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Peripheral blood gene expression profiles linked to monoamine metabolite levels in cerebrospinal fluid
The blood–brain barrier separates circulating blood from the central nervous system (CNS). The scope of this barrier is not fully understood which limits our ability to relate biological measurements from peripheral to central phenotypes. For example, it is unknown to what extent gene expression lev...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5290339/ https://www.ncbi.nlm.nih.gov/pubmed/27959337 http://dx.doi.org/10.1038/tp.2016.245 |
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author | Luykx, J J Olde Loohuis, L M Neeleman, M Strengman, E Bakker, S C Lentjes, E Borgdorff, P van Dongen, E P A Bruins, P Kahn, R S Horvath, S de Jong, S Ophoff, R A |
author_facet | Luykx, J J Olde Loohuis, L M Neeleman, M Strengman, E Bakker, S C Lentjes, E Borgdorff, P van Dongen, E P A Bruins, P Kahn, R S Horvath, S de Jong, S Ophoff, R A |
author_sort | Luykx, J J |
collection | PubMed |
description | The blood–brain barrier separates circulating blood from the central nervous system (CNS). The scope of this barrier is not fully understood which limits our ability to relate biological measurements from peripheral to central phenotypes. For example, it is unknown to what extent gene expression levels in peripheral blood are reflective of CNS metabolism. In this study, we examine links between central monoamine metabolite levels and whole-blood gene expression to better understand the connection between peripheral systems and the CNS. To that end, we correlated the prime monoamine metabolites in cerebrospinal fluid (CSF) with whole-genome gene expression microarray data from blood (N=240 human subjects). We additionally applied gene-enrichment analysis and weighted gene co-expression network analyses (WGCNA) to identify modules of co-expressed genes in blood that may be involved with monoamine metabolite levels in CSF. Transcript levels of two genes were significantly associated with CSF serotonin metabolite levels after Bonferroni correction for multiple testing: THAP7 (P=2.8 × 10(−8), β=0.08) and DDX6 (P=2.9 × 10(−7), β=0.07). Differentially expressed genes were significantly enriched for genes expressed in the brain tissue (P=6.0 × 10(−52)). WGCNA revealed significant correlations between serotonin metabolism and hub genes with known functions in serotonin metabolism, for example, HTR2A and COMT. We conclude that gene expression levels in whole blood are associated with monoamine metabolite levels in the human CSF. Our results, including the strong enrichment of brain-expressed genes, illustrate that gene expression profiles in peripheral blood can be relevant for quantitative metabolic phenotypes in the CNS. |
format | Online Article Text |
id | pubmed-5290339 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-52903392017-02-07 Peripheral blood gene expression profiles linked to monoamine metabolite levels in cerebrospinal fluid Luykx, J J Olde Loohuis, L M Neeleman, M Strengman, E Bakker, S C Lentjes, E Borgdorff, P van Dongen, E P A Bruins, P Kahn, R S Horvath, S de Jong, S Ophoff, R A Transl Psychiatry Original Article The blood–brain barrier separates circulating blood from the central nervous system (CNS). The scope of this barrier is not fully understood which limits our ability to relate biological measurements from peripheral to central phenotypes. For example, it is unknown to what extent gene expression levels in peripheral blood are reflective of CNS metabolism. In this study, we examine links between central monoamine metabolite levels and whole-blood gene expression to better understand the connection between peripheral systems and the CNS. To that end, we correlated the prime monoamine metabolites in cerebrospinal fluid (CSF) with whole-genome gene expression microarray data from blood (N=240 human subjects). We additionally applied gene-enrichment analysis and weighted gene co-expression network analyses (WGCNA) to identify modules of co-expressed genes in blood that may be involved with monoamine metabolite levels in CSF. Transcript levels of two genes were significantly associated with CSF serotonin metabolite levels after Bonferroni correction for multiple testing: THAP7 (P=2.8 × 10(−8), β=0.08) and DDX6 (P=2.9 × 10(−7), β=0.07). Differentially expressed genes were significantly enriched for genes expressed in the brain tissue (P=6.0 × 10(−52)). WGCNA revealed significant correlations between serotonin metabolism and hub genes with known functions in serotonin metabolism, for example, HTR2A and COMT. We conclude that gene expression levels in whole blood are associated with monoamine metabolite levels in the human CSF. Our results, including the strong enrichment of brain-expressed genes, illustrate that gene expression profiles in peripheral blood can be relevant for quantitative metabolic phenotypes in the CNS. Nature Publishing Group 2016-12 2016-12-13 /pmc/articles/PMC5290339/ /pubmed/27959337 http://dx.doi.org/10.1038/tp.2016.245 Text en Copyright © 2016 The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Original Article Luykx, J J Olde Loohuis, L M Neeleman, M Strengman, E Bakker, S C Lentjes, E Borgdorff, P van Dongen, E P A Bruins, P Kahn, R S Horvath, S de Jong, S Ophoff, R A Peripheral blood gene expression profiles linked to monoamine metabolite levels in cerebrospinal fluid |
title | Peripheral blood gene expression profiles linked to monoamine metabolite levels in cerebrospinal fluid |
title_full | Peripheral blood gene expression profiles linked to monoamine metabolite levels in cerebrospinal fluid |
title_fullStr | Peripheral blood gene expression profiles linked to monoamine metabolite levels in cerebrospinal fluid |
title_full_unstemmed | Peripheral blood gene expression profiles linked to monoamine metabolite levels in cerebrospinal fluid |
title_short | Peripheral blood gene expression profiles linked to monoamine metabolite levels in cerebrospinal fluid |
title_sort | peripheral blood gene expression profiles linked to monoamine metabolite levels in cerebrospinal fluid |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5290339/ https://www.ncbi.nlm.nih.gov/pubmed/27959337 http://dx.doi.org/10.1038/tp.2016.245 |
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