1. Detection of contractility changes in the heart from arterial blood pressure data using symmetric Projection Attractor Reconstruction.
- Author
-
Bonet-Luz E, Nandi M, Christie MI, Doyle J, Pierson JB, Pugsley MK, Vargas HM, and Aston PJ
- Subjects
- Animals, Dogs, Arterial Pressure drug effects, Arterial Pressure physiology, Cardiotonic Agents pharmacology, Retrospective Studies, Male, Signal Processing, Computer-Assisted, Ventricular Function, Left drug effects, Ventricular Function, Left physiology, Heart physiology, Heart drug effects, Female, Blood Pressure drug effects, Blood Pressure physiology, Myocardial Contraction drug effects, Myocardial Contraction physiology
- Abstract
The potential for unintended drug induced changes in cardiac contractility is a major concern in medicines development. Whilst direct left ventricular pressure (LVP) measurement is the gold standard for measuring cardiac contractility in vivo, it is resource intensive and poses a welfare burden on research animals. In contrast, arterial blood pressure (BP) measurement has fewer challenges. Symmetric Projection Attractor Reconstruction (SPAR) is a signal processing technique which transforms physiological time-series signals into a corresponding visual image ('attractor'), amplifying morphology changes within physiological waveforms. It was hypothesized that SPAR analysis of BP signals would provide a surrogate measure of cardiac contractility by specifically amplifying the maximum slope of the systolic upstroke. BP (abdominal aorta) signals obtained from beagle dogs, treated with positive and negative inotropes, were retrospectively analysed to identify signal features that correlated with the maximum upslope of the LVP signal from simultaneously acquired LVP recordings. SPAR transformation of BP signals quantified drug induced changes in the maximum slope of the systolic upstroke. We identified key SPAR metrics that provided >0.8 correlation with the LVP maximum upslope, outperforming the BP systolic upstroke alone. This was observed for all 4 different drugs, doses and time points evaluated across studies. Thus, we conclude that the SPAR measures derived from the BP signal could be used as a first pass in vivo screen to flag any risk of drug induced changes in cardiac contractility during the conduct of non-clinical medicines development, potentially reducing or replacing the need to perform direct left ventricular measurements., Competing Interests: Declaration of competing interest Philip Aston, Mark Christie and Manasi Nandi have a patent, WO2015121679A1, “Delay coordinate analysis of periodic data,” which covers the foundations of the Symmetric Projection Attractor Reconstruction (SPAR) method used in this paper. None of the other authors have any conflicts of interest, other than their employment in commercial pharmaceutical companies, academic institutions, or contract research organizations (CROs). No information is presented that advocates for or promotes commercial products from any organization., (Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2024
- Full Text
- View/download PDF