Identifying novel protein biomarkers with cross-psychiatric disorders effects and potential intervention targets: Evidence from proteomic-Mendelian randomization

IF 5.3 2区 医学 Q1 CLINICAL NEUROLOGY
Ronghui Zhang , Jia Luo , Tong Wang , Weijing Wang , Jing Sun , Dongfeng Zhang
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Abstract

Plasma proteins are the potential therapeutic targets for psychiatric disorders due to their important roles in signal transduction. We aimed to explore the plasma protein biomarkers with cross-psychiatric disorders effects. Proteome-wide Mendelian randomization (MR) and colocalization analyses were performed to investigate the potential causal relationship between plasma protein biomarkers and 12 psychiatric disorders and further identify the potential proteins with cross-effects. To assess the directionality and exclude potential reverse causation, Steiger directionality tests and reverse MR analyses were additionally conducted. Then, validation analysis was performed by employing summary data from cross-psychiatric disorder GWAS to validate the cross-psychiatric effects of proteins. Protein-protein interactions were conducted to evaluate the interaction between candidate proteins and druggability assessment was used to prioritize potential drug targets for psychiatric disorders. We identified novel plasma proteins that possessed cross-psychiatric disorder effects, especially BTN2A1 and BTN3A2 associated with major depressive disorder (MDD), schizophrenia (SCZ), and bipolar disorder (BIP); ITIH1, ITIH3, ITIH4 and FES associated with SCZ and BIP, and the cross-effects of these proteins on SCZ and BIP were confirmed by validation analyses. Steiger tests and reverse MR supported causal directionality. Besides, the protein-protein interactions (PPI) analysis indicated cross-effects proteins had significant interaction, especially ITIH1-ITIH3. The druggability assessment prioritized eight proteins, two of which (ITIH3 and NCAM1) has been targeted by antipsychotic drugs. Our findings provided insights into shared biological mechanisms underlying these conditions.
鉴定具有交叉精神障碍效应和潜在干预目标的新型蛋白质生物标志物:来自蛋白质组学-孟德尔随机化的证据
血浆蛋白因其在信号转导中的重要作用而成为精神疾病的潜在治疗靶点。我们的目的是探讨血浆蛋白生物标志物与交叉精神障碍的影响。通过蛋白质组孟德尔随机化(MR)和共定位分析,研究血浆蛋白生物标志物与12种精神疾病之间的潜在因果关系,并进一步确定具有交叉效应的潜在蛋白质。为了评估方向性并排除潜在的反向因果关系,我们还进行了Steiger方向性检验和反向MR分析。然后,利用交叉精神障碍GWAS的汇总数据进行验证分析,以验证蛋白质的交叉精神效应。通过蛋白-蛋白相互作用来评估候选蛋白之间的相互作用,并通过可药物性评估来优先考虑精神障碍的潜在药物靶点。我们发现了具有交叉精神障碍作用的新型血浆蛋白,特别是与重度抑郁症(MDD)、精神分裂症(SCZ)和双相情感障碍(BIP)相关的BTN2A1和BTN3A2;验证分析证实了ITIH1、ITIH3、ITIH4和FES与SCZ和BIP相关,以及这些蛋白对SCZ和BIP的交叉作用。Steiger检验和反向MR支持因果性。此外,蛋白质-蛋白质相互作用(PPI)分析显示交叉效应蛋白具有显著的相互作用,尤其是ITIH1-ITIH3。药物性评估优先考虑了8种蛋白,其中2种(ITIH3和NCAM1)已被抗精神病药物靶向。我们的发现为这些疾病背后的共同生物学机制提供了见解。
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来源期刊
CiteScore
12.00
自引率
1.80%
发文量
153
审稿时长
56 days
期刊介绍: Progress in Neuro-Psychopharmacology & Biological Psychiatry is an international and multidisciplinary journal which aims to ensure the rapid publication of authoritative reviews and research papers dealing with experimental and clinical aspects of neuro-psychopharmacology and biological psychiatry. Issues of the journal are regularly devoted wholly in or in part to a topical subject. Progress in Neuro-Psychopharmacology & Biological Psychiatry does not publish work on the actions of biological extracts unless the pharmacological active molecular substrate and/or specific receptor binding properties of the extract compounds are elucidated.
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