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Multidimensional Mapping Method Using an Arrayed Sensing System for Cross-Reactivity Screening
When measuring chemical information in biological fluids, challenges of cross-reactivity arise, especially in sensing applications where no biological recognition elements exist. An understanding of the cross-reactions involved in these complex matrices is necessary to guide the design of appropriat...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4366158/ https://www.ncbi.nlm.nih.gov/pubmed/25789880 http://dx.doi.org/10.1371/journal.pone.0116310 |
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author | Chocron, Sheryl E. Weisberger, Bryce M. Ben-Yoav, Hadar Winkler, Thomas E. Kim, Eunkyoung Kelly, Deanna L. Payne, Gregory F. Ghodssi, Reza |
author_facet | Chocron, Sheryl E. Weisberger, Bryce M. Ben-Yoav, Hadar Winkler, Thomas E. Kim, Eunkyoung Kelly, Deanna L. Payne, Gregory F. Ghodssi, Reza |
author_sort | Chocron, Sheryl E. |
collection | PubMed |
description | When measuring chemical information in biological fluids, challenges of cross-reactivity arise, especially in sensing applications where no biological recognition elements exist. An understanding of the cross-reactions involved in these complex matrices is necessary to guide the design of appropriate sensing systems. This work presents a methodology for investigating cross-reactions in complex fluids. First, a systematic screening of matrix components is demonstrated in buffer-based solutions. Second, to account for the effect of the simultaneous presence of these species in complex samples, the responses of buffer-based simulated mixtures of these species were characterized using an arrayed sensing system. We demonstrate that the sensor array, consisting of electrochemical sensors with varying input parameters, generated differential responses that provide synergistic information of sample. By mapping the sensing array response onto multidimensional heat maps, characteristic signatures were compared across sensors in the array and across different matrices. Lastly, the arrayed sensing system was applied to complex biological samples to discern and match characteristic signatures between the simulated mixtures and the complex sample responses. As an example, this methodology was applied to screen interfering species relevant to the application of schizophrenia management. Specifically, blood serum measurement of antipsychotic clozapine and antioxidant species can provide useful information regarding therapeutic efficacy and psychiatric symptoms. This work proposes an investigational tool that can guide multi-analyte sensor design, chemometric modeling and biomarker discovery. |
format | Online Article Text |
id | pubmed-4366158 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-43661582015-03-23 Multidimensional Mapping Method Using an Arrayed Sensing System for Cross-Reactivity Screening Chocron, Sheryl E. Weisberger, Bryce M. Ben-Yoav, Hadar Winkler, Thomas E. Kim, Eunkyoung Kelly, Deanna L. Payne, Gregory F. Ghodssi, Reza PLoS One Research Article When measuring chemical information in biological fluids, challenges of cross-reactivity arise, especially in sensing applications where no biological recognition elements exist. An understanding of the cross-reactions involved in these complex matrices is necessary to guide the design of appropriate sensing systems. This work presents a methodology for investigating cross-reactions in complex fluids. First, a systematic screening of matrix components is demonstrated in buffer-based solutions. Second, to account for the effect of the simultaneous presence of these species in complex samples, the responses of buffer-based simulated mixtures of these species were characterized using an arrayed sensing system. We demonstrate that the sensor array, consisting of electrochemical sensors with varying input parameters, generated differential responses that provide synergistic information of sample. By mapping the sensing array response onto multidimensional heat maps, characteristic signatures were compared across sensors in the array and across different matrices. Lastly, the arrayed sensing system was applied to complex biological samples to discern and match characteristic signatures between the simulated mixtures and the complex sample responses. As an example, this methodology was applied to screen interfering species relevant to the application of schizophrenia management. Specifically, blood serum measurement of antipsychotic clozapine and antioxidant species can provide useful information regarding therapeutic efficacy and psychiatric symptoms. This work proposes an investigational tool that can guide multi-analyte sensor design, chemometric modeling and biomarker discovery. Public Library of Science 2015-03-19 /pmc/articles/PMC4366158/ /pubmed/25789880 http://dx.doi.org/10.1371/journal.pone.0116310 Text en © 2015 Chocron et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Chocron, Sheryl E. Weisberger, Bryce M. Ben-Yoav, Hadar Winkler, Thomas E. Kim, Eunkyoung Kelly, Deanna L. Payne, Gregory F. Ghodssi, Reza Multidimensional Mapping Method Using an Arrayed Sensing System for Cross-Reactivity Screening |
title | Multidimensional Mapping Method Using an Arrayed Sensing System for Cross-Reactivity Screening |
title_full | Multidimensional Mapping Method Using an Arrayed Sensing System for Cross-Reactivity Screening |
title_fullStr | Multidimensional Mapping Method Using an Arrayed Sensing System for Cross-Reactivity Screening |
title_full_unstemmed | Multidimensional Mapping Method Using an Arrayed Sensing System for Cross-Reactivity Screening |
title_short | Multidimensional Mapping Method Using an Arrayed Sensing System for Cross-Reactivity Screening |
title_sort | multidimensional mapping method using an arrayed sensing system for cross-reactivity screening |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4366158/ https://www.ncbi.nlm.nih.gov/pubmed/25789880 http://dx.doi.org/10.1371/journal.pone.0116310 |
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