Multidimensional Mapping Method Using an Arrayed Sensing System for Cross-Reactivity Screening

<div><p>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.</p></div

SMA Response of Serum.

<p>(A) Heat map representation of electrochemical responses of the SMA for serum, with signatures highlighted in black outlines. (B) Simplified heat map of the electrochemical responses of the SMA showing only the outlined signatures of serum spiked with 5.6 μM CLZ, overlaid with outlined signatures of un-spiked serum (orange lines) and well as CLZ and UA in buffer (shaded). The simplified heat maps illustrate the overlapping signatures such that they can be matched across the samples. The A-F annotations refer to the various elements in the SMA (<a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0116310#pone.0116310.t001" target="_blank">Table 1</a>).</p

Electrochemical Serum Response.

<p>Differential pulse voltammetry (DPV) of serum with and without 5.6 μM clozapine using sensing element A, and heat map signature representation. All solutions were tested using GCE, and represent an average of duplicate measurements.</p

Electrochemical CLZ Response.

<p>Differential pulse voltammetry (DPV) and heat map representation of 5.6 μM CLZ in PBS (pH 7.4) using GCE. Signal response represents an average of triplicate measurements.</p

SMA Response of Individual Species in PBS.

<p>Heat map representation of electrochemical responses of the sensing methods array for (A) 5.6 μM CLZ, (B) 410 μM UA, and (C) 60 μM CySH tested individually in PBS buffer. The A–F annotations refer to the various elements in the SMA (<a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0116310#pone.0116310.t001" target="_blank">Table 1</a>), and the peak signatures are outlined in black rectangles. Each response represents the average of triplicate measurements. Note that two scales are used in each heat map to enhance visualization.</p

Methodology for Bottom-up and Top-Down Investigation.

<p>Schematic representing the systematic methodology for studying the effect of cross-reactive species (CRS) presence on the CLZ measurement by correlating bottom-up and top-down approaches through a sensing methods array (SMA).</p

SMA Response of Simulated Mixtures in PBS.

<p>Simplified heat map representation of electrochemical responses of the sensing methods array for 5.6 μM CLZ in a mixture with (A) 410 μM UA, and (B) 60 μM CySH in PBS buffer (black outline), compared to their individual counterparts (shaded). The rectangular shapes represent the signatures derived from the heat maps of each of the species such that they can be overlaid. The A-F annotations refer to the various elements in the SMA (<a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0116310#pone.0116310.t001" target="_blank">Table 1</a>).</p