Cargando…

Comparison of Model-Based Indices of Cerebral Autoregulation and Vasomotor Reactivity Using Transcranial Doppler versus Near-Infrared Spectroscopy in Patients with Amnestic Mild Cognitive Impairment

We recently introduced model-based “physiomarkers” of dynamic cerebral autoregulation and CO2 vasomotor reactivity as an aid for diagnosis of early-stage Alzheimer’s disease (AD) [1], where significant impairment of dynamic vasomotor reactivity (DVR) was observed in early-stage AD patients relative...

Descripción completa

Detalles Bibliográficos
Autores principales: Marmarelis, Vasilis Z., Shin, Dae C., Tarumi, Takashi, Zhang, Rong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IOS Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5240580/
https://www.ncbi.nlm.nih.gov/pubmed/27911329
http://dx.doi.org/10.3233/JAD-161004
_version_ 1782496098435203072
author Marmarelis, Vasilis Z.
Shin, Dae C.
Tarumi, Takashi
Zhang, Rong
author_facet Marmarelis, Vasilis Z.
Shin, Dae C.
Tarumi, Takashi
Zhang, Rong
author_sort Marmarelis, Vasilis Z.
collection PubMed
description We recently introduced model-based “physiomarkers” of dynamic cerebral autoregulation and CO2 vasomotor reactivity as an aid for diagnosis of early-stage Alzheimer’s disease (AD) [1], where significant impairment of dynamic vasomotor reactivity (DVR) was observed in early-stage AD patients relative to age-matched controls. Milder impairment of DVR was shown in patients with amnestic mild cognitive impairment (MCI) using the same approach in a subsequent study [2]. The advocated approach utilizes subject-specific data-based models of cerebral hemodynamics to quantify the dynamic effects of resting-state changes in arterial blood pressure and end-tidal CO2 (the putative inputs) upon cerebral blood flow velocity (the putative output) measured at the middle cerebral artery via transcranial Doppler (TCD). The obtained input-output models are then used to compute model-based indices of DCA and DVR from model-predicted responses to an input pressure pulse or an input CO2 pulse, respectively. In this paper, we compare these model-based indices of DVR and DCA in 46 amnestic MCI patients, relative to 20 age-matched controls, using TCD measurements with their counterparts using Near-Infrared Spectroscopy (NIRS) measurements of blood oxygenation at the lateral prefrontal cortex in 43 patients and 22 age-matched controls. The goal of the study is to assess whether NIRS measurements can be used instead of TCD measurements to obtain model-based physiomarkers with comparable diagnostic utility. The results corroborate this view in terms of the ability of either output to yield model-based physiomarkers that can differentiate the group of aMCI patients from age-matched healthy controls.
format Online
Article
Text
id pubmed-5240580
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher IOS Press
record_format MEDLINE/PubMed
spelling pubmed-52405802017-01-23 Comparison of Model-Based Indices of Cerebral Autoregulation and Vasomotor Reactivity Using Transcranial Doppler versus Near-Infrared Spectroscopy in Patients with Amnestic Mild Cognitive Impairment Marmarelis, Vasilis Z. Shin, Dae C. Tarumi, Takashi Zhang, Rong J Alzheimers Dis Research Article We recently introduced model-based “physiomarkers” of dynamic cerebral autoregulation and CO2 vasomotor reactivity as an aid for diagnosis of early-stage Alzheimer’s disease (AD) [1], where significant impairment of dynamic vasomotor reactivity (DVR) was observed in early-stage AD patients relative to age-matched controls. Milder impairment of DVR was shown in patients with amnestic mild cognitive impairment (MCI) using the same approach in a subsequent study [2]. The advocated approach utilizes subject-specific data-based models of cerebral hemodynamics to quantify the dynamic effects of resting-state changes in arterial blood pressure and end-tidal CO2 (the putative inputs) upon cerebral blood flow velocity (the putative output) measured at the middle cerebral artery via transcranial Doppler (TCD). The obtained input-output models are then used to compute model-based indices of DCA and DVR from model-predicted responses to an input pressure pulse or an input CO2 pulse, respectively. In this paper, we compare these model-based indices of DVR and DCA in 46 amnestic MCI patients, relative to 20 age-matched controls, using TCD measurements with their counterparts using Near-Infrared Spectroscopy (NIRS) measurements of blood oxygenation at the lateral prefrontal cortex in 43 patients and 22 age-matched controls. The goal of the study is to assess whether NIRS measurements can be used instead of TCD measurements to obtain model-based physiomarkers with comparable diagnostic utility. The results corroborate this view in terms of the ability of either output to yield model-based physiomarkers that can differentiate the group of aMCI patients from age-matched healthy controls. IOS Press 2017-01-12 /pmc/articles/PMC5240580/ /pubmed/27911329 http://dx.doi.org/10.3233/JAD-161004 Text en IOS Press and the authors. All rights reserved https://creativecommons.org/licenses/by-nc/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution Non-Commercial (CC BY-NC 4.0) License (https://creativecommons.org/licenses/by-nc/4.0/) , which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Marmarelis, Vasilis Z.
Shin, Dae C.
Tarumi, Takashi
Zhang, Rong
Comparison of Model-Based Indices of Cerebral Autoregulation and Vasomotor Reactivity Using Transcranial Doppler versus Near-Infrared Spectroscopy in Patients with Amnestic Mild Cognitive Impairment
title Comparison of Model-Based Indices of Cerebral Autoregulation and Vasomotor Reactivity Using Transcranial Doppler versus Near-Infrared Spectroscopy in Patients with Amnestic Mild Cognitive Impairment
title_full Comparison of Model-Based Indices of Cerebral Autoregulation and Vasomotor Reactivity Using Transcranial Doppler versus Near-Infrared Spectroscopy in Patients with Amnestic Mild Cognitive Impairment
title_fullStr Comparison of Model-Based Indices of Cerebral Autoregulation and Vasomotor Reactivity Using Transcranial Doppler versus Near-Infrared Spectroscopy in Patients with Amnestic Mild Cognitive Impairment
title_full_unstemmed Comparison of Model-Based Indices of Cerebral Autoregulation and Vasomotor Reactivity Using Transcranial Doppler versus Near-Infrared Spectroscopy in Patients with Amnestic Mild Cognitive Impairment
title_short Comparison of Model-Based Indices of Cerebral Autoregulation and Vasomotor Reactivity Using Transcranial Doppler versus Near-Infrared Spectroscopy in Patients with Amnestic Mild Cognitive Impairment
title_sort comparison of model-based indices of cerebral autoregulation and vasomotor reactivity using transcranial doppler versus near-infrared spectroscopy in patients with amnestic mild cognitive impairment
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5240580/
https://www.ncbi.nlm.nih.gov/pubmed/27911329
http://dx.doi.org/10.3233/JAD-161004
work_keys_str_mv AT marmarelisvasilisz comparisonofmodelbasedindicesofcerebralautoregulationandvasomotorreactivityusingtranscranialdopplerversusnearinfraredspectroscopyinpatientswithamnesticmildcognitiveimpairment
AT shindaec comparisonofmodelbasedindicesofcerebralautoregulationandvasomotorreactivityusingtranscranialdopplerversusnearinfraredspectroscopyinpatientswithamnesticmildcognitiveimpairment
AT tarumitakashi comparisonofmodelbasedindicesofcerebralautoregulationandvasomotorreactivityusingtranscranialdopplerversusnearinfraredspectroscopyinpatientswithamnesticmildcognitiveimpairment
AT zhangrong comparisonofmodelbasedindicesofcerebralautoregulationandvasomotorreactivityusingtranscranialdopplerversusnearinfraredspectroscopyinpatientswithamnesticmildcognitiveimpairment