Headspace solid-phase microextraction (HS-SPME) coupled with mass spectrometry-based electronic nose (MSeNose), in combination with multivariate statistical analysis was used as untargeted method for the rapid authentication of 100% Italian durum wheat pasta. Among the tested classification models, i.e. PCA-LDA, PLSDA and SVMc, SVMc provided the highest accuracy results in both calibration (90%) and validation (92%)processes. Potential markers discriminating pasta samples were identified by HS-SPME/GC-MS analysis. Specifically, the content of a pattern of 8 out of 59 volatile organic compounds (VOCs) was significantly differentbetween samples of 100% Italian durum wheat pasta and pasta produced with durum wheat of different origins, most of which were related to different lipidic oxidation in the two classes of pasta. The proposed MS-eNosemethod is a rapid and reliable tool to be used for authenticating Italian pasta useful to promote its typicity and preserving consumers from fraudulent practices.

Mass spectrometry-based electronic nose to authenticate 100% Italian durum wheat pasta and characterization of volatile compounds

Salvatore Cervellieri
Primo
;
Vincenzo Lippolis
Secondo
;
Erminia Mancini;Michelangelo Pascale;Antonio Francesco Logrieco
Penultimo
;
Annalisa De Girolamo
Ultimo
2022

Abstract

Headspace solid-phase microextraction (HS-SPME) coupled with mass spectrometry-based electronic nose (MSeNose), in combination with multivariate statistical analysis was used as untargeted method for the rapid authentication of 100% Italian durum wheat pasta. Among the tested classification models, i.e. PCA-LDA, PLSDA and SVMc, SVMc provided the highest accuracy results in both calibration (90%) and validation (92%)processes. Potential markers discriminating pasta samples were identified by HS-SPME/GC-MS analysis. Specifically, the content of a pattern of 8 out of 59 volatile organic compounds (VOCs) was significantly differentbetween samples of 100% Italian durum wheat pasta and pasta produced with durum wheat of different origins, most of which were related to different lipidic oxidation in the two classes of pasta. The proposed MS-eNosemethod is a rapid and reliable tool to be used for authenticating Italian pasta useful to promote its typicity and preserving consumers from fraudulent practices.
2022
Istituto di Scienze delle Produzioni Alimentari - ISPA
MS-based electronic nose
Durum wheat pasta
Authentication
Geographical origin
Volatile organic compounds
Chemometrics
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/419408
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