| Literature DB >> 35327270 |
Etiene Valéria Aguiar1, Fernanda Garcia Santos1, Ana Carolina Ladeia Solera Centeno1, Vanessa Dias Capriles1.
Abstract
The study aimed to define the ideal proportions of pseudocereal flours (PF) in sensory-accepted gluten-free bread (GFB) formulations. The characteristics of GFB developed with PF (amaranth, buckwheat, and quinoa) were verified through a mixture design and response surface methodology. Three simplex-centroid designs were studied to analyze the effects of each PF and their interactions with potato starch (PS), and rice flour (RF) on GFB's physical and sensory characteristics, each design producing three single, three binary and six ternary GFB formulations. Results showed that using PF alone resulted in unacceptable GFB. However, the interactions between PF and RF improved the loaf specific volume and the crumb softness and also enhanced appearance, color, odor, texture, flavor, and overall liking. Moreover, the composite formulations prepared with 50% PF and 50% RF (flour basis) presented physical properties and acceptability scores like those of white GFB, prepared with 100% RF or a 50% RF + 50% PS blend (flour basis). Maximum proportions of PF to obtain well-accepted GFB (scores ≥7 for all evaluated attributes on a 10-cm hybrid hedonic scale) were defined at 60% for amaranth flour (AF), 85% for buckwheat flour (BF), and 82% for quinoa flour (QF) in blends with RF.Entities:
Keywords: bread quality; gluten-free; multiple factor analysis; pseudocereals; response surface methodology; whole flour
Year: 2022 PMID: 35327270 PMCID: PMC8954203 DOI: 10.3390/foods11060848
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Predicted model equations for the three mixture designs indicating the effect of each mixture component a and their interactions on the physical properties and acceptability scores of the gluten-free bread.
| Design b | Predicted Model Equations c | R2adj (%) d | Model (p) e | Lack of Fit (p) e |
|---|---|---|---|---|
| Loaf specific volume cm3/g (Y1) | ||||
| A | Y1a = 1.74RF + 1.43PS + 1.57AF + 0.65RF × PS + 1.42PS × AF | 86.79 | 0.002 | 0.281 |
| B | Y1b = 1.83RF + 1.59PS + 2.01BF | 32.61 | 0.069 | 0.017 |
| C | Y1c = 1.72RF + 1.43PS + 1.46QF + 1.11RF × QF + 1.30PS × QF | 80.18 | 0.007 | 0.063 |
| Crumb firmness N (Y2) | ||||
| A | Y2a = 9.88RF + 9.31PS + 4.31AF | 73.62 | 0.001 | 0.749 |
| B | Y2b = 10.19RF + 11.13PS + 22.69BF | 70.82 | 0.002 | 0.004 |
| C | Y2c = 8.84RF + 8.97PS + 20.99QF | 83.75 | 0.000 | 0.277 |
| Crumb moisture % (Y3) | ||||
| A | Y3a = 52.28RF + 55.43PS + 53.75AF | 98.19 | 0.000 | 0.137 |
| B | Y3b = 51.59RF + 55.00PS + 52.11BF | 78.63 | 0.000 | 0.014 |
| C | Y3c = 52.56RF + 55.63PS + 54.02QF | 83.17 | 0.000 | 0.461 |
| Appearance acceptability score (Y4) | ||||
| A | Y4a = 8.73RF + 7.71PS + 7.25AF + 2.64RF × PS+ 3.46PS × AF | 8.55 | 0.001 | 0.587 |
| B | Y4b = 9.13RF + 8.13PS + 7.26BF | 78.03 | 0.000 | 0.255 |
| C | Y4c = 8.75RF + 7.73PS + 7.58QF + 1.83RF × PS + 3.67PS × QF | 87.83 | 0.002 | 0.269 |
| Color acceptability score (Y5) | ||||
| A | Y5a = 8.61RF + 7.89PS + 7.77AF + 2.91RF × AF | 66.25 | 0.033 | 0.571 |
| B | Y5b = 8.98RF + 8.07PS + 6.97BF | 79.72 | 0.000 | 0.416 |
| C | Y5c = 8.57RF + 7.91PS + 7.43QF + 3.04RF × QF | 73.85 | 0.016 | 0.237 |
| Odor acceptability score (Y6) | ||||
| A | Y6a = 8.59RF + 8.62PS + 7.62AF | 65.42 | 0.003 | 0.251 |
| B | Y6b = 8.50RF + 8.34PS + 7.30BF | 77.10 | 0.001 | 0.607 |
| C | Y6c = 8.41RF + 8.33PS + 6.74QF | 84.23 | 0.000 | 0.815 |
| Texture acceptability score (Y7) | ||||
| A | Y7a = 8.09RF + 7.07PS + 4.87AF + 3.58RF × PS + 3.55RF × AF | 92.02 | 0.001 | 0.229 |
| B | Y7b = 8.63RF + 7.30PS + 6.99BF | 59.59 | 0.007 | 0.473 |
| C | Y7c = 8.37RF + 7.78PS + 7.46QF | 05.71 | 0.311 | 0.043 |
| Flavor acceptability score (Y8) | ||||
| A | Y8a = 7.87RF + 7.88PS + 5.62AF + 3.24RF + AF + 3.19PS + AF | 91.63 | 0.001 | 0.878 |
| B | Y8b = 7.89RF + 7.84PS + 6.51BF + 2.04RF × PS + 2.35RF × BF | 93.63 | 0.000 | 0.459 |
| C | Y8c = 8.30RF + 8.29PS + 6.72QF | 58.00 | 0.008 | 0.642 |
| Overall liking (Y9) | ||||
| A | Y9a = 8.14RF + 7.80PS + 5.78AF + 3.51RF × AF + 2.78 PS × AF | 90.34 | 0.001 | 0.440 |
| B | Y9b = 8.20RF + 7.67PS + 7.88BF + 2.45RF × PS − 1.99PS × BF | 84.07 | 0.003 | 0.230 |
| C | Y9c = 8.40RF + 8.27PS + 6.87QF | 61.38 | 0.005 | 0.411 |
a Mixture components: RF = rice flour, PS = potato starch, AF = amaranth flour, BF = buckwheat flour, QF = quinoa flour. b Design: amaranth (A), buckwheat (B) and quinoa (C). c Only the coefficients significant at a p < 0.05 level were selected for the predicted model construction. d R2adj adjusted coefficient of determination. e Significance of the Model and Lack of fit. p = probability level.
Figure 1Contour plots from the predict model equations for physical properties of the gluten-free bread based on a mixture design. Formulation ID: AF—amaranth flour; BF—buckwheat flour; QF—quinoa flour; RF—rice flour; PS—potato starch.
Figure 2Contour plots from the predict model equations for the sensory acceptability scores (10-cm hybrid hedonic scale) of the gluten-free breads based on a mixture design. Formulation ID: AF—amaranth flour; BF—buckwheat flour; QF—quinoa flour; RF- rice flour; PS—potato starch.
Figure 3Dough curves of selected gluten-free bread formulations and parameters obtained by Mixolab®. Dough mixtures according to the levels of rice flour (RF), potato starch (PS) and pseudocereal flours: amaranth (AF), buckwheat (BF) and quinoa (QF).
Figure 4Photographs of central slices and crust of the selected gluten-free bread formulations according to the levels of AF—amaranth flour; BF—buckwheat flour; QF—quinoa flour; RF—rice flour; PS—potato starch.
Predicted and measured values to physical properties and sensory analysis of the selected gluten-free bread formulations.
| Parameters | Gluten-Free Bread Formulations a | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| 50% AF + 50% RF | 50% BF + 50% RF | 50% QF + 50% RF | 60% AF + 40% RF | 85% BF + 15% RF | 82% QF + 18% RF | 100% RF | 50% RF + 50% PS | ||
| Physical properties | |||||||||
| Specific volume (cm3/g) b | PV * | 1.80 | SV | 1.81 | 1.80 | SV | 1.75 | 1.77 | 1.91 |
| MV * | 1.71 e | 2.10 a | 1.86 d | 1.,94 bc | 2.00 b | 1.88 cd | 1.69 e | 1.72 e | |
| Crumb firmness (N) c | PV * | 7.09 | SV | 14.91 | 6.54 | SV | 18.80 | 8.90 | 8.84 |
| MV * | 7.69 e | 12.04 c | 14.73 b | 7.24 e | 16.44 a | 14.03 b | 10.63 d | 13.48 b | |
| Sensory acceptance d | |||||||||
| Appearance | PV * | SV | 8.20 | 8.53 | SV | 7.54 | 8.22 | 8.63 | 9.13 |
| MV * | 8.76 a | 8.39 ab | 8.82 a | 8.87 a | 7.83 b | 8.14 ab | 8.74 a | 8.75 a | |
| Color | PV * | SV | 7.97 | 8.41 | SV | 7.27 | 8.10 | 8.52 | 8.98 |
| MV * | 8.80 a | 7.88 bc | 8.83 a | 8.96 a | 7.43 c | 8.16 abc | 8.50 ab | 8.59 ab | |
| Odor | PV * | SV | 7.90 | 7.58 | SV | 7.48 | 7.04 | 8.45 | 8.50 |
| MV * | 7.94 a | 7.62 a | 8.11 a | 7.70 a | 7.60 a | 7.90 a | 8.41 a | 8.44 a | |
| Texture | PV * | 7.19 | SV | SV | 7.01 | SV | SV | 7.96 | 8.63 |
| MV * | 7.67 a | 8.06 a | 7. 72 a | 7.36 a | 7.96 a | 7.44 a | 8.41 a | 8.18 a | |
| Flavor | PV * | 7.36 | 7.59 | SV | 7.14 | 7.06 | SV | 8.23 | 8.35 |
| MV * | 7.69 a | 8.15 a | 8.23 a | 7.33 a | 7.35 a | 7.32 a | 8.44 a | 7.83 a | |
| Overall liling | PV * | 7.54 | 7.98 | SV | 7.36 | 7.69 | SV | 8.05 | 8.39 |
| MV * | 8.00 a | 8.13 a | 8.33 a | 7.56 a | 7.58 a | 7.61 a | 8.43 a | 8.11 a | |
a Bread IDs: AF—amaranth flour; BF—buckwheat flour; QF—quinoa flour; RF—rice flour; PS—potato starch. The numbers indicate the ingredient proportions in the flour weight basis (g/100 g). Values are means ± standard deviations b (n = 3), c (n = 6), d (n = 54). * PV: predicted values, MV: measured values. Values followed by different letters in each line are significantly different (p < 0.05).
Proximate composition of the selected gluten-free bread (GFB) formulations, compared with white GFB developed with rice flour (RF) and potato starch (PS) (g/100 g of food as eaten).
| Gluten-Free Bread Formulations a | ||||||||
|---|---|---|---|---|---|---|---|---|
| 50% AF + 50% RF | 50% BF + 50% RF | 50% QF + 50% RF | 60% AF + 40% RF | 85% BF + 15% RF | 82% QF + 18% RF | 100% RF | 50% RF + 50% PS | |
| Moisture | 47.03 + 0.02 bcd | 47.05 + 0.13 bcd | 46.22 + 0.05 cd | 47.47 + 0.27 abc | 47.41 + 0.06 abcd | 47.58 + 0.03 ab | 46.16 + 0.26 d | 48.59 + 1.24 a |
| Ash | 1.71 + 0.03 c | 1.66 + 0.00 d | 1.80 + 0.00 b | 1.80 + 0.02 b | 1.00 + 0.01 g | 2.03 + 0.01 a | 1.40 + 0.00 e | 1.32 + 0.00 f |
| Protein | 6.90 + 0.03 d | 6.72 + 0.05 e | 7.67 + 0.02 b | 6.92 + 0.07 d | 7.29 + 0.06 c | 8.02 + 0.08 a | 5.12 + 0.00 f | 4.10 + 0.09 g |
| Fat | 5.13 + 0.47 ab | 4.78 + 0.38 abc | 4.05 + 0.07 de | 4.71 + 0.14 bcd | 4.17 + 0.17 cd | 3.42 + 0.13 e | 5.39 + 0.11 a | 4.17 + 0.03 cd |
| Total dietary fiber | 10.39 + 0.47 c | 12.74 + 0.51 b | 10.78 + 0.20 c | 11.41 + 0.07 c | 13.40 + 0.47 ab | 14.37 + 0.57 a | 7.66 + 0.18 d | 4.89 + 0.12 e |
| Insoluble fiber | 7.82 + 0.17 d | 10.24 + 0.33 b | 8.05 + 0.14 cd | 8.61 + 0.29 c | 10.31 + 0.12 b | 11.47 + 0.36 a | 5.50 + 0.22 e | 3.10 + 0.10 f |
| Soluble fiber | 2.56 + 0.48 abc | 2.50 + 0.19 abc | 2.74 + 0.34 abc | 2.80 + 0.26 ab | 3.09 + 0.37 a | 2.91 + 0.22 ab | 2.15 + 0.04 bc | 1.78 + 0.13 c |
| Available carbohydrate | 28.83 + 0.84 cd | 27.05 + 0.59 de | 29.46 + 0.10 c | 27.69 + 0.16 cde | 26.74 + 0.66 e | 24.57 + 0.55 f | 34.27 + 0.43 b | 36.93 + 1.18 a |
a Bread IDs: AF—amaranth flour; BF—buckwheat flour; QF—quinoa flour; RF—rice flour; PS—potato starch. The numbers indicate the ingredient proportions in the flour weight basis (g/100 g). Values are means ± standard deviations (n = 3). Values followed by different letters in each line are significantly different (p < 0.05).
Figure 5Multiple factor analysis correlating the physical (in green), sensorial (in blue), proximate composition (in red) and Mixolab parameters (in purple) of the selected gluten-free bread formulations. Bread ID: rice flour (RF), potato starch (PS) and pseudocereal flours: amaranth (AF), buckwheat (BF) and quinoa (QF).