Microfluidic electronic tongue

https://doi.org/10.1016/j.snb.2014.09.112Get rights and content

Abstract

Fast, simple inspection of liquids such as coffee, wine and body fluids is highly desirable for food, beverage and clinical analysis. Electronic tongues are sensors capable of performing quantitative and qualitative measurements in liquid substances using multivariate analysis tools. Earlier attempts to fulfil this task using only a few drops (microliters) of sample did not yield rational results with non-electrolytes e.g. sucrose (sweetness). We report here the fabrication and testing of a microfluidic e-tongue able to distinguish electrolytes from non-electrolytes, covering also the basic tastes relevant to human gustative perception. The sensitivity of our device is mainly attributed to the ultrathin nature of an array formed by non-selective sensing units. The electronic tongue is composed of an array of sensing units designed with a microchannel stamped in a poly(dimethylsiloxane) (PDMS) matrix and sealed onto gold interdigitated electrodes (IDEs). The IDEs are then coated in situ with a 5-bilayer film deposited by the layer-by-layer (LbL) technique. The cationic layer is derived from polyallylamine chloride (PAH). The anionic layer is either poly(3,4-ethylenedioxythiophene)-poly(styrenesulfonate) PEDOT:PSS, polypyrrole or nickel tetrasulfonated phthalocyanine. When compared to a conventional electronic tongue our system is three times faster and requires only microliters of sample. Applying Principal Component Analysis to the data yields a high correlation for all substances tested. This microfluidic e-tongue has the potential for producing low-cost, easily integrated, multi-functional sensor for food, beverages, in addition to clinical and environmental applications.

Introduction

Microfluidics is at the interface of Physics, Medical Sciences, Engineering and Chemistry, bringing the benefits of reduced size and, hence small test volumes, low waste and fast response as well as the potential for small, portable and integrated devices [1], [2], [3]. Within this context, it is highly desirable to develop platforms incorporating micro-analytical tools for food, beverage, pharmaceutical, clinical and environmental investigations in liquid samples. An electronic tongue (e-tongue) is a multisensory system using multivariate analysis for the quantitative and qualitative inspection of a solution [4]. Microfluidic systems incorporating the e-tongue concept reported to date have not been used with non-electrolyte substances [5], [6]. We present here a method that benefits from the manipulation of nanostructured layers and samples inside a microchannel to create a microfluidic electronic tongue able to distinguish all basic tastes (sour, salt, sweet, bitter and umami) at sensitivities below the human threshold.

Several types of e-tongue systems have been reported in the literature [7]. The device reported here is based on measuring the impedance of a sensor array composed of ultrathin films deposited onto interdigitated electrodes [8], [9]. Briefly, the distinct electrical characteristic of the nanostructured materials used to form individual sensing units creates a fingerprint of the solution analyzed, with the ultrathin nature of the films yielding a highly sensitive sensor. Since we do not perform potential-dependent measurements, there is no need to use the three-electrode cell normally employed in electrochemistry.

Various methods can be used to assemble nanostructures. The layer-by-layer technique (LbL) is a simple, versatile, bottom-up procedure for multilayer formation on free surfaces [10] and in confined geometries e.g. inside microchannels [11], [12], [13]. There are several reports on nanostructured thin films inside microchannels using dynamic layer-by-layer (LbL) deposition, but only one is related to electronic tongues or taste sensors. Jacesko et al. [5] reported a surface acoustic wave microfluidic sensor having a 10 mL chamber; however, our system requires only 200 μL of sample and uses impedance spectroscopy as the detection method, thus obviating the need for a piezoelectric substrate. Zou et al. [14] used a system analogous to ours to check protein binding at an electrode surface and observed a significant reduction in time analysis and reagent volumes. Kim et al. [15] reported a bioelectronic super-taster, incorporating the human bitter-taste receptor protein immobilized on a single-walled carbon-nanotube field-effect-transistor (SWCNT-FET) with a lipid membrane which exhibited a surprising human tongue-like sensitivity. Nonetheless, fabrication of the field-effect device requires many assembly steps including the immobilization of a composite lipid membrane between source and drain followed by the integration into a microfluidic system. Hossein-Babaei and Nemati [6] reported the concept of a microfluidic electronic tongue, which was used only for strong electrolytes (sourness and saltiness). Measurements for bitterness and sweetness, such as sucrose (non-electrolyte) and caffeine, were not performed.

In this study, we describe the fabrication and testing of a microfluidic taste sensor, in which sensing is undertaken by measuring the impedance between co-planar, interdigitated gold electrodes coated with nanostructured films. The device is formed by integrating individual sensing units comprising 5-bilayer films deposited in situ within each microchannel using the layer-by-layer approach. Every bilayer is composed of polyallylamine chloride (PAH) as the cationic layer and either poly(3,4-ethyenedioxythiophene):poly(styrenesulfonate) (PEDOT:PSS), polypyrrole (PPy) or nickel phthalocyanine (NiTsPc) as the anionic layer. Each sensing unit requires only 200 μL of samples and presents a much faster analysis than a conventional setup (needs ∼ 50 mL for sampling), providing also high correlation between data acquired in triplicate. Indeed, different devices integrated into microfluidic systems enable a variety o distinct designs in an e-tongue system for producing low-cost, easily integrated, multi-functional sensors that can be directed for a specific application for food, beverages, clinical and environmental analysis.

Section snippets

Materials and methods

PAH, NiTsPc, PEDOT:PSS and PPy were purchased from Sigma–Aldrich and used as received. Sodium chloride (NaCl), l-glutamic acid monosodium salt hydrate (monosodium glutamate), sucrose (C12H22O11), hydrochloric acid (HCl) and caffeine C8H10N4O2 (anhydrous) were of analytical grade and purchased from Vetec, Quemis and Synth, and used as received. All solutions were prepared with ultrapure water from a Direct-Q5 Millipore system, with aqueous solutions of NaCl, sucrose (C12H22O11), HCl, monosodium

Results and discussion

After deposition of each LbL monolayer on the substrate, the progress of the adsorption is generally monitored using UV–vis measurements at a wavelength characteristic of the materials used [24]. Due to the difficulties in obtaining UV–vis data in the present case owing to the presence of the gold interdigitated electrodes in the sealed device, LbL growth was monitored using in situ impedance spectroscopy measurements. Fig. 2 illustrates typical impedance data of the first adsorbed bilayer,

Conclusions

A taste sensor has been fabricated based on gold interdigitated electrodes sealed in a PDMS microchannel. A sensing film was deposited onto the electrodes using the LbL technique. In situ impedance spectroscopy analysis was used to confirm, at each step, the successful deposition of polyelectrolyte bilayers. A simplified equivalent electric circuit based on a constant phase element in series with a resistor was used to describe the cell behaviour. Raman analysis supports the presence of the

Acknowledgements

Authors are grateful to FAPESP (Proc No. 08/06504-2), LNNano/CNPEM (Grant No. LMF 16439), CNPq, CAPES, INEO (Grant No. 573762/2008-2), nBioNet for financial support, and Luciano M. Nogueira for kindly participating in the discussion of the data.

Cristiane Margarete Daikuzono received degree in Biological Physics from Universidade Estadual Paulista/UNESP (2010), M.Sc. in Materials Science from Universidade Federal de São Carlos/UFSCar (2013) and is currently as a PhD student in Escola de Engenharia de São Carlos/USP, Brazil, under the supervision of Prof. Dr Osvaldo N. Oliveira Jr.

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    Cristiane Margarete Daikuzono received degree in Biological Physics from Universidade Estadual Paulista/UNESP (2010), M.Sc. in Materials Science from Universidade Federal de São Carlos/UFSCar (2013) and is currently as a PhD student in Escola de Engenharia de São Carlos/USP, Brazil, under the supervision of Prof. Dr Osvaldo N. Oliveira Jr.

    Cleber Aparecido Rocha Dantas obtained his degree in physics from the Universidade Estadual Paulista/UNESP (2006), master's degree (2009) and Ph.D. (2013) in Materials Science and Technology at the same University (UNESP/POSMAT). He is currently professor at Faculdade de Engenharia de Sorocaba (FACENS).

    Diogo Volpati has a degree in Physics (2005), with M.Sc. (2008) and Ph.D. (2012) degrees in Materials Science & Technology by Sao Paulo State University – UNESP. Since then he is a post-doctoral researcher at São Carlos Institute of Physics (University of Sao Paulo – USP), being currently a postdoctoral visitor at Durham University, UK. His research interests include nanostructured films, as well as physical chemistry of interfaces probed with sum-frequency generation spectroscopy, FTIR-based techniques, Raman scattering and associated surface-enhanced phenomena (SERS and SERRS).

    Carlos José Leopoldo Constantino received a degree in Physics from Instituto de Física de São Carlos-USP (1993) and also a degree in Production Engineering from Universidade Federal de São Carlos (1997). M.Sc. in Applyied Physics from Instituto de Física de São Carlos-USP (1995) and Ph.D. in Science and Materials Science Engineering, both from Instituto de Física de São Carlos-USP (1999). Currently is a lecturer at Depto de Física, Química e Biologia (FCT, UNESP) in Presidente Prudente (SP, Brazil).

    Maria Helena de Oliveira Piazzetta received a degree in chemistry from Methodist of Piracicaba University (UNIMEP) in 1989. She worked for 20 years in R&D Laboratories. Since 2000 she has been working with microelectromechanical systems (MEMS) at the Brazilian Synchrotron Light Lab. Her expertise lies in lithography, etching processes, electroplating and chemical deposition at LNNano (CNPEM).

    Angelo LuizGobbi obtained his MSc in semiconductor physics from University of Campinas in 1988 studying amorphous silicon solar cells. From 1986 to 2000 he worked at Telebras with optoelectronics devices. In 2000 he moved to LNLS, where is the head of Microfabrication Laboratory at LNNano (CNPEM).

    David Martin Taylor holds a Personal Chair in the University of Wales and heads Organic Electronics Research at Bangor. He was gained both his B.Sc. in Electronic Engineering and Ph.D. from the University of Wales. His Ph.D. awarded for a thesis entitled “Electrical Characteristics of Polymeric Materials”. Professor Taylor is a Fellow of the Institute of Physics (IOP) and has served on the Committee of the IOP Static Electrification Group for many years. He is also a Member of the Institution of Engineering and Technology and a Chartered Engineer.

    Osvaldo N. Oliveira Junior is a physics professor at Instituto de Física de São Carlos, Universidade de São Paulo, Brazil. He received his Ph.D. from the University of Wales, Bangor (UK), in 1990. His research interests include nanostructured films, especially for applications in sensing and biosensing, and natural language processing. He has supervised over 30 Ph.D. and M.Sc. students, authored ca. 340 papers in refereed journals, and filed 6 patents. He is currently an associate editor for the Journal of Nanoscience and Nanotechnology. In 2006 he received the Elsevier Scopus Award as one of the most productive Brazilian scientists in terms of number of publications and citations.

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