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Updated: Jan 20, 2026

Assessing Cerebral Autoregulation via Oscillatory Lower Body Negative Pressure and Projection Pursuit Regression
Published on: December 10, 2014
Identifying the state of cerebrovascular autoregulation using the pressure reactivity index versus the mean flow
Ihsane Olakorede1, Stefan Yu Bögli1, Marek Czosnyka1,2
1Brain Physics Laboratory, Division of Neurosurgery, Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK.
Abstract:
Cerebral autoregulation maintains stable cerebral blood flow despite fluctuations in cerebral perfusion pressure (CPP), through mechanisms that alter vascular diameter and resistance. Two commonly used indices, pressure reactivity index and mean flow index, reflect different aspects of this regulation, namely changes in cerebral blood volume and blood flow velocity. However, their interchangeability, particularly in the context of traumatic brain injury (TBI), remains questionable. This study investigates the frequency and physiological basis of discordance between these indices. Using 96 simultaneous recordings of intracranial pressure (ICP) and transcranial Doppler-derived flow velocity in TBI patients, 501 non-overlapping 20-minute segments were extracted. Each segment was classified based on autoregulatory state, and physiological parameters, including ICP, CPP, end-tidal CO₂, cerebral compliance, critical closing pressure, and vascular dynamics, were analysed. Discordance between indices occurred in 26% of segments. Statistical and machine learning models identified vessel stability metrics (e.g. wall tension, vascular resistance, time constant) and intracranial dynamics (e.g. compliance, compensatory reserve) as the most predictive features of discordance. These findings suggest that the two indices capture distinct physiological processes and should not be used interchangeably. Instead, their combined interpretation may enhance assessment of cerebrovascular autoregulation and provide a more nuanced understanding of cerebral physiology in TBI.
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