Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1782446012380479488 |
---|---|
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. |
format | Online Article Text |
id | pubmed-4970790 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT pietribiasimauro modellingtranscapillarytransportoffluidandproteinsinhemodialysispatients AT waniewskijacek modellingtranscapillarytransportoffluidandproteinsinhemodialysispatients AT załuskaalicja modellingtranscapillarytransportoffluidandproteinsinhemodialysispatients AT załuskawojciech modellingtranscapillarytransportoffluidandproteinsinhemodialysispatients AT lindholmbengt modellingtranscapillarytransportoffluidandproteinsinhemodialysispatients |