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LC-MS/MS based Serum Proteomics for Identification of Candidate Biomarkers for Hepatocellular Carcinoma

机译:基于LC-MS / MS的血清蛋白质组学用于肝细胞癌候选生物标志物的鉴定

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摘要

Associating changes in protein levels with the onset of cancer has been widely investigated to identify clinically relevant diagnostic biomarkers. In the present study, we analyzed sera from 205 patients recruited in the U.S. and Egypt for biomarker discovery using label-free proteomic analysis by liquid chromatography coupled with tandem mass spectrometry (LC-MS/MS). We performed untargeted proteomic analysis of sera to identify candidate proteins with statistically significant differences between hepatocellular carcinoma (HCC) and patients with liver cirrhosis. We further evaluated the significance of 101 proteins in sera from the same 205 patients through targeted quantitation by multiple reaction monitoring (MRM) on a triple quadrupole mass spectrometer. This led to the identification of 21 candidate protein biomarkers that were significantly altered in both the U.S. and Egyptian cohorts. Among the 21 candidates, 10 were previously reported as HCC-associated proteins (eight exhibiting consistent trends with our observation), whereas 11 are new candidates discovered by this study. Pathway analysis based on the significant proteins reveals up-regulation of the complement and coagulation cascades pathway and down-regulation of the antigen processing and presentation pathway in HCC cases versus patients with liver cirrhosis. The results of this study demonstrate the power of combining untargeted and targeted quantitation methods for a comprehensive serum proteomic analysis, to evaluate changes in protein levels and discover novel diagnostic biomarkers.
机译:已经广泛研究了将蛋白质水平的变化与癌症的发作相关联以鉴定临床上相关的诊断生物标志物。在本研究中,我们使用液相色谱-串联质谱(LC-MS / MS)进行的无标记蛋白质组分析,分析了在美国和埃及招募的205位患者的血清,用于生物标志物发现。我们对血清进行了非靶向蛋白质组学分析,以鉴定在肝细胞癌(HCC)和肝硬化患者之间具有统计学差异的候选蛋白。通过三重四极杆质谱仪上的多反应监测(MRM),通过靶向定量分析,我们进一步评估了205例患者中血清101种蛋白质的重要​​性。这导致鉴定出21种候选蛋白质生物标记物,这些标记物在美国和埃及队列中均发生了显着变化。在这21种候选物中,以前有10种被报道为HCC相关蛋白(其中8种与我们的观察结果一致),而11种是本研究发现的新候选物。与肝硬化患者相比,基于重要蛋白质的途径分析揭示了肝癌患者中补体和凝血级联途径的上调以及抗原加工和呈递途径的下调。这项研究的结果证明了结合无针对性和有针对性的定量方法进行全面的血清蛋白质组学分析,评估蛋白质水平变化并发现新的诊断性生物标记物的能力。

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