Cargando…
Beta-defensin 1, aryl hydrocarbon receptor and plasma kynurenine in major depressive disorder: metabolomics-informed genomics
Major depressive disorder (MDD) is a heterogeneous disease. Efforts to identify biomarkers for sub-classifying MDD and antidepressant therapy by genome-wide association studies (GWAS) alone have generally yielded disappointing results. We applied a metabolomics-informed genomic research strategy to...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5802574/ https://www.ncbi.nlm.nih.gov/pubmed/29317604 http://dx.doi.org/10.1038/s41398-017-0056-8 |
_version_ | 1783298546644025344 |
---|---|
author | Liu, Duan Ray, Balmiki Neavin, Drew R. Zhang, Jiabin Athreya, Arjun P. Biernacka, Joanna M. Bobo, William V. Hall-Flavin, Daniel K. Skime, Michelle K. Zhu, Hongjie Jenkins, Gregory D. Batzler, Anthony Kalari, Krishna R. Boakye-Agyeman, Felix Matson, Wayne R. Bhasin, Swati S. Mushiroda, Taisei Nakamura, Yusuke Kubo, Michiaki Iyer, Ravishankar K. Wang, Liewei Frye, Mark A. Kaddurah-Daouk, Rima Weinshilboum, Richard M. |
author_facet | Liu, Duan Ray, Balmiki Neavin, Drew R. Zhang, Jiabin Athreya, Arjun P. Biernacka, Joanna M. Bobo, William V. Hall-Flavin, Daniel K. Skime, Michelle K. Zhu, Hongjie Jenkins, Gregory D. Batzler, Anthony Kalari, Krishna R. Boakye-Agyeman, Felix Matson, Wayne R. Bhasin, Swati S. Mushiroda, Taisei Nakamura, Yusuke Kubo, Michiaki Iyer, Ravishankar K. Wang, Liewei Frye, Mark A. Kaddurah-Daouk, Rima Weinshilboum, Richard M. |
author_sort | Liu, Duan |
collection | PubMed |
description | Major depressive disorder (MDD) is a heterogeneous disease. Efforts to identify biomarkers for sub-classifying MDD and antidepressant therapy by genome-wide association studies (GWAS) alone have generally yielded disappointing results. We applied a metabolomics-informed genomic research strategy to study the contribution of genetic variation to MDD pathophysiology by assaying 31 metabolites, including compounds from the tryptophan, tyrosine, and purine pathways, in plasma samples from 290 MDD patients. Associations of metabolite concentrations with depressive symptoms were determined, followed by GWAS for selected metabolites and functional validation studies of the genes identified. Kynurenine (KYN), the baseline plasma metabolite that was most highly associated with depressive symptoms, was negatively correlated with severity of those symptoms. GWAS for baseline plasma KYN concentrations identified SNPs across the beta-defensin 1 (DEFB1) and aryl hydrocarbon receptor (AHR) genes that were cis-expression quantitative trait loci (eQTLs) for DEFB1 and AHR mRNA expression, respectively. Furthermore, the DEFB1 locus was associated with severity of MDD symptoms in a larger cohort of 803 MDD patients. Functional studies demonstrated that DEFB1 could neutralize lipopolysaccharide-stimulated expression of KYN-biosynthesizing enzymes in monocytic cells, resulting in altered KYN concentrations in the culture media. In addition, we demonstrated that AHR was involved in regulating the expression of enzymes in the KYN pathway and altered KYN biosynthesis in cell lines of hepatocyte and astrocyte origin. In conclusion, these studies identified SNPs that were cis-eQTLs for DEFB1 and AHR and, which were associated with variation in plasma KYN concentrations that were related to severity of MDD symptoms. |
format | Online Article Text |
id | pubmed-5802574 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-58025742018-02-08 Beta-defensin 1, aryl hydrocarbon receptor and plasma kynurenine in major depressive disorder: metabolomics-informed genomics Liu, Duan Ray, Balmiki Neavin, Drew R. Zhang, Jiabin Athreya, Arjun P. Biernacka, Joanna M. Bobo, William V. Hall-Flavin, Daniel K. Skime, Michelle K. Zhu, Hongjie Jenkins, Gregory D. Batzler, Anthony Kalari, Krishna R. Boakye-Agyeman, Felix Matson, Wayne R. Bhasin, Swati S. Mushiroda, Taisei Nakamura, Yusuke Kubo, Michiaki Iyer, Ravishankar K. Wang, Liewei Frye, Mark A. Kaddurah-Daouk, Rima Weinshilboum, Richard M. Transl Psychiatry Article Major depressive disorder (MDD) is a heterogeneous disease. Efforts to identify biomarkers for sub-classifying MDD and antidepressant therapy by genome-wide association studies (GWAS) alone have generally yielded disappointing results. We applied a metabolomics-informed genomic research strategy to study the contribution of genetic variation to MDD pathophysiology by assaying 31 metabolites, including compounds from the tryptophan, tyrosine, and purine pathways, in plasma samples from 290 MDD patients. Associations of metabolite concentrations with depressive symptoms were determined, followed by GWAS for selected metabolites and functional validation studies of the genes identified. Kynurenine (KYN), the baseline plasma metabolite that was most highly associated with depressive symptoms, was negatively correlated with severity of those symptoms. GWAS for baseline plasma KYN concentrations identified SNPs across the beta-defensin 1 (DEFB1) and aryl hydrocarbon receptor (AHR) genes that were cis-expression quantitative trait loci (eQTLs) for DEFB1 and AHR mRNA expression, respectively. Furthermore, the DEFB1 locus was associated with severity of MDD symptoms in a larger cohort of 803 MDD patients. Functional studies demonstrated that DEFB1 could neutralize lipopolysaccharide-stimulated expression of KYN-biosynthesizing enzymes in monocytic cells, resulting in altered KYN concentrations in the culture media. In addition, we demonstrated that AHR was involved in regulating the expression of enzymes in the KYN pathway and altered KYN biosynthesis in cell lines of hepatocyte and astrocyte origin. In conclusion, these studies identified SNPs that were cis-eQTLs for DEFB1 and AHR and, which were associated with variation in plasma KYN concentrations that were related to severity of MDD symptoms. Nature Publishing Group UK 2018-01-10 /pmc/articles/PMC5802574/ /pubmed/29317604 http://dx.doi.org/10.1038/s41398-017-0056-8 Text en © The Author(s) 2017 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/. |
spellingShingle | Article Liu, Duan Ray, Balmiki Neavin, Drew R. Zhang, Jiabin Athreya, Arjun P. Biernacka, Joanna M. Bobo, William V. Hall-Flavin, Daniel K. Skime, Michelle K. Zhu, Hongjie Jenkins, Gregory D. Batzler, Anthony Kalari, Krishna R. Boakye-Agyeman, Felix Matson, Wayne R. Bhasin, Swati S. Mushiroda, Taisei Nakamura, Yusuke Kubo, Michiaki Iyer, Ravishankar K. Wang, Liewei Frye, Mark A. Kaddurah-Daouk, Rima Weinshilboum, Richard M. Beta-defensin 1, aryl hydrocarbon receptor and plasma kynurenine in major depressive disorder: metabolomics-informed genomics |
title | Beta-defensin 1, aryl hydrocarbon receptor and plasma kynurenine in major depressive disorder: metabolomics-informed genomics |
title_full | Beta-defensin 1, aryl hydrocarbon receptor and plasma kynurenine in major depressive disorder: metabolomics-informed genomics |
title_fullStr | Beta-defensin 1, aryl hydrocarbon receptor and plasma kynurenine in major depressive disorder: metabolomics-informed genomics |
title_full_unstemmed | Beta-defensin 1, aryl hydrocarbon receptor and plasma kynurenine in major depressive disorder: metabolomics-informed genomics |
title_short | Beta-defensin 1, aryl hydrocarbon receptor and plasma kynurenine in major depressive disorder: metabolomics-informed genomics |
title_sort | beta-defensin 1, aryl hydrocarbon receptor and plasma kynurenine in major depressive disorder: metabolomics-informed genomics |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5802574/ https://www.ncbi.nlm.nih.gov/pubmed/29317604 http://dx.doi.org/10.1038/s41398-017-0056-8 |
work_keys_str_mv | AT liuduan betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT raybalmiki betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT neavindrewr betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT zhangjiabin betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT athreyaarjunp betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT biernackajoannam betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT bobowilliamv betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT hallflavindanielk betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT skimemichellek betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT zhuhongjie betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT jenkinsgregoryd betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT batzleranthony betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT kalarikrishnar betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT boakyeagyemanfelix betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT matsonwayner betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT bhasinswatis betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT mushirodataisei betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT nakamurayusuke betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT kubomichiaki betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT iyerravishankark betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT wangliewei betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT fryemarka betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT kaddurahdaoukrima betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics AT weinshilboumrichardm betadefensin1arylhydrocarbonreceptorandplasmakynurenineinmajordepressivedisordermetabolomicsinformedgenomics |