NantOmics , 9600 Medical Center Drive , Rockville , Maryland 20850 , United States.
Department of Genome Sciences , University of Washington , 3720 15th Avenue NE , Seattle , Washington 98195 , United States.
J Proteome Res. 2019 Jan 4;18(1):426-435. doi: 10.1021/acs.jproteome.8b00699. Epub 2018 Dec 12.
Mass spectrometry-based protein quantitation is currently used to measure therapeutically relevant protein biomarkers in CAP/CLIA setting to predict likely responses of known therapies. Selected reaction monitoring (SRM) is the method of choice due to its outstanding analytical performance. However, data-independent acquisition (DIA) is now emerging as a proteome-scale clinical assay. We evaluated the ability of DIA to profile the patient-specific proteomes of sample-limited tumor biopsies and to quantify proteins of interest in a targeted fashion using formalin-fixed, paraffin-embedded (FFPE) tumor biopsies ( n = 12) selected from our clinical laboratory. DIA analysis on the tumor biopsies provided 3713 quantifiable proteins including actionable biomarkers currently in clinical use, successfully separated two gastric cancers from colorectal cancer specimen solely on the basis of global proteomic profiles, and identified subtype-specific proteins with prognostic or diagnostic value. We demonstrate the potential use of DIA-based quantitation to inform therapeutic decision-making using TUBB3, for which clinical cutoff expression levels have been established by SRM. Comparative analysis of DIA-based proteomic profiles and mRNA expression levels found positively and negatively correlated protein-gene pairs, a finding consistent with previously reported results from fresh-frozen tumor tissues.
基于质谱的蛋白质定量目前用于测量 CAP/CLIA 环境中治疗相关的蛋白质生物标志物,以预测已知治疗方法的可能反应。由于其出色的分析性能,选择反应监测 (SRM) 是首选方法。然而,数据非依赖性采集 (DIA) 现在作为一种蛋白质组规模的临床检测方法正在出现。我们评估了 DIA 对有限量肿瘤活检样本中患者特异性蛋白质组进行分析的能力,并使用福尔马林固定、石蜡包埋(FFPE)肿瘤活检(n = 12)以靶向方式定量感兴趣的蛋白质,这些样本是从我们的临床实验室中选择的。DIA 分析在肿瘤活检中提供了 3713 种可定量的蛋白质,包括目前正在临床使用的可操作生物标志物,成功地仅根据全局蛋白质组谱将两个胃癌与结直肠癌标本区分开来,并鉴定出具有预后或诊断价值的亚型特异性蛋白质。我们展示了使用 DIA 定量来告知治疗决策的潜力,使用 TUBB3 进行了说明,其临床截止表达水平已通过 SRM 确定。DIA 基于蛋白质组学谱和 mRNA 表达水平的比较分析发现了正相关和负相关的蛋白-基因对,这一发现与以前从新鲜冷冻肿瘤组织中报告的结果一致。