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To investigate the pattern of relationships among the activated brain areas, regions LMTK2 of interest (ROI) were selected based on clusters of functional activation identified from the normalized averaged group data for each target. Pearson correlation was performed to compare the maximum signal intensity of each ROI (See Supplementary data Fig. S3). Factor analysis based on principal component analysis (PCA) with varimax rotation of the correlation matrix was then performed to identify patterns among the ROIs, and was followed by k-means clustering of the three-dimensional Eigen plot (Dunteman, 1989?and?Mardia et al., 1979). Agglomerative hierarchical clustering was also used to verify the number of clusters by the elbow rule (Anderberg, 1973) (Statistical Package for the Social Sciences, version 20, IBM). Stimulation of both STN (Table?1 and Fig.?2) learn more and EN/GPi DBS (Table?1 and Fig.?3) significantly increased the BOLD signal in the ipsilateral sensorimotor network, including the premotor cortex, primary motor cortex, and primary somatosensory cortex (FDR?click here nucleus (PPN), the contralateral temporal cortex, parahippocampal gyrus, and cerebellum (Table?1). EN/GPi DBS was uniquely associated with periaqueductal gray and superior colliculus activation (Table?1). In the single subject experiment testing SN stimulation, DBS activated bilateral caudate nuclei, including activation of the putamen, with a stronger ipsilateral than contralateral activation. There were no regions of negative BOLD signal induced by DBS in any group. The time course representing percent change in the BOLD signal versus time demonstrated clear increases that were time-locked with each of the five blocks of stimulation pulses in each ROI (Fig. S2). Figs. 4, A and B, show a comparison between ROI cluster sizes and the event-related time course of percent change in the BOLD signal of STN versus EN/GPi stimulation. STN stimulation resulted in larger cluster size, >?30% increase than EN/GPi, which included premotor cortex, primary motor cortex, insular cortex, caudate nucleus and anterior cingulate cortex. STN stimulation also induced higher BOLD% change in the caudate than did EN/GPi (p?