Kim Hyunsoo, Yu Su Jong, Yeo Injun, Cho Young Youn, Lee Dong Hyeon, Cho Yuri, Cho Eun Ju, Lee Jeong-Hoon, Kim Yoon Jun, Lee Sungyoung, Jun Jongsoo, Park Taesung, Yoon Jung-Hwan, Kim Youngsoo
From the ‡Department of Biomedical Engineering.
§Institute of Medical and Biological Engineering, Medical Research Center, and.
Mol Cell Proteomics. 2017 Jul;16(7):1312-1323. doi: 10.1074/mcp.M116.066704. Epub 2017 May 26.
Sorafenib is the only standard treatment for unresectable hepatocellular carcinoma (HCC), but it provides modest survival benefits over placebo, necessitating predictive biomarkers of the response to sorafenib. Serum samples were obtained from 115 consecutive patients with HCC before sorafenib treatment and analyzed by multiple reaction monitoring-mass spectrometry (MRM-MS) and ELISA to quantify candidate biomarkers. We verified a triple-marker panel to be predictive of the response to sorafenib by MRM-MS, comprising CD5 antigen-like (CD5L), immunoglobulin J (IGJ), and galectin-3-binding protein (LGALS3BP), in HCC patients. This panel was a significant predictor (AUROC > 0.950) of the response to sorafenib treatment, having the best cut-off value (0.4) by multivariate analysis. In the training set, patients who exceeded this cut-off value had significantly better overall survival (median, 21.4 months) than those with lower values (median, 8.6 months; = 0.001). Further, a value that was lower than this cutoff was an independent predictor of poor overall survival [hazard ratio (HR), 2.728; 95% confidence interval (CI), 1.312-5.672; = 0.007] and remained an independent predictive factor of rapid progression (HR, 2.631; 95% CI, 1.448-4.780; = 0.002). When applied to the independent validation set, levels of the cut-off value for triple-marker panel maintained their prognostic value for poor clinical outcomes. On the contrast, the triple-marker panel was not a prognostic factor for patients who were treated with transarterial chemoembolization (TACE). The discriminatory signature of a triple-marker panel provides new insights into targeted proteomic biomarkers for individualized sorafenib therapy.
索拉非尼是不可切除肝细胞癌(HCC)的唯一标准治疗药物,但与安慰剂相比,其生存获益有限,因此需要索拉非尼反应的预测生物标志物。在索拉非尼治疗前,从115例连续的HCC患者中获取血清样本,并通过多反应监测-质谱(MRM-MS)和酶联免疫吸附测定(ELISA)进行分析,以量化候选生物标志物。我们通过MRM-MS验证了一个三联标志物组合可预测HCC患者对索拉非尼的反应,该组合包括CD5抗原样分子(CD5L)、免疫球蛋白J(IGJ)和半乳糖凝集素-3结合蛋白(LGALS3BP)。该组合是索拉非尼治疗反应的显著预测指标(曲线下面积>0.950),经多变量分析得出最佳临界值为0.4。在训练集中,超过该临界值的患者总生存期显著更长(中位数为21.4个月),而低于该临界值的患者总生存期较短(中位数为8.6个月;P = 0.001)。此外,低于该临界值是总生存期差的独立预测指标[风险比(HR)为2.728;95%置信区间(CI)为1.312 - 5.672;P = 0.007],并且仍然是快速进展的独立预测因素(HR为2.631;95%CI为1.448 - 4.780;P = 0.002)。当应用于独立验证集时,三联标志物组合的临界值水平对不良临床结局仍具有预后价值。相比之下,三联标志物组合对接受经动脉化疗栓塞(TACE)治疗的患者不是一个预后因素。三联标志物组合的鉴别特征为个体化索拉非尼治疗的靶向蛋白质组学生物标志物提供了新的见解。