4.7 Article

An in-depth study of cheese ripening by means of NIR hyperspectral imaging: Spatial mapping of dehydration, proteolysis and lipolysis

Journal

FOOD CHEMISTRY
Volume 343, Issue -, Pages -

Publisher

ELSEVIER SCI LTD
DOI: 10.1016/j.foodchem.2020.128547

Keywords

Cheese; Dehydration; Lipolysis; Proteolysis; Hyperspectral imaging (HSI); Near-infrared spectroscopy; Chemical mapping; Principal component analysis (PCA)

Funding

  1. Italian Ministry of Education, Universities and Research (MIUR) [RBSI14CJHJ (CUP: D32I15000150008)]

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The study utilized hyperspectral imaging in the near infrared region and multivariate pattern recognition to monitor the biochemical phenomena responsible for cheese ripening. By analyzing NIR spectral bands characterizing dehydration, proteolysis and lipolysis, score maps based on principal component analysis were developed to track and visualize the ripening process of Formaggetta cheese, providing insights into the evolution of dehydration, proteolysis and lipolysis during maturation.
Cheese represents one of the most complex food matrices, for the high number of factors contributing to the chemical composition, and so its evaluation represents an important analytical challenge. The present study describes an innovative and non-destructive analytical approach, based on hyperspectral imaging in the near infrared region (HSI-NIR) and multivariate pattern recognition, to study and monitor the extent - spatial and temporal - of biochemical phenomena responsible for cheese ripening. NIR spectral bands characterising dehydration, proteolysis and lipolysis were individuated and studied by exploiting a representative sample set of characteristic cheeses. The information obtained was employed to develop score maps based on principal component analysis (PCA), which permitted to monitor and visualise the ripening of Formaggetta, a commercial semi-hard cheese typical of Liguria, an Italian region, providing a deep understanding of the evolution of dehydration, proteolysis and lipolysis during the maturation period that precedes the placing on the market.

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