Comparing model‐based cerebrovascular physiomarkers with DTI biomarkers in MCI patients

Abstract Objective To compare the novel model‐based hemodynamic physiomarker of Dynamic Vasomotor Reactivity (DVR) with biomarkers based on Diffusion Tensor Imaging (DTI) and some widely used neurocognitive scores in terms of their ability to delineate patients with amnestic Mild Cognitive Impairmen...

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Main Authors: Vasilis Z. Marmarelis, Dae C. Shin, Takashi Tarumi, Rong Zhang
Format: Article
Language:English
Published: Wiley 2019-08-01
Series:Brain and Behavior
Subjects:
Online Access:https://doi.org/10.1002/brb3.1356
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spelling doaj-c3a1428e63a645d29b0ea1bde5012d262020-11-25T03:14:51ZengWileyBrain and Behavior2162-32792019-08-0198n/an/a10.1002/brb3.1356Comparing model‐based cerebrovascular physiomarkers with DTI biomarkers in MCI patientsVasilis Z. Marmarelis0Dae C. Shin1Takashi Tarumi2Rong Zhang3Department of Biomedical Engineering University of Southern California Los Angeles CaliforniaBiomedical Simulations Resource Center University of Southern California Los Angeles CaliforniaNeurology and Neurotherapeutics UT Southwestern Medical Center Dallas TexasNeurology and Neurotherapeutics UT Southwestern Medical Center Dallas TexasAbstract Objective To compare the novel model‐based hemodynamic physiomarker of Dynamic Vasomotor Reactivity (DVR) with biomarkers based on Diffusion Tensor Imaging (DTI) and some widely used neurocognitive scores in terms of their ability to delineate patients with amnestic Mild Cognitive Impairment (MCI) from age‐matched cognitively normal controls. Materials & Methods The model‐based DVR and MRI‐based DTI markers were obtained from 36 patients with amnestic MCI and 16 age‐matched controls without cognitive impairment, for whom widely used neurocognitive scores were available. These markers and scores were subsequently compared in terms of statistical delineation between patients and controls. Results It was found that statistically significant delineation between MCI patients and controls was comparable for DVR or DTI markers (p < 0.01). The performance of both types of markers was consistent with the scores of some (but not all) widely used neurocognitive tests. Conclusion Since DTI offers a measure of cerebral white matter integrity, the results suggest that the model‐based hemodynamic marker of DVR may correlate with cognitive impairment due to white matter lesions. This finding is consistent with the hypothesis that dysregulation of cerebral microcirculation may be an early cause of cognitive impairment, which has been recently corroborated by several studies.https://doi.org/10.1002/brb3.1356Alzheimer's diseasecerebral flow regulationdiffusion tensor imaginghemodynamic physiomarkersmild cognitive impairmentmodel‐based diagnostic physiomarkers
collection DOAJ
language English
format Article
sources DOAJ
author Vasilis Z. Marmarelis
Dae C. Shin
Takashi Tarumi
Rong Zhang
spellingShingle Vasilis Z. Marmarelis
Dae C. Shin
Takashi Tarumi
Rong Zhang
Comparing model‐based cerebrovascular physiomarkers with DTI biomarkers in MCI patients
Brain and Behavior
Alzheimer's disease
cerebral flow regulation
diffusion tensor imaging
hemodynamic physiomarkers
mild cognitive impairment
model‐based diagnostic physiomarkers
author_facet Vasilis Z. Marmarelis
Dae C. Shin
Takashi Tarumi
Rong Zhang
author_sort Vasilis Z. Marmarelis
title Comparing model‐based cerebrovascular physiomarkers with DTI biomarkers in MCI patients
title_short Comparing model‐based cerebrovascular physiomarkers with DTI biomarkers in MCI patients
title_full Comparing model‐based cerebrovascular physiomarkers with DTI biomarkers in MCI patients
title_fullStr Comparing model‐based cerebrovascular physiomarkers with DTI biomarkers in MCI patients
title_full_unstemmed Comparing model‐based cerebrovascular physiomarkers with DTI biomarkers in MCI patients
title_sort comparing model‐based cerebrovascular physiomarkers with dti biomarkers in mci patients
publisher Wiley
series Brain and Behavior
issn 2162-3279
publishDate 2019-08-01
description Abstract Objective To compare the novel model‐based hemodynamic physiomarker of Dynamic Vasomotor Reactivity (DVR) with biomarkers based on Diffusion Tensor Imaging (DTI) and some widely used neurocognitive scores in terms of their ability to delineate patients with amnestic Mild Cognitive Impairment (MCI) from age‐matched cognitively normal controls. Materials & Methods The model‐based DVR and MRI‐based DTI markers were obtained from 36 patients with amnestic MCI and 16 age‐matched controls without cognitive impairment, for whom widely used neurocognitive scores were available. These markers and scores were subsequently compared in terms of statistical delineation between patients and controls. Results It was found that statistically significant delineation between MCI patients and controls was comparable for DVR or DTI markers (p < 0.01). The performance of both types of markers was consistent with the scores of some (but not all) widely used neurocognitive tests. Conclusion Since DTI offers a measure of cerebral white matter integrity, the results suggest that the model‐based hemodynamic marker of DVR may correlate with cognitive impairment due to white matter lesions. This finding is consistent with the hypothesis that dysregulation of cerebral microcirculation may be an early cause of cognitive impairment, which has been recently corroborated by several studies.
topic Alzheimer's disease
cerebral flow regulation
diffusion tensor imaging
hemodynamic physiomarkers
mild cognitive impairment
model‐based diagnostic physiomarkers
url https://doi.org/10.1002/brb3.1356
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