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Sensitivity Analysis of In Silico Fluid Simulations to Predict Thrombus Formation after Left Atrial Appendage Occlusion

dc.contributor.authorMill, Jordi
dc.contributor.authorAgudelo, Victor
dc.contributor.authorOlivares, Andy L.
dc.contributor.authorPons, Maria Isabel
dc.contributor.authorSilva, Etelvino
dc.contributor.authorNuñez Garcia, Marta
dc.contributor.authorMorales, Xabier
dc.contributor.authorArzamendi, Dabit
dc.contributor.authorFreixa, Xavier
dc.contributor.authorNoailly, Jérôme
dc.contributor.authorCamara, Oscar
dc.contributor.authoraffiliation[Mill,J; Olivares,AL; Pons,MI; Morales,X; Noailly,J; Camara,O] BCN-MedTech, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona, Spain. [Agudelo,V; Arzamendi,D] Department of Cardiology, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain. [Silva,E] Instituto de Investigación e Innovación Biomédica de Cádiz (INiBICA), Grupo GADICOR, Hospital Universitario Puerta del Mar, Universidad de Cádiz, Cádiz, Spain. [Nuñez-Garcia,M] Electrophysiology and Heart Modeling Institute (IHU Liryc), Pessac, France. [Nuñez-Garcia,M] Centre de Recherche Cardio-Thoracique de Bordeaux, Université de Bordeaux, Bordeaux, France. [Freixa,X] Department of Cardiology, Hospital Clínic, Barcelona, Spain.
dc.contributor.funderThis work was supported by the Spanish Ministry of Science, Innovation and Universities under the Retos I+D Programme (RTI2018-101193-B-I00), the Maria de Maeztu Units of Excellence Programme (MDM-2015-0502), the Spanish Ministry of Economy and Competitiveness under the Programme for the Formation of Doctors (PRE2018-084062), and MINECO (RYC-2015-18888). Addi tionally, this work was supported by the H2020 EU SimCardioTest project (Digital transformation in Health and Care SC1-DTH-06-2020; grant agreement No. 101016496).
dc.date.accessioned2022-08-19T13:54:03Z
dc.date.available2022-08-19T13:54:03Z
dc.date.issued2021-09-18
dc.description.abstractAtrial fibrillation (AF) is nowadays the most common human arrhythmia and it is consid ered a marker of an increased risk of embolic stroke. It is known that 99% of AF-related thrombi are generated in the left atrial appendage (LAA), an anatomical structure located within the left atrium (LA). Left atrial appendage occlusion (LAAO) has become a good alternative for nonvalvular AF patients with contraindications to anticoagulants. However, there is a non-negligible number of device-related thrombus (DRT) events, created next to the device surface. In silico fluid simulations can be a powerful tool to better understand the relation between LA anatomy, haemodynamics, and the process of thrombus formation. Despite the increasing literature in LA fluid modelling, a consensus has not been reached yet in the community on the optimal modelling choices and boundary conditions for generating realistic simulations. In this line, we have performed a sensitivity analysis of several boundary conditions scenarios, varying inlet/outlet and LA wall movement configurations, using patient-specific imaging data of six LAAO patients (three of them with DRT at follow-up). Mesh and cardiac cycle convergence were also analysed. The boundary conditions scenario that better predicted DRT cases had echocardiography-based velocities at the mitral valve outlet, a generic pressure wave from an AF patient at the pulmonary vein inlets, and a dynamic mesh approach for LA wall deformation, emphasizing the need for patient-specific data for realistic simulations. The obtained promising results need to be further validated with larger cohorts, ideally with ground truth data, but they already offer unique insights on thrombogenic risk in the left atria.es_ES
dc.description.versionYeses_ES
dc.identifier.citationMill J, Agudelo V, Olivares AL, Pons MI, Silva E, Nuñez-Garcia M et al. Sensitivity Analysis of In-Silico Fluid Simulations to Predict Thrombus Formation after Left Atrial Appendage Occlusion. Mathematics 2021, 9, 2304es_ES
dc.identifier.doi10.3390/math9182304es_ES
dc.identifier.essn2227-7390
dc.identifier.urihttp://hdl.handle.net/10668/3918
dc.journal.titleMathematics
dc.language.isoen
dc.page.number19 p.
dc.publisherMDPIes_ES
dc.relation.publisherversionhttps://www.mdpi.com/2227-7390/9/18/2304/htmes_ES
dc.rightsAtribución 4.0 Internacional*
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subjectSensitivity analysises_ES
dc.subjectBoundary conditionses_ES
dc.subjectComputational fluid dynamicses_ES
dc.subjectDynamic meshes_ES
dc.subjectDevice-related thrombuses_ES
dc.subjectLeft atriumes_ES
dc.subjectLeft atrial appendagees_ES
dc.subjectHidrodinámicaes_ES
dc.subjectTrombosises_ES
dc.subjectAtrios cardíacoses_ES
dc.subjectApéndice atriales_ES
dc.subjectEnfermedades cardiovasculareses_ES
dc.subjectFibrilación auriculares_ES
dc.subject.meshMedical Subject Headings::Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humanses_ES
dc.subject.meshMedical Subject Headings::Anatomy::Cardiovascular System::Heart::Heart Atria::Atrial Appendagees_ES
dc.subject.meshMedical Subject Headings::Diseases::Cardiovascular Diseases::Heart Diseases::Arrhythmias, Cardiac::Atrial Fibrillationes_ES
dc.subject.meshMedical Subject Headings::Phenomena and Processes::Physical Phenomena::Geological Phenomena::Oceans and Seas::Bayses_ES
dc.subject.meshMedical Subject Headings::Anatomy::Cardiovascular System::Blood Vessels::Veins::Pulmonary Veinses_ES
dc.subject.meshMedical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Epidemiologic Study Characteristics as Topic::Epidemiologic Studies::Cohort Studies::Longitudinal Studies::Follow-Up Studieses_ES
dc.subject.meshMedical Subject Headings::Psychiatry and Psychology::Behavior and Behavior Mechanisms::Psychology, Social::Group Processes::Consensuses_ES
dc.subject.meshMedical Subject Headings::Anatomy::Cardiovascular System::Heart::Heart Valves::Mitral Valvees_ES
dc.subject.meshMedical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Equipment and Supplies::Surgical Equipment::Surgical Meshes_ES
dc.subject.meshMedical Subject Headings::Diseases::Cardiovascular Diseases::Vascular Diseases::Embolism and Thrombosis::Thrombosises_ES
dc.subject.meshMedical Subject Headings::Chemicals and Drugs::Chemical Actions and Uses::Pharmacologic Actions::Therapeutic Uses::Hematologic Agents::Anticoagulantses_ES
dc.subject.meshMedical Subject Headings::Phenomena and Processes::Circulatory and Respiratory Physiological Phenomena::Cardiovascular Physiological Phenomena::Hemodynamicses_ES
dc.titleSensitivity Analysis of In Silico Fluid Simulations to Predict Thrombus Formation after Left Atrial Appendage Occlusiones_ES
dc.typeresearch article
dc.type.hasVersionVoR
dspace.entity.typePublication

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