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Comparison of four mathematical models to analyze indicator-dilution curves in the coronary circulation

While several models have proven to result in accurate estimations when measuring cardiac output using indicator dilution, the mono-exponential model has primarily been chosen for deriving coronary blood/plasma volume. In this study, we compared four models to derive coronary plasma volume using ind...

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Detalles Bibliográficos
Autores principales: Brands, Judith, Vink, Hans, Van Teeffelen, Jurgen W. G. E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer-Verlag 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3223587/
https://www.ncbi.nlm.nih.gov/pubmed/22095316
http://dx.doi.org/10.1007/s11517-011-0845-9
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author Brands, Judith
Vink, Hans
Van Teeffelen, Jurgen W. G. E.
author_facet Brands, Judith
Vink, Hans
Van Teeffelen, Jurgen W. G. E.
author_sort Brands, Judith
collection PubMed
description While several models have proven to result in accurate estimations when measuring cardiac output using indicator dilution, the mono-exponential model has primarily been chosen for deriving coronary blood/plasma volume. In this study, we compared four models to derive coronary plasma volume using indicator dilution; the mono-exponential, power-law, gamma-variate, and local density random walk (LDRW) model. In anesthetized goats (N = 14), we determined the distribution volume of high molecular weight (2,000 kDa) dextrans. A bolus injection (1.0 ml, 0.65 mg/ml) was given intracoronary and coronary venous blood samples were taken every 0.5–1.0 s; outflow curves were analyzed using the four aforementioned models. Measurements were done at baseline and during adenosine infusion. Absolute coronary plasma volume estimates varied by ~25% between models, while the relative volume increase during adenosine infusion was similar for all models. The gamma-variate, LDRW, and mono-exponential model resulted in volumes corresponding with literature, whereas the power-model seemed to overestimate the coronary plasma volume. The gamma-variate and LDRW model appear to be suitable alternative models to the mono-exponential model to analyze coronary indicator-dilution curves, particularly since these models are minimally influenced by outliers and do not depend on data of the descending slope of the curve only.
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spelling pubmed-32235872011-12-27 Comparison of four mathematical models to analyze indicator-dilution curves in the coronary circulation Brands, Judith Vink, Hans Van Teeffelen, Jurgen W. G. E. Med Biol Eng Comput Original Article While several models have proven to result in accurate estimations when measuring cardiac output using indicator dilution, the mono-exponential model has primarily been chosen for deriving coronary blood/plasma volume. In this study, we compared four models to derive coronary plasma volume using indicator dilution; the mono-exponential, power-law, gamma-variate, and local density random walk (LDRW) model. In anesthetized goats (N = 14), we determined the distribution volume of high molecular weight (2,000 kDa) dextrans. A bolus injection (1.0 ml, 0.65 mg/ml) was given intracoronary and coronary venous blood samples were taken every 0.5–1.0 s; outflow curves were analyzed using the four aforementioned models. Measurements were done at baseline and during adenosine infusion. Absolute coronary plasma volume estimates varied by ~25% between models, while the relative volume increase during adenosine infusion was similar for all models. The gamma-variate, LDRW, and mono-exponential model resulted in volumes corresponding with literature, whereas the power-model seemed to overestimate the coronary plasma volume. The gamma-variate and LDRW model appear to be suitable alternative models to the mono-exponential model to analyze coronary indicator-dilution curves, particularly since these models are minimally influenced by outliers and do not depend on data of the descending slope of the curve only. Springer-Verlag 2011-11-18 2011 /pmc/articles/PMC3223587/ /pubmed/22095316 http://dx.doi.org/10.1007/s11517-011-0845-9 Text en © The Author(s) 2011 https://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution Noncommercial License which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and source are credited.
spellingShingle Original Article
Brands, Judith
Vink, Hans
Van Teeffelen, Jurgen W. G. E.
Comparison of four mathematical models to analyze indicator-dilution curves in the coronary circulation
title Comparison of four mathematical models to analyze indicator-dilution curves in the coronary circulation
title_full Comparison of four mathematical models to analyze indicator-dilution curves in the coronary circulation
title_fullStr Comparison of four mathematical models to analyze indicator-dilution curves in the coronary circulation
title_full_unstemmed Comparison of four mathematical models to analyze indicator-dilution curves in the coronary circulation
title_short Comparison of four mathematical models to analyze indicator-dilution curves in the coronary circulation
title_sort comparison of four mathematical models to analyze indicator-dilution curves in the coronary circulation
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3223587/
https://www.ncbi.nlm.nih.gov/pubmed/22095316
http://dx.doi.org/10.1007/s11517-011-0845-9
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