TY - JOUR
T1 - Beta-defensin 1, aryl hydrocarbon receptor and plasma kynurenine in major depressive disorder
T2 - Metabolomics-informed genomics
AU - Liu, Duan
AU - Ray, Balmiki
AU - Neavin, Drew R.
AU - Zhang, Jiabin
AU - Athreya, Arjun P.
AU - Biernacka, Joanna M.
AU - Bobo, William V.
AU - Hall-Flavin, Daniel K.
AU - Skime, Michelle K.
AU - Zhu, Hongjie
AU - Jenkins, Gregory D.
AU - Batzler, Anthony
AU - Kalari, Krishna R.
AU - Boakye-Agyeman, Felix
AU - Matson, Wayne R.
AU - Bhasin, Swati S.
AU - Mushiroda, Taisei
AU - Nakamura, Yusuke
AU - Kubo, Michiaki
AU - Iyer, Ravishankar K.
AU - Wang, Liewei
AU - Frye, Mark A.
AU - Kaddurah-Daouk, Rima
AU - Weinshilboum, Richard M.
N1 - Funding Information:
This work was supported, in part, by NIH grants U19 GM61388 (The Pharmacogenomics Research Network), RO1 GM28157, R24 GM078233 (The Metabolomics Research Network for Drug Response Phenotype), RO1 MH108348, and by RC2 GM092729 (The Metabolomics Network for Drug Response Phenotypes). A.P.A. was supported by an NCSA/CompGen fellowship from the University of Illinois at Urbana-Champaign and a Summer Research Fellowship from the Mayo Clinic Center for Individualized Medicine. R.K.I. was supported by an IBM Faculty Award, NSF MRI grant CNS 13-37732, and NSF grants, CNS 16-24790 and CNS 16-24615, for the Center for Computational Biology and Genomic Medicine. We also want to acknowledge the critical contributions of the late Dr. David Mrazek, our colleague who designed and initiated the Mayo PGRN SSRI trial. Trial name: Pharmacodynamics and Pharmacokinetics of Citalopram and Escitalopram (PGRN-SSRI). URL: https://clinicaltrials.gov/show/NCT00613470. Registration number: NCT00613470.
Funding Information:
This work was supported, in part, by NIH grants U19 GM61388 (The Pharmacogenomics Research Network), RO1 GM28157, R24 GM078233 (The Metabolomics Research Network for Drug Response Phenotype), RO1 MH108348, and by RC2 GM092729 (The Metabolomics Network for Drug Response Phenotypes). A.P.A. was supported by an NCSA/CompGen fellowship from the University of Illinois at Urbana-Champaign and a Summer Research Fellowship from the Mayo Clinic Center for Individualized Medicine. R.K.I. was supported by an IBM Faculty Award, NSF MRI grant CNS 13-37732, and NSF grants, CNS 16-24790 and CNS 16-24615, for the Center for Computational Biology and Genomic Medicine. We also want to acknowledge the critical contributions of the late Dr. David Mrazek, our colleague who designed and initiated the Mayo PGRN SSRI trial. Trial name: Pharmacodynamics and Pharmacokinetics of Citalopram and Escitalopram (PGRN-SSRI). URL: https:// clinicaltrials.gov/show/NCT00613470. Registration number: NCT00613470.
Publisher Copyright:
© 2017 The Author(s).
PY - 2018/12/1
Y1 - 2018/12/1
N2 - 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.
AB - 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.
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U2 - 10.1038/s41398-017-0056-8
DO - 10.1038/s41398-017-0056-8
M3 - Article
C2 - 29317604
AN - SCOPUS:85040529836
SN - 2158-3188
VL - 8
JO - Translational Psychiatry
JF - Translational Psychiatry
IS - 1
M1 - 56
ER -