重度抑郁症急性期和早期缓解期血浆蛋白谱与症状和治疗反应的相关性

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2024-09-18 DOI:10.3389/fpsyt.2024.1425552
Pavel Křenek, Eliška Bartečková, Markéta Makarová, Tomáš Pompa, Jana Fialová Kučerová, Jan Kučera, Alena Damborská, Jana Hořínková, Julie Bienertová-Vašků
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摘要

方法 在这项纵向观察研究中,对 26 名因中度至重度抑郁症住院的患者进行了分析。研究采用了液相色谱-串联质谱法(LC-MS/MS)和临床指标,包括蒙哥马利-埃斯伯格抑郁量表(MADRS)得出的症状。血浆蛋白分析在急性抑郁症发病时和治疗 6 周后进行。分析方法包括微阵列数据线性模型 (LIMMA)、加权相关网络分析 (WGCNA)、广义线性模型、随机森林和注释、可视化和综合发现数据库 (DAVID)。一个富含适应性免疫相关蛋白的模块与躯体综合征的表现、治疗反应相关,并与病情缓解成反比。一个与细胞粘附有关的模块与情感症状和妄想有关,并在最初发作和治疗反应中发挥作用。结论这项研究表明,血浆蛋白质组与 MDD 的临床表现之间存在复杂的相互作用,表明躯体症状、情感症状和精神症状可能代表了 MDD 不同的内表型表现。这些见解为推进有针对性的治疗策略和诊断工具提供了可能。研究的样本量有限,而且采用了自然主义设计,涵盖了不同的治疗方式,因此在方法上受到了限制。此外,分析的重点是外周血蛋白,这可能会对可解释性产生影响。
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Correlating plasma protein profiles with symptomatology and treatment response in acute phase and early remission of major depressive disorder
ObjectivesThis study aimed to explore the relationship between plasma proteome and the clinical features of Major Depressive Disorder (MDD) during treatment of acute episode.MethodsIn this longitudinal observational study, 26 patients hospitalized for moderate to severe MDD were analyzed. The study utilized Liquid Chromatography with Tandem Mass Spectrometry (LC-MS/MS) alongside clinical metrics, including symptomatology derived from the Montgomery-Åsberg Depression Rating Scale (MADRS). Plasma protein analysis was conducted at the onset of acute depression and 6 weeks into treatment. Analytical methods comprised of Linear Models for Microarray Data (LIMMA), Weighted Correlation Network Analysis (WGCNA), Generalized Linear Models, Random Forests, and The Database for Annotation, Visualization and Integrated Discovery (DAVID).ResultsFive distinct plasma protein modules were identified, correlating with specific biological processes, and uniquely associated with symptom presentation, the disorder’s trajectory, and treatment response. A module rich in proteins related to adaptive immunity was correlated with the manifestation of somatic syndrome, treatment response, and inversely associated with achieving remission. A module associated with cell adhesion was linked to affective symptoms and avolition, and played a role in the initial episodes and treatment response. Another module, characterized by proteins involved in blood coagulation and lipid transport, exhibited negative correlations with a variety of MDD symptoms and was predominantly associated with the manifestation of psychotic symptoms.ConclusionThis research points to a complex interplay between the plasma proteome and MDD’s clinical presentation, suggesting that somatic, affective, and psychotic symptoms may represent distinct endophenotypic manifestations of MDD. These insights hold potential for advancing targeted therapeutic strategies and diagnostic tools.LimitationsThe study’s limited sample size and its naturalistic design, encompassing diverse treatment modalities, present methodological constraints. Furthermore, the analysis focused on peripheral blood proteins, with potential implications for interpretability.
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