Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA.
Current affiliation: Assurex Health Inc, Mason, OH, USA.
Transl Psychiatry. 2018 Jan 10;8(1):10. doi: 10.1038/s41398-017-0056-8.
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.
重度抑郁症(MDD)是一种异质性疾病。通过全基因组关联研究(GWAS)单独识别用于对 MDD 进行亚分类和抗抑郁治疗的生物标志物的努力通常产生了令人失望的结果。我们应用代谢组学指导的基因组研究策略,通过测定来自 290 名 MDD 患者的血浆样本中的 31 种代谢物(包括色氨酸、酪氨酸和嘌呤途径的化合物)来研究遗传变异对 MDD 病理生理学的贡献。确定了代谢物浓度与抑郁症状的关联,然后对选定的代谢物进行 GWAS,并对鉴定出的基因进行功能验证研究。色氨酸(TRP)代谢物犬尿酸(KYN)是与抑郁症状最相关的基础血浆代谢物,其浓度与这些症状的严重程度呈负相关。用于基础血浆 KYN 浓度的 GWAS 鉴定出了横跨 beta-defensin 1(DEFB1)和芳香烃受体(AHR)基因的 SNPs,它们分别是 DEFB1 和 AHR mRNA 表达的顺式表达数量性状基因座(eQTL)。此外,在一个由 803 名 MDD 患者组成的更大队列中,DEFB1 基因座与 MDD 症状的严重程度相关。功能研究表明,DEFB1 可以中和脂多糖刺激的单核细胞中 KYN 生物合成酶的表达,从而导致培养基中 KYN 浓度的改变。此外,我们证明 AHR 参与调节 KYN 途径中的酶表达,并改变源自肝细胞和星形胶质细胞的细胞系中的 KYN 生物合成。总之,这些研究鉴定了与 MDD 症状严重程度相关的与 DEFB1 和 AHR 顺式 eQTL 相关的 SNPs,以及与血浆 KYN 浓度变化相关的 SNPs,这些浓度变化与 MDD 症状的严重程度相关。