N100 as a response prediction biomarker for accelerated 1 Hz right DLPFC-rTMS in major depression.

BACKGROUND AND OBJECTIVE: Repetitive transcranial magnetic stimulation (rTMS) is a safe and effective treatment for major depressive disorder (MDD); however, this treatment currently lacks reliable biomarkers of treatment response. TMS-evoked potentials (TEPs), measured using TMS-electroencephalography (TMS-EEG), have been suggested as potential biomarker candidates, with the N100 peak being one of the most promising. This study investigated the association between baseline N100 amplitude and 1 Hz right dorsolateral prefrontal cortex (R-DLPFC) accelerated rTMS (arTMS) treatment in MDD. METHODS: Baseline TMS-EEG sessions were performed for 23 MDD patients. All patients then underwent 40 sessions of 1 Hz R-DLPFC (F4) arTMS over 5 days and a follow-up TMS-EEG session one week after the end of theses arTMS sessions. RESULTS: Baseline N100 amplitude at F4 showed a strong positive association (p < .001) with treatment outcome. The association between the change in N100 amplitude (baseline to follow-up) and treatment outcome did not remain significant after Bonferroni correction (p = .06, corrected; p = .03, uncorrected). Furthermore, treatment responders had a significantly larger mean baseline F4 TEP amplitude during the N100 time frame compared to non-responders (p < .001). Topographically, after Bonferroni correction, F4 is the only electrode at which its baseline N100 amplitude showed a significant positive association (p < .001) with treatment outcome. LIMITATIONS: Lack of control group and auditory masking. CONCLUSION: Baseline N100 amplitude showed a strong association with treatment outcome and thus demonstrated great potential to be utilized as a cost-effective and widely adoptable biomarker of rTMS treatment in MDD.

In-silico testing of new pharmacology for restoring inhibition and human cortical function in depression.

Reduced inhibition by somatostatin-expressing interneurons is associated with depression. Administration of positive allosteric modulators of α5 subunit-containing GABAA receptor (α5-PAM) that selectively target this lost inhibition exhibit antidepressant and pro-cognitive effects in rodent models of chronic stress. However, the functional effects of α5-PAM on the human brain in vivo are unknown, and currently cannot be assessed experimentally. We modeled the effects of α5-PAM on tonic inhibition as measured in human neurons, and tested in silico α5-PAM effects on detailed models of human cortical microcircuits in health and depression. We found that α5-PAM effectively recovered impaired cortical processing as quantified by stimulus detection metrics, and also recovered the power spectral density profile of the microcircuit EEG signals. We performed an α5-PAM dose-response and identified simulated EEG biomarker candidates. Our results serve to de-risk and facilitate α5-PAM translation and provide biomarkers in non-invasive brain signals for monitoring target engagement and drug efficacy.

In-silico EEG biomarkers of reduced inhibition in human cortical microcircuits in depression.

Reduced cortical inhibition by somatostatin-expressing (SST) interneurons has been strongly associated with treatment-resistant depression. However, due to technical limitations it is impossible to establish experimentally in humans whether the effects of reduced SST interneuron inhibition on microcircuit activity have signatures detectable in clinically-relevant brain signals such as electroencephalography (EEG). To overcome these limitations, we simulated resting-state activity and EEG using detailed models of human cortical microcircuits with normal (healthy) or reduced SST interneuron inhibition (depression), and found that depression microcircuits exhibited increased theta, alpha and low beta power (4-16 Hz). The changes in depression involved a combination of an aperiodic broadband and periodic theta components. We then demonstrated the specificity of the EEG signatures of reduced SST interneuron inhibition by showing they were distinct from those corresponding to reduced parvalbumin-expressing (PV) interneuron inhibition. Our study thus links SST interneuron inhibition level to distinct features in EEG simulated from detailed human microcircuits, which can serve to better identify mechanistic subtypes of depression using EEG, and non-invasively monitor modulation of cortical inhibition.

Mapping Inter-individual Functional Connectivity Variability in TMS Targets for Major Depressive Disorder.

Transcranial magnetic stimulation (TMS) is an emerging alternative to existing treatments for major depressive disorder (MDD). The effects of TMS on both brain physiology and therapeutic outcomes are known to be highly variable from subject to subject, however. Proposed reasons for this variability include individual differences in neurophysiology, in cortical geometry, and in brain connectivity. Standard approaches to TMS target site definition tend to focus on coordinates or landmarks within the individual brain regions implicated in MDD, such as the dorsolateral prefrontal cortex (dlPFC) and orbitofrontal cortex (OFC). Additionally considering the network connectivity of these sites (i.e., the wider set of brain regions that may be mono- or poly-synaptically activated by TMS stimulation) has the potential to improve subject-specificity of TMS targeting and, in turn, improve treatment outcomes. In this study, we looked at the functional connectivity (FC) of dlPFC and OFC TMS targets, based on induced electrical field (E-field) maps, estimated using the SimNIBS library. We hypothesized that individual differences in spontaneous functional brain dynamics would contribute more to downstream network engagement than individual differences in cortical geometry (i.e., E-field variability). We generated individualized E-field maps on the cortical surface for 121 subjects (67 female) from the Human Connectome Project database using tetrahedral head models generated from T1- and T2-weighted MR images. F3 and Fp1 electrode positions were used to target the left dlPFC and left OFC, respectively. We analyzed inter-subject variability in the shape and location of these TMS target E-field patterns, their FC, and the major functional networks to which they belong. Our results revealed the key differences in TMS target FC between the dlPFC and OFC, and also how this connectivity varies across subjects. Three major functional networks were targeted across the dlPFC and OFC: the ventral attention, fronto-parietal and default-mode networks in the dlPFC, and the fronto-parietal and default mode networks in the OFC. Inter-subject variability in cortical geometry and in FC was high. Our analyses showed that the use of normative neuroimaging reference data (group-average or representative FC and subject E-field) allows prediction of which networks are targeted, but fails to accurately quantify the relative loading of TMS targeting on each of the principal networks. Our results characterize the FC patterns of canonical therapeutic TMS targets, and the key dimensions of their variability across subjects. The high inter-individual variability in cortical geometry and FC, leading to high variability in distributions of targeted brain networks, may account for the high levels of variability in physiological and therapeutic TMS outcomes. These insights should, we hope, prove useful as part of the broader effort by the psychiatry, neurology, and neuroimaging communities to help improve and refine TMS therapy, through a better understanding of the technology and its neurophysiological effects.

Reduced inhibition in depression impairs stimulus processing in human cortical microcircuits.

Cortical processing depends on finely tuned excitatory and inhibitory connections in neuronal microcircuits. Reduced inhibition by somatostatin-expressing interneurons is a key component of altered inhibition associated with treatment-resistant major depressive disorder (depression), which is implicated in cognitive deficits and rumination, but the link remains to be better established mechanistically in humans. Here we test the effect of reduced somatostatin interneuron-mediated inhibition on cortical processing in human neuronal microcircuits using a data-driven computational approach. We integrate human cellular, circuit, and gene expression data to generate detailed models of human cortical microcircuits in health and depression. We simulate microcircuit baseline and response activity and find a reduced signal-to-noise ratio and increased false/failed detection of stimuli due to a higher baseline activity in depression. We thus apply models of human cortical microcircuits to demonstrate mechanistically how reduced inhibition impairs cortical processing in depression, providing quantitative links between altered inhibition and cognitive deficits.

Dorsomedial prefrontal rTMS for depression in borderline personality disorder: A pilot randomized crossover trial.

BACKGROUND: Recently, a small literature has emerged suggesting that repetitive transcranial magnetic stimulation (rTMS) may offer benefit for MDD even in BPD patients, perhaps by enhancing cognitive control, and/or disrupting excessive 'non-reward' activity in right orbitofrontal regions. This study aimed primarily to assess the therapeutic effects of dorsomedial prefrontal cortex (DMPFC)-rTMS against MDD symptoms in BPD patients, and secondarily to assess whether the therapeutic effects ensued via mechanisms of reduced impulsivity and core BPD pathology on clinical scales (BIS-11, ZAN-BPD) or of reduced alpha- and theta-band activity on EEG recordings of right orbitofrontal cortex.. METHODS: In a crossover-design trial, 20 BPD patients with MDD underwent 2 × 30 session/15 day blocks of either active-then-sham or sham-then-active bilateral 20 Hz DMPFC-rTMS. RESULTS: Sixteen out of 20 patients completed treatment. A significant (p = 0.00764) crossover effect was detected, with overall reductions in HamD17 score from 23.1±SD3.1 to 10.75±SD5.8. Nine out of 16 (56.3%) treatment completers achieved response (>50% improvement) and 6/16 (37.5%) achieved remission (HamD≤7), maintained at 1 month followup. BIS-11 scores remained unchanged, and ZAN-BPD scores improved similarly in both groups with no significant crossover effect. Change in low-band power over right orbitofrontal regions correlated with clinical improvement. LIMITATIONS: This was a crossover study with a small sample size. A randomized controlled trial with larger sample size will be needed to establish the efficacy more definitively. CONCLUSIONS: The results suggest efficacy for DMPFC-rTMS in treating MDD in BPD, and provide a foundation for a larger future trial.

Effect of Theta Transcranial Alternating Current Stimulation and Phase-Locked Transcranial Pulsed Current Stimulation on Learning and Cognitive Control.

Non-invasive brain stimulation (NIBS) is emerging as a robust treatment alternative for major depressive disorder, with a potential for achieving higher remission rates by providing targeted stimulation to underlying brain networks, such as the salience network (SN). Growing evidence suggests that these therapeutic effects are dependent on the frequency and phase synchrony between SN oscillations and stimulation as well as the task-specific state of the SN during stimulation. However, the development of phase-synchronized non-invasive stimulation has proved challenging until recently. Here, we use a phase-locked pulsed brain stimulation approach to study the effects of two NIBS methods: transcranial alternating current stimulation (tACS) versus phase-locked transcranial pulsed current stimulation (tPCS), on the SN during an SN activating task. 20 healthy volunteers participated in the study. Each volunteer partook in four sessions, receiving one stimulation type at random (theta-tACS, peak tPCS, trough tPCS or sham) while undergoing a learning game, followed by an unstimulated test based on learned material. Each session lasted approximately 1.5 h, with an interval of at least 2 days to allow for washout and to avoid cross-over effects. Our results showed no statistically significant effect of stimulation on the event related potential (ERP) recordings, resting electroencephalogram (EEG), and the performance of the volunteers. While stimulation effects were not apparent in this study, the nominal performance of the phase-locking algorithm offers a technical foundation for further research in determining effective stimulation paradigms and conditions. Specifically, future work should investigate stronger stimulation and true task-specific stimulation of SN nodes responsible for the task as well as their recording. If refined, NIBS could offer an effective, homebased treatment option.

Testing a Beverage and Fruit/Vegetable Education Intervention in a University Dining Hall.

OBJECTIVE: To test the effect of a nutrition intervention that included education and 2 labeling components on students' food choices. DESIGN: Repeat cross-sectional study taking place on 6 dinner occasions before and 6 afterward. SETTING: The study was conducted during dinner meals in a buffet-style dining hall in a university campus residence, where students paid a set price and consumed all they cared to eat. PARTICIPANTS: University students (n = 368 to 510) visited the cafeteria on each of the data collection dates. INTERVENTION: Fruit and vegetable consumption were encouraged; sugar-sweetened beverage consumption was discouraged using physical activity calorie equivalent labeling. MAIN OUTCOME MEASURES: Beverage choices and vegetable/fruit bar visits. ANALYSIS: Logistic regression was used to compare the proportion of student who selected each beverage, fruit, or vegetable before and after the intervention, while controlling for menu and gender as covariates. RESULTS: There was a significant decrease in the proportion of students selecting a sugar-sweetened beverage before vs after the intervention (49% vs 41%, respectively; P = .004) and an increase in students choosing water (43% vs 54%, respectively; P < .001). There was a significant increase in students who took fruit after the intervention (36%; P < .001) vs before (30%). The number of students visiting the vegetable bar significantly increased from 60% to 72% (P < .001). CONCLUSIONS: This intervention may be a way to encourage healthy dietary choices in campus dining halls.

The road to zero preventable birth injuries.

BACKGROUND: The Seton Family of Hospitals' experience in developing and implementing transformational practices in labor and delivery (L&D) units aimed at reducing the rate of birth trauma at our facilities was previously reported. METHODS: Seton began its individual perinatal safety effort in earnest in October 2003. The endeavor brought together the four hospitals that offer obstetrical services, resulting in the establishment of an interdisciplinary team. The team meets monthly to develop and monitor best practices that are then shared, executed, and validated by each respective site's perinatal councils. RESULTS: A 36% reduction in the use of vacuum and forceps (from a frequency of 7.4% to 4.7%) was previously reported; the current rate (fiscal year [FY] 2007-FY 2008 year-to-date; July 1, 2006-December 31, 2007) was 4.1%. The incidence of associated birth trauma decreased to 0% for the last 15 months (ending December 31, 2007). During the first three project years (FY 2004-FY 2006), the average length of stay for infants admitted to the neonatal intensive care unit for birth injury declined by 80% (as compared with the previous three years), from 15.8 to 3.1 days. DISCUSSION: The perinatal safety team developed processes that have resulted in large and sustained reductions in the rate of serious birth trauma at all obstetric facilities.

Eliminating birth trauma at Ascension Health.

BACKGROUND: Ascension Health identified perinatal safety as one of eight priorities for action in a systemwide effort to achieve zero preventable injuries and deaths by July 2008. IMPLEMENTATION: Three alpha sites developed and implemented transformational practices aimed at eliminating preventable birth trauma. Standardized order sets linked to all major areas of obstetrical care were either updated or developed and then tested and incorporated into the work flow of the labor and delivery units. Best practices were shared via team meetings and conference calls. Each site created systems to ensure that evidence-based practices were reliably followed for high-risk conditions associated with perinatal harm, that robust strategies for communication were adopted, and that collaborative practice was promoted among caregivers. RESULTS: By June 2006, all facilities achieved birth trauma rates that were at or near zero in conjunction with the implementation of these practices. DISCUSSION: Three alpha sites of differing size, patient demographics, and available resources, using a combined uniform and facility-specific approach, achieved a significant reduction in the incidence of birth trauma. Yet each site adopted unique site-specific processes designed to enhance practice on the basis of unit or institutional culture, market challenge, and/or the prospect for success.