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Modelling Transcapillary Transport of Fluid and Proteins in Hemodialysis Patients

BACKGROUND: The kinetics of protein transport to and from the vascular compartment play a major role in the determination of fluid balance and plasma refilling during hemodialysis (HD) sessions. In this study we propose a whole-body mathematical model describing water and protein shifts across the c...

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Autores principales: Pietribiasi, Mauro, Waniewski, Jacek, Załuska, Alicja, Załuska, Wojciech, Lindholm, Bengt
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4970790/
https://www.ncbi.nlm.nih.gov/pubmed/27483369
http://dx.doi.org/10.1371/journal.pone.0159748
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author Pietribiasi, Mauro
Waniewski, Jacek
Załuska, Alicja
Załuska, Wojciech
Lindholm, Bengt
author_facet Pietribiasi, Mauro
Waniewski, Jacek
Załuska, Alicja
Załuska, Wojciech
Lindholm, Bengt
author_sort Pietribiasi, Mauro
collection PubMed
description BACKGROUND: The kinetics of protein transport to and from the vascular compartment play a major role in the determination of fluid balance and plasma refilling during hemodialysis (HD) sessions. In this study we propose a whole-body mathematical model describing water and protein shifts across the capillary membrane during HD and compare its output to clinical data while evaluating the impact of choosing specific values for selected parameters. METHODS: The model follows a two-compartment structure (vascular and interstitial space) and is based on balance equations of protein mass and water volume in each compartment. The capillary membrane was described according to the three-pore theory. Two transport parameters, the fractional contribution of large pores (α(LP)) and the total hydraulic conductivity (LpS) of the capillary membrane, were estimated from patient data. Changes in the intensity and direction of individual fluid and solute flows through each part of the transport system were analyzed in relation to the choice of different values of small pores radius and fractional conductivity, lymphatic sensitivity to hydraulic pressure, and steady-state interstitial-to-plasma protein concentration ratio. RESULTS: The estimated values of LpS and α(LP) were respectively 10.0 ± 8.4 mL/min/mmHg (mean ± standard deviation) and 0.062 ± 0.041. The model was able to predict with good accuracy the profiles of plasma volume and serum total protein concentration in most of the patients (average root-mean-square deviation < 2% of the measured value). CONCLUSIONS: The applied model provides a mechanistic interpretation of fluid transport processes induced by ultrafiltration during HD, using a minimum of tuned parameters and assumptions. The simulated values of individual flows through each kind of pore and lymphatic absorption rate yielded by the model may suggest answers to unsolved questions on the relative impact of these not-measurable quantities on total vascular refilling and fluid balance.
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spelling pubmed-49707902016-08-18 Modelling Transcapillary Transport of Fluid and Proteins in Hemodialysis Patients Pietribiasi, Mauro Waniewski, Jacek Załuska, Alicja Załuska, Wojciech Lindholm, Bengt PLoS One Research Article BACKGROUND: The kinetics of protein transport to and from the vascular compartment play a major role in the determination of fluid balance and plasma refilling during hemodialysis (HD) sessions. In this study we propose a whole-body mathematical model describing water and protein shifts across the capillary membrane during HD and compare its output to clinical data while evaluating the impact of choosing specific values for selected parameters. METHODS: The model follows a two-compartment structure (vascular and interstitial space) and is based on balance equations of protein mass and water volume in each compartment. The capillary membrane was described according to the three-pore theory. Two transport parameters, the fractional contribution of large pores (α(LP)) and the total hydraulic conductivity (LpS) of the capillary membrane, were estimated from patient data. Changes in the intensity and direction of individual fluid and solute flows through each part of the transport system were analyzed in relation to the choice of different values of small pores radius and fractional conductivity, lymphatic sensitivity to hydraulic pressure, and steady-state interstitial-to-plasma protein concentration ratio. RESULTS: The estimated values of LpS and α(LP) were respectively 10.0 ± 8.4 mL/min/mmHg (mean ± standard deviation) and 0.062 ± 0.041. The model was able to predict with good accuracy the profiles of plasma volume and serum total protein concentration in most of the patients (average root-mean-square deviation < 2% of the measured value). CONCLUSIONS: The applied model provides a mechanistic interpretation of fluid transport processes induced by ultrafiltration during HD, using a minimum of tuned parameters and assumptions. The simulated values of individual flows through each kind of pore and lymphatic absorption rate yielded by the model may suggest answers to unsolved questions on the relative impact of these not-measurable quantities on total vascular refilling and fluid balance. Public Library of Science 2016-08-02 /pmc/articles/PMC4970790/ /pubmed/27483369 http://dx.doi.org/10.1371/journal.pone.0159748 Text en © 2016 Pietribiasi et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Pietribiasi, Mauro
Waniewski, Jacek
Załuska, Alicja
Załuska, Wojciech
Lindholm, Bengt
Modelling Transcapillary Transport of Fluid and Proteins in Hemodialysis Patients
title Modelling Transcapillary Transport of Fluid and Proteins in Hemodialysis Patients
title_full Modelling Transcapillary Transport of Fluid and Proteins in Hemodialysis Patients
title_fullStr Modelling Transcapillary Transport of Fluid and Proteins in Hemodialysis Patients
title_full_unstemmed Modelling Transcapillary Transport of Fluid and Proteins in Hemodialysis Patients
title_short Modelling Transcapillary Transport of Fluid and Proteins in Hemodialysis Patients
title_sort modelling transcapillary transport of fluid and proteins in hemodialysis patients
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4970790/
https://www.ncbi.nlm.nih.gov/pubmed/27483369
http://dx.doi.org/10.1371/journal.pone.0159748
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