In order to gain an insight into the dynamics of the cardiovascular system throughout which the blood circulates, the signals measured from peripheral blood flow in humans were analyzed by calculating the Lyapunov exponents. Over a wide range of algorithm parameters, paired values of both the global
Nonlinear temporal dynamics of the cerebral blood flow response
β Scribed by Karla L. Miller; Wen-Ming Luh; Thomas T. Liu; Antigona Martinez; Takayuki Obata; Eric C. Wong; Lawrence R. Frank; Richard B. Buxton
- Publisher
- John Wiley and Sons
- Year
- 2001
- Tongue
- English
- Weight
- 322 KB
- Volume
- 13
- Category
- Article
- ISSN
- 1065-9471
- DOI
- 10.1002/hbm.1020
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β¦ Synopsis
Abstract
The linearity of the cerebral perfusion response relative to stimulus duration is an important consideration in the characterization of the relationship between regional cerebral blood flow (CBF), cerebral metabolism, and the blood oxygenation level dependent (BOLD) signal. It is also a critical component in the design and analysis of functional neuroimaging studies. To study the linearity of the CBF response to different duration stimuli, the perfusion response in primary motor and visual cortices was measured during stimulation using an arterial spin labeling technique with magnetic resonance imaging (MRI) that allows simultaneous measurement of CBF and BOLD changes. In each study, the perfusion response was measured for stimuli lasting 2, 6, and 18 sec. The CBF response was found in general to be nonlinearly related to stimulus duration, although the strength of nonlinearity varied between the motor and visual cortices. In contrast, the BOLD response was found to be strongly nonlinear in both regions studied, in agreement with previous findings. The observed nonlinearities are consistent with a model with a nonlinear step from stimulus to neural activity, a linear step from neural activity to CBF change, and a nonlinear step from CBF change to BOLD signal change. Hum. Brain Mapping 13:1β12, 2001. Β© 2001 WileyβLiss, Inc.
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