[ES] El futuro de la imagen médica está ligado a la inteligencia artificial. El análisis manual de imágenes médicas es hoy en día una tarea ardua, propensa a errores y a menudo inasequible para los humanos, que ha llamado la atención de la comunidad de Aprendizaje Automático (AA). La Imagen por Resonancia Magnética (IRM) nos proporciona una rica variedad de representaciones de la morfología y el comportamiento de lesiones inaccesibles sin una intervención invasiva arriesgada. Sin embargo, explotar la potente pero a menudo latente información contenida en la IRM es una tarea muy complicada, que requiere técnicas de análisis computacional inteligente. Los tumores del sistema nervioso central son una de las enfermedades más críticas estudiadas a través de IRM. Específicamente, el glioblastoma representa un gran desafío, ya que, hasta la fecha, continua siendo un cáncer letal que carece de una terapia satisfactoria. Del conjunto de características que hacen del glioblastoma un tumor tan agresivo, un aspecto particular que ha sido ampliamente estudiado es su heterogeneidad vascular. La fuerte proliferación vascular del glioblastoma, así como su robusta angiogénesis han sido consideradas responsables de la alta letalidad de esta neoplasia. Esta tesis se centra en la investigación y desarrollo del método Hemodynamic Tissue Signature (HTS): un método de AA no supervisado para describir la heterogeneidad vascular de los glioblastomas mediante el análisis de perfusión por IRM. El método HTS se basa en el concepto de hábitat, que se define como una subregión de la lesión con un perfil de IRM que describe un comportamiento fisiológico concreto. El método HTS delinea cuatro hábitats en el glioblastoma: el hábitat HAT, como la región más perfundida del tumor con captación de contraste; el hábitat LAT, como la región del tumor con un perfil angiogénico más bajo; el hábitat IPE, como la región adyacente al tumor con índices de perfusión elevados; y el hábitat VPE, como el edema restante de la lesión con el perfil de perfusión más bajo. La investigación y desarrollo de este método ha originado una serie de contribuciones enmarcadas en esta tesis. Primero, para verificar la fiabilidad de los métodos de AA no supervisados en la extracción de patrones de IRM, se realizó una comparativa para la tarea de segmentación de gliomas de grado alto. Segundo, se propuso un algoritmo de AA no supervisado dentro de la familia de los Spatially Varying Finite Mixture Models. El algoritmo propone una densidad a priori basada en un Markov Random Field combinado con la función probabilística Non-Local Means, para codificar la idea de que píxeles vecinos tienden a pertenecer al mismo objeto. Tercero, se presenta el método HTS para describir la heterogeneidad vascular del glioblastoma. El método se ha aplicado a casos reales en una cohorte local de un solo centro y en una cohorte internacional de más de 180 pacientes de 7 centros europeos. Se llevó a cabo una evaluación exhaustiva del método para medir el potencial pronóstico de los hábitats HTS. Finalmente, la tecnología desarrollada en la tesis se ha integrado en la plataforma online ONCOhabitats (https://www.oncohabitats.upv.es). La plataforma ofrece dos servicios: 1) segmentación de tejidos de glioblastoma, y 2) evaluación de la heterogeneidad vascular del tumor mediante el método HTS. Los resultados de esta tesis han sido publicados en diez contribuciones científicas, incluyendo revistas y conferencias de alto impacto en las áreas de Informática Médica, Estadística y Probabilidad, Radiología y Medicina Nuclear y Aprendizaje Automático. También se emitió una patente industrial registrada en España, Europa y EEUU. Finalmente, las ideas originales concebidas en esta tesis dieron lugar a la creación de ONCOANALYTICS CDX, una empresa enmarcada en el modelo de negocio de los companion diagnostics de compuestos farmacéuticos. / [EN] The future of medical imaging is linked to Artificial Intelligence (AI). The manual analysis of medical images is nowadays an arduous, error-prone and often unaffordable task for humans, which has caught the attention of the Machine Learning (ML) community. Magnetic Resonance Imaging (MRI) provides us with a wide variety of rich representations of the morphology and behavior of lesions completely inaccessible without a risky invasive intervention. Nevertheless, harnessing the powerful but often latent information contained in MRI acquisitions is a very complicated task, which requires computational intelligent analysis techniques. Central nervous system tumors are one of the most critical diseases studied through MRI. Specifically, glioblastoma represents a major challenge, as it remains a lethal cancer that, to date, lacks a satisfactory therapy. Of the entire set of characteristics that make glioblastoma so aggressive, a particular aspect that has been widely studied is its vascular heterogeneity. The strong vascular proliferation of glioblastomas, as well as their robust angiogenesis and extensive microvasculature heterogeneity have been claimed responsible for the high lethality of the neoplasm. This thesis focuses on the research and development of the Hemodynamic Tissue Signature (HTS) method: an unsupervised ML approach to describe the vascular heterogeneity of glioblastomas by means of perfusion MRI analysis. The HTS builds on the concept of habitats. A habitat is defined as a sub-region of the lesion with a particular MRI profile describing a specific physiological behavior. The HTS method delineates four habitats within the glioblastoma: the HAT habitat, as the most perfused region of the enhancing tumor; the LAT habitat, as the region of the enhancing tumor with a lower angiogenic profile; the potentially IPE habitat, as the non-enhancing region adjacent to the tumor with elevated perfusion indexes; and the VPE habitat, as the remaining edema of the lesion with the lowest perfusion profile. The research and development of the HTS method has generated a number of contributions to this thesis. First, in order to verify that unsupervised learning methods are reliable to extract MRI patterns to describe the heterogeneity of a lesion, a comparison among several unsupervised learning methods was conducted for the task of high grade glioma segmentation. Second, a Bayesian unsupervised learning algorithm from the family of Spatially Varying Finite Mixture Models is proposed. The algorithm integrates a Markov Random Field prior density weighted by the probabilistic Non-Local Means function, to codify the idea that neighboring pixels tend to belong to the same semantic object. Third, the HTS method to describe the vascular heterogeneity of glioblastomas is presented. The HTS method has been applied to real cases, both in a local single-center cohort of patients, and in an international retrospective cohort of more than 180 patients from 7 European centers. A comprehensive evaluation of the method was conducted to measure the prognostic potential of the HTS habitats. Finally, the technology developed in this thesis has been integrated into an online open-access platform for its academic use. The ONCOhabitats platform is hosted at https://www.oncohabitats.upv.es, and provides two main services: 1) glioblastoma tissue segmentation, and 2) vascular heterogeneity assessment of glioblastomas by means of the HTS method. The results of this thesis have been published in ten scientific contributions, including top-ranked journals and conferences in the areas of Medical Informatics, Statistics and Probability, Radiology & Nuclear Medicine and Machine Learning. An industrial patent registered in Spain, Europe and EEUU was also issued. Finally, the original ideas conceived in this thesis led to the foundation of ONCOANALYTICS CDX, a company framed into the business model of companion diagnostics for pharmaceutical compounds. / [CA] El futur de la imatge mèdica està lligat a la intel·ligència artificial. L'anàlisi manual d'imatges mèdiques és hui dia una tasca àrdua, propensa a errors i sovint inassequible per als humans, que ha cridat l'atenció de la comunitat d'Aprenentatge Automàtic (AA). La Imatge per Ressonància Magnètica (IRM) ens proporciona una àmplia varietat de representacions de la morfologia i el comportament de lesions inaccessibles sense una intervenció invasiva arriscada. Tanmateix, explotar la potent però sovint latent informació continguda a les adquisicions de IRM esdevé una tasca molt complicada, que requereix tècniques d'anàlisi computacional intel·ligent. Els tumors del sistema nerviós central són una de les malalties més crítiques estudiades a través de IRM. Específicament, el glioblastoma representa un gran repte, ja que, fins hui, continua siguent un càncer letal que manca d'una teràpia satisfactòria. Del conjunt de característiques que fan del glioblastoma un tumor tan agressiu, un aspecte particular que ha sigut àmpliament estudiat és la seua heterogeneïtat vascular. La forta proliferació vascular dels glioblastomes, així com la seua robusta angiogènesi han sigut considerades responsables de l'alta letalitat d'aquesta neoplàsia. Aquesta tesi es centra en la recerca i desenvolupament del mètode Hemodynamic Tissue Signature (HTS): un mètode d'AA no supervisat per descriure l'heterogeneïtat vascular dels glioblastomas mitjançant l'anàlisi de perfusió per IRM. El mètode HTS es basa en el concepte d'hàbitat, que es defineix com una subregió de la lesió amb un perfil particular d'IRM, que descriu un comportament fisiològic concret. El mètode HTS delinea quatre hàbitats dins del glioblastoma: l'hàbitat HAT, com la regió més perfosa del tumor amb captació de contrast; l'hàbitat LAT, com la regió del tumor amb un perfil angiogènic més baix; l'hàbitat IPE, com la regió adjacent al tumor amb índexs de perfusió elevats, i l'hàbitat VPE, com l'edema restant de la lesió amb el perfil de perfusió més baix. La recerca i desenvolupament del mètode HTS ha originat una sèrie de contribucions emmarcades a aquesta tesi. Primer, per verificar la fiabilitat dels mètodes d'AA no supervisats en l'extracció de patrons d'IRM, es va realitzar una comparativa en la tasca de segmentació de gliomes de grau alt. Segon, s'ha proposat un algorisme d'AA no supervisat dintre de la família dels Spatially Varying Finite Mixture Models. L'algorisme proposa un densitat a priori basada en un Markov Random Field combinat amb la funció probabilística Non-Local Means, per a codificar la idea que els píxels veïns tendeixen a pertànyer al mateix objecte semàntic. Tercer, es presenta el mètode HTS per descriure l'heterogeneïtat vascular dels glioblastomas. El mètode HTS s'ha aplicat a casos reals en una cohort local d'un sol centre i en una cohort internacional de més de 180 pacients de 7 centres europeus. Es va dur a terme una avaluació exhaustiva del mètode per mesurar el potencial pronòstic dels hàbitats HTS. Finalment, la tecnologia desenvolupada en aquesta tesi s'ha integrat en una plataforma online ONCOhabitats (https://www.oncohabitats.upv.es). La plataforma ofereix dos serveis: 1) segmentació dels teixits del glioblastoma, i 2) avaluació de l'heterogeneïtat vascular dels glioblastomes mitjançant el mètode HTS. Els resultats d'aquesta tesi han sigut publicats en deu contribucions científiques, incloent revistes i conferències de primer nivell a les àrees d'Informàtica Mèdica, Estadística i Probabilitat, Radiologia i Medicina Nuclear i Aprenentatge Automàtic. També es va emetre una patent industrial registrada a Espanya, Europa i els EEUU. Finalment, les idees originals concebudes en aquesta tesi van donar lloc a la creació d'ONCOANALYTICS CDX, una empresa emmarcada en el model de negoci dels companion diagnostics de compostos farmacèutics. / En este sentido quiero agradecer a las diferentes instituciones y estructuras de financiación de investigación que han contribuido al desarrollo de esta tesis. En especial quiero agradecer a la Universitat Politècnica de València, donde he desarrollado toda mi carrera acadèmica y científica, así como al Ministerio de Ciencia e Innovación, al Ministerio de Economía y Competitividad, a la Comisión Europea, al EIT Health Programme y a la fundación Caixa Impulse / Juan Albarracín, J. (2020). Unsupervised learning for vascular heterogeneity assessment of glioblastoma based on magnetic resonance imaging: The Hemodynamic Tissue Signature [Tesis doctoral]. Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/149560 / TESIS

Introduction: Left-ventricular (LV) distension and consequent pulmonary congestion are complications frequently discussed in patients with severe LV dysfunction treated with veno- arterial extracorporeal membrane oxygenation (VA ECMO). The goal of this study was to describe the influence of high VA ECMO flows to LV distension, lung hemodynamics, and lung fluid accumulation. Methods of LV decompression were studied to prevent lung edema. Methods: In all experiments porcine models under general anesthesia were used. The effects of high extracorporeal blood flow (EBF) on LV heart work were assessed in a chronic heart failure model. The effects of LV afterload on lung fluid accumulation were evaluated by electrical impedance tomography (EIT) on acute heart failure models. Phase and frequency filtration and mathematical analysis were applied to the raw EIT data. Subsequently, mini- invasive techniques of LV decompression were evaluated for LV work. Results: The stepwise increases of VA ECMO flow improved both hemodynamic and oxygenation parameters. Nevertheless, it also caused distension and increased work of LV. The rise in EBF led to increased pulmonary capillary wedge pressure and lung fluid accumulation assessed by EIT in heart failure. The methods for LV decompression (Impella pump, atrial...

Lowering of central venous pressure in hepatic surgery is nowadays widely recommended and used procedure. Low central venous pressure anesthesia is associated with decreased blood loss and improved clinical outcome. There are several approaches how to reach low central venous pressure. Till now none of them is recommended as superior in terms of patient safety and clinical outcome. Concurrently there is still debate if to use the low central venous pressure anesthesia principle or if it could be replaced with a principle of anesthesia with high stroke volume variation (or another dynamic preload parameter) with the use of a more sophisticated hemodynamic monitoring method. Results of our study didn't show any significant difference between two approaches used for reduction of central venous pressure, but suggest that the principle of low central venous pressure anesthesia could be possibly replaced by the principle of high stroke volume variation anesthesia which presumes the use of advanced hemodynamic monitoring. KEYWORDS Hepatic resection, central venous pressure, Pringle maneuver, hemodynamics, hemodynamic monitoring, fluid therapy, anesthesia

<p>Cellular structural mechanics play a key role in homeostasis by transducing mechanical signals to regulate gene expression and by providing adaptive structural stability for the cell. The alteration of nuclear mechanics in various laminopathies and in natural aging can damage these key functions. Arterial endothelial cells appear to be especially vulnerable due to the importance of shear force mechanotransduction to structure and gene regulation as is made evident by the prominent role of atherosclerosis in Hutchinson-Gilford progeria syndrome (HGPS) and in natural aging. Computational models of cellular mechanics may provide a useful tool for exploring the structural hypothesis of laminopathy at the intracellular level. This thesis explores this topic by introducing the biological background of cellular mechanics and lamin proteins in arterial endothelial cells, investigating disease states related to aberrant lamin proteins, and exploring computational models of the cell structure. It then presents a finite element model designed specifically for investigation of nuclear shear forces in arterial endothelial cells. Model results demonstrate that changes in nuclear material properties consistent with those observed in progerin-expressing cells may result in substantial increases in stress concentrations on the nuclear membrane. This supports the hypothesis that progerin disrupts homeostatic regulation of gene expression in response to hemodynamic shear by altering the mechanical properties of the nucleus.</p>

(1) Background: Hemodynamic assessment of prosthetic heart valves using conventional 2D transthoracic Echocardiography-Doppler (2D-TTE) has limitations. Of those, left ventricular outflow tract (LVOT) area measurement is one of the major limitations of the continuity equation, which assumes a circular LVOT. (2) Methods: This study comprised 258 patients with severe aortic stenosis (AS), who were treated with the ACURATE neo2. The LVOT area and its dependent Dopplerderived parameters, including effective orifice area (EOA) and stroke volume (SV), in addition to their indexed values, were calculated from post-TAVI 2D-TTE. In addition, the 3D-LVOT area from pre-procedural MDCT scans was obtained and used to calculate corrected Doppler-derived parameters. The incidence rates of prosthesis patient mismatch (PPM) were compared between the 2D-TTE and MDCT-based methods (3) Results: The main results show that the 2D-TTE measured LVOT is significantly smaller than 3D-MDCT (350.4 62.04 mm2 vs. 405.22 81.32 mm2) (95% Credible interval (CrI) of differences: 55.15, 36.09), which resulted in smaller EOA (2.25 0.59 vs. 2.58 0.63 cm2) (Beta = 0.642 (95%CrI of differences: 0.85, 0.43), and lower SV (73.88 21.41 vs. 84.47 22.66 mL), (Beta = 7.29 (95% CrI: 14.45, 0.14)), respectively. PPM incidence appears more frequent with 2D-TTE- than 3D-MDCT-corrected measurements (based on the EOAi) 8.52% vs. 2.32%, respectively. In addition, significant differences regarding the EOA among the three valve sizes (S, M and L) were seen only with the MDCT, but not on 2D-TTE. (4) Conclusions: The corrected continuity equation by combining the 3D-LVOT area from MDCT with the TTE Doppler parameters might provide a more accurate assessment of hemodynamic parameters and PPM diagnosis in patients treated with TAVI. The ACURATE neo2 THV has a large EOA and low incidence of PPM using the 3D-corrected LVOT area than on 2D-TTE. These findings need further confirmation on long-term follow-up and in other studies.

Le regroupement des neurones de propriétés similaires est à l’origine de modules permettant d’optimiser l’analyse de l’information. La conséquence est la présence de cartes fonctionnelles dans le cortex visuel primaire de certains mammifères pour de nombreux paramètres tels que l’orientation, la direction du mouvement ou la position des stimuli (visuotopie). Le premier volet de cette thèse est consacré à caractériser l’organisation modulaire dans le cortex visuel primaire pour un paramètre fondamental, la suppression centre / pourtour et au delà du cortex visuel primaire (dans l’aire 21a), pour l’orientation et la direction. Toutes les études ont été effectuées à l’aide de l’imagerie optique des signaux intrinsèques sur le cortex visuel du chat anesthésié. La quantification de la modulation par la taille des stimuli à permis de révéler la présence de modules de forte et de faible suppression par le pourtour dans le cortex visuel primaire (aires 17 et 18). Ce type d’organisation n’avait été observé jusqu’ici que dans une aire de plus haut niveau hiérarchique chez le primate. Une organisation modulaire pour l’orientation, similaire à celle observée dans le cortex visuel primaire a été révélée dans l’aire 21a. Par contre, contrairement à l’aire 18, l’aire 21a ne semblait pas être organisée en domaine de direction. L’ensemble de ces résultats pourront permettre d’alimenter les connaissances sur l’organisation anatomo-fonctionnelle du cortex visuel du chat mais également de mieux comprendre les facteurs qui déterminent la présence d’une organisation modulaire. Le deuxième volet abordé dans cette thèse s’est intéressé à l’amélioration de l’aspect quantitatif apporté par l’analyse temporelle en imagerie optique des signaux intrinsèques. Cette nouvelle approche, basée sur l’analyse de Fourier a permis d’augmenter considérablement le rapport signal / bruit des enregistrements. Toutefois, cette analyse ne s’est basée jusqu’ici que sur la quantification d’une seule harmonique ce qui a limité son emploi à la cartographie de l’orientation et de rétinotopie uniquement. En exploitant les plus hautes harmoniques, un modèle a été proposé afin d’estimer la taille des champs récepteurs et la sélectivité à la direction. Ce modèle a par la suite été validé par des approches conventionnelles dans le cortex visuel primaire. / The clustering of neurons of similar properties is at the basis of the brain modular architecture and is considered as a strategy to optimized processing. One consequence of this clustering is the presence of functional maps in the primary visual cortex of several mammals based on features such as orientation, direction of motion and stimulus position (retinotopy). The first section of this thesis was aimed at characterizing the modular organization of functions in primary and higher-order areas. First, we investigated the possibility that a fundamental cell property, the receptive field center / surround suppression, could be orderly represented in the primary visual cortex. Second, we determined the level of modular organization in area 21a for two key properties, orientation and direction of motion. All studies were based on the optical imaging of intrinsic signals in anesthetized cats. Results indicate the presence of high and low surround suppression modules in the primary visual cortex (areas 17 and 18). To date, such organization has been discovered only in a higher-order area in primate. A modular organization for orientation, similar to the one observed in areas 17 and 18 was observed in area 21a. On the other hand, in contrast to area 18, no direction modules were discovered in area 21a. Overall, the first part of this thesis increased our knowledge about the anatomo-fonctional organization of cat visual cortex. They will also be instrumental to better understand the factors leading to the presence of a modular organization in the cortex. The second section of this thesis was directed to the development of a novel quantitative tool for the temporal analysis of optical imaging intrinsic signals. This new approach, based on Fourier decomposition, allowed to greatly increase the signal to noise ratio of the recordings. Until now, this analysis was only been based on single harmonic quantification, limiting its application for orientation and rétinotopy mapping only. A model exploiting higher harmonics was then developed to estimate additional parameters such as the receptive field size and direction selectivity. Thereafter, this model was validated with success by conventional approaches on the primary visual cortex.

Il est relativement bien établi que les crises focales entraînent une augmentation régionale du flot sanguin dans le but de soutenir la demande énergétique en hémoglobine oxygénée des neurones épileptiques. Des changements hémodynamiques précoces ont également été rapportés dans la région homologue controlatérale, bien que ceci ait été moins bien caractérisé. Dans cette étude, notre objectif est de mieux caractériser, lors de crises focales, la nature des changements hémodynamiques précoces dans la région homologue controlatérale au foyer épileptique. L'imagerie optique intrinsèque (IOI) et la microscopie deux-photons sont utilisées pour étudier les changements hémodynamiques dans la région homologue controlatérale au site de crises focales induites par l’injection de 4-aminopyridine (4-AP) dans le cortex somatosensitif ipsilatéral de souris. Dans l'étude d'IOI, des changements de l’oxyhémoglobine (HbO), de la désoxyhémoglobine (HbR) et du débit sanguin cérébral ont été observées dans la région homologue controlatérale au site de crises focales lors de toutes les crises. Toutefois, ces changements étaient hétérogènes, sans patron cohérent et reproduisible. Nos expériences avec la microscopie deux-photons n’ont pas révélé de changements hémodynamiques significatifs dans la région homotopique controlatérale lors de trains de pointes épileptiques. Nos résultats doivent être interprétés avec prudence compte tenu de plusieurs limitations: d’une part absence de mesures électrophysiologiques dans la région d’intérêt controlatérale au foyer simultanément à l’imagerie deux-photons et à l'IOI; d’autre part, lors des expériences avec le deux-photons, incapacité à générer de longues décharges ictales mais plutôt des trains de pointes, couverture spatiale limitée de la région d’intérêt controlatérale, et faible puissance suite au décès prématuré de plusieurs souris pour diverses raisons techniques. Nous terminons en discutant de divers moyens pour améliorer les expériences futures. / It has been well demonstrated that focal seizures are associated with a significant increase in regional cerebral blood flow to actively supply discharging neurons with oxygenated hemoglobin. There is also some evidence to suggest that focal seizures elicit early hemodynamic changes in the contralateral homotopic area, although this has been less well documented. In this study, we aim to better characterize the nature of early hemodynamic responses contralateral to the epileptic focus during seizures. We used intrinsic optical imaging (IOI) and two-photon laser microscopy to measure the hemodynamic changes in the homotopic contralateral area following focal seizures induced by an injection of 4-aminopyridine (4-AP) in the mouse somatosensory neocortex. In the study using IOI, oxyhemoglobin (HbO), deoxyhemoglobin (HbR) and cerebral blood flow (CBF) changes were observed in the homotopic area contralateral to the focus during all seizures. However, these changes were rather heterogenous, lacking any consistent or reproducible pattern. Our two-photon study showed no significant hemodynamic changes at the capillary level in the homotopic area contralateral to the ictal focus during epileptic spike trains. However, these findings must be interpreted cautiously in light of several limitations we encountered during the experiments. Specifically, we were unable to simultaneously record electrophysiology in the contralateral homotopic area. Furthermore, during our two-photon experiments, we failed to induce long ictal discharges (inducing only spike trains) had a limited sampling of the contralateral homotopic area and reduced power as a result of low mice survival rate. We conclude by providing alternatives to possibly improve future experiments.

La dysfonction des mécanismes de régulation vasculaire, observée dans les états de choc septique (CS), hémorragique (CH) et la cirrhose (C), remet en question l’efficacité des substances vasoactives utilisées. L’objectif de ce travail est l’évaluation hémodynamique, systémique et splanchnique de l’administration d’hydrogène sulfuré [H2S], de terlipressine [TP] et de noradrénaline [NE] au cours des complications des CS, CH et C. Suite à une ischémie/reperfusion (I/R) chez le rat, le sepsis n’a pas d’impact particulier sur le rein, lors de la phase précoce, alors que le débit rénal varie en réponse aux variations de pression artérielle, incluant le phénomène d’autorégulation. Le CS est associé très précocement à une augmentation du flux sanguin dans les capillaires péritubulaires et à une dysfonction rénale limitée par la perfusion de NE. Au cours d’un CH retransfusé et réanimé par un remplissage vasculaire, l’inhibition endogène de H2S aggrave la dysfonction rénale suite à une diminution des vitesses microcirculatoires péritubulaires et favorise un syndrome de fuite capillaire. A l’inverse, l’administration exogène de H2S pourrait provoquer un rétrocontrôle négatif sur l’activité de l’enzyme principale de production de H2S endogène, la CSE. Lors d’une hypertension portale par C chez le rat, la NE augmente la pression porte à faibles doses et augmente la contraction maximale des veines portes in vitro par rapport à la vasopressine, ce qui augmente le risque hémorragique. Au contraire, la TP diminue le débit mésentérique et la pression porte, ce qui favorise la réponse hémodynamique de réduction du risque d’hémorragie digestive. / The impairment of vascular regulatory mechanisms observed in cirrhosis and shock situations, reduces the effectiveness of vasoactive substances used in treatments. The aim of this study is the hemodynamic, systemic and splanchnic assessments of vasoactive molecules proposed for the treatment of septic shock, hemorrhagic shock and cirrhosis complications (hydrogen sulfide [H2S], terlipressin [TP] and norepinephrine [NE]). In a model of ischemia/reperfusion (I/R), sepsis has no particular impact on the kidney since renal blood flow varies in response to mean arterial blood pressure variations, including an auto-regulation phenomenon. Sepsis is very rapidly associated with hypervelocity of blood flow in peritubular capillaries and renal dysfunction, both of wich are reserved by NE infusion. In hemorrhagic shock model controlled and resuscitated by Gelofusin® perfusion, we demonstrated that inhibition of endogenous H2S worsening renal dysfunction due to decreased renal peritubular microcirculatory velocities and promotes capillary leak syndrome. While the exogenous administration of H2S, could cause a negative feedback on the activity of the principal enzyme of endogenous H2S production, the CSE. During portal hypertension by cirrhosis in rats, NE increases the portal venous pressure, at low doses, and is more efficient than vasopressin on the portal veins of cirrhotic rats in vitro. However TP significantly reduces the mesenteric artery blood flow and the portal vein pressure. Taken together, TP could reduce the variceal bleeding risk associated with cirrhosis in comparison to NE.

A hipertensão arterial pulmonar idiopática é uma doença que acomete os vasos arteriais pulmonares, determinando o aumento da resistência vascular pulmonar levando à deterioração hemodinâmica. Avaliamos se a distensibilidade da artéria pulmonar avaliada pela ressonância magnética se correlaciona à resposta ao teste agudo com vasodilatador em pacientes com hipertensão pulmonar. Houve diferença significativa de distensibilidade da artéria pulmonar em pacientes respondedores e não-respondedores. Após a análise dos dados por uma curva ROC, a distensibilidade de 10% distinguiu a população de respondedores de não-respondedores com 100% de sensibilidade e 56% de especificidade / Pulmonary arterial hypertension is characterized by an increase in pulmonary vascular resistance, eventually leading to hemodynamic failure. We assessed whether pulmonary artery distensibility (evaluated by magnetic resonance) correlated with acute vasodilator test response. A statistically significant difference was found in terms of pulmonary artery distensibility in responders and non-responders. A ROC curve showed that 10% distensibility could discriminate responders from non-responders with 100%sensitivity and 56% specificity

INTRODUÇÃO: A aspiração traqueal (ASP) é um procedimento de rotina em pacientes sob ventilação mecânica, porém em algumas situações pode não ser eficiente. Como adjuvante usa-se a técnica \"Bag-Squeezing\" (BS) que consiste na hiperinflação manual associada à compressão torácica manual expiratória seguida ASP. Embora efetiva esta técnica pode apresentar algumas limitações como a desconexão do ventilador mecânico, além do controle precário do pico de pressão inspiratória (PPI) e pico de fluxo inspiratório (PFI). Como opção, podemos substituir o ressuscitador manual pelo próprio ventilador mecânico, alterando seus parâmetros e evitando assim a desconexão. Propusemos padronizar esta técnica e denominá-la PEEP-ZEEP (PZ); realizando-se a inflação dos pulmões aumentando a PEEP em 10 cmH2O, por 5 ciclos respiratórios, seguido de rápida descompressão pulmonar pela redução abrupta da PEEP até 0 cmH20, simultâneo à compressão torácica manual. OBJETIVOS: Avaliar o comportamento hemodinâmico, da troca gasosa e da mecânica respiratória, na aplicação das técnicas ASP, BS e PZ e seus efeitos na remoção de secreções brônquicas em pacientes ventilados mecanicamente. MÉTODO: 1ª etapa - \"Pacientes sem secreção brônquica\" estudamos prospectivamente 45 pacientes, divididos aleatoriamente em 3 grupos iguais, avaliamos os efeitos da aplicação das técnicas ASP, BS e PZ nos parâmetros hemodinâmicos, na troca gasosa e na mecânica pulmonar antes, imediatamente após, do 1o ao 10o e 30o min. subseqüentemente à aplicação das técnicas. Na 2ª etapa - \"Pacientes com hipersecreção brônquica\" foram estudados prospectivamente 15 pacientes ventilados mecanicamente, que apresentavam hipersecreção brônquica submetidos às técnicas ASP, BS e PZ aleatoriamente em intervalos de 2 horas, avaliamos as mesmas variáveis da 1a etapa porém acompanhamos os pacientes até 120 min. após cada intervenção. Avaliamos também o peso úmido da secreção brônquica, bem como sua reologia. RESULTADOS: 1ª etapa - Semelhantes quanto aos dados antropométricos e tempos de CEC, nossos pacientes apresentavam 59±10anos, IMC 26±3,2 kg/m2 e tempo médio de CEC de 91±19min. Houve elevação da FC somente após aplicação de BS (98±8; 106±10). PAM e SpO2 não se alteraram, observamos elevação na ETCO2 (36±6; 37±6 e 37±7; 39±8) nas técnicas BS e PZ respectivamente. Não verificamos alteração na mecânica respiratória até 30 min. após aplicação das técnicas. Durante a execução das técnicas BS e PZ respectivamente observamos elevação significante do PPI (63±17 vs 17±3), PPLATÔ (22±5 vs 26±3), PFI (154±27 vs 20±5) e PFE (86±20 vs 64±10). 2ª etapa - Nossos pacientes apresentavam 66±14anos, IMC 24±3,2 kg/m2 e tempo médio de CEC de 113±54min. A FC e a SpO2 não se alteraram, porém houve elevação significante da PAM imediatamente após a aplicação de ASP, BS e PZ (85±12 vs 101±16, 90±12 vs 100±14, 84±10 vs 97±11). Na PZ houve diminuição na ETCO2 (36±6 vs 35±7). Não observamos alteração na mecânica respiratória até 120 min. após aplicação das técnicas. Durante a execução das técnicas BS e PZ respectivamente observamos elevação significante do PPI (45±22 vs 27±3) e PFI (91±21 vs 44±17), porém a PPLATÔ (27±15 vs 26±3) e o PFE (71±20 vs 64±13) foram semelhantes entre elas. Não encontramos diferença significante no peso úmido do muco ASP(0,91±1), BS(1,09±1) e PZ(0,53±0,5), nem na análise do deslocamento e da viscoelasticidade. CONCLUSÕES: As técnicas não alteraram significantemente o comportamento hemodinâmico, de troca gasosa e de mecânica respiratória. BS e PZ foram capazes de aumentar o PFE, porém a nova proposta PZ permite maior controle das variáveis de mecânica respiratória, possibilitando monitoramento das pressões e fluxos impostos ao sistema respiratório. Todas as técnicas foram capazes de remover secreções brônquicas de forma semelhante. / INTRODUCTION: Tracheal suction (TS) is a routine procedure in patients submitted to mechanical ventilation. In association, the bag-squeezing (BS) technique is described as a manual hyperinflation associated to a manually assisted coughing followed by TS. This technique might present few limitations as its mechanical ventilator disconnection and poor control of variables such as peak inspiratory pressure (PIP) and peak inspiratory flow (PIF). We might substitute the manual ressuscitator by the mechanical ventilator itself altering its parameters and avoiding its disconnection. We proposed to standardize this technique and named it PEEP-ZEEP (PZ); inflate the lungs increasing the PEEP in 10 cmH20, trough 5 respiratory cycles, followed by an abrupt pulmonary decompression bringing the PEEP to 0 cmH20, associated to the manually assisted coughing. OBJECTIVES: Assess the hemodynamic, gas exchange and respiratory mechanics variables during the use of TS, BS and PZ techniques and assess their effects in the removal of bronchial secretions in mechanically ventilated patients. METHODS: First step - \"Patients without bronchial secretions\" - We assessed 45 patients prospectively, divided randomically into three groups, evaluating the effects of TS, BS and PZ techniques in the haemodynamics, gas exchange and respiratory mechanics variables before, immediately after, in the 10th and 30th minute after the technique. Second step - \"Patients with bronchial secretions\" - We assessed 15 mechanically ventilated patients submitted to the TS, BS and PZ techniques within 2 hours, evaluating the same variables of the first step. However we followed-up the patients until 120 minutes in each technique. We also assessed the humid weight of the bronchial secretions as well as the mucus reology. RESULTS: Results were similar when related to antropometric data and ECC period. First step - There was a raise in the HR after the BS procedure (98±8; 106±10), MAP and SpO2 did not altered. Raise in ETCO2 (36±6; 37±6 and 37±7; 39±8) in the BS e PZ techniques respectively, without alteration in the respiratory mechanics until 30 minutes after the techniques. During the BS e PZ techniques, we observed a significant increase in PIP (63±17 vs 17±3), PPLATEU (22±5 vs 26±3), PIF (154±27 vs 20±5) and PEF (86±20 vs 64±10). Second step - HR and SpO2 did not altered, there was a significant increase in MAP immediately after the TS, BS and PZ techniques (85±12 vs 101±16, 90±12 vs 100±14, 84±10 vs 97±11). The PZ technique had lower ETCO2 (36±6 vs 35±7). We did not observed any respiratory mechanics alteration until 120 minutes after the techniques. During the BS e PZ techniques, respectively, we observed an increase in the PIP (45±22 vs 27±3) and PIF (91±21 vs 44±17), however the PPLATEU (27±15 vs 26±3) and PEF (71±20 vs 64±13) were similar. The PZ technique (0,54±0,5) remove less humid weight mucus when compared to TS (0,91±1) and BS (1,09±1), but the analysis by simulated cough machine PZ (25?11) was better then TS(33?13). CONCLUSION: All techniques remove bronchial secretions and did not altered the hemodynamic, gas exchange and respiratory mechanics significantly. BS and PZ were able to enhance the PEF, however the new proposition of the PZ technique allows a better control of the respiratory mechanics variables.