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代谢组学剖析抑郁症异质性及其相关的心血管代谢风险。

Metabolomics dissection of depression heterogeneity and related cardiometabolic risk.

机构信息

Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands.

Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands.

出版信息

Psychol Med. 2023 Jan;53(1):248-257. doi: 10.1017/S0033291721001471. Epub 2021 Jun 3.

Abstract

BACKGROUND

A recent hypothesis postulates the existence of an 'immune-metabolic depression' (IMD) dimension characterized by metabolic dysregulations. Combining data on metabolomics and depressive symptoms, we aimed to identify depressions associated with an increased risk of adverse metabolic alterations.

METHOD

Clustering data were from 1094 individuals with major depressive disorder in the last 6 months and measures of 149 metabolites from a H-NMR platform and 30 depressive symptoms (IDS-SR30). Canonical correlation analyses (CCA) were used to identify main independent metabolite-symptom axes of variance. Then, for the replication, we examined the association of the identified dimensions with metabolites from the same platform and cardiometabolic diseases in an independent population-based cohort ( = 6572).

RESULTS

CCA identified an overall depression dimension and a dimension resembling IMD, in which symptoms such as sleeping too much, increased appetite, and low energy level had higher relative loading. In the independent sample, the overall depression dimension was associated with lower cardiometabolic risk, such as (i.e. per s.d.) HOMA-1B -0.06 (95% CI -0.09 - -0.04), and visceral adipose tissue -0.10 cm (95% CI -0.14 - -0.07). In contrast, the IMD dimension was associated with well-known cardiometabolic diseases such as higher visceral adipose tissue 0.08 cm (95% CI 0.04-0.12), HOMA-1B 0.06 (95% CI 0.04-0.09), and lower HDL-cholesterol levels -0.03 mmol/L (95% CI -0.05 - -0.01).

CONCLUSIONS

Combining metabolomics and clinical symptoms we identified a replicable depression dimension associated with adverse metabolic alterations, in line with the IMD hypothesis. Patients with IMD may be at higher cardiometabolic risk and may benefit from specific treatment targeting underlying metabolic dysregulations.

摘要

背景

最近有假说提出存在一种“免疫代谢抑制”(IMD)维度,其特征是代谢失调。本研究结合代谢组学和抑郁症状数据,旨在确定与不良代谢改变风险增加相关的抑郁症状。

方法

聚类数据来自于过去 6 个月内患有重度抑郁症的 1094 名个体,以及来自 H-NMR 平台的 149 种代谢物和 30 种抑郁症状(IDS-SR30)的测量值。典型相关分析(CCA)用于确定主要的独立代谢物-症状变异轴。然后,为了验证,我们在一个独立的基于人群的队列中(=6572)检查了所识别的维度与来自同一平台的代谢物和心血管代谢疾病的关联。

结果

CCA 确定了一个整体的抑郁维度和一个类似于 IMD 的维度,其中诸如过度睡眠、食欲增加和低能量水平等症状具有更高的相对负荷。在独立样本中,整体抑郁维度与较低的心血管代谢风险相关,例如(即每标准差)HOMA-1B -0.06(95%CI-0.09- -0.04),以及内脏脂肪组织-0.10cm(95%CI-0.14- -0.07)。相比之下,IMD 维度与众所周知的心血管代谢疾病相关,例如更高的内脏脂肪组织 0.08cm(95%CI0.04-0.12)、HOMA-1B 0.06(95%CI0.04-0.09)和更低的 HDL-胆固醇水平-0.03mmol/L(95%CI-0.05- -0.01)。

结论

本研究结合代谢组学和临床症状,确定了一个可复制的与不良代谢改变相关的抑郁维度,与 IMD 假说一致。患有 IMD 的患者可能面临更高的心血管代谢风险,可能受益于针对潜在代谢失调的特定治疗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8cad/9874986/22aac1d490d5/S0033291721001471_fig1.jpg

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