| Literature DB >> 27537864 |
David Neder-Suárez1, Carlos A Amaya-Guerra2, Armando Quintero-Ramos3, Esther Pérez-Carrillo4, María G de J Alanís-Guzmán5, Juan G Báez-González6, Carlos L García-Díaz7, María A Núñez-González8, Daniel Lardizábal-Gutiérrez9, Jorge A Jiménez-Castro10.
Abstract
Effects of extrusion cooking and low-temperature storage on the physicochemical changes and resistant starch (RS) content in cornstarch were evaluated. The cornstarch was conditioned at 20%-40% moisture contents and extruded in the range 90-130 °C and at screw speeds in the range 200-360 rpm. The extrudates were stored at 4 °C for 120 h and then at room temperature. The water absorption, solubility index, RS content, viscoelastic, thermal, and microstructural properties of the extrudates were evaluated before and after storage. The extrusion temperature and moisture content significantly affected the physicochemical properties of the extrudates before and after storage. The RS content increased with increasing moisture content and extrusion temperature, and the viscoelastic and thermal properties showed related behaviors. Microscopic analysis showed that extrusion cooking damaged the native starch structure, producing gelatinization and retrogradation and forming RS. The starch containing 35% moisture and extruded at 120 °C and 320 rpm produced the most RS (1.13 g/100 g) after to storage at low temperature. Although the RS formation was low, the results suggest that extrusion cooking could be advantageous for RS production and application in the food industry since it is a pollution less, continuous process requiring only a short residence time.Entities:
Keywords: cornstarch; extrusion cooking; resistant starch; thermal properties; viscoelastic properties
Mesh:
Substances:
Year: 2016 PMID: 27537864 PMCID: PMC6272908 DOI: 10.3390/molecules21081064
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Physicochemical characteristics of native cornstarch.
| Parameter | Content |
|---|---|
| Moisture content (%) | 10.9 ± 0.29 |
| Proteins (%) | 0.10 ± 0.06 |
| Fat (%) | 0.05 ± 0.03 |
| Ash (%) | 0.03 ± 0.01 |
| Resistant starch (g/100 g) | 0.67 ± 0.022 |
| Apparent viscosity (Pa∙s) | 0.89 ± 0.015 |
| Storage modulus (Pa) | 0.50 ± 0.02 |
| Loss modulus (Pa) | 0.47 ± 0.08 |
| The ratio of loss modulus/storage modulus | 0.87 ± 0.15 |
| Enthalpy (J/g) | 9.91 ± 0.80 |
| Gelatinization temperature (°C) | 72.40 ± 0.07 |
| Water absorption index | 1.80 ± 0.01 |
| Water solubility index | 0.13 ± 0.05 |
Values are the average of triplicate measurements ± standard deviation.
Physicochemical and thermal properties of extruded cornstarch at different process conditions.
| T | A | B | C | Physicochemical Properties | Thermal Properties | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| EBS | EAS | EAS | |||||||||
| WAI | WSI | RS | WAI | WSI | RS | ∆H | Tg | ||||
| 1 | 100 | 25 | 240 | 5.54 ± 0.69 | 13.78 ± 1.68 | 0.604 ± 0.017 | 5.75 ± 0.31 | 10.96 ± 1.46 | 0.632 ± 0.064 | 0.59 ± 0.008 | 101.65 ± 0.89 |
| 2 | 120 | 25 | 240 | 4.90 ± 0.26 | 16.47 ± 2.10 | 0.540 ± 0.014 | 5.86 ± 0.08 | 14.23 ± 0.58 | 0.930 ± 0.040 | 0.06 ± 0.009 | 92.89 ± 1.31 |
| 3 | 100 | 35 | 240 | 4.41 ± 0.04 | 5.48 ± 0.23 | 0.638 ± 0.051 | 3.08 ± 0.33 | 4.78 ± 0.19 | 0.823 ± 0.013 | 0.43 ± 0.100 | 100.71 ± 1.55 |
| 4 | 120 | 35 | 240 | 4.90 ± 0.13 | 4.26 ± 0.67 | 0.559 ± 0.020 | 2.99 ± 0.12 | 4.11 ± 0.14 | 1.134 ± 0.028 | 0.46 ± 0.050 | 101.27 ± 0.23 |
| 5 | 100 | 25 | 320 | 4.74 ± 0.60 | 28.04 ± 4.52 | 0.681 ± 0.015 | 5.10 ± 0.16 | 13.71 ± 1.12 | 0.694 ± 0.010 | 0.69 ± 0.040 | 101.25 ± 0.28 |
| 6 | 120 | 25 | 320 | 4.42 ± 0.04 | 28.17 ± 1.88 | 0.572 ± 0.041 | 4.69 ± 0.16 | 20.11 ± 3.13 | 0.936 ± 0.024 | 0.01 ± 0.009 | 95.12 ± 0.74 |
| 7 | 100 | 35 | 320 | 4.77 ± 0.07 | 4.77 ± 0.20 | 0.625 ± 0.013 | 2.90 ± 0.20 | 2.90 ± 0.04 | 0.975 ± 0.017 | 0.79 ± 0.030 | 101.01 ± 0.95 |
| 8 | 120 | 35 | 320 | 5.40 ± 0.10 | 7.40 ± 0.65 | 0.576 ± 0.045 | 2.79 ± 0.33 | 5.14 ± 0.39 | 0.845 ± 0.036 | 0.08 ± 0.040 | 94.61 ± 0.36 |
| 9 | 90 | 30 | 280 | 6.02 ± 0.09 | 9.14 ± 0.40 | 0.488 ± 0.032 | 4.07 ± 0.01 | 6.20 ± 1.10 | 0.465 ± 0.024 | 0.92 ± 0.200 | 100.81 ± 0.79 |
| 10 | 130 | 30 | 280 | 4.56 ± 0.01 | 10.51 ± 0.21 | 0.502 ± 0.056 | 5.50 ± 0.02 | 10.47 ± 0.64 | 0.651 ± 0.019 | 0.38 ± 0.010 | 100.84 ± 0.91 |
| 11 | 110 | 20 | 280 | 4.37 ± 0.20 | 28.65 ± 1.58 | 0.791 ± 0.017 | 3.71 ± 0.20 | 17.54 ± 1.75 | 0.830 ± 0.015 | 0.01 ± 0.008 | 101.66 ± 0.33 |
| 12 | 110 | 40 | 280 | 4.12 ± 0.03 | 3.39 ± 0.70 | 0.679 ± 0.026 | 2.78 ± 0.21 | 4.67 ± 0.14 | 1.049 ± 0.020 | 0.53 ± 0.001 | 100.67 ± 1.91 |
| 13 | 110 | 30 | 200 | 6.45 ± 0.06 | 8.14 ± 0.78 | 0.503 ± 0.021 | 4.72 ± 0.06 | 3.96 ± 0.10 | 0.563 ± 0.025 | 0.39 ± 0.060 | 100.36 ± 1.23 |
| 14 | 110 | 30 | 360 | 5.77 ± 0.50 | 10.47 ± 0.21 | 0.492 ± 0.011 | 4.95 ± 0.06 | 6.19 ± 0.19 | 0.564 ± 0.033 | 0.38 ± 0.030 | 98.25 ± 1.05 |
| 15 | 110 | 30 | 280 | 6.76 ± 0.63 | 8.18 ± 0.14 | 0.323 ± 0.014 | 5.06 ± 0.23 | 4.46 ± 0.32 | 0.422 ± 0.022 | 0.21 ± 0.010 | 101.63 ± 0.14 |
| 16 | 110 | 30 | 280 | 6.21 ± 0.06 | 5.75 ± 1.76 | 0.405 ± 0.029 | 5.89 ± 0.27 | 4.85 ± 0.41 | 0.407 ± 0.035 | 0.26 ± 0.003 | 100.29 ± 0.60 |
| 17 | 110 | 30 | 280 | 6.52 ± 0.58 | 6.06 ± 0.90 | 0.388 ± 0.020 | 6.17 ± 0.28 | 6.14 ± 0.17 | 0.452 ± 0.025 | 0.24 ± 0.020 | 98.22 ± 0.28 |
| 18 | 110 | 30 | 280 | 6.29 ± 0.15 | 6.02 ± 1.12 | 0.419 ± 0.033 | 6.53 ± 0.16 | 8.73 ± 0.42 | 0.416 ± 0.010 | 0.39 ± 0.060 | 99.15 ± 0.49 |
| 19 | 110 | 30 | 280 | 6.12 ± 0.20 | 7.14 ± 0.13 | 0.394 ± 0.021 | 5.58 ± 0.31 | 5.24 ± 0.70 | 0.325 ± 0.025 | 0.35 ± 0.050 | 99.82 ± 0.53 |
| 20 | 110 | 30 | 280 | 6.93 ± 0.39 | 7.42 ± 0.26 | 0.323 ± 0.012 | 6.81 ± 0.05 | 8.11 ± 1.16 | 0.352 ± 0.019 | 0.32 ± 0.002 | 98.87 ± 0.27 |
Values are the average of triplicate measurements ± standard deviation. T = Treatment; A = Extrusion temperature (°C); B = Moisture content (%); C = Screw speed (rpm); EBS = Extruded flours before the storage; EAS = Extruded flours after the storage at 4 °C for 120 h; WAI = Water absorption index; WSI = Water solubility index; RS = Resistant starch (g/100 g); ∆H = Enthalpy of gelatinization (J/g); Tg = Gelatinization temperature (°C).
Rheological properties of extruded cornstarch at different process conditions.
| T | A | B | C | EBS | EAS | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| G′ | G″ | tan δ | η | G′ | G″ | tan δ | η | ||||
| 1 | 100 | 25 | 240 | 107.67 ± 1.07 | 24.93 ± 0.23 | 0.23 ± 0.001 | 16.24 ± 0.42 | 0.81 ± 0.19 | 0.66 ± 0.09 | 0.73 ± 0.064 | 0.11 ± 0.01 |
| 2 | 120 | 25 | 240 | 59.09 ± 1.48 | 18.97 ± 1.42 | 0.32 ± 0.030 | 27.05 ± 1.23 | 49.16 ± 9.27 | 17.85 ± 3.17 | 0.49 ± 0.019 | 11.51 ± 0.22 |
| 3 | 100 | 35 | 240 | 0.53 ± 0.34 | 0.37 ± 0.08 | 0.72 ± 0.179 | 0.08 ± 0.03 | 0.64 ± 0.23 | 0.53 ± 0.18 | 0.69 ± 0.152 | 0.073 ± 0.01 |
| 4 | 120 | 35 | 240 | 1.57 ± 0.58 | 1.69 ± 0.31 | 0.90 ± 0.610 | 0.80 ± 0.03 | 0.85 ± 0.26 | 0.43 ± 0.21 | 0.50 ± 0.104 | 0.17 ± 0.15 |
| 5 | 100 | 25 | 320 | 55.00 ± 21.0 | 17.34 ± 4.46 | 0.32 ± 0.042 | 6.36 ± 0.31 | 1.37 ± 0.21 | 1.29 ± 0.38 | 0.93 ± 0.148 | 0.20 ± 0.40 |
| 6 | 120 | 25 | 320 | 27.76 ± 3.01 | 13.76 ± 2.46 | 0.46 ± 0.020 | 10.64 ± 0.11 | 30.06 ± 3.93 | 14.97 ± 0.43 | 0.77 ± 0.087 | 6.26 ± 0.38 |
| 7 | 100 | 35 | 320 | 1.00 ± 0.42 | 1.21 ± 0.52 | 0.94 ± 0.138 | 1.03 ± 0.14 | 0.57 ± 0.08 | 0.35 ± 0.21 | 0.65 ± 0.157 | 0.09 ± 0.01 |
| 8 | 120 | 35 | 320 | 26.07 ± 6.50 | 11.20 ± 1.85 | 0.43 ± 0.066 | 2.46 ± 0.09 | 0.43 ± 0.11 | 0.22 ± 0.58 | 0.32 ± 0.013 | 0.22 ± 0.09 |
| 9 | 90 | 30 | 280 | 19.35 ± 2.70 | 8.89 ± 1.92 | 0.50 ± 0.006 | 1.75 ± 0.15 | 1.06 ± 0.02 | 1.57 ± 0.06 | 1.48 ± 0.079 | 0.30 ± 0.02 |
| 10 | 130 | 30 | 280 | 100.41 ± 3.80 | 26.96 ± 1.17 | 0.26 ± 0.010 | 19.79 ± 2.36 | 42.81 ± 1.66 | 13.95 ± 0.33 | 0.26 ± 0.001 | 9.46 ± 0.02 |
| 11 | 110 | 20 | 280 | 21.80 ± 1.76 | 11.01 ± 0.93 | 0.50 ± 0.014 | 1.71 ± 0.18 | 8.23 ± 0.84 | 6.36 ± 0.19 | 0.77 ± 0.066 | 1.77 ± 0.06 |
| 12 | 110 | 40 | 280 | 1.16 ± 0.36 | 0.89 ± 0.30 | 0.82 ± 0.013 | 0.44 ± 0.02 | 0.46 ± 0.15 | 0.52 ± 0.05 | 0.36 ± 0.005 | 0.31 ± 0.06 |
| 13 | 110 | 30 | 200 | 99.46 ± 5.60 | 29.10 ± 2.05 | 0.29 ± 0.009 | 9.57 ± 0.73 | 0.43 ± 0.06 | 0.64 ± 0.09 | 1.49 ± 0.082 | 0.31 ± 0.02 |
| 14 | 110 | 30 | 360 | 109.58 ± 8.62 | 26.96 ± 2.53 | 0.25 ± 0.013 | 15.75 ± 0.21 | 30.75 ± 2.15 | 13.09 ± 1.12 | 1.17 ± 0.251 | 1.96 ± 0.16 |
| 15 | 110 | 30 | 280 | 291.10 ± 7.63 | 56.41 ± 1.70 | 0.21 ± 0.004 | 32.84 ± 1.85 | 45.09 ± 3.28 | 55.85 ± 3.10 | 0.20 ± 0.001 | 22.11 ± 0.40 |
| 16 | 110 | 30 | 280 | 211.43 ± 24.1 | 40.72 ± 2.67 | 0.21 ± 0.005 | 29.52 ± 2.77 | 44.40 ± 4.15 | 37.40 ± 1.73 | 0.20 ± 0.010 | 20.43 ± 0.42 |
| 17 | 110 | 30 | 280 | 234.00 ± 23.5 | 48.83 ± 0.74 | 0.19 ± 0.009 | 25.11 ± 0.12 | 60.56 ± 5.32 | 35.63 ± 2.31 | 0.17 ± 0.003 | 23.43 ± 0.05 |
| 18 | 110 | 30 | 280 | 289.00 ± 2.82 | 39.34 ± 2.02 | 0.18 ± 0.011 | 33.87 ± 0.67 | 60.46 ± 3.23 | 52.50 ± 0.21 | 0.17 ± 0.003 | 21.06 ± 0.70 |
| 19 | 110 | 30 | 280 | 316.40 ± 22.5 | 53.31 ± 0.40 | 0.19 ± 0.009 | 37.47 ± 2.04 | 57.23 ± 2.70 | 31.77 ± 0.25 | 0.18 ± 0.007 | 23.32 ± 0.33 |
| 20 | 110 | 30 | 280 | 263.28 ± 27.9 | 51.30 ± 5.18 | 0.22 ± 0.003 | 28.35 ± 1.18 | 60.92 ± 2.26 | 36.11 ± 0.84 | 0.18 ± 0.006 | 22.10 ± 0.67 |
Values are the average of triplicate measurements ± standard deviation. T = Treatment; A = Extrusion temperature (°C); B = Moisture content (%); C = Screw speed (rpm); EBS = Extruded flours before the storage; EAS = Extruded flours after the storage at 4 °C for 120 h; G′ = Storage modulus (Pa); G″ = Loss modulus (Pa); tan δ = The ratio of loss modulus/storage modulus; η = Apparent viscosity (Pa∙s).
Analysis of variance of physicochemical properties of cornstarch extruded at different condition process.
| Source | DF | Mean Squares | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Physicochemical Properties | Rheological Properties | Thermal Properties | |||||||||||||||
| EBS | EAS | EBS | EAS | EAS | |||||||||||||
| WAI | WSI | RS | WAI | WSI | RS | G′ | G″ | tan δ | η | G′ | G″ | tan δ | η | ∆H | Tg | ||
| Model | 9 | 1.41 * | 127.30 * | 0.030 * | 2.74 * | 44.84 * | 0.097 * | 22,390.78 * | 603.56 * | 0.10 * | 308.26 * | 1151.80 * | 620.72 * | 0.35 * | 188.81 * | 0.12 * | 6.43 |
| A | 1 | 0.48 | 3.04 | 0.004 | 0.35 | 24.46 | 0.075 | 789.77 | 82.14 | 0.021 | 177.78 | 1612.21 | 191.83 | 0.70 * | 81.07 | 0.55 * | 26.72 |
| B | 1 | 0.024 | 827.28 * | 0.003 | 8.27 | 287.51 * | 0.068 | 4278.16 | 407.39 | 0.33 * | 213.5 | 557.36 | 126.07 | 0.16 * | 26.15 | 0.13 * | 1.38 |
| C | 1 | 0.2 | 68.27 * | 5 × 10−4 | 0.19 | 9.36 | 0.004 | 94.09 | 2.85 | 0.0007 | 8.86 | 108.24 | 30.96 | 0.009 | 0.2 | 1 × 10−5 | 4.78 |
| AB | 1 | 0.54 | 0.25 | 2 × 10−4 | 0.001 | 8.2 | 0.017 | 1298.74 | 54.3 | 0.38 | 20.94 | 740.65 | 120.85 | 0.001 | 37.14 | 0.038 | 10.27 |
| AC | 1 | 0.028 | 0.21 | 4 × 10−5 | 0.036 | 4.57 | 0.03 | 257.15 | 15.25 | 0.51 | 4.23 | 50.03 | 1.58 | 0.0003 | 3.54 | 0.1 * | 2.34 |
| BC | 1 | 0.57 | 69.27 * | 0.001 | 0.26 | 11.21 | 0.004 | 1484.3 | 66.89 | 0.029 | 104.45 | 40.73 | 0.43 | 0.60 | 3.41 | 5 × 10−4 | 8.39 |
| A2 | 1 | 3.15 | 27.45 | 0.034 * | 3.21 * | 11.73 | 0.1 | 87,001.11 * | 2015.96 * | 0.093 | 797.83 * | 2254.50 * | 2215.74 * | 0.67 * | 567.04 * | 0.19 * | 0.48 |
| B2 | 1 | 9.52 * | 169.13 * | 0.24 * | 13.86 * | 47.63 * | 0.64 | 126,500 * | 3526.73 * | 0.042 * | 1361.98 * | 4834.64 * | 2754.69 * | 0.19 * | 819.45 * | 0.001 | 1.26 |
| C2 | 1 | 0.56 * | 21.01 | 0.036 * | 2.99 | 0.43 | 0.11 * | 57,122.64 * | 1005.44 * | 0.025 | 679.09 * | 3073.96 * | 2323 * | 1.93 * | 812.36 * | 0.012 | 1.47 |
| Residual | 10 | 0.3 | 9.86 | 0.004 | 0.84 | 4.77 | 0.032 | 38,113.3 | 123.83 | 0.26 | 52.94 | 182.98 | 105.05 | 0.025 | 13.56 | 0.014 | 6.28 |
| Lack of fit | 5 | 0.49 | 18.78 * | 0.007 | 1.28 | 6.38 | 0.062 * | 30,418.4 | 200.15 | 0.052 * | 86.47 | 302.91 | 109.78 | 0.050 * | 25.69 | 0.022 * | 11.1 * |
| Pure error | 5 | 0.1 | 0.93 | 0.002 | 0.41 | 3.15 | 0.003 | 7694.92 | 47.6 | 0.0019 | 19.41 | 63.05 | 100.33 | 0.0002 | 1.42 | 0.005 | 1.45 |
| R2 | 0.81 | 0.92 | 0.85 | 0.75 | 0.84 | 0.73 | 0.84 | 0.81 | 0.78 | 0.84 | 0.85 | 0.84 | 0.92 | 0.92 | 0.91 | 0.47 | |
* Significance (p ˂ 0.05). A = Extrusion temperature; B = Moisture content; C = Screw speed; EBS = Extruded flours before the storage; EAS = Extruded flours after the storage at 4 °C for 120 h; WAI = Water absorption index; WSI = Water solubility index; RS = Resistant starch; G′ = Storage modulus; G″ = Loss modulus, tan δ = The ratio of loss modulus/storage modulus; η = Apparent viscosity; ∆H = Enthalpy of gelatinization; Tg = Gelatinization temperature.
Regression coefficients from second-order model of relationships between response and independent variables for extruded cornstarch.
| Coefficient | Physicochemical Properties | Rheological Properties | Thermal Properties | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| EBS | EAS | EBS | EAS | EAS | ||||||||||||
| WAI | WSI | RS | WAI | WSI | RS | G′ | G″ | tan δ | η | G′ | G″ | tan δ | η | ∆H | Tg | |
| b0 | 6.35 * | 7.32 * | 0.39 * | 6.35 * | 6.58 * | 0.44 * | 253.71 * | 45.80 * | 0.23 * | 30.14 * | 52.35 * | 39.66 * | 0.17 * | 21.18 * | 0.29 * | 99.35 |
| b1 | −0.17 | 0.44 | −0.01 | −0.17 | 1.24 | 0.06 | 7.03 | 2.27 | −0.036 | 3.33 | 10.04 | 3.46 | −0.21 * | 2.25 | −0.19 * | −1.29 |
| b2 | −0.04 | −7.19 * | −0.01 | −0.03 * | −4.74 * | 5 x 10−4 | −16.35 | −5.05 | 0.14 * | −3.65 * | −5.9 | −2.81 | −0.10 * | −1.28 | 0.09 * | 0.29 |
| b3 | −0.11 | 2.07 * | 0.01 | −0.11 | 0.76 | −0.04 | −2.43 | −0.36 | −0.006 | −0.74 | 2.6 | 1.39 | −0.024 | −0.11 | 0 | −0.55 |
| b12 | 0.26 | −0.18 | 5 × 10−4 | 0.26 | −1.01 | −0.06 | 12.74 | 2.61 | −0.069 | −1.62 | −9.62 | −3.89 | −0.015 | −2.15 | 0.07 | 1.13 |
| b13 | 0.06 | 0.16 | −5 × 10−4 | 0.06 | 0.76 | −0.02 | 5.67 | 1.38 | −0.080 | −0.73 | −2.5 | −0.44 | −0.006 | −0.66 | −0.11 * | −0.54 |
| b23 | 0.27 | −2.94 * | −2 × 10−4 | 0.27 | −1.18 | −0.02 | 13.62 | 2.89 | −0.060 | 3.61 | 2.26 | 0.23 | −0.087 | 0.65 | −0.01 | −1.02 |
| b11 | −0.35 | 1.04 | 0.04 * | −0.35 | 0.68 | 0.06 | −58.82 * | −8.96 * | 0.061 | −5.63 * | −9.47 * | −9.39 * | 0.16 * | −4.75 * | 0.09 * | 0.14 |
| b22 | −0.62 * | 2.59 * | 0.09 * | −0.62 * | 1.38 | 0.16 | −70.92 * | −11.84 * | 0.13 * | −8.06 * | −13.87 * | −10.47 * | 0.086 * | −5.71 * | −0.01 | 0.22 |
| b33 | −0.15 * | 0.91 | 0.03 * | −0.15 | −0.13 | 0.06 | −47.66 * | −6.32 * | 0.032 | −5.20 * | −11.06 * | −9.61 * | 0.28 * | −5.68 * | 0.02 | −0.24 |
* Significance (p < 0.05). A = Extrusion temperature; B = Moisture content; C = Screw speed; EBS = Extruded flours before the storage; EAS = Extruded flours after the storage at 4 °C for 120 h; WAI = Water absorption index; WSI = Water solubility index; RS = Resistant starch; G′ = Storage modulus; G″ = Loss modulus, tan δ = The ratio of loss modulus/storage modulus; η = Apparent viscosity; ∆H = Enthalpy of gelatinization; Tg = Gelatinization temperature.
Figure 1Effect of extrusion temperature and moisture content on water absorption index (WAI) and water solubility index (WSI) at a screw speed of 280 rpm on extruded flours before the storage (EBS) and extruded flours after the storage at 4 °C for 120 h (EAS). (a)—WAI of EBS; (b)—WAI of EAS; (c)—WSI of EBS and d—WSI of EAS.
Figure 2Effect of extrusion temperature and moisture content on: loss modulus (G’), stored modulus (G”) and the ratio of loss modulus/storage (tan δ) at a screw speed of 280 rpm on extruded flours before the storage (EBS) and extruded flours after the storage at 4 °C for 120 h (EAS). (a)—G’ of EBS; (b)—G’ of EAS; (c)—G” of EBS; (d)—G” of EAS; (e)—tan δ of EBS; (f)—tan δ of EAS.
Figure 3Effect of extrusion temperature and moisture content on apparent viscosity (η), resistant starch (RS) and enthalpy (∆H) at screw speed of 280 rpm on extruded flours before the storage (EBS) and extruded flours after the storage at 4 °C for 120 h (EAS). (a)—η of EBS, (b)—η of EAS, (c)—RS of EBS, (d)—RS of EAS, (e)—∆H of EAS.
Figure 4Micrographics SEM of cornstarch (a—200×, b—750×), standard resistant starch 52% (c—200×, d—750×) and extruded starch (e/g—200×, f/h—750×).
Figure 5Optimized region obtained of contour plots of the physicochemical characteristics of the flours obtained by extrusion (WAI = water absorption index, WSI = water solubility index, RS = resistant starch).
Experimental and predicted values of the responses variables.
| Experimental | Estimated | % Error | |
|---|---|---|---|
| WAI | 4.34 ± 0.15 | 4.84 | 10.33 |
| WSI | 21.06 ± 0.52 | 20.34 | 3.41 |
| RS | 0.88 ± 0.08 | 0.96 | 9.09 |
Values presented are the average of triplicate of the experiment ± standard deviation.
Process variables and levels used in the experimental design.
| Process Variables | Levels | ||||
|---|---|---|---|---|---|
| −2 | −1 | 0 | +1 | +2 | |
| Extrusion temperature (°C) | 90 | 100 | 110 | 120 | 130 |
| Moisture content (%) | 20 | 25 | 30 | 35 | 40 |
| Screw speed (rpm) | 200 | 240 | 280 | 320 | 360 |