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Magalhães HLF, Gomez RS, Leite BE, Nascimento JBS, Brito MKT, Araújo MV, Cavalcante DCM, Lima ES, Lima AGB, Farias Neto SR. Investigating the Dialysis Treatment Using Hollow Fiber Membrane: A New Approach by CFD. MEMBRANES 2022; 12:membranes12070710. [PMID: 35877913 PMCID: PMC9320344 DOI: 10.3390/membranes12070710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 07/03/2022] [Accepted: 07/07/2022] [Indexed: 12/02/2022]
Abstract
Due to the increase in the number of people affected by chronic renal failure, the demand for hemodialysis treatment has increased considerably over the years. In this sense, theoretical and experimental studies to improve the equipment (hemodialyzer) are extremely important, due to their potential impact on the patient’s life quality undergoing treatment. To contribute to this research line, this work aims to study the fluid behavior inside a hollow fiber dialyzer using computational fluid dynamics. In that new approach, the blood is considered as multiphase fluid and the membrane as an extra flow resistance in the porous region (momentum sink). The numerical study of the hemodialysis process was based on the development of a mathematical model that allowed analyzing the performance of the system using Ansys® Fluent software. The predicted results were compared with results reported in the literature and a good concordance was obtained. The simulation results showed that the proposed model can predict the fluid behavior inside the hollow fiber membrane adequately. In addition, it was found that the clearance decreases with increasing radial viscous resistance, with greater permeations in the vicinity of the lumen inlet region, as well as the emergence of the retrofiltration phenomenon, characteristic of this type of process. Herein, velocity, pressure, and volumetric fraction fields are presented and analyzed.
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Affiliation(s)
- Hortência L. F. Magalhães
- Department of Chemical Engineering, Federal University of Campina Grande, Campina Grande 58429-900, Brazil; (H.L.F.M.); (S.R.F.N.)
| | - Ricardo S. Gomez
- Department of Mechanical Engineering, Federal University of Campina Grande, Campina Grande 58429-900, Brazil;
- Correspondence:
| | - Boniek E. Leite
- Department of Process Engineering, Federal University of Campina Grande, Campina Grande 58429-900, Brazil; (B.E.L.); (J.B.S.N.); (M.K.T.B.); (M.V.A.); (E.S.L.)
| | - Jéssica B. S. Nascimento
- Department of Process Engineering, Federal University of Campina Grande, Campina Grande 58429-900, Brazil; (B.E.L.); (J.B.S.N.); (M.K.T.B.); (M.V.A.); (E.S.L.)
- Department of Exact Sciences and Technology, Santa Cruz State University, Ilhéus 46662-900, Brazil
| | - Mirenia K. T. Brito
- Department of Process Engineering, Federal University of Campina Grande, Campina Grande 58429-900, Brazil; (B.E.L.); (J.B.S.N.); (M.K.T.B.); (M.V.A.); (E.S.L.)
| | - Morgana V. Araújo
- Department of Process Engineering, Federal University of Campina Grande, Campina Grande 58429-900, Brazil; (B.E.L.); (J.B.S.N.); (M.K.T.B.); (M.V.A.); (E.S.L.)
| | - Daniel C. M. Cavalcante
- Federal Institute of Education, Science and Technology of Sertão Pernambucano, Serra Talhada 56915-899, Brazil;
| | - Elisiane S. Lima
- Department of Process Engineering, Federal University of Campina Grande, Campina Grande 58429-900, Brazil; (B.E.L.); (J.B.S.N.); (M.K.T.B.); (M.V.A.); (E.S.L.)
| | - Antonio G. B. Lima
- Department of Mechanical Engineering, Federal University of Campina Grande, Campina Grande 58429-900, Brazil;
- Department of Process Engineering, Federal University of Campina Grande, Campina Grande 58429-900, Brazil; (B.E.L.); (J.B.S.N.); (M.K.T.B.); (M.V.A.); (E.S.L.)
| | - Severino R. Farias Neto
- Department of Chemical Engineering, Federal University of Campina Grande, Campina Grande 58429-900, Brazil; (H.L.F.M.); (S.R.F.N.)
- Department of Process Engineering, Federal University of Campina Grande, Campina Grande 58429-900, Brazil; (B.E.L.); (J.B.S.N.); (M.K.T.B.); (M.V.A.); (E.S.L.)
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Cancilla N, Gurreri L, Marotta G, Ciofalo M, Cipollina A, Tamburini A, Micale G. A porous media CFD model for the simulation of hemodialysis in hollow fiber membrane modules. J Memb Sci 2022. [DOI: 10.1016/j.memsci.2021.120219] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Performance Comparison of Alternative Hollow-Fiber Modules for Hemodialysis by Means of a CFD-Based Model. MEMBRANES 2022; 12:membranes12020118. [PMID: 35207040 PMCID: PMC8876872 DOI: 10.3390/membranes12020118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 01/11/2022] [Accepted: 01/17/2022] [Indexed: 02/06/2023]
Abstract
Commercial hemodialyzers are hollow-fiber cylindrical modules with dimensions and inlet–outlet configurations dictated mostly by practice. However, alternative configurations are possible, and one may ask how they would behave in terms of performance. In principle, it would be possible to depart from the standard counter-flow design, while still keeping high clearance values, thanks to the increase in the shell-side Sherwood number (Sh) due to the cross-flow. To elucidate these aspects, a previously developed computational model was used in which blood and dialysate are treated as flowing through two interpenetrating porous media. Measured Darcy permeabilities and mass transfer coefficients derived from theoretical arguments and CFD simulations conducted at unit-cell scale were used. Blood and dialysate were alternately simulated via an iterative strategy, while appropriate source terms accounted for water and solute exchanges. Several module configurations sharing the same membrane area, but differing in overall geometry and inlet–outlet arrangement, were simulated, including a commercial unit. Although the shell-side Sherwood number increased in almost all the alternative configurations (from 14 to 25 in the best case), none of them outperformed in terms of clearance the commercial one, approaching the latter (257 vs. 255 mL/min) only in the best case. These findings confirmed the effectiveness of the established commercial module design for the currently available membrane properties.
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Mass Transfer Characteristics of Haemofiltration Modules-Experiments and Modeling. MEMBRANES 2022; 12:membranes12010062. [PMID: 35054588 PMCID: PMC8780501 DOI: 10.3390/membranes12010062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/27/2021] [Revised: 12/27/2021] [Accepted: 12/27/2021] [Indexed: 02/04/2023]
Abstract
Reliable mathematical models are important tools for design/optimization of haemo-filtration modules. For a specific module, such a model requires knowledge of fluid- mechanical and mass transfer parameters, which have to be determined through experimental data representative of the usual countercurrent operation. Attempting to determine all these parameters, through measured/external flow-rates and pressures, combined with the inherent inaccuracies of pressure measurements, creates an ill-posed problem (as recently shown). The novel systematic methodology followed herein, demonstrated for Newtonian fluids, involves specially designed experiments, allowing first the independent reliable determination of fluid-mechanical parameters. In this paper, the method is further developed, to determine the complete mass transfer module-characteristics; i.e., the mass transfer problem is modelled/solved, employing the already fully-described flow field. Furthermore, the model is validated using new/detailed experimental data on concentration profiles of a typical solute (urea) in counter-current flow. A single intrinsic-parameter value (i.e., the unknown effective solute-diffusivity in the membrane) satisfactorily fits all data. Significant insights are also obtained regarding the relative contributions of convective and diffusive mass-transfer. This study completes the method for reliable module simulation in Newtonian-liquid flow and provides the basis for extension to plasma/blood haemofiltration, where account should be also taken of oncotic-pressure and membrane-fouling effects.
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Pstras L, Stachowska-Pietka J, Debowska M, Pietribiasi M, Poleszczuk J, Waniewski J. Dialysis therapies: Investigation of transport and regulatory processes using mathematical modelling. Biocybern Biomed Eng 2022. [DOI: 10.1016/j.bbe.2021.12.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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Kostoglou M, Moschona A, Karabelas AJ, Sioutopoulos DC. Implementation and validation of an innovative method for fluid mechanical characterization of haemo-catharsis modules. J Memb Sci 2021. [DOI: 10.1016/j.memsci.2021.119117] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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Yaqoob T, Ahsan M, Hussain A, Ahmad I. Computational Fluid Dynamics (CFD) Modeling and Simulation of Flow Regulatory Mechanism in Artificial Kidney Using Finite Element Method. MEMBRANES 2020; 10:membranes10070139. [PMID: 32635271 PMCID: PMC7407372 DOI: 10.3390/membranes10070139] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 06/29/2020] [Accepted: 07/02/2020] [Indexed: 06/11/2023]
Abstract
There is an enormous need in the health welfare sector to manufacture inexpensive dialyzer membranes with minimum dialysis duration. In order to optimize the dialysis cost and time, an in-depth analysis of the effect of dialyzer design and process parameters on toxins (ranging from tiny to large size molecules) clearance rate is required. Mathematical analysis and enhanced computational power of computers can translate the transport phenomena occurring inside the dialyzer while minimizing the development cost. In this paper, the steady-state mass transport in blood and dialysate compartment and across the membrane is investigated with convection-diffusion equations and tortuous pore diffusion model (TPDM), respectively. The two-dimensional, axisymmetric CFD model was simulated by using a solver based on the finite element method (COMSOL Multiphysics 5.4). The effect of design and process parameters is analyzed by solving model equations for varying values of design and process parameters. It is found that by introducing tortuosity in the pore diffusion model, the clearance rate of small size molecules increases, but the clearance rate of large size molecules is reduced. When the fiber aspect ratio (db/L) varies from 900 to 2300, the clearance rate increases 37.71% of its initial value. The results also show that when the pore diameter increases from 10 nm to 20 nm, the clearance rate of urea and glucose also increases by 2.09% and 7.93%, respectively, with tolerated transport of albumin molecules.
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Atmatzidis K, Alimohammadi F, Strongin DR, Tehrani R. Biomimetic System for the Application of Nanomaterials in Fluid Purification: Removal of Arsenic with Ferrihydrite. ACS OMEGA 2020; 5:5873-5880. [PMID: 32226867 PMCID: PMC7098051 DOI: 10.1021/acsomega.9b04121] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Accepted: 02/27/2020] [Indexed: 06/10/2023]
Abstract
The use of nanomaterials has transformed fields such as medicine and electronics. However, aggregation of nanomaterials in aqueous solutions, difficult recovery of spent nano-adsorbents from reactors, and a tremendous pressure loss caused by nano-adsorbents in adsorption columns have prevented the wide-scale use of nano-adsorbents in industrial applications for water purification. An over-reliance on traditional adsorption media for fluid purification practices has slowed innovation in this field. This study serves as a proof of concept for a new approach in utilizing nano-adsorbents in water treatment. A system based on the concept of renal dialysis was used to treat a solution of arsenite using two-line ferrihydrite (Fh) under environmental conditions. The performance was compared to traditional batch studies, and environmental variables pH and Eh were monitored. The system removed 67 and 91% of arsenite at 1.22 and 2.61 g/L Fh loadings, respectively, in comparison to batch experiments that removed 82 and 94% for similar loadings. Operational conditions and the physical design of the vessel limited the extent of removal that could be obtained with the system. Design advantages, shortcomings, and required improvements are discussed.
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Affiliation(s)
- Kyriakos Atmatzidis
- Department of Civil and Environmental Engineering, Temple University, Philadelphia, Pennsylvania 19122, United States
| | - Farbod Alimohammadi
- Department of Chemistry, Temple University, Philadelphia, Pennsylvania 19122, United States
| | - Daniel R Strongin
- Department of Chemistry, Temple University, Philadelphia, Pennsylvania 19122, United States
| | - Rouzbeh Tehrani
- Department of Civil and Environmental Engineering, Temple University, Philadelphia, Pennsylvania 19122, United States
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SANGEETHA M, KANDASWAMY A, LAKSHMI DEEPIKA C, REVANTH C. FINITE ELEMENT ANALYSIS FOR COMPARING THE PERFORMANCE OF STRAIGHT AND UNDULATED FIBERS IN ALTERING THE FILTERING EFFICIENCY OF HEMODIALYZER MEMBRANES. J MECH MED BIOL 2019. [DOI: 10.1142/s021951941850063x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The hemodialyzer, known as “artificial kidney”, serves as an excellent tool in filtering the impurities from blood. The structure of the hemodialyzer plays a major role in separation of solutes through diffusion. The hemodialyzer module consists of thousands of hollow fibers, which actually filter the toxins such as urea and creatinine from the blood. Many of the commercially available hemodialyzer modules consist of fibers available in different configurations, viz. straight and crimped (undulated). It has been reported that fiber crimping enhances solute clearance. In crimped fibers, the waviness is dictated by two parameters, namely the crimp count and crimp amplitude. These two parameters should be optimized when inducing fiber crimps. However, excessive crimping also leads to fiber damage. In this paper, the hemodialyzer membrane is modeled which describes the structure of Fresenius Polysulfone-Hemoflow (F6HPS) in two configurations, viz. straight and crimped and finite element analysis is carried out using finite element software COMSOL multiphysics5.2a. The solute clearance is studied in straight fibers as well as crimped fibers for the same length while varying the crimp count and crimp amplitude. It has been observed that in crimped fibers, increasing the crimp count and crimp amplitude increases the clearance significantly when compared to straight fibers. While increasing the crimp count as [Formula: see text], the clearance is nearly twice that of straight fiber. This clearly shows that when developing hemodialyzers with undulations, the crimp count and crimp amplitude has to be optimized in order to get a better filtering efficiency.
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Affiliation(s)
- M. S. SANGEETHA
- Department of Biomedical Engineering, PSG College of Technology, Coimbatore 641004, Tamilnadu, India
| | - A. KANDASWAMY
- Industry Sponsored Research and Consultancy, PSG College of Technology, Coimbatore 641004, Tamilnadu, India
| | - C. LAKSHMI DEEPIKA
- Department of Electronics and Communication Engineering, PSG College of Technology, Coimbatore 641004, Tamilnadu, India
| | - C. V. REVANTH
- Department of Biomedical Engineering, PSG College of Technology, Coimbatore 641004, Tamilnadu, India
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Liu J, Ding W, Zhou X, Kang Y, Zou L, Li C, Zhu X, Gao D. Deglycerolization of red blood cells: A new dilution-filtration system. Cryobiology 2018; 81:160-167. [DOI: 10.1016/j.cryobiol.2018.01.006] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 12/29/2017] [Accepted: 01/18/2018] [Indexed: 12/30/2022]
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Optimization of dialyzer design to maximize solute removal with a two-dimensional transport model. J Memb Sci 2017. [DOI: 10.1016/j.memsci.2017.07.018] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Finite-element modeling of time-dependent sodium exchange across the hollow fiber of a hemodialyzer by coupling with a blood pool model. Int J Artif Organs 2016; 39:471-478. [PMID: 27834449 DOI: 10.5301/ijao.5000528] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/12/2016] [Indexed: 11/20/2022]
Abstract
INTRODUCTION Hollow fiber models describe the exchange of solutes between blood and dialysate across the membrane of a single fiber of the hemodialysis filter (hemodialyzer). This work aims to develop a new approach to simulate the solute exchange in a hollow fiber in a dynamic and realistic way. Sodium was chosen as our solute of interest due to its importance in hemodialysis as an osmotic regulator. METHODS A 2-dimensional (2D) hollow fiber model based on the finite element method (FEM) is coupled to a simple blood pool model to dynamically update the concentration of the solute entering the dialyzer. The resulting coupled model maintains the geometrical detail of the 2D fiber representation and gains a dynamic, blood-side inlet solute concentration. In vitro dialysis sessions were carried out for model validation, by implementing a combination of blood volume loss and/or sodium concentration steps. Plasmatic sodium concentration was recorded by blood gas sampling. Dialysate inlet and outlet conductivities were continuously recorded. RESULTS Simulated plasmatic sodium concentration was compared with data from the blood gas samples. A mean error of 1.76 ± 1.03 mM was found for the complete dataset, along with a 3.87 mM maximum error. The simulated outlet dialysate sodium concentration was compared with the recorded outlet dialysate conductivity: a very high correlation was found on the whole dataset (R2 = 0.992). CONCLUSIONS Coupling our FEM hollow fiber model to a simple blood pool model proved to be an effective approach for dynamical analysis of the properties of the hemodialyzer.
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Abstract
In this Editor's Review, articles published in 2015 are organized by category and briefly summarized. We aim to provide a brief reflection of the currently available worldwide knowledge that is intended to advance and better human life while providing insight for continued application of technologies and methods of organ Replacement, Recovery, and Regeneration. As the official journal of The International Federation for Artificial Organs, The International Faculty for Artificial Organs, the International Society for Rotary Blood Pumps, the International Society for Pediatric Mechanical Cardiopulmonary Support, and the Vienna International Workshop on Functional Electrical Stimulation, Artificial Organs continues in the original mission of its founders "to foster communications in the field of artificial organs on an international level." Artificial Organs continues to publish developments and clinical applications of artificial organ technologies in this broad and expanding field of organ Replacement, Recovery, and Regeneration from all over the world. We take this time also to express our gratitude to our authors for providing their work to this journal. We offer our very special thanks to our reviewers who give so generously of their time and expertise to review, critique, and especially provide meaningful suggestions to the author's work whether eventually accepted or rejected. Without these excellent and dedicated reviewers, the quality expected from such a journal could not be possible. We also express our special thanks to our Publisher, John Wiley & Sons for their expert attention and support in the production and marketing of Artificial Organs. We look forward to reporting further advances in the coming years.
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Li W, Liu J, He L, Liu J, Sun S, Huang Z, Liang XM, Gao D, Ding W. Simulation and experimental study on the effect of channeling flows on the transport of toxins in hemodialyzers. J Memb Sci 2016. [DOI: 10.1016/j.memsci.2015.11.037] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Masseau I, Bowles DK. Carotid Endothelial VCAM-1 Is an Early Marker of Carotid Atherosclerosis and Predicts Coronary Artery Disease in Swine. ACTA ACUST UNITED AC 2015; 8:789-796. [PMID: 26702331 PMCID: PMC4685706 DOI: 10.4236/jbise.2015.811075] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Objective The aim was to determine if endothelial VCAM-1 (eVCAM-1) expression in the common carotid artery (CCA) would correlate with predictive markers of atherosclerotic disease, would precede reduction of markers of endothelial cell function and would predict coronary artery disease (CAD). Methods and results Carotid arterial segments (bifurcation, proximal and distal CCA) were harvested from 14 and 24 month-old male castrated familial hypercholesterolemic (FH) swine, a model of spontaneous atherosclerosis. Quantification of local expression of eVCAM-1, intimal macrophage accumulation, oxidative stress, intima-media (I/M) ratio, intima-media thickness (IMT), endothelial nitric oxide synthase (eNOS) and phosphorylated eNOS (p-eNOS) in selected regions of the carotids revealed a relationship between local inflammation and atheroscle-rotic plaque progression. Importantly, inflammation was not uniform throughout the CCA. Endo-thelial VCAM-1 expression was the greatest at the bifurcation and increased with age. Finally, eV-CAM-1 best estimated the severity of CAD compared to blood levels of glucose, hypercholestero-lemia, carotid IMT, and p-eNOS. Conclusion Our data suggested that eVCAM-1 was closely associated with atherosclerotic plaque progression and preceded impairment of EDD. Thus, this study supported the use of carotid VCAM-1 targeting agents to estimate the severity of CAD.
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Affiliation(s)
- I Masseau
- Department of Biomedical Sciences, University of Missouri, Columbia, MO, USA ; Département des Sciences Cliniques, Faculté de Médecine Vétérinaire, Université de Montréal, Québec, Canada
| | - D K Bowles
- Department of Biomedical Sciences, University of Missouri, Columbia, MO, USA ; Dalton Cardiovascular Research Center, University of Missouri, Columbia, MO, USA
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