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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...

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Autores principales: Chocron, Sheryl E., Weisberger, Bryce M., Ben-Yoav, Hadar, Winkler, Thomas E., Kim, Eunkyoung, Kelly, Deanna L., Payne, Gregory F., Ghodssi, Reza
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
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.
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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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