| Literature DB >> 30847144 |
Adebukola T Omidiran1, Olajide P Sobukola1, Silifat A Sanni2, Lateef O Sanni1, Abdulrasaq A Adebowale1, Adebola O Shajobi1, Peter Kulakow3.
Abstract
Snack industry is recently focused on the production of snacks with minimal oil content and enhanced quality attributes which prompted the need to study the changes in snack matrices produced from cassava starch processed from three varieties of cassava roots (TMS-950289, TME-419, and TMS-30572) and soy protein isolate blends fried in soybean oil. Effect of frying temperature (170-180°C), frying time (2-4 min), soy protein isolate inclusion level (5%-15%) on proximate composition, color changes, expansion, texture, and sensory attributes of the snacks was investigated. Optimization of process variables was carried out based on a factorial design (2 level by 3 factor) in the Design Expert version 6.0.8, and models were generated showing the relationship between the independent variables and the responses. The desired goal for each constraint (processing conditions) was kept within 170-180°C for 2-4 min, while all responses, except chewiness, expansion, yellowness, and protein, were set at minimum. Evaluation of sensory attributes of the optimized sample was carried out to determine its level of desirability. The optimized frying conditions for matrices produced from starches of TMS-950289 are 170°C/4 min/5% SPI with desirability value of 0.507; from TME-419 are 180°C/2 min/5% SPI with desirability value of 0.475 while for those from TMS-30572 are 170°C/4 min/15% SPI with desirability value of 0.459. At higher SPI level, the protein content was high at 170°C. At 4 min frying time for all the varieties, the moisture content reduces. The most desired optimized fried snack produced from starch of TMS-30572 (containing 15% SPI) had higher crispness and lower oil content than other optimized fried snacks.Entities:
Keywords: cassava starch; fried matrices; quality attributes; soy protein isolate
Year: 2018 PMID: 30847144 PMCID: PMC6392818 DOI: 10.1002/fsn3.904
Source DB: PubMed Journal: Food Sci Nutr ISSN: 2048-7177 Impact factor: 2.863
Coded values of the independent variables
| Variables | Codes | |
|---|---|---|
| −1 | 1 | |
| Frying temperature (°C) | 170 | 180 |
| Frying time (min) | 2 | 4 |
| Level of SPI (%) | 5 | 15 |
Experimental runs showing different combinations of the independent variables
| Runs | Frying temperature (°C) | Frying time (min) | Level of SPI (%) |
|---|---|---|---|
| 1 | 170 | 4 | 5 |
| 2 | 180 | 2 | 5 |
| 3 | 170 | 2 | 15 |
| 4 | 170 | 4 | 15 |
| 5 | 170 | 2 | 5 |
| 6 | 180 | 2 | 15 |
| 7 | 180 | 4 | 15 |
| 8 | 180 | 4 | 5 |
Responses of snacks from starch of TMS‐950289 and SPI fried in soybean oil
| RUN | A | B | C | D | E | F | G | H | I | J | K | L |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 170 | 4 | 5 | 19.76 | 145.57 | 16.26 | 69.45 | −0.27 | 14.67 | 6.47 | 9.89 | 8.93 |
| 2 | 180 | 2 | 5 | 16.20 | 57.18 | 9.62 | 70.85 | −0.31 | 13.3 | 3.54 | 9.94 | 15.65 |
| 3 | 170 | 2 | 15 | 1.16 | 45.78 | 6.50 | 65.15 | 0.77 | 19.09 | 6.34 | 10.02 | 15.48 |
| 4 | 170 | 4 | 15 | 7.25 | 106.06 | 10.26 | 61.71 | 1.29 | 19.67 | 6.45 | 9.33 | 8.76 |
| 5 | 170 | 2 | 5 | 1.23 | 36.91 | 6.30 | 68.78 | −0.79 | 13.62 | 3.22 | 9.10 | 18.67 |
| 6 | 180 | 2 | 15 | 82.19 | 377.80 | 5.13 | 62.96 | 1.03 | 19.15 | 5.33 | 9.20 | 6.89 |
| 7 | 180 | 4 | 15 | 15.83 | 168.67 | 8.15 | 66.83 | 1.72 | 20.79 | 5.27 | 9.32 | 7.42 |
| 8 | 180 | 4 | 5 | 8.49 | 38.09 | 18.44 | 69.25 | −0.21 | 15.98 | 6.33 | 9.89 | 8.93 |
A: temperature (°C); B: time (min); C: SPI (%); D: chewiness (N); E: hardness (N); F: expansion (MM); G: lightness; H: redness; I: yellowness (%); J: protein (%); K: oil (%); L: moisture (%).
Responses of snacks from starch of TME 419 and SPI fried in soybean oil
| RUN | A | B | C | D | E | F | G | H | I | J | K | L |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 180 | 2 | 5 | 83.751 | 153.723 | 7.85 | 64.68 | −0.10 | 14.34 | 6.13 | 9.37 | 8.20 |
| 2 | 170 | 2 | 15 | 30.752 | 78.165 | 5.74 | 60.31 | 1.27 | 19.17 | 5.05 | 9.12 | 8.35 |
| 3 | 180 | 2 | 15 | 157.192 | 481.02 | 5.82 | 59.52 | 2.09 | 21.58 | 5.25 | 7.90 | 6.45 |
| 4 | 170 | 2 | 5 | 10.662 | 80.975 | 6.43 | 59.45 | −0.18 | 12.47 | 2.84 | 9.35 | 19.67 |
| 5 | 180 | 4 | 15 | 0.082 | 31.94 | 11.86 | 58.23 | 3.38 | 23.55 | 6.04 | 8.85 | 8.90 |
| 6 | 180 | 4 | 5 | 10.541 | 132.655 | 12.30 | 61.60 | 0.18 | 14.64 | 6.78 | 9.78 | 8.85 |
| 7 | 170 | 4 | 5 | 11.828 | 145.22 | 9.23 | 67.57 | −0.44 | 14.96 | 5.31 | 10.12 | 8.44 |
| 8 | 170 | 4 | 15 | 1.371 | 19.615 | 7.16 | 62.20 | 1.97 | 21.25 | 4.24 | 9.23 | 8.76 |
A: temperature (°C); B: time (min); C: C: SPI (%); D: chewiness (N); E: hardness (N); F: expansion (MM); G: lightness; H: redness; I: yellowness (%); J: protein (%); K: oil (%); L: moisture (%).
Regression coefficient of the responses as a function of the independent variables of TMS‐950289
| Factor |
|
|
|
|
|
|
|
|
|
|---|---|---|---|---|---|---|---|---|---|
| Intercept | 19.01 | 122.01 | 10.08 | 66.87 | 0.40 | 17.03 | 5.37 | 9.59 | 11.34 |
| A | 11.66 | 38.43 | 0.25 | 0.60 | 0.15 | 0.27 | −0.25 | 1250E‐003 | −1.62 |
| B | −6.18 | −7.41 | 3.19 | −0.063 | 0.23 | 0.74 | 0.76 | 0.021 | −2.83 |
| C | 7.59 | 52.57 | −2.57 | −2.71 | 0.80 | 2.64 | 0.48 | −0.12 | −1.70 |
| AB | −12.34 | −49.64 | −0.23 | 0.63 | −0.031 | 0.34 | −0.079 | −3.750E−003 | 1.28 |
| AC | 10.74 | 60.23 | −1.12 | 0.13 | 0.019 | 0.024 | −0.30 | −0.21 | −0.86 |
| BC | −8.89 | −29.80 | −1.50 | 0.17 | 0.074 | −0.19 | −0.75 | −0.16 | 1.28 |
|
| 0.945 | 0.973 | 0.999 | 0.850 | 0.993 | 0.999 | 0.999 | 0.666 | 0.9843 |
| Std. dev. | 49.74 | 180.20 | 0.20 | 3.39 | 0.21 | 0.20 | 0.10 | 0.58 | 1.49 |
|
| 2.89 | 5.99 | 1,363.65 | 0.95 | 22.09 | 254.51 | 193.60 | 0.33 | 10.48 |
A: frying temperature; B: frying time; C: level of SPI; X 1: Chewiness; X 4: lightness; X 7: protein; X 2: hardness; X 5: redness; X 8: oil; X 3: expansion; X 6: yellowness; X 9: moisture.
Significant at 5% level.
Figure 1Cube model graphs for responses of snacks from starch of TMS‐950289 and SPI fried in soybean oil
Figure 2Cube model graphs for responses of snacks from starch of TME 419 and SPI fried in soybean oil
Figure 3Cube model graphs for responses of snacks from starch of TMS‐30572 and SPI fried in Soybean oil
Regression coefficient of the responses as a function of the independent variables of TME‐419
| Factor |
|
|
|
|
|
|
|
|
|
|---|---|---|---|---|---|---|---|---|---|
| Intercept | 38.27 | 140.41 | 8.30 | 61.70 | 1.02 | 17.78 | 5.21 | 9.22 | 9.71 |
| A | 24.62 | 59.42 | 1.16 | −0.69 | 80.37 | 0.82 | 0.85 | −0.24 | −1.60 |
| B | −32.32 | 58.06 | 1.84 | 0.70 | 0.25 | 0.82 | 0.39 | 0.28 | −0.97 |
| C | 9.08 | 12.27 | −0.65 | −1.63 | 1.16 | 3.68 | −0.062 | −0.44 | −1.59 |
| AB | −25.26 | −59.48 | 0.78 | −1.80 | 0.14 | −0.32 | −0.028 | 0.060 | 1.73 |
| AC | 6.67 | 44.37 | 0.036 | −0.50 | 0.19 | 0.43 | −0.35 | −0.16 | 1.16 |
| BC | −14.31 | −68.85 | 0.026 | −0.55 | 0.25 | 0.12 | −0.39 | −0.015 | 1.69 |
|
| 0.983 | 0.922 | 0.977 | 0.881 | 1.000 | 0.996 | 0.862 | 0.941 | 0.898 |
| Std. dev. | 49.74 | 180.20 | 0.47 | 6.87 | 1.33 | 0.45 | 1.21 | 0.42 | 3.46 |
|
| 9.82 | 1.98 | 6.97 | 1.23 | 7,045.75 | 49.35 | 1.04 | 2.66 | 1.47 |
A: temperature; B: time; C: SPI; X 1: chewiness; X 4: lightness; X 7: protein; X 2: hardness; X 5: redness; X 8: oil; X 3: expansion; X 6: yellowness; X 9: moisture.
Significant at 5% level. A: frying temperature; B: frying time; C: level of SPI.
Regression coefficient of the responses as a function of the independent variables of TMS‐30572
| Factor |
|
|
|
|
|
|
|
|
|
|---|---|---|---|---|---|---|---|---|---|
| Intercept | 35.26 | 186.15 | 7.13 | 61.78 | 0.56 | 15.66 | 4.66 | 9.33 | 11.03 |
| A | −28.89 | −96.80 | 0.60 | −0.48 | 0.20 | 0.31 | 0.47 | −0.15 | −0.43 |
| B | −12.21 | 27.45 | −1.06 | −1.04 | 0.054 | 0.12 | 0.49 | 0.12 | −2.75 |
| C | 6.49 | −1.85 | −1.82 | −1.58 | 0.83 | 3.23 | 0.31 | −0.11 | 2.24 |
| AB | 17.38 | 20.56 | −0.21 | −0.26 | 0.30 | 0.88 | −0.34 | 0.11 | 0.24 |
| AC | −8.65 | −11.58 | 0.23 | −0.53 | 0.38 | 0.90 | 0.35 | 0.17 | −0.61 |
| BC | 0.73 | 46.79 | 2.21 | 0.34 | 0.081 | −0.15 | −0.60 | −0.21 | −2.02 |
|
| 0.994 | 0.755 | 0.997 | 0.990 | 0.986 | 0.993 | 0.961 | 0.761 | 0.990 |
| Std. dev. | 10.16 | 93.19 | 0.21 | 4.18 | 0.14 | 0.58 | 0.38 | 0.97 | 0.87 |
|
| 28.71 | 0.51 | 64.60 | 16.89 | 11.40 | 22.72 | 4.10 | 0.53 | 15.76 |
A: temperature; B: time; C: SPI; X 1: chewiness; X 4: lightness; X 7: protein; X 2: hardness; X 5: redness; X 8: oil; X 3: expansion; X 6: yellowness; X 9: moisture.
Significant at 5% level. A: frying temperature; B, frying time; C: level of SPI.
Responses of snacks from starch of TMS‐30572 and SPI fried in soybean oil
| RUN | A | B | C | D | E | F | G | H | I | J | K | L |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 170 | 2 | 15 | 105.299 | 174.33 | 3.28 | 61.45 | 1.1 | 18.89 | 3.72 | 9.20 | 19.75 |
| 2 | 180 | 4 | 15 | 7.251 | 106.055 | 7.23 | 58.03 | 2.52 | 21.25 | 5.13 | 9.05 | 8.13 |
| 3 | 180 | 2 | 5 | 1.232 | 36.91 | 12.95 | 64.84 | −0.60 | 10.98 | 3.51 | 8.45 | 9.89 |
| 4 | 170 | 4 | 5 | 15.825 | 168.665 | 5.68 | 61.98 | −0.29 | 12.70 | 5.43 | 9.77 | 8.06 |
| 5 | 170 | 2 | 5 | 82.188 | 377.795 | 11.48 | 64.63 | 0.13 | 13.32 | 3.03 | 9.73 | 9.14 |
| 6 | 180 | 4 | 5 | 15.825 | 168.665 | 5.68 | 61.98 | −0.29 | 12.70 | 5.43 | 9.77 | 8.06 |
| 7 | 180 | 2 | 15 | 1.162 | 45.78 | 5.03 | 60.37 | 1.41 | 18.95 | 6.45 | 9.42 | 16.33 |
| 8 | 170 | 4 | 15 | 53.267 | 411.035 | 5.68 | 60.96 | 0.53 | 16.46 | 4.60 | 9.21 | 8.88 |
A: temperature (°C); B: time (min); C: C: SPI (%); D: chewiness (N); E: hardness (N); F: expansion (MM); G: lightness; H: redness; I: yellowness (%); J: protein (%); K: oil (%); L: moisture (%).
Figure 4Radar chart showing the level of acceptability of the optimized fried snack in soybean oil based on their attributes using starches from different varieties of cassava