Cargando…

Analytical Solutions of a Two-Compartment Model Based on the Volume-Average Theory for Blood Toxin Concentration during and after Dialysis

Accurate prediction of blood toxin concentration during and after dialysis will greatly contribute to the determination of dialysis treatment conditions. Conventional models, namely single-compartment model and two-compartment model, have advantages and disadvantages in terms of accuracy and practic...

Descripción completa

Detalles Bibliográficos
Autores principales: Sano, Yoshihiko, Sato, Kentaro, Iida, Ryusei, Kabashima, Narutoshi, Ugawa, Toyomu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8303407/
https://www.ncbi.nlm.nih.gov/pubmed/34357156
http://dx.doi.org/10.3390/membranes11070506
_version_ 1783727079526760448
author Sano, Yoshihiko
Sato, Kentaro
Iida, Ryusei
Kabashima, Narutoshi
Ugawa, Toyomu
author_facet Sano, Yoshihiko
Sato, Kentaro
Iida, Ryusei
Kabashima, Narutoshi
Ugawa, Toyomu
author_sort Sano, Yoshihiko
collection PubMed
description Accurate prediction of blood toxin concentration during and after dialysis will greatly contribute to the determination of dialysis treatment conditions. Conventional models, namely single-compartment model and two-compartment model, have advantages and disadvantages in terms of accuracy and practical application. In this study, we attempted to derive the mathematical model that predicts blood toxin concentrations during and after dialysis, which has both accuracy and practicality. To propose the accurate model, a new two-compartment model was mathematically derived by adapting volume-averaging theory to the mass transfer around peripheral tissues. Subsequently, to propose a practical model for predicting the blood toxin concentration during dialysis, an analytical solution expressed as algebraic expression was derived by adopting variable transformation. Furthermore, the other analytical solution that predicts rebound phenomena after dialysis was also derived through similar steps. The comparisons with the clinical data revealed that the proposed analytical solutions can reproduce the behavior of the measured blood urea concentration during and after dialysis. The analytical solutions proposed as algebraic expressions will allow a doctor to estimate the blood toxin concentration of a patient during and after dialysis. The proposed analytical solutions may be useful to consider the treatment conditions for dialysis, including the rebound phenomenon.
format Online
Article
Text
id pubmed-8303407
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-83034072021-07-25 Analytical Solutions of a Two-Compartment Model Based on the Volume-Average Theory for Blood Toxin Concentration during and after Dialysis Sano, Yoshihiko Sato, Kentaro Iida, Ryusei Kabashima, Narutoshi Ugawa, Toyomu Membranes (Basel) Article Accurate prediction of blood toxin concentration during and after dialysis will greatly contribute to the determination of dialysis treatment conditions. Conventional models, namely single-compartment model and two-compartment model, have advantages and disadvantages in terms of accuracy and practical application. In this study, we attempted to derive the mathematical model that predicts blood toxin concentrations during and after dialysis, which has both accuracy and practicality. To propose the accurate model, a new two-compartment model was mathematically derived by adapting volume-averaging theory to the mass transfer around peripheral tissues. Subsequently, to propose a practical model for predicting the blood toxin concentration during dialysis, an analytical solution expressed as algebraic expression was derived by adopting variable transformation. Furthermore, the other analytical solution that predicts rebound phenomena after dialysis was also derived through similar steps. The comparisons with the clinical data revealed that the proposed analytical solutions can reproduce the behavior of the measured blood urea concentration during and after dialysis. The analytical solutions proposed as algebraic expressions will allow a doctor to estimate the blood toxin concentration of a patient during and after dialysis. The proposed analytical solutions may be useful to consider the treatment conditions for dialysis, including the rebound phenomenon. MDPI 2021-07-05 /pmc/articles/PMC8303407/ /pubmed/34357156 http://dx.doi.org/10.3390/membranes11070506 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Sano, Yoshihiko
Sato, Kentaro
Iida, Ryusei
Kabashima, Narutoshi
Ugawa, Toyomu
Analytical Solutions of a Two-Compartment Model Based on the Volume-Average Theory for Blood Toxin Concentration during and after Dialysis
title Analytical Solutions of a Two-Compartment Model Based on the Volume-Average Theory for Blood Toxin Concentration during and after Dialysis
title_full Analytical Solutions of a Two-Compartment Model Based on the Volume-Average Theory for Blood Toxin Concentration during and after Dialysis
title_fullStr Analytical Solutions of a Two-Compartment Model Based on the Volume-Average Theory for Blood Toxin Concentration during and after Dialysis
title_full_unstemmed Analytical Solutions of a Two-Compartment Model Based on the Volume-Average Theory for Blood Toxin Concentration during and after Dialysis
title_short Analytical Solutions of a Two-Compartment Model Based on the Volume-Average Theory for Blood Toxin Concentration during and after Dialysis
title_sort analytical solutions of a two-compartment model based on the volume-average theory for blood toxin concentration during and after dialysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8303407/
https://www.ncbi.nlm.nih.gov/pubmed/34357156
http://dx.doi.org/10.3390/membranes11070506
work_keys_str_mv AT sanoyoshihiko analyticalsolutionsofatwocompartmentmodelbasedonthevolumeaveragetheoryforbloodtoxinconcentrationduringandafterdialysis
AT satokentaro analyticalsolutionsofatwocompartmentmodelbasedonthevolumeaveragetheoryforbloodtoxinconcentrationduringandafterdialysis
AT iidaryusei analyticalsolutionsofatwocompartmentmodelbasedonthevolumeaveragetheoryforbloodtoxinconcentrationduringandafterdialysis
AT kabashimanarutoshi analyticalsolutionsofatwocompartmentmodelbasedonthevolumeaveragetheoryforbloodtoxinconcentrationduringandafterdialysis
AT ugawatoyomu analyticalsolutionsofatwocompartmentmodelbasedonthevolumeaveragetheoryforbloodtoxinconcentrationduringandafterdialysis