Testing the null hypothesis of uncoupling between mean arterial pressure and mean cerebral blood velocity in health and pathology via different surrogate strategies

OBJECTIVE: The dynamic cerebral autoregulation (dCA) limits variability of mean cerebral blood velocity (MCBv) despite mean arterial pressure (MAP) variations through a myriad of nonlinear mechanisms. However, dCA operates in association with the flow-to-pressure pathway. This study aims at characterizing the closed loop MCBv-MAP relationship by separating the dependence of MAP on MCBv from that over the reverse pathway using different surrogate approaches. APPROACH: Analyses were carried out in 26 healthy controls (HCs, age: 43±11 yrs, 13 males, 13 females) and 48 severe aortic valve stenosis patients undergoing surgical aortic valve replacement (SAVR, age: 62±14 yrs; 35 males, 13 females) before and after surgery. Active standing (STAND) from supine resting (REST) was exploited to challenge dCA. A state space correspondence method based on model-free cross-predictability was exploited to estimate the degree of MCBv dependence on MAP and vice versa and two different types of surrogates destroying nonlinear components or preserving them as much as possible were utilized. MAIN RESULTS: We found that: i) STAND deteriorates dCA in HCs; ii) in SAVR patients STAND does not affect dCA either before or after surgery, but a pre-surgery activation of flow-to-pressure link is present at REST; iii) in HCs preserving nonlinear dynamics when testing the significance of the pressure-to-flow link provides results different from those derived while maintaining exclusively linear dynamics. SIGNIFICANCE: Results stressed the pathophysiological relevance of applying a nonlinear directional approach to disentangle closed loop MCBv-MAP relationship and suggest that conclusions might depend on the strategy adopted to generate surrogates.

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Publication Details

Journal
Physiological Measurement
Published
2026-08-26
DOI
https://doi.org/10.1088/1361-6579/ae9f12
Primary Topic
Traumatic Brain Injury and Neurovascular Disturbances
Type
article
Field-Weighted Citation Impact
0.00

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article

Testing the null hypothesis of uncoupling between mean arterial pressure and mean cerebral blood velocity in health and pathology via different surrogate strategies

Marco Ranucci, Vlasta Bari, Beatrice Cairo, Alberto Porta et al.
Physiological Measurement
Traumatic Brain Injury and Neurovascular Disturbances
article

Testing the null hypothesis of uncoupling between mean arterial pressure and mean cerebral blood velocity in health and pathology via different surrogate strategies

Marco Ranucci, Vlasta Bari, Beatrice Cairo, Alberto Porta, Martina Anguissola, Beatrice De Maria, Ilaria Burzo
article en

Abstract

OBJECTIVE: The dynamic cerebral autoregulation (dCA) limits variability of mean cerebral blood velocity (MCBv) despite mean arterial pressure (MAP) variations through a myriad of nonlinear mechanisms. However, dCA operates in association with the flow-to-pressure pathway. This study aims at characterizing the closed loop MCBv-MAP relationship by separating the dependence of MAP on MCBv from that over the reverse pathway using different surrogate approaches. APPROACH: Analyses were carried out in 26 healthy controls (HCs, age: 43±11 yrs, 13 males, 13 females) and 48 severe aortic valve stenosis patients undergoing surgical aortic valve replacement (SAVR, age: 62±14 yrs; 35 males, 13 females) before and after surgery. Active standing (STAND) from supine resting (REST) was exploited to challenge dCA. A state space correspondence method based on model-free cross-predictability was exploited to estimate the degree of MCBv dependence on MAP and vice versa and two different types of surrogates destroying nonlinear components or preserving them as much as possible were utilized. MAIN RESULTS: We found that: i) STAND deteriorates dCA in HCs; ii) in SAVR patients STAND does not affect dCA either before or after surgery, but a pre-surgery activation of flow-to-pressure link is present at REST; iii) in HCs preserving nonlinear dynamics when testing the significance of the pressure-to-flow link provides results different from those derived while maintaining exclusively linear dynamics. SIGNIFICANCE: Results stressed the pathophysiological relevance of applying a nonlinear directional approach to disentangle closed loop MCBv-MAP relationship and suggest that conclusions might depend on the strategy adopted to generate surrogates.

Physiological Measurement
University of Milan (IT), Istituti Clinici Scientifici Maugeri (IT), IRCCS Policlinico San Donato (IT), Istituti di Ricovero e Cura a Carattere Scientifico (IT)
Università degli Studi di Milano, Ministero della Salute, Ministero dell'Università e della Ricerca
Good health and well-being
Openalex Percentile: Top 11%
Traumatic Brain Injury and Neurovascular Disturbances
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