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Real-time fMRI neurofeedback amygdala training may influence kynurenine pathway metabolism in major depressive disorder
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 e...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7847971/ https://www.ncbi.nlm.nih.gov/pubmed/33516062 http://dx.doi.org/10.1016/j.nicl.2021.102559 |
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author | Tsuchiyagaito, Aki Smith, Jared L. El-Sabbagh, Nour Zotev, Vadim Misaki, Masaya Al Zoubi, Obada Kent Teague, T. Paulus, Martin P. Bodurka, Jerzy Savitz, Jonathan |
author_facet | Tsuchiyagaito, Aki Smith, Jared L. El-Sabbagh, Nour Zotev, Vadim Misaki, Masaya Al Zoubi, Obada Kent Teague, T. Paulus, Martin P. Bodurka, Jerzy Savitz, Jonathan |
author_sort | Tsuchiyagaito, Aki |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-7847971 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-78479712021-02-04 Real-time fMRI neurofeedback amygdala training may influence kynurenine pathway metabolism in major depressive disorder Tsuchiyagaito, Aki Smith, Jared L. El-Sabbagh, Nour Zotev, Vadim Misaki, Masaya Al Zoubi, Obada Kent Teague, T. Paulus, Martin P. Bodurka, Jerzy Savitz, Jonathan Neuroimage Clin Articles from the Special Issue on "Clinical applications of imaging-based neurofeedback" Edited by Heidi Johansen-Berg and Kymberly Young 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. Elsevier 2021-01-19 /pmc/articles/PMC7847971/ /pubmed/33516062 http://dx.doi.org/10.1016/j.nicl.2021.102559 Text en © 2021 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Articles from the Special Issue on "Clinical applications of imaging-based neurofeedback" Edited by Heidi Johansen-Berg and Kymberly Young Tsuchiyagaito, Aki Smith, Jared L. El-Sabbagh, Nour Zotev, Vadim Misaki, Masaya Al Zoubi, Obada Kent Teague, T. Paulus, Martin P. Bodurka, Jerzy Savitz, Jonathan Real-time fMRI neurofeedback amygdala training may influence kynurenine pathway metabolism in major depressive disorder |
title | Real-time fMRI neurofeedback amygdala training may influence kynurenine pathway metabolism in major depressive disorder |
title_full | Real-time fMRI neurofeedback amygdala training may influence kynurenine pathway metabolism in major depressive disorder |
title_fullStr | Real-time fMRI neurofeedback amygdala training may influence kynurenine pathway metabolism in major depressive disorder |
title_full_unstemmed | Real-time fMRI neurofeedback amygdala training may influence kynurenine pathway metabolism in major depressive disorder |
title_short | Real-time fMRI neurofeedback amygdala training may influence kynurenine pathway metabolism in major depressive disorder |
title_sort | real-time fmri neurofeedback amygdala training may influence kynurenine pathway metabolism in major depressive disorder |
topic | Articles from the Special Issue on "Clinical applications of imaging-based neurofeedback" Edited by Heidi Johansen-Berg and Kymberly Young |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7847971/ https://www.ncbi.nlm.nih.gov/pubmed/33516062 http://dx.doi.org/10.1016/j.nicl.2021.102559 |
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