scholarly journals Prediction of Polyphenol Oxidase Activity Using Visible Near-Infrared Hyperspectral Imaging on Mushroom (Agaricus bisporus) Caps

2010 ◽  
Vol 58 (10) ◽  
pp. 6226-6233 ◽  
Author(s):  
Edurne Gaston ◽  
Jesús M. Frías ◽  
Patrick J. Cullen ◽  
Colm P. O'Donnell ◽  
Aoife A. Gowen
2020 ◽  
Vol 2020 ◽  
pp. 1-10
Author(s):  
Luna Shrestha ◽  
Boris Kulig ◽  
Roberto Moscetti ◽  
Riccardo Massantini ◽  
Elke Pawelzik ◽  
...  

The assessment of the quality of fresh-cut apple slices is important for processing, storage, market value, and consumption. Determination of polyphenol oxidase activity (PPO) in apples is critical for controlling the quality of the final product (i.e., dried apples and juices). Hyperspectral imaging (HSI) is a nondestructive, noncontact, and rapid food quality assessment technique. It has the potential to detect physical and chemical quality attributes of foods such as PPO of apple. The aim of this study was to investigate the suitability of HSI in the visible and near-infrared (VIS-NIR) range for indirect assessment of PPO activity of fresh-cut apple slices. Apple slices of two cultivars (cv. Golden Delicious and Elstar) were used to build a robust detection algorithm, which is independent of cultivars and applied treatments. Partial least squares (PLS) regression using the 7-fold cross-validation method and method comparison analysis (Bland–Altman plot, Passing–Bablok regression, and Deming regression) were performed. The 95% confidence interval (CI) bands for the Bland–Altman analysis between the methods were −4.19 and 13.11, and the mean difference was 3.7e−12. The Passing–Bablok regression had a slope of 0.8 and an intercept of 7.6. The slope of the Deming regression was 0.8 within the CI bands of 0.56 and 1.10. These results show acceptable performance and no significant deviation from linearity. Hence, the results demonstrated the feasibility of HSI as an indirect alternative to the standard chemical analysis of PPO enzyme activity.


1997 ◽  
Vol 34 (2) ◽  
pp. 155-159 ◽  
Author(s):  
Antonio Rescigno ◽  
Francesca Sollai ◽  
Andrea C Rinaldi ◽  
Giulia Soddu ◽  
Enrico Sanjust

2015 ◽  
Vol 35 (2) ◽  
Author(s):  
Francesca Taranto ◽  
Giacomo Mangini ◽  
Antonella Pasqualone ◽  
Agata Gadaleta ◽  
Antonio Blanco

2018 ◽  
Vol 54 (2) ◽  
pp. 403-411 ◽  
Author(s):  
Roberto Moscetti ◽  
Flavio Raponi ◽  
Danilo Monarca ◽  
Giacomo Bedini ◽  
Serena Ferri ◽  
...  

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