Related Experiment Video
Updated: May 2, 2026

Integration of Brain Tissue Saturation Monitoring in Cardiopulmonary Exercise Testing in Patients with Heart Failure
Published on: October 1, 2019
Modeling cerebrovascular dynamics during transitions in exercise intensity
Eric T Hedge1,2,3, Richard L Hughson3
1Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, Dallas, Texas, United States.
Abstract:
Cerebral blood flow is a tightly controlled variable that is regulated by multiple integrative physiological mechanisms. Many of the factors that influence cerebral blood flow change during exercise in an intensity-dependent manner, leading to complex interactions, with the net effect of all factors dictating the blood flow response. Research to date has largely focused on investigating cerebrovascular responses to exercise during discrete steady-state stages, but recently, dynamic modeling of the cerebrovascular response to transitions in exercise intensity has gained interest as a novel way to study cerebrovascular health and function. Indeed, studying the dynamic adjustment of a variable in response to an external stimulus provides important information about the integrity and function of the controlling system. In the context of the cerebrovascular response to exercise, it is important to recognize that the primary stimulus inducing a change in cerebral blood flow is not simply an increase in external work being performed, but rather the integrative exercise response that includes changes in arterial blood pressure, cardiac output, arterial partial pressure of carbon dioxide, autonomic nervous system activity, and cerebral metabolism. However, disentangling the contribution of separate factors and mechanisms to the dynamic cerebrovascular response to exercise is complicated. Accordingly, in this review, we 1) provide an overview of different modeling approaches that have been applied to investigate cerebrovascular kinetics during exercise transitions, 2) discuss considerations when modeling cerebrovascular responses to exercise, and 3) provide perspectives to help inform modeling approaches for future work.
Related Concept Videos
Regulation of Stroke Volume
Preload refers to the degree of stretch on the heart before it contracts. It's analogous to the stretching of a rubber band; the more it's stretched, the more forcefully it snaps back. This concept is encapsulated in the Frank-Starling law of the...
Cardiac Output II: Effect of Stroke Volume on Cardiac Output
Preload
Preload refers to the initial elongation of the cardiac myocytes before contraction and is related to the volume of blood filling the heart at the end of diastole, or end-diastolic volume. The...
Exercise and Cardiac Output
Sustained exercise increases the muscles' oxygen demand, which can be...
Cardiac Output and Stroke Volume
In an average resting adult male, the typical cardiac...
Exercise and Cardiovascular Response
Light to moderate physical activity initiates a series of interconnected responses in the body. The heart rate modestly increases in anticipation of the workout, followed by widespread vasodilation as oxygen consumption by skeletal muscles increases. This results in decreased peripheral resistance, increased capillary blood flow, and accelerated...
Physiological Pharmacokinetic Models: Blood Flow-Limited Versus Diffusion-Limited Models

