Colorimetric Sensor Array for Monitoring, Modelling and Comparing Spoilage Processes of Different Meat and Fish Foods
Meat spoilage is a very complex combination of processes related to bacterial activities. Numerous efforts are underway to develop automated techniques for monitoring this process. We selected a panel of pH indicators and a colourimetric dye, selective for thiols. Embedding these dyes into an anion...
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doaj-45fe8953dde449c2b1b67ce7ee2a7b852020-11-25T03:15:11ZengMDPI AGFoods2304-81582020-05-01968468410.3390/foods9050684Colorimetric Sensor Array for Monitoring, Modelling and Comparing Spoilage Processes of Different Meat and Fish FoodsLisa Rita Magnaghi0Federica Capone1Camilla Zanoni2Giancarla Alberti3Paolo Quadrelli4Raffaela Biesuz5Department of Chemistry, University of Pavia, Via Taramelli 12 27100 Pavia, ItalyDepartment of Chemistry, University of Pavia, Via Taramelli 12 27100 Pavia, ItalyDepartment of Chemistry, University of Pavia, Via Taramelli 12 27100 Pavia, ItalyDepartment of Chemistry, University of Pavia, Via Taramelli 12 27100 Pavia, ItalyDepartment of Chemistry, University of Pavia, Via Taramelli 12 27100 Pavia, ItalyDepartment of Chemistry, University of Pavia, Via Taramelli 12 27100 Pavia, ItalyMeat spoilage is a very complex combination of processes related to bacterial activities. Numerous efforts are underway to develop automated techniques for monitoring this process. We selected a panel of pH indicators and a colourimetric dye, selective for thiols. Embedding these dyes into an anion exchange cellulose sheets, i.e., the commercial paper sheet known as “Colour Catcher<sup>®</sup>” commonly used in the washing machine to prevent colour run problems, we obtained an array made of six coloured spots (here named Dye name-CC@). The array, placed over the tray containing a sample of meat or fish (not enriched at any extend with spoilage products), progressively shows a colour change in the six spots. Photos of the array were acquired as a function of time, RGB indices were used to follow the spoilage, Principal Component Analysis to model the data set. We demonstrate that the array allows for the monitoring the overall spoilage process of chicken, beef, pork and fish, obtaining different models that mimic the degradation pathway. The spoilage processes for each kind of food, followed by the array colour evolution, were eventually compared using three-way PCA, which clearly shows same degradation pattern of protein foods, altered only according to the different substrates.https://www.mdpi.com/2304-8158/9/5/684sensor arrayfood safety/food wastenaked-eye detectionprotein food spoilagemulti-purpose devicethree-way PCA |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Lisa Rita Magnaghi Federica Capone Camilla Zanoni Giancarla Alberti Paolo Quadrelli Raffaela Biesuz |
spellingShingle |
Lisa Rita Magnaghi Federica Capone Camilla Zanoni Giancarla Alberti Paolo Quadrelli Raffaela Biesuz Colorimetric Sensor Array for Monitoring, Modelling and Comparing Spoilage Processes of Different Meat and Fish Foods Foods sensor array food safety/food waste naked-eye detection protein food spoilage multi-purpose device three-way PCA |
author_facet |
Lisa Rita Magnaghi Federica Capone Camilla Zanoni Giancarla Alberti Paolo Quadrelli Raffaela Biesuz |
author_sort |
Lisa Rita Magnaghi |
title |
Colorimetric Sensor Array for Monitoring, Modelling and Comparing Spoilage Processes of Different Meat and Fish Foods |
title_short |
Colorimetric Sensor Array for Monitoring, Modelling and Comparing Spoilage Processes of Different Meat and Fish Foods |
title_full |
Colorimetric Sensor Array for Monitoring, Modelling and Comparing Spoilage Processes of Different Meat and Fish Foods |
title_fullStr |
Colorimetric Sensor Array for Monitoring, Modelling and Comparing Spoilage Processes of Different Meat and Fish Foods |
title_full_unstemmed |
Colorimetric Sensor Array for Monitoring, Modelling and Comparing Spoilage Processes of Different Meat and Fish Foods |
title_sort |
colorimetric sensor array for monitoring, modelling and comparing spoilage processes of different meat and fish foods |
publisher |
MDPI AG |
series |
Foods |
issn |
2304-8158 |
publishDate |
2020-05-01 |
description |
Meat spoilage is a very complex combination of processes related to bacterial activities. Numerous efforts are underway to develop automated techniques for monitoring this process. We selected a panel of pH indicators and a colourimetric dye, selective for thiols. Embedding these dyes into an anion exchange cellulose sheets, i.e., the commercial paper sheet known as “Colour Catcher<sup>®</sup>” commonly used in the washing machine to prevent colour run problems, we obtained an array made of six coloured spots (here named Dye name-CC@). The array, placed over the tray containing a sample of meat or fish (not enriched at any extend with spoilage products), progressively shows a colour change in the six spots. Photos of the array were acquired as a function of time, RGB indices were used to follow the spoilage, Principal Component Analysis to model the data set. We demonstrate that the array allows for the monitoring the overall spoilage process of chicken, beef, pork and fish, obtaining different models that mimic the degradation pathway. The spoilage processes for each kind of food, followed by the array colour evolution, were eventually compared using three-way PCA, which clearly shows same degradation pattern of protein foods, altered only according to the different substrates. |
topic |
sensor array food safety/food waste naked-eye detection protein food spoilage multi-purpose device three-way PCA |
url |
https://www.mdpi.com/2304-8158/9/5/684 |
work_keys_str_mv |
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