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Stathoulopoulos A, Passos A, Kaliviotis E, Balabani S. Partitioning of dense RBC suspensions in single microfluidic bifurcations: role of cell deformability and bifurcation angle. Sci Rep 2024; 14:535. [PMID: 38177195 PMCID: PMC10767057 DOI: 10.1038/s41598-023-49849-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 12/12/2023] [Indexed: 01/06/2024] Open
Abstract
Red blood cells (RBCs) are a key determinant of human physiology and their behaviour becomes extremely heterogeneous as they navigate in narrow, bifurcating vessels in the microvasculature, affecting local haemodynamics. This is due to partitioning in bifurcations which is dependent on the biomechanical properties of RBCs, especially deformability. We examine the effect of deformability on the haematocrit distributions of dense RBC suspensions flowing in a single, asymmetric Y-shaped bifurcation, experimentally. Human RBC suspensions (healthy and artificially hardened) at 20% haematocrit (Ht) were perfused through the microchannels at different flow ratios between the outlet branches, and negligible inertia, and imaged to infer cell distributions. Notable differences in the shape of the haematocrit distributions were observed between healthy and hardened RBCs near the bifurcation apex. These lead to more asymmetric distributions for healthy RBCs in the daughter and outlet branches with cells accumulating near the inner channel walls, exhibiting distinct hematocrit peaks which are sharper for healthy RBCs. Although the hematocrit distributions differed locally, similar partitioning characteristics were observed for both suspensions. Comparisons with RBC distributions measured in a T-shaped bifurcation showed that the bifurcation angle affects the haematocrit characteristics of the healthy RBCs and not the hardened ones. The extent of RBC partitioning was found similar in both geometries and suspensions. The study highlights the differences between local and global characteristics which impact RBC distribution in more complex, multi-bifurcation networks.
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Affiliation(s)
- Antonios Stathoulopoulos
- FluME, Department of Mechanical Engineering, University College London (UCL), London, WC1E 7JE, UK
| | - Andreas Passos
- FluME, Department of Mechanical Engineering, University College London (UCL), London, WC1E 7JE, UK
- Department of Mechanical Engineering and Material Science Engineering, Cyprus University of Technology, Limassol, Cyprus
| | - Efstathios Kaliviotis
- Department of Mechanical Engineering and Material Science Engineering, Cyprus University of Technology, Limassol, Cyprus
| | - Stavroula Balabani
- FluME, Department of Mechanical Engineering, University College London (UCL), London, WC1E 7JE, UK.
- Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London (UCL), London, UK.
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2
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Kim H, Zhbanov A, Yang S. Microfluidic Systems for Blood and Blood Cell Characterization. BIOSENSORS 2022; 13:13. [PMID: 36671848 PMCID: PMC9856090 DOI: 10.3390/bios13010013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 12/16/2022] [Accepted: 12/19/2022] [Indexed: 06/17/2023]
Abstract
A laboratory blood test is vital for assessing a patient's health and disease status. Advances in microfluidic technology have opened the door for on-chip blood analysis. Currently, microfluidic devices can reproduce myriad routine laboratory blood tests. Considerable progress has been made in microfluidic cytometry, blood cell separation, and characterization. Along with the usual clinical parameters, microfluidics makes it possible to determine the physical properties of blood and blood cells. We review recent advances in microfluidic systems for measuring the physical properties and biophysical characteristics of blood and blood cells. Added emphasis is placed on multifunctional platforms that combine several microfluidic technologies for effective cell characterization. The combination of hydrodynamic, optical, electromagnetic, and/or acoustic methods in a microfluidic device facilitates the precise determination of various physical properties of blood and blood cells. We analyzed the physical quantities that are measured by microfluidic devices and the parameters that are determined through these measurements. We discuss unexplored problems and present our perspectives on the long-term challenges and trends associated with the application of microfluidics in clinical laboratories. We expect the characterization of the physical properties of blood and blood cells in a microfluidic environment to be considered a standard blood test in the future.
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Affiliation(s)
- Hojin Kim
- Department of Mechatronics Engineering, Dongseo University, Busan 47011, Republic of Korea
| | - Alexander Zhbanov
- School of Mechanical Engineering, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea
| | - Sung Yang
- School of Mechanical Engineering, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea
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Gaynes BI, Shapiro MB, Augustine AS, Xu Y, Lin Y, Mirbod P, Dieter R, Cheng Y, Wu M, Venkataraman H, Gao Y, Petrov P, Xu J. Hierarchical data visualization of experimental erythrocyte aggregation employing cross correlation and optical flow applications. Microvasc Res 2022; 143:104386. [PMID: 35623407 DOI: 10.1016/j.mvr.2022.104386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 04/28/2022] [Accepted: 05/19/2022] [Indexed: 10/18/2022]
Abstract
Appraisal of microvascular erythrocyte velocity as well as aggregation are critical features of hemorheological assessment. Examination of erythrocyte velocity-aggregate characteristics is critical in assessing disorders associated with coagulopathy. Microvascular erythrocyte velocity can be assessed using various methodologic approaches; however, the shared assessment of erythrocyte velocity and aggregation has not been well described. The purpose of this study therefore is to examine three independent erythrocyte assessment strategies with and without experimentally induced aggregation in order to elucidate appropriate analytic strategy for combined velocity/aggregation assessment applicable to in-vivo capillaroscopy. We employed a hierarchical microfluidic model combined with Bland-Altman analysis to examine agreement between three methodologies to assess erythrocyte velocity appropriate for interpretation of cinematography of in-vivo microvascular hemorheology. We utilized optical and manual techniques as well as a technique which we term transversal temporal cross-correlation (TTC) to observe and measure both erythrocyte velocity and aggregation. In general, optical, manual and TTC agree in estimation of velocity at relatively low flow rate, however with an increase in infusion rate the optical flow method yielded the velocity estimates that were lower than the TTC and manual velocity estimates. We suggest that this difference was due to the fact that slower moving particles close to the channel wall were better illuminated than faster particles deeper in the channel which affected the optical flow analysis. Combined velocity/aggregation appraisal using TTC provides an efficient approach for estimating erythrocyte aggregation appropriate for in-vivo applications. We demonstrated that the optical flow and TTC analyses can be used to estimate erythrocyte velocity and aggregation both in ex-vivo microfluidics laboratory experiments as well as in-vivo recordings. The simplicity of TTC velocity may be advantageous for developing velocity estimate methods to be used in the clinic. The trade-off is that TTC estimation cannot capture features of the flow based on optical flow analysis of individually tracked particles.
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Affiliation(s)
- Bruce I Gaynes
- Loyola University Chicago, Stritch School of Medicine, Maywood, IL, United States of America; Edward Hines Jr. VA Medical Center, Hines, IL, United States of America
| | - Mark B Shapiro
- Anthem, Inc., 220 Virginia Ave, Indianapolis, IN 46204, United States of America; University of Illinois at Chicago, Richard and Loan Hill Department of Biomedical Engineering, 851 S Morgan St, Chicago, IL 60607, United States of America
| | - Abel Saju Augustine
- Anthem, Inc., 220 Virginia Ave, Indianapolis, IN 46204, United States of America
| | - Yang Xu
- San Diego State University, Department of Computer Science, 5500 Campanile Dr, San Diego, CA 92182, United States of America
| | - Yang Lin
- University of Rhode Island, Department of Mechanical, Industrial & Systems Engineering, 2 East Alumni Avenue, Kingston, RI 02881, United States of America
| | - Parisa Mirbod
- University of Illinois at Chicago, Department of Mechanical and Industrial Engineering, 842 W Taylor Street, Chicago, IL 60607, United States of America
| | - Robert Dieter
- Loyola University Chicago, Stritch School of Medicine, Maywood, IL, United States of America; Edward Hines Jr. VA Medical Center, Hines, IL, United States of America
| | - Yang Cheng
- University of Southern California, Viterbi Department of Computer Science, 941 Bloom Walk, Los Angeles, CA 90089, United States of America
| | - Mengren Wu
- University of Illinois at Chicago, Department of Mechanical and Industrial Engineering, 842 W Taylor Street, Chicago, IL 60607, United States of America
| | - Harish Venkataraman
- University of Illinois at Chicago, Department of Computer Science, 851 S Morgan St, Chicago, IL 60607, United States of America
| | - Yuan Gao
- University of Illinois at Chicago, Department of Mechanical and Industrial Engineering, 842 W Taylor Street, Chicago, IL 60607, United States of America
| | - Plamen Petrov
- University of Illinois at Chicago, Department of Computer Science, 851 S Morgan St, Chicago, IL 60607, United States of America; Hydrogen Health, 125 W 25th St, New York, NY 10001, United States of America
| | - Jie Xu
- University of Illinois at Chicago, Department of Mechanical and Industrial Engineering, 842 W Taylor Street, Chicago, IL 60607, United States of America.
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Xiao LL, Lin CS, Chen S, Liu Y, Fu BM, Yan WW. Effects of red blood cell aggregation on the blood flow in a symmetrical stenosed microvessel. Biomech Model Mechanobiol 2019; 19:159-171. [PMID: 31297646 DOI: 10.1007/s10237-019-01202-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2018] [Accepted: 07/06/2019] [Indexed: 11/25/2022]
Abstract
In order to figure out whether red blood cell (RBC) aggregation is beneficial or deleterious for the blood flow through a stenosis, fluid mechanics of a microvascular stenosis was examined through simulating the dynamics of deformable red blood cells suspended in plasma using dissipative particle dynamics. The spatial variation in time-averaged cell-free layer (CFL) thickness and velocity profiles indicated that the blood flow exhibits asymmetry along the flow direction. The RBC accumulation occurs upstream the stenosis, leading to a thinner CFL and reduced flow velocity. Therefore, the emergence of stenosis produces an increased blood flow resistance. In addition, an enhanced Fahraeus-Lindqvist effect was observed in the presence of the stenosis. Finally, the effect of RBC aggregation combined with decreased stenosis on the blood flow was investigated. The findings showed that when the RBC clusters pass through the stenosis with a throat comparable to the RBC core in diameter, the blood flow resistance decreases with increasing intercellular interaction strength. But if the RBC core is larger and even several times than the throat, the blood flow resistance increases largely under strong RBC aggregation, which may contribute to the mechanism of the microthrombus formation.
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Affiliation(s)
- L L Xiao
- School of Mechanical and Automotive Engineering, Shanghai University of Engineering Science, Shanghai, China.
| | - C S Lin
- School of Aerospace Engineering and Applied Mechanics, Tongji University, Shanghai, China
| | - S Chen
- School of Aerospace Engineering and Applied Mechanics, Tongji University, Shanghai, China
| | - Y Liu
- Department of Mechanical Engineering, The Hong Kong Polytechnic University, Hong Kong, China
| | - B M Fu
- Department of Biomedical Engineering, The City College of the City University of New York, New York, NY, USA
| | - W W Yan
- College of Metrology and Measurement Engineering, China Jiliang University, Hangzhou, China
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Kaliviotis E, Pasias D, Sherwood J, Balabani S. Red blood cell aggregate flux in a bifurcating microchannel. Med Eng Phys 2017; 48:23-30. [DOI: 10.1016/j.medengphy.2017.04.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2016] [Revised: 03/21/2017] [Accepted: 04/16/2017] [Indexed: 11/26/2022]
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Kaliviotis E, Sherwood JM, Balabani S. Partitioning of red blood cell aggregates in bifurcating microscale flows. Sci Rep 2017; 7:44563. [PMID: 28303921 PMCID: PMC5355999 DOI: 10.1038/srep44563] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2016] [Accepted: 02/09/2017] [Indexed: 12/12/2022] Open
Abstract
Microvascular flows are often considered to be free of red blood cell aggregates, however, recent studies have demonstrated that aggregates are present throughout the microvasculature, affecting cell distribution and blood perfusion. This work reports on the spatial distribution of red blood cell aggregates in a T-shaped bifurcation on the scale of a large microvessel. Non-aggregating and aggregating human red blood cell suspensions were studied for a range of flow splits in the daughter branches of the bifurcation. Aggregate sizes were determined using image processing. The mean aggregate size was marginally increased in the daughter branches for a range of flow rates, mainly due to the lower shear conditions and the close cell and aggregate proximity therein. A counterintuitive decrease in the mean aggregate size was apparent in the lower flow rate branches. This was attributed to the existence of regions depleted by aggregates of certain sizes in the parent branch, and to the change in the exact flow split location in the T-junction with flow ratio. The findings of the present investigation may have significant implications for microvascular flows and may help explain why the effects of physiological RBC aggregation are not deleterious in terms of in vivo vascular resistance.
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Affiliation(s)
- E Kaliviotis
- Dept. of Mechanical Engineering and Materials Science and Engineering, Cyprus University of Technology, Cyprus.,Dept. of Mechanical Engineering, University College London, UK
| | - J M Sherwood
- Dept. of Bioengineering, Imperial College London, UK
| | - S Balabani
- Dept. of Mechanical Engineering, University College London, UK
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Braune S, Basu S, Kratz K, Johansson JB, Reinthaler M, Lendlein A, Jung F. Strategy for the hemocompatibility testing of microparticles. Clin Hemorheol Microcirc 2017; 64:345-353. [DOI: 10.3233/ch-168114] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- S. Braune
- Institute of Biomaterial Science and Berlin-Brandenburg Centre for Regenerative Therapies (BCRT), Helmholtz-Zentrum Geesthacht, Teltow, Germany
| | - S. Basu
- Institute of Biomaterial Science and Berlin-Brandenburg Centre for Regenerative Therapies (BCRT), Helmholtz-Zentrum Geesthacht, Teltow, Germany
- Institute of Chemistry, University of Potsdam, Potsdam, Germany
| | - K. Kratz
- Institute of Biomaterial Science and Berlin-Brandenburg Centre for Regenerative Therapies (BCRT), Helmholtz-Zentrum Geesthacht, Teltow, Germany
| | - J. Bäckemo Johansson
- Institute of Biomaterial Science and Berlin-Brandenburg Centre for Regenerative Therapies (BCRT), Helmholtz-Zentrum Geesthacht, Teltow, Germany
| | - M. Reinthaler
- Institute of Biomaterial Science and Berlin-Brandenburg Centre for Regenerative Therapies (BCRT), Helmholtz-Zentrum Geesthacht, Teltow, Germany
- Department for Cardiology, Charité Universitätsmedizin, Campus Benjamin Franklin, Berlin, Germany
| | - A. Lendlein
- Institute of Biomaterial Science and Berlin-Brandenburg Centre for Regenerative Therapies (BCRT), Helmholtz-Zentrum Geesthacht, Teltow, Germany
- Institute of Chemistry, University of Potsdam, Potsdam, Germany
| | - F. Jung
- Institute of Biomaterial Science and Berlin-Brandenburg Centre for Regenerative Therapies (BCRT), Helmholtz-Zentrum Geesthacht, Teltow, Germany
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Toderi MA, Castellini HV, Riquelme BD. Descriptive parameters of the erythrocyte aggregation phenomenon using a laser transmission optical chip. JOURNAL OF BIOMEDICAL OPTICS 2017; 22:17003. [PMID: 28138690 DOI: 10.1117/1.jbo.22.1.017003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2016] [Accepted: 01/04/2017] [Indexed: 06/06/2023]
Abstract
The study of red blood cell (RBC) aggregation is of great interest because of its implications for human health. Altered RBC aggregation can lead to microcirculatory problems as in vascular pathologies, such as hypertension and diabetes, due to a decrease in the erythrocyte surface electric charge and an increase in the ligands present in plasma. The process of erythrocyte aggregation was studied in stasis situation (free shear stresses), using an optical chip based on the laser transmission technique. Kinetic curves of erythrocyte aggregation under different conditions were obtained, allowing evaluation and characterization of this process. Two main characteristics of blood that influence erythrocyte aggregation were analyzed: the erythrocyte surface anionic charge (EAC) after digestion with the enzyme trypsin and plasmatic protein concentration in suspension medium using plasma dissolutions in physiological saline with human albumin. A theoretical approach was evaluated to obtain aggregation and disaggregation ratios by syllectograms data fitting. Sensible parameters ( Amp 100 , t 1 \ 2 ) regarding a reduced erythrocyte EAC were determined, and other parameters (AI, M-Index) resulted that are representative of a variation in the plasmatic protein content of the suspension medium. These results are very useful for further applications in biomedicine.
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Affiliation(s)
- Martín A Toderi
- Óptica Aplicada a la Biología, IFIR (CONICET-UNR), Rosario, Santa Fe, Argentina
| | - Horacio V Castellini
- Facultad de Ciencias Exactas Ingeniería y Agrimensura, Departamento de Física, UNR, Rosario, Santa Fe, Argentina
| | - Bibiana D Riquelme
- Óptica Aplicada a la Biología, IFIR (CONICET-UNR), Rosario, Santa Fe, ArgentinacFacultad de Cs. Bioquímicas y Farmacéuticas, Área Física, UNR, Rosario, Santa Fe, Argentina
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Michalska-Małecka K, Śpiewak D, Słowińska-Łożyńska L, Sierocka-Stępień J. Influence of hemorheological factors on the development of retinal vein occlusion. Clin Hemorheol Microcirc 2016; 63:69-76. [PMID: 27163689 DOI: 10.3233/ch-162056] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVE The aim of this article was to present the influence of hemorheological factors on appearance of Retinal Vein Occlusion (RVO). Article explains which factors predispose to the occurrence of RVO. STUDY SELECTION Data presented in the article were collected from both review articles and research articles as well as other sources concerning hemorheology, pharmacology and ophthalmology. RESULTS Appearance of RVO is connected with blood viscosity and hemorheological parametres like aggregation of red blood cells, deformability of red blood cells, fibrinogen concentrations and haematocrit, and platelet activity. In the pathogenesis of retinal vein occlusion other risk factors were also indicated: age, systemic diseases and smoking. Such correlation has been indicated in numerous researches which were conducted over the last years. RVO is usually accompanied by macular oedema. RVO may successfully be treated using intravitreal dexamethasone implant. CONCLUSION Quick diagnosis and therapy create a possibility for successful treatment. Corticosteroid positive influence on visual acuity improvement has been indicted in two randomized, double-blind controlled studies - CRUISE and BRAVO. In both studies, the improvement of vision has been accompanied by a significant reduction of oedema in the vicinity of macula, reflected in the central retinal thickness.
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Affiliation(s)
- Katarzyna Michalska-Małecka
- Department of Ophthalmology, School of Medicine in Katowice, Medical University of Silesia, Katowice, Poland.,University Centre of Ophthalmology and Oncology, Independent Public Clinical Hospital, Medical University of Silesia, Katowice, Poland
| | - Dorota Śpiewak
- University Centre of Ophthalmology and Oncology, Independent Public Clinical Hospital, Medical University of Silesia, Katowice, Poland
| | | | - Justyna Sierocka-Stępień
- University Centre of Ophthalmology and Oncology, Independent Public Clinical Hospital, Medical University of Silesia, Katowice, Poland
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