Dysregulation of cerebral perfusion dynamics is associated with Alzheimer's disease

Abstract INTRODUCTION A novel physio‐marker, termed “cerebrovascular dynamics index” (CDI), was developed and evaluated in a multi‐center National Institutes of Health (NIH)–funded study for improved diagnosis of mild cognitive impairment (MCI) and its transition to Alzheimer's disease (AD). ME...

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Published in:Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring
Main Authors: Vasilis Marmarelis, Sandy Billinger, Elizabeth Joe, Dae Shin, Suhaib Hashem, Jasmin Rizko, Emily Hazen, Danilo Cardim, Jeff Burns, Rong Zhang, Helena C. Chui
Format: Article
Language:English
Published: Wiley 2025-07-01
Subjects:
Online Access:https://doi.org/10.1002/dad2.70134
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author Vasilis Marmarelis
Sandy Billinger
Elizabeth Joe
Dae Shin
Suhaib Hashem
Jasmin Rizko
Emily Hazen
Danilo Cardim
Jeff Burns
Rong Zhang
Helena C. Chui
author_facet Vasilis Marmarelis
Sandy Billinger
Elizabeth Joe
Dae Shin
Suhaib Hashem
Jasmin Rizko
Emily Hazen
Danilo Cardim
Jeff Burns
Rong Zhang
Helena C. Chui
author_sort Vasilis Marmarelis
collection DOAJ
container_title Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring
description Abstract INTRODUCTION A novel physio‐marker, termed “cerebrovascular dynamics index” (CDI), was developed and evaluated in a multi‐center National Institutes of Health (NIH)–funded study for improved diagnosis of mild cognitive impairment (MCI) and its transition to Alzheimer's disease (AD). METHODS The CDI quantifies the regulation dynamics of cerebral perfusion and oxygenation (which adjust autonomously blood flow and oxygen delivery over time) through predictive dynamic modeling using relevant time‐series data. RESULTS Cross‐sectional results demonstrated excellent diagnostic performance of CDI in differentiating 90 MCI/AD patients from 77 controls (area under the curve (AUC) =  0.96), which surpassed the commonly used biomarker of amyloid positron emission tomography–standardized uptake value ratio (PET‐SUVR) (AUC = 0.78) or cognitive screening tests of Mini‐Mental State Examination (MMSE) and Montreal Cognitive Assessment (MoCA) (AUC = 0.91 and 0.92, respectively). The CDI can also be used for disease staging because it differentiated 56 MCI from 34 mild AD participants (AUC = 0.98). CONCLUSION These findings offer the promise of a high‐performance diagnostic physio‐marker for MCI and AD, which can be obtained in a comfortable, rapid, and automated manner in clinical settings. Highlights Novel physio‐marker (cerebrovascular dynamics index [CDI]) quantifies the regulation dynamics of cerebral perfusion. The CDI was shown to improve mild cognitive impairment/Alzheimer's disease (MCI/AD) diagnosis (area under the curve [AUC] >0.95) relative to existing markers. The CDI is obtained non‐invasively, objectively, rapidly, and inexpensively. The CDI performance supports the key role of cerebrovascular dysfunction in AD. The CDI is obtained via dynamic modeling of hemodynamic/oxygenation time‐series data
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spelling doaj-art-dbc75e43d83a4847bf4bbd3c3c0eaeaf2025-09-30T09:48:48ZengWileyAlzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring2352-87292025-07-01173n/an/a10.1002/dad2.70134Dysregulation of cerebral perfusion dynamics is associated with Alzheimer's diseaseVasilis Marmarelis0Sandy Billinger1Elizabeth Joe2Dae Shin3Suhaib Hashem4Jasmin Rizko5Emily Hazen6Danilo Cardim7Jeff Burns8Rong Zhang9Helena C. Chui10Biomedical Enginering Department University of Southern California Los Angeles California USADepartment of Neurology Kansas University Medical Center Kansas City Kansas USADepartment of Neurology Keck School of Medicine University of Southern California Los Angeles California USABiomedical Enginering Department University of Southern California Los Angeles California USABiomedical Enginering Department University of Southern California Los Angeles California USABiomedical Enginering Department University of Southern California Los Angeles California USADepartment of Neurology Kansas University Medical Center Kansas City Kansas USADepartment of Neurology University of Texas Southwestern Medical Center Dallas Texas USAUniversity of Kansas Alzheimer's Disease Research Center Fairway Kansas USADepartment of Neurology University of Texas Southwestern Medical Center Dallas Texas USADepartment of Neurology Keck School of Medicine University of Southern California Los Angeles California USAAbstract INTRODUCTION A novel physio‐marker, termed “cerebrovascular dynamics index” (CDI), was developed and evaluated in a multi‐center National Institutes of Health (NIH)–funded study for improved diagnosis of mild cognitive impairment (MCI) and its transition to Alzheimer's disease (AD). METHODS The CDI quantifies the regulation dynamics of cerebral perfusion and oxygenation (which adjust autonomously blood flow and oxygen delivery over time) through predictive dynamic modeling using relevant time‐series data. RESULTS Cross‐sectional results demonstrated excellent diagnostic performance of CDI in differentiating 90 MCI/AD patients from 77 controls (area under the curve (AUC) =  0.96), which surpassed the commonly used biomarker of amyloid positron emission tomography–standardized uptake value ratio (PET‐SUVR) (AUC = 0.78) or cognitive screening tests of Mini‐Mental State Examination (MMSE) and Montreal Cognitive Assessment (MoCA) (AUC = 0.91 and 0.92, respectively). The CDI can also be used for disease staging because it differentiated 56 MCI from 34 mild AD participants (AUC = 0.98). CONCLUSION These findings offer the promise of a high‐performance diagnostic physio‐marker for MCI and AD, which can be obtained in a comfortable, rapid, and automated manner in clinical settings. Highlights Novel physio‐marker (cerebrovascular dynamics index [CDI]) quantifies the regulation dynamics of cerebral perfusion. The CDI was shown to improve mild cognitive impairment/Alzheimer's disease (MCI/AD) diagnosis (area under the curve [AUC] >0.95) relative to existing markers. The CDI is obtained non‐invasively, objectively, rapidly, and inexpensively. The CDI performance supports the key role of cerebrovascular dysfunction in AD. The CDI is obtained via dynamic modeling of hemodynamic/oxygenation time‐series datahttps://doi.org/10.1002/dad2.70134amyloid PET‐SUVR biomarkerdiagnostic biomarkers for Alzheimer's disease (AD)diagnostic biomarkers for mild cognitive impairment (MCI)MMSEMoCAregulation of cerebral perfusion
spellingShingle Vasilis Marmarelis
Sandy Billinger
Elizabeth Joe
Dae Shin
Suhaib Hashem
Jasmin Rizko
Emily Hazen
Danilo Cardim
Jeff Burns
Rong Zhang
Helena C. Chui
Dysregulation of cerebral perfusion dynamics is associated with Alzheimer's disease
amyloid PET‐SUVR biomarker
diagnostic biomarkers for Alzheimer's disease (AD)
diagnostic biomarkers for mild cognitive impairment (MCI)
MMSE
MoCA
regulation of cerebral perfusion
title Dysregulation of cerebral perfusion dynamics is associated with Alzheimer's disease
title_full Dysregulation of cerebral perfusion dynamics is associated with Alzheimer's disease
title_fullStr Dysregulation of cerebral perfusion dynamics is associated with Alzheimer's disease
title_full_unstemmed Dysregulation of cerebral perfusion dynamics is associated with Alzheimer's disease
title_short Dysregulation of cerebral perfusion dynamics is associated with Alzheimer's disease
title_sort dysregulation of cerebral perfusion dynamics is associated with alzheimer s disease
topic amyloid PET‐SUVR biomarker
diagnostic biomarkers for Alzheimer's disease (AD)
diagnostic biomarkers for mild cognitive impairment (MCI)
MMSE
MoCA
regulation of cerebral perfusion
url https://doi.org/10.1002/dad2.70134
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