DocumentCode
3188966
Title
Modeling of change in blood volume and extracellular fluid volume during hemodialysis
Author
Fansan Zhu ; Kappel, Franz ; Leonard, Edward F. ; Kotanko, P. ; Levin, N.W.
Author_Institution
Renal Res. Inst. New York, New York, NY, USA
fYear
2013
fDate
3-7 July 2013
Firstpage
1506
Lastpage
1509
Abstract
Knowledge of dynamics of shift of fluid volume between intra- and extravascular compartments during hemodialysis (HD) is important for managing HD treatment to help patients approach dry weight without hypotension. The Relative blood volume (RBV) monitor indicates change in plasma volume based on the difference between ultrafiltration rate (UFR) and plasma refilling rate (PRR) during HD. However, the absolute value of PRR cannot be obtained from RBV. The aim of this study was to investigate whether fluid transport from the interstitial to blood spaces can be quantitatively analyzed with a two compartments model. 14 patients (30 measurements) were studied. RBV using a blood volume monitor (BVM, Fresenius) and calf extracellular volumes (ECV) by calf bioimpedance device (Hydra 4200, Xitron) were continuously measured during HD. A mathematic model was established with unknown transport coefficients (k1, k2, α, β, γ, δ) and these coefficients were estimated using a Least Squares Optimization algorithm by fitting from experimental data. A high correlation (R2>0.8) between experimental data and calculation by the model were observed in both RBV and ECV measurements. Coefficients k1 and δ significantly differed with different degree of hydration. This model provides parameters which can used to understand relationships between degree of hydration and refilling rate.
Keywords
blood; haemodynamics; least squares approximations; optimisation; patient treatment; HD treatment; Least Squares Optimization algorithm; RBV monitor; blood volume change; blood volume monitor; calf bioimpedance device; calf extracellular volumes; extracellular fluid volume; extravascular compartments; fluid transport; fluid volume shift dynamics; hemodialysis; hypotension; intravascular compartments; plasma refilling rate; plasma volume; relative blood volume; ultrafiltration rate; Biomedical monitoring; Blood; Extracellular; Fluids; High definition video; Mathematical model; Plasmas;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location
Osaka
ISSN
1557-170X
Type
conf
DOI
10.1109/EMBC.2013.6609798
Filename
6609798
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