Citation: Magnaghi, L.R.; Zanoni, C.;
Bancalari, E.; Hadj Saadoun, J.;
Alberti, G.; Quadrelli, P.; Biesuz, R.
pH-Sensitive Sensors at Work on
Poultry Meat Degradation Detection:
From the Laboratory to the
Supermarket Shelf. AppliedChem 2022,
2, 128–141. https://doi.org/10.3390/
appliedchem2030009
Academic Editor: Jason Love
Received: 19 May 2022
Accepted: 21 June 2022
Published: 24 June 2022
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Article
pH-Sensitive Sensors at Work on Poultry Meat Degradation
Detection: From the Laboratory to the Supermarket Shelf
Lisa Rita Magnaghi
1,2,
* , Camilla Zanoni
1
, Elena Bancalari
3
, Jasmine Hadj Saadoun
3
, Giancarla Alberti
1
,
Paolo Quadrelli
1,2
and Raffaela Biesuz
1,2
1
Department of Chemistry, University of Pavia, Via Taramelli 12, 27100 Pavia, Italy;
camilla.zanoni01@universitadipavia.it (C.Z.); giancarla.alberti@unipv.it (G.A.);
paolo.quadrelli@unipv.it (P.Q.); rbiesuz@unipv.it (R.B.)
2
Unità di Ricerca di Pavia, Consorzio Interuniversitario Nazionale per la Scienza e Tecnologia dei
Materiali (INSTM), Via G. Giusti 9, 50121 Florence, Italy
3
Department of Food and Drug, University of Parma, Parco Area delle Scienze 27/A, 43124 Parma, Italy;
elena.bancalari@unipr.it (E.B.); jasmine.hadjsaadoun@unipr.it (J.H.S.)
* Correspondence: lisarita.magnaghi@unipv.it
Abstract: In the last twenty years, the number of publications presenting generalized pH-sensitive
devices proposed for food freshness monitoring has been steadily growing, but to date, none of
them have succeeded in exiting the laboratory and reaching the supermarket shelf. To reach this
scope, we developed a large-scale applicable pH-sensitive sensor array to monitor perishable foods’
degradation. We ensured freshness monitoring in domestic conditions, using sales packages and
during chilled storage, by simple naked-eye readout and multivariate imaging analysis, and we
fully corroborated the device by (i) projection of unknown independent samples in the PCA model,
(ii) TVB-N quantification and (iii) microbiological assay. The choice of commercial and cheap dye
and polymeric support already employed in food packaging ensures the low-cost and scalability of
the device and the promising results obtained make this device an eligible candidate for large-scale
implementation.
Keywords: pH-sensitive devices; chicken breast degradation; naked-eye reading; chemometrics;
TVB-N; total viable count; industrial scale-up
1. Introduction
Starting from the very beginning, in the last twenty years, the field of sensing de-
vices has experienced a deep transformation with the widespread diffusion of differential
sensing approaches inspired by mammalians’ olfaction and gustation [1,2]. Focusing on
colorimetric sensors, the advent of digital color imaging (DIC) combined with multivariate
data elaboration has further multiplied the opportunities and the possible strategies for the
development of scalable devices for large-scale applications [2–5]. On one hand, DIC allows
for the employment of low-cost and widespread image acquisition devices, such as mobile
phones, cameras or scanners, eliminating the subjective error of naked-eye observation
and summarizing the color information in three-dimensional coordinates [3,4]. On the
other hand, these three-dimensional coordinates represent the eligible input dataset for
multivariate algorithms that allow both qualitative and quantitative analyses, depending
on the type of application [2,5].
The widespread diffusion of such approaches has brought about the rediscovery of
“old” cross-reactive and chemo-responsive dyes whose colors are dependent upon their
chemical environment: among all, the most prominent case is represented by pH indicators
that used to be exploited only in classical acid–base titrations and which now play a
fundamental role in manifold sensing devices both for solutions and vapor analysis [3,6–13].
As a matter of fact, pH is a key target parameter in a broad range of applications from
AppliedChem 2022, 2, 128–141. https://doi.org/10.3390/appliedchem2030009 https://www.mdpi.com/journal/appliedchem