Arterial diseases such as hypertension, carotid stenosis, and abdominal aortic aneurysm (AAA) may progress silently without symptoms and contribute to acute cardiovascular events such as heart attack, stroke, and aneurysm rupture, which are consistently among the leading causes of death worldwide. The arterial pulse wave, regarded as one of the fundamental vital signs of clinical medicine, originates from the heart and propagates throughout the arterial tree as a pressure, flow velocity, and wall displacement wave, giving rise to the natural pulsation of the arteries. The dynamic properties of the pulse wave are intimately related to the physical state of the cardiovascular system. Thus, the assessment of the arterial wall dynamics driven by the pulse wave may provide valuable insights into vascular mechanical properties for the early detection and characterization of arterial pathologies. The focus of this dissertation was to develop and clinically implement Pulse Wave Imaging (PWI), an ultrasound elasticity imaging-based method for the visualization and spatio-temporal mapping of the pulse wave propagation at any accessible arterial location. Motion estimation algorithms based on cross-correlation of the ultrasound radio-frequency (RF) signals were used to track the arterial walls and capture the pulse wave-induced displacements over the cardiac cycle. PWI facilitates the image-guided measurement of clinically relevant pulse wave features such as propagation speed (pulse wave velocity, or PWV), uniformity, and morphology as well as derivation of the pulse pressure waveform. A parametric study investigating the performance of PWI in two canine aortas ex vivo and 10 normal, healthy human arteries in vivo established the optimal image acquisition and signal processing parameters for reliable measurement of the PWV and wave propagation uniformity. Using this framework, three separate clinical feasibility studies were conducted in patients diagnosed with hypertension, AAA, and carotid stenosis. In a pilot study comparing hypertensive and aneurysmal abdominal aortas with normal controls, the AAA group exhibited significantly higher PWV and lower wave propagation uniformity. A “teetering” motion upon pulse wave arrival was detected in the smaller aneurysms (< 5 cm in diameter) but not in the larger aneurysms (> 5.5 cm in diameter). While no significant difference in PWV or propagation uniformity was observed between normal and hypertensive aortas, qualitative differences in the pulse wave morphology along the imaged aortic segment may be an indicator of increased wave reflection caused by elevated blood pressure and/or arterial stiffness. Pulse Wave Ultrasound Manometry (PWUM) was introduced as an extension of the PWI method for the derivation of the pulse pressure (PP) waveform in large central arteries. A feasibility study in 5 normotensive, 9 pre-hypertensive, and 5 hypertensive subjects indicated that a significantly higher PP in the hypertensive group was detected in the abdominal aorta by PWUM but not in the peripheral arteries by alternative devices (i.e. a radial applanation tonometer and the brachial sphygmomanometer cuff). A relatively strong positive correlation between aortic PP and both radial and brachial PP was observed in the hypertensive group but not in the normal and pre-hypertensive groups, confirming the notion that PP variation throughout the arterial tree may not be uniform in relatively compliant arteries. The application of PWI in 10 stenotic carotid arteries identified phenomenon such as wave convergence, elevated PWV, and decreased cumulative displacement around and/or within regions of atherosclerotic plaque. Intra-plaque mapping of the PWV and cumulative strain demonstrated the potential to quantitatively differentiate stable (i.e. calcified) and vulnerable (i.e. lipid) plaque components. The lack of correlation between quantitative measurements (PWV, modulus, displacement, and strain) and expected plaque stiffness illuminates to need to consider several physiological and imaging-related factors such as turbulent flow, wave reflection, imaging location, and the applicability of established theoretical models in vivo. PWI presents a highly translational method for visualization of the arterial pulse wave and the image-guided measurement of several clinically relevant pulse wave features. The aforementioned findings collectively demonstrated the potential of PWI to detect, diagnose, and characterize vascular disease based on qualitative and quantitative information about arterial wall dynamics under pathological conditions.

Les maladies coronariennes constituent l'ensemble des troubles affectant les artères coronaires. Elles sont la première cause mondiale de mortalité. Par conséquent, la détection précoce de ces maladies en utilisant des techniques peu invasives fournit un meilleur résultat thérapeutique, et permet de réduire les coûts et les risques liés à une approche interventionniste. Des études récentes ont montré que la tomodensitométrie peut être utilisée comme une alternative non invasive et fiable pour localiser et quantifier ces lésions. Cependant, l'analyse de ces examens, basée sur l'inspection des sections du vaisseau, reste une tâche longue et fastidieuse. Une haute précision est nécessaire, et donc seulement les cliniciens hautement expérimentés sont en mesure d'analyser et d'interpréter de telles données pour établir un diagnostic. Les outils informatiques sont essentiels pour réduire les temps de traitement et assurer la qualité du diagnostic. L'objectif de cette thèse est de fournir des outils automatisés de traitement d'angiographie CT, pour la visualisation et l'analyse des artères coronaires d'une manière non invasive. Ces outils permettent aux pathologistes de diagnostiquer et évaluer efficacement les risques associés aux maladies cardio-vasculaires tout en améliorant la qualité de l'évaluation d'un niveau purement qualitatif à un niveau quantitatif. Le premier objectif de ce travail est de concevoir, analyser et valider un ensemble d'algorithmes automatisés utiles pour la détection et la quantification de sténoses des artères coronaires. Nous proposons un nombre de techniques couvrant les différentes étapes de la chaîne de traitement vers une analyse entièrement automatisée des artères coronaires. Premièrement, nous présentons un algorithme dédié à l'extraction du cœur. L'approche extrait le cœur comme un seul objet, qui peut être utilisé comme un masque d'entrée pour l'extraction automatisée des coronaires. Ce travail élimine l'étape longue et fastidieuse de la segmentation manuelle du cœur et offre rapidement une vue claire des coronaires. Cette approche utilise un modèle géométrique du cœur ajusté aux données de l'image. La validation de l'approche sur un ensemble de 133 examens montre l'efficacité et la précision de cette approche. Deuxièmement, nous nous sommes intéressés au problème de la segmentation des coronaires. Dans ce contexte, nous avons conçu une nouvelle approche pour l'extraction de ces vaisseaux, qui combine ouvertures par chemin robustes et filtrage sur l'arbre des composantes connexes. L'approche a montré des résultats prometteurs sur un ensemble de 11 examens CT. Pour une détection et quantification robuste de la sténose, une segmentation précise de la lumière du vaisseau est cruciale. Par conséquent, nous avons consacré une partie de notre travail à l'amélioration de l'étape de segmentation de la lumière, basée sur des statistiques propres au vaisseau. La validation avec l'outil d'évaluation en ligne du challenge de Rotterdam sur la segmentation des coronaires, a montré que cette approche présente les mêmes performances que les techniques de l'état de l'art. Enfin, le cœur de cette thèse est consacré à la problématique de la détection et la quantification des sténoses. Deux approches sont conçues et évaluées en utilisant l'outil d'évaluation en ligne de l'équipe de Rotterdam. La première approche se base sur l'utilisation de la segmentation de la lumière avec des caractéristiques géométriques et d'intensité pour extraire les sténoses coronaires. La seconde utilise une approche basée sur l'apprentissage. Durant cette thèse, un prototype pour l'analyse automatisée des artères coronaires et la détection et quantification des sténoses a été développé. L'évaluation qualitative et quantitative sur différents bases d'examens cardiaques montre qu'il atteint le niveau de performances requis pour une utilisation clinique / Coronary heart diseases are the group of disorders that affect the coronary artery vessels. They are the world's leading cause of mortality. Therefore, early detection of these diseases using less invasive techniques provides better therapeutic outcome, as well as reduces costs and risks, compared to an interventionist approach. Recent studies showed that X-ray computed tomography (CT) may be used as an alternative to accurately locate and grade heart lesions in a non invasive way. However, analysis of cardiac CT exam for coronaries lesions inspection remains a tedious and time consuming task, as it is based on the manual analysis of the vessel cross sections. High accuracy is required, and thus only highly experienced clinicians are able to analyze and interpret the data for diagnosis. Computerized tools are critical to reduce processing time and ensure quality of diagnostics. The goal of this thesis is to provide automated coronaries analysis tools to help in non-invasive CT angiography examination. Such tools allow pathologists to efficiently diagnose and evaluate risks associated with CVDs, and to raise the quality of the assessment from a purely qualitative level to a quantitative level. The first objective of our work is to design, analyze and validate a set of automated algorithms for coronary arteries analysis with the final purpose of automated stenoses detection and quantification. We propose different algorithms covering different processing steps towards a fully automated analysis of the coronary arteries. Our contribution covers the three major blocks of the whole processing chain and deals with different image processing fields. First, we present an algorithm dedicated to heart volume extraction. The approach extracts the heart as one single object that can be used as an input masque for automated coronary arteries segmentation. This work eliminates the tedious and time consuming step of manual removing obscuring structures around the heart (lungs, ribs, sternum, liver...) and quickly provides a clear and well defined view of the coronaries. This approach uses a geometric model of the heart that is fitted and adapted to the image data. Quantitative and qualitative analysis of results obtained on a 114 exam database shows the efficiency and the accuracy of this approach. Second, we were interested to the problem of coronary arteries enhancement and segmentation. In this context, we first designed a novel approach for coronaries enhancement that combines robust path openings and component tree filtering. The approach showed promising results on a set of 11 CT exam compared to a Hessian based approach. For a robust stenoses detection and quantification, a precise and accurate lumen segmentation is crucial. Therefore, we have dedicated a part of our work to the improvement of lumen segmentation step based on vessel statistics. Validation on the Rotterdam Coronary Challenge showed that this approach provides state of the art performances. Finally, the major core of this thesis is dedicated to the issue of stenosis detection and quantification. Two different approaches are designed and evaluated using the Rotterdam online evaluation framework. The first approach get uses of the lumen segmentation with some geometric and intensity features to extract the coronary stenosis. The second is using a learning based approach for stenosis detection and stenosis. The second approach outperforms some of the state of the art works with reference to some metrics. This thesis results in a prototype for automated coronary arteries analysis and stenosis detection and quantification that meets the level of required performances for a clinical use. The prototype was qualitatively and quantitatively validated on different sets of cardiac CT exams

Introduction – Objectives. The cardiovascular system is in direct and constant interaction with its environment. Exposure to various environmental parameters, such as low temperature, air pollution and tobacco smoke, has been strongly associated with serious or even fatal cardiovascular outcomes. Arterial stiffening and greater wave reflection are age-related vascular modifications that lead to an increased risk of cardiovascular events. The aim of this work was to explore the relationship between selected environmental factors and arterial elastic properties in an effort to elucidate the underlying mechanisms that link these factors to increased cardiovascular mortality.<p><p>Study 1: Effects of cold exposure on central and peripheral vascular tone. Our first study explored the effects of cold exposure on aortic stiffness and peripheral microvascular tone. We observed that cold exposure, in addition to its chronotropic effects, provoked an increase in aortic stiffness, as assessed by aortic pulse wave velocity, as well as significant vasoconstriction of peripheral arterioles in the microcirculation. Moreover, we explored the magnitude of this effect in a different population (Black subjects of African origin), which is traditionally characterized by exaggerated reactions to adrenergic stimuli. We noted that the vascular reactions, in terms of both aortic stiffness and microvascular vasoconstriction, were more profound in Black Africans than in age-matched Caucasian-Whites. These results argue for a direct effect of cold exposure on arterial stiffness and peripheral vascular tone, probably through activation of the orthosympathetic system.<p><p>Study 2: Exposure to ambient particulate matter and arterial stiffness. We explored the effects of acute exposure to outdoor particulate matter on aortic stiffness and aortic wave reflection. We studied the relationship between central hemodynamic parameters and ambient concentration of particulate matter in a population of patients who attended the Hypertension Clinics of Athens University. After statistical correction for a number of potential confounders, we did not observe an association between ambient concentrations of particulate matter and aortic stiffness. However, in men, particulate matter concentration was related to the amplitude of the reflected wave reaching the aorta from the periphery. These results suggest a direct acute interaction between particulate matter concentration and vascular tone, leading to an enhanced arterial wave reflection.<p><p>Study 3: The role of nicotine on the vascular effects of environmental tobacco smoke. Environmental tobacco smoke is considered as the most important source of particulate matter in the indoor environment. We recently demonstrated that exposure to tobacco smoke augmented wave reflection, an effect that was not seen after equivalent exposure to the smoke of non-tobacco, herbal cigarettes. We also noticed that the increased wave reflection was proportional to the plasma concentrations of nicotine. However, a direct causal effect between nicotine, arterial wave reflection and aortic stiffness has never been clearly demonstrated. We observed that increasing nicotine plasma concentration to levels comparable to those seen after extensive exposure to environmental tobacco smoke, provoked an increase in both aortic stiffness and arterial wave reflection after correction for heart rate and blood pressure changes. These results confirm the significant participation of nicotine in the vascular effects of passive smoking.<p><p>Conclusions. Globally, our results reveal the deleterious effects of cold, particulate matter exposure, and nicotinic stimulation on arterial stiffness, peripheral microcirculation and aortic wave reflection. The hemodynamic modifications associated with these effects may at least partially explain the causal relation between cold exposure, ambient air pollution and cardiovascular mortality.<p><p>Introduction-Objectifs. Le système cardiovasculaire est en relation directe et constante avec l’environnement. L’exposition au froid, la pollution atmosphérique et le tabagisme passif sont associés à des événements cardiovasculaires aigus graves et même fatals. La rigidification des artères et l’intensification de la réflexion de l’onde de pouls au niveau de l’aorte accompagnent le vieillissement et prédisent un risque cardiovasculaire accru. Nous avons testés l’hypothèse que les effets cardiovasculaires délétères des facteurs environnementaux comportent une altération des propriétés élastiques artérielles. Ceci pourrait être un des mécanismes physiopathologiques qui lie la mortalité cardiovasculaire aux variables environnementales.<p><p>Étude 1 :Exposition au froid ;effets centraux et périphériques. Notre première étude portait sur l’effet de l’exposition au froid sur la rigidité aortique et le tonus vasculaire des artérioles périphériques. Nous avons démontré que l’exposition au froid, hormis ses effets chronotropes, provoquait une augmentation de la rigidité artérielle – mesuré par la vitesse de l’onde de pouls au niveau de l’aorte - ainsi qu’une vasoconstriction importante au niveau des artérioles de la microcirculation. Nous avons ensuite déterminé l’amplitude de cet effet dans une autre population (sujets Africains-Noirs) qui se caractérise par des réactions plus prononcées aux différentes stimulations adrénergiques. Nous avons observé que les réactions vasculaires, tant au niveau de la rigidité aortique qu’au niveau de la microcirculation, étaient plus marquées chez les Africains-Noirs que chez les Caucasiens. Ces résultats révèlent un effet délétère de l’exposition au froid sur la rigidité aortique et le tonus vasculaire des artères périphériques, probablement via une activation du système orthosympathique.<p><p>Étude 2 :Exposition aux microparticules atmosphériques et rigidité artérielle. Nous avons ensuite investigué les effets de la pollution atmosphérique sur la rigidité artérielle et la réflexion de l’onde de pouls vers l’aorte. Nous avons étudié la relation entre les paramètres hémodynamiques centraux et la concentration atmosphérique de microparticules dans une population de patients qui ont consulté la Clinique Universitaire d’Hypertension Artérielle d’Athènes. Après correction statistique pour les facteurs confondants, nous n’avons pas observé de corrélation entre la rigidité artérielle et le taux de microparticules atmosphériques dans l’ensemble de la population investiguée. Par contre, si on restreint l’analyse aux résultats obtenus chez les sujets masculins, on s’aperçoit que la concentration atmosphérique de microparticules était associée de façon significative avec l’amplitude de l’onde réfléchie par la périphérie vers l’aorte et la pression pulsée aortique. Ces résultants suggèrent un effet direct des microparticules au niveau de la microcirculation. L’augmentation de l’amplitude de l’onde réfléchie consécutive à une vasoconstriction périphérique, modifie vraisemblablement les pressions au niveau de l’aorte chez le sujet masculin lors de pics de pollution.<p><p>Etude 3 :Le rôle de la nicotine dans les effets vasculaires du tabagisme passif. Le tabagisme passif est considéré comme la source la plus importante d’émission de microparticules au niveau domestique. Cependant, la composition chimique des particules semble jouer un rôle essentiel sur les ondes de réflexion. Nous avons démontré récemment que l’exposition passive à la fumée des cigarettes du tabac augmente l’intensité de la réflexion de l’onde de pouls. Ceci n’a pas été observé avec l’exposition à la fumée des cigarettes non tabagiques, en dépit d’une concentration ambiante tout à fait comparable de microparticules. Par ailleurs, nous avons observé que l’augmentation de l’incidence de l’onde de pouls au niveau de l’aorte était fortement associée à la concentration plasmatique de la nicotine. Un lien causal entre la nicotine, réflexion de l’onde de pouls et rigidité artérielle n’avait jamais clairement été établi. Nous avons testé cette hypothèse en administrant la nicotine pure chez des sujets sains. Nous avons observé que l’augmentation des taux plasmatiques de la nicotine à des valeurs comparables à celles qui surviennent après une exposition intensive au tabagisme passif, intensifiait la réflexion de l’onde de pouls et augmentait la rigidité artérielle. La correction statistique pour l’augmentation de la fréquence cardiaque et l’augmentation de la pression artérielle en réponse à la nicotine ne modifiait pas ces conclusions. Nos résultats démontrent ainsi les effets cardiovasculaires importants de faibles concentrations de nicotine, similaires à ceux qui sont atteints en cas d’exposition à un tabagisme passif.<p><p>Conclusions. Nos résultats révèlent les effets néfastes de l’exposition au froid et aux microparticules atmosphériques sur la rigidité artérielle, la microcirculation périphérique et la réflexion de l’onde de pouls. Nous avons pu également démontrer le rôle de la stimulation nicotinique dans les effets vasculaires aigus du tabagisme passif, comme en témoigne l’augmentation de la réflexion de l’onde de pouls au niveau aortique. Ces modifications hémodynamiques favorisent l’ischémie myocardique, et constituent un des mécanismes par lesquels l’exposition au froid et à la pollution atmosphérique favorisent la pathologie cardiovasculaire.<p> / Doctorat en Sciences médicales / info:eu-repo/semantics/nonPublished

Indiana University-Purdue University Indianapolis (IUPUI) / Peripheral arterial disease is caused by plaque buildup in the peripheral arteries. Standard treatments are available when the blockage is proximal and focal, however when distal and diffuse the same type of the treatment options are not beneficial due to the diseased locations. Restoration of blood flow and further salvaging of the limb in these patients can occur in a retrograde manner through the venous system, called retroperfusion or arteriovenous reversal. Retroperfusion has been explored over the last century, where early side to side artery to venous connections had issues with valve competency prohibiting distal flows, edema buildup, and heart failure. However, more recent clinical studies create a bypass to a foot vein to ensure distal flows, and though the results have been promising, it requires a lengthy invasive procedure. It is our belief that the concerns of both retroperfusion approaches can be overcome in a minimally invasive/catheter based approach in which the catheter is engineered to a specific resistance that avoids edema and the perfusion location allows for valves to be passable and flow to reach distally. In this approach, the pressure flow relations were characterized in the retroperfused venous system in ex-vivo canine legs to locate the optimal perfusion location followed by in-vivo validation of canines. Six canines were acutely injured for 1-3 hours by surgical ligation of the terminal aorta and both external iliac arteries. Retroperfusion was successfully performed on five of the dogs at the venous popliteal bifurcation for approximately one hour, where flow rates at peak pressures reached near half of forward flow (37±3 vs. 84±27ml/min) and from which the slope of the P/F curves displayed a retro venous vasculature resistance that was used to calculate the optimal catheter resistance. To assess differences in regional perfusion, microspheres were passed during retroperfusion and compared to baseline microspheres passed arterially prior to occlusion in which the ratio of retroperfusion and forward perfusion levels were near the ratio of reversed and forward venous flow (0.44) throughout the limb. Decreases in critical metabolites during injury trended towards normal levels post-retroperfusion. By identifying the popliteal bifurication as a perfusion site to restore blood flow in the entirety of the distal ischemic limb, showing reversal of injury, and knowing what catheter resistances to target for further chronic studies, steps towards controlled retroperfusion and thus more efficient treatment options can be made for severe PAD patients.