Introdução: Apesar dos avanços significativos no tratamento endovascular das doenças arteriais coronarianas e periféricas, a reestenose intra-stent continua sendo o principal limitante a médio prazo desses procedimentos. O mecanismo da reestenose intra-stent é principalmente a hiperplasia intimal, já que o stent impede a retração elástica aguda e resiste ao remodelamento geométrico negativo tardio. A hiperplasia intimal ocorre basicamente em resposta à formação de trombo local, à inflamação e às dissecções intimais e mediais secundárias à injúria causada pelo stent, sendo o grau de resposta intimal a base dos efeitos a longo prazo. O uso de stents com hastes menores e revestidos com drogas ou polímeros tem sido considerado uma nova alternativa para a prevenção da reestenose intra-stent. Objetivo: Analisar a resposta arterial ao implante de stent de cromo-cobalto sem e com revestimento de polímero Camouflage® em artérias carótidas de suínos, utilizando os seguintes parâmetros histológicos: grau de endotelização, conteúdo de células musculares lisas, grau de angiogênese, conteúdo de fibrina, grau de inflamação e injúria; além da análise histomorfométrica. Método: Stents balões-expansíveis de cromo-cobalto ( 8 stents CC Flex e 5 stents CC Flex Proactive) de 4 x 16 mm foram implantados em artérias carótidas comuns de oito suínos jovens, sendo um stent liberado em cada artéria. Após 30 dias, as artérias contendo os stents foram removidas, fixadas e coradas pelos métodos de hematoxilina/eosina e Verhoeff/Van Giesson. O segmento arterial contendo o stent foi dividido em 3 blocos distintos: proximal, médio e distal. Os cortes histológicos foram obtidos utilizando-se micrótomo de impacto (Polycut S, Leica, Alemanha) equipado com navalha de tungstênio de 16 cm, tipo D (Leica, Alemanha), com 5 ^m de espessura. A navalha de tungstênio mantém as hastes dos stents intactas nas secções transversas, minimizando os artefatos potenciais causados pela retirada dos stents. A avaliação foi realizada através de critérios histológicos e histomorfométricos. Resultados: Todos os stents foram implantados com sucesso e sem dificuldades técnicas. A análise histológica em 30 dias evidenciou alto grau de endotelização em todos os segmentos avaliados e leve à moderada infiltração de células musculares na íntima. Observou-se baixo grau de angiogênese em cerca de 50% dos segmentos avaliados e ausência completa de deposição de fibrina em pelo menos 80%, com distribuição semelhante entre os grupos. A resposta inflamatória e o grau de injúria causadas pelas hastes dos stents também foram discretas e similares entre os grupos e não houve correlação entre resposta inflamatória e injúria e desses parâmetros com a área de neoíntima. O grau de obstrução neo-intimal identificada neste período foi pequeno (15,1% +/- 8,38 CC Flex x 15,5%+/- 5,39 CC Flex ProActive) e estatisticamente não significativo entre os grupos (p=0,785). Conclusão: Os achados deste estudo experimental sugerem que o uso de stents de cromo-cobalto revestidos com polímero Camouflage® em artérias carótidas de suínos parece estar associado, pelo menos no curto prazo, a uma resposta histológica semelhante àquela encontrada após o implante de stents de cromo-cobalto não revestidos. Neste período não se observou uma menor hiperplasia intimal em virtude do revestimento de polímero. / Introduction: Despite all the advances in the endovascular treatment of coronary and peripheral artery diseases, in-stent restenosis is still the main limiting factor of these procedures in the medium and long-term. The mechanism of in-stent restenosis is mainly the intimal hyperplasia, as the stent prevents acute elastic recoil and later negative geometric arterial remodeling. Intimal hyperplasia occurs basically in response to the formation of local thrombus, inflammation and intimal and medial dissections secondary to the injury caused by the stent, with the degree of intimal response being the cause of long-term effects. Coating drug-eluting stents with polymers and drugs with thinner struts have been considered a new alternative for in-stent restenosis prevention. Objective: Analyse the arterial response to the cobalt-chromium stent implant with and without polymer coating Camouflage® in carotid arteries of pigs, using the following histological parameters: degree of endothelialization, smooth muscle cells (SMC) content, degree of angiogenesis, intimal fibrin content, degree of inflammation and injury; plus histomorphometric analysis. Method: Cobaltchromium balloon-expandable stents (8 CC Flex stents and 5 CC Flex Proactive), 4 x 16 mm, were deployed in common carotid arteries of 8 young pigs, with one stent being deployed in each artery. After 30 days, the arteries containing the stents were removed and underwent fixation and staining using the hematoxilin/eosin and Verhoeff /Van Giesson methods. The arterial segment containing the stent was divided into 3 distinct portions: proximal, middle and distal. The histological sections were obtained using impact microtome (Polycut S, Leica, Germany), equipped with a 16 cm, type D, 5 ^m thick tungsten knife (Leica, Germany). The tungsten knife maintains the stent shaft intact in cross sections, minimizing the potential artifacts caused by stent removal. The evaluation was carried out using histological and histomorfometric criteria. Results: All the stents were deployed with success and with no technical difficulties. The histological analysis performed after 30 days showed a high level of endothelialization in all the evaluated portions and mild to moderate infiltration of the SMC in the intima layer. A low level of angiogenesis of about 50% of the evaluated portions was observed and a complete absence of fibrin deposition in at least 80% of the portions, with similar distribution among the groups. The inflammatory response and the level of injury caused by the struts of the stents were also minimum and this was similar among the groups. There was no correlation between inflammatory response and injury and between the two latter parameters and the neo-intima area. The level of neo-intimal obstruction identified in this period was small (15,1% +/- 8,38 CC Flex x 15,5%+/- 5,39 CC Flex ProActive ) and no statistical significance between the groups (p=0,785). Conclusion: The findings of this experimental study suggest the use of balloonexpandable cobalt-chromium stents coated with polymer Camouflage® in carotid arteries of pigs seems to be associated, at least in the short-term, with a similar histological response to that found in the implantation of non-coated cobalt-chromium stents. In this period, a lower intimal hyperplasia was not observed with polymer coating stents.

Introdução: Apesar dos avanços significativos no tratamento endovascular das doenças arteriais coronarianas e periféricas, a reestenose intra-stent continua sendo o principal limitante a médio prazo desses procedimentos. O mecanismo da reestenose intra-stent é principalmente a hiperplasia intimal, já que o stent impede a retração elástica aguda e resiste ao remodelamento geométrico negativo tardio. A hiperplasia intimal ocorre basicamente em resposta à formação de trombo local, à inflamação e às dissecções intimais e mediais secundárias à injúria causada pelo stent, sendo o grau de resposta intimal a base dos efeitos a longo prazo. O uso de stents com hastes menores e revestidos com drogas ou polímeros tem sido considerado uma nova alternativa para a prevenção da reestenose intra-stent. Objetivo: Analisar a resposta arterial ao implante de stent de cromo-cobalto sem e com revestimento de polímero Camouflage® em artérias carótidas de suínos, utilizando os seguintes parâmetros histológicos: grau de endotelização, conteúdo de células musculares lisas, grau de angiogênese, conteúdo de fibrina, grau de inflamação e injúria; além da análise histomorfométrica. Método: Stents balões-expansíveis de cromo-cobalto ( 8 stents CC Flex e 5 stents CC Flex Proactive) de 4 x 16 mm foram implantados em artérias carótidas comuns de oito suínos jovens, sendo um stent liberado em cada artéria. Após 30 dias, as artérias contendo os stents foram removidas, fixadas e coradas pelos métodos de hematoxilina/eosina e Verhoeff/Van Giesson. O segmento arterial contendo o stent foi dividido em 3 blocos distintos: proximal, médio e distal. Os cortes histológicos foram obtidos utilizando-se micrótomo de impacto (Polycut S, Leica, Alemanha) equipado com navalha de tungstênio de 16 cm, tipo D (Leica, Alemanha), com 5 ^m de espessura. A navalha de tungstênio mantém as hastes dos stents intactas nas secções transversas, minimizando os artefatos potenciais causados pela retirada dos stents. A avaliação foi realizada através de critérios histológicos e histomorfométricos. Resultados: Todos os stents foram implantados com sucesso e sem dificuldades técnicas. A análise histológica em 30 dias evidenciou alto grau de endotelização em todos os segmentos avaliados e leve à moderada infiltração de células musculares na íntima. Observou-se baixo grau de angiogênese em cerca de 50% dos segmentos avaliados e ausência completa de deposição de fibrina em pelo menos 80%, com distribuição semelhante entre os grupos. A resposta inflamatória e o grau de injúria causadas pelas hastes dos stents também foram discretas e similares entre os grupos e não houve correlação entre resposta inflamatória e injúria e desses parâmetros com a área de neoíntima. O grau de obstrução neo-intimal identificada neste período foi pequeno (15,1% +/- 8,38 CC Flex x 15,5%+/- 5,39 CC Flex ProActive) e estatisticamente não significativo entre os grupos (p=0,785). Conclusão: Os achados deste estudo experimental sugerem que o uso de stents de cromo-cobalto revestidos com polímero Camouflage® em artérias carótidas de suínos parece estar associado, pelo menos no curto prazo, a uma resposta histológica semelhante àquela encontrada após o implante de stents de cromo-cobalto não revestidos. Neste período não se observou uma menor hiperplasia intimal em virtude do revestimento de polímero. / Introduction: Despite all the advances in the endovascular treatment of coronary and peripheral artery diseases, in-stent restenosis is still the main limiting factor of these procedures in the medium and long-term. The mechanism of in-stent restenosis is mainly the intimal hyperplasia, as the stent prevents acute elastic recoil and later negative geometric arterial remodeling. Intimal hyperplasia occurs basically in response to the formation of local thrombus, inflammation and intimal and medial dissections secondary to the injury caused by the stent, with the degree of intimal response being the cause of long-term effects. Coating drug-eluting stents with polymers and drugs with thinner struts have been considered a new alternative for in-stent restenosis prevention. Objective: Analyse the arterial response to the cobalt-chromium stent implant with and without polymer coating Camouflage® in carotid arteries of pigs, using the following histological parameters: degree of endothelialization, smooth muscle cells (SMC) content, degree of angiogenesis, intimal fibrin content, degree of inflammation and injury; plus histomorphometric analysis. Method: Cobaltchromium balloon-expandable stents (8 CC Flex stents and 5 CC Flex Proactive), 4 x 16 mm, were deployed in common carotid arteries of 8 young pigs, with one stent being deployed in each artery. After 30 days, the arteries containing the stents were removed and underwent fixation and staining using the hematoxilin/eosin and Verhoeff /Van Giesson methods. The arterial segment containing the stent was divided into 3 distinct portions: proximal, middle and distal. The histological sections were obtained using impact microtome (Polycut S, Leica, Germany), equipped with a 16 cm, type D, 5 ^m thick tungsten knife (Leica, Germany). The tungsten knife maintains the stent shaft intact in cross sections, minimizing the potential artifacts caused by stent removal. The evaluation was carried out using histological and histomorfometric criteria. Results: All the stents were deployed with success and with no technical difficulties. The histological analysis performed after 30 days showed a high level of endothelialization in all the evaluated portions and mild to moderate infiltration of the SMC in the intima layer. A low level of angiogenesis of about 50% of the evaluated portions was observed and a complete absence of fibrin deposition in at least 80% of the portions, with similar distribution among the groups. The inflammatory response and the level of injury caused by the struts of the stents were also minimum and this was similar among the groups. There was no correlation between inflammatory response and injury and between the two latter parameters and the neo-intima area. The level of neo-intimal obstruction identified in this period was small (15,1% +/- 8,38 CC Flex x 15,5%+/- 5,39 CC Flex ProActive ) and no statistical significance between the groups (p=0,785). Conclusion: The findings of this experimental study suggest the use of balloonexpandable cobalt-chromium stents coated with polymer Camouflage® in carotid arteries of pigs seems to be associated, at least in the short-term, with a similar histological response to that found in the implantation of non-coated cobalt-chromium stents. In this period, a lower intimal hyperplasia was not observed with polymer coating stents.

FUNDAMENTOS: Na prática clínica uma questão importante no manuseio da doença aterosclerótica coronária (DAC) é definir quais lesões estão associadas com isquemia coronária e que devem ser tratadas. Por outro lado, o valor da medida do fluxo fracionado de reserva do miocárdio (FFR) na avaliação da DAC está muito bem estabelecido. O FFR é capaz de definir as lesões que realmente merecem tratamento. No entanto, algumas vezes, a seleção das lesões que devem ser tratadas é feita baseada em critérios angiográficos. O principal objetivo desse estudo é avaliar a percentagem de mudança na estratégia terapêutica inicialmente planejada, após a medida do FFR, em todas as intervenções percutâneas (ICP) eletivas realizadas em nosso Serviço durante um período contínuo de tempo. MÉTODOS: Todos os pacientes agendados para ICP eletivas de Outubro de 2004 a Abril de 2005 foram incluídos no estudo exceto aqueles com oclusão crônica. Duzentos e cinqüenta pacientes e 471 vasos com pelo menos uma lesão &#8805; 50% pela estimativa visual com indicação de implante de stent foram avaliados medindo-se o FFR. Antes da PCI 3 cardiologistas reviam o angiograma e classificavam as lesões em 2 categorias, lesões que deveriam ser tratadas e lesões que não deveriam ser. Após a medida do FFR a decisão sobre o tratamento da estenose em questão foi baseada no valor do mesmo: FFR &#8805; 0,75 a lesão não era tratada; FFR < 0,75 a lesão era tratada. RESULTADOS: Foi possível obter o FFR em 452 lesões (96%). O diâmetro de estenose médio foi de 62 ± 12% e o FFR médio foi 0,67 ± 0,17. Em 68% das lesões a estratégia planejada de acordo com a angiografia foi seguida e em 32% houve mudança de estratégia com base no FFR. Em 100 estenoses (22%) nenhuma ICP foi realizada e em 44 estenoses (10%) algum tipo de revascularização foi feita apesar da lesão não ter sido considerada significativa pela angiografia. Em 48% dos pacientes houve pelo menos 1 estenose na qual a decisão terapêutica foi mudada após a avaliação fisiológica invasiva. CONCLUSÕES: Neste estudo prospectivo, não seletivo e que representa o mundo real das ICP, 32% das lesões coronárias e 48% dos pacientes teriam recebido tratamento diferente se somente a estimativa visual da angiografia fosse seguida, enfatizando a utilidade da avaliação fisiológica invasiva como uma importante ferramenta auxiliar nas tomadas de decisão durante as intervenções percutâneas. / BACKGROUND: In complex and multivessel coronary artery disease, it is often difficult to assess which lesions are associated with reversible ischemia and should be stented. Fractional flow reserve (FFR) is a well established methodology to indicate which lesions are culprit or not. Yet, frequently the selection of lesions to be stented is based on the angiogram alone. The main aim of this study in patients admitted for elective percutaneous coronary intervention (PCI) was to evaluate the percentage of change in the initial therapeutic plan if decision is based on FFR measurement rather than on angiographic assessment. METHODS: All patients scheduled for elective PCI between October 2004 and April 2005 were included in the study except those with chronic total occlusion. Two hundred and fifty patients and 471 arteries with a stenosis &#8805; 50% by visual estimation and initially selected to be stented were assessed by FFR measurements. Before PCI, 3 cardiologists independently reviewed the diagnostic angiogram and classified lesions as those that should be treated by PCI by visual assessment and those that should not be treated. Next, the decision to stent was based upon FFR measurement. If FFR was < 0.75, actual stenting was performed; if FFR was &#8805; 0.75, no interventional treatment was given. RESULTS: It was possible to perform optimal pressure measurements and FFR determinations in 452 (96%) lesions. Mean diameter stenosis was 62 ± 12% and average FFR 0.67 ± 0.17 for the entire group. In 68% of the stenoses initial therapeutic strategy as assessed from the angiogram was followed and in 32% there was a change in the planned approach based on FFR. In 100 stenoses (22%) PCI planned on the basis of angiography was deferred, and in 44 stenoses (10%) revascularization was performed although such stenosis was not considered as ischemia-related on the angiogram. In 48% of the patients there was at least one lesion in which the treatment decision was changed after physiologic measurements. CONCLUSIONS: In this prospective, non-selective, but complete study representing the real world of PCI, 32% of the coronary stenoses and 48% of patients would have received a different treatment if solely the visual assessment by angiography was followed, stressing the utility of physiologic assessment in refining decision making during PCI.

Introdução: A tomografia das artérias coronárias (ANGIO-TC) tem o potencial de medir as dimensões dos vasos e pode ser opção, aos métodos invasivos, para análises quantitativas em intervenções coronárias com suportes vasculares bioabsorvíveis (SVB) poliméricos radiolucentes. Objetivos: Medidas quantitativas pela ANGIO-TC do lúmen de segmentos coronários de pacientes submetidos a implante de um SVB com eluição de novolimus (DESolve®) foram comparadas às do ultrassom intracoronário (USIC). Os objetivos primários foram a comparação da área mínima e do volume do lúmen do SVB. Outros objetivos incluíram medidas nas margens do dispositivo, de referências do vaso e dos percentuais de estenose do SVB. A precisão de identificação do local de menor dimensão foi estimada pela distância entre este e a borda proximal do SVB. Método: Vinte e um pacientes submetidos a implante de um SVB DESolve e que foram reestudados após 6 meses com cinecoronariografia e USIC realizaram, também, ANGIO-TC. Sem conhecimento dos valores um do outro, um operador, em cada método, efetuou as medidas de volume, área e diâmetro mínimos do lúmen do SVB, de áreas e diâmetros mínimos do lúmen nas margens proximal e distal do SVB, de diâmetros e áreas de referência luminais e dos percentuais de estenose de diâmetros e áreas do SVB. Diferenças entre as médias foram significativas quando testes resultaram o valor de p< 0,05. Coeficientes de correlação foram calculados e a concordância foi analisada pelo método de Bland-Altman. Resultados: Os métodos não se mostraram correlacionados ao medirem área mínima do lúmen do SVB e a ANGIO-TC subestimou significativamente os valores em relação ao USIC (diferença de médias= -1,27 mm2; p= 0,004). As medidas do volume do lúmen do SVB mostraram correlação (r= 0,58; p= 0,006) e foram equivalentes (diferença de mediana= 5,4 mm3; p= 0,14). Em ambas, houve ampla variabilidade entre as medidas (variação percentual do erro de 128% para a área e de 119% para o volume). Os métodos mostraram correlações significativas para todas as demais variáveis. As médias das medidas de diâmetros, pela ANGIO-TC, não mostraram diferenças significativas em relação ao USIC. A ANGIO-TC subestimou significativamente as medidas da área mínima do lúmen no segmento distal ao SVB (diferença= -1,09 mm2; p = 0,017) e da área de referência dos vasos (diferença = -1,34 mm2; p = 0,008). Apesar do viés mínimo, os métodos mostraram ampla variação ao identificar o ponto de menor dimensão do SVB (erro percentual = 186%). A ANGIO-TC, assim como o USIC, não identificou casos de reestenose. Os métodos mostraram melhor nível de concordância ao medirem diâmetros e maiores discrepâncias ao estimarem percentuais de estenose. Conclusões: Em segmentos coronários com SVB polimérico, a ANGIOTC não obteve correlação e subestimou a área mínima do lúmen em relação ao USIC. Quantificações do volume do lúmen foram equivalentes e correlacionadas. Independentemente do nível de correlação, o padrão de concordância das medidas evidenciou um nível de acurácia insatisfatório para a ANGIO-TC substituir o USIC para quantificações de lumens em estudos com SVB radiolucentes, embora permaneça útil para análises visuais na prática clínica. / Computed tomography coronary angiography (CTA) is able to quantify vessel dimensions and might potentially be an alternative to substitute invasive methods for quantitative analysis in percutaneous coronary interventions with bioresorbable vascular scaffolds (BVS). This study compared quantitative measurements derived from CTA images to intravascular ultrasound (IVUS) in coronary segments implanted with radiolucent DESolve(TM) novolimuseluting BVS. Primary objectives were comparisons of BVS minimal luminal area and luminal volume in BVS. Secondary objectives included comparisons of minimal luminal areas and diameters in proximal and distal segments to the BVS, luminal vessel reference areas and diameters and BVS percent area and diameter stenosis. Precision of identifying BVS luminal minimal area were assessed by measuring distance from this point to proximal BVS border. Twenty-one patients underwent both CTA and IVUS, six months after BVS deployment. Each method was performed by an experienced operator, blinded to other\'s quantifications. Correlation coefficients were calculated and mean differences with 95% limits of agreement were assessed by Bland-Altman analysis. A p-value less than 0.05 were considered statistically significant. CTA did not show correlation to IVUS and significantly underestimated minimal luminal area in BVS (mean differences = -1.27 mm2; p = 0.004). Quantitative measurements of luminal volume in BVS were equivalent (median difference = 5.4 mm3; p = 0.14) and showed modest correlation (r= 0.58; p= 0.006). Both variables showed wide limits of agreement (percent error = 128% in minimal luminal area and 119% in luminal volume). Correlations were significant in all other variables. Both methods did not show significant differences quantifying all-segment diameters, and percent area and diameter stenosis. CTA significantly underestimated measurements of minimal luminal area in distal segment after BVS (mean difference = -1,09 mm2; p = 0,017) and luminal reference area (mean difference = -1,34 mm2; p = 0,008). CTA and IVUS showed nonsignificant bias to identify BVS luminal minimal area, but very wide limits of agreement (percent error= 186%). Both methods agreed in showing no cases of binary restenosis. Regardless of correlations or mean differences, all measures showed high variability, caracterized by wide limits of agreement. The least variations resulted from diameter quantifications, whereas estimated percent stenosis presented more disparities. These discrepancies between both methods showed that CTA analysis is still not fully developed to replace IVUS in the assessment of quantitative measurements in vessels treated with BVS. It remains, however, clinically useful for visual qualitative analysis.

O tema deste estudo abrange duas áreas do conhecimento: a Medicina e a Ciência da Computação. Consiste na aplicação do processo de descoberta de conhecimento em base de Dados (KDD - Knowledge Discovery in Databases), a um banco de dados real na área médica denominado Registro Desire. O Registro Desire é o registro mais longevo da cardiologia intervencionista mundial, unicêntrico e acompanha por mais de 13 anos 5.614 pacientes revascularizados unicamente pelo implante de stents farmacológicos. O objetivo é criar por meio desta técnica um modelo que seja descritivo e classifique os pacientes quanto ao risco de ocorrência de eventos cardíacos adversos maiores e indesejáveis, e avaliar objetivamente seu desempenho. Posteriormente, apresentar as regras extraídas deste modelo aos usuários para avaliar o grau de novidade e de concordância do seu conteúdo com o conhecimento dos especialistas. Foram criados modelos simbólicos de classificação pelas técnicas da árvore de decisão e regras de classificação utilizando para a etapa de mineração de dados os algoritmos C4.5, Ripper e CN2, em que o atributo-classe foi a ocorrência ou não do evento cardíaco adverso. Por se tratar de uma classificação binária, os modelos foram avaliados objetivamente pelas métricas associadas à matriz de confusão como acurácia, sensibilidade, área sob a curva ROC e outras. O algoritmo de mineração processa automaticamente todos os atributos de cada paciente exaustivamente para identificar aqueles fortemente associados com o atributo-classe (evento cardíaco) e que irão compor as regras. Foram extraídas as principais regras destes modelos de modo indireto, por meio da árvore de decisão ou diretamente pela regra de classificação, que apresentaram as variáveis mais influentes e preditoras segundo o algoritmo de mineração. Os modelos permitiram entender melhor o domínio de aplicação, relacionando a influência de detalhes da rotina e as situações associadas ao procedimento médico. Pelo modelo, foi possível analisar as probabilidades da ocorrência e da não ocorrência de eventos em diversas situações. Os modelos induzidos seguiram uma lógica de interpretação dos dados e dos fatos com a participação do especialista do domínio. Foram geradas 32 regras das quais três foram rejeitadas, 20 foram regras esperadas e sem novidade, e 9 foram consideradas regras não tão esperadas, mas que tiveram grau de concordância maior ou igual a 50%, o que as tornam candidatas à investigação para avaliar sua eventual importância. Tais modelos podem ser atualizados ao aplicar novamente o algoritmo de mineração ao banco com os dados mais recentes. O potencial dos modelos simbólicos e interpretáveis é grande na Medicina quando aliado à experiência do profissional, contribuindo para a Medicina baseada em evidência. / The main subject of this study comprehends two areas of knowledge, the Medical and Computer Science areas. Its purpose is to apply the Knowledge Discovery Database-KDD to the DESIRE Registry, an actual Database in Medical area. The DESIRE Registry is the oldest world\'s registry in interventional cardiology, is unicentric, which has been following up 5.614 resvascularized patients for more then 13 years, solely with pharmacological stent implants. The goal is to create a model using this technique that is meaningful to classify patients as the risk of major adverse cardiac events (MACE) and objectively evaluate their performance. Later present rules drawn from this model to the users to assess the degree of novelty and compliance of their content with the knowledge of experts. Symbolic classification models were created using decision tree model, and classification rules using for data mining step the C4.5 algorithms, Ripper and CN2 where the class attribute is the presence or absence of a MACE. As the classification is binary, the models where objectively evaluated by metrics associated to the Confusion Matrix, such as accuracy, sensitivity, area under the ROC curve among others. The data mining algorithm automatically processes the attributes of each patient, who are thoroughly tested in order to identify the most predictive to the class attribute (MACE), whom the rules will be based on. Indirectly, using decision tree, or directly, using the classification rules, the main rules of these models were extracted to show the more predictable and influential variables according to the mining algorithm. The models allowed better understand the application range, creating a link between the influence of the routine details and situations related to the medical procedures. The model made possible to analyse the probability of occurrence or not of events in different situations. The induction of the models followed an interpretation of the data and facts with the participation of the domain expert. Were generated 32 rules of which only three were rejected, 20 of them were expected rules and without novelty and 9 were considered rules not as expected but with a degree of agreement higher or equal 50%, which became candidates for an investigation to assess their possible importance. These models can be easily updated by reapplying the mining process to the database with the most recent data. There is a great potential of the interpretable symbolic models when they are associated with professional background, contributing to evidence-based medicine.

A intervenção percutânea com implante de stents constitui-se na principal forma de revascularização miocárdica empregada, e associa-se à redução de sintomas, à melhoria na qualidade de vida e ao aumento da sobrevida em pacientes acometidos por síndrome coronária aguda. Entretanto, o implante de stents pode acompanhar-se de exagerada hiperplasia intimal, principal determinante da reestenose destes dispositivos. Diversos fatores clínicos, anatômicos e técnicos associam-se a maiores taxas de reestenose, porém a hipótese de que o tipo ou a composição da lesão aterosclerótica tratada possa correlacionar-se com o fenômeno ainda não foi esclarecida. Determinar a relação entre a composição da placa aterosclerótica tratada conforme análise pela Histologia Virtual® - e a magnitude da hiperplasia intimal após o implante de stents farmacológicos e não-farmacológicos. No período de setembro de 2008 a novembro de 2009, selecionamos 52 pacientes prospectivos com o diagnóstico de síndrome coronária aguda com ou sem supra ST, submetidos à cinecoronariografia e candidatos à intervenção percutânea. Estes foram randomizados para o tratamento com stents farmacológicos com sirolimus (Cypher® Cordis, Johnson & Johnson) ou com stents não-farmacológicos (Driver®,Medtronic Inc.). O ultra-som com Histologia Virtual® foi realizado antes do tratamento das lesões culpadas, e correlacionou-se o porcentual dos componentes fibrótico, fibrolipídico, núcleo necrótico e cálcio com o grau de hiperplasia intimal, em reestudo ultrasonográfico realizado aos 9 meses. A média de idades foi de 55,3 anos (DP 4,9 anos), sendo 77% homens. Não foram verificadas diferenças significativas entre os grupos no que se refere às variáveis clínicas e angiográficas. A maioria dos pacientes apresentava obstrução coronária uniarterial, e o vaso mais freqüentemente tratado foi a descendente anterior. À Histologia Virtual®, não foram detectadas diferenças em relação ao tipo de placa tratada, sendo predominantes as lesões do tipo fibroateroma e fibroateroma calcificado. O tecido fibrótico foi o componente preponderante [59,6% (DP 15,8%) do volume total das placas analisadas], e cerca de 20% do volume das lesões era composto por núcleo necrótico. Após 9 meses, o reestudo ultrasonográfico foi realizado em 49 (94%) dos pacientes. Tanto o volume como o porcentual de hiperplasia intimal foram significativamente maiores no grupo tratado com stents não-farmacológicos [60,8 mm3 [DP 32 mm3] versus 14 mm3 (DP 9,2 mm3), p<0,0001 e [31,9% (DP 12,9%) versus 8,2% (DP 7,6%) , p<0,0001, respectivamente]. Contudo, não foi observada associação entre os porcentuais dos componentes fibrótico (corr. 0,038, p=0,81), fibrolipídico (corr. 0,109, p=0,49), cálcio (corr. -0,073, p=0,64) e núcleo necrótico (corr. -0,062, p=0,69) das lesões tratadas com o tecido neointimal intra-stent. Os resultados desta investigação prospectiva e randomizada indicam que as informações providas pela Histologia Virtual® na caracterização das placas ateroscleróticas não auxiliam na identificação de lesões mais propensas à reestenose, após o implante de stents farmacológicos e não-farmacológicos. / To the present, little is known about the correlation between modifications in plaque composition at stent edges and the changes in vessel geometry. This study sought to evaluate, by serial grey-scale intravascular ultrasound (IVUS) and Virtual Histology(TM), the modifications in plaque composition at the edges of drug-eluting and bare-metal stents and the correlation of these findings with changes in the measuremntes of vessel, lumen and plaque area at those segments. Single-center, prospective and randomized (1:1) evaluation of 40 patients with acute coronary syndrome treated with bare-metal (Driver(TM), n=20 patients) or drug-eluting stents (Cypher(TM), n=20 patients). Following stent deployment, all individuals underwent gray scale IVUS and Virtual Histology(TM) evaluation, which were repeated at nine months. Primary endpoint included the modification in vessel, lumen and plaque area and in the composition of the plaque in the mean time between the baseline and follow-up procedure. Additionally, we tried to determine a correlation between plaque composition variation and changes in vessel geometry. At the proximal edge of both drug-eluting and bare-metal stents there was a trend to positive vessel remodeling which compensated the modest increase in plaque area. At the distal edge, patients treated with drug-eluting stents had less plaque growth resulting in a larger lumen area at follow-up. By Virtual Histology, there was a marked reduction in the % of fibrotic tissue and necrotic core in both edges of the two stents and a positive, strong correlation was seen between increase in % of fibrofatty component and augmentation in plaque area(r=0.78, p=0.01). The use of drug-eluting stents was not associated with \"edge effect\". On the contrary, patients treated with these devices experienced less plaque growth, especially at the distal edge of the stents. Modifications in plaque composition, with increase in fibrofatty content, might partially explain these findings.

Abstract Endovascular aneurysm repair (EVAR) is a minimally invasive alternative to open surgery to exclude an abdominal aortic aneurysm from the circulation to avert a rupture. The aim of this thesis was to evaluate the early and mid-term results of EVAR using the Zenith® stent-graft (Cook Inc, Bloomington, IN, USA) in asymptomatic and symptomatic abdominal aortic aneurysm (AAA) patients in three Finnish university hospitals. Furthermore, the aim was to study whether preoperative embolization of the inferior mesenteric artery (IMA) before EVAR decreases the incidence of a type II endoleak or has an effect on the aneurysm sac shrinkage. Finally, the results after secondary interventions for a type II endoleak were evaluated. Two hundred six patients underwent elective endovascular repair of an intact AAA. The use of the Zenith® stent-graft was associated with good early and mid-term results. The thirty-day mortality rate (2.9%) was in accordance with other EVAR studies. Only one late aneurysm-related death occurred in this series, whilst no patients died of a late aneurysm rupture. No stent-graft migrations or fractures were observed. Endoleak, defined as persistent blood flow outside the graft and within the aneurysm sac, remains a long-term problem with EVAR. The overall endoleak incidence was 34.6%. A type II endoleak (retrograde perfusion via aortic side branches) occurred in 52 patients (25.4%). EVAR was performed for 14 patients with a symptomatic, unruptured AAA. The median delay from admission to intervention was 4 days. EVAR of a symptomatic, unruptured AAA was associated with a favourable outcome even in patients with a very high operative risk. There were no perioperative deaths. Altogether forty patients treated at Kuopio University Hospital had a patent IMA on preoperative computed tomography (CT) and were treated successfully with coil embolization before EVAR. Thirty-nine patients who underwent EVAR at Oulu University Hospital without preoperative embolization of a patent IMA served as a control group. Preoperative coil embolization of the IMA significantly reduced the incidence of type II endoleaks after EVAR, but the present study failed to show any influence on late postoperative aneurysm sac shrinkage. Overall, 14 patients underwent a secondary intervention to repair the type II endoleak. Ten patients had transarterial embolization and four patients had translumbar embolization. The results were unsatisfactory; clinical success after the first secondary intervention was achieved in only two patients in the transarterial embolization group and three patients in the translumbar embolization group. These results seem to favour direct translumbar embolization rather than transarterial embolization. In conclusion, EVAR with the Zenith® stent-graft is effective in excluding AAAs from the circulation and is associated with good mid-term results.

The field of structural design optimization is one with great breadth and depth in many engineering applications. From the perspective of a designer, three distinct numerical methodologies may be employed. These include size, shape, and topology optimization, in which the ordering typically (but not always) corresponds to the order of increasing complexity and computational expense. This, of course, depends on the particular problem of interest and the selected numerical methods. The primary focus of this research employs density-based topology optimization with the goal of improving structural resistance to failure. Beginning with brittle fracture, two topology optimization based formulations are proposed in which low weight designs are achieved with substantially increased fracture resistance. In contrast to the majority of the current relevant literature which favors stress constraints with linear elastic physics, we explicitly simulate brittle fracture using the phase field method during the topology optimization procedure. In the second formulation, a direct comparison is made against results obtained using conventional stress-constrained topology optimization and the improved performance is numerically demonstrated. Multiple enhancements are proposed including a numerical efficiency gain based on the Schur-complement during the analytical sensitivity analysis and a new function which provides additional path information to the optimizer, making the gradient-based optimization problem more tractable in the presence of brittle fracture physics. Subsequently, design for ductile failure and buckling resistance is addressed and a numerically efficient topology optimization formulation is proposed which may provide significant design improvements when ductile materials are used and extreme loading situations are anticipated. The proposed scheme is examined regarding its impact on both the peak load carrying capacity of the structure and the amount of external work required to achieve this peak load, past which the structure may no longer be able to support any increase in the external force. The optimized structures are also subjected to a post-optimization verification step in which a large deformation phase field fracture model is used to numerically compare the performance of each design. Significant gains in structural strength and toughness are demonstrated using the proposed framework. Additionally, the failure behavior of 3D-printed polymer composites is investigated, both numerically and experimentally. A large deformation phase field fracture model is derived under the assumption of plane-stress for numerical efficiency. Experimental results are compared to numerical simulations for a composite system consisting of three stiff circular inclusions embedded into a soft matrix. In particular, we examine how geometric parameters, such as the distances between inclusions and the length of initial notches affect the failure pattern in the soft composites. It is shown that the mechanical performance of the system (e.g. strength and toughness) can be tuned through selection of the inclusion positions which offers useful insight for material design. Finally, a size optimization technique for a cardiovascular stent is proposed with application to a balloon expandable prosthetic heart valve intended for the pediatric population born with Congenital Heart Disease (CHD). Multiple open heart surgical procedures are typically required in order to replace the original diseased valve and subsequent prosthetic valves with those of larger diameter as the patient grows. Most expandable prosthetic heart valves currently in development to resolve this issue do not incorporate a corresponding expandable conduit that is typically required in a neonate without a sufficiently long Right Ventricular Outflow Tract (RVOT). Within the context of a particular design, a numerical methodology is proposed for designing a metallic stent incorporated into the conduit between layers of polymeric glue. A multiobjective optimization problem is solved, not only to resist the retractive forces of the glue layers, but also to ensure the durability of the stent both during expansion and while subject to the anticipated high cycle fatigue loading. It is demonstrated that the surrogate-based optimization strategy is effective for understanding the trade-offs between each performance metric and ultimately efficiently arriving at a single optimized design candidate. Finally, it is shown that the desired expandability of the device from 12mm to 16mm inner diameter is achievable, effectively eliminating at least one open heart surgical procedure for certain children born with CHD.

High entropy alloys (HEAs) are alloys with five or more principal elements. Due to these distinct concept of alloying, the HEA exhibits unique and superior properties. The outstanding properties of HEA includes higher strength/hardness, superior wear resistance, high temperature stability, higher fatigue life, good corrosion and oxidation resistance. Such characteristics of HEA has been significant interest leading to researches on these emerging field. Even though many works are done to understand the characteristic of these HEAs, very few works are made on how the HEAs can be applied for commercial uses. This work discusses the application of High entropy alloys in biomedical applications. The coronary heart disease, the leading cause of death in the United States kills more than 350,000 persons/year and it costs $108.9 billion for the nation each year in spite of significant advancements in medical care and public awareness. A cardiovascular disease affects heart or blood vessels (arteries, veins and capillaries) or both by blocking the blood flow. As a surgical interventions, stent implants are deployed to cure or ameliorate the disease. However, the high failure rate of stents has lead researchers to give special attention towards analyzing stent structure, materials and characteristics. Many works related to alternate material and/or design are carried out in recent time. This paper discusses the feasibility of CoCrFeNiMn and Al0.1CoCrFeNi HEAs in stent implant application. This work is based on the speculation that CoCrFeNiMn and Al0.1CoCrFeNi HEAs are biocompatible material. These HEAs are characterized to determine the microstructure and mechanical properties. Computational modeling and analysis were carried out on stent implant by applying CoCrFeNiMn and Al0.1CoCrFeNi HEAs as material to understand the structural behavior.

The coronary heart disease kills more than 350,000 persons/year and it costs $108.9 billion for the United States each year, in spite of significant advancements in clinical care and education for public, cardiovascular diseases (CVD) are leading cause of death and disability to the nation. A cardiovascular disease involves mainly heart or blood vessels (arteries, veins and capillaries) or both, and then mainly occurs in selected regions and affects heart, brain, kidney and peripheral arteries. As a surgical interventions, stent implantation is deployed to cure or ameliorate the disease. However, the high failure rate of stents used in patients with peripheral artery diseases has lead researchers to give special attention towards analyzing stent structure and characteristics. In this research, the mechanical properties of a stent based on the rhombus structure were analyzed and verified by means of analytical and numerical approaches. Theoretical model based on the beam theory were developed and numerical models were used to analyze the response of these structures under various and complex loading conditions. Moreover, the analysis of the stent inflation involves a model with large deformations and large strains, nonlinear material properties need to be considered to accurately capture the deformation process. The maximum stress values were found to occur in localized regions of the stent. These regions were generally found along the inner radii of each of the connected links connecting each of the longitudinal struts. Stress values throughout the whole stent were typically much lower. The peak engineering stress values were found to be less than the material ultimate strength (limit stress 515Mpa), indicating a safe stent design throughout expansion range. Lastly, the rheological behavior of blood can be quantified by non-Newtonian viscosity. Carreau model is introduced and simulates the situation in the artery, then the available shear stress in the model would help to the future analysis in the contact analysis of stent and the artery.