Mémoire (M.Sc.)-- Université du Québec à Chicoutimi, 1992. / Ce mémoire a été réalisé à l'UQAC dans le cadre du programme de maîtrise en médecine expérimentale (volet génétique) extensionné de l'Université Laval à l'UQAC. CaQCU Bibliogr.: f. 71-75. Document électronique également accessible en format PDF. CaQCU

京都大学 / 0048 / 新制・課程博士 / 博士(医学) / 甲第22695号 / 医博第4639号 / 新制||医||1045(附属図書館) / 京都大学大学院医学研究科医学専攻 / (主査)教授 髙橋 良輔, 教授 Shohab YOUSSEFIAN, 教授 湊谷 謙司 / 学位規則第4条第1項該当 / Doctor of Medical Science / Kyoto University / DFAM

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Introdução: O acesso pterional é uma das craniotomias mais utilizadas. Entretanto, apresenta algumas desvantagens, como a dissecação ampla do músculo temporal, que pode causar atrofia e deformidade do contorno facial. A craniotomia minipterional descrita em 2007 propiciou exposição anatômica semelhante a da craniotomia pterional clássica. Objetivos: Comparar os resultados clínicos, funcionais e estéticos dos dois acessos cirúrgicos destinados ao tratamento de aneurismas da circulação anterior. Métodos: Cinquenta e oito doentes, com aneurismas rotos (40) e não rotos (18) foram admitidos no estudo. No grupo A, 28 indivíduos foram submetidos à craniotomia minipterional. No grupo B, 30 doentes foram operados com a craniotomia pterional clássica. Doentes com hematomas intracranianos, aneurismas do segmento oftálmico e aneurismas gigantes foram excluídos. Os resultados estéticos foram analisados por meio de dois métodos. No primeiro, uma autoavaliação utilizava uma régua escalonada de 0 a 100, na qual o zero representou o melhor resultado e 100 o pior resultado na percepção do próprio doente. Fotografias dos doentes foram mostradas a dois observadores independentes. Os resultados foram classificados como ótimo, bom, regular e mau (de acordo com uma escala pré-determinada). A gradação da atrofia foi mensurada por meio de três métodos, utilizando a tomografia computadorizada de crânio. No primeiro, observou-se a percentagem de redução do complexo músculo temporal, tecido subcutâneo e pele. No segundo método, a percentagem de redução da espessura do músculo temporal foi analisada isoladamente. O terceiro método foi a mensuração da volumetria do músculo temporal, tecido subcutâneo e pele calculados a partir da margem superior do arco zigomático até a linha temporal superior utilizando-se o software OsiriX (Pixmeo Sarl Geneva/ Suíça OsiriX). Para os resultados clínicos e funcionais, foi utilizada a Escala de Rankin modificada. Outras variáveis, como paralisia do ramo frontal do nervo facial, hemorragia pós-operatória, fistula liquórica, hidrocefalia e mortalidade, também foram analisadas. Resultados: Em ambos os grupos, os dados demográficos e as características pré-operatórias foram similares. A satisfação com o resultado estético foi observada em 79% (19) no grupo A e 52% (13) no grupo B (p=0,07). O valor médio da régua foi 27 no grupo A e 45,8 no grupo B (p=0,03). Quando somente doentes classificados como Rankin modificado 0 ou 1 foram analisados, o valor médio da régua foi de 25,2 no grupo A e 39,4 no grupo B (p=0,11). Dois avaliadores independentes analisaram as fotografias dos doentes e o coeficiente de correlação kappa para os resultados estéticos foi de 0,73. De acordo com os mesmos ótimo e bom, foram observados em 87% (21) no grupo minipterional e 48% (12) no grupo pterional. A percentagem de redução do músculo temporal, subcutâneo e pele (método 1) foi de 14,9% no grupo A e 24,3% no grupo B (p=0,01). Quando somente o músculo temporal foi analisado (método 2), a percentagem de redução foi de 12,7% no grupo A e 22% no grupo B (p=0,005). A redução volumétrica das estruturas (método 3) foi de 14,8% no grupo A e 24,5% no grupo B (p=0,012). Na avaliação clínica no 6? mês, os valores da Escala de Rankin modificada foram similares (p=0,99). O óbito ocorreu em 4 doentes no grupo A e 5 doentes no grupo B (p=1,0). Conclusão: Os resultados clínicos demonstraram que a craniotomia minipterional é um procedimento seguro, com prognóstico similar ao da técnica convencional. Os resultados cosméticos foram melhores com menor deformidade no contorno facial, uma vez que a percentagem de redução da espessura, do volume do músculo temporal, do tecido subcutâneo e da pele foi menor com a técnica proposta. A craniotomia minipterional foi a melhor alternativa em relação à craniotomia pterional clássica para tratar aneurismas rotos e não rotos da circulação anterior / Introduction: The pterional approach is one of the most commonly used craniotomy. However it has disadvantages, such as complete dissection of the temporalis muscle. This may lead to muscular atrophy and facial deformity. The minipterional craniotomy was described in 2007 and the anatomic exposure provided by the pterional and minipterional approaches were similar in the total area of exposure and angular view. Objectives: This prospective randomized study was designed to compare the clinical, functional and aesthetic results of two surgical techniques for microsurgical clipping of anterior circulation aneurysms. Methods: Overall, 58 eligible patients admitted with ruptured and unruptured anterior circulation aneurysms were enrolled in the study. In group A, 28 patients were operated with the minipterional technique. In Group B 30 patients were operated according to the classical pterional craniotomy. Patients with intracranial haematomas, ophthalmic aneurysms and giant aneurysms were excluded. The aesthetic results were analyzed with 2 methods. In the first, the patients were showed to a rule, with a scale from 0 to 100, in which 0 mean the best result and 100 the worst result. Photos were taken and showed to two independent observers, the results were classified as excellent, good, regular or poor, according to a pre-determined scale. The degree of atrophy was measured with three methods. In the first one, the authors observed the percentage of thick reduction in the temporal muscle, subcutaneous tissue and skin. In the second method the percentage of thick reduction of the isolated temporal muscle was observed and the third the volumetric analysis of the temporal muscle, subcutaneous tissue and skin was calculated from the superior edge of zygomatic arch to superior temporal line using the OsiriX software (OsiriX - Pixmeo Sarl Geneva/Suíça). The functional results were compared using the Modified Rankin Score. Others variables such frontal facial palsy, post-operative hemorrhage, cerebrospinal fistulas, hydrocephalus and mortality were also analyzed. Results: In both groups the demographic and pre-operative characteristics were similar. The satisfaction with aesthetic results were observed in 79% (19) in group A and 52% (13) in group B (p=0,07). The mean value observed in the rule was 27 in group A and 45,8 in group B (p=0,03). When patients classified as Rankin Modified Score of 0 or 1 only were included the mean value observed in the rule was 25,2 in group A and 39,4 in group B (p=0,11). Two independent observers analyzed the patients photos and the kappa coefficient correlation for the aesthetic results was 0,73. According to them excellent and good results were observed in 87% (21) in minipterional group and 48% (12) in the pterional group. The degree of atrophy of temporal muscle, subcutaneous tissue and skin (method 1) was14,9% in group A and 24,3% in group B (p=0,01). The measurement of temporal muscle (method 2) revealed that the degree of atrophy was 12,7% in group A and 22% in group B (p=0,005). The volumetric reduction of the structures (method 3) was 14,8% in group A and 24,5% in group B (p=0,012). Rankin Modified Score was similar in both groups in the 6-month evaluation (p=0,99). Mortality occurred in 4 patients in group A and 5 patients in group B (p=1,0). Conclusion: These clinical results indicate that the minipterional is a safe procedure. We can estimate the better cosmetic results with less facial contour deformity since the percentage of thick and volumetric reduction in temporal muscle, subcutaneous tissue and skin were demonstrated. It can be an excellent and better alternative to the classical pterional approach

Introdução: O acesso pterional é uma das craniotomias mais utilizadas. Entretanto, apresenta algumas desvantagens, como a dissecação ampla do músculo temporal, que pode causar atrofia e deformidade do contorno facial. A craniotomia minipterional descrita em 2007 propiciou exposição anatômica semelhante a da craniotomia pterional clássica. Objetivos: Comparar os resultados clínicos, funcionais e estéticos dos dois acessos cirúrgicos destinados ao tratamento de aneurismas da circulação anterior. Métodos: Cinquenta e oito doentes, com aneurismas rotos (40) e não rotos (18) foram admitidos no estudo. No grupo A, 28 indivíduos foram submetidos à craniotomia minipterional. No grupo B, 30 doentes foram operados com a craniotomia pterional clássica. Doentes com hematomas intracranianos, aneurismas do segmento oftálmico e aneurismas gigantes foram excluídos. Os resultados estéticos foram analisados por meio de dois métodos. No primeiro, uma autoavaliação utilizava uma régua escalonada de 0 a 100, na qual o zero representou o melhor resultado e 100 o pior resultado na percepção do próprio doente. Fotografias dos doentes foram mostradas a dois observadores independentes. Os resultados foram classificados como ótimo, bom, regular e mau (de acordo com uma escala pré-determinada). A gradação da atrofia foi mensurada por meio de três métodos, utilizando a tomografia computadorizada de crânio. No primeiro, observou-se a percentagem de redução do complexo músculo temporal, tecido subcutâneo e pele. No segundo método, a percentagem de redução da espessura do músculo temporal foi analisada isoladamente. O terceiro método foi a mensuração da volumetria do músculo temporal, tecido subcutâneo e pele calculados a partir da margem superior do arco zigomático até a linha temporal superior utilizando-se o software OsiriX (Pixmeo Sarl Geneva/ Suíça OsiriX). Para os resultados clínicos e funcionais, foi utilizada a Escala de Rankin modificada. Outras variáveis, como paralisia do ramo frontal do nervo facial, hemorragia pós-operatória, fistula liquórica, hidrocefalia e mortalidade, também foram analisadas. Resultados: Em ambos os grupos, os dados demográficos e as características pré-operatórias foram similares. A satisfação com o resultado estético foi observada em 79% (19) no grupo A e 52% (13) no grupo B (p=0,07). O valor médio da régua foi 27 no grupo A e 45,8 no grupo B (p=0,03). Quando somente doentes classificados como Rankin modificado 0 ou 1 foram analisados, o valor médio da régua foi de 25,2 no grupo A e 39,4 no grupo B (p=0,11). Dois avaliadores independentes analisaram as fotografias dos doentes e o coeficiente de correlação kappa para os resultados estéticos foi de 0,73. De acordo com os mesmos ótimo e bom, foram observados em 87% (21) no grupo minipterional e 48% (12) no grupo pterional. A percentagem de redução do músculo temporal, subcutâneo e pele (método 1) foi de 14,9% no grupo A e 24,3% no grupo B (p=0,01). Quando somente o músculo temporal foi analisado (método 2), a percentagem de redução foi de 12,7% no grupo A e 22% no grupo B (p=0,005). A redução volumétrica das estruturas (método 3) foi de 14,8% no grupo A e 24,5% no grupo B (p=0,012). Na avaliação clínica no 6? mês, os valores da Escala de Rankin modificada foram similares (p=0,99). O óbito ocorreu em 4 doentes no grupo A e 5 doentes no grupo B (p=1,0). Conclusão: Os resultados clínicos demonstraram que a craniotomia minipterional é um procedimento seguro, com prognóstico similar ao da técnica convencional. Os resultados cosméticos foram melhores com menor deformidade no contorno facial, uma vez que a percentagem de redução da espessura, do volume do músculo temporal, do tecido subcutâneo e da pele foi menor com a técnica proposta. A craniotomia minipterional foi a melhor alternativa em relação à craniotomia pterional clássica para tratar aneurismas rotos e não rotos da circulação anterior / Introduction: The pterional approach is one of the most commonly used craniotomy. However it has disadvantages, such as complete dissection of the temporalis muscle. This may lead to muscular atrophy and facial deformity. The minipterional craniotomy was described in 2007 and the anatomic exposure provided by the pterional and minipterional approaches were similar in the total area of exposure and angular view. Objectives: This prospective randomized study was designed to compare the clinical, functional and aesthetic results of two surgical techniques for microsurgical clipping of anterior circulation aneurysms. Methods: Overall, 58 eligible patients admitted with ruptured and unruptured anterior circulation aneurysms were enrolled in the study. In group A, 28 patients were operated with the minipterional technique. In Group B 30 patients were operated according to the classical pterional craniotomy. Patients with intracranial haematomas, ophthalmic aneurysms and giant aneurysms were excluded. The aesthetic results were analyzed with 2 methods. In the first, the patients were showed to a rule, with a scale from 0 to 100, in which 0 mean the best result and 100 the worst result. Photos were taken and showed to two independent observers, the results were classified as excellent, good, regular or poor, according to a pre-determined scale. The degree of atrophy was measured with three methods. In the first one, the authors observed the percentage of thick reduction in the temporal muscle, subcutaneous tissue and skin. In the second method the percentage of thick reduction of the isolated temporal muscle was observed and the third the volumetric analysis of the temporal muscle, subcutaneous tissue and skin was calculated from the superior edge of zygomatic arch to superior temporal line using the OsiriX software (OsiriX - Pixmeo Sarl Geneva/Suíça). The functional results were compared using the Modified Rankin Score. Others variables such frontal facial palsy, post-operative hemorrhage, cerebrospinal fistulas, hydrocephalus and mortality were also analyzed. Results: In both groups the demographic and pre-operative characteristics were similar. The satisfaction with aesthetic results were observed in 79% (19) in group A and 52% (13) in group B (p=0,07). The mean value observed in the rule was 27 in group A and 45,8 in group B (p=0,03). When patients classified as Rankin Modified Score of 0 or 1 only were included the mean value observed in the rule was 25,2 in group A and 39,4 in group B (p=0,11). Two independent observers analyzed the patients photos and the kappa coefficient correlation for the aesthetic results was 0,73. According to them excellent and good results were observed in 87% (21) in minipterional group and 48% (12) in the pterional group. The degree of atrophy of temporal muscle, subcutaneous tissue and skin (method 1) was14,9% in group A and 24,3% in group B (p=0,01). The measurement of temporal muscle (method 2) revealed that the degree of atrophy was 12,7% in group A and 22% in group B (p=0,005). The volumetric reduction of the structures (method 3) was 14,8% in group A and 24,5% in group B (p=0,012). Rankin Modified Score was similar in both groups in the 6-month evaluation (p=0,99). Mortality occurred in 4 patients in group A and 5 patients in group B (p=1,0). Conclusion: These clinical results indicate that the minipterional is a safe procedure. We can estimate the better cosmetic results with less facial contour deformity since the percentage of thick and volumetric reduction in temporal muscle, subcutaneous tissue and skin were demonstrated. It can be an excellent and better alternative to the classical pterional approach

Intracranial Aneurysms are a prevalent vascular pathology present in 3-4% of the population with an inherent risk of rupture. The growing accessibility of angiography has led to a rising incidence of detected aneurysms. An accurate assessment of the rupture risk is of utmost importance for the very high disability and mortality rates in case of rupture and the non-negligible risk inherent to surgical treatment. However, human evaluation is rather subjective, and current treatment guidelines, such as the PHASES score, remain inefficient. Therefore we aimed to develop an automatic machine learning-based rupture prediction model. Our study utilized 686 CTA scans, comprising 844 intracranial aneurysms. Among these aneurysms, 579 were classified as ruptured, while 265 were categorized as non-ruptured. Notably, the CTAs of ruptured aneurysms were obtained within a week after rupture, during which negligible morphological changes were observed compared to the aneurysm’s pre-rupture shape, as established by previous research. Based on this observation, our rupture risk assessment focused on the models’ ability to classify between ruptured and unruptured IAs. In our investigation, we implemented an automated vessel and aneurysm segmentation, vessel labeling, and feature extraction framework. The rupture risk prediction involved the use of deep learning-based vessel and aneurysm shape features, along with a combination of demographic features (patient sex and age) and morphological features (aneurysm location, size, surface area, volume, sphericity, etc.). An ablation-type study was conducted to evaluate these features. Eight different machine learning models were trained with the objective of identifying ruptured aneurysms. The best performing model achieved an area under the receiver operating characteristic curve (AUC) of 0.833, utilizing a random forest algorithm with feature selection based on Spearman’s rank correlation thresholding, which effectively eliminated highly correlated and anti-correlated features...:1 Introduction 1.1 Intracranial aneurysms 1.1.1 Treatment strategy 1.1.2 Rupture risk assesment 1.2 Artificial Intelligence 1.3 Thesis structure 1.4 Contribution of the author 2 Theory 2.1 Rupture risk assessment guidelines 2.1.1 PHASES score 2.1.2 ELAPSS score 2.2 Literature review: Aneurysm rupture prediction 2.3 Machine learning classifiers 2.3.1 Decision Tree 2.3.2 Random Forests 2.3.3 XGBoost 2.3.4 K-Nearest-Neighbor 2.3.5 Multilayer Perceptron 2.3.6 Logistic Regression 2.3.7 Support Vector Machine 2.3.8 Naive Bayes 2.4 Latent feature vectors in deep learning 2.5 PointNet++ 3 Methodology 3.1 Data 3.2 Vessel segmentation 3.3 Feature extraction 3.3.1 Deep vessel features 3.3.2 Deep aneurysm features 3.3.3 Conventional features 3.4 Rupture classification 3.4.1 Univariate approach 3.4.2 Multivariate approach 3.4.3 Deep learning approach 3.4.4 Deep learning amplified multivariate approach 3.5 Feature selection 3.5.1 Correlation-based feature selection 3.5.2 Permutation feature importance 3.6 Implementation 3.7 Evaluation 4 Results 4.1 Univariate approach 4.2 Multivariate approach 4.3 Deep learning approach 4.3.1 Deep vessel features 4.3.2 Deep aneurysm features 4.3.3 Deep vessel and deep aneurysm features 4.4 Deep learning amplified multivariate approach 4.4.1 Conventional and deep vessel features 4.4.2 Conventional and deep aneurysm features 4.4.3 Conventional, deep vessel, and deep aneurysm features 5 Discussion and Conclusions 5.1 Overview of results 5.2 Feature selection 5.3 Feature analysis 5.3.1 Deep vessel features 5.3.2 Deep aneurysm features 5.3.3 Conventional features 5.3.4 Summary 5.4 Comparison to other methods 5.5 Outlook Bibliography / Intrakranielle Aneurysmen sind eine weit verbreitete vaskuläre Pathologie, die bei 3 bis 4% der Bevölkerung auftritt und ein inhärentes Rupturrisiko birgt. Mit der zunehmenden Verfügbarkeit von Angiographie wird eine steigende Anzahl von Aneurysmen entdeckt. Angesichts der sehr hohen permanenten Beeinträchtigungs- und Sterblichkeitsraten im Falle einer Ruptur und des nicht zu vernachlässigenden Risikos einer chirurgischen Behandlung ist eine genaue Bewertung des Rupturrisikos von größter Bedeutung. Die Beurteilung durch den Menschen ist jedoch sehr subjektiv, und die derzeitigen Behandlungsrichtlinien, wie der PHASES-Score, sind nach wie vor ineffizient. Daher wollten wir ein automatisches, auf maschinellem Lernen basierendes Modell zur Rupturvorhersage entwickeln. Für unsere Studie wurden 686 CTA-Scans von 844 intrakraniellen Aneurysmen verwendet, von denen 579 rupturiert waren und 265 nicht rupturiert waren. Dabei ist zu beachten, dass die CTAs der rupturierten Aneurysmen innerhalb einer Woche nach der Ruptur gewonnen wurden, in der im Vergleich zur Form des Aneurysmas vor der Ruptur nur geringfügige morphologische Veränderungen zu beobachten waren, wie in vorhergegangenen Studient festgestellt wurde. Im Rahmen unserer Untersuchung haben wir eine automatische Segmentierung von Adern und Aneurysmen, ein Aderlabeling und eine Merkmalsextraktion implementiert. Für die Vorhersage des Rupturrisikos wurden auf Deep Learning basierende Ader- und Aneurysmaformmerkmale zusammen mit einer Kombination aus demografischen Merkmalen (Geschlecht und Alter des Patienten) und morphologischen Merkmalen (u. A. Lage, Größe, Oberfläche, Volumen, Sphärizität des Aneurysmas) verwendet. Zur Bewertung dieser Merkmale wurde eine Ablationsstudie durchgeführt. Acht verschiedene maschinelle Lernmodelle wurden mit dem Ziel trainiert, rupturierte Aneurysmen zu erkennen...:1 Introduction 1.1 Intracranial aneurysms 1.1.1 Treatment strategy 1.1.2 Rupture risk assesment 1.2 Artificial Intelligence 1.3 Thesis structure 1.4 Contribution of the author 2 Theory 2.1 Rupture risk assessment guidelines 2.1.1 PHASES score 2.1.2 ELAPSS score 2.2 Literature review: Aneurysm rupture prediction 2.3 Machine learning classifiers 2.3.1 Decision Tree 2.3.2 Random Forests 2.3.3 XGBoost 2.3.4 K-Nearest-Neighbor 2.3.5 Multilayer Perceptron 2.3.6 Logistic Regression 2.3.7 Support Vector Machine 2.3.8 Naive Bayes 2.4 Latent feature vectors in deep learning 2.5 PointNet++ 3 Methodology 3.1 Data 3.2 Vessel segmentation 3.3 Feature extraction 3.3.1 Deep vessel features 3.3.2 Deep aneurysm features 3.3.3 Conventional features 3.4 Rupture classification 3.4.1 Univariate approach 3.4.2 Multivariate approach 3.4.3 Deep learning approach 3.4.4 Deep learning amplified multivariate approach 3.5 Feature selection 3.5.1 Correlation-based feature selection 3.5.2 Permutation feature importance 3.6 Implementation 3.7 Evaluation 4 Results 4.1 Univariate approach 4.2 Multivariate approach 4.3 Deep learning approach 4.3.1 Deep vessel features 4.3.2 Deep aneurysm features 4.3.3 Deep vessel and deep aneurysm features 4.4 Deep learning amplified multivariate approach 4.4.1 Conventional and deep vessel features 4.4.2 Conventional and deep aneurysm features 4.4.3 Conventional, deep vessel, and deep aneurysm features 5 Discussion and Conclusions 5.1 Overview of results 5.2 Feature selection 5.3 Feature analysis 5.3.1 Deep vessel features 5.3.2 Deep aneurysm features 5.3.3 Conventional features 5.3.4 Summary 5.4 Comparison to other methods 5.5 Outlook Bibliography

Orientador: José Luiz Gasche / Resumo: Aneurismas são anormalidades formadas em algumas partes do sistema vascular humano e se caracterizam por regiões dilatadas e finas da parede arterial. Um dos tipos mais comuns ocorre no interior das artérias que chegam ao cérebro, no chamado círculo de Willis. Estes casos de aneurismas intracranianos são extremamente perigosos, pois em caso de rompimento podem ocasionar hemorragia cerebral, com consequente morte ou presença de sequelas permanentes no paciente. As causas dos aneurismas vêm sendo investigadas há tempos, e os pesquisadores concordam que os fenômenos hemodinâmicos têm papel fundamental na formação, crescimento e ruptura do aneurisma cerebral. Entretanto, os procedimentos experimentais para se conhecer melhor as características do escoamento de sangue no interior do aneurisma ainda são de difícil realização. A partir do desenvolvimento de técnicas de mapeamento do sistema vascular cerebral, pôde-se obter a geometria de aneurismas de modo que métodos numéricos na solução de problemas de escoamento passaram a ser utilizados. A partir de então, diversas pesquisas vêm sendo feitas visando a investigação da influência das variáveis biológicas e hemodinâmicas na ruptura do aneurisma. Entretanto, apenas recentemente foi dado foco na influência da interação fluido-estrutura que existe neste problema, devido a flexibilidade da parede da artéria. Assim, usando geometrias de aneurismas específicos de pacientes, simulamos o escoamento sanguíneo utilizando o pacote open-source... (Resumo completo, clicar acesso eletrônico abaixo) / Abstract: Aneurysms are abnormalities formed in some regions of the human vascular system and are characterized by dilated and thin regions of the arterial wall. One of the most common types occurs inside the brain arteries in the so-called circle of Willis. These intracranial aneurysms are extremely dangerous, because in case of rupture they can cause sub-arachnoid hemorrhage, with consequent death or presence of permanent damage to the patient. Causes of aneurysms have been investigated for a long time, and researchers agree that hemodynamic effects play a key role in the formation, growth, and rupture of brain aneurysms. However, the experimental procedures to better understand the characteristics of blood flow within the aneurysm are still difficult to perform. With the development of scanning techniques of the cerebral vascular system, it has been possible to obtain the geometry of aneurysms and then with that numerical methods for the solution of blood flow have begun to be used. Since then, several researchers have been investigating the influence of biological and hemodynamic variables on aneurysms rupture. However, it has been only in the last decade that the influence of fluid-structure interaction, due to the flexibility of the artery wall, on those variables has been investigated. In this context and using patient-specific aneurysm geometries, we simulated the blood flow using the opensource library foam-extend, which uses a partitioned methodology to numerically solve the ... (Complete abstract click electronic access below) / Résumé: Les anévrismes sont des anomalies formées sur certaines régions du système vasculaire humain et sont caractérisés par des régions dilatées de la paroi artérielle, avec une petite épaisseur. L’un des types les plus communs se produit à l’intérieur des artères de la base du cerveau, dans le cercle de Willis. Ces cas d’anévrismes intracrâniens sont extrêmement dangereux car ils peuvent provoquer une hémorragie sous-arachnoïdienne en cas de rupture, avec la mort ou la présence d’un dommage définitif pour le patient. Les causes d’anévrismes sont étudiées depuis longtemps et des recherches reconnaissent que les effets hémodynamiques jouent un rôle clé dans la formation, la croissance, et la rupture des anévrismes intracrâniens. Cependant, les procédures expérimentales pour mieux comprendre les caractéristiques de l’écoulement du sang dans l’anévrisme sont encore difficiles à réaliser. Avec le développement de techniques des images du système vasculaire cérébral, il a été possible d’obtenir la géométrie des anévrismes, donc des méthodes numériques ont commencé à être utilisées pour la solution de l’écoulement dans les anévrismes, et alors plusieurs recherches ont étudié l’influence des variables biologiques et hémodynamiques sur la rupture de l’anévrisme. Cependant, ce n’est que dans la dernière décennie que l’influence de l’interaction fluide-structure, due à la flexibilité de la paroi de l’artère, sur ces variables a été étudiée. Dans ce contexte et à l’aide de géométries d’anévri... (Résumé complet accès életronique ci-dessous) / Mestre

Orientador: José Luiz Gasche / Resumo: Originalmente, stents foram projetados para agir como barreiras mecânicas, impedindo a herniação de coils para a artéria-mãe. Recentemente, estudos mostraram que a atual geração de stents intracranianos auto-expansíveis altera a geometria local das artérias: um fenômeno com efeitos hemodinâmicos em parte incompreendidos. Nós realizamos simulações numéricas para avaliar a influência da remodelagem arterial induzida por stent sobre a hemodinâmica em aneurismas intracranianos. As simulações foram realizadas utilizando o software open-source OpenFOAM. O sangue foi modelado como fluido Newtoniano incompressível e as paredes arteriais foram consideradas rígidas. Para quantificar as alterações hemodinâmicas, avaliamos os parâmetros wall shear stress, WSS, e oscillatory shear index, OSI. Quatro geometrias reais de aneurismas intracranianos em bifurcações foram utilizadas. Em um aneurisma na bifurcação da artéria comunicante anterior (ACoA), um stent foi implantando, levando ao endireitamento das artérias que o receberam. Após o procedimento, os níveis de WSS e OSI aumentaram aproximadamente 60% e 25%, respectivamente. Em dois aneurismas em bifurcações da artéria cerebral média (MCA), dois stents foram implantados em uma configuração em “Y”, resultando em um endireitamento de ambas as artérias-filhas. O WSS máximo na superfície do aneurisma aumentou aproximadamente 5% em um dos casos e 22% no outro. Em outro aneurisma em uma bifurcação da MCA, um stent foi implantado, resultando no en... (Resumo completo, clicar acesso eletrônico abaixo) / Abstract: Stents were first designed to act as mechanical barriers, preventing coil herniation into the parent artery. The current generation of self-expanding intracranial stents has recently been shown to change the local vascular geometry, a phenomenon with unclear hemodynamic effects. We carried out numerical simulations to assess the role of stent-induced vascular remodeling in modifying intraaneurysmal hemodynamics. Simulations were performed using the open-source software OpenFOAM. Blood was assumed to behave as an incompressible Newtonian fluid; vessel walls were assumed to be rigid. Wall shear stress, WSS, and oscillatory shear index, OSI, were evaluated to quantify the hemodynamic changes in the aneurysm sac. Four pre- and post-stent patient-specific geometries of intracranial bifurcation aneurysm were used. In one aneurysm at the anterior communicating artery (ACoA) bifurcation, a single stent was deployed, resulting in straightening of the host vessels. After stenting, WSS and OSI increased by approximately 60% and 25%, respectively. In two aneurysms at middle cerebral artery (MCA) bifurcations, two stents in a “Y” configuration were deployed, resulting in straightening of both daughter arteries. The maximum WSS on the aneurysm surface increased by approximately 5% in one case and 22% in the other. In another aneurysm at a bifurcation of the MCA, a single stent was deployed, resulting in straightening of the host vessels. After stenting, WSS and OSI reduced by approximately... (Complete abstract click electronic access below) / Mestre

Submitted by Iago Lessa de Oliveira null (iago.42lessa@gmail.com) on 2017-08-30T17:33:54Z No. of bitstreams: 1 Master_Dissertation_iago_lessa_de_oliveira.pdf: 29141101 bytes, checksum: ffe8861f2f133bd987d688271ac0ef4b (MD5) / Approved for entry into archive by Luiz Galeffi (luizgaleffi@gmail.com) on 2017-08-30T18:14:48Z (GMT) No. of bitstreams: 1 oliveira_il_me_ilha.pdf: 29141101 bytes, checksum: ffe8861f2f133bd987d688271ac0ef4b (MD5) / Made available in DSpace on 2017-08-30T18:14:48Z (GMT). No. of bitstreams: 1 oliveira_il_me_ilha.pdf: 29141101 bytes, checksum: ffe8861f2f133bd987d688271ac0ef4b (MD5) Previous issue date: 2017-08-24 / Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES) / Les anévrismes sont des anomalies formées sur certaines régions du système vasculaire humain et sont caractérisés par des régions dilatées de la paroi artérielle, avec une petite épaisseur. L’un des types les plus communs se produit à l’intérieur des artères de la base du cerveau, dans le cercle de Willis. Ces cas d’anévrismes intracrâniens sont extrêmement dangereux car ils peuvent provoquer une hémorragie sous-arachnoïdienne en cas de rupture, avec la mort ou la présence d’un dommage définitif pour le patient. Les causes d’anévrismes sont étudiées depuis longtemps et des recherches reconnaissent que les effets hémodynamiques jouent un rôle clé dans la formation, la croissance, et la rupture des anévrismes intracrâniens. Cependant, les procédures expérimentales pour mieux comprendre les caractéristiques de l’écoulement du sang dans l’anévrisme sont encore difficiles à réaliser. Avec le développement de techniques des images du système vasculaire cérébral, il a été possible d’obtenir la géométrie des anévrismes, donc des méthodes numériques ont commencé à être utilisées pour la solution de l’écoulement dans les anévrismes, et alors plusieurs recherches ont étudié l’influence des variables biologiques et hémodynamiques sur la rupture de l’anévrisme. Cependant, ce n’est que dans la dernière décennie que l’influence de l’interaction fluide-structure, due à la flexibilité de la paroi de l’artère, sur ces variables a été étudiée. Dans ce contexte et à l’aide de géométries d’anévrismes spécifiques des patients, des simulations numériques ont été effectuées avec le logiciel open-source foam-extend, qui utilise une méthodologie partitionnée pour résoudre numériquement le problème d’interaction fluide-structure. En comparant les paramètres qui peuvent conduire à la rupture – tels que le cisaillement sur la paroi et l’indice d’oscillation du cisaillement – entre les résultats des simulations avec l’hypothèse de la paroi rigide et élastique, nous avons évalué l’influence de la flexibilité de la paroi de l’anévrisme sur ces paramètres, en concluant que cette flexibilité change les valeurs de ces paramètres, donc l’option de traitement peut changer si le médecin les utilise pour décider de traiter le patient. / Aneurismas são anormalidades formadas em algumas partes do sistema vascular humano e se caracterizam por regiões dilatadas e finas da parede arterial. Um dos tipos mais comuns ocorre no interior das artérias que chegam ao cérebro, no chamado círculo de Willis. Estes casos de aneurismas intracranianos são extremamente perigosos, pois em caso de rompimento podem ocasionar hemorragia cerebral, com consequente morte ou presença de sequelas permanentes no paciente. As causas dos aneurismas vêm sendo investigadas há tempos, e os pesquisadores concordam que os fenômenos hemodinâmicos têm papel fundamental na formação, crescimento e ruptura do aneurisma cerebral. Entretanto, os procedimentos experimentais para se conhecer melhor as características do escoamento de sangue no interior do aneurisma ainda são de difícil realização. A partir do desenvolvimento de técnicas de mapeamento do sistema vascular cerebral, pôde-se obter a geometria de aneurismas de modo que métodos numéricos na solução de problemas de escoamento passaram a ser utilizados. A partir de então, diversas pesquisas vêm sendo feitas visando a investigação da influência das variáveis biológicas e hemodinâmicas na ruptura do aneurisma. Entretanto, apenas recentemente foi dado foco na influência da interação fluido-estrutura que existe neste problema, devido a flexibilidade da parede da artéria. Assim, usando geometrias de aneurismas específicos de pacientes, simulamos o escoamento sanguíneo utilizando o pacote open-source foam-extend, que possui uma metodologia particionada implementada para resolver numericamente o problema de interação fluido-estrutura. Através de comparação dos parâmetros que podem levar a ruptura -- tensão de cisalhamento na parede e índice de oscilação do cisalhamento -- entre os resultados das simulações considerando as hipóteses de parede rígida e flexível, avaliamos a influência da flexibilidade da parede em tais parâmetros, concluindo que tal flexibilidade tem influência nos parâmetros que podem levar à ruptura do aneurisma a ponto de alterar a decisão de tratamento, caso ela fosse feita baseada em tais parâmetros. / Aneurysms are abnormalities formed in some regions of the human vascular system and are characterized by dilated and thin regions of the arterial wall. One of the most common types occurs inside the brain arteries in the so-called circle of Willis. These intracranial aneurysms are extremely dangerous, because in case of rupture they can cause sub-arachnoid hemorrhage, with consequent death or presence of permanent damage to the patient. Causes of aneurysms have been investigated for a long time, and researchers agree that hemodynamic effects play a key role in the formation, growth, and rupture of brain aneurysms. However, the experimental procedures to better understand the characteristics of blood flow within the aneurysm are still difficult to perform. With the development of scanning techniques of the cerebral vascular system, it has been possible to obtain the geometry of aneurysms and then with that numerical methods for the solution of blood flow have begun to be used. Since then, several researchers have been investigating the influence of biological and hemodynamic variables on aneurysms rupture. However, it has been only in the last decade that the influence of fluid-structure interaction, due to the flexibility of the artery wall, on those variables has been investigated. In this context and using patient-specific aneurysm geometries, we simulated the blood flow using the opensource library foam-extend, which uses a partitioned methodology to numerically solve the fluid-structure interaction problem. By comparing the parameters that can lead to rupture – wall shear stress and oscillatory shear index – between the results of the simulations considering the rigid and flexible walls hypotheses, we evaluated the influence of wall flexibility on such parameters, concluding that the flexibility influences the parameters that can lead to rupture, changing the decision of treatment if made using those parameters.