Dey Amit K, Olinger Bradley, Boroumand Mozhgan, Fernandez Maria Emilia, Camandola Simonetta, Price Nathan L, de Cabo Rafael, Basisty Nathan
Translational Gerontology Branch, National Institute on Aging, National Institutes of Health, Baltimore, Maryland, USA.
bioRxiv. 2025 Jul 7:2025.06.24.661372. doi: 10.1101/2025.06.24.661372.
Assessing and validating circulating biomarkers is essential for the development of pre-clinical biomarkers that predict biological aging and aging-phenotypes in mice. However, comprehensive proteomics of serum, especially in longitudinal mouse studies, are limited by low volumes of samples. In this study, we develop a workflow for comprehensive and quantitative proteomic analysis of low volume mouse serum and demonstrate its utility and performance in identifying and evaluating key associations with aging phenotypes. Notably, a nanoparticle (NP)-based serum processing workflow coupled to mass spectrometry (MS) increases proteomic coverage by 3 to 6-fold across a range of volumes and provides a quantitative and reproducible (CV < 10%) pipeline for NP-based studies. In a study of 30 mice (aged 12, 24, and 30 months), we uncovered 3992 protein groups across all samples (2235 on average) in 20 μL of serum and highlight novel insights into aging-associated changes in serum and associations with glucose and body composition. With 1 μL additional serum, a 48-cytokine assay quantified 39 additional proteins not identified by MS. This study establishes a powerful workflow that enables deep quantitative proteomics of biologically relevant proteins in volumes feasibly obtained from mice (21 μL of serum) and presents fundamental insights into the aging serum proteome.
评估和验证循环生物标志物对于开发预测小鼠生物衰老和衰老表型的临床前生物标志物至关重要。然而,血清的全面蛋白质组学,尤其是在纵向小鼠研究中,受到样本量少的限制。在本研究中,我们开发了一种用于低体积小鼠血清全面定量蛋白质组分析的工作流程,并展示了其在识别和评估与衰老表型的关键关联方面的实用性和性能。值得注意的是,基于纳米颗粒(NP)的血清处理工作流程与质谱(MS)相结合,在一系列体积范围内将蛋白质组覆盖率提高了3至6倍,并为基于NP的研究提供了一个定量且可重复(CV<10%)的流程。在一项对30只小鼠(年龄分别为12、24和30个月)的研究中,我们在20μL血清中的所有样本(平均2235个)中发现了3992个蛋白质组,并突出了血清中与衰老相关变化以及与葡萄糖和身体成分关联的新见解。额外加入1μL血清,一项48种细胞因子检测定量了39种未通过质谱鉴定的蛋白质。本研究建立了一个强大的工作流程,能够对从小鼠身上可行获取的体积(21μL血清)中的生物学相关蛋白质进行深度定量蛋白质组学分析,并对衰老血清蛋白质组提出了基本见解。