1
|
Alfieri G, Modesti M, Riggi R, Bellincontro A. Recent Advances and Future Perspectives in the E-Nose Technologies Addressed to the Wine Industry. SENSORS (BASEL, SWITZERLAND) 2024; 24:2293. [PMID: 38610504 PMCID: PMC11014050 DOI: 10.3390/s24072293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 03/26/2024] [Accepted: 04/01/2024] [Indexed: 04/14/2024]
Abstract
Electronic nose devices stand out as pioneering innovations in contemporary technological research, addressing the arduous challenge of replicating the complex sense of smell found in humans. Currently, sensor instruments find application in a variety of fields, including environmental, (bio)medical, food, pharmaceutical, and materials production. Particularly the latter, has seen a significant increase in the adoption of technological tools to assess food quality, gradually supplanting human panelists and thus reshaping the entire quality control paradigm in the sector. This process is happening even more rapidly in the world of wine, where olfactory sensory analysis has always played a central role in attributing certain qualities to a wine. In this review, conducted using sources such as PubMed, Science Direct, and Web of Science, we examined papers published between January 2015 and January 2024. The aim was to explore prevailing trends in the use of human panels and sensory tools (such as the E-nose) in the wine industry. The focus was on the evaluation of wine quality attributes by paying specific attention to geographical origin, sensory defects, and monitoring of production trends. Analyzed results show that the application of E-nose-type sensors performs satisfactorily in that trajectory. Nevertheless, the integration of this type of analysis with more classical methods, such as the trained sensory panel test and with the application of destructive instrument volatile compound (VOC) detection (e.g., gas chromatography), still seems necessary to better explore and investigate the aromatic characteristics of wines.
Collapse
Affiliation(s)
| | | | | | - Andrea Bellincontro
- Department for Innovation in Biological, Agro-Food and Forest Systems, University of Tuscia, Via S. Camillo de Lellis, 01100 Viterbo, Italy; (G.A.); (M.M.); (R.R.)
| |
Collapse
|
2
|
Pettinelli S, Pérez-Gonzàlez C, Salvo-Comino C, Mencarelli F, Garcia-Cabezón C, Rodriguez-Mendez ML. High-performance bioelectronic tongue for the simultaneous analysis of phenols, sugars and organic acids in wines. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2023. [PMID: 38012060 DOI: 10.1002/jsfa.13174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 11/13/2023] [Accepted: 11/28/2023] [Indexed: 11/29/2023]
Abstract
BACKGROUND Electronic tongues have been widely used to analyze wines. However, owing to the complexity of the matrix, the problem is not completely solved and further improvements are required. RESULTS A high-performance potentiometric bioelectronic tongue (bio-ET) specifically devoted to the assessment of wine components is presented. The novelty of this system is due to two innovative approaches. First, the improved performance is obtained through the use of potentiometric biosensors based on carboxylated polyvinyl chloride (PVC) membranes, where enzymes (glucose oxidase, tyrosinase, laccase, and lyase) specific to compounds of interest are linked covalently. Second, the performance is further enhanced by introducing electron mediators (gold nanoparticles or copper phthalocyanine) into the PVC membrane to facilitate the electron transfer process. Individual sensors exposed to target analytes (glucose, catechol, cysteine, or tartaric acid) show a linear behavior, with limits of detection in the region of 10-4 mol L-1 for all the compounds analyzed, with excellent reproducibility (coefficient of variation lower than 3%). Sensors combined to form a bio-ET show excellent capabilities. Principal component (PC) analysis can discriminate monovarietal white wines (PC1 77%; PC2 15%) and red wines (PC1 63%; PC2 30%). Using partial least squares, the bio-ET can provide information about chemical parameters, including glucose, total polyphenols, total anthocyanins, free and total sulfur dioxide, total acidity, and pH with R2 between 0.91 and 0.98 in calibration and between 0.89 and 0.98 in validation. CONCLUSIONS This advanced instrument is able to assess the levels of seven parameters in a single measurement, providing an advantageous method to the wine industry. © 2023 Society of Chemical Industry.
Collapse
Affiliation(s)
- Stefano Pettinelli
- DAFE, Department of Agriculture, Food and Environment, University of Pisa, Pisa, Italy
- Group UVASENS, Engineers Industrial School, University of Valladolid, Valladolid, Spain
| | - Clara Pérez-Gonzàlez
- Group UVASENS, Engineers Industrial School, University of Valladolid, Valladolid, Spain
- Department of Materials Science, University of Valladolid, Valladolid, Spain
| | - Coral Salvo-Comino
- Group UVASENS, Engineers Industrial School, University of Valladolid, Valladolid, Spain
- BioecoUVA Research Institute, University of Valladolid, Valladolid, Spain
- Department of Inorganic Chemistry, Engineers Industrial School, University of Valladolid, Valladolid, Spain
| | - Fabio Mencarelli
- DAFE, Department of Agriculture, Food and Environment, University of Pisa, Pisa, Italy
| | - Cristina Garcia-Cabezón
- Group UVASENS, Engineers Industrial School, University of Valladolid, Valladolid, Spain
- Department of Materials Science, University of Valladolid, Valladolid, Spain
- BioecoUVA Research Institute, University of Valladolid, Valladolid, Spain
| | - Maria Luz Rodriguez-Mendez
- Group UVASENS, Engineers Industrial School, University of Valladolid, Valladolid, Spain
- BioecoUVA Research Institute, University of Valladolid, Valladolid, Spain
- Department of Inorganic Chemistry, Engineers Industrial School, University of Valladolid, Valladolid, Spain
| |
Collapse
|