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Reading electric minds: How blood reveals the spark Michelle Rigozzi Integrating the evoked response potential (ERP) with the functional magnetic resonance imaging blood oxygen level dependent (fMRI BOLD) response
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In the beginning… Stimulus Neurons fire Oxygen deficiency. Increase in dHb Blood rushes in Oxygen excess. dHb drops
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ER P Evoked response potential reads neuronal activity Advantage: –High temporal resolution
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fMRI BOLD Functional magnetic resonance imaging Blood oxygen level dependent reads dHb levels Advantage: High spatial resolution
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What we know Yet we are still to uncover…
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…the gap Is one really just a slow version of the other? How is the underlying neuronal activity (ERP) manifested through the haemodynamic BOLD response? New insights for future models?
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Super models Robinson & Rennie – neuronal model –P. A. Robinson, C.J. Rennie et al., 2002. Neurophysical Modeling of Brain Dynamics. Phys. Rev. E. Friston – haemodynamic model –Friston, K.J., 2003. Dynamic Causal Modelling. NeuroImage 0.
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Real sparky Friston Robinson & Rennie Neuronal networks Electrical Response (Activity) input BOLD
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∫ing models…
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Testing, testing… General behaviour, reliability and limits of equations ERP v BOLD response when changing: –Overall amplitude of a biphasic ERP –ERP peak ratio –Width of ERP
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Changing ERP amplitude Fix peak ratio ERP = BOLD Hypothesis
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Changing ERP peak ratios Vary height of 2 nd peak Hypothesis: –Area of ERP BOLD
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Changing ERP width Amplitude same, width stretched Hypothesis: ERP = BOLD
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Log-log Linear-linear
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What the future holds… We now know: –The peak amplitudes are linearly related –BOLD reflects integral of ERP –Linearity is lost once stimulation lengthens Shape of ERP is critical – The relationship still has much to reveal!
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Got you thinking?
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