Vascular dynamics and BOLD fMRI: CBF level effects and analysis considerations.
Changes in the cerebral blood flow (CBF) baseline produce significant changes to the hemodynamic response. This work shows that increases in the baseline blood flow level produce blood oxygenation-level dependent (BOLD) and blood flow responses that are slower and lower in amplitude, while decreases in the baseline blood flow level produce faster and higher amplitude hemodynamic responses. This effect was characterized using a vascular model of the hemodynamic response that separated arterial blood flow response from the venous blood volume response and linked the input stimulus to the vascular response. The model predicted the baseline blood flow level effects to be dominated by changes in the arterial vasculature. Specifically, it predicted changes in the arterial blood flow time constant and venous blood volume time constant parameters of +294% and -24%, respectively, for a 27% increase in the baseline blood flow. The vascular model performance was compared to an empirical model of the hemodynamic response. The vascular and empirical hemodynamic models captured most of the baseline blood flow level effects observed and can be used to correct for these effects in fMRI data. While the empirical hemodynamic model is easy to implement, it did not incorporate any explicit physiological information.
Vazquez
Alberto L
AL
Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109-2108, USA. towi@umich.edu
Cohen
Eric R
ER
Gulani
Vikas
V
Hernandez-Garcia
Luis
L
Zheng
Ying
Y
Lee
Gregory R
GR
Kim
Seong-Gi
SG
Grotberg
James B
JB
Noll
Douglas C
DC
D000465:Algorithms; D002555:Cerebrospinal Fluid / Q000502:physiology*; D002560:Cerebrovascular Circulation / Q000502:physiology*; D003463:Cues; D003627:Data Interpretation, Statistical; D005385:Fingers; D006801:Humans; D007091:Image Processing, Computer-Assisted / Q000706:statistics & numerical data*; D008279:Magnetic Resonance Imaging; D015233:Models, Statistical; D009068:Movement / Q000502:physiology; D010100:Oxygen / Q000097:blood*; D010775:Photic Stimulation; D011597:Psychomotor Performance / Q000502:physiology
D010100:Oxygen