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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Main Authors: Sheryl E Chocron, Bryce M Weisberger, Hadar Ben-Yoav, Thomas E Winkler, Eunkyoung Kim, Deanna L Kelly, Gregory F Payne, Reza Ghodssi
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4366158?pdf=render
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spelling doaj-9bee575d153a486aa65b21b30f3e69722020-11-24T21:14:20ZengPublic Library of Science (PLoS)PLoS ONE1932-62032015-01-01103e011631010.1371/journal.pone.0116310Multidimensional mapping method using an arrayed sensing system for cross-reactivity screening.Sheryl E ChocronBryce M WeisbergerHadar Ben-YoavThomas E WinklerEunkyoung KimDeanna L KellyGregory F PayneReza GhodssiWhen 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.http://europepmc.org/articles/PMC4366158?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Sheryl E Chocron
Bryce M Weisberger
Hadar Ben-Yoav
Thomas E Winkler
Eunkyoung Kim
Deanna L Kelly
Gregory F Payne
Reza Ghodssi
spellingShingle Sheryl E Chocron
Bryce M Weisberger
Hadar Ben-Yoav
Thomas E Winkler
Eunkyoung Kim
Deanna L Kelly
Gregory F Payne
Reza Ghodssi
Multidimensional mapping method using an arrayed sensing system for cross-reactivity screening.
PLoS ONE
author_facet Sheryl E Chocron
Bryce M Weisberger
Hadar Ben-Yoav
Thomas E Winkler
Eunkyoung Kim
Deanna L Kelly
Gregory F Payne
Reza Ghodssi
author_sort Sheryl E Chocron
title 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_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_sort multidimensional mapping method using an arrayed sensing system for cross-reactivity screening.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2015-01-01
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.
url http://europepmc.org/articles/PMC4366158?pdf=render
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