A nonlinear dynamic approach reveals a long-term stroke effect on cerebral blood flow regulation at multiple time

Kun Hu1, Men-Tzung Lo, Chung-Kang Peng

  • 1Division of Sleep Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America. khu@bics.bwh.harvard.edu

Insights

Cerebral autoregulation (CA) is active at higher frequencies than previously thought. Impaired CA in stroke patients, detected by a novel nonlinear method, impacts recovery and is missed by traditional analysis.

Area of Science:

  • Neuroscience
  • Physiology
  • Biomedical Engineering

Background:

  • Cerebral autoregulation (CA) maintains stable brain blood flow against blood pressure (BP) changes.
  • Traditional CA assessment assumes signal stationarity, potentially limiting accuracy.
  • Previous studies suggest CA is inactive above ~0.1 Hz, a concept lacking physiological basis.

Purpose of the Study:

  • To develop and apply a novel nonlinear dynamic computational tool for CA assessment without stationarity assumptions.
  • To investigate CA function in patients with chronic ischemic stroke compared to non-stroke controls.
  • To evaluate the sensitivity of the novel method versus traditional transfer function analysis for detecting stroke-related CA alterations.

Main Methods:

  • Utilized a novel nonlinear dynamic theory-based computational tool for CA assessment.
  • Analyzed nonstationary BP and cerebral blood flow velocity (BFV) signals from 39 stroke patients and 40 controls.
  • Employed transfer function analysis (TFA) as a comparative method.

Main Results:

  • Active CA in controls showed an advanced phase in BFV relative to BP oscillations from ~0.02 to 0.38 Hz.
  • Stroke patients exhibited a reduced phase shift, consistent across frequencies and hemispheres, even 6 months post-stroke.
  • Traditional TFA failed to detect stroke-induced alterations in multiscale CA.

Conclusions:

  • CA is active over a broader frequency range than previously accepted.
  • Altered multiscale CA following stroke has clinical implications for recovery.
  • Nonlinear, nonstationary approaches offer superior sensitivity for assessing physiological signal coupling.

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