Title of article :
Model-based physiomarkers of cerebral hemodynamics in patients with mild cognitive impairment
Author/Authors :
Marmarelis، نويسنده , , V.Z. and Shin، نويسنده , , D.C. and Orme، نويسنده , , M.E. and Zhang، نويسنده , , R.، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2014
Abstract :
In our previous studies, we have introduced model-based “functional biomarkers” or “physiomarkers” of cerebral hemodynamics that hold promise for improved diagnosis of early-stage Alzheimerʹs disease (AD). The advocated methodology utilizes subject-specific data-based dynamic nonlinear models of cerebral hemodynamics to compute indices (serving as possible diagnostic physiomarkers) that quantify the state of cerebral blood flow autoregulation to pressure-changes (CFAP) and cerebral CO2 vasomotor reactivity (CVMR) in each subject. The model is estimated from beat-to-beat measurements of mean arterial blood pressure, mean cerebral blood flow velocity and end-tidal CO2, which can be made reliably and non-invasively under resting conditions. In a previous study, it was found that a CVMR index quantifying the impairment in CO2 vasomotor reactivity correlates with clinical indications of early AD, offering the prospect of a potentially useful diagnostic tool. In this paper, we explore the use of the same model-based indices for patients with amnestic Mild Cognitive Impairment (MCI), a preclinical stage of AD, relative to a control subjects and clinical cognitive assessments. It was found that the model-based CVMR values were lower for MCI patients relative to the control subjects.
Keywords :
Nonlinear Modeling , Principal dynamic modes , Closed-loop PDM-based model , Alzheimerיs disease , Model-based physiomarkers , Mild cognitive impairment , Modeling of cerebral autoregulation , Cerebral hemodynamics
Journal title :
Medical Engineering and Physics
Journal title :
Medical Engineering and Physics