Giancarla Alberti’s research while affiliated with University of Pavia and other places

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Publications (4)


RGB-detector’s placement scheme.
RGB-detector calibration: wave period vs. R. G and B indexes of colored cards.
green µPADs array for pH measurement. A1 = 100%RC; A2 = 75%RC-25%BPF; A3 = 50%RC-50%BPF; A4 = 25%RC-75%BPF; A5 = 100% BPF. Three replicates for each pH value.
The loading plots of the 3−Way PCA model on the first two axes: Plot of the objects (a), Plot of conditions (b) and Plot of variables (c). Exp. Var. = cumulative % variance explained after unfolding.
The score plot of the PCA model on the first two principal components. The ellipsoids are added to identify the clusters at the different pH subintervals and later used for building the PLS models.

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RGB-Detector: A Smart, Low-Cost Device for Reading RGB Indexes of Microfluidic Paper-Based Analytical Devices
  • Article
  • Full-text available

September 2022

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166 Reads

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11 Citations

Bianca Maria Pazzi

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Dario Pistoia

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Giancarla Alberti

A user-friendly, low-cost detector able to read the RGB indexes of microfluidic paper-based analytical devices (µPADs) was developed. The RGB-detector was built with 3D printing using PLA+ and reused Li-ion batteries. It is Arduino-based, which provides an easy interface between the sensor TCS3200, which reads the quadratic wave of the times corresponding to the RGB numbers, the Arduino itself, whose software translates the times into RGB values, and the touchscreen display, NX3224T028, which shows the results. This detector permits multi-sample analysis since it has a sample holder that can keep up to six µPADs simultaneously and rotate after the display’s request. This work shows how the readings of the RGB indexes by the proposed RGB-detector implement the measurements’ reproducibility. As a proof-of-concept, the RGB-detector application to a green array of µPADs for pH measurement coupled with chemometric analysis allowed us to achieve good results in terms of precision and agreement with the pH values measured by a classical pH-meter.

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Screen-Printed Gold Electrode Functionalized with Deferoxamine for Iron(III) Detection

June 2022

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105 Reads

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11 Citations

Giancarla Alberti

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Sara Rovertoni

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[...]

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Raffaela Biesuz

Deferoxamine (DFO), a hydroxamic siderophore with a high affinity for Fe(III), is immobilized as a functionalized self-assembled monolayer of a thiol (SAM) on the gold surface of a screen-printed cell to develop a voltammetric sensor for iron(III). The surface of the working electrode was characterized, before and after functionalization, by determining surface properties such as the area and the double-layer capacitance. The Fe(III) detection was performed by DPV analysis after preconcentration of the cation at the open circuit potential in solution at pH = 1 for two minutes. The method was applied to the iron(III) quantification in water samples giving promising results.


EVOH-Based pH-Sensitive Optode Array and Chemometrics: From Naked-Eye Analysis to Predictive Modeling to Detect Milk Freshness

May 2021

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165 Reads

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15 Citations

ACS Food Science & Technology

This work aims to develop an efficient sensing device to detect milk freshness when stored at typical home conditions. The synthesis of the pH-sensitive optode array, the experimental setup for milk freshness monitoring, and the optode array images acquisition procedure are presented. The employment of various chemometric tools on optode array RGB triplets to visualize, compare, and predict the spoilage of commercial types of milk is discussed. The conclusions drawn from multivariate analyses on optode colors were confirmed using different independent methods. Despite the apparent simplicity, the here proposed sensing device fulfills the requirements for both consumer-friendly naked-eye analysis and chemometrics-assisted prediction of milk freshness. Furthermore, the application of the sensing device on real milk samples during spoilage at home conditions represents a major step forward in the panorama of freshness indicators for dairy products.


From Colour Catcher® to colorimetric sensors: disposable and cheap devices for inorganic ions determination

January 2021

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30 Reads

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2 Citations

METHODS AND OBJECTS OF CHEMICAL ANALYSIS

We describe disposable and cheap colorimetric devices obtained by fixing classical dyes on the commercial paper sheet known as "Colour Catcher®" (here named under the acronym CC), the product used to prevent color runs in washing machines cycles. These devices can be used as colorimetric sensors for different analytes of environmental and biological interest since the indicator dye, fixed on the solid material, changes its spectral properties (color and hence UV-vis spectrum) upon contact with the analyte. The relationship between the analyte content and the UV-vis spectrum (or RGB values) change of each sensor is provided using a chemometric tool: the Partial Least Squares regression (PLS). Promising results were obtained when applying these sensors to actual samples, so because of their simple preparation with low-cost reagents, they can be effective for application in environmental and food analysis.

Citations (3)


... This research highlights the significance of monitoring and process control in microalgae production, with applications extending to biofuels, pigments, cosmetics, animal feed, and wastewater treatment [20]. Pazzi et al. used TCS3200 RGB sensors with an Arduino microcontroller and microfluidic paper-based analytical devices (µPADs) for measuring pH, showing high accuracy and alignment with values obtained from a traditional pH meter [21]. In contrast to the scientific literature, the approach presented in this manuscript is, to the author's knowledge, the first to integrate UV excitation LEDs and RGB sensors in an acrylic microfluidic device for bacteriological water quality measurements. ...

Reference:

A Portable UV-LED/RGB Sensor for Real-Time Bacteriological Water Quality Monitoring Using ML-Based MPN Estimation
RGB-Detector: A Smart, Low-Cost Device for Reading RGB Indexes of Microfluidic Paper-Based Analytical Devices

... The antibody-based sensor fabrication was done using Au-SPE, and before carrying out the immobilization, electrodes were treated with a multi-step process. The approach of Alberti et al. (2022) was slightly modified to build a self-assembled monolayer of a thiol on the cleaned Au-SPE surface by drop-coating 6 µL of 20 mM MPA aqueous solution and soaking for 24 h. To remove the unbound carboxylic acid from the electrode, it was washed with the autoclaved HPLC water and PBS buffer (0.1 M, pH 7). ...

Screen-Printed Gold Electrode Functionalized with Deferoxamine for Iron(III) Detection

... Trying to piece together our background on chemical modifications of polymeric substrates and the synthetic pathways proposed in the literature for CMC, of which the previous paragraph is only a short summary, we developed a 2-step synthetic pathway for the covalent grafting to CMC of molecules containing sulfonic groups. A similar methodology has been already proposed by our research group for the covalent binding of sulfonated dyes to ethylene vinyl alcohol copolymers (EVOH) [9][10][11][12][13], but in the present work, the entire procedure has been revised and adapted for the biopolymeric material. The first driving force of this work was the simplicity of both the synthetic pathway and workup procedure as follows: as a matter of fact, the entire process was completed in a few hours, achieving very high yields and obtaining reproducibly versatile functionalized materials. ...

EVOH-Based pH-Sensitive Optode Array and Chemometrics: From Naked-Eye Analysis to Predictive Modeling to Detect Milk Freshness

ACS Food Science & Technology