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Analytical Solution of Multicompartment Solute Kinetics for Hemodialysis

Objective. To provide an exact solution for variable-volume multicompartment kinetic models with linear volume change, and to apply this solution to a 4-compartment diffusion-adjusted regional blood flow model for both urea and creatinine kinetics in hemodialysis. Methods. A matrix-based approach ap...

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Detalles Bibliográficos
Autores principales: Korohoda, Przemysław, Schneditz, Daniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3836297/
https://www.ncbi.nlm.nih.gov/pubmed/24307914
http://dx.doi.org/10.1155/2013/654726
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author Korohoda, Przemysław
Schneditz, Daniel
author_facet Korohoda, Przemysław
Schneditz, Daniel
author_sort Korohoda, Przemysław
collection PubMed
description Objective. To provide an exact solution for variable-volume multicompartment kinetic models with linear volume change, and to apply this solution to a 4-compartment diffusion-adjusted regional blood flow model for both urea and creatinine kinetics in hemodialysis. Methods. A matrix-based approach applicable to linear models encompassing any number of compartments is presented. The procedure requires the inversion of a square matrix and the computation of its eigenvalues λ, assuming they are all distinct. This novel approach bypasses the evaluation of the definite integral to solve the inhomogeneous ordinary differential equation. Results. For urea two out of four eigenvalues describing the changes of concentrations in time are about 10(5) times larger than the other eigenvalues indicating that the 4-compartment model essentially reduces to the 2-compartment regional blood flow model. In case of creatinine, however, the distribution of eigenvalues is more balanced (a factor of 10(2) between the largest and the smallest eigenvalue) indicating that all four compartments contribute to creatinine kinetics in hemodialysis. Interpretation. Apart from providing an exact analytic solution for practical applications such as the identification of relevant model and treatment parameters, the matrix-based approach reveals characteristic details on model symmetry and complexity for different solutes.
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spelling pubmed-38362972013-12-04 Analytical Solution of Multicompartment Solute Kinetics for Hemodialysis Korohoda, Przemysław Schneditz, Daniel Comput Math Methods Med Research Article Objective. To provide an exact solution for variable-volume multicompartment kinetic models with linear volume change, and to apply this solution to a 4-compartment diffusion-adjusted regional blood flow model for both urea and creatinine kinetics in hemodialysis. Methods. A matrix-based approach applicable to linear models encompassing any number of compartments is presented. The procedure requires the inversion of a square matrix and the computation of its eigenvalues λ, assuming they are all distinct. This novel approach bypasses the evaluation of the definite integral to solve the inhomogeneous ordinary differential equation. Results. For urea two out of four eigenvalues describing the changes of concentrations in time are about 10(5) times larger than the other eigenvalues indicating that the 4-compartment model essentially reduces to the 2-compartment regional blood flow model. In case of creatinine, however, the distribution of eigenvalues is more balanced (a factor of 10(2) between the largest and the smallest eigenvalue) indicating that all four compartments contribute to creatinine kinetics in hemodialysis. Interpretation. Apart from providing an exact analytic solution for practical applications such as the identification of relevant model and treatment parameters, the matrix-based approach reveals characteristic details on model symmetry and complexity for different solutes. Hindawi Publishing Corporation 2013 2013-11-06 /pmc/articles/PMC3836297/ /pubmed/24307914 http://dx.doi.org/10.1155/2013/654726 Text en Copyright © 2013 P. Korohoda and D. Schneditz. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Korohoda, Przemysław
Schneditz, Daniel
Analytical Solution of Multicompartment Solute Kinetics for Hemodialysis
title Analytical Solution of Multicompartment Solute Kinetics for Hemodialysis
title_full Analytical Solution of Multicompartment Solute Kinetics for Hemodialysis
title_fullStr Analytical Solution of Multicompartment Solute Kinetics for Hemodialysis
title_full_unstemmed Analytical Solution of Multicompartment Solute Kinetics for Hemodialysis
title_short Analytical Solution of Multicompartment Solute Kinetics for Hemodialysis
title_sort analytical solution of multicompartment solute kinetics for hemodialysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3836297/
https://www.ncbi.nlm.nih.gov/pubmed/24307914
http://dx.doi.org/10.1155/2013/654726
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