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Iterative analysis of cerebrovascular reactivity dynamic response by temporal decomposition

Authors :
Oliver Bozinov
Andreas R. Luft
Marco Piccirelli
Joseph A. Fisher
Athina Pangalu
Jorn Fierstra
Michael Weller
Luca Regli
Antonios Valavanis
Christiaan Hendrik Bas van Niftrik
University of Zurich
Fierstra, Jorn
Source :
Brain and Behavior
Publication Year :
2017

Abstract

Objective To improve quantitative cerebrovascular reactivity (CVR) measurements and CO 2 arrival times, we present an iterative analysis capable of decomposing different temporal components of the dynamic carbon dioxide‐ Blood Oxygen‐Level Dependent (CO 2‐BOLD) relationship. Experimental Design Decomposition of the dynamic parameters included a redefinition of the voxel‐wise CO 2 arrival time, and a separation from the vascular response to a stepwise increase in CO 2 (Delay to signal Plateau – DTP) and a decrease in CO 2 (Delay to signal Baseline –DTB). Twenty‐five (normal) datasets, obtained from BOLD MRI combined with a standardized pseudo‐square wave CO 2 change, were co‐registered to generate reference atlases for the aforementioned dynamic processes to score the voxel‐by‐voxel deviation probability from normal range. This analysis is further illustrated in two subjects with unilateral carotid artery occlusion using these reference atlases. Principal Observations We have found that our redefined CO 2 arrival time resulted in the best data fit. Additionally, excluding both dynamic BOLD phases (DTP and DTB) resulted in a static CVR, that is maximal response, defined as CVR calculated only over a normocapnic and hypercapnic calibrated plateau. Conclusion Decomposition and novel iterative modeling of different temporal components of the dynamic CO 2‐BOLD relationship improves quantitative CVR measurements.

Details

Language :
English
Database :
OpenAIRE
Journal :
Brain and Behavior
Accession number :
edsair.doi.dedup.....4e35ebcb1921fa55fefb030a28959a8b
Full Text :
https://doi.org/10.5167/uzh-139589