AI Article Synopsis

  • Real-time fMRI neurofeedback (rtfMRI-nf) targeting the left amygdala shows potential as a treatment for major depressive disorder (MDD) by improving neural connections and reversing depression-related impairments.
  • The study investigates the link between rtfMRI-nf training and inflammatory markers, focusing on the kynurenine pathway, particularly the KynA/QA ratio, to assess neuroprotection.
  • Results indicate that participants experienced a significant reduction in depressive symptoms after two sessions of rtfMRI-nf, suggesting a positive impact on mood and neurobiological markers.

Article Abstract

Real-time fMRI neurofeedback (rtfMRI-nf) left amygdala (LA) training is a promising intervention for major depressive disorder (MDD). We have previously proposed that rtfMRI-nf LA training may reverse depression-associated regional impairments in neuroplasticity and restore information flow within emotion-regulating neural circuits. Inflammatory cytokines as well as the neuroactive metabolites of an immunoregulatory pathway, i.e. the kynurenine pathway (KP), have previously been implicated in neuroplasticity. Therefore, in this proof-of-principle study, we investigated the association between rtfMRI-nf LA training and circulating inflammatory mediators and KP metabolites. Based on our previous work, the primary variable of interest was the ratio of the NMDA-receptor antagonist, kynurenic acid to the NMDA receptor agonist, quinolinic acid (KynA/QA), a putative neuroprotective index. We tested two main hypotheses. i. Whether rtfMRI-nf acutely modulates KynA/QA, and ii. whether baseline KynA/QA predicts response to rtfMRI-nf. Twenty-nine unmedicated participants who met DSM-5 criteria for MDD based on the Mini-International Neuropsychiatric Interview and had current depressive symptoms (Montgomery-Åsberg Depression Rating Scale (MADRS) score > 6) completed two rtfMRI-nf sessions to upregulate LA activity (Visit1 and 2), as well as a follow-up (Visit3) without rtfMRI-nf. All visits occurred at two-week intervals. At all three visits, the MADRS was administered to participants and serum samples for the quantification of inflammatory cytokines and KP metabolites were obtained. First, the longitudinal changes in the MADRS score and immune markers were tested by linear mixed effect model analysis. Further, utilizing a linear regression model, we investigated the relationship between rtfMRI-nf performance and immune markers. After two sessions of rtfMRI-nf, MADRS scores were significantly reduced (t[58] = -4.07, p = 0.009, d = 0.56). Thirteen participants showed a ≥ 25% reduction in the MADRS score (the partial responder group). There was a significant effect of visit (F[2,58] = 3.17, p = 0.05) for the neuroprotective index, KynA to 3-hydroxykynurenine (3-HK), that was driven by a significant increase in KynA/3-HK between Visit1 and Visit3 (t[58] = 2.50, p = 0.03, d = 0.38). A higher baseline level of KynA/QA (β = 5.23, p = 0.06; rho = 0.49, p = 0.02) was associated with greater ability to upregulate the LA. Finally, for exploratory purposes correlation analyses were performed between the partial responder and the non-responder groups as well as in the whole sample including all KP metabolites and cytokines. In the partial responder group, greater ability to upregulate the LA was correlated with an increase in KynA/QA after rtfMRI-nf (rho = 0.75, p = 0.03). The results are consistent with the possibility that rtfMRI-nf decreases metabolism down the so-called neurotoxic branch of the KP. Nevertheless, non-specific effects cannot be ruled out due to the lack of a sham control. Future, controlled studies are needed to determine whether the increase in KynA/3HK and KynA/QA is specific to rtfMRI-nf or whether it is a non-specific correlate of the resolution of depressive symptoms. Similarly, replication studies are needed to determine whether KynA/QA has clinical utility as a treatment response biomarker.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7847971PMC
http://dx.doi.org/10.1016/j.nicl.2021.102559DOI Listing

Publication Analysis

Top Keywords

rtfmri-nf
12
partial responder
12
real-time fmri
8
fmri neurofeedback
8
amygdala training
8
kynurenine pathway
8
major depressive
8
depressive disorder
8
rtfmri-nf training
8
inflammatory cytokines
8

Similar Publications

Major Depressive Disorder (MDD) poses a significant public health challenge due to its high prevalence and the substantial burden it places on individuals and healthcare systems. Real-time functional magnetic resonance imaging neurofeedback (rtfMRI-NF) shows promise as a treatment for this disorder, although its mechanisms of action remain unclear. This study investigated whole-brain response patterns during rtfMRI-NF training to explain interindividual variability in clinical efficacy in MDD.

View Article and Find Full Text PDF

In previous real-time functional magnetic resonance imaging neurofeedback (rtfMRI-NF) studies on smoking craving, the focus has been on within-region activity or between-region connectivity, neglecting the potential predictive utility of broader network activity. Moreover, there is debate over the use and relative predictive power of individual-specific and group-level classifiers. This study aims to further advance rtfMRI-NF for substance use disorders by using whole-brain rtfMRI-NF to assess smoking craving-related brain patterns, evaluate the performance of group-level or individual-level classification ( = 31) and evaluate the performance of an optimized classifier across repeated NF runs.

View Article and Find Full Text PDF
Article Synopsis
  • * This study involved seven participants with SSDs who underwent real-time fMRI neurofeedback (rtfMRI-NF) to learn to control specific brain regions within the ToM-N.
  • * Results indicated that after training, participants could voluntarily control certain ToM-N areas even without direct feedback, but further research with larger groups and control conditions is necessary to confirm these findings.
View Article and Find Full Text PDF
Article Synopsis
  • Real-time fMRI neurofeedback (rtfMRI-NF) shows promise as a treatment for psychiatric disorders, but its effectiveness and underlying mechanisms are still not fully understood.
  • A study involving 43 depressed individuals found that those receiving active neurofeedback training had a significant reduction in brooding rumination compared to a sham group, indicating the potential benefits of rtfMRI-NF.
  • The study highlights that the interaction between brain activity during regulation and responses to feedback is crucial for treatment outcomes, suggesting a need to consider the entire brain's connectivity to better understand and utilize rtfMRI-NF in therapy.
View Article and Find Full Text PDF

Objective: The goal of this study was to explore the development and implementation of a protocol for real-time fMRI neurofeedback (rtfMRI-nf) and to assess the potential for enhancing the selective brain activation using stimuli from Virtual Reality (VR). In this study we focused on two specific brain regions, supplementary motor area (SMA) and right inferior frontal gyrus (rIFG). Publications by other study groups have suggested impaired function in these specific brain regions in patients with the diagnoses Attention Deficit Hyperactivity Disorder (ADHD) and Tourette's Syndrome (TS).

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!