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Microstructural imaging and transcriptomics of the basal forebrain in first-episode psychosis
Cholinergic dysfunction has been implicated in the pathophysiology of psychosis and psychiatric disorders such as schizophrenia, depression, and bipolar disorder. The basal forebrain (BF) cholinergic nuclei, defined as cholinergic cell groups Ch1-3 and Ch4 (Nucleus Basalis of Meynert; NBM), provide...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9436926/ https://www.ncbi.nlm.nih.gov/pubmed/36050318 http://dx.doi.org/10.1038/s41398-022-02136-0 |
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author | Park, Min Tae M. Jeon, Peter French, Leon Dempster, Kara Chakravarty, M. Mallar MacKinley, Michael Richard, Julie Khan, Ali R. Théberge, Jean Palaniyappan, Lena |
author_facet | Park, Min Tae M. Jeon, Peter French, Leon Dempster, Kara Chakravarty, M. Mallar MacKinley, Michael Richard, Julie Khan, Ali R. Théberge, Jean Palaniyappan, Lena |
author_sort | Park, Min Tae M. |
collection | PubMed |
description | Cholinergic dysfunction has been implicated in the pathophysiology of psychosis and psychiatric disorders such as schizophrenia, depression, and bipolar disorder. The basal forebrain (BF) cholinergic nuclei, defined as cholinergic cell groups Ch1-3 and Ch4 (Nucleus Basalis of Meynert; NBM), provide extensive cholinergic projections to the rest of the brain. Here, we examined microstructural neuroimaging measures of the cholinergic nuclei in patients with untreated psychosis (~31 weeks of psychosis, <2 defined daily dose of antipsychotics) and used magnetic resonance spectroscopy (MRS) and transcriptomic data to support our findings. We used a cytoarchitectonic atlas of the BF to map the nuclei and obtained measures of myelin (quantitative T1, or qT1 as myelin surrogate) and microstructure (axial diffusion; AxD). In a clinical sample (n = 85; 29 healthy controls, 56 first-episode psychosis), we found significant correlations between qT1 of Ch1-3, left NBM and MRS-based dorsal anterior cingulate choline in healthy controls while this relationship was disrupted in FEP (p > 0.05). Case-control differences in qT1 and AxD were observed in the Ch1-3, with increased qT1 (reflecting reduced myelin content) and AxD (reflecting reduced axonal integrity). We found clinical correlates between left NBM qT1 with manic symptom severity, and AxD with negative symptom burden in FEP. Intracortical and subcortical myelin maps were derived and correlated with BF myelin. BF-cortical and BF-subcortical myelin correlations demonstrate known projection patterns from the BF. Using data from the Allen Human Brain Atlas, cholinergic nuclei showed significant enrichment for schizophrenia and depression-related genes. Cell-type specific enrichment indicated enrichment for cholinergic neuron markers as expected. Further relating the neuroimaging correlations to transcriptomics demonstrated links with cholinergic receptor genes and cell type markers of oligodendrocytes and cholinergic neurons, providing biological validity to the measures. These results provide genetic, neuroimaging, and clinical evidence for cholinergic dysfunction in schizophrenia. |
format | Online Article Text |
id | pubmed-9436926 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-94369262022-09-03 Microstructural imaging and transcriptomics of the basal forebrain in first-episode psychosis Park, Min Tae M. Jeon, Peter French, Leon Dempster, Kara Chakravarty, M. Mallar MacKinley, Michael Richard, Julie Khan, Ali R. Théberge, Jean Palaniyappan, Lena Transl Psychiatry Article Cholinergic dysfunction has been implicated in the pathophysiology of psychosis and psychiatric disorders such as schizophrenia, depression, and bipolar disorder. The basal forebrain (BF) cholinergic nuclei, defined as cholinergic cell groups Ch1-3 and Ch4 (Nucleus Basalis of Meynert; NBM), provide extensive cholinergic projections to the rest of the brain. Here, we examined microstructural neuroimaging measures of the cholinergic nuclei in patients with untreated psychosis (~31 weeks of psychosis, <2 defined daily dose of antipsychotics) and used magnetic resonance spectroscopy (MRS) and transcriptomic data to support our findings. We used a cytoarchitectonic atlas of the BF to map the nuclei and obtained measures of myelin (quantitative T1, or qT1 as myelin surrogate) and microstructure (axial diffusion; AxD). In a clinical sample (n = 85; 29 healthy controls, 56 first-episode psychosis), we found significant correlations between qT1 of Ch1-3, left NBM and MRS-based dorsal anterior cingulate choline in healthy controls while this relationship was disrupted in FEP (p > 0.05). Case-control differences in qT1 and AxD were observed in the Ch1-3, with increased qT1 (reflecting reduced myelin content) and AxD (reflecting reduced axonal integrity). We found clinical correlates between left NBM qT1 with manic symptom severity, and AxD with negative symptom burden in FEP. Intracortical and subcortical myelin maps were derived and correlated with BF myelin. BF-cortical and BF-subcortical myelin correlations demonstrate known projection patterns from the BF. Using data from the Allen Human Brain Atlas, cholinergic nuclei showed significant enrichment for schizophrenia and depression-related genes. Cell-type specific enrichment indicated enrichment for cholinergic neuron markers as expected. Further relating the neuroimaging correlations to transcriptomics demonstrated links with cholinergic receptor genes and cell type markers of oligodendrocytes and cholinergic neurons, providing biological validity to the measures. These results provide genetic, neuroimaging, and clinical evidence for cholinergic dysfunction in schizophrenia. Nature Publishing Group UK 2022-09-01 /pmc/articles/PMC9436926/ /pubmed/36050318 http://dx.doi.org/10.1038/s41398-022-02136-0 Text en © The Author(s) 2022 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 Park, Min Tae M. Jeon, Peter French, Leon Dempster, Kara Chakravarty, M. Mallar MacKinley, Michael Richard, Julie Khan, Ali R. Théberge, Jean Palaniyappan, Lena Microstructural imaging and transcriptomics of the basal forebrain in first-episode psychosis |
title | Microstructural imaging and transcriptomics of the basal forebrain in first-episode psychosis |
title_full | Microstructural imaging and transcriptomics of the basal forebrain in first-episode psychosis |
title_fullStr | Microstructural imaging and transcriptomics of the basal forebrain in first-episode psychosis |
title_full_unstemmed | Microstructural imaging and transcriptomics of the basal forebrain in first-episode psychosis |
title_short | Microstructural imaging and transcriptomics of the basal forebrain in first-episode psychosis |
title_sort | microstructural imaging and transcriptomics of the basal forebrain in first-episode psychosis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9436926/ https://www.ncbi.nlm.nih.gov/pubmed/36050318 http://dx.doi.org/10.1038/s41398-022-02136-0 |
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