Over the last year, much emphasis has been place on the analysis of electrophysiological data in order to better understand spontaneous fluctuations in the fMRI signal. Much of this work has been done on concurrently acquired EEG-fMRI data, and primate data obtained by the laboratories of David Leopold (NIMH/NIH) and Naotaka Fujii (BSI, RIKEN, Japan). In the EEG-fMRI data, it was found that the spatial correlation present in fMRI data, often thought to represent neuronal communication, was strongly dependent on EEG band limited power in specific frequency bands (alpha and theta). Similar to an earlier study in the lab, this was interpreted as the effect of alertness on spontaneous brain activity. Extending the earlier study, not only the level but also the spatial characteristics of the correlation changed with changes in alertness. To further investigate this, ECoG data collected over large swaths of primate brain was analyzed, with the goal of characterizing apparent networks of neuro-electrical communication. It was found that correlated variations in neuro-electrical signals occurred in clusters of electrodes whose spatial distribution was strikingly similar to the spatial correlation patterns found with fMRI. Furthermore, correlation patterns did not vary significantly across various states of alertness, including attentive and unattentive waking, as well as sleep. This suggests that the correlational patterns present in fMRI data in part result from neuro-electrical activity, but that this activity may not have direct relevance for waking behavior. Additionally, it was found that the spatial correlation of neuro-electrical activity is not specific to any oscillatory frequency band but rather has broadband characteristics. This is suggestive of brief electrophysiological events underlying MRI signal correlation. Based on this, further analysis focuses on analysis of concurrently acquired electrophysiology/MRI data. The use of magnetic susceptibility contrast to infer brain myelin content is ongoing. Currently, in collaboration with the laboratory of Danny Reich, systematic studies are underway to investigate the utility of susceptibility contrast, specifically the effect of myelin on the T2*-signal decay curve, in detecting abnormalities in multiple sclerosis. In addition, a myelin mapping approach based on a novel magnetization transfer technique is being evaluated on marmoset brain, with the goal of assessing specificity and sensitivity.

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8
Fiscal Year
2014
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Liu, Xiao; Zhang, Nanyin; Chang, Catie et al. (2018) Co-activation patterns in resting-state fMRI signals. Neuroimage 180:485-494
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Mandelkow, H; de Zwart, J A; Duyn, J H (2017) Effects of spatial fMRI resolution on the classification of naturalistic movies. Neuroimage 162:45-55
Duyn, Jeff H; Schenck, John (2017) Contributions to magnetic susceptibility of brain tissue. NMR Biomed 30:
van Gelderen, Peter; Jiang, Xu; Duyn, Jeff H (2017) Rapid measurement of brain macromolecular proton fraction with transient saturation transfer MRI. Magn Reson Med 77:2174-2185

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