TY - JOUR
T1 - Models for plasma kinetics during simultaneous therapeutic plasma exchange and extracorporeal membrane oxygenation
AU - Puelz, Charles
AU - Danial, Zach
AU - Raval, Jay S.
AU - Marinaro, Jonathan L.
AU - Griffith, Boyce E.
AU - Peskin, Charles S.
N1 - Publisher Copyright:
© The Author(s) 2021. Published by Oxford University Press on behalf of the Institute of Mathematics and its Applications. All rights reserved.
PY - 2021/6/1
Y1 - 2021/6/1
N2 - This paper focuses on the derivation and simulation of mathematical models describing new plasma fraction in blood for patients undergoing simultaneous extracorporeal membrane oxygenation and therapeutic plasma exchange. Models for plasma exchange with either veno-arterial or veno-venous extracorporeal membrane oxygenation are considered. Two classes of models are derived for each case, one in the form of an algebraic delay equation and another in the form of a system of delay differential equations. In special cases, our models reduce to single compartment ones for plasma exchange that have been validated with experimental data (Randerson et al., 1982, Artif. Organs, 6, 43–49). We also show that the algebraic differential equations are forward Euler discretizations of the delay differential equations, with timesteps equal to transit times through model compartments. Numerical simulations are performed to compare different model types, to investigate the impact of plasma device port switching on the efficiency of the exchange process, and to study the sensitivity of the models to their parameters.
AB - This paper focuses on the derivation and simulation of mathematical models describing new plasma fraction in blood for patients undergoing simultaneous extracorporeal membrane oxygenation and therapeutic plasma exchange. Models for plasma exchange with either veno-arterial or veno-venous extracorporeal membrane oxygenation are considered. Two classes of models are derived for each case, one in the form of an algebraic delay equation and another in the form of a system of delay differential equations. In special cases, our models reduce to single compartment ones for plasma exchange that have been validated with experimental data (Randerson et al., 1982, Artif. Organs, 6, 43–49). We also show that the algebraic differential equations are forward Euler discretizations of the delay differential equations, with timesteps equal to transit times through model compartments. Numerical simulations are performed to compare different model types, to investigate the impact of plasma device port switching on the efficiency of the exchange process, and to study the sensitivity of the models to their parameters.
KW - Compartment models
KW - Delay differential equations
KW - ECMO
KW - Plasma kinetics
KW - Therapeutic plasma exchange
UR - http://www.scopus.com/inward/record.url?scp=85107088355&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85107088355&partnerID=8YFLogxK
U2 - 10.1093/imammb/dqab003
DO - 10.1093/imammb/dqab003
M3 - Article
C2 - 33626571
AN - SCOPUS:85107088355
SN - 1477-8599
VL - 38
SP - 255
EP - 271
JO - Mathematical Medicine and Biology
JF - Mathematical Medicine and Biology
IS - 2
ER -