German Cancer Consortium (DKTK), partner site Berlin, Berlin, Germany.
German Cancer Research Center (DKFZ), Heidelberg, Germany.
Nat Commun. 2021 Jun 11;12(1):3576. doi: 10.1038/s41467-021-23855-w.
Formalin-fixed paraffin-embedded (FFPE) tissues are a valuable resource for retrospective clinical studies. Here, we evaluate the feasibility of (phospho-)proteomics on FFPE lung tissue regarding protein extraction, quantification, pre-analytics, and sample size. After comparing protein extraction protocols, we use the best-performing protocol for the acquisition of deep (phospho-)proteomes from lung squamous cell and adenocarcinoma with >8,000 quantified proteins and >14,000 phosphosites with a tandem mass tag (TMT) approach. With a microscaled approach, we quantify 7,000 phosphosites, enabling the analysis of FFPE biopsies with limited tissue amounts. We also investigate the influence of pre-analytical variables including fixation time and heat-assisted de-crosslinking on protein extraction efficiency and proteome coverage. Our improved workflows provide quantitative information on protein abundance and phosphosite regulation for the most relevant oncogenes, tumor suppressors, and signaling pathways in lung cancer. Finally, we present general guidelines to which methods are best suited for different applications, highlighting TMT methods for comprehensive (phospho-)proteome profiling for focused clinical studies and label-free methods for large cohorts.
福尔马林固定石蜡包埋(FFPE)组织是回顾性临床研究的宝贵资源。在这里,我们评估了(磷酸化)蛋白质组学在 FFPE 肺组织上的可行性,包括蛋白质提取、定量、预分析和样本量。在比较了蛋白质提取方案后,我们使用表现最佳的方案,从肺鳞癌和腺癌中获取深度(磷酸化)蛋白质组,使用串联质量标签(TMT)方法定量了超过 8000 种蛋白质和超过 14000 个磷酸化位点。采用微尺度方法,我们定量了 7000 个磷酸化位点,能够分析具有有限组织量的 FFPE 活检。我们还研究了预分析变量(包括固定时间和热辅助去交联)对蛋白质提取效率和蛋白质组覆盖度的影响。我们改进的工作流程为肺癌中最相关的癌基因、肿瘤抑制因子和信号通路提供了定量的蛋白质丰度和磷酸化位点调节信息。最后,我们提出了一般性的指导原则,指出哪种方法最适合不同的应用,强调 TMT 方法适用于聚焦临床研究的全面(磷酸化)蛋白质组学分析,而无标记方法适用于大样本量。