TY - JOUR
T1 - A Modelling Approach to Estimate the Level and Molecular Weight Distribution of β-Glucan During the Baking of an Oat-Based Bread
AU - Tiwari, Uma
AU - Cummins, Enda
AU - Brunton, Nigel
AU - Gallagher, Eimear
PY - 2012/7
Y1 - 2012/7
N2 - Oat and oat products containing β-glucans are associated with many health claims. Both the level and molecular weight of β-glucans play an important role in determining the physiological efficacy of β-glucan in terms of health benefits, including reducing blood cholesterol levels. The objective of this study was to develop a probabilistic model to investigate the effect of various process stages in bread making on the level of β-glucan (BG) and its molecular weight (Mw) distribution using Monte Carlo simulation techniques. Various composite flours were formulated by substituting wheat flour (WF) with oat whole flour (OWF), oat refined flour (ORF), oat bran (OB) or rolled oats (RO). The baseline model predicted an overall mean reduction of 49% in BG in baked bread. The mean Mw of β-glucan in all composite flours was reduced following processing and baking from 1. 22 to 0. 77 × 10 6 (g/mol) for OWF + WF, 1. 07 to 0. 68 × 10 6 (g/mol) for ORF + WF, 1. 17 to 0. 75 × 10 6 (g/mol) for OB + WF and 1. 25 to 0. 80 × 10 6 (g/mol) for RO + WF. In all formulated breads, high molecular weight β-glucan was observed to be more susceptible to degradation compared with medium molecular weight and to lower molecular weight. A sensitivity analysis highlighted the negative influence of WF on β-glucan content and the BG reduction with fermentation time. The scenario analysis showed a positive influence on the level of BG with increase addition of oat flour in all formulated breads. The model was validated with experimental data and values were found to be within the confidence interval of predicted BG levels. This model facilitates the optimisation of various steps in the bread making process and highlights the potential for oat flour to improve the nutritional quality of baked bread.
AB - Oat and oat products containing β-glucans are associated with many health claims. Both the level and molecular weight of β-glucans play an important role in determining the physiological efficacy of β-glucan in terms of health benefits, including reducing blood cholesterol levels. The objective of this study was to develop a probabilistic model to investigate the effect of various process stages in bread making on the level of β-glucan (BG) and its molecular weight (Mw) distribution using Monte Carlo simulation techniques. Various composite flours were formulated by substituting wheat flour (WF) with oat whole flour (OWF), oat refined flour (ORF), oat bran (OB) or rolled oats (RO). The baseline model predicted an overall mean reduction of 49% in BG in baked bread. The mean Mw of β-glucan in all composite flours was reduced following processing and baking from 1. 22 to 0. 77 × 10 6 (g/mol) for OWF + WF, 1. 07 to 0. 68 × 10 6 (g/mol) for ORF + WF, 1. 17 to 0. 75 × 10 6 (g/mol) for OB + WF and 1. 25 to 0. 80 × 10 6 (g/mol) for RO + WF. In all formulated breads, high molecular weight β-glucan was observed to be more susceptible to degradation compared with medium molecular weight and to lower molecular weight. A sensitivity analysis highlighted the negative influence of WF on β-glucan content and the BG reduction with fermentation time. The scenario analysis showed a positive influence on the level of BG with increase addition of oat flour in all formulated breads. The model was validated with experimental data and values were found to be within the confidence interval of predicted BG levels. This model facilitates the optimisation of various steps in the bread making process and highlights the potential for oat flour to improve the nutritional quality of baked bread.
KW - β-glucan
KW - Bread
KW - Molecular weight
KW - Oats
UR - https://www.scopus.com/pages/publications/84862136427
U2 - 10.1007/s11947-010-0473-7
DO - 10.1007/s11947-010-0473-7
M3 - Article
AN - SCOPUS:84862136427
SN - 1935-5130
VL - 5
SP - 1990
EP - 2002
JO - Food and Bioprocess Technology
JF - Food and Bioprocess Technology
IS - 5
ER -