Type A aortic dissection model to improve endovascular research and technologies.

OBJECTIVE Type A aortic dissection is a life-threatening disease requiring immediate surgical treatment. With emerging catheter-based technologies, endovascular stent-graft implantation to treat aneurysms and dissections has become a standardized procedure. However, endovascular treatment of the ascending aorta remains challenging. Thus we designed an ascending aortic dissection model to allow simulation of endovascular treatment. METHODS Five formalin-fixed human aortas were prepared. The ascending aorta was opened semicircularly in the middle portion and the medial layer was separated from the intima. The intimal tube was readapted using running monofilament sutures. The preparations were assessed by 128-slice computed tomography. A bare-metal stent was implanted for thoracic endovascular aortic repair in 4 of the aortic dissection models. RESULTS Separation of the intimal and medial layer of the aorta was considered to be sufficient because computed tomography showed a clear image of the dissection membrane in each aorta. The dissection was located 3.9 ± 1.4 cm proximally from the aortic annulus, with a length of 4.6 ± 0.9 cm. Before stent implantation, the mean distance from the intimal flap to the aortic wall was measured as 0.63 ± 0.163 cm in the ascending aorta. After stent implantation, this distance decreased to 0.26 ± 0.12 cm. CONCLUSION This model of aortic dissection of the ascending human aorta was reproducible with a comparable pathological and morphological appearance. The technique and model can be used to evaluate new stent-graft technologies to treat type A dissection and facilitate training for surgeons.

Evaluation of a Quality Improvement Intervention for Anesthetic Management of Acute Ischemic Stroke Patients Undergoing Endovascular Therapy

Thesis (Master's)--University of Washington, 2016-06

What is the optimum artificial treament for dry eye?

Dry eye disease is a common clinical condition whose aetiology and management challenges clinicians and researchers alike. Practitioners have a number of dry eye tests available to clinically assess dry eye disease, in order to treat their patients effectively and successfully. This thesis set out to determine the most relevant and successful key tests for dry eye disease diagnosis/ management. There has been very little research on determining the most effective treatment options for these patients; therefore a randomised controlled study was conducted in order to see how different artificial treatments perform compared to each other, whether the preferred treatment could have been predicted from their ocular clinical assessment, and if the preferred treatment subjectively related to the greatest improvement in ocular physiology and tear film stability. This research has found: 1. From the plethora of ocular the tear tests available to utilise in clinical practice, the tear stability tests as measured by the non-invasive tear break (NITBUT) up time and invasive tear break up time (NaFL TBUT) are strongly correlated. The tear volume tests are also related as measured by the phenol red thread (PRT) and tear meniscus height (TMH). Lid Parallel Conjunctival Folds (LIPCOF) and conjunctival staining are significantly correlated to one another. Symptomology and osmolarity were also found to be important tests in order to assess for dry eye. 2. Artificial tear supplements do work for ocular comfort, as well as the ocular surface as observed by conjunctival staining and the reduction LIPCOF. There is no strong evidence of one type of artificial tear supplement being more effective than others, and the data suggest that these improvements are more due to the time than the specific drops. 3. When trying to predict patient preference for artificial tears from baseline measurements, the individual category of artificial tear supplements appeared to have an improvement in at least 1 tear metric. Undoubtedly, from the study the patients preferred artificial tear supplements’ were rated much higher than the other three drops used in the study and their subjective responses were statistically significant than the signs. 4. Patients are also willing to pay for a community dry eye service in their area of £17. In conclusion, the dry eye tests conducted in the study correlate with one another and with the symptoms reported by the patient. Artificial tears do make a difference objectively as well as subjectively. There is no optimum artificial treatment for dry eye, however regular consistent use of artificial eye drops will improve the ocular surface.

Bayesian neural network approach for determining the risk of re-intervention after endovascular aortic aneurysm repair

This article proposes a Bayesian neural network approach to determine the risk of re-intervention after endovascular aortic aneurysm repair surgery. The target of proposed technique is to determine which patients have high chance to re-intervention (high-risk patients) and which are not (low-risk patients) after 5 years of the surgery. Two censored datasets relating to the clinical conditions of aortic aneurysms have been collected from two different vascular centers in the United Kingdom. A Bayesian network was first employed to solve the censoring issue in the datasets. Then, a back propagation neural network model was built using the uncensored data of the first center to predict re-intervention on the second center and classify the patients into high-risk and low-risk groups. Kaplan-Meier curves were plotted for each group of patients separately to show whether there is a significant difference between the two risk groups. Finally, the logrank test was applied to determine whether the neural network model was capable of predicting and distinguishing between the two risk groups. The results show that the Bayesian network used for uncensoring the data has improved the performance of the neural networks that were built for the two centers separately. More importantly, the neural network that was trained with uncensored data of the first center was able to predict and discriminate between groups of low risk and high risk of re-intervention after 5 years of endovascular aortic aneurysm surgery at center 2 (p = 0.0037 in the logrank test).

An artificial neural network stratifies the risks of reintervention and mortality after endovascular aneurysm repair:a retrospective observational study

Background Lifelong surveillance after endovascular repair (EVAR) of abdominal aortic aneurysms (AAA) is considered mandatory to detect potentially life-threatening endograft complications. A minority of patients require reintervention but cannot be predictively identified by existing methods. This study aimed to improve the prediction of endograft complications and mortality, through the application of machine-learning techniques. Methods Patients undergoing EVAR at 2 centres were studied from 2004-2010. Pre-operative aneurysm morphology was quantified and endograft complications were recorded up to 5 years following surgery. An artificial neural networks (ANN) approach was used to predict whether patients would be at low- or high-risk of endograft complications (aortic/limb) or mortality. Centre 1 data were used for training and centre 2 data for validation. ANN performance was assessed by Kaplan-Meier analysis to compare the incidence of aortic complications, limb complications, and mortality; in patients predicted to be low-risk, versus those predicted to be high-risk. Results 761 patients aged 75 +/- 7 years underwent EVAR. Mean follow-up was 36+/- 20 months. An ANN was created from morphological features including angulation/length/areas/diameters/ volume/tortuosity of the aneurysm neck/sac/iliac segments. ANN models predicted endograft complications and mortality with excellent discrimination between a low-risk and high-risk group. In external validation, the 5-year rates of freedom from aortic complications, limb complications and mortality were 95.9% vs 67.9%; 99.3% vs 92.0%; and 87.9% vs 79.3% respectively (p0.001) Conclusion This study presents ANN models that stratify the 5-year risk of endograft complications or mortality using routinely available pre-operative data.

Handling high level of censoring for endovascular aortic repair risk prediction

Feature selection is important in medical field for many reasons. However, selecting important variables is a difficult task with the presence of censoring that is a unique feature in survival data analysis. This paper proposed an approach to deal with the censoring problem in endovascular aortic repair survival data through Bayesian networks. It was merged and embedded with a hybrid feature selection process that combines cox's univariate analysis with machine learning approaches such as ensemble artificial neural networks to select the most relevant predictive variables. The proposed algorithm was compared with common survival variable selection approaches such as; least absolute shrinkage and selection operator LASSO, and Akaike information criterion AIC methods. The results showed that it was capable of dealing with high censoring in the datasets. Moreover, ensemble classifiers increased the area under the roc curves of the two datasets collected from two centers located in United Kingdom separately. Furthermore, ensembles constructed with center 1 enhanced the concordance index of center 2 prediction compared to the model built with a single network. Although the size of the final reduced model using the neural networks and its ensembles is greater than other methods, the model outperformed the others in both concordance index and sensitivity for center 2 prediction. This indicates the reduced model is more powerful for cross center prediction.

The risk of re-intervention after endovascular aortic aneurysm repair

This thesis studies survival analysis techniques dealing with censoring to produce predictive tools that predict the risk of endovascular aortic aneurysm repair (EVAR) re-intervention. Censoring indicates that some patients do not continue follow up, so their outcome class is unknown. Methods dealing with censoring have drawbacks and cannot handle the high censoring of the two EVAR datasets collected. Therefore, this thesis presents a new solution to high censoring by modifying an approach that was incapable of differentiating between risks groups of aortic complications. Feature selection (FS) becomes complicated with censoring. Most survival FS methods depends on Cox's model, however machine learning classifiers (MLC) are preferred. Few methods adopted MLC to perform survival FS, but they cannot be used with high censoring. This thesis proposes two FS methods which use MLC to evaluate features. The two FS methods use the new solution to deal with censoring. They combine factor analysis with greedy stepwise FS search which allows eliminated features to enter the FS process. The first FS method searches for the best neural networks' configuration and subset of features. The second approach combines support vector machines, neural networks, and K nearest neighbor classifiers using simple and weighted majority voting to construct a multiple classifier system (MCS) for improving the performance of individual classifiers. It presents a new hybrid FS process by using MCS as a wrapper method and merging it with the iterated feature ranking filter method to further reduce the features. The proposed techniques outperformed FS methods based on Cox's model such as; Akaike and Bayesian information criteria, and least absolute shrinkage and selector operator in the log-rank test's p-values, sensitivity, and concordance. This proves that the proposed techniques are more powerful in correctly predicting the risk of re-intervention. Consequently, they enable doctors to set patients’ appropriate future observation plan.

An assessment of novel biodegradable magnesium alloys for endovascular biomaterial applications

Magnesium alloys have been widely explored as potential biomaterials, but several limitations to using these materials have prevented their widespread use, such as uncontrollable degradation kinetics which alter their mechanical properties. In an attempt to further the applicability of magnesium and its alloys for biomedical purposes, two novel magnesium alloys Mg-Zn-Cu and Mg-Zn-Se were developed with the expectation of improving upon the unfavorable qualities shown by similar magnesium based materials that have previously been explored. The overall performance of these novel magnesium alloys has been assessesed in three distinct phases of research: 1) analysing the mechanical properties of the as-cast magnesium alloys, 2) evaluating the biocompatibility of the as-cast magnesium alloys through the use of in-vitro cellular studies, and 3) profiling the degradation kinetics of the as-cast magnesium alloys through the use of electrochemical potentiodynamic polarization techqnique as well as gravimetric weight-loss methods. As compared to currently available shape memory alloys and degradable as-cast alloys, these experimental alloys possess superior as-cast mechanical properties with elongation at failure values of 12% and 13% for the Mg-Zn-Se and Mg-Zn-Se alloys, respectively. This is substantially higher than other as-cast magnesium alloys that have elongation at failure values that range from 7-10%. Biocompatibility tests revealed that both the Mg-Zn-Se and Mg-Zn-Cu alloys exhibit low cytotoxicity levels which are suitable for biomaterial applications. Gravimetric and electrochemical testing was indicative of the weight loss and initial corrosion behavior of the alloys once immersed within a simulated body fluid. The development of these novel as-cast magnesium alloys provide an advancement to the field of degradable metallic materials, while experimental results indicate their potential as cost-effective medical devices.^

The effects of stenting and endothelial denudation on experimental aneurysm healing and gene expression following endovascular treatment

Mémoire numérisé par la Direction des bibliothèques de l'Université de Montréal.

The effects of stenting and endothelial denudation on experimental aneurysm healing and gene expression following endovascular treatment

Mémoire numérisé par la Direction des bibliothèques de l'Université de Montréal.

Tratamento Endovascular de Patologia da Aorta Torácica: Experiência Institucional

Introdução: O tratamento endovascular da aorta torácica (TEVAR) é uma modalidade terapêutica emergente que tem vindo a revolucionar a abordagem de diferentes tipos de patologia da aorta na sua localização torácica. Objetivos: Avaliação da experiência institucional do serviço de angiologia e cirurgia vascular. Métodos: Análise retrospetiva da série consecutiva de todos os doentes com patologia da aorta torácica e/ou toracoabdominal submetidos a TEVAR na nossa instituição. Foram excluídos aqueles com uso concomitante de endopróteses fenestradas/ramificadas abdominais. Resultados: Desde abril de 2005 até abril de 2014, 79 doentes foram submetidos a TEVAR, com idade média de 66 ± 12,83 anos (máx: 86; mín: 14). As indicações incluíram: 46 aneurismas (58%), 17 dissecções aórticas clássicas tipo B (22%), 13 no contexto de outras síndromes aórticas agudas (16%), 2 por ateroembolismo (3%) e um por fístula aortoesofágica (1%). Na patologia aneurismática, a distribuição anatómica da doença foi a seguinte: 5 na aorta ascendente e arco aórtico (11%), 35 na aorta torácica descendente (76%) e 6 toracoabdominal (13%). O diâmetro médio das dilatações aneurimáticas foi de 69,64 mm (máx: 150 mm). A rotura foi uma apresentação da patologia em 21,5% dos doentes (n = 17); 20,9% dos doentes tinham antecedentes de cirurgia aórtica prévia. A dissecção aórtica tipo B complicada foi a segunda indicação mais comum, sendo de apresentação aguda em 13 (76%) e crónica em 4 (24%). As complicações na base da intervenção foram dilatação aneurismática em 35% (n = 6), malperfusão com isquemia de órgão alvo 47% (n = 8), desconhecida em 18% (n = 3). Foi realizada extensão distal com stent descoberto (Petticoat) em 9 casos (41,2%) e foram realizados procedimentos adjuvantes em 18% (stenting renal n = 2; stenting ilíaco n = 1). Dentro das outras síndromes aórticas agudas, o TEVAR foi realizado no contexto de úlcera aórtica penetrante (n = 4), hematoma intramural (n = 4) e os restantes por rotura/pseudoaneurisma (n = 5). As endopróteses utilizadas foram: 32 Valiant Medtronic®, 15 TAG Gore®, 25 Zenith TX2 Cook®, 2 Zenith TX1 Cook®, uma Relay Plus®, 3 Talent Medtronic® e outras em 1%. A mediana de dias de cuidados intensivos foi 2 (intervalo 0-42) e a mediana de suporte tranfusional foi de 2 UCE. A taxa de mortalidade aos 30 dias ou intra-hospital foi de 18% (n = 14). Atendendo ao timing da cirurgia, a taxa de mortalidade aferida nos casos electivos foi de 8% (4/50) e nos urgentes atinge os 35% (10/29). Intraoperatoriamente foram tratadas 7 complicações relacionadas com vaso de acesso membro, 2 casos de dissecção aórtica iatrogénica, um caso de trombose arterial inferior e um endoleak tipo IA. A taxa de reintervenções foi de 17%, com as seguintes indicações: 9 endoleaks, 2 isquemias mesentéricas e 2 fístulas aortoesofágicas. Conclusões: A série apresentada traduz uma experiência institucional favorável com resultados reprodutíveis e que o TEVAR é um procedimento seguro e eficaz para o tratamento de diferentes patologias da aorta torácica, quando comparado com o tratamento cirúrgico aberto.

Impacto da Insuficiência Renal no Prognóstico dos Doentes Submetidos a Reparação de Aneurisma da Aorta Abdominal - Cirurgia Convencional vs. Tratamento Endovascular do Aneurisma da Aorta

Introdução: A correção cirúrgica do aneurisma da aorta abdominal (AAA), por Endovascular Aneurysm Repair (EVAR) ou cirurgia convencional (CC), pode agravar a função renal a curto prazo. Esta complicação, mais frequente nos doentes com insuficiência renal crónica (IRC), associa-se a pior prognóstico a longo prazo. O objetivo deste trabalho foi quantificar o agravamento da função renal após reparação do AAA em doentes com IRC prévia e demonstrar o consequente aumento da morbimortalidade. Métodos: Estudo retrospetivo em doentes com IRC estádios Chronic Kidney Disease 3-4 (TFGe 15-59ml/min), submetidos a correção eletiva de AAA entre fevereiro/2011 e fevereiro/2015 numa instituição terciária. Variáveis estudadas: idade, sexo, tipo de intervenção (convencional/EVAR) e estádio CKD. Endpoints: variação da creatinina e taxa de filtração glomerular com a cirurgia, complicações renais pós-operatórias, necessidade de reintervenção cirúrgica e mortalidade. A análise estatística foi realizada em SPSS. Resultados: Foram incluídos 71doentes. Quinze doentes (21%) foram operados por CC e 56 (78%) por EVAR. À data da intervenção, os doentes encontravam-se nos seguintes estádios da DRC: CKD 3 --- 65 (91%) e CKD 4 --- 6 (9%). A variac¸ão da TFG com a cirurgia foi −1,08±18,01mg/dl. Verificou-se IRC agudizada pós-operatória em 22 (31%) doentes e necessidade de diálise em 5 (7%). A mortalidade global foi 8,5%. Os doentes operados por EVAR tinham DRC mais avançada pré-operatoriamente, mas apresentaram menor agravamento da função renal. Variação TFG: EVAR 1,14±16,26ml/min vs. CC 9,40±22,11ml/min (p=0,022); variação creatinina: EVAR 0,17±1,03mg/dl vs. CC 0,81±1,47mg/dl (p=0,02). A agudização da IRC pós-operatória foi superior no grupo CC (53,3 vs. 28,6%; p=0,072), assim como a necessidade de diálise (20 vs. 3,6%, p=0,06). Os 6 doentes que faleceram (EVAR: 3; CC: 3) apresentaram maior agravamento da função renal (variação da creatinina: 1,41±1,63mg/dl vs. 0,20±1,07mg/dl, p=0,001; variação da TFG: −19,0±16,55ml/min; 0,57±17,34ml/min, p=0,007) e necessidade de diálise (50 vs. 3,1%, p=0,003). Conclusão: Os resultados demonstraram uma tendência para uma menor probabilidade de IRA, menor necessidade de diálise pós-operatória e menor mortalidade nos doentes tratados por EVAR. Contudo, o impacto da administração de contraste a médio/longo prazo, decorrente dos programas de vigilância pós-EVAR, deve ser considerado. Julgamos ser possível considerar que a realização de EVAR para o tratamento de doentes com AAA e IRC é um procedimento pelo menos tão seguro como a CC.

Isquemia Pélvica Aguda: uma Complicação Fatal após Tratamento Endovascular de Aneurisma Aorto-Ilíaco com Prótese Ramificada da Ilíaca

Introdução: A oclusão da artéria hipogástrica pode ser necessária na reparação endovascular de aneurismas da aorta abdominal (EVAR). A oclusão intencional da hipogástrica pode ter complicações isquémicas. As endopróteses de bifurcação ilíaca (IBD) surgiram como alternativa endovascular à oclusão da hipogástrica em doentes com elevado risco para isquemia pélvica. Os autores descrevem um caso de oclusão precoce do ramo hipogástrico de IBD com graves consequências clínicas. Caso clínico: Sexo masculino, de 74 anos, com aneurisma da aorta abdominal (diâmetro máximo de 55 mm) com envolvimento de ambas as bifurcações ilíacas e segmentos proximais das hipogástricas (diâmetro máximo de 31 e 32 mm), submetido a EVAR com revascularização hipogástrica esquerda via IBD (Cook Zenith®) e coiling+overstenting da artéria hipogástrica contralateral. O procedimento decorreu sem complicações e a angiografia final mostrava permeabilidade da hipogástrica revascularizada e escassa colateralidade pélvica. O pós-operatório imediato complicou-se de dor lombar e glútea bilateral associada a manifestações cutâneas isquémicas e monoparesia do membro inferior esquerdo. Por agravamento progressivo nas primeiras 24h e angioTC com oclusão do stent da hipogástrica esquerda, procedeu-se novamente a revascularização da hipogástrica, com bom resultado na angiografia final. Apesar da revascularização bem-sucedida, houve agravamento progressivo do estado geral, com isquemia pélvica irreversível e rabdomiólise. Óbito ao 5.◦dia pós-operatório. Conclusão: A isquemia pélvica aguda é uma complicação grave e frequentemente fatal que pode advir da oclusão bilateral das artérias hipogástricas. A falência da revascularização por IBD pode ser fatal, pelo que os autores aconselham um cuidado redobrado no controlo angiográfico final e um baixo limiar para investigação na suspeita de complicações pós-operatórias. Se maior risco de falência técnica, embolização ou escassa colateralidade pélvica, a preservação bilateral de fluxo nas artérias hipogástricas pode estar recomendada.