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脂质组学在精神病学中的应用:基于血浆的精神分裂症和双相情感障碍潜在生物标志物

Application of Lipidomics in Psychiatry: Plasma-Based Potential Biomarkers in Schizophrenia and Bipolar Disorder.

作者信息

Costa Alana C, Riça Larissa B, van de Bilt Martinus, Zandonadi Flávia S, Gattaz Wagner F, Talib Leda L, Sussulini Alessandra

机构信息

Laboratory of Neuroscience (LIM-27), Department and Institute of Psychiatry, University of Sao Paulo Medical School, Sao Paulo 05403903, Brazil.

Instituto Nacional de Biomarcadores em Neuropsiquiatria (INBioN), Conselho Nacional de Desenvolvimento Científico e Tecnológico, Sao Paulo 05403903, Brazil.

出版信息

Metabolites. 2023 Apr 27;13(5):600. doi: 10.3390/metabo13050600.

Abstract

In this study, we obtained a lipidomic profile of plasma samples from drug-naïve patients with schizophrenia (SZ) and bipolar disorder (BD) in comparison to healthy controls. The sample cohort consisted of 30 BD and 30 SZ patients and 30 control individuals. An untargeted lipidomics strategy using liquid chromatography coupled with high-resolution mass spectrometry was employed to obtain the lipid profiles. Data were preprocessed, then univariate (-test) and multivariate (principal component analysis and orthogonal partial least squares discriminant analysis) statistical tools were applied to select differential lipids, which were putatively identified. Afterward, multivariate receiver operating characteristic tests were performed, and metabolic pathway networks were constructed, considering the differential lipids. Our results demonstrate alterations in distinct lipid pathways, especially in glycerophospholipids, sphingolipids and glycerolipids, between SZ and BD patients. The results obtained in this study may serve as a basis for differential diagnosis, which is crucial for effective treatment and improving the quality of life of patients with psychotic disorders.

摘要

在本研究中,我们获取了未服用过药物的精神分裂症(SZ)和双相情感障碍(BD)患者血浆样本的脂质组学图谱,并与健康对照进行比较。样本队列包括30名BD患者、30名SZ患者和30名对照个体。采用液相色谱联用高分辨率质谱的非靶向脂质组学策略来获取脂质谱。对数据进行预处理,然后应用单变量(t检验)和多变量(主成分分析和正交偏最小二乘判别分析)统计工具来选择差异脂质,并对其进行初步鉴定。随后,进行多变量受试者工作特征测试,并构建考虑差异脂质的代谢途径网络。我们的结果表明,SZ和BD患者之间不同的脂质途径存在改变,尤其是甘油磷脂、鞘脂和甘油脂。本研究获得的结果可为鉴别诊断提供依据,这对于有效治疗和改善精神障碍患者的生活质量至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4c29/10222421/cdeab54da9da/metabolites-13-00600-g001.jpg

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