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Use of data processing for rapid detection of the prostate-specific antigen biomarker using immunomagnetic sandwich-type sensors
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 t...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Beilstein-Institut
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6880837/ https://www.ncbi.nlm.nih.gov/pubmed/31807403 http://dx.doi.org/10.3762/bjnano.10.210 |
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author | 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 |
author_facet | 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 |
author_sort | Proença, Camila A |
collection | PubMed |
description | 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(−1), with a low detection limit of 0.062 fg·L(−1). 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. |
format | Online Article Text |
id | pubmed-6880837 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Beilstein-Institut |
record_format | MEDLINE/PubMed |
spelling | pubmed-68808372019-12-05 Use of data processing for rapid detection of the prostate-specific antigen biomarker using immunomagnetic sandwich-type sensors 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 Beilstein J Nanotechnol Full Research Paper 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(−1), with a low detection limit of 0.062 fg·L(−1). 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. Beilstein-Institut 2019-11-06 /pmc/articles/PMC6880837/ /pubmed/31807403 http://dx.doi.org/10.3762/bjnano.10.210 Text en Copyright © 2019, Proença et al. https://creativecommons.org/licenses/by/4.0https://www.beilstein-journals.org/bjnano/termsThis is an Open Access article under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0). Please note that the reuse, redistribution and reproduction in particular requires that the authors and source are credited. The license is subject to the Beilstein Journal of Nanotechnology terms and conditions: (https://www.beilstein-journals.org/bjnano/terms) |
spellingShingle | Full Research Paper 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 Use of data processing for rapid detection of the prostate-specific antigen biomarker using immunomagnetic sandwich-type sensors |
title | Use of data processing for rapid detection of the prostate-specific antigen biomarker using immunomagnetic sandwich-type sensors |
title_full | Use of data processing for rapid detection of the prostate-specific antigen biomarker using immunomagnetic sandwich-type sensors |
title_fullStr | Use of data processing for rapid detection of the prostate-specific antigen biomarker using immunomagnetic sandwich-type sensors |
title_full_unstemmed | Use of data processing for rapid detection of the prostate-specific antigen biomarker using immunomagnetic sandwich-type sensors |
title_short | Use of data processing for rapid detection of the prostate-specific antigen biomarker using immunomagnetic sandwich-type sensors |
title_sort | use of data processing for rapid detection of the prostate-specific antigen biomarker using immunomagnetic sandwich-type sensors |
topic | Full Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6880837/ https://www.ncbi.nlm.nih.gov/pubmed/31807403 http://dx.doi.org/10.3762/bjnano.10.210 |
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