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利用数据处理通过免疫磁夹心型传感器快速检测前列腺特异性抗原生物标志物

Use of data processing for rapid detection of the prostate-specific antigen biomarker using immunomagnetic sandwich-type sensors.

作者信息

Proença Camila A, Freitas Tayane A, Baldo Thaísa A, Materón Elsa M, Shimizu Flávio M, Ferreira Gabriella R, Soares Frederico L F, Faria Ronaldo C, Oliveira Osvaldo N

机构信息

Chemistry Department, Federal University of São Carlos, CP 676, São Carlos 13565-905, São Paulo, Brazil.

São Carlos Institute of Physics, University of São Paulo, CP 369, São Carlos 13560-970, São Paulo, Brazil.

出版信息

Beilstein J Nanotechnol. 2019 Nov 6;10:2171-2181. doi: 10.3762/bjnano.10.210. eCollection 2019.

Abstract

Diagnosis of cancer using electroanalytical methods can be achieved at low cost and in rapid assays, but this may require the combination with data treatment for determining biomarkers in real samples. In this paper, we report an immunomagnetic nanoparticle-based microfluidic sensor (INμ-SPCE) for the amperometric detection of the prostate-specific antigen (PSA) biomarker, the data of which were treated with information visualization methods. The INμ-SPCE consists of eight working electrodes, reference and counter electrodes. On the working electrodes, magnetic nanoparticles with secondary antibodies with the enzyme horseradish peroxidase were immobilized for the indirect detection of PSA in a sandwich-type procedure. Under optimal conditions, the immunosensor could operate within a wide range from 12.5 to 1111 fg·L, with a low detection limit of 0.062 fg·L. Multidimensional projections combined with feature selection allowed for the distinction of cell lysates with different levels of PSA, in agreement with results from the traditional enzyme-linked immunosorbent assay. The approaches for immunoassays and data processing are generic, and therefore the strategies described here may provide a simple platform for clinical diagnosis of cancers and other types of diseases.

摘要

使用电分析方法诊断癌症可以低成本且快速地进行检测,但这可能需要与数据处理相结合以确定实际样本中的生物标志物。在本文中,我们报道了一种基于免疫磁性纳米颗粒的微流控传感器(INμ-SPCE),用于安培检测前列腺特异性抗原(PSA)生物标志物,并使用信息可视化方法对其数据进行处理。INμ-SPCE由八个工作电极、参比电极和对电极组成。在工作电极上固定了带有辣根过氧化物酶的二抗的磁性纳米颗粒,用于在夹心型检测过程中间接检测PSA。在最佳条件下,该免疫传感器可在12.5至1111 fg·L的宽范围内运行,检测限低至0.062 fg·L。多维投影与特征选择相结合能够区分不同PSA水平的细胞裂解物,这与传统酶联免疫吸附测定的结果一致。免疫测定和数据处理方法具有通用性,因此本文所述策略可能为癌症及其他类型疾病的临床诊断提供一个简单的平台。

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