controls (Leistedt et al., 2009). Most intriguingly, a recent analysis applying graph theoretic techniques to resting-state fMRI functional connectivity data demonstrated a significant decrease in mean path length in depressed patients, primarily due to an increase in functional connectivity within a network comprised of several DMN regions (Zhang et al, 2011).