| Literature DB >> 26788313 |
Adebukola T Omidiran1, Olajide P Sobukola1, Ajoke Sanni2, Abdul-Rasaq A Adebowale1, Olusegun A Obadina1, Lateef O Sanni1, Keith Tomlins3, Tosch Wolfgang4.
Abstract
The effect of some processing parameters (frying temperature [140-160°C], frying time [2-4 min], level of brewers' spent cassava flour (BSCF) [20-40%], and thickness [2-4 mm]) on some quality attributes of wheat-BSCF fried snack was investigated. Response surface methodology based on Box-Behnken design was used to optimize the effect of process parameters on product quality. Sensory evaluation of the optimized sample to determine its level of acceptability was carried out as well as the comparison with fried snack from 100% wheat flour. Increasing temperature had significant (P < 0.05) negative effect on the texture. Based on the desirability (0.771) concept, a frying temperature of 140 °C, frying time of 4 min, 32% level of BSCF, and 2 mm thickness was obtained as the optimized conditions. Sensory analyses showed that the optimized sample was preferred in terms of texture and its oiliness to fried snack prepared from 100% wheat flour, but, the aroma, taste and appearance of the wheat snack were preferred.Entities:
Keywords: Brewers' spent cassava flour; color; fried snack; microstructure; optimization; sensory
Year: 2015 PMID: 26788313 PMCID: PMC4708630 DOI: 10.1002/fsn3.255
Source DB: PubMed Journal: Food Sci Nutr ISSN: 2048-7177 Impact factor: 2.863
Coded values of the independent variables
| Variables | Codes | ||
|---|---|---|---|
| −1 | 0 | +1 | |
| Frying temperature (°C) | 140 | 150 | 160 |
| Frying time (min) | 2 | 3 | 4 |
| Level of BSCF (%) | 20 | 30 | 40 |
| Thickness (mm) | 2 | 3 | 4 |
Experimental runs showing different combinations of the independent variables
| Experimental runs |
|
|
|
|
|---|---|---|---|---|
| _1 | 150 | 4 | 20 | 3 |
| 2 | 140 | 3 | 40 | 3 |
| 3 | 140 | 3 | 30 | 2 |
| 4 | 150 | 2 | 30 | 4 |
| 5 | 150 | 3 | 30 | 3 |
| 6 | 150 | 2 | 40 | 3 |
| 7 | 150 | 3 | 30 | 3 |
| 8 | 160 | 4 | 30 | 3 |
| 9 | 160 | 3 | 30 | 4 |
| 10 | 150 | 3 | 40 | 4 |
| 11 | 150 | 3 | 40 | 2 |
| 12 | 150 | 3 | 30 | 3 |
| 13 | 150 | 2 | 20 | 3 |
| 14 | 150 | 3 | 30 | 3 |
| 15 | 150 | 4 | 30 | 4 |
| 16 | 150 | 4 | 30 | 2 |
| 17 | 150 | 4 | 40 | 3 |
| 18 | 150 | 3 | 20 | 2 |
| 19 | 140 | 3 | 20 | 3 |
| 20 | 140 | 2 | 30 | 3 |
| 21 | 140 | 4 | 30 | 3 |
| 22 | 140 | 3 | 30 | 4 |
| 23 | 160 | 2 | 30 | 3 |
| 24 | 150 | 2 | 30 | 2 |
| 25 | 160 | 3 | 30 | 2 |
| 26 | 150 | 3 | 30 | 3 |
| 27 | 150 | 3 | 20 | 4 |
| 28 | 160 | 3 | 40 | 3 |
| 29 | 160 | 3 | 20 | 3 |
Where X 1 = Temperature, X 2 = Frying time, X 3 = Level of BSCF, and X 4 = Thickness.
Proximate composition of Brewers' spent cassava – wheat flour blends
| A | B | C | D | E | |
|---|---|---|---|---|---|
| Protein (%) | 16.01d ± 0.92 | 14.09c ± 0.14 | 14.0c ± 0.18 | 13.7b ± 0.50 | 13.14a ± 0.14 |
| Fat (%) | 4.61d ± 0.02 | 2.94b ± 0.05 | 2.75a ± 0.05 | 3.02bc ± 0.02 | 3.06c ± 0.04 |
| Ash (%) | 2.50a ± 0.08 | 2.88a ± 0.18 | 3.65b ± 0.26 | 3.58b ± 0.18 | 2.88a ± 0.07 |
| Moisture (%) | 7.78a ± 0.13 | 10.83b ± 0.07 | 11.87c ± 0.11 | 11.98c ± 0.18 | 13.16d ± 0.23 |
| Carbohydrate (%) | 69.11b ± 0.14 | 69.27b ± 0.04 | 67.74a ± 0.02 | 67.73a ± 0.39 | 67.77a ± 0.20 |
Mean values followed by different superscript within the same row are significantly different (P < 0.05). Values are means of duplicates; A = 100% BSCF, B = 60:40 (W:BSCF), C = 70:30 (W:BSCF), D = 80:20 (W:BSCF), and E = 100WF.
Regression coefficients of the response surface models and statistical results of the proximate composition of the fried snacks
| Coefficients | Protein | Moisture | Ash | Oil content | Carbohydrate | Total dietary fiber |
|---|---|---|---|---|---|---|
|
| 8.55 | 7.70 | 2.20 | 24.75 | 53.28 | 3.52 |
|
| −0.01 | −0.01 | −0.08 | 0.11 | −0.02 | 0.02 |
|
| 0.05 | −1.78 | 0.21 | −2.56 | 4.07 | 0.01 |
| X3 | −0.13 | −0.24 | 0.00 | 3.84 | −3.48 | 0.02 |
| X4 | 0.10 | 2.23 | 0.13 | −0.96 | −1.51 | 0.02 |
|
| 0.12 | 0.45 | −0.12 | −3.13 | 2.60 | 0.07 |
|
| 0.10 | −0.17 | 0.07 | −0.68 | 0.57 | 0.11 |
|
| −0.18 | −0.89 | 0.00 | 1.73 | −0.73 | 0.08 |
|
| −0.08 | −0.62 | 0.19 | −3.05 | 3.47 | 0.09 |
|
| −0.13 | 1.08 | 0.13 | 0.83 | −1.92 | 0.03 |
|
| 0.03 | −0.55 | −0.13 | 1.10 | −0.52 | 0.06 |
|
| 0.02 | 0.00 | 0.00 | 2.99 | −3.03 | 0.02 |
|
| 0.04 | 0.30 | −0.25 | −5.88 | 5.79 | −0.02 |
|
| −0.07 | −0.55 | 0.25 | −0.26 | 0.71 | −0.08 |
|
| 0.07 | 0.93 | 0.13 | −0.32 | −0.86 | 0.06 |
|
| 0.42 | 0.76 | 0.50 | 0.44 | 0.42 | 0.57 |
| PRESS | 6.32 | 189.67 | 7.61 | 2262.59 | 2664.63 | 0.82 |
|
| 0.72 | 0.02 | 0.50 | 0.66 | 0.72 | 0.30 |
*Significant values at 5% level; Bo is intercept, X1 – X14 are regression coefficients where X1, X2, X3 and X4 are frying temperature, frying time, level of BSCF and thickness, respectively BSCF‐ Brewers' Spent high quality Cassava Flour
Response surface analysis results of proximate composition of fried snack for the experimental runs
| Runs | Protein (%) | Moisture (%) | Ash (%) | Oil content (%) | Carbohydrate (%) | Total dietary fiber (%) |
|---|---|---|---|---|---|---|
| 1 | 8.44 | 4.50 | 3.00 | 19.06 | 61.27 | 3.73 |
| 2 | 7.97 | 8.20 | 2.50 | 25.16 | 52.60 | 3.57 |
| 3 | 8.54 | 4.70 | 2.50 | 22.12 | 58.60 | 3.54 |
| 4 | 8.63 | 12.50 | 2.00 | 22.43 | 50.68 | 3.76 |
| 5 | 8.34 | 6.90 | 2.00 | 20.39 | 58.81 | 3.56 |
| 6 | 8.40 | 6.60 | 2.00 | 46.14 | 33.14 | 3.72 |
| 7 | 8.69 | 9.70 | 3.00 | 44.65 | 30.35 | 3.61 |
| 8 | 8.65 | 9.50 | 2.50 | 19.32 | 56.27 | 3.76 |
| 9 | 8.68 | 8.80 | 2.00 | 22.85 | 53.80 | 3.87 |
| 10 | 8.25 | 11.10 | 3.00 | 24.40 | 49.48 | 3.77 |
| 11 | 8.39 | 3.90 | 2.00 | 25.45 | 56.62 | 3.64 |
| 12 | 8.13 | 6.60 | 2.00 | 19.33 | 60.51 | 3.43 |
| 13 | 8.79 | 8.20 | 2.00 | 17.89 | 59.47 | 3.65 |
| 14 | 8.82 | 7.90 | 2.00 | 19.26 | 58.46 | 3.56 |
| 15 | 8.87 | 6.00 | 3.00 | 19.24 | 59.37 | 3.52 |
| 16 | 8.51 | 3.00 | 2.50 | 21.78 | 60.38 | 3.83 |
| 17 | 8.24 | 4.10 | 2.00 | 23.81 | 58.11 | 3.74 |
| 18 | 8.61 | 4.10 | 2.00 | 18.29 | 63.25 | 3.75 |
| 19 | 8.43 | 9.20 | 2.00 | 27.34 | 49.39 | 3.64 |
| 20 | 8.79 | 9.60 | 2.00 | 20.69 | 55.20 | 3.72 |
| 21 | 9.22 | 5.30 | 2.00 | 16.94 | 62.78 | 3.76 |
| 22 | 8.84 | 8.60 | 2.50 | 12.82 | 63.45 | 3.79 |
| 23 | 8.74 | 9.50 | 2.00 | 19.77 | 56.38 | 3.61 |
| 24 | 7.99 | 7.30 | 2.50 | 23.94 | 54.51 | 3.76 |
| 25 | 8.29 | 4.90 | 2.00 | 20.20 | 61.07 | 3.54 |
| 26 | 8.76 | 7.40 | 2.00 | 20.12 | 58.29 | 3.43 |
| 27 | 8.21 | 7.60 | 2.50 | 18.53 | 59.53 | 3.63 |
| 28 | 8.46 | 4.80 | 2.00 | 23.21 | 57.72 | 3.81 |
| 29 | 8.80 | 8.00 | 2.00 | 21.00 | 56.57 | 3.63 |
Values reported are means of duplicates.
Response surface analysis results of color parameters, expansion, and texture of fried snack for the experimental runs
| Runs | Expansion (mm) | Texture ( | Lightness | Redness | Yellowness | Change in color |
|---|---|---|---|---|---|---|
| 1 | 6.26 | 45.90 | 94.61 | −1.17 | 16.10 | 41.62 |
| 2 | 3.85 | 13.60 | 93.15 | −0.37 | 14.63 | 14.99 |
| 3 | 5.29 | 32.80 | 92.94 | 1.07 | 19.05 | 10.53 |
| 4 | 5.83 | 26.70 | 90.72 | 2.15 | 20.53 | 21.88 |
| 5 | 5.44 | 29.00 | 93.07 | 0.77 | 17.04 | 14.77 |
| 6 | 5.89 | 21.05 | 87.11 | 4.03 | 20.92 | 23.47 |
| 7 | 5.77 | 21.40 | 92.82 | 1.29 | 19.87 | 10.51 |
| 8 | 5.03 | 34.60 | 92.12 | 1.06 | 18.81 | 13.64 |
| 9 | 6.98 | 34.70 | 92.76 | 0.64 | 18.73 | 11.15 |
| 10 | 4.94 | 26.40 | 92.05 | 0.76 | 19.11 | 2.90 |
| 11 | 5.91 | 18.00 | 86.70 | 3.40 | 20.82 | 21.84 |
| 12 | 5.97 | 38.15 | 94.12 | −0.65 | 16.04 | 13.67 |
| 13 | 5.79 | 42.30 | 94.05 | −0.19 | 19.24 | 75.26 |
| 14 | 6.13 | 36.80 | 95.64 | −0.70 | 16.27 | 11.11 |
| 15 | 6.90 | 43.50 | 93.70 | 0.63 | 17.25 | 12.09 |
| 16 | 6.01 | 13.20 | 93.46 | 0.37 | 17.30 | 11.78 |
| 17 | 5.98 | 23.60 | 91.66 | 1.47 | 19.67 | 4.28 |
| 18 | 5.89 | 19.10 | 92.08 | 1.20 | 19.25 | 91.27 |
| 19 | 5.88 | 60.10 | 94.89 | −0.49 | 17.32 | 51.54 |
| 20 | 5.96 | 28.30 | 93.41 | 0.45 | 18.34 | 9.02 |
| 21 | 6.16 | 31.40 | 91.14 | 1.47 | 20.10 | 17.40 |
| 22 | 6.07 | 67.30 | 94.83 | −0.17 | 16.43 | 11.73 |
| 23 | 4.88 | 17.50 | 94.15 | −0.29 | 18.95 | 4.63 |
| 24 | 6.10 | 18.00 | 93.22 | 0.25 | 20.48 | 6.08 |
| 25 | 6.16 | 17.80 | 94.55 | 0.37 | 17.10 | 10.52 |
| 26 | 6.16 | 18.90 | 92.34 | 0.48 | 16.24 | 30.81 |
| 27 | 6.43 | 40.20 | 95.05 | −0.88 | 18.51 | 61.71 |
| 28 | 5.10 | 23.20 | 92.55 | 0.51 | 18.62 | 3.36 |
| 29 | 6.67 | 30.10 | 93.89 | –1.48 | 17.65 | 58.22 |
Values are means of duplicates.
Regression coefficients of the response surface models and statistical results of the color parameters, expansion, and texture of the fried snacks
| Coefficients | Expansion (mm) | Texture ( | Lightness | Redness | Yellowness | Change in color |
|---|---|---|---|---|---|---|
|
| 5.89 | 28.85 | 93.6 | 0.24 | 17.09 | 16.17 |
|
| 0.13 | −6.30 | −0.03 | −0.1 | 0.33 | −1.14 |
|
| 0.16 | 3.2 | 0.34 | −0.21 | −0.77 | −3.29 |
|
| −0.44 | −9.32 | 1.78 | 1.07 | 0.48 | −25.73 |
|
| 0.15 | 9.99 | 0.51 | −0.29 | −0.29 | −2.55 |
|
| −0.27 | 4.11 | 0.55 | −0.39 | −0.12 | −5.62 |
|
| 0.07 | −1.56 | −0.83 | 0.54 | 1.38 | −2.56 |
|
| −0.2 | 0.62 | −1.02 | 0.11 | 0.65 | 23.60 |
|
| 0.29 | −0.1 | −0.49 | 0.49 | 0.99 | 1.48 |
|
| −0.01 | 3.5 | 0.06 | 0.08 | −0.48 | 0.16 |
|
| 0.11 | 9.90 | 0.1 | 0.47 | 0.92 | −4.58 |
|
| 0.01 | −4.4 | −0.92 | 0.38 | 1.06 | −0.14 |
|
| −0.09 | −0.26 | 1 | −0.4 | 0.47 | 3.61 |
|
| 0.29 | 5.4 | 0.69 | −0.41 | −0.03 | −3.87 |
|
| −0.38 | −3.18 | 0.6 | −0.14 | −0.24 | 2.65 |
|
| 0.49 | 0.76 | 0.59 | 0.55 | 0.53 | 0.873 |
| PRESS | 32.59 | 5315.3 | 245.32 | 95.42 | 164.32 | 9638.83 |
|
| 0.53 | 0.02 | 0.25 | 0.25 | 0.42 | 0.0005 |
*Significant values at 5% level; B o is intercept, X 1 − X 14 are regression coefficients.
Figure 1Response surface plot showing effect of independent variables on the expansion (mm) of fried snacks from Wheat‐Brewers' Spent Cassava Flour.
Figure 2Response surface plot showing effect of independent variables on the texture (N) of fried snacks from Wheat‐Brewers' Spent Cassava Flour.
Figure 3Response surface plot showing effect of independent variables on change in color of fried snacks from Wheat‐Brewers' Spent Cassava Flour.
Figure 4Radar chart showing the level of acceptability of the optimized fried snack based on its attributes.
Figure 5Bar chart showing the results of the preference sensory test.
Figure 6Bar chart showing the results of some quality attributes of the fried snacks.
Figure 7Scanning electron micrographs of fried snacks from 100% wheat flour.
Figure 8Scanning electron micrographs of fried snacks from wheat plus 32.09% BSCF.