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Functional connectivity signatures of NMDAR dysfunction in schizophrenia—integrating findings from imaging genetics and pharmaco-fMRI
Both, pharmacological and genome-wide association studies suggest N-methyl-D-aspartate receptor (NMDAR) dysfunction and excitatory/inhibitory (E/I)-imbalance as a major pathophysiological mechanism of schizophrenia. The identification of shared fMRI brain signatures of genetically and pharmacologica...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9935542/ https://www.ncbi.nlm.nih.gov/pubmed/36797233 http://dx.doi.org/10.1038/s41398-023-02344-2 |
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author | Gaebler, Arnim J. Fakour, Nilüfer Stöhr, Felix Zweerings, Jana Taebi, Arezoo Suslova, Mariia Dukart, Juergen Hipp, Joerg F. Adhikari, Bhim M. Kochunov, Peter Muthukumaraswamy, Suresh D. Forsyth, Anna Eggermann, Thomas Kraft, Florian Kurth, Ingo Paulzen, Michael Gründer, Gerhard Schneider, Frank Mathiak, Klaus |
author_facet | Gaebler, Arnim J. Fakour, Nilüfer Stöhr, Felix Zweerings, Jana Taebi, Arezoo Suslova, Mariia Dukart, Juergen Hipp, Joerg F. Adhikari, Bhim M. Kochunov, Peter Muthukumaraswamy, Suresh D. Forsyth, Anna Eggermann, Thomas Kraft, Florian Kurth, Ingo Paulzen, Michael Gründer, Gerhard Schneider, Frank Mathiak, Klaus |
author_sort | Gaebler, Arnim J. |
collection | PubMed |
description | Both, pharmacological and genome-wide association studies suggest N-methyl-D-aspartate receptor (NMDAR) dysfunction and excitatory/inhibitory (E/I)-imbalance as a major pathophysiological mechanism of schizophrenia. The identification of shared fMRI brain signatures of genetically and pharmacologically induced NMDAR dysfunction may help to define biomarkers for patient stratification. NMDAR-related genetic and pharmacological effects on functional connectivity were investigated by integrating three different datasets: (A) resting state fMRI data from 146 patients with schizophrenia genotyped for the disease-associated genetic variant rs7191183 of GRIN2A (encoding the NMDAR 2 A subunit) as well as 142 healthy controls. (B) Pharmacological effects of the NMDAR antagonist ketamine and the GABA-A receptor agonist midazolam were obtained from a double-blind, crossover pharmaco-fMRI study in 28 healthy participants. (C) Regional gene expression profiles were estimated using a postmortem whole-brain microarray dataset from six healthy donors. A strong resemblance was observed between the effect of the genetic variant in schizophrenia and the ketamine versus midazolam contrast of connectivity suggestive for an associated E/I-imbalance. This similarity became more pronounced for regions with high density of NMDARs, glutamatergic neurons, and parvalbumin-positive interneurons. From a functional perspective, increased connectivity emerged between striato-pallido-thalamic regions and cortical regions of the auditory-sensory-motor network, while decreased connectivity was observed between auditory (superior temporal gyrus) and visual processing regions (lateral occipital cortex, fusiform gyrus, cuneus). Importantly, these imaging phenotypes were associated with the genetic variant, the differential effect of ketamine versus midazolam and schizophrenia (as compared to healthy controls). Moreover, the genetic variant was associated with language-related negative symptomatology which correlated with disturbed connectivity between the left posterior superior temporal gyrus and the superior lateral occipital cortex. Shared genetic and pharmacological functional connectivity profiles were suggestive of E/I-imbalance and associated with schizophrenia. The identified brain signatures may help to stratify patients with a common molecular disease pathway providing a basis for personalized psychiatry. |
format | Online Article Text |
id | pubmed-9935542 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99355422023-02-18 Functional connectivity signatures of NMDAR dysfunction in schizophrenia—integrating findings from imaging genetics and pharmaco-fMRI Gaebler, Arnim J. Fakour, Nilüfer Stöhr, Felix Zweerings, Jana Taebi, Arezoo Suslova, Mariia Dukart, Juergen Hipp, Joerg F. Adhikari, Bhim M. Kochunov, Peter Muthukumaraswamy, Suresh D. Forsyth, Anna Eggermann, Thomas Kraft, Florian Kurth, Ingo Paulzen, Michael Gründer, Gerhard Schneider, Frank Mathiak, Klaus Transl Psychiatry Article Both, pharmacological and genome-wide association studies suggest N-methyl-D-aspartate receptor (NMDAR) dysfunction and excitatory/inhibitory (E/I)-imbalance as a major pathophysiological mechanism of schizophrenia. The identification of shared fMRI brain signatures of genetically and pharmacologically induced NMDAR dysfunction may help to define biomarkers for patient stratification. NMDAR-related genetic and pharmacological effects on functional connectivity were investigated by integrating three different datasets: (A) resting state fMRI data from 146 patients with schizophrenia genotyped for the disease-associated genetic variant rs7191183 of GRIN2A (encoding the NMDAR 2 A subunit) as well as 142 healthy controls. (B) Pharmacological effects of the NMDAR antagonist ketamine and the GABA-A receptor agonist midazolam were obtained from a double-blind, crossover pharmaco-fMRI study in 28 healthy participants. (C) Regional gene expression profiles were estimated using a postmortem whole-brain microarray dataset from six healthy donors. A strong resemblance was observed between the effect of the genetic variant in schizophrenia and the ketamine versus midazolam contrast of connectivity suggestive for an associated E/I-imbalance. This similarity became more pronounced for regions with high density of NMDARs, glutamatergic neurons, and parvalbumin-positive interneurons. From a functional perspective, increased connectivity emerged between striato-pallido-thalamic regions and cortical regions of the auditory-sensory-motor network, while decreased connectivity was observed between auditory (superior temporal gyrus) and visual processing regions (lateral occipital cortex, fusiform gyrus, cuneus). Importantly, these imaging phenotypes were associated with the genetic variant, the differential effect of ketamine versus midazolam and schizophrenia (as compared to healthy controls). Moreover, the genetic variant was associated with language-related negative symptomatology which correlated with disturbed connectivity between the left posterior superior temporal gyrus and the superior lateral occipital cortex. Shared genetic and pharmacological functional connectivity profiles were suggestive of E/I-imbalance and associated with schizophrenia. The identified brain signatures may help to stratify patients with a common molecular disease pathway providing a basis for personalized psychiatry. Nature Publishing Group UK 2023-02-16 /pmc/articles/PMC9935542/ /pubmed/36797233 http://dx.doi.org/10.1038/s41398-023-02344-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Gaebler, Arnim J. Fakour, Nilüfer Stöhr, Felix Zweerings, Jana Taebi, Arezoo Suslova, Mariia Dukart, Juergen Hipp, Joerg F. Adhikari, Bhim M. Kochunov, Peter Muthukumaraswamy, Suresh D. Forsyth, Anna Eggermann, Thomas Kraft, Florian Kurth, Ingo Paulzen, Michael Gründer, Gerhard Schneider, Frank Mathiak, Klaus Functional connectivity signatures of NMDAR dysfunction in schizophrenia—integrating findings from imaging genetics and pharmaco-fMRI |
title | Functional connectivity signatures of NMDAR dysfunction in schizophrenia—integrating findings from imaging genetics and pharmaco-fMRI |
title_full | Functional connectivity signatures of NMDAR dysfunction in schizophrenia—integrating findings from imaging genetics and pharmaco-fMRI |
title_fullStr | Functional connectivity signatures of NMDAR dysfunction in schizophrenia—integrating findings from imaging genetics and pharmaco-fMRI |
title_full_unstemmed | Functional connectivity signatures of NMDAR dysfunction in schizophrenia—integrating findings from imaging genetics and pharmaco-fMRI |
title_short | Functional connectivity signatures of NMDAR dysfunction in schizophrenia—integrating findings from imaging genetics and pharmaco-fMRI |
title_sort | functional connectivity signatures of nmdar dysfunction in schizophrenia—integrating findings from imaging genetics and pharmaco-fmri |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9935542/ https://www.ncbi.nlm.nih.gov/pubmed/36797233 http://dx.doi.org/10.1038/s41398-023-02344-2 |
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