Target vs spectral fingerprint data analysis of Iberian ham samples for avoiding labelling fraud using headspace - gas chromatography-ion mobility spectrometry.

Abstract:

:The data obtained with a polar or non-polar gas chromatography (GC) column coupled to ion mobility spectrometry (IMS) has been explored to classify Iberian ham, to detect possible frauds in their labelling. GC-IMS was used to detect the volatile compound profile of dry-cured Iberian ham from pigs fattened on acorn and pasture or on feed. Due to the two-dimensional nature of GC-IMS measurements, great quantities of data are obtained and an exhaustive chemometric processing is required. A first approach was based on the processing of the complete spectral fingerprint, while the second consisted of the selection of individual markers that appeared throughout the spectra. A classification rate of 90% was obtained with the first strategy, and the second approach correctly classified all Iberian ham samples according to the pigs' diet (classification rate of 100%). No significant differences were found between the GC columns tested in terms of classification rate.

journal_name

Food Chem

journal_title

Food chemistry

authors

Arroyo-Manzanares N,Martín-Gómez A,Jurado-Campos N,Garrido-Delgado R,Arce C,Arce L

doi

10.1016/j.foodchem.2017.11.008

subject

Has Abstract

pub_date

2018-04-25 00:00:00

pages

65-73

eissn

0308-8146

issn

1873-7072

pii

S0308-8146(17)31810-1

journal_volume

246

pub_type

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