前瞻性研究揭示了血浆蛋白质组学与痴呆的联系。

IF 4.6 2区 医学 Q1 NEUROSCIENCES
Molecular Neurobiology Pub Date : 2025-06-01 Epub Date: 2025-01-30 DOI:10.1007/s12035-025-04716-9
Jincheng Li, Jialin Li, Shuaizhou Chen, Zhenqiu Liu, Jiacheng Dai, Yingzhe Wang, Mei Cui, Chen Suo, Kelin Xu, Li Jin, Xingdong Chen, Yanfeng Jiang
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引用次数: 0

摘要

研究痴呆症的血浆蛋白质组学特征提供了对其病理的见解,有助于生物标志物的发现,支持疾病监测,并为药物开发提供信息。在这里,我们分析了来自48,367名英国生物银行参与者的蛋白质组学分析数据。使用Cox和广义线性模型,我们检查了蛋白质组学特征和痴呆相关表型之间的纵向关联。采用孟德尔随机化分析来确定因果关系,并应用机器学习算法开发基于蛋白质的痴呆症预测模型。我们鉴定出74种与Bonferroni矫正后各种类型痴呆和认知功能风险显著相关的蛋白质。其中,生长/分化因子15 (GDF15)、胶质纤维酸性蛋白(GFAP)和神经丝轻多肽(NEFL)在所有类型的痴呆中都有很强的相关性。此外,有15种蛋白质与神经影像学定义的痴呆内表型显著相关。双样本孟德尔随机化分析进一步证实了痴呆相关蛋白与阿尔茨海默病之间的因果关系,特别是涉及GDF15、原癌基因酪氨酸-蛋白激酶受体Ret (Ret)和GFAP。此外,我们确定了三种与痴呆症相关的蛋白质模块,主要与免疫系统过程、血管生成和能量代谢有关,为了解该疾病潜在的生物学途径提供了见解。此外,我们提出了一个能够预测痴呆的十蛋白小组,中位随访期为8.6年,曲线下面积(AUC)为0.857(95%可信区间(CI), 0.837-0.876)。我们的研究结果揭示了痴呆症相关的血浆蛋白质组学特征及其因果关系,特别是GDF15-RET信号与阿尔茨海默病的关系,并提出了一种有希望用于高风险痴呆症筛查的蛋白质面板。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Prospective Investigation Unravels Plasma Proteomic Links to Dementia.

Investigating plasma proteomic signatures of dementia offers insights into its pathology, aids biomarker discovery, supports disease monitoring, and informs drug development. Here, we analyzed data from 48,367 UK Biobank participants with proteomic profiling. Using Cox and generalized linear models, we examined the longitudinal associations between proteomic signatures and dementia-related phenotypes. Mendelian randomization analysis was employed to identify causal associations, and machine learning algorithms were applied to develop protein-based models for dementia prediction. We identified 74 proteins significantly associated with the risk of various types of dementia and cognitive functions after Bonferroni correction. Among these, strong associations were observed for growth/differentiation factor 15 (GDF15), glial fibrillary acidic protein (GFAP), and neurofilament light polypeptide (NEFL), across all types of dementia. Additionally, 15 proteins demonstrated significant associations with neuroimaging-defined dementia endophenotypes. Two-sample Mendelian randomization analyses further substantiated causal relationships between dementia-associated proteins and Alzheimer's disease, particularly involving GDF15, proto-oncogene tyrosine-protein kinase receptor Ret (RET), and GFAP. Moreover, we identified three protein modules associated with dementia, primarily linked to immune system processes, angiogenesis, and energy metabolism, providing insights into potential biological pathways underlying the disease. Furthermore, we proposed a ten-protein panel capable of forecasting dementia over a median follow-up period of 8.6 years, achieving an area under the curve (AUC) of 0.857 (95% confidence interval (CI), 0.837-0.876). Our results revealed dementia-associated plasma proteomic signatures, and their causal relationships, notably GDF15-RET signaling with Alzheimer's disease, and proposed a promising protein panel for high-risk dementia screening.

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来源期刊
Molecular Neurobiology
Molecular Neurobiology 医学-神经科学
CiteScore
9.00
自引率
2.00%
发文量
480
审稿时长
1 months
期刊介绍: Molecular Neurobiology is an exciting journal for neuroscientists needing to stay in close touch with progress at the forefront of molecular brain research today. It is an especially important periodical for graduate students and "postdocs," specifically designed to synthesize and critically assess research trends for all neuroscientists hoping to stay active at the cutting edge of this dramatically developing area. This journal has proven to be crucial in departmental libraries, serving as essential reading for every committed neuroscientist who is striving to keep abreast of all rapid developments in a forefront field. Most recent significant advances in experimental and clinical neuroscience have been occurring at the molecular level. Until now, there has been no journal devoted to looking closely at this fragmented literature in a critical, coherent fashion. Each submission is thoroughly analyzed by scientists and clinicians internationally renowned for their special competence in the areas treated.
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