TY - JOUR
T1 - Shelf life prediction of gluten-free bread formulated with quinoa flour
T2 - comparison of packaging materials using mathematical modeling and survival analysis
AU - García-Ramón, Diego Fernando
AU - Norabuena, Edgar
AU - Sotelo-Méndez, Alejandrina
AU - Vega, Marlitt Naupay
AU - Sumarriva, Liliana
AU - Vidaurre-Ruiz, Julio
AU - Hurtado-Soria, Beetthssy Z.
AU - Villanueva, Eudes
AU - Salas-Valerio, Walter Francisco
N1 - Publisher Copyright:
© The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2025.
PY - 2025
Y1 - 2025
N2 - Producing gluten-free products represents a challenge in the field of food engineering. Several studies have focused on using flour from Andean grains as an alternative for the production of gluten-free foods. Likewise, determining the shelf life of products is a relevant factor to guarantee product quality. In this aspect, traditional mathematical methods are often biased; however, recently, survival analysis has been proposed as a more accurate alternative to estimate the shelf life of products. This research aimed to model and predict shelf life using reaction kinetics, mathematical modeling by moisture migration, and survival analysis of gluten-free quinoa bread packaged in Oriented Polypropylene (OPP) and Low-Density Polyethylene (LDPE), stored at 25 °C and 80% relative humidity. Shelf life by reaction kinetics was limited mainly by hardness, obtaining a value of 3.15 days for bread in OPP and 1.88 days for LDPE. In the moisture migration prediction, the shelf life was 50.26 days for OPP and 43.53 days for LDPE. Finally, the shelf life determined by survival analysis was 4.47 days for OPP and 3.89 days for LDPE, when 50% of the gluten-free bread consumers rejected the product.
AB - Producing gluten-free products represents a challenge in the field of food engineering. Several studies have focused on using flour from Andean grains as an alternative for the production of gluten-free foods. Likewise, determining the shelf life of products is a relevant factor to guarantee product quality. In this aspect, traditional mathematical methods are often biased; however, recently, survival analysis has been proposed as a more accurate alternative to estimate the shelf life of products. This research aimed to model and predict shelf life using reaction kinetics, mathematical modeling by moisture migration, and survival analysis of gluten-free quinoa bread packaged in Oriented Polypropylene (OPP) and Low-Density Polyethylene (LDPE), stored at 25 °C and 80% relative humidity. Shelf life by reaction kinetics was limited mainly by hardness, obtaining a value of 3.15 days for bread in OPP and 1.88 days for LDPE. In the moisture migration prediction, the shelf life was 50.26 days for OPP and 43.53 days for LDPE. Finally, the shelf life determined by survival analysis was 4.47 days for OPP and 3.89 days for LDPE, when 50% of the gluten-free bread consumers rejected the product.
KW - Celiac disease
KW - Chenopodium quinoa
KW - Crumb
KW - Functional food
KW - Isotherm
KW - Sensory analysis
UR - http://www.scopus.com/inward/record.url?scp=86000744629&partnerID=8YFLogxK
U2 - 10.1007/s11694-025-03173-1
DO - 10.1007/s11694-025-03173-1
M3 - Artículo
AN - SCOPUS:86000744629
SN - 2193-4126
JO - Journal of Food Measurement and Characterization
JF - Journal of Food Measurement and Characterization
M1 - 108305
ER -