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血液代谢组学生物标志物与脑代谢物及患者报告结局的相关性:精神分裂症个体化诊断的新方法。

Association of Blood Metabolomics Biomarkers with Brain Metabolites and Patient-Reported Outcomes as a New Approach in Individualized Diagnosis of Schizophrenia.

机构信息

Department of Medical Diagnostics, Jagiellonian University Medical College, Faculty of Pharmacy, 30-688 Krakow, Poland.

Department of Biochemical Toxicology, Jagiellonian University Medical College, Faculty of Pharmacy, 30-688 Krakow, Poland.

出版信息

Int J Mol Sci. 2024 Feb 15;25(4):2294. doi: 10.3390/ijms25042294.

Abstract

Given its polygenic nature, there is a need for a personalized approach to schizophrenia. The aim of the study was to select laboratory biomarkers from blood, brain imaging, and clinical assessment, with an emphasis on patients' self-report questionnaires. Metabolomics studies of serum samples from 51 patients and 45 healthy volunteers, based on the liquid chromatography-electrospray ionization-mass spectrometry (LC-ESI-MS/MS), led to the identification of 3 biochemical indicators (cortisol, glutamate, lactate) of schizophrenia. These metabolites were sequentially correlated with laboratory tests results, imaging results, and clinical assessment outcomes, including patient self-report outcomes. The hierarchical cluster analysis on the principal components (HCPC) was performed to identify the most homogeneous clinical groups. Significant correlations were noted between blood lactates and 11 clinical and 10 neuroimaging parameters. The increase in lactate and cortisol were significantly associated with a decrease in immunological parameters, especially with the level of reactive lymphocytes. The strongest correlations with the level of blood lactate and cortisol were demonstrated by brain glutamate, N-acetylaspartate and the concentrations of glutamate and glutamine, creatine and phosphocreatine in the prefrontal cortex. Metabolomics studies and the search for associations with brain parameters and self-reported outcomes may provide new diagnostic evidence to specific schizophrenia phenotypes.

摘要

鉴于精神分裂症的多基因性质,需要采用个性化方法进行治疗。本研究的目的是从血液、脑成像和临床评估中选择实验室生物标志物,重点关注患者的自我报告问卷。对 51 名患者和 45 名健康志愿者的血清样本进行基于液相色谱-电喷雾电离-质谱(LC-ESI-MS/MS)的代谢组学研究,鉴定出 3 种精神分裂症的生化指标(皮质醇、谷氨酸、乳酸)。这些代谢物依次与实验室检测结果、成像结果和临床评估结果(包括患者的自我报告结果)相关联。对主成分(HCPC)进行层次聚类分析,以确定最同质的临床组。血液中乳酸与 11 项临床和 10 项神经影像学参数之间存在显著相关性。乳酸和皮质醇的增加与免疫参数的降低显著相关,尤其是与反应性淋巴细胞水平的降低相关。血液中乳酸和皮质醇水平与脑谷氨酸、N-乙酰天冬氨酸以及前额叶皮质中谷氨酸和谷氨酰胺浓度、肌酸和磷酸肌酸的相关性最强。代谢组学研究和寻找与脑参数及自我报告结果的关联,可能为特定的精神分裂症表型提供新的诊断证据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/58a4/10888632/4c99ebd9b4aa/ijms-25-02294-g001.jpg

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