Medical Oncology, National Cancer Center Hospital, Tokyo, Japan.
Cancer Sci. 2010 Aug;101(8):1886-90. doi: 10.1111/j.1349-7006.2010.01595.x. Epub 2010 Apr 21.
This prospective study used antibody suspension bead arrays to identify biomarkers capable of predicting post-operative recurrence with distal metastasis in patients with colorectal cancer. One hundred colorectal cancer patients who underwent surgery were enrolled in this study. The median follow-up period was 3.9 years. The pre-operative plasma concentrations of 24 angiogenesis-related molecules were analyzed with regard to the TNM stage and the development of post-operative recurrence. The concentrations of half of the examined molecules (13/24) increased significantly according to the TNM stage (P < 0.05). Meanwhile, a multivariate logistic regression analysis revealed that the concentrations of vascular cell adhesion molecule 1 (VCAM-1) and plasminogen activator inhibitor-1 (PAI-1) were significantly higher in the post-operative recurrence group. The VCAM-1 and PAI-1 model discriminated post-operative recurrence with an area under the curve of 0.82, a sensitivity of 0.75, and a specificity of 0.73. A leave-one-out cross-validation was applied to the model to assess the prediction performance, and the result indicated that the cross-validated error rate was 12.5% (12/96). In conclusion, our results demonstrate that antibody suspension bead arrays are a powerful tool to screen biomarkers in the clinical setting, and the plasma levels of VCAM-1 and PAI-1 together may be a promising biomarker for predicting post-operative recurrence in patients with colorectal cancer.
这项前瞻性研究使用抗体悬浮珠阵列来鉴定能够预测结直肠癌患者术后远处转移复发的生物标志物。本研究纳入了 100 例接受手术治疗的结直肠癌患者。中位随访时间为 3.9 年。分析了术前血浆中 24 种血管生成相关分子的浓度与 TNM 分期和术后复发的关系。根据 TNM 分期,一半以上的检查分子(13/24)的浓度显著升高(P < 0.05)。同时,多变量逻辑回归分析显示,血管细胞黏附分子 1(VCAM-1)和纤溶酶原激活物抑制剂 1(PAI-1)在术后复发组的浓度显著升高。VCAM-1 和 PAI-1 模型的曲线下面积为 0.82,灵敏度为 0.75,特异性为 0.73,可用于区分术后复发。对模型进行了交叉验证,以评估预测性能,结果表明交叉验证的错误率为 12.5%(12/96)。总之,我们的研究结果表明,抗体悬浮珠阵列是一种在临床环境中筛选生物标志物的强大工具,VCAM-1 和 PAI-1 的血浆水平联合可能是预测结直肠癌患者术后复发的有前途的生物标志物。