Proteomic analysis of peripheral blood mononuclear cells in first episode psychosis – Protein and peptide-centered approaches to elucidate potential diagnostic biomarkers

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-08-30 DOI:10.1016/j.jprot.2024.105296
Catia Santa , João E. Rodrigues , Ana Martinho , Vera M. Mendes , Nuno Madeira , Manuel Coroa , Vítor Santos , Sofia Morais , Miguel Bajouco , Hélder Costa , Sandra I. Anjo , Inês Baldeiras , Antonio Macedo , Bruno Manadas
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Abstract

Diagnosing patients suffering from psychotic disorders is far from being achieved with molecular support, despite all the efforts to study these disorders from different perspectives. Characterizing the proteome of easily obtainable blood specimens, such as the peripheral blood mononuclear cells (PBMCs), has particular interest in biomarker discovery and generating pathophysiological knowledge. This approach has been explored in psychiatry, and while generating valuable information, it has not translated into meaningful biomarker discovery. In this project, we report the proof-of-concept of a methodology that aims to explore further information obtained with classical proteomics approaches that is easily overlooked. PBMC samples from first-episode psychosis and control subjects were subjected to a SWATH-MS approach, and the classical protein relative quantification was performed, where 389 proteins were found to be important to distinguish the two groups. Individual analysis of the quantified peptides was also performed, highlighting peptides of unchanged proteins that were significantly altered. With the combination of protein- and peptide-centered proteomics approaches, it is possible to highlight that information about proteoforms, namely regulation at the peptide level possibly due to post-translational modifications, is routinely overlooked and that its diagnostic potential should be further explored.

Significance

Our exploratory findings highlight the potential of MS-based proteomics strategies, combining protein- and peptide-centered approaches, to aid clinical decision-making in first-episode psychosis, helping to establish early biomarkers for schizophrenia and other psychotic disorders. Particularly, the less popular peptide-centered approach allows the identification/measurement of overlooked modulated peptides that may have potential biomarker characteristics. The application in parallel of protein- and peptide-centered strategies is transversal to research of other diseases, potentially allowing a more comprehensive characterization of the metabolic/pathophysiological alterations related to a specific disease.

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初发精神病患者外周血单核细胞的蛋白质组学分析--以蛋白质和肽为中心的方法阐明潜在的诊断生物标志物
尽管人们努力从不同角度研究精神障碍,但诊断精神障碍患者还远未获得分子支持。表征容易获得的血液标本(如外周血单核细胞(PBMC))的蛋白质组,对于发现生物标记物和生成病理生理学知识具有特别重要的意义。这种方法已在精神病学中进行了探索,虽然产生了有价值的信息,但还没有转化为有意义的生物标记物发现。在本项目中,我们报告了一种方法的概念验证,该方法旨在进一步探索通过经典蛋白质组学方法获得的、容易被忽视的信息。我们采用 SWATH-MS 方法检测了首发精神病患者和对照组患者的 PBMC 样本,并进行了经典蛋白质相对定量分析,结果发现有 389 种蛋白质对区分两组患者非常重要。此外,还对量化的肽段进行了单独分析,突出显示了未发生变化的蛋白质中发生显著变化的肽段。我们的探索性发现凸显了基于质谱的蛋白质组学策略的潜力,该策略结合了以蛋白质和肽为中心的方法,有助于初发精神病患者的临床决策,有助于建立精神分裂症和其他精神病的早期生物标志物。尤其是不太流行的以肽为中心的方法,可以识别/测量可能具有潜在生物标记特征的被忽视的调制肽。同时应用以蛋白质和肽为中心的策略对其他疾病的研究具有横向意义,有可能更全面地描述与特定疾病相关的代谢/病理生理改变。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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