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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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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