Determination of Carbohydrate Composition in Lentils Using Near-Infrared Spectroscopy.
NIR
carbohydrates
fibre
lentil
starch
sugars
Journal
Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366
Informations de publication
Date de publication:
29 Jun 2024
29 Jun 2024
Historique:
received:
28
05
2024
revised:
27
06
2024
accepted:
27
06
2024
medline:
13
7
2024
pubmed:
13
7
2024
entrez:
13
7
2024
Statut:
epublish
Résumé
Carbohydrates are the main components of lentils, accounting for more than 60% of their composition. Their content is influenced by genetic factors, with different contents depending on the variety. These compounds have not only been linked to interesting health benefits, but they also have a significant influence on the techno-functional properties of lentil-derived products. In this study, the use of near-infrared spectroscopy (NIRS) to predict the concentration of total carbohydrate, fibre, starch, total sugars, fructose, sucrose and raffinose was investigated. For this purpose, six different cultivars of macrosperm (n = 37) and microsperm (n = 43) lentils have been analysed, the samples were recorded whole and ground and the suitability of both recording methods were compared. Different spectral and mathematical pre-treatments were evaluated before developing the calibration models using the Modified Partial Least Squares regression method, with a cross-validation and an external validation. The predictive models developed show excellent coefficients of determination (RSQ > 0.9) for the total sugars and fructose, sucrose, and raffinose. The recording of ground samples allowed for obtaining better models for the calibration of starch content (R > 0.8), total sugars and sucrose (R > 0.93), and raffinose (R > 0.91). The results obtained confirm that there is sufficient information in the NIRS spectral region for the development of predictive models for the quantification of the carbohydrate content in lentils.
Identifiants
pubmed: 39001010
pii: s24134232
doi: 10.3390/s24134232
pii:
doi:
Substances chimiques
Carbohydrates
0
Starch
9005-25-8
Sucrose
57-50-1
Fructose
30237-26-4
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Subventions
Organisme : Fundação para a Ciência e Tecnologia
ID : UIDB/00690/2020
Organisme : Fundação para a Ciência e Tecnologia
ID : UIDP/00690/2020
Organisme : Fundação para a Ciência e Tecnologia
ID : LA/P/0007/2020