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Abstract

LIG/ZnO/Porphyrin-Functionalized EGFET-Based Electronic Tongue †

1
Department of Electronic Engineering, University of Rome Tor Vergata, 00133 Roma, Italy
2
Department of Chemical Science and Technology, University of Rome Tor Vergata, 00133 Roma, Italy
3
Department of Physics and Nanotechnology, SRM Institute of Science and Technology, Kattankulathur 603203, TN, India
*
Author to whom correspondence should be addressed.
Presented at the XXXV EUROSENSORS Conference, Lecce, Italy, 10–13 September 2023.
Proceedings 2024, 97(1), 116; https://doi.org/10.3390/proceedings2024097116
Published: 28 March 2024

Abstract

:
The use of laser cutter machines to produce porous graphene films is an innovative method for a low-cost production of flexible electrodes for electronics and sensing applications. Here, laser-induced graphene (LIG) is used to produce the gate electrodes of EGFET sensors. LIG electrodes and LIG electrodes functionalized with ZnO and metalloporphyrin-coated ZnO are used as elements of the electronic tongue. The array is tested in a classical experiment aimed at identifying complex food matrices, such as fruit juices. The results demonstrate the feasibility of the approach and provide a solid basis for further array developments.

1. Introduction

The use of field effect transistors as sensors for chemicals in solution is a staple of current chemical sensor technology. After the first introduction of the ISFET by Piet Bergveld in 1970, several variations on the theme have been proposed. Among them, the extended gate FET (EGFET) is particularly attractive because it makes use of standard commercial MOSFET devices which do not require the manufacture of the transducer itself. Thus, the sensor development can only be focused on the sensitive material. Recent implementations of the EGFET concept include the use of nanostructured inorganic materials for the non-enzymatic detection of glucose [1]. In this paper, we investigated the sensing properties of laser-induced graphene (LIG) electrodes as an extended gate. LIG was further functionalized by ZnO nanoparticles and metalloporphyrin-coated ZnO nanoparticles. A minimal array of four sensors was prepared and applied for the identification of fruit juices. The results show that EGFET devices and LSG electrodes provide a valid technological combination for the development of electronic tongues.

2. Materials and Methods

LIG electrodes were prepared on Kapton using a computer-controlled CO2 laser cutter [2]. ZnO nanoparticles and metalloporphyrin-ZnO-capped nanoparticles were prepared by a hydrothermal method [3]. LSG electrodes and functionalized LIG electrodes were used as the gate electrodes of MOSFET devices. The common gate voltage was applied to a saturated calomel electrode. Figure 1 shows the electrical connections and the sensor bias circuits. Juices bought over the counter were used to test the identification capability of complex samples. Of the juices, 30 µL was added in 10 mL of a 1X PBS buffer solution. Each juice was measured four times in a random sequence.

3. Results and Discussion

Figure 2 shows a typical sensor signal. The time evolution of the signal depends on both the individual sensor response time and the diffusion time of the molecules from the drop of juice. To limit the discrepancies due to diffusion, the sensors were placed symmetrically in the container.
The response of each sensor was evaluated considering the steady signal and the signal evaluated at 30% and 60% of the total exposure time. Signals were normalized by subtracting the sensor signal immediately before the juice drop spiking. Eventually, three features per sensor were extracted.
Figure 3 shows the results of the principal component analysis (PCA) of the responses of sensors to four replicas of each sample. The score plot shows that despite a residual sparsity of the repeated measurements, the juices were correctly discriminated. The correspondent loading plot shows the implementation of the sensor array principles where each sensor points toward different directions. It is interesting to observe that the largest difference occurs between the bare LIG and ZnO, while the two metalloporphyrins provide a similar contribution to the first two principal components.

Author Contributions

Conceptualization, C.d.N., R.P. and A.C.; methodology, K.P., L.P., V.A. and G.A.; validation, K.P. and A.C.; formal analysis, A.C. and R.C.; investigation, K.P., Y.S. and G.M.; data curation, K.P.; writing—original draft preparation, K.P.; writing—review and editing, A.C., R.C., G.M. and E.M.; supervision, R.P. and C.d.N.; All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by European Union—NextGenerationEU Project ECS 0000024 Rome Technopole—CUP B83C22002820006.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data sharing is not applicable to this abstract.

Acknowledgments

European Union—NextGenerationEU, is gratefully acknowledged.

Conflicts of Interest

The authors declare no conflicts of interest.

References

  1. Kuppuswamy, G.P.; Pushparaj, K.; Surya, V.J.; Varadharaj, E.K.; Kumar, S.S.; Di Natale, C.; Sivalingam, Y. A ZIF-67 derived Co3O4 dodecahedron shaped microparticle electrode based extended gate field-effect transistor for non-enzymatic glucose detection towards the diagnosis of diabetes mellitus. J. Mater. Chem. C 2022, 10, 5345. [Google Scholar] [CrossRef]
  2. Filoni, C.; Shirzadi, B.; Menegazzo, M.; Martinelli, E.; Di Natale, C.; Li Bassi, A.; Magagnin, L.; Duò, L.; Bussetti, G. Compared EC-AFM Analysis of Laser-Induced Graphene and Graphite Electrodes in Sulfuric Acid. Molecules 2021, 26, 7333. [Google Scholar] [CrossRef] [PubMed]
  3. Muduganti, M.; Magna, G.; di Zazzo, L.; Stefanelli, M.; Capuano, R.; Catini, A.; Duranti, L.; Di Bartolomeo, E.; Sivalingam, Y.; Bernardini, S.; et al. Porphyrinoids coated silica nanoparticles capacitive sensors for COVID-19 detection from the analysis of blood serum volatolome. Sens. Actuators B 2022, 369, 132239. [Google Scholar] [CrossRef]
Figure 1. Experimental setup and electronic circuits.
Figure 1. Experimental setup and electronic circuits.
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Figure 2. Example of normalized sensor signals during exposure to orange juice. Vertical lines indicate the times at which the features are calculated.
Figure 2. Example of normalized sensor signals during exposure to orange juice. Vertical lines indicate the times at which the features are calculated.
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Figure 3. PCA of the sensor signals is represented by the first and the second principal components that account for about 85% of the total variance. Left side: score plot; right side: loading plot; each sensor is represented by three features.
Figure 3. PCA of the sensor signals is represented by the first and the second principal components that account for about 85% of the total variance. Left side: score plot; right side: loading plot; each sensor is represented by three features.
Proceedings 97 00116 g003
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Share and Cite

MDPI and ACS Style

Pushparaj, K.; Catini, A.; Capuano, R.; Papale, L.; Allegra, V.; Magna, G.; Antonelli, G.; Martinelli, E.; Sivalingam, Y.; Paolesse, R.; et al. LIG/ZnO/Porphyrin-Functionalized EGFET-Based Electronic Tongue. Proceedings 2024, 97, 116. https://doi.org/10.3390/proceedings2024097116

AMA Style

Pushparaj K, Catini A, Capuano R, Papale L, Allegra V, Magna G, Antonelli G, Martinelli E, Sivalingam Y, Paolesse R, et al. LIG/ZnO/Porphyrin-Functionalized EGFET-Based Electronic Tongue. Proceedings. 2024; 97(1):116. https://doi.org/10.3390/proceedings2024097116

Chicago/Turabian Style

Pushparaj, Kishore, Alexandro Catini, Rosamaria Capuano, Leonardo Papale, Valerio Allegra, Gabriele Magna, Gianni Antonelli, Eugenio Martinelli, Yuvaraj Sivalingam, Roberto Paolesse, and et al. 2024. "LIG/ZnO/Porphyrin-Functionalized EGFET-Based Electronic Tongue" Proceedings 97, no. 1: 116. https://doi.org/10.3390/proceedings2024097116

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