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Falvo D'Urso Labate G, De Schryver T, Baino F, Debbaut C, Fragomeni G, Vitale-Brovarone C, Van Hoorebeke L, Segers P, Boone M, Catapano G. Towards the biomimetic design of hollow fiber membrane bioreactors for bioartificial organs and tissue engineering: A micro-computed tomography (μCT) approach. J Memb Sci 2022. [DOI: 10.1016/j.memsci.2022.120403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Szamosfalvi B, Heung M, Yessayan L. Technology Innovations in Continuous Kidney Replacement Therapy: The Clinician's Perspective. Adv Chronic Kidney Dis 2021; 28:3-12. [PMID: 34389135 DOI: 10.1053/j.ackd.2021.03.021] [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: 10/19/2020] [Revised: 03/25/2021] [Accepted: 03/27/2021] [Indexed: 11/11/2022]
Abstract
Continuous kidney replacement therapy (CKRT) has improved remarkably since its first implementation as continuous arteriovenous hemofiltration in the 1970s. However, when looking at the latest generation of CKRT machines, one could argue that clinical deployment of breakthrough innovations by device manufacturers has slowed in the last decade. Simultaneously, there has been a steady accumulation of clinical knowledge using CKRT as well as a multitude of therapeutic and diagnostic innovations in the dialysis and broader intensive care unit technology fields adaptable to CKRT. These include multiple different anticlotting measures; cloud-computing for optimized treatment prescribing and delivered therapy data collection and analysis; novel blood purification techniques aimed at improving the severe multiorgan dysfunction syndrome; and real-time sensing of blood and/or filter effluent composition. The authors present a view of how CKRT devices and programs could be reimagined incorporating these innovations to achieve specific measurable clinical outcomes with personalized care and improved simplicity, safety, and efficacy of CKRT therapy.
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Paglianti A, Marotta G, Montante G. Applicability of electrical resistance tomography to the analysis of fluid distribution in haemodialysis modules. CAN J CHEM ENG 2020. [DOI: 10.1002/cjce.23826] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Affiliation(s)
- Alessandro Paglianti
- Dipartimento di Ingegneria Civile, Chimica, Ambientale e dei MaterialiAlma Mater Studiorum – Università di Bologna Bologna Italy
| | | | - Giuseppina Montante
- Dipartimento di Chimica Industriale “Toso Montanari”Alma Mater Studiorum – Università di Bologna Bologna Italy
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Abstract
Clear evidence indicates that the health of the natural world is declining globally at rates that are unprecedented in human history. This decline represents a major threat to the health and wellbeing of human populations worldwide. Environmental change, particularly climate change, is already having and will increasingly have an impact on the incidence and distribution of kidney diseases. Increases in extreme weather events owing to climate change are likely to have a destabilizing effect on the provision of care to patients with kidney disease. Ironically, health care is part of the problem, contributing substantially to resource depletion and greenhouse gas emissions. Among medical therapies, the environmental impact of dialysis seems to be particularly high, suggesting that the nephrology community has an important role to play in exploring environmentally responsible health-care practices. There is a need for increased monitoring of resource usage and waste generation by kidney care facilities. Opportunities to reduce the environmental impact of haemodialysis include capturing and reusing reverse osmosis reject water, utilizing renewable energy, improving waste management and potentially reducing dialysate flow rates. In peritoneal dialysis, consideration should be given to improving packaging materials and point-of-care dialysate generation.
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Affiliation(s)
| | - John W M Agar
- Department of Renal Medicine, University Hospital Geelong, Barwon Health, Geelong, Australia
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Eloot S, D'Asseler Y, De Bondt P, Verdonck R. Combining SPECT Medical Imaging and Computational Fluid Dynamics for Analyzing Blood and Dialysate Flow in Hemodialyzers. Int J Artif Organs 2018; 28:739-49. [PMID: 16049908 DOI: 10.1177/039139880502800713] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
For a better insight in dialyzer efficiency with respect to local mass transport in a low flux dialyzer (Fresenius F6HPS), blood and dialysate flow distributions were visualized with computational fluid dynamic (CFD) simulations, which were validated with single photon emission computed tomography (SPECT) imaging. To visualize blood-side flow while avoiding transport through the fiber membrane, a bolus of 99m-Technetium labeled MAA (Macro Aggregated Albumin) was injected in the flow using an electronic valve. Water was used to simulate blood, but flow rate was adjusted according to laws of dynamic similarity to account for the viscosity difference (factor 2.75). For the visualization of dialysate flow, a bolus of 99m-Technetium labeled DMSA (Dimercaptosuccinic Acid) was injected, while pressurized air in the blood compartment avoided transmembrane flow. For each test series, 3D acquisitions were made on a two respectively three-headed SPECT camera. By evaluating the images at different time steps, dynamic 3D intensity plots were obtained, which were further used to derive local flow velocities. Additionally, three-dimensional CFD models were developed for simulating the overall blood and dialysate flow, respectively. In both models, the whole fiber compartment was defined as a porous medium with overall axial and radial permeability derived theoretically and from in vitro tests. With the imaging as well as with the computational technique, a homogeneous blood flow distribution was found, while vortices and fluid stagnation were observed in the dialyzer inlet manifold. The non-homogeneous dialysate distribution, as found with SPECT imaging, implies the occurrence of non-efficient sites with respect to mass transfer. The discrepancy between the dialysate results of both techniques indicated that the assumption of a constant fiber bundle permeability in the CFD model was too optimistic. In conclusion, medical imaging techniques like SPECT are very helpful to validate CFD models, which can be further applied for dialyzer design and optimization.
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Affiliation(s)
- S Eloot
- Hydraulics Laboratory, Institute for Biomedical Technology, Ghent University, Gent, Belgium.
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Kim J, Kim J, Kim HC, Kim K, Lee J, Kang E, Kim H, Min B, Ronco C. Three-Dimensional Dialysate flow Analysis in a Hollow-Fiber Dialyzer by Perfusion Computed Tomography. Int J Artif Organs 2018; 31:553-60. [DOI: 10.1177/039139880803100611] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Perfusion computed tomography (PCT) is a means to rapidly and easily evaluate cerebral perfusion in patients presenting with acute stroke symptoms, which provides insights into capillary-level hemodynamics. In this study, we used PCT to analyze the 3-dimensional dialysate flow in a low-flux hemodialyzer equipped with a standard fiber bundle. The dynamic CT studies were performed with 64-channel multi-detector row CT (MDCT) at a dialysate flow rate of 500 ml/min and a 1.0 ml/sec injection rate of contrast agent. Central volume principle was used to calculate hydrodynamic parameters by deconvolution of time-density curves (TDCs). Functional maps of dialysate flow (DF), dialysate volume (DV), and mean transit time (MTT) could quantitatively describe the dialysate flow maldistribution, variations in fiber packing, and perfusion pressure distribution in a hemodialyzer, respectively. PCT by means of analysis was able to overcome the limitations of conventional imaging techniques for analyzing dialysate flow distributions in hollow-fiber dialyzers. Not only local hydrodynamic phenomena at microscopic level but also macroscopic flow behavior of dialysate were visualized quantitatively. Therefore, we concluded that PCT is a quantitative analysis method to provide better insights into hydrodynamics of hollow-fiber dialyzers and is expected to contribute to optimization of artificial kidneys.
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Affiliation(s)
- J.C. Kim
- Interdisciplinary Program in Bioengineering Major, Seoul National University, Seoul
| | - J.H. Kim
- Interdisciplinary Program in Bioengineering Major, Seoul National University, Seoul
| | - H.-C. Kim
- Department of Radiology, Seoul National University Hospital, Seoul
| | - K.G. Kim
- Department of Biomedical Engineering, Division of Basic and Applied Sciences, National Cancer Center, Gyeong-Gi-Do - Republic of Korea
| | - J.C. Lee
- Interdisciplinary Program in Bioengineering Major, Seoul National University, Seoul
| | - E. Kang
- Department of Internal Medicine, Chung-Ang University Hospital, Seoul
| | - H.C. Kim
- Department of Biomedical Engineering, College of Medicine, Seoul National University, Seoul
- Institute of Medical & Biological Engineering, Medical Research Center, Seoul National University, Seoul - Republic of Korea
| | - B.G. Min
- Department of Biomedical Engineering, College of Medicine, Seoul National University, Seoul
- Institute of Medical & Biological Engineering, Medical Research Center, Seoul National University, Seoul - Republic of Korea
| | - C. Ronco
- Department of Nephrology, Dialysis and Transplantation, St. Bortolo Hospital, International Renal Research Institute Vicenza (IRRIV), Vicenza - Italy
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Mohebbi-Kalhori D. A positron emission tomography approach to visualize flow perfusion in hollow-fiber membrane bioreactors. J Artif Organs 2011; 14:318-30. [DOI: 10.1007/s10047-011-0589-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2010] [Accepted: 07/01/2011] [Indexed: 10/18/2022]
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Kim JC, Kim JH, Kim HC, Kang E, Kim KG, Kim HC, Min BG, Ronco C. Effect of fiber structure on dialysate flow profile and hollow-fiber hemodialyzer reliability: CT perfusion study. Int J Artif Organs 2009; 31:944-50. [PMID: 19089796 DOI: 10.1177/039139880803101104] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Uniform dialysate distributions in hollow-fiber hemodialyzers facilitate effective solute removal, and the fiber structure inside hemodialyzers plays a significant role in determining dialysate flow distribution and dialysis efficiency. The authors analyzed the effects of undulated fibers on dialysate flow profiles and hemodialyzer reliability using a perfusion CT technique. METHOD Using a multi-detector row CT unit, perfusion studies were performed on two different types of hemodialyzers: (A) straight fiber configuration; (B) undulated fiber configuration (wavy-shaped fibers). Deconvolution theory was used for image processing to derive dialysate flows, dialysate volumes, and mean transit time distributions. Three-dimensional perfusion maps for the two types of hemodialyzers were reconstructed using high resolution images and these parameters were compared at hemodialyzer midsections. RESULTS Dialysate maldistributions were observed in both types of hemodialyzer. However, dialysate flow distributions were more uniform in the undulated-fiber hemodialyzer, whereas more complex flow distributions developed in straight-fiber hemodialyzer. Reliability as determined using intraclass correlation coefficients was markedly higher for the hemodialyzer containing undulated fiber (0.968 vs. 0.496 for type A and type B, respectively). CONCLUSIONS The undulated-fiber type was found to have more uniform, consistent dialysate flow profiles. It is believed that this type of hemodialyzer will be found helpful for measurement and prescription of the delivered hemodialysis dose due to its better consistency.
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Affiliation(s)
- J C Kim
- Interdisciplinary Program in Bioengineering Major, Seoul National University, Seoul - Republic of Korea
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Unger JK, Lemke AJ, Grosse-Siestrup C. Thermography as potential real-time technique to assess changes in flow distribution in hemofiltration. Kidney Int 2006; 69:520-5. [PMID: 16514434 DOI: 10.1038/sj.ki.5000143] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Flow distributions are critical determinants in the function of hemofilters. Despite their importance, however, flow distributions cannot currently be measured in filters during experimental or clinical applications. Here, we demonstrate that the thermal conduction properties of extracorporeal circuits may provide a tool to overcome this limitation. More specifically, we show that thermography provides an indirect approach to visualize differences in regional perfusion rates through temperature profiles on the filter surface. Thermograms were recorded using a TVS700 system (Ca. Goratec) during recirculating in vitro hemofiltration of porcine blood. Different test protocols were executed to characterize the contribution of thermal conduction and convection to the measurable changes in the temperature at the surface of the filter housing. For comparison and validation, these experiments were supplemented by computer tomography (CT) of filters after dye injection. Thermography enabled real-time visualization of the flow distributions in a hemofilter. Moreover, 'point' trends taken from different regions of the filter provided quantitative information about changes of flow distributions in response to changing experimental conditions. Our preliminary data suggest that thermography is a promising new approach for assessing the principles and time-related changes in flow distributions in hemofiltration. As expected, resolution is lower than that in CT measurements and further studies will be necessary to determine the smallest temperature gradient that still identifies differences in regional perfusion rates. Given its potential to develop into an inexpensive tool for the 'bedside' level monitoring of flow distributions during clinical studies, further investigation of thermography is highly desirable.
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Affiliation(s)
- J K Unger
- Department of Comparative Medicine and Experimental Animal Sciences, Charité-Campus Virchow, School of Medicine, Free University and Humboldt-University, Berlin, Germany.
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Eloot S, de Vos JY, de Vos F, Hombrouckx R, Verdonck P. Middle molecule removal in low-flux polysulfone dialyzers: Impact of flows and surface area on whole-body and dialyzer clearances. Hemodial Int 2005; 9:399-408. [PMID: 16219061 DOI: 10.1111/j.1492-7535.2005.01159.x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Some studies found that the removal of middle molecules has a long-term effect on mortality and, even more, is enhanced by high-flux dialysis. In order to enhance middle molecule removal in a low-flux dialyzer, the present study aimed at investigating the combined impact of dialyzer flows and membrane surface area. Blood and dialysate flows were varied within the clinical range 300-500 and 500-800 mL/min, respectively, while the ultrafiltration rate was kept constant at 0.1 L/hr. Single-pass tests were performed in vitro in a single Fresenius F6HPS dialyzer (3 tests) and serially (5 tests) and parallel (3 tests) connected dialyzers. The blood substitution fluid consisted of dialysis fluid in which radioactive-labeled vitamin B12 (molecular weight 1355 Da) was dissolved. Dialyzer clearance as well as whole-body clearance was calculated from radioactivity concentrations of samples taken from the inlet and outlet bloodline. Adding a second dialyzer in series or parallel ameliorated the overall dialyzer and whole-body clearance significantly, except for the highest applied blood flows of 500 mL/min. Better solute removal was also obtained with higher dialysate flows, while the use of higher blood flows seemed advantageous only when using a single dialyzer. Analysis of the ultrafiltration profiles in the different configurations illustrated that enhancing the internal filtration rate ameliorates convective transport of middle molecules. Adequate solute removal results from a number of interactions, as there are blood and dialysate flows, membrane surface area, filtration profile and concentration profiles in the blood and dialysate compartment.
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Affiliation(s)
- Sunny Eloot
- Institute Biomedical Technology, Ghent University, Gent, Belgium.
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Poh CK, Hardy PA, Liao Z, Huang Z, Clark WR, Gao D. Effect of flow baffles on the dialysate flow distribution of hollow-fiber hemodialyzers: a nonintrusive experimental study using MRI. J Biomech Eng 2003; 125:481-9. [PMID: 12968572 DOI: 10.1115/1.1590355] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
We used an innovative, nonintrusive MRI technique called the two-dimensional (2D) Phase-Contrast (2DPC) velocity-imaging technique to investigate the effect of flow baffles on the dialysate-side flow distribution in two different hollow-fiber hemodialyzers (A and B); each with flow rates between 200 and 1000 mL/min (3.33 x 10(-6) and 1.67 x 10(-5) m3/s). Our experimental results show that (1) the dialysate-side flow distribution was nonuniform with channeling flow occurred at the peripheral cross section of these hollow-fiber hemodialyzers, and (2) the existing designs of flow baffles failed to promote uniform dialysate-side flow distribution for all flow rates studies.
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Affiliation(s)
- Churn K Poh
- Department of Mechanical Engineering, University of Kentucky, Lexington, KY, USA
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Leypoldt JK, Cheung AK, Chirananthavat T, Gilson JF, Kamerath CD, Deeter RB. Hollow fiber shape alters solute clearances in high flux hemodialyzers. ASAIO J 2003; 49:81-7. [PMID: 12558312 DOI: 10.1097/00002480-200301000-00013] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
The mass transfer properties of hemodialyzers containing hollow fiber membranes are known to be influenced by membrane chemical composition, surface area, and pore size; however, the effects of hollow fiber shape (or configuration) and packing density within the dialyzer housing have not been well characterized. We determined, both in vitro and ex vivo (clinical), solute clearances and mass transfer-area coefficients (KoA) for high flux dialyzers containing polysulfone hollow fibers of identical chemical composition but different shapes. Hemoflow F80A (1.8 m2 of membrane surface area) dialyzers contained hollow fibers with a conventional shape, but Optiflux F180A (1.8 m2), F200A (2.0 m2), and F200NR (2.0 m2) dialyzers contained hollow fibers with a wavy shape. Clearances and KoA values determined in vitro for urea and creatinine increased with increasing dialysate flow rate and were higher for Optiflux F180A and F200A dialyzers than for Hemoflow F80A dialyzers. In vitro clearances for lysozyme and myoglobin were also higher for Optiflux F180A and F200A dialyzers than for Hemoflow F80A dialyzers, suggesting that a wavy hollow fiber shape increases mass transfer by increasing effective membrane surface area, conceivably by altering dialysate flow patterns. Urea clearances and KoA values determined ex vivo were higher for Optiflux F200NR dialyzers than for Hemoflow F80A dialyzers, confirming that the in vitro results are applicable to clinical hemodialysis. These increases in mass transfer efficiency for dialyzers containing hollow fibers with a wavy shape are consistent with improved mass transfer within the dialysate compartment as evidenced by the manufacturer-reported dialysate pressure-flow relationships. We conclude that the mass transfer characteristics of high flux dialyzers can be altered by the shape of the hollow fibers.
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Affiliation(s)
- John K Leypoldt
- Research Service, VA Salt Lake City Health Care System, UT, USA
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Abstract
A three-dimensional finite volume model of the blood-dialysate interface over the complete length of the dialyzer was developed. Different equations govern dialyzer flow and pressure distribution (Navier-Stokes) and radial transport (Darcy). Blood was modeled as a non-Newtonian fluid with a viscosity varying in radial and axial direction determined by the local hematocrit, the diameter of the capillaries, and the local shear rate. The dialysate flow was assumed to be an incompressible, isothermal laminar Newtonian flow with a constant viscosity. The permeability characteristics of the membrane were calculated from laboratory tests for forward and backfiltration. The oncotic pressure induced by the plasma proteins was implemented as well as the reduction of the overall permeability caused by the adhesion of proteins to the membrane. From the calculated pressure distribution, the impact of flow, hematocrit, and capillary dimensions on the presence and localization of backfiltration can be investigated.
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Affiliation(s)
- Sunny Eloot
- Hydraulics Laboratory, Institute of Biomedical Technology, Ghent University, Gent, Belgium.
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Ronco C, Bowry SK, Brendolan A, Crepaldi C, Soffiati G, Fortunato A, Bordoni V, Granziero A, Torsello G, La Greca G. Hemodialyzer: from macro-design to membrane nanostructure; the case of the FX-class of hemodialyzers. KIDNEY INTERNATIONAL. SUPPLEMENT 2002:126-42. [PMID: 11982827 DOI: 10.1046/j.1523-1755.61.s80.23.x] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Very few innovations have characterized the different components of the hemodialyzers in the past 20 years. Most improvements have concerned membrane biocompatibility. In this article, we focus our attention on the most recent advances in hemodialyzer components from the macro design of the unit to the nanostructure of the membrane. For this purpose, we took as an example the FX class of hemodialyzers (FMC, Bad Homburg, Germany). The studied devices were chosen as an example representing some of the most recent hemodialyzers and are well suited to describe technical innovations occurring in the field of dialyzer technology. In vitro and in vivo studies were performed to characterize hemodynamic parameters of three models (1.4-1, 8, and 2.2 m2) and to determine membrane permeability, sieving coefficients, and solute clearances. The units were characterized by a relatively high resistance of the blood and dialysate compartments, leading to an increased internal filtration if compared with similar hemodialyzers of other series. Nevertheless, the flow distribution in both compartments was homogeneous and well balanced. This effect was obtained by the improved blood and dialysate ports design, the increased packing density of the fibers and a reduction of the inner diameter of the fibers from 200 to 180 microm. At the same time, the sieving coefficients for middle-large solutes such as beta2 microglobulin and insulin were higher than those observed in standard high flux dialysers. The same effect was noted for the clearance values of these solutes. This was observed in the absence of significant albumin leakage. These results were obtained thanks to a new nano-controlled spinning technology applied to the fiber. The innermost layer of the membrane is in fact characterized by a homogeneous porosity, with increased number of pores of large dimension but a sharp cutoff of the membrane excluding albumin losses. In conclusion, new technologies and new diagnostic tools today allow for improvement in hemodialyzer design from its macro-components to its nano-structure. The application of nanotechnology to hemodialysis will probably contribute to further developments in hemodialyzer manufacturing.
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Affiliation(s)
- Claudio Ronco
- Department of Nephrology, St. Bortolo Hospital, Vicenza, Italy.
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Abstract
Hemodialysis and peritoneal dialysis are two blood purification techniques that use similar operating systems. The hemodialysis system is based on three components (blood, membrane, and dialysate). The peritoneal dialysis system is based on the same components that can, however, be less manipulated and adjusted. In hemodialysis the blood flow is the main determinant of small solute removal thanks to a prevalently diffusive mechanism. Convection is also used to transport larger solutes across the membrane, but this mechanism relies on the high permeability coefficient of the membrane and high transmembrane pressure leading to high ultrafiltration rates. The membrane can therefore influence the performance of the techniques as far as solute removal and ultrafiltration are concerned. Finally, diffusion is facilitated by an improved distribution of dialysate flow in the dialysate compartment. This can be achieved with a special dialysate pathway configuration based on space yarns or micronodulation of the fibers. In peritoneal dialysis, blood flow and membrane characteristics can be less manipulated or almost not at all. The only variables are dialysate volume, flow, dwell time, and composition. Thanks to modification in these aspects of the dialysate, peritoneal dialysis techniques with different clearances and ultrafiltration rates can be accomplished.
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Affiliation(s)
- C Ronco
- Department of Nephrology, St. Bortolo Hospital, 36100 Vicenza, Italy.
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Ward RA, Leypoldt JK, Clark WR, Ronco C, Mishkin GJ, Paganini EP. What clinically important advances in understanding and improving dialyzer function have occurred recently? Semin Dial 2001; 14:160-74. [PMID: 11422918 DOI: 10.1046/j.1525-139x.2001.00044.x] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Affiliation(s)
- R A Ward
- Division of Nephrology, Department of Medicine, University of Louisville, Louisville, Kentucky 40202-1718, USA.
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