ausgegangen werden, wenn beim BSG-Modell in mindestens 600 Schichten des gesamten Berufslebens Tagesdosen von mindestens 2,0 kNh (Kilonewton-Stunden = 1000 Newton-Stunden) pro Schicht bei Männern bzw. mindestens 0,5 kNh bei Frauen durch Belastungsspitzen (Druckkraft ≥ 6,0 kN bei Männern, ≥ 4,5 kN bei Frauen) erreicht werden. Schlussfolgerung Die Sonderauswertung der Deutschen Wirbelsäulenstudie kann keine Bestätigung des 2. Zusatzkriteriums der B2-Konstellation „besonders intensive Belastung“ erbringen. Das 3. Zusatzkriterium „Belastungsspitzen“ wird hingegen grundsätzlich bestätigt – es sollte über mindestens 600 Arbeitsschichten erfüllt sein, um als Positivkriterium für die Anerkennung einer bandscheibenbedingten Berufskrankheit fungieren zu können.
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<b>CHARACTERIZATION OF SERPINA1 IN ADULT SPINAL HOMEOSTASIS TO INFORM TREATMENT STRATEGIES</b>

Neharika Bhadouria (17266174) 07 December 2023 (has links)
<p dir="ltr">People suffering from COPD are also known to suffer from other musculoskeletal issues like fracture risk, back pain, etc. Intervertebral disc degeneration (IVD) is a prominent cause of back pain and inflammation, influenced by factors such as aging, sudden loading, and genetics. <i>SERPINA1</i>, a common genetic variant in individuals with chronic obstructive pulmonary disease (COPD), encodes the alpha-antitrypsin protein (AAT). AAT deficiency is also associated with IVD degeneration, bone loss, and gait impairment. Currently, AAT-deficient individuals receive costly and short-lived weekly AAT injections, with no established guidelines for managing IVD degeneration and osteoporosis. Our primary research objective was to examine the effects of <i>serpinA1a/c</i> using a mouse model with global knockout (KO) of <i>serpinA1a/c</i>, generated through CRISPR technology, on intervertebral discs (IVD) and bone. We found that global deletion of <i>serpinA1a/c</i> was found to cause IVD elastin degradation, leading to a loss of mechanical properties. Moreover, <i>serpinA1</i> was associated with increased bone-resorbing cells (osteoclasts) and a reduction in bone-forming cells (osteoblasts). Notably, sexual dimorphism was observed, with female IVDs exhibiting less degeneration than male counterparts, and <i>serpinA1a/c</i> KO mice were protected from mechanically-induced tail compression. Even in human IVDs, males expressed more AAT-1 compared to female IVDs. There are no FDA-approved drugs currently existing for IVD degeneration. Since IVD degeneration frequently occurs in individuals with osteoporosis, it shows a probable cross-talk happening between IVD and bone. In our study, we found the association of <i>serpinA1 </i>with estrogen receptor alpha and osteoclasts. Hence, we investigated the potential of raloxifene, an FDA-approved selective estrogen receptor modulator (SERM) typically prescribed to post-menopausal women for osteoporosis treatment, in averting IVD degeneration and improving mechanical characteristics in IVD. Our findings suggest that raloxifene injection may retard IVD degeneration induced by AAT deficiency, particularly in male mice. Furthermore, the latter study touched upon a conditional <i>serpinA1a</i> mouse model crossed with aggrecan-cre, specifically targeting <i>serpinA1a</i>-expressing cells in the IVD while sparing bone. Conditional <i>serpinA1a</i> deletion induced mild IVD degeneration without affecting bone loss. In summary, this study serves as a foundation for testing potential treatments for AAT patients with IVD degeneration and osteoporosis. It also provides compelling evidence for considering raloxifene as a treatment option for IVD degeneration in AAT-deficient patients experiencing IVD-related pain.</p>

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