Germinated Chickpea and Lupin as Promising Ingredients for Breadmaking—Rheological Features
Abstract
:1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Dough Rheology
2.2.1. Empirical Dough Rheological Properties
2.2.2. Fundamental Dough Rheological Properties
2.3. Dough Microstructure
2.4. Data Statistical Analysis
3. Results
3.1. Materials Characteristics
3.2. Influence of CGF and LGF on Falling Number
3.3. Influence of CGF and LGF on Dough Rheological Behavior during Mixing and 3D-Deformation
3.4. Influence of CGF and LGF on Dough Rheological Behavior during Fermentation
3.5. Influence of CGF and LGF on Dough Fundamental Rheological Properties
3.6. Optimal Combination of CGF and LGF Added in Wheat Flour
3.7. Relations between Variables
3.8. Characterization of Optimal and Control Sample Dough Microstructure
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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(a) | |||||||||
Run | Responses | ||||||||
Falling Number | Consistograph | Alveograph | |||||||
FN (s) | WA (%) | Tol (s) | D250 (mbar) | D450 (mbar) | P (mm) | L (mm) | W (10−4 J) | P/L (adim.) | |
1 | 247 ± 4.24 | 52.1 ± 0.14 | 126 ± 4.24 | 163 ± 4.24 | 569 ± 2.83 | 133 ± 1.41 | 29 ± 1.41 | 164 ± 2.83 | 4.59 ± 2.83 |
2 | 277 ± 2.83 | 52.6 ± 0.14 | 149 ± 4.24 | 174 ± 2.83 | 624 ± 5.66 | 127 ± 1.41 | 33 ± 2.83 | 174 ± 4.24 | 3.85 ± 0.29 |
3 | 206 ± 2.83 | 50.5 ± 0.07 | 106 ± 4.24 | 123 ± 4.24 | 597 ± 5.66 | 143 ± 1.41 | 12 ± 0.83 | 80 ± 2.83 | 11.91 ± 0.78 |
4 | 254 ± 1.41 | 52.2 ± 0.00 | 194 ± 7.07 | 204 ± 2.83 | 731 ± 2.83 | 136 ± 2.83 | 25 ± 1.41 | 153 ± 2.83 | 5.44 ± 0.42 |
5 | 268 ± 1.41 | 52.5 ± 0.28 | 181 ± 1.41 | 214 ± 2.83 | 785 ± 4.24 | 123 ± 2.83 | 35 ± 2.83 | 172 ± 4.24 | 3.51 ± 0.21 |
6 | 283 ± 2.83 | 52.7 ± 0.14 | 209 ± 2.83 | 218 ± 1.41 | 754 ± 1.41 | 110 ± 2.83 | 39 ± 1.41 | 172 ± 5.66 | 2.82 ± 0.17 |
7 | 255 ± 2.83 | 52.2 ± 0.14 | 163 ± 4.24 | 194 ± 1.41 | 761 ± 2.83 | 134 ± 1.41 | 28 ± 1.41 | 168 ± 1.41 | 4.79 ± 0.30 |
8 | 234 ± 1.41 | 52.4 ± 0.14 | 138 ± 2.83 | 176 ± 2.83 | 623 ± 2.83 | 142 ± 1.41 | 22 ± 2.83 | 159 ± 4.24 | 6.45 ± 0.78 |
9 | 302 ± 2.83 | 53.2 ± 0.00 | 167 ± 1.41 | 185.5 ± 3.54 | 762.5 ± 6.36 | 122 ± 2.83 | 40.5 ± 3.54 | 198 ± 4.24 | 3.02 ± 0.19 |
10 | 228 ± 2.83 | 51.7 ± 0.28 | 191 ± 1.41 | 223 ± 2.83 | 834 ± 2.83 | 149 ± 2.83 | 21 ± 1.41 | 137 ± 2.83 | 7.10 ± 0.35 |
11 | 279 ± 1.41 | 52.5 ± 0.14 | 201 ± 2.83 | 205 ± 1.41 | 732 ± 4.24 | 130 ± 1.41 | 33 ± 2.83 | 180 ± 1.41 | 3.94 ± 0.05 |
12 | 350 ± 2.83 | 54.3 ± 0.14 | 214 ± 2.83 | 394 ± 1.41 | 943 ± 4.24 | 104 ± 1.41 | 72 ± 2.83 | 301 ± 4.24 | 1.44 ± 0.04 |
13 | 249 ± 1.41 | 51.9 ± 0.14 | 188 ± 1.41 | 217 ± 2.83 | 833 ± 4.24 | 146 ± 2.83 | 20 ± 1.41 | 126 ± 2.83 | 7.30 ± 0.66 |
14 | 211 ± 1.41 | 51.2 ± 0.28 | 131 ± 2.83 | 168 ± 2.83 | 617 ± 2.83 | 150 ± 1.41 | 16 ± 1.41 | 113 ± 2.83 | 9.37 ± 0.92 |
15 | 260.5 ± 2.12 | 52.3 ± 0.28 | 200.5 ± 6.36 | 242 ± 4.24 | 881 ± 5.66 | 107 ± 1.41 | 38 ± 2.83 | 156 ± 4.24 | 2.83 ± 0.25 |
16 | 318 ± 5.66 | 53.6 ± 0.00 | 215 ± 2.83 | 225 ± 4.24 | 785 ± 5.66 | 106 ± 1.41 | 46 ± 2.83 | 190 ± 4.24 | 2.30 ± 0.11 |
17 | 236 ± 4.24 | 51.8 ± 0.14 | 118 ± 2.83 | 155 ± 1.41 | 537 ± 2.83 | 144 ± 2.83 | 18 ± 1.41 | 127 ± 4.24 | 8.00 ± 0.47 |
18 | 203 ± 1.41 | 50.7 ± 0.14 | 111 ± 1.41 | 128 ± 2.83 | 614 ± 2.83 | 151 ± 2.83 | 12 ± 1.41 | 75 ± 2.83 | 12.58 ± 1.73 |
19 | 320 ± 2.83 | 53.7 ± 0.28 | 181 ± 2.83 | 339 ± 5.66 | 878 ± 2.83 | 113 ± 0.00 | 46 ± 1.41 | 204 ± 4.24 | 2.46 ± 0.08 |
20 | 194 ± 4.24 | 50.3 ± 0.28 | 101 ± 1.41 | 118 ± 2.83 | 621 ± 4.24 | 158 ± 1.41 | 10 ± 1.41 | 64 ± 2.83 | 15.80 ± 2.35 |
21 | 236 ± 1.41 | 51.6 ± 0.14 | 177 ± 4.24 | 216 ± 1.41 | 713 ± 2.83 | 123 ± 1.41 | 16 ± 1.41 | 91 ± 1.41 | 7.69 ± 0.59 |
22 | 308 ± 2.83 | 53.8 ± 0.28 | 204 ± 2.83 | 317 ± 2.12 | 903 ± 4.24 | 114 ± 2.83 | 46 ± 1.41 | 193 ± 2.83 | 2.52 ± 0.01 |
23 | 218 ± 1.41 | 50.9 ± 0.14 | 117 ± 2.83 | 133 ± 4.24 | 632 ± 4.24 | 128 ± 2.83 | 19 ± 1.41 | 113 ± 1.41 | 6.74 ± 0.35 |
24 | 242 ± 4.24 | 51.8 ± 0.14 | 184 ± 1.41 | 231 ± 5.66 | 729 ± 4.24 | 125 ± 1.41 | 23 ± 1.41 | 132 ± 2.83 | 5.43 ± 0.27 |
25 | 329 ± 2.83 | 53.9 ± 0.14 | 223 ± 2.83 | 289 ± 7.07 | 931 ± 5.66 | 108 ± 1.41 | 55 ± 2.83 | 215 ± 2.83 | 1.96 ± 0.13 |
(b) | |||||||||
Run | Responses | ||||||||
Rheofermentometer | Rheometer | ||||||||
H’m (mL) | VT (mL) | VR (mL) | CR (%) | G′ (Pa) | G″ (Pa) | tan δ (adim.) | Ti (·C) | Tmax (°C) | |
1 | 64.3 ± 0.28 | 1425 ± 4.24 | 1147 ± 4.24 | 80.5 ± 0.00 | 13,440 ± 2.83 | 6235 ± 2.83 | 0.4630 ± 0.00 | 48.8 ± 0.00 | 74.8 ± 0.14 |
2 | 68.0 ± 0.00 | 1550 ± 2.83 | 1159 ± 4.24 | 74.8 ± 0.21 | 25,460 ± 1.41 | 10,050 ± 2.83 | 0.3790 ± 0.00 | 49.3 ± 0.14 | 73.3 ± 0.14 |
3 | 46.2 ± 0.28 | 1093 ± 4.24 | 947 ± 2.83 | 86.6 ± 0.14 | 19,700 ± 4.24 | 7952 ± 4.24 | 0.4037 ± 0.00 | 49.1 ± 0.14 | 72.9 ± 0.28 |
4 | 62.3 ± 0.14 | 1439 ± 8.49 | 1207 ± 2.83 | 83.9 ± 0.71 | 42,678 ± 2.12 | 16,233 ± 4.24 | 0.3804 ± 0.00 | 50.9 ± 0.28 | 73.8 ± 0.14 |
5 | 69.7 ± 0.42 | 1493 ± 5.66 | 1177 ± 4.24 | 78.8 ± 0.00 | 37,781 ± 1.41 | 14,921 ± 2.83 | 0.3949 ± 0.00 | 51.0 ± 0.14 | 74.4 ± 0.14 |
6 | 66.3 ± 0.28 | 1641 ± 4.24 | 1233 ± 2.83 | 75.2 ± 0.14 | 46,600 ± 4.24 | 16,140.5 ± 3.54 | 0.3460 ± 0.00 | 50.5 ± 0.00 | 74.8 ± 0.14 |
7 | 57.8 ± 0.28 | 1344 ± 4.24 | 1118 ± 4.24 | 83.2 ± 0.00 | 23,065 ± 2.83 | 8932 ± 5.66 | 0.3873 ± 0.00 | 49.5 ± 0.14 | 74.8 ± 0.28 |
8 | 57.6 ± 0.14 | 1281 ± 2.83 | 1002 ± 2.83 | 78.2 ± 0.42 | 19,873 ± 4.24 | 8137 ± 4.24 | 0.4095 ± 0.00 | 49.9 ± 0.28 | 75.0 ± 0.14 |
9 | 70.5 ± 0.14 | 1621 ± 5.66 | 1214 ± 2.83 | 74.9 ± 0.14 | 43,240 ± 2.83 | 16,060 ± 4.24 | 0.3710 ± 0.00 | 50.4 ± 0.14 | 73.9 ± 0.14 |
10 | 55.8 ± 0.14 | 1307 ± 2.83 | 1056 ± 4.24 | 80.7 ± 0.28 | 28,762 ± 4.24 | 10,167 ± 4.24 | 0.3535 ± 0.00 | 49.8 ± 0.14 | 73.6 ± 0.28 |
11 | 66.8 ± 0.14 | 1481 ± 5.66 | 1142 ± 2.83 | 77.1 ± 0.14 | 43,446 ± 2.83 | 16,578 ± 2.83 | 0.3816 ± 0.00 | 49.8 ± 0.14 | 74.7 ± 0.28 |
12 | 65.9 ± 0.14 | 1532 ± 4.24 | 1228 ± 2.83 | 80.2 ± 0.07 | 29,290 ± 5.66 | 10,780 ± 4.24 | 0.3680 ± 0.00 | 51.9 ± 0.14 | 73.4 ± 0.28 |
13 | 55.2 ± 0.28 | 1366 ± 2.83 | 1037 ± 2.83 | 75.9 ± 0.00 | 28,122 ± 4.24 | 10,243 ± 2.83 | 0.3642 ± 0.00 | 50.2 ± 0.14 | 74.7 ± 0.14 |
14 | 44.0 ± 0.42 | 1071 ± 2.83 | 916 ± 4.24 | 85.5 ± 0.14 | 26,211 ± 2.83 | 9085 ± 4.24 | 0.3466 ± 0.00 | 49.5 ± 0.28 | 73.3 ± 0.14 |
15 | 63.1 ± 0.00 | 1394 ± 5.66 | 1148 ± 4.24 | 82.4 ± 0.64 | 30,730 ± 1.41 | 11,630 ± 2.83 | 0.3780 ± 0.00 | 49.8 ± 0.00 | 75.1 ± 0.14 |
16 | 72.2 ± 0.14 | 1762 ± 7.07 | 1208.5 ± 4.95 | 68.5 ± 0.00 | 41,130 ± 2.83 | 14,230 ± 5.66 | 0.3450 ± 0.00 | 51.2 ± 0.14 | 74.5 ± 0.14 |
17 | 46.4 ± 0.00 | 1051 ± 0.71 | 928 ± 4.24 | 88.2 ± 0.57 | 28,648 ± 2.83 | 9843 ± 4.24 | 0.3436 ± 0.00 | 49.5 ± 0.14 | 74.9 ± 0.14 |
18 | 51.2 ± 0.14 | 1300 ± 2.83 | 1004 ± 5.66 | 77.3 ± 0.71 | 22,146 ± 4.24 | 8345 ± 2.83 | 0.3768 ± 0.00 | 48.7 ± 0.00 | 74.3 ± 0.28 |
19 | 74.5 ± 0.14 | 1651 ± 4.24 | 1239 ± 2.83 | 75.1 ± 0.35 | 34,400 ± 5.66 | 13,000 ± 2.83 | 0.3770 ± 0.00 | 51.1 ± 0.14 | 73.5 ± 0.14 |
20 | 38.1 ± 0.28 | 974 ± 4.24 | 802 ± 2.83 | 82.3 ± 0.71 | 19,415 ± 1.41 | 6713 ± 4.24 | 0.3458 ± 0.00 | 48.4 ± 0.28 | 73.8 ± 0.28 |
21 | 61.0 ± 0.28 | 1340 ± 5.66 | 1117 ± 2.83 | 83.4 ± 0.28 | 25,742 ± 2.83 | 9367 ± 2.83 | 0.3639 ± 0.00 | 49.0 ± 0.14 | 74.6 ± 0.00 |
22 | 79.6 ± 0.28 | 1763 ± 2.83 | 1614 ± 4.24 | 91.5 ± 0.14 | 42,185 ± 4.24 | 15,145 ± 5.66 | 0.3590 ± 0.00 | 50.8 ± 0.14 | 74.2 ± 0.14 |
23 | 46.4 ± 0.14 | 1164 ± 1.41 | 960 ± 5.66 | 82.5 ± 0.28 | 20,847 ± 4.24 | 8004 ± 5.66 | 0.3839 ± 0.00 | 49.1 ± 0.14 | 75.3 ± 0.14 |
24 | 62.9 ± 0.14 | 1282 ± 2.83 | 1187 ± 2.12 | 92.6 ± 0.14 | 29,165 ± 4.24 | 11,145 ± 2.83 | 0.3821 ± 0.00 | 49.3 ± 0.03 | 74.9 ± 0.14 |
25 | 71.3 ± 0.28 | 1622 ± 8.49 | 1260 ± 4.24 | 77.7 ± 0.14 | 32,300 ± 7.07 | 12,250 ± 4.24 | 0.3790 ± 0.00 | 51.6 ± 0.00 | 73.7 ± 0.28 |
Factors | Parameters | ||||||||
---|---|---|---|---|---|---|---|---|---|
FN (s) | WA (%) | Tol (s) | D250 (mbar) | D450 (mbar) | P (mm) | L (mm) | W (10−4 J) | P/L (adim.) | |
Constant | 254.23 | 52.26 | 167.60 | 201.95 | 735.60 | 135.64 | 25.20 | 154.00 | 5.75 |
A | −37.12 *** | −0.96 *** | −8.36 * | −38.57 | −35.76 | 7.32 ** | −12.20 *** | −48.96 *** | 2.85 *** |
B | −44.36 *** | −1.10 *** | −49.40 *** | −66.19 * | −133.52 *** | 17.60 *** | −15.76 *** | −47.48 *** | 3.65 *** |
A × B | 8.00 ** | 0.06 | −6.92 | 27.76 * | 46.56 | 3.52 | 4.04 ** | 5.80 | 2.25 *** |
A2 | 4.80 | 22.06 | −4.40 | 3.26 * | |||||
B2 | 7.37 * | −5.89 | −8.80 * | 6.74 *** | |||||
A2B | −53.49 * | ||||||||
AB2 | −38.06 | ||||||||
A3 | 25.60 | ||||||||
B3 | 25.33 | ||||||||
Model evaluation | |||||||||
R2 | 0.98 | 0.95 | 0.88 | 0.89 | 0.73 | 0.81 | 0.96 | 0.91 | 0.94 |
Adj.-R2 | 0.97 | 0.94 | 0.86 | 0.83 | 0.70 | 0.76 | 0.95 | 0.90 | 0.93 |
p-value | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 |
Factors | Parameters | ||||||||
---|---|---|---|---|---|---|---|---|---|
H’m (mL) | VT (mL) | VR (mL) | CR (%) | G′ (Pa) | G″ (Pa) | tan δ (adim.) | Ti (°C) | Tmax (°C) | |
Constant | 62.13 | 1422.17 | 1122.04 | 80.75 | 34,481.30 | 12,858.60 | 0.3755 | 50.18 | 74.41 |
A | −7.26 *** | −180.85 *** | −84.60 ** | 0.92 | −4956.17 | −1963.83 | −0.0095 | −0.63 *** | −1.33 ** |
B | −10.60 *** | −322.04 *** | −154.36 *** | −5.46 | −18,140.36 ** | −6855.16 ** | 0.0097 | −0.98 *** | 0.13 |
A × B | −3.53 | −37.56 | −35.52 | −0.50 | −1156.72 | −599.84 | −0.0153 | 0.39 * | −0.51 * |
A2 | 2.32 | 13.03 | 0.17 | −4665.89 | −1548.06 | −0.48 * | −0.38 | ||
B2 | −5.22 * | −61.60 | −0.32 | −3866.63 | −1674.34 | 0.05 | −0.10 | ||
A2B | 201.20 ** | −6.70 * | 4647.66 | 1467.31 | −0.54 | ||||
AB2 | 63.94 | −4.14 | 8509.14 * | 3016.00 * | −0.06 | ||||
A3 | 4.41 | −1261.60 | −436.67 | 1.84 *** | |||||
B3 | 12.43 ** | 8016.53 | 3493.20 | 0.16 | |||||
Model evaluation | |||||||||
R2 | 0.84 | 0.87 | 0.64 | 0.60 | 0.75 | 0.79 | 0.23 | 0.87 | 0.69 |
Adj.-R2 | 0.79 | 0.82 | 0.59 | 0.47 | 0.60 | 0.67 | 0.12 | 0.83 | 0.55 |
p-value | <0.0001 | <0.0001 | <0.0001 | 0.0493 | 0.0028 | 0.0008 | ns | <0.0001 | 0.0107 |
Variable | Optimal Sample | Control |
---|---|---|
A: CGF (%) | 8.57 | 0.00 |
B: LGF (%) | 5.31 | 0.00 |
FN (s) | 283 b | 350 a |
WA (%) | 52.9 b | 54.3 a |
Tol (s) | 191.49 b | 214.00 a |
D250 (mbar) | 238.55 b | 394.00 a |
D450 (mbar) | 806.45 b | 943.00 a |
P (mm) | 124.55 a | 104.00 b |
L (mm) | 36.15 b | 72.00 a |
W (10−4 J) | 183.65 b | 301.00 a |
P/L (adim.) | 3.78 a | 1.43 b |
H’m (mL) | 66.80 a | 65.90 b |
VT (mL) | 1579.31 a | 1532.00 b |
VR (mL) | 1204.14 b | 1228.00 a |
CR (%) | 81.97 a | 80.10 b |
G′ (Pa) | 41,538.70 a | 29,290.00 b |
G″ (Pa) | 15,446.25 a | 10,780.00 b |
Ti (°C) | 50.75 b | 51.90 a |
Tmax (°C) | 74.46 a | 73.40 b |
Variables | FN | WA | Tol | D250 | D450 | P | L | W | P/L | G′ | G″ | tan δ | Ti | Tmax | H’m | VT | VR | CR |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
FN | 1.00 | 0.97 | 0.77 | 0.83 | 0.74 | −0.84 | 0.96 | 0.93 | −0.85 | 0.61 | 0.63 | −0.09 | 0.85 | −0.14 | 0.85 | 0.87 | 0.77 | −0.39 |
WA | 1.00 | 0.77 | 0.83 | 0.72 | −0.78 | 0.93 | 0.93 | −0.88 | 0.59 | 0.60 | −0.05 | 0.85 | −0.06 | 0.87 | 0.86 | 0.79 | −0.35 | |
Tol | 1.00 | 0.78 | 0.86 | −0.72 | 0.73 | 0.69 | −0.78 | 0.73 | 0.73 | −0.24 | 0.78 | 0.04 | 0.76 | 0.76 | 0.73 | −0.25 | ||
D250 | 1.00 | 0.87 | −0.72 | 0.84 | 0.80 | −0.70 | 0.44 | 0.45 | −0.16 | 0.79 | −0.17 | 0.70 | 0.66 | 0.72 | −0.07 | |||
D450 | 1.00 | −0.66 | 0.75 | 0.66 | −0.64 | 0.53 | 0.53 | −0.24 | 0.77 | −0.12 | 0.65 | 0.66 | 0.67 | −0.18 | ||||
P | 1.00 | −0.84 | −0.74 | 0.83 | −0.53 | −0.55 | 0.02 | −0.67 | −0.09 | −0.79 | −0.78 | −0.74 | 0.25 | |||||
L | 1.00 | 0.95 | −0.83 | 0.51 | 0.53 | −0.04 | 0.83 | −0.14 | 0.77 | 0.79 | 0.72 | −0.33 | ||||||
W | 1.00 | −0.86 | 0.48 | 0.51 | 0.06 | 0.82 | −0.12 | 0.75 | 0.75 | 0.68 | −0.32 | |||||||
P/L | 1.00 | −0.58 | −0.62 | −0.08 | −0.72 | −0.17 | −0.86 | −0.82 | −0.77 | 0.29 | ||||||||
G′ | 1.00 | 0.99 | −0.44 | 0.66 | −0.02 | 0.64 | 0.68 | 0.63 | −0.25 | |||||||||
G″ | 1.00 | −0.29 | 0.67 | −0.01 | 0.70 | 0.71 | 0.67 | −0.25 | ||||||||||
tan δ | 1.00 | −0.19 | 0.15 | 0.12 | 0.00 | 0.03 | 0.03 | |||||||||||
Ti | 1.00 | −0.20 | 0.68 | 0.72 | 0.64 | −0.32 | ||||||||||||
Tmax | 1.00 | 0.01 | −0.03 | −0.01 | 0.05 | |||||||||||||
H’m | 1.00 | 0.95 | 0.92 | −0.32 | ||||||||||||||
VT | 1.00 | 0.88 | −0.49 | |||||||||||||||
VR | 1.00 | −0.02 | ||||||||||||||||
CR | 1.00 |
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Atudorei, D.; Ungureanu-Iuga, M.; Codină, G.G.; Mironeasa, S. Germinated Chickpea and Lupin as Promising Ingredients for Breadmaking—Rheological Features. Agronomy 2021, 11, 2588. https://doi.org/10.3390/agronomy11122588
Atudorei D, Ungureanu-Iuga M, Codină GG, Mironeasa S. Germinated Chickpea and Lupin as Promising Ingredients for Breadmaking—Rheological Features. Agronomy. 2021; 11(12):2588. https://doi.org/10.3390/agronomy11122588
Chicago/Turabian StyleAtudorei, Denisa, Mădălina Ungureanu-Iuga, Georgiana Gabriela Codină, and Silvia Mironeasa. 2021. "Germinated Chickpea and Lupin as Promising Ingredients for Breadmaking—Rheological Features" Agronomy 11, no. 12: 2588. https://doi.org/10.3390/agronomy11122588
APA StyleAtudorei, D., Ungureanu-Iuga, M., Codină, G. G., & Mironeasa, S. (2021). Germinated Chickpea and Lupin as Promising Ingredients for Breadmaking—Rheological Features. Agronomy, 11(12), 2588. https://doi.org/10.3390/agronomy11122588