Functional Connectivity as a Biomarker of rTMS

Transcranial Magnetic Stimulation (TMS) is a non-invasive technique which applies magnetic pulses to the brain via a coil inducing an electrical current in the brain. Stimulation is typically applied at sufficient intensity to trigger action potentials in nearby neurons.The motor threshold is defined as the minimum percentage of the stimulator output to elicit a motor evoked potential. Repetitive TMS (rTMS) was delivered at 100% of the motor evoked potential threshold with repeated magnetic pulses at a frequency of 20 Hz. Functional MRI (fMRI) measures the change in oxygenated blood in the brain; at rest these levels fluctuate over time. These fluctuations can be similar between different parts of the brain. FC is the similarity in fluctuations of these fMRI signals and suggest how strongly two regions communicate with each other. We measured how TMS can change FC between specific areas of the brain. A positive score suggests a stronger communication between regions of the brain.

Participants studied 20 face-word pairs, and after a short delay, were required to recall the word associated with each pair. The number of correctly remembered pairs was recorded. rTMS was administered over different regions of the brain over 3 days. The Associative Memory test was administered at baseline (within a week before the first rTMS session), 1 day after the last rTMS session, and again 7-14 days after the last rTMS session. We calculated improvements on this task by subtracting the number of successfully remembered pairs 1 day after stimulation from the number remembered at baseline ("Changes one day after rTMS"). We also calculated whether these improvements lasted longer by subtracting the number of successfully remembered pairs 7-14 days after stimulation from the number remembered at baseline ("Changes 7-14 days after rTMS"). Positive scores represent increases in associative memory.

Participants learn implicit, probabilistic relationships between stimuli and responses through feedback. 1, 2 and 3 card combinations of 4 possible cards are presented on a computer; the subject is asked to predict whether it will be rainy or fine. After each prediction, the subject receives corrective feedback. Each card is independently associated with one outcome with a fixed probability.The WPT was administered at baseline and 1 day after and 7-14 days after the last rTMS session. Scores at each time point represent the proportion of responses associated with a reward (optimal responses). We calculated improvement by subtracting the number of optimal responses 1 day after stimulation from the number at baseline (Changes one day after rTMS). We also calculated if these improvements lasted longer by subtracting the number of optimal responses 7-14 days after stimulation from the number at baseline (Changes 7-14 days after rTMS).Positive scores represent increases in implicit memory.