title: Intra- and inter-beat modeling of cardiovascular dynamics and control: assessing haemodynamic stability and responsiveness.
abstract: In critical care patient management, extensive and invasive patient monitoring is routinely performed in order to quantify patient status in view of therapeutic interventions. Little quantitative integration is performed when collecting information from multiple monitors, and processing algorithms are often based on little physiological understanding. Mechanistic modeling can offer insight into the mechanisms underlying patient stability and sensitivity to alterations in physiological variables. Starting from existing models, we construct an integrated model which combines detailed neural cardiovascular regulation with realistic circulation modeling, using Monte-Carlo techniques for reparameterisation when merging the two models. The combined model is analyzed in terms of its dynamical stability and sensitivity to parameter perturbations under simulated conditions of fluid deficit, anaesthesia, and dilatative cardiomyopathy. The results exemplify how a structural model can serve as a quantitative guide in assessing how different underlying patient states can alter the haemodynamics impact of external therapeutic intervention.
authors.affiliation: Faculty of Medicine, University of Rome Tor Vergata. toschi@ med.uniroma2.it
authors.forename: Nicola
authors.initials: N
authors.lastname: Toschi
authors.forename: Andrea
authors.initials: A
authors.lastname: Duggento
authors.forename: Antonio
authors.initials: A
authors.lastname: Canichella
authors.forename: Filadelfo
authors.initials: F
authors.lastname: Coniglione
authors.forename: Mario
authors.initials: M
authors.lastname: Dauri
authors.forename: Alessandro F
authors.initials: AF
authors.lastname: Sabato
authors.forename: Maria
authors.initials: M
authors.lastname: Guerrisi
mesh_terms: D001158:Arteries / Q000502:physiology; D001794:Blood Pressure / Q000502:physiology; D003198:Computer Simulation; D004562:Electrocardiography; D006339:Heart Rate / Q000502:physiology*; D006439:Hemodynamics / Q000502:physiology*; D006801:Humans; D008955:Models, Cardiovascular; D009010:Monte Carlo Method