A model of neurovascular coupling and the BOLD response: PART I.
The mechanisms with which neurons communicate with the vasculature to increase blood flow, termed neurovascular coupling is still unclear primarily due to the complex interactions between many parameters and the difficulty in accessing, monitoring and measuring them in the highly heterogeneous brain. Hence a solid theoretical framework based on existing experimental knowledge is necessary to study the relation between neural activity, the associated vasoactive factors released and their effects on the vasculature. Such a framework should also be related to experimental data so that it can be validated against repetitive experiments and generate verifiable hypothesis. We have developed a mathematical model which describes a signaling mechanism of neurovascular coupling with a model of pyramidal neuron and its corresponding fMRI BOLD response. In the first part of two papers we describe the integration of the neurovascular coupling unit extended to include a complex neuron model, which includes the important Na/K ATPase pump, with a model that provides a BOLD signal taking its input from the cerebral blood flow and the metabolic rate of oxygen consumption. We show that this produces a viable signal in terms of initial dip, positive and negative BOLD signals.
a UC HPC , University of Canterbury , Christchurch , New Zealand .
E J
EJ
Mathias
b School of Mathematics and Statistics , University of Canterbury , Christchurch , New Zealand .
M J
MJ
Plank
a UC HPC , University of Canterbury , Christchurch , New Zealand .
T
T
David
D001931:Brain Mapping; D002560:Cerebrovascular Circulation / Q000502:physiology; D006801:Humans; D008279:Magnetic Resonance Imaging; D008959:Models, Neurological; D009474:Neurons / Q000502:physiology; D000069336:Neurovascular Coupling; D010100:Oxygen / Q000097:blood*; D010101:Oxygen Consumption
D010100:Oxygen
Neurovascular coupling; fMRI BOLD response; mathematical modelling