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使用靶向代谢组学鉴定未用药精神分裂症患者的血浆生物标志物

Identification of Plasma Biomarkers in Drug-Naïve Schizophrenia Using Targeted Metabolomics.

作者信息

Su Qiao, Bi Fuyou, Yang Shu, Yan Huiming, Sun Xiaoxiao, Wang Jiayue, Qiu Yuying, Li Meijuan, Li Shen, Li Jie

机构信息

Tianjin Mental Health Institute, Tianjin Anding Hospital, Mental Health Center of Tianjin Medical University, Tianjin, China.

出版信息

Psychiatry Investig. 2023 Sep;20(9):818-825. doi: 10.30773/pi.2023.0121. Epub 2023 Sep 19.

Abstract

OBJECTIVE

Schizophrenia (SCZ) is a severe psychiatric disorder with unknown etiology and lacking specific biomarkers. Herein, we aimed to explore plasma biomarkers relevant to SCZ using targeted metabolomics.

METHODS

Sixty drug-naïve SCZ patients and 36 healthy controls were recruited. Psychotic symptoms were assessed using the Positive and Negative Syndrome Scale. We analyzed the levels of 271 metabolites in plasma samples from all subjects using targeted metabolomics, and identified metabolites that differed significantly between the two groups. Then we evaluated the diagnostic power of the metabolites based on receiver operating characteristic curves, and explored metabolites associated with the psychotic symptoms in SCZ patients.

RESULTS

Twenty-six metabolites showed significant differences between SCZ patients and healthy controls. Among them, 12 metabolites were phosphatidylcholines and cortisol, ceramide (d18:1/22:0), acetylcarnitine, and γ-aminobutyric acid, which could significantly distinguish SCZ from healthy controls with the area under the curve (AUC) above 0.7. Further, a panel consisting of the above 4 metabolites had an excellent performance with an AUC of 0.867. In SCZ patients, phosphatidylcholines were positively related with positive symptoms, and cholic acid was positively associated with negative symptoms.

CONCLUSION

Our study provides insights into the metabolite alterations associated with SCZ and potential biomarkers for its diagnosis and symptom severity assessment.

摘要

目的

精神分裂症(SCZ)是一种病因不明且缺乏特异性生物标志物的严重精神障碍。在此,我们旨在使用靶向代谢组学探索与SCZ相关的血浆生物标志物。

方法

招募了60例未服用过药物的SCZ患者和36名健康对照者。使用阳性和阴性症状量表评估精神病症状。我们使用靶向代谢组学分析了所有受试者血浆样本中271种代谢物的水平,并鉴定了两组之间有显著差异的代谢物。然后我们基于受试者工作特征曲线评估了这些代谢物的诊断能力,并探索了与SCZ患者精神病症状相关的代谢物。

结果

26种代谢物在SCZ患者和健康对照者之间显示出显著差异。其中,12种代谢物为磷脂酰胆碱、皮质醇、神经酰胺(d18:1/22:0)、乙酰肉碱和γ-氨基丁酸,它们能够以曲线下面积(AUC)高于0.7显著区分SCZ与健康对照者。此外,由上述4种代谢物组成的一组具有优异的性能,AUC为0.867。在SCZ患者中,磷脂酰胆碱与阳性症状呈正相关,胆酸与阴性症状呈正相关。

结论

我们的研究为与SCZ相关的代谢物改变以及其诊断和症状严重程度评估的潜在生物标志物提供了见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/49e9/10555515/3962ced24989/pi-2023-0121f1.jpg

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