Department of Chemistry, University of Connecticut, 55 North Eagleville Road, Storrs, Connecticut 06269, United States.
Department of Chemistry, Federal University of São Carlos, São Carlos 13565-905, São Paulo, Brazil.
Anal Chem. 2021 Jan 19;93(2):1059-1067. doi: 10.1021/acs.analchem.0c04034. Epub 2020 Dec 8.
The inability to distinguish aggressive from indolent prostate cancer is a longstanding clinical problem. Prostate specific antigen (PSA) tests and digital rectal exams cannot differentiate these forms. Because only ∼10% of diagnosed prostate cancer cases are aggressive, existing practice often results in overtreatment including unnecessary surgeries that degrade patients' quality of life. Here, we describe a fast microfluidic immunoarray optimized to determine 8-proteins simultaneously in 5 μL of blood serum for prostate cancer diagnostics. Using polymeric horseradish peroxidase (poly-HRP, 400 HRPs) labels to provide large signal amplification and limits of detection in the sub-fg mL range, a protocol was devised for the optimization of the fast, accurate assays of 100-fold diluted serum samples. Analysis of 130 prostate cancer patient serum samples revealed that some members of the protein panel can distinguish aggressive from indolent cancers. Logistic regression was used to identify a subset of the panel, combining biomarker proteins ETS-related gene protein (ERG), insulin-like growth factor-1 (IGF-1), pigment epithelial-derived factor (PEDF), and serum monocyte differentiation antigen (CD-14) to predict whether a given patient should be referred for biopsy, which gave a much better predictive accuracy than PSA alone. This represents the first prostate cancer blood test that can predict which patients will have a high biopsy Gleason score, a standard pathology score used to grade tumors.
无法区分侵袭性和惰性前列腺癌是一个长期存在的临床问题。前列腺特异性抗原(PSA)检测和直肠指检都无法区分这些形式。由于诊断出的前列腺癌病例中只有约 10%是侵袭性的,因此现有的治疗方法往往导致过度治疗,包括不必要的手术,从而降低了患者的生活质量。在这里,我们描述了一种快速的微流控免疫阵列,该阵列优化后可同时在 5μL 血清中检测 8 种蛋白质,用于前列腺癌诊断。我们使用聚合辣根过氧化物酶(poly-HRP,400 HRPs)标记物提供大的信号放大和亚 fg/mL 范围内的检测限,设计了一种方案来优化对 100 倍稀释血清样本的快速、准确检测。对 130 例前列腺癌患者血清样本的分析表明,该蛋白面板的某些成员可以区分侵袭性和惰性癌症。使用逻辑回归来鉴定面板的子集,将生物标志物蛋白 ETS 相关基因蛋白(ERG)、胰岛素样生长因子-1(IGF-1)、色素上皮衍生因子(PEDF)和血清单核细胞分化抗原(CD-14)结合起来预测给定患者是否应进行活检,这比单独使用 PSA 具有更好的预测准确性。这代表了第一个可以预测哪些患者将具有高活检 Gleason 评分的前列腺癌血液检测,Gleason 评分是用于对肿瘤进行分级的标准病理学评分。