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Computational modelling of blood flow in medical assist devices
KTH, School of Engineering Sciences (SCI), Engineering Mechanics. KTH, School of Engineering Sciences (SCI), Centres, Linné Flow Center, FLOW.ORCID iD: 0000-0003-0716-465x
2023 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Extracorporeal membrane oxygenation (ECMO) is a life-saving support treat-ment in case of pulmonary and/or cardiac failure. An artificial extracorporealcircuit is used to offload the function of lungs and/or heart. Patient blood is drained through a drainage cannula, pumped with a centrifugal pump, oxygenated in a membrane lung and returned to the body through a reinfusion cannula. Tubing and connectors complete the circuit. However, its use canlead to thromboembolic and haemolytic complications, which are related to mechanical stresses arising in the flow of blood through its components. Numerical simulations of some of the pumps and cannulae used in the circuit were performed to investigate the flow structures developing in these components and their relation to measures of blood damage in the form of platelet activation state (PAS) and haemolysis index (HI). Simulations of two magnetically levitated centrifugal ECMO pumps were performed both in on- and off-label conditions with flow rates compatible with adult and neonatal use. The results showed that off-label low flow rate can be damaging due to an increase of residence time of the particles, which exposed them for longer to non-physiological stress. This held true for both passive tracers and inertial particles subjected to lift and drag. The neonatal pump showed a backflow structure with flow swirling back to the inlet tubing over its whole labelled range. Simulations of a lighthouse drainage cannula were undertaken to assess drainage characteristics at different haematocrits and flow rate ratios. The results indicated that the flow field was dominated by a jet in crossflow type of structure, with the most proximal holes draining the largest amount of fluid in all the studied cases and for all the considered haematocrits. The effects due to non-Newtonian behaviour of blood were less relevant in the drainage area, allowing to use a Reynolds number analogy to bridge between water and blood results.A lighthouse cannula in return configuration was also considered in both a centred and a tilted position. A characteristic confined jet configuration was found, with a backflow developing at the vessel wall, increasing residence time. In the tilted case, a group of small vortical structures developed at the holes close to the wall, which behaved as an obstacle to the vessel flow and increased both residence time and stress. This led to locally increased haemolysis which, however, did not impact haemolysis at large due to the low flow exposed to this area. The use of different viscosity models in this case led to small variations in the results, which were minor compared to the uncertainty introduced by the use of different model coefficients in the computation of the haemolysis index.

Abstract [sv]

Extrakorporeal membranoxygenering (ECMO) är en livräddande stödbehandling vid lung- och/eller hjärtsvikt. En artificiell extrakorporeal krets används för att stödja hjärt-lungfunktion. Patientblod dräneras via en dräneringskanyl, pumpas med en centrifugalpump genom membranlunga (gasväxlare) för syresättning och koldioxidclearance, för att sedan återföras till patienten via en returkanyl. Slangar och konnektorer sammankopplar kretsen. Användning av ECMO kan leda till tromboemboliska och hemolytiska komplikationer relaterade till mekaniska skjuvkrafter som uppstår när blodet strömmar genom ECMO-systemetskomponenter. Numeriska simuleringar av några av de pumpar och kanyler som används vid ECMO utfördes för att undersöka flödesstrukturer som skapas i systemkomponenter och deras relation till blodtrauma skattat som Plateletactivation state (PAS) och Haemolysis index (HI). Simuleringar av två centrifugalpumpar utfördes både inom och utanför rekommenderade flödesvolymer kompatibla med vuxen och neonatal ECMO användning. Resultaten visade att låg flödeshastighet off-design kan vara skadlig på grund av en ökad uppehållstid (residence time) för partiklarna i undersökt område. Detta gällde både passiva och tröghetsberoende partiklar som utsätts för lift och drag. Neonatalpumpen visade en motströms flödesstruktur i form av virvel utefter pumpinloppets väg över hela rekommenderade flödesområdet. Simulering av en dränkanyl med sidohål genomfördes för att bedöma dränegenskaper vid olika hematokritvärden och flödeshastigheter. Resultaten indikerade att flödesmönster dominerades av en struktur “jet in crossflow”. De mest proximala hålen dränerade mest vätska i alla studerade fall inklusive hematokritfraktioner. Effekterna av blodets icke-Newtonska egenskaper var inte avgörande inom testområdet vilket möjliggjorde användande av Reynolds-tal för att koppla vatten och blodresultat. En returkanyl undersöktes både i centrerad och vinklad position i kärlet. En karakteristisk “confined jet”konfiguration sågs, med ett returflöde somutvecklades vid kärlväggen. Detta orsakade ökad residence time. I vinkladposition noterades en grupp små virvelstrukturer vid hålen nära kärlväggen vilka funktionellt betedde sig som hinder för blodflödet i kärlet men skapade också mera shear stress och förlängd residence time. Lokalt ökad hemolys avröda blodkroppar sågs, vilket dock inte var relevant i ett globalt perspektivp å grund av det lågt fraktionellt flödet vid sidohålen. Användningen av olika viskositetsmodeller gav små variationer i resultaten, vilka blev obetydliga med den osäkerhet som introducerades av användningen olika modellkoefficienter vid beräkning av hemolysindex.

Place, publisher, year, edition, pages
Stockholm: KTH , 2023.
Series
TRITA-SCI-FOU ; 2023:20
Keywords [en]
computational fluid dynamics, haemodynamics, platelet activation, thrombogenicity, haemolysis, extracorporeal membrane oxygenation, sensitivity
National Category
Fluid Mechanics
Research subject
Engineering Mechanics
Identifiers
URN: urn:nbn:se:kth:diva-326501ISBN: 978-91-8040-562-1 (print)OAI: oai:DiVA.org:kth-326501DiVA, id: diva2:1754389
Public defence
2023-05-25, F3, Lindstedtsvägen 26, Stockholm, 10:00 (English)
Opponent
Supervisors
Funder
EU, European Research Council, 101045453Swedish Research Council, 2019-04800
Note

QC 230503

Available from: 2023-05-03 Created: 2023-05-03 Last updated: 2025-02-09Bibliographically approved
List of papers
1. Blood pumps for extracorporeal membrane oxygenation: Platelet activation during different operating conditions
Open this publication in new window or tab >>Blood pumps for extracorporeal membrane oxygenation: Platelet activation during different operating conditions
2021 (English)In: ASAIO journal (1992), ISSN 1058-2916, E-ISSN 1538-943X, Vol. Publish Ahead of PrintArticle in journal (Refereed) Published
Abstract [en]

Extracorporeal membrane oxygenation (ECMO) is a therapy used in severe cardiopulmonary failure. Blood is pumped through an artificial circuit exposing it to nonphysiologic conditions, which promote platelet activation and coagulation. Centrifugal pumps used at lower flow rates than their design point may lose pump efficiency and increase the risk of hemolysis. In this study, thrombogenic properties of two ECMO pumps designed for adult and neonatal use were evaluated using simulations in different flow scenarios. Three scenarios, adult pump in adult mode (4 L/min), adult pump in baby mode (300 ml/min), and neonatal pump used in its design point (300 ml/min), were simulated using computational fluid dynamics. The flow was numerically seeded with platelets, whose activation state was computed considering the stress history that acted along their respective path lines. Statistical distributions of activation state and residence time were drawn. The results showed that using the adult pump in baby mode increased the fraction of platelets with higher activation state confirming that low-pump flow rate impacts thrombogenicity. The neonatal pump showed a backflow at the inlet, which carried platelets in a retrograde motion contributing to an increased thrombogenic potential compared with the adult mode scenario.

Place, publisher, year, edition, pages
Ovid Technologies (Wolters Kluwer Health), 2021
Keywords
centrifugal pump; computational fluid dynamics; ecmo; flow; low; platelet activation; thrombogenicity
National Category
Cardiology and Cardiovascular Disease
Identifiers
urn:nbn:se:kth:diva-301030 (URN)10.1097/mat.0000000000001493 (DOI)000734629200018 ()34074850 (PubMedID)2-s2.0-85122760687 (Scopus ID)
Note

QC 20220112

Available from: 2021-09-03 Created: 2021-09-03 Last updated: 2025-02-10Bibliographically approved
2. Numerical and experimental investigation of a lighthouse tip drainage cannula used in extracorporeal membrane oxygenation
Open this publication in new window or tab >>Numerical and experimental investigation of a lighthouse tip drainage cannula used in extracorporeal membrane oxygenation
2023 (English)In: Artificial Organs, ISSN 0160-564X, E-ISSN 1525-1594, Vol. 47, no 2, p. 330-341Article in journal (Refereed) Published
Abstract [en]

Extracorporeal membrane oxygenation is a life saving therapy used in case of acute respiratory/circulatory failure. Exposure of blood to non-physiological surfaces and high shear stresses is related to hemolytic damage and platelet activation. An investigation of the flow structures developing in a conventional single-staged drainage cannula was performed with cross-validated computational fluid dynamics and particle image velocimetry. The aim was to quantify the variation in drainage performance and stress levels induced by different fluid models, hematocrit and vessel-to-cannula flow rate ratios. The results indicated that the 90◦ bends of the flow through the side holes created a recirculation zone potentially increasing the residence time and flow structures developing inside the cannula resembling a jet in a crossflow. The use of different hematocrits did not induce a considerable effect on the drainage performance, with the most proximal set of holes from the tip draining the largest fraction of fluid. However, different flow rate ratios altered the flow rate drained through the tip. The use of 2D data led to a 50% underestimation of shear rate levels, and a Reynolds-number scaling was applied to capture the velocity profiles and flow rates through the side holes.

Place, publisher, year, edition, pages
Wiley, 2023
National Category
Cardiology and Cardiovascular Disease
Identifiers
urn:nbn:se:kth:diva-301033 (URN)10.1111/aor.14421 (DOI)000870693000001 ()36227654 (PubMedID)2-s2.0-85140119564 (Scopus ID)
Note

QC 20240402

Available from: 2021-09-03 Created: 2021-09-03 Last updated: 2025-02-10Bibliographically approved
3. Effect of low rate ratio and positioning on a lighthouse tip ECMO return cannula
Open this publication in new window or tab >>Effect of low rate ratio and positioning on a lighthouse tip ECMO return cannula
2023 (English)In: Biomechanics and Modeling in Mechanobiology, ISSN 1617-7959, E-ISSN 1617-7940, Vol. 22, no 6, p. 1891-1899Article in journal (Other academic) Published
Abstract [en]

Extracorporeal membrane oxygenation is a life-saving support therapy in the case of cardiopulmonary refractory failure. Its use is associated to complications due to the presence of artificial surfaces and supraphysiological stress conditions. Thus, knowledge of the fluid structures associated to each component can give insight into sources of blood damage. In this study, an experimentally validated numerical study of a conventional lighthouse tip cannula in return configuration was carried out to characterize the flow structures using water or a Newtonian blood analog with different flow rate ratios and cannula positioning and their influence on hemolysis. The results showed that strong shear layers developed where the jets from the side holes met the co-flow. Stationary backflow regions at the vessel wall were also present downstream of the cannula. In the tilted case, the recirculation was much more pronounced on the wide side and almost absent on the narrow side. Small vortical backflow structures developed at the side holes which behaved like obstacles to the co-flow, creating pairs of counter-rotating vortices, which induced locally higher risk of hemolysis. However, global hemolysis index did not show significant deviations. Across the examined flow rate ratios, the holes on the narrow side consistently reinfused a larger fraction of fluid. A radial force developed in the tilted case in a direction so as to recenter the cannula in the vessel.

Place, publisher, year, edition, pages
Springer Nature, 2023
Keywords
ECMO, CFD, return cannula, hemolysis, PIV, recirculation, POD
National Category
Fluid Mechanics
Research subject
Engineering Mechanics
Identifiers
urn:nbn:se:kth:diva-326204 (URN)10.1007/s10237-023-01741-2 (DOI)001029357800001 ()37454305 (PubMedID)2-s2.0-85164906954 (Scopus ID)
Funder
EU, European Research Council, 101045453
Note

QC 20230427

Available from: 2023-04-26 Created: 2023-04-26 Last updated: 2025-03-27Bibliographically approved
4. Sensitivity of hemolysis modelling in a tiltedlighthouse tip cannula
Open this publication in new window or tab >>Sensitivity of hemolysis modelling in a tiltedlighthouse tip cannula
(English)Manuscript (preprint) (Other academic)
Abstract [en]

Extracorporeal membrane oxygenation is a life-saving treatment used insevere cardiac/lung failure. The occurrence of non-physiological stresses and thepresence of artificial surfaces gives rise to complications as thrombus formationand hemolysis. While CFD can be a powerful tool to assess risks associatedto mechanical stresses, the use of models to compute blood flow and predictblood damage entails uncertainties on the results that need to be quantified. Inthis work, the geometry of a ECMO return cannula in a shifted position wasused as a benchmark to evaluate the effects of model coefficients for hemolysiscomputation and the effect of different types of viscosity modelling at differenthematocrits. The results showed that the largest uncertainty was induced bythe chosen model coefficients, with variability of up to two orders of magnitude.Using a Newtonian analog led to similar global hemolysis indices compared toa non-Newtonian model, if the viscosity value was based on the asymptoticviscosity of the non-Newtonian model. Considering the local values of hemolysis,differences were observed in stagnation areas, with variations of more than 50%.The inclusion of a simple red blood cell transport model did not significantlyaffect time-averaged results, but it introduced larger time variability.

Keywords
hemolysis, cfd, ecmo, return cannula, sensitivity, quemada, viscosity
National Category
Fluid Mechanics
Research subject
Engineering Mechanics
Identifiers
urn:nbn:se:kth:diva-326207 (URN)
Funder
EU, European Research Council, 101045453
Note

QC 20230427

Available from: 2023-04-26 Created: 2023-04-26 Last updated: 2025-02-09Bibliographically approved
5. Backflow at the inlet of centrifugal pumps forextracorporeal life support in low flowconditions
Open this publication in new window or tab >>Backflow at the inlet of centrifugal pumps forextracorporeal life support in low flowconditions
(English)Manuscript (preprint) (Other academic)
Abstract [en]

Extracorporeal life support (ECLS) are life-saving therapies used to supportcardiac and pulmonary functions in severe failure. In recent years the use ofcentrifugal pumps to drive the flow has become increasingly common. Severaldesigns are available on the market with different certified operating ranges.The use of centrifugal pumps in low flow conditions has been shown to increasehaemolytic and thrombogenic risks and been linked to the appearance of aretrograde flow at the inlet pipe. In this study, an experimental investigation ofseveral pump designs has been performed to assess the occurrence of backflowacross different operating conditions. Numerical simulations have been carriedout for a geometry and flow case showing backflow to highlight flow structuresassociated to it. The results showed that covered pumps were more likely toexhibit backflow in low flow conditions. The appearance of backflow was linkedto the development of vortical structures rising from the impeller blade tip andrising, being trapped between the shroud and the pump housing.

Keywords
backflow, centrifugal pumps, ecmo, high speed video, les, cfd, low flow
National Category
Fluid Mechanics
Research subject
Engineering Mechanics
Identifiers
urn:nbn:se:kth:diva-326209 (URN)
Funder
Swedish Research Council, 2019-04800
Note

QC 20230427

Available from: 2023-04-26 Created: 2023-04-26 Last updated: 2025-02-09Bibliographically approved

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