Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, USA.
Department of Biostatistics and Epidemiology, University of Massachusetts Amherst, Amherst, MA, USA.
Mol Psychiatry. 2021 Jul;26(7):3315-3327. doi: 10.1038/s41380-020-00870-9. Epub 2020 Aug 28.
Recent animal and small clinical studies have suggested depression is related to altered lipid and amino acid profiles. However, this has not been examined in a population-based sample, particularly in women. We identified multiple metabolites associated with depression as potential candidates from prior studies. Cross-sectional data from three independent samples of postmenopausal women were analyzed, including women from the Women's Health Initiative-Observational Study (WHI-OS, n = 926), the WHI-Hormone Trials (WHI-HT; n = 1,325), and the Nurses' Health Study II Mind-Body Study (NHSII-MBS; n = 218). Positive depression status was defined as having any of the following: elevated depressive symptoms, antidepressant use, or depression history. Plasma metabolites were measured using liquid chromatography-tandem mass spectrometry (21 phosphatidylcholines (PCs), 7 lysophosphatidylethanolamines, 5 ceramides, 3 branched chain amino acids, and 9 neurotransmitters). Associations between depression status and metabolites were evaluated using multivariable linear regression; results were pooled by random-effects meta-analysis with multiple testing adjustment using the false discovery rate (FDR). Prevalence rates of positive depression status were 24.4% (WHI-OS), 25.7% (WHI-HT), and 44.7% (NHSII-MBS). After multivariable adjustment, positive depression status was associated with higher levels of glutamate and PC 36 : 1/38 : 3, and lower levels of tryptophan and GABA-to-glutamate and GABA-to-glutamine ratio (FDR-p < 0.05). Positive associations with LPE 18 : 0/18 : 1 and inverse associations with valine and serotonin were also observed, although these associations did not survive FDR adjustment. Associations of positive depression status with several candidate metabolites including PC 36 : 1/38 : 3 and amino acids involved in neurotransmission suggest potential depression-related metabolic alterations in postmenopausal women, with possible implications for later chronic disease.
最近的动物和小型临床研究表明,抑郁与脂质和氨基酸谱的改变有关。然而,这在基于人群的样本中尚未得到检验,特别是在女性中。我们从先前的研究中确定了与抑郁相关的多种代谢物作为潜在的候选物。对来自三个独立的绝经后妇女样本的横断面数据进行了分析,包括妇女健康倡议观察研究(WHI-OS,n=926)、WHI 激素试验(WHI-HT;n=1325)和护士健康研究 II 身心研究(NHSII-MBS;n=218)。阳性抑郁状态的定义为以下任何一种情况:抑郁症状升高、使用抗抑郁药或有抑郁病史。使用液相色谱-串联质谱法(21 种磷脂酰胆碱(PCs)、7 种溶血磷脂酰乙醇胺、5 种神经酰胺、3 种支链氨基酸和 9 种神经递质)测量血浆代谢物。使用多变量线性回归评估抑郁状态与代谢物之间的关系;使用虚假发现率(FDR)进行多次测试调整的随机效应荟萃分析对结果进行汇总。WHI-OS、WHI-HT 和 NHSII-MBS 中阳性抑郁状态的患病率分别为 24.4%、25.7%和 44.7%。经过多变量调整后,阳性抑郁状态与谷氨酸和 PC 36:1/38:3 水平升高,色氨酸和 GABA 与谷氨酸和 GABA 与谷氨酰胺的比值降低有关(FDR-p<0.05)。也观察到与 LPE 18:0/18:1 的正相关和与缬氨酸和血清素的负相关,但这些相关性在 FDR 调整后并未存活。阳性抑郁状态与几种候选代谢物的关联,包括 PC 36:1/38:3 和参与神经递质的氨基酸,提示绝经后妇女可能存在与抑郁相关的代谢改变,这可能对以后的慢性疾病产生影响。