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剖析炎症、代谢失调与特定抑郁症状之间的关联:一项基于遗传关联和双样本 Mendelian 随机化研究

Dissecting the Association Between Inflammation, Metabolic Dysregulation, and Specific Depressive Symptoms: A Genetic Correlation and 2-Sample Mendelian Randomization Study.

机构信息

Department of Research in Translational Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany.

International Max Planck Research School for Translational Psychiatry, Munich, Germany.

出版信息

JAMA Psychiatry. 2021 Feb 1;78(2):161-170. doi: 10.1001/jamapsychiatry.2020.3436.

DOI:10.1001/jamapsychiatry.2020.3436
PMID:33079133
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7577200/
Abstract

IMPORTANCE

Observational studies highlight associations of C-reactive protein (CRP), a general marker of inflammation, and interleukin 6 (IL-6), a cytokine-stimulating CRP production, with individual depressive symptoms. However, it is unclear whether inflammatory activity is associated with individual depressive symptoms and to what extent metabolic dysregulation underlies the reported associations.

OBJECTIVE

To explore the genetic overlap and associations between inflammatory activity, metabolic dysregulation, and individual depressive symptoms.

GWAS DATA SOURCES

Genome-wide association study (GWAS) summary data of European individuals, including the following: CRP levels (204 402 individuals); 9 individual depressive symptoms (3 of which did not differentiate between underlying diametrically opposite symptoms [eg, insomnia and hypersomnia]) as measured with the Patient Health Questionnaire 9 (up to 117 907 individuals); summary statistics for major depression, including and excluding UK Biobank participants, resulting in sample sizes of 500 199 and up to 230 214 individuals, respectively; insomnia (up to 386 533 individuals); body mass index (BMI) (up to 322 154 individuals); and height (up to 253 280 individuals).

DESIGN

In this genetic correlation and 2-sample mendelian randomization (MR) study, linkage disequilibrium score (LDSC) regression was applied to infer single-nucleotide variant-based heritability and genetic correlation estimates. Two-sample MR tested potential causal associations of genetic variants associated with CRP levels, IL-6 signaling, and BMI with depressive symptoms. The study dates were November 2019 to April 2020.

RESULTS

Based on large GWAS data sources, genetic correlation analyses revealed consistent false discovery rate (FDR)-controlled associations (genetic correlation range, 0.152-0.362; FDR P = .006 to P < .001) between CRP levels and depressive symptoms that were similar in size to genetic correlations of BMI with depressive symptoms. Two-sample MR analyses suggested that genetic upregulation of IL-6 signaling was associated with suicidality (estimate [SE], 0.035 [0.010]; FDR plus Bonferroni correction P = .01), a finding that remained stable across statistical models and sensitivity analyses using alternative instrument selection strategies. Mendelian randomization analyses did not consistently show associations of higher CRP levels or IL-6 signaling with other depressive symptoms, but higher BMI was associated with anhedonia, tiredness, changes in appetite, and feelings of inadequacy.

CONCLUSIONS AND RELEVANCE

This study reports coheritability between CRP levels and individual depressive symptoms, which may result from the potentially causal association of metabolic dysregulation with anhedonia, tiredness, changes in appetite, and feelings of inadequacy. The study also found that IL-6 signaling is associated with suicidality. These findings may have clinical implications, highlighting the potential of anti-inflammatory approaches, especially IL-6 blockade, as a putative strategy for suicide prevention.

摘要

重要性

观察性研究强调 C 反应蛋白(CRP)——一种炎症的一般标志物和白细胞介素 6(IL-6)——一种刺激 CRP 产生的细胞因子,与个体抑郁症状之间存在关联。然而,目前尚不清楚炎症活动是否与个体抑郁症状有关,以及代谢失调在报告的关联中起到何种程度的作用。

目的

探索炎症活动、代谢失调与个体抑郁症状之间的遗传重叠和关联。

GWAS 数据来源:包括以下内容的欧洲个体全基因组关联研究(GWAS)汇总数据:CRP 水平(204402 人);9 项个体抑郁症状(其中 3 项未区分截然相反的症状[例如失眠和嗜睡]),采用患者健康问卷 9(多达 117907 人)进行测量;包括和不包括英国生物库参与者的重度抑郁症汇总统计数据,分别产生了 500199 人和多达 230214 人的样本量;失眠(多达 386533 人);体重指数(BMI)(多达 322154 人);和身高(多达 253280 人)。

设计

在这项遗传相关性和 2 样本 Mendelian 随机化(MR)研究中,应用连锁不平衡评分(LDSC)回归来推断基于单核苷酸变异的遗传率和遗传相关性估计。2 样本 MR 测试了与 CRP 水平、IL-6 信号和 BMI 相关的遗传变异与抑郁症状之间潜在的因果关联。研究日期为 2019 年 11 月至 2020 年 4 月。

结果

基于大型 GWAS 数据来源,遗传相关性分析显示 CRP 水平与抑郁症状之间存在一致的经错误发现率(FDR)控制的关联(遗传相关性范围,0.152-0.362;FDR P=0.006 至 P<0.001),其大小与 BMI 与抑郁症状的遗传相关性相似。2 样本 MR 分析表明,IL-6 信号的遗传上调与自杀意念相关(估计值[SE],0.035[0.010];FDR 加 Bonferroni 校正 P=0.01),这一发现在不同的统计模型和使用替代工具选择策略的敏感性分析中保持稳定。Mendelian 随机化分析并未一致显示较高的 CRP 水平或 IL-6 信号与其他抑郁症状之间存在关联,但较高的 BMI 与快感缺失、疲倦、食欲变化和不称职感相关。

结论和意义

本研究报告了 CRP 水平与个体抑郁症状之间的共同遗传,这可能是由于代谢失调与快感缺失、疲倦、食欲变化和不称职感之间存在潜在的因果关系。该研究还发现 IL-6 信号与自杀意念相关。这些发现可能具有临床意义,突出了抗炎方法的潜在作用,特别是 IL-6 阻断,作为预防自杀的一种可能策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6e58/7577200/3b1128de6cef/jamapsychiatry-e203436-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6e58/7577200/ef23bfd3784a/jamapsychiatry-e203436-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6e58/7577200/3b1128de6cef/jamapsychiatry-e203436-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6e58/7577200/ef23bfd3784a/jamapsychiatry-e203436-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6e58/7577200/3b1128de6cef/jamapsychiatry-e203436-g002.jpg

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