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精神分裂症、抑郁症和双相情感障碍患者血浆中的脂质改变特征。

Lipid Alteration Signature in the Blood Plasma of Individuals With Schizophrenia, Depression, and Bipolar Disorder.

机构信息

Vladimir Zelman Center for Neurobiology and Brain Rehabilitation, Skolkovo Institute of Science and Technology, Moscow, Russia.

Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, Russia.

出版信息

JAMA Psychiatry. 2023 Mar 1;80(3):250-259. doi: 10.1001/jamapsychiatry.2022.4350.

Abstract

IMPORTANCE

No clinically applicable diagnostic test exists for severe mental disorders. Lipids harbor potential as disease markers.

OBJECTIVE

To define a reproducible profile of lipid alterations in the blood plasma of patients with schizophrenia (SCZ) independent of demographic and environmental variables and to investigate its specificity in association with other psychiatric disorders, ie, major depressive disorder (MDD) and bipolar disorder (BPD).

DESIGN, SETTING, AND PARTICIPANTS: This was a multicohort case-control diagnostic analysis involving plasma samples from psychiatric patients and control individuals collected between July 17, 2009, and May 18, 2018. Study participants were recruited as consecutive and volunteer samples at multiple inpatient and outpatient mental health hospitals in Western Europe (Germany and Austria [DE-AT]), China (CN), and Russia (RU). Individuals with DSM-IV or International Statistical Classification of Diseases and Related Health Problems, Tenth Revision diagnoses of SCZ, MDD, BPD, or a first psychotic episode, as well as age- and sex-matched healthy controls without a mental health-related diagnosis were included in the study. Samples and data were analyzed from January 2018 to September 2020.

MAIN OUTCOMES AND MEASURES

Plasma lipidome composition was assessed using liquid chromatography coupled with untargeted mass spectrometry.

RESULTS

Blood lipid levels were assessed in 980 individuals (mean [SD] age, 36 [13] years; 510 male individuals [52%]) diagnosed with SCZ, BPD, MDD, or those with a first psychotic episode and in 572 controls (mean [SD] age, 34 [13] years; 323 male individuals [56%]). A total of 77 lipids were found to be significantly altered between those with SCZ (n = 436) and controls (n = 478) in all 3 sample cohorts. Alterations were consistent between cohorts (CN and RU: [Pearson correlation] r = 0.75; DE-AT and CN: r = 0.78; DE-AT and RU: r = 0.82; P < 10-38). A lipid-based predictive model separated patients with SCZ from controls with high diagnostic ability (area under the receiver operating characteristic curve = 0.86-0.95). Lipidome alterations in BPD and MDD, assessed in 184 and 256 individuals, respectively, were found to be similar to those of SCZ (BPD: r = 0.89; MDD: r = 0.92; P < 10-79). Assessment of detected alterations in individuals with a first psychotic episode, as well as patients with SCZ not receiving medication, demonstrated only limited association with medication restricted to particular lipids.

CONCLUSIONS AND RELEVANCE

In this study, SCZ was accompanied by a reproducible profile of plasma lipidome alterations, not associated with symptom severity, medication, and demographic and environmental variables, and largely shared with BPD and MDD. This lipid alteration signature may represent a trait marker of severe psychiatric disorders, indicating its potential to be transformed into a clinically applicable testing procedure.

摘要

重要性

目前尚无适用于严重精神障碍的临床诊断检测方法。脂质具有作为疾病标志物的潜力。

目的

定义一组在精神分裂症(SCZ)患者血液血浆中可重现的脂质改变图谱,该图谱独立于人口统计学和环境变量,并研究其在与其他精神障碍(即重度抑郁症(MDD)和双相情感障碍(BPD))相关时的特异性。

设计、设置和参与者:这是一项多队列病例对照诊断分析,涉及 2009 年 7 月 17 日至 2018 年 5 月 18 日期间采集的来自欧洲西部(德国和奥地利[DE-AT])、中国(CN)和俄罗斯(RU)的精神科患者和对照个体的血浆样本。研究参与者为在多个住院和门诊心理健康医院连续和自愿招募的 DSM-IV 或国际疾病分类和相关健康问题,第十次修订版诊断为 SCZ、MDD、BPD 或首次精神病发作的个体,以及年龄和性别匹配的无心理健康相关诊断的健康对照者。样本和数据于 2018 年 1 月至 2020 年 9 月进行分析。

主要结果和措施

使用液相色谱法与非靶向质谱联用评估血浆脂质组组成。

结果

评估了 980 名个体(平均[标准差]年龄,36[13]岁;510 名男性个体[52%])的血脂水平,这些个体患有 SCZ、BPD、MDD 或首次精神病发作,以及 572 名对照者(平均[标准差]年龄,34[13]岁;323 名男性个体[56%])。在所有 3 个样本队列中,发现 77 种脂质在 SCZ(n=436)和对照组(n=478)之间存在明显改变。队列之间的变化是一致的(CN 和 RU:[皮尔逊相关]r=0.75;DE-AT 和 CN:r=0.78;DE-AT 和 RU:r=0.82;P<10-38)。基于脂质的预测模型以较高的诊断能力(受试者工作特征曲线下面积[AUROC]为 0.86-0.95)将 SCZ 患者与对照组患者区分开来。在分别评估了 184 名和 256 名 BPD 和 MDD 个体后,发现 BPD 和 MDD 的脂质组改变与 SCZ 相似(BPD:r=0.89;MDD:r=0.92;P<10-79)。对首次精神病发作个体中检测到的改变的评估,以及未接受药物治疗的 SCZ 患者,仅与特定脂质的药物治疗有一定关联。

结论和相关性

在这项研究中,SCZ 伴有可重现的血浆脂质组改变图谱,与症状严重程度、药物治疗、人口统计学和环境变量无关,并且与 BPD 和 MDD 有很大程度的相似性。这种脂质改变特征可能代表严重精神障碍的特征标志物,表明其有可能转化为临床适用的检测程序。

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