Mohammed Yassene, van Vlijmen Bart J, Yang Juncong, Percy Andrew J, Palmblad Magnus, Borchers Christoph H, Rosendaal Frits R
Genome British Columbia Proteomics Centre, University of Victoria, Victoria, BC, Canada.
Center for Proteomics and Metabolomics and.
Blood Adv. 2017 Jun 20;1(15):1080-1087. doi: 10.1182/bloodadvances.2017007955. eCollection 2017 Jun 27.
The plasma levels of pro- and anticoagulant proteins are important markers for venous thrombosis (VT) risk and can be affected by both genetic and acquired factors, including cancer. Generally, these markers are measured using activity- or antibody-based assays. Targeted proteomics with stable-isotope-labeled internal standards has proven adept at the rapid, multiplex, and precise quantification of proteins in complex biological samples such as plasma. We used liquid chromatography coupled to multiple reaction monitoring (MRM) mass spectrometry to evaluate the concentrations of 31 coagulation- and fibrinolysis-related proteins in plasma from 25 healthy controls, 25 patients with VT, and 25 patients with VT who were also diagnosed with cancer. The concentration level of 1 to 3 proteotypic peptides per protein was determined, and all samples were previously characterized using traditional antibody- or activity-based methods. When comparing the conventional and the MRM strategies, the mean Pearson correlation for the 13 proteins (covered by 36 target peptides) shared between the 2 approaches was 0.77, indicating a good correlation. Additionally, MRM offers higher sensitivity (mean regression slope, 0.81), higher multiplicity in a single run, and good ability to leverage all measurements to discriminate groups using unsupervised clustering, which identified vitamin K antagonist users as well as patients with VT and cancer. The data collected using MRM show that the combination of coagulation factor levels yields signature information on VT and cancer, which was not obvious from a single measurement. These results encourage the further validation and investigation of MRM in profiling protein signature of disease.
促凝血和抗凝血蛋白的血浆水平是静脉血栓形成(VT)风险的重要标志物,并且可能受到包括癌症在内的遗传和后天因素的影响。一般来说,这些标志物是使用基于活性或抗体的检测方法来测量的。带有稳定同位素标记内标的靶向蛋白质组学已被证明擅长于对诸如血浆等复杂生物样品中的蛋白质进行快速、多重和精确的定量分析。我们使用液相色谱与多反应监测(MRM)质谱联用技术,评估了25名健康对照者、25名VT患者以及25名同时被诊断患有癌症的VT患者血浆中31种凝血和纤维蛋白溶解相关蛋白的浓度。确定了每种蛋白质1至3种蛋白型肽的浓度水平,并且所有样品先前都已使用传统的基于抗体或活性的方法进行了表征。当比较传统方法和MRM策略时,两种方法共有的13种蛋白质(由36个目标肽覆盖)的平均皮尔逊相关系数为0.77,表明具有良好的相关性。此外,MRM具有更高的灵敏度(平均回归斜率为0.81)、单次运行中更高的多重性,以及利用所有测量值通过无监督聚类来区分不同组别的良好能力,该聚类识别出了维生素K拮抗剂使用者以及VT和癌症患者。使用MRM收集的数据表明,凝血因子水平的组合产生了关于VT和癌症的特征信息,而这从单一测量中并不明显。这些结果鼓励进一步验证和研究MRM在疾病蛋白质特征分析中的应用。