Aaron Benjamin Simon1, Valerie E M Griffeth1, Richard B. Buxton2
1Bioengineering, University of California San Diego, La Jolla, CA, United States; 2Radiology, University of California San Diego, La Jolla, CA, United States
We examined whether we could estimate the CMRO2 response to a stimulus, as well as the uncertainty of that estimate, by measuring baseline R2' and the CBF and BOLD responses. We related the three measurements to the CMRO2 response through a detailed, multi-compartment BOLD model and adopted a Bayesian approach to determine how uncertainty in unmeasured physiological parameters of the model affected the precision of the estimate the CMRO2 response. We tested the method with a hypercapnia challenge and found that the estimate agreed well with previous work but that the unmeasured parameters produced considerable uncertainty in the estimate.