Repetitive Transcranial Magnetic Stimulation (rTMS) applied over the left dorsolateral prefrontal cortex (DLPFC) alleviates mood in major depression. This treatment received FDA approval in 2009 and is now in routine clinical use for the treatment of major depression. A recently published sham-controlled study showed a response rate of 14% in real rTMS compared to 5% in sham rTMS. The response, defined by a greater than 50% reduction in the Hamilton Depression Rating Scale from pre-treatment to post-treatment, was also found to be 14% in one recent meta-analysis. The inclusion criteria in these studies admitted a broad spectrum of participants, ranging from subjects having a first major depressive episode, to those having failed multiple medication trials, suggesting that a subgroup with a more robust response may be masked by an unresponsive group. Abnormal function of the left frontal lobe accompanies major depression and this may be normalized by rTMS Cerebral blood flow measured with SPECT imaging was reduced in the left DLPFC of depressed subjects and was increased during and after a course of rTMS over the left DLPFC. Decreased blood flow was found in a broader region of frontal and paralimbic regions in depressed individuals and treatment success was associated with decreased blood flow in the inferior frontal lobes both pre- and post- treatment. Greater post-treatment vs. pre-treatment BOLD activation of left frontal regions was demonstrated using fMRI in a planning task that engages the frontal lobes. Left prefrontal myo-inositol is reduced in depressed subjects and this is normalized by rTMS. The above functional abnormalities view the frontal lobe in isolation. However, recent work has demonstrated a network-based structural marker of risk for familial depression consisting of decreased cortical and white mater volume. Resting state fMRI (rs-fMRI) tests cross-regional temporal coherence in low frequency oscillations in brain responses (\~0.1 Hz) that are believed to represent spontaneous neural activity. Correlated spontaneous fluctuations are understood to reflect functional connections between brain regions that arise through a history of co-activation across one's lifetime. Previous work has shown that depressed patients exhibit altered functional connectivity patterns as gauged by rs-fMRI, and some studies suggest that these differences may be mitigated by treatment with antidepressant medications. However, whether and how TMS may affect functional connectivity is unknown. I propose to acquire the several described MRI types both before and after rTMS treatment in a search for predictive markers of rTMS treatment success as well as markers of treatment-induced change. Arterial spin labeling will be acquired to measure the blood flow distribution throughout the brain, both to confirm the SPECT results already reported and to test for additional regions of change. Resting state fMRI will be collected and DTI will be used to explore the structural basis of functional network changes. Structural MRI will be collected to measure cortical thickness and white matter volumes that may be predictive of rTMS response. Magnetic resonance spectroscopy will be collected to confirm the previously reported finding of rTMS-induced myo-inositol changes, as well as to consider the Glutamate/Glutamine and GABA spectra, given the importance of these neurotransmitters in theories of depression.