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基于适体和抗体的蛋白质组学平台在真实世界记忆诊所队列的人类脑脊液样本中的直接比较

Head-to-Head Comparison of Aptamer- and Antibody-Based Proteomic Platforms in Human Cerebrospinal Fluid Samples from a Real-World Memory Clinic Cohort.

作者信息

Puerta Raquel, Cano Amanda, García-González Pablo, García-Gutiérrez Fernando, Capdevila Maria, de Rojas Itziar, Olivé Clàudia, Blázquez-Folch Josep, Sotolongo-Grau Oscar, Miguel Andrea, Montrreal Laura, Martino-Adami Pamela, Khan Asif, Orellana Adelina, Sung Yun Ju, Frikke-Schmidt Ruth, Marchant Natalie, Lambert Jean Charles, Rosende-Roca Maitée, Alegret Montserrat, Fernández Maria Victoria, Marquié Marta, Valero Sergi, Tárraga Lluís, Cruchaga Carlos, Ramírez Alfredo, Boada Mercè, Smets Bart, Cabrera-Socorro Alfredo, Ruiz Agustín

机构信息

Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya, 08029 Barcelona, Spain.

PhD Program in Biotecnology, Faculty of Pharmacy and Food Sciences, University of Barcelona, 08028 Barcelona, Spain.

出版信息

Int J Mol Sci. 2024 Dec 31;26(1):286. doi: 10.3390/ijms26010286.

Abstract

High-throughput proteomic platforms are crucial to identify novel Alzheimer's disease (AD) biomarkers and pathways. In this study, we evaluated the reproducibility and reliability of aptamer-based (SomaScan 7k) and antibody-based (Olink Explore 3k) proteomic platforms in cerebrospinal fluid (CSF) samples from the Ace Alzheimer Center Barcelona real-world cohort. Intra- and inter-platform reproducibility were evaluated through correlations between two independent SomaScan assays analyzing the same samples, and between SomaScan and Olink results. Association analyses were performed between proteomic measures, CSF biological traits, sample demographics, and AD endophenotypes. Our 12-category metric of reproducibility combining correlation analyses identified 2428 highly reproducible SomaScan CSF measures, with over 600 proteins well reproduced on another proteomic platform. The association analyses among AD clinical phenotypes revealed that the significant associations mainly involved reproducible proteins. The validation of reproducibility in these novel proteomics platforms, measured using this scarce biomaterial, is essential for accurate analysis and proper interpretation of innovative results. This classification metric could enhance confidence in multiplexed proteomic platforms and improve the design of future panels.

摘要

高通量蛋白质组学平台对于识别新型阿尔茨海默病(AD)生物标志物和通路至关重要。在本研究中,我们评估了基于适配体的(SomaScan 7k)和基于抗体的(Olink Explore 3k)蛋白质组学平台在巴塞罗那阿塞阿尔茨海默病中心真实世界队列脑脊液(CSF)样本中的可重复性和可靠性。通过分析相同样本的两个独立SomaScan检测之间以及SomaScan与Olink结果之间的相关性,评估平台内和平台间的可重复性。对蛋白质组学测量、脑脊液生物学特征、样本人口统计学和AD内表型之间进行关联分析。我们结合相关性分析的12类可重复性指标确定了2428个高度可重复的SomaScan脑脊液测量指标,其中600多种蛋白质在另一个蛋白质组学平台上得到了很好的重现。AD临床表型之间的关联分析表明,显著关联主要涉及可重复的蛋白质。使用这种稀缺生物材料对这些新型蛋白质组学平台的可重复性进行验证,对于准确分析和正确解释创新结果至关重要。这种分类指标可以增强对多重蛋白质组学平台的信心,并改进未来检测板的设计。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c116/11720409/1cd8cad72473/ijms-26-00286-g001.jpg

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