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Laursen SH, Boel L, Brandi L, Christensen JH, Vestergaard P, Hejlesen OK. Evaluation of a phosphate kinetics model in hemodialysis therapy-Assessment of the temporal robustness of model predictions. Physiol Rep 2023; 11:e15899. [PMID: 38129113 PMCID: PMC10737683 DOI: 10.14814/phy2.15899] [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: 04/21/2023] [Revised: 12/04/2023] [Accepted: 12/04/2023] [Indexed: 12/23/2023] Open
Abstract
In-depth understanding of intra- and postdialytic phosphate kinetics is important to adjust treatment regimens in hemodialysis. We aimed to modify and validate a three-compartment phosphate kinetic model to individual patient data and assess the temporal robustness. Intradialytic phosphate samples were collected from the plasma and dialysate of 12 patients during two treatments (HD1 and HD2). 2-h postdialytic plasma samples were collected in four of the patients. First, the model was fitted to HD1 samples from each patient to estimate the mass transfer coefficients. Second, the best fitted model in each patient case was validated on HD2 samples. The best model fits were determined from the coefficient of determination (R2 ) values. When fitted to intradialytic samples only, the median (interquartile range) R2 values were 0.985 (0.959-0.997) and 0.992 (0.984-0.994) for HD1 and HD2, respectively. When fitted to both intra- and postdialytic samples, the results were 0.882 (0.838-0.929) and 0.963 (0.951-0.976) for HD1 and HD2, respectively. Eight patients demonstrated a higher R2 value for HD2 than for HD1. The model seems promising to predict individual plasma phosphate in hemodialysis patients. The results also show good temporal robustness of the model. Further modifications and validation on a larger sample are needed.
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Affiliation(s)
- Sisse H. Laursen
- The Danish Diabetes AcademyOdense University HospitalOdenseDenmark
- Department of Health Science and TechnologyAalborg UniversityAalborgDenmark
- Department of NursingUniversity College of Northern DenmarkAalborgDenmark
- Steno Diabetes Center North JutlandAalborg University HospitalAalborgDenmark
- Clinical Nursing Research UnitAalborg University HospitalAalborgDenmark
| | - Lise Boel
- Department of Clinical MedicineAalborg UniversityAalborgDenmark
| | - Lisbet Brandi
- Department of Cardiology, Nephrology, and Endocrinology, Nordsjællands HospitalHillerødDenmark
| | | | - Peter Vestergaard
- Steno Diabetes Center North JutlandAalborg University HospitalAalborgDenmark
- Department of Clinical MedicineAalborg UniversityAalborgDenmark
- Department of EndocrinologyAalborg University HospitalAalborgDenmark
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Xu Y, Umatheva U, Ghosh R. Evaluation of a Novel Cuboid Hollow Fiber Hemodialyzer Design Using Computational Fluid Dynamics. MEMBRANES 2023; 13:membranes13010093. [PMID: 36676900 PMCID: PMC9863327 DOI: 10.3390/membranes13010093] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 01/06/2023] [Accepted: 01/07/2023] [Indexed: 06/06/2023]
Abstract
Conventional hollow fiber hemodialyzers have a cylindrical shell-and-tube design. Due to their circular cross-section and radial flow distribution and collection in the headers, the flow of blood in the header as well as in the hollow fiber membranes is non-uniform. The creation of high shear stress and high shear rate zones or stagnation zones could result in problems, such as cell lysis and blood clotting. In this paper, a novel cuboid hemodialyzer design is proposed as an alternative to the conventional cylindrical hemodialyzer. The primary motivation behind the proposed design is to create uniform flow conditions and thereby minimize some of the above-mentioned adverse effects. The most salient feature of the proposed design is a cuboid shell within which the hollow fiber membrane bundle is potted. The lumen of the fibers is fed from one side using a flow distributor consisting of embedded primary and secondary channels, while the fibers are drained from the other side using a flow collector, which also has embedded primary and secondary channels. The flow characteristics of the lumen side of the cuboid hemodialyzer were compared with those of a conventional hemodialyzer based on computational fluid dynamics (CFD) simulations. The results of CFD simulations clearly indicated that the flow of liquid within the cuboid dialyzer was significantly more uniform. Consequently, the shear rate and shear stress were also more uniform. By adopting this new design, some of the problems associated with the conventional hemodialyzer design could potentially be addressed.
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Affiliation(s)
| | | | - Raja Ghosh
- Correspondence: ; Tel.: +1-905-525-9140 (ext. 27415)
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Mohajerani F, Clark WR, Ronco C, Narsimhan V. Mass Transport in High-Flux Hemodialysis: Application of Engineering Principles to Clinical Prescription. Clin J Am Soc Nephrol 2022; 17:749-756. [PMID: 35277434 PMCID: PMC9269577 DOI: 10.2215/cjn.09410721] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
An understanding of the processes underlying mass transfer is paramount for the attainment of adequate solute removal in the dialytic treatment of patients with kidney failure. In this review, engineering principles are applied to characterize the physical mechanisms behind the two major modes of mass transfer during hemodialysis, namely diffusion and convection. The manner in which flow rate, dialyzer geometry, and membrane microstructure affect these processes is discussed, with concepts such as boundary layers, effective membrane diffusivity, and sieving coefficients highlighted as critical considerations. The objective is to improve clinicians' understanding of these concepts as important factors influencing the prescription and delivery of hemodialysis therapy.
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Affiliation(s)
- Farzad Mohajerani
- Davidson School of Chemical Engineering, Purdue University, West Lafayette, Indiana
| | - William R Clark
- Davidson School of Chemical Engineering, Purdue University, West Lafayette, Indiana
| | - Claudio Ronco
- International Renal Research Institute of Vicenza, San Bortolo Hospital, Vicenza, Italy.,Nephrology Department, San Bortolo Hospital, Vicenza, Italy.,Department of Medicine, University of Padova, Padua, Italy
| | - Vivek Narsimhan
- Davidson School of Chemical Engineering, Purdue University, West Lafayette, Indiana
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Poorkhalil A, Mouzakis F, Kashefi A, Mottaghy K. The course of hematocrit value along the length of a dialyzer's fiber: Hemoconcentration modeling and validation methods. Int J Artif Organs 2019; 42:482-489. [PMID: 31122110 DOI: 10.1177/0391398819847214] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVES Contemporary therapies for chronic kidney disease patients encompass a wide range of hemodialysis treatments, most of which rely greatly on dialyzers and hemofilters. The filtration process taking place in these devices with respect to the hemodynamic characteristics of the flow, has not yet been fully investigated. This study aims at improving the understanding of hemodynamics in a dialyzer by employing experimental methods and mathematical models. METHODS A semiempirical model has been formulated based on the principles of hemodynamics, considering the dominant phenomena of filtration-backfiltration and the corresponding driving forces. An in vitro hemodialysis circuit was accordingly assembled for experimental data acquisition, and subsequently for model validation. The circuit consisted of two dialyzers arranged in sequential order, in pursuance of increasing the number of sampling points. Fresh, heparinized porcine blood was used throughout the course of this study. Pressure and flow data obtained from in vitro investigations with the hemodialysis circuit were used as an input for the semiempirical model. FINDINGS The model predicted a substantial divergence in the course of hematocrit value along the length of the hollow fibers, which is corroborated by the experimental data. Particularly in certain operational conditions, hematocrit rose from 25% at the inlet to 65% halfway along the dialyzers' length, to end at 30% at the outlet. CONCLUSION Validation of the model's predictions with experimental data demonstrated a very good agreement, confirming the model's accuracy. Potential implementation of the model in clinical practice in the future might contribute greatly to an improved hemodialysis experience.
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Affiliation(s)
- Ali Poorkhalil
- 1 Institute of Physiology, RWTH Aachen University, Aachen, Germany.,2 Department of Life Science Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran, Iran
| | - Foivos Mouzakis
- 1 Institute of Physiology, RWTH Aachen University, Aachen, Germany
| | - Ali Kashefi
- 1 Institute of Physiology, RWTH Aachen University, Aachen, Germany
| | - Khosrow Mottaghy
- 1 Institute of Physiology, RWTH Aachen University, Aachen, Germany
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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: 0.7] [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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Costanzo MR, Cozzolino M, Aspromonte N, Mistrorigo F, Valle R, Ronco C. Extracorporeal Ultrafiltration in Heart Failure and Cardio-Renal Syndromes. Semin Nephrol 2012; 32:100-11. [DOI: 10.1016/j.semnephrol.2011.11.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Sato Y, Mineshima M, Ishimori I, Kaneko I, Akiba T, Teraoka S. Effect of hollow fiber length on solute removal and quantification of internal filtration rate by Doppler ultrasound. Int J Artif Organs 2003; 26:129-34. [PMID: 12653346 DOI: 10.1177/039139880302600206] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Renal replacement therapy with dialyzers capable of enhanced internal filtration (IF) can be an alternative to standard hemodiafiltration, as it provides convective solute removal comparable to that of hemodiafiltration by a simple procedure. In this study, we clinically evaluated the effect of the hollow fiber length in the dialyzer, a crucial factor influencing the rate of IF, by comparing two commercial dialyzers (BS-1.6U, BS-1.6UL, Toray, Japan) which differed in the fiber length, but had the same surface area and inner diameter of their hollow fibers. We showed that in the dialyzer with the longer fibers, the pressure profile along the dialyzer was significantly altered, and the solute clearance tended to be increased. In addition, we successfully quantified the IF rate with a Doppler ultrasound in the experimental circuit, by measuring the blood flow velocities along the bundle of fibers. We showed that the changes in the blood flow velocity were more marked in the dialyzer with the longer fibers; the calculated IF rates in the dialyzers with the shorter and longer fibers were 11.1 mL/min and 37.7 mL/min, respectively, which seemed to be compatible with the solute clearances. This simple and readily applicable method is expected to be useful in the development of modified dialyzers to fully exploit the benefits of IF in renal replacement therapy.
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Affiliation(s)
- Y Sato
- Kidney Center, Tokyo Women's Medical University, Tokyo, Japan
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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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