title: bpshape wk4: a computer program that implements a physiological model for analyzing the shape of blood pressure waveforms.
abstract: We describe the theory and computer implementation of a newly-derived mathematical model for analyzing the shape of blood pressure waveforms. Input to the program consists of an ECG signal, plus a single continuous channel of peripheral blood pressure, which is often obtained invasively from an indwelling catheter during intensive-care monitoring or non-invasively from a tonometer. Output from the program includes a set of parameter estimates, made for every heart beat. Parameters of the model can be interpreted in terms of the capacitance of large arteries, the capacitance of peripheral arteries, the inertance of blood flow, the peripheral resistance, and arterial pressure due to basal vascular tone. Aortic flow due to contraction of the left ventricle is represented by a forcing function in the form of a descending ramp, the area under which represents the stroke volume. Differential equations describing the model are solved by the method of Laplace transforms, permitting rapid parameter estimation by the Levenberg-Marquardt algorithm. Parameter estimates and their confidence intervals are given in six examples, which are chosen to represent a variety of pressure waveforms that are observed during intensive-care monitoring. The examples demonstrate that some of the parameters may fluctuate markedly from beat to beat. Our program will find application in projects that are intended to correlate the details of the blood pressure waveform with other physiological variables, pathological conditions, and the effects of interventions.
authors.affiliation: Harvard-M.I.T. Division of Health Sciences and Technology, Boston, MA.
authors.forename: W C
authors.initials: WC
authors.lastname: Ocasio
authors.forename: D R
authors.initials: DR
authors.lastname: Rigney
authors.forename: K P
authors.initials: KP
authors.lastname: Clark
authors.forename: R G
authors.initials: RG
authors.lastname: Mark
mesh_terms: D000818:Animals; D001794:Blood Pressure; D001795:Blood Pressure Determination / Q000379:methods; D004562:Electrocardiography; D006801:Humans; D008955:Models, Cardiovascular; D012815:Signal Processing, Computer-Assisted; D012984:Software; D012985:Software Design