Laboratory 2: Introduction to fMRI Data and Analysis September 18, 2006 HST.583 Divya Bolar.

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Presentation transcript:

Laboratory 2: Introduction to fMRI Data and Analysis September 18, 2006 HST.583 Divya Bolar

What is functional MRI? Broad sense: fMRI refers to any MR technique that goes beyond anatomy to measure aspects of local physiology. Broad sense: fMRI refers to any MR technique that goes beyond anatomy to measure aspects of local physiology. Specific sense: fMRI refers to MR techniques that investigate changes in brain function over time. Specific sense: fMRI refers to MR techniques that investigate changes in brain function over time. Brain function/ information processing results from the activity of ensembles of neurons. Brain function/ information processing results from the activity of ensembles of neurons. Primary goal of fMRI is to detect signal changes corresponding to neuronal activity. Primary goal of fMRI is to detect signal changes corresponding to neuronal activity. Buxton RB. Introduction to Functional Magnetic Resonance Imaging, Huettel S, Song AW, McCarthy G. Funcitonal Magnetic Resonance Imaging, 2004.

How do we measure neuronal activity with MRI? Currently not possible to directly measure neural activity (i.e. firing of action potentials) with MRI Currently not possible to directly measure neural activity (i.e. firing of action potentials) with MRI Can visualize downstream correlates of neural activity Can visualize downstream correlates of neural activity Neural Activity Cellular Metabolism Blood Flow Venous [deoxyHb] Blood oxygen level dependence (BOLD) Simplified Flowchart

BOLD Imaging Deoxyhemoglobin is paramagnetic; changes susceptibility of blood Deoxyhemoglobin is paramagnetic; changes susceptibility of blood As blood becomes more deoxygenated (i.e. ↑ [dHb]), MRI signal decreases As blood becomes more deoxygenated (i.e. ↑ [dHb]), MRI signal decreases Increased neural activity results in decreased [dHb] in venous blood Increased neural activity results in decreased [dHb] in venous blood MRI signal thus increases with increased brain activity* MRI signal thus increases with increased brain activity*

BOLD Imaging: Timing BOLD effect is dependent on so-called “hemodynamic response” BOLD effect is dependent on so-called “hemodynamic response” Hemodynamic response describes how blood flow changes over time, in response to neural activation Hemodynamic response describes how blood flow changes over time, in response to neural activation Hemodynamic response does not instantaneously follow neural activity; it occurs with delay and dispersion Hemodynamic response does not instantaneously follow neural activity; it occurs with delay and dispersion

Example Hemodynamic Response (impulse response) Time to peak Width of FWHM Delay Dispersion Impulse

Total task/ scan time: 6 minutes Sample fMRI paradigm: Simple visual task; flashing circle checkerboard (8 Hz) OFF ON OFF ON OFF ON Time series fMRI data of visual cortex voxel matches paradigmTime series fMRI data of visual cortex voxel matches paradigm Indicates a positive BOLD effect; i.e. decreased [dHb] as a result of neural activationIndicates a positive BOLD effect; i.e. decreased [dHb] as a result of neural activation This is fMRI!This is fMRI! 1 min

Goals of laboratory 2: Goal 1: Get familiar with sample fMRI data set from visual hemifield stimulation task (Neurolens 1 tutorial, exercises 1 and 2) Goal 1: Get familiar with sample fMRI data set from visual hemifield stimulation task (Neurolens 1 tutorial, exercises 1 and 2) Goal 2: Successfully analyze data set and show appropriate activations (Neurolens tutorial, exercises 3 and 4) Goal 2: Successfully analyze data set and show appropriate activations (Neurolens tutorial, exercises 3 and 4) Goal 3: Answer laboratory questions and do exercises on handout (graded) Goal 3: Answer laboratory questions and do exercises on handout (graded) Bonus: Neurolens tutorial, exercises 5 and 6 Bonus: Neurolens tutorial, exercises 5 and 6 1. Hoge RD,

Left hemifield Right hemifield Visual stimulus seen by subject 32 sec Visual Task: Interleaved left and right visual field stimulation (8 Hz flashing checkerboard)

So where should we expect activation??

So where should we expect activation? Primary activation should be in contralateral visual cortex Primary activation should be in contralateral visual cortex Will be slight activation in ipsilateral visual cortex, due to some crosstalk. In other words, the flashing checkerboard stiumulus does not completely isolate L/R visual fields Will be slight activation in ipsilateral visual cortex, due to some crosstalk. In other words, the flashing checkerboard stiumulus does not completely isolate L/R visual fields