Rice Science ›› 2020, Vol. 27 ›› Issue (1): 75-80.DOI: 10.1016/j.rsci.2019.12.008
• Short Communication • Previous Articles
Eakkanaluksamee Kanjanapa, Anuntagool Jirarat()
Received:
2018-08-27
Accepted:
2018-12-09
Online:
2020-01-28
Published:
2019-09-30
Eakkanaluksamee Kanjanapa, Anuntagool Jirarat. Optimization of High-Protein Glutinous Rice Flour Production Using Response Surface Method[J]. Rice Science, 2020, 27(1): 75-80.
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Experiment | Enzyme concentration (KNU/g) | Temperature (°C) | Digestion time (min) | Observed yield (%) | Observed protein content (%) |
---|---|---|---|---|---|
1 | 0.90 (-1) | 80 (-1) | 120 (0) | 17.5 ± 0.6 | 37.2 ± 1.4 |
2 | 0.90 (-1) | 90 (+1) | 120 (0) | 16.3 ± 0.4 | 40.0 ± 0.9 |
3 | 3.60 (+1) | 80 (-1) | 120 (0) | 16.3 ± 0.9 | 40.0 ± 2.2 |
4 | 3.60 (+1) | 90 (+1) | 120 (0) | 18.3 ± 0.4 | 35.6 ± 0.7 |
5 | 0.90 (-1) | 85 (0) | 90 (-1) | 15.7 ± 0.6 | 41.7 ± 1.5 |
6 | 0.90 (-1) | 85 (0) | 150 (+1) | 21.1 ± 0.0 | 30.9 ± 0.0 |
7 | 3.60 (+1) | 85 (0) | 90 (-1) | 14.4 ± 0.0 | 45.4 ± 0.1 |
8 | 3.60 (+1) | 85 (0) | 150 (+1) | 16.7 ± 1.1 | 39.2 ± 2.5 |
9 | 2.25 (0) | 80 (-1) | 90 (-1) | 16.1 ± 1.4 | 40.7 ± 3.5 |
10 | 2.25 (0) | 80 (-1) | 150 (+1) | 22.2 ± 0.6 | 29.4 ± 0.8 |
11 | 2.25 (0) | 90 (+1) | 90 (-1) | 15.1 ± 0.4 | 43.2 ± 1.2 |
12 | 2.25 (0) | 90 (+1) | 150 (+1) | 17.8 ± 1.2 | 36.8 ± 2.5 |
13 | 2.25 (0) | 85 (0) | 120 (0) | 16.1 ± 0.0 | 40.4 ± 0.0 |
14 | 2.25 (0) | 85 (0) | 120 (0) | 16.6 ± 0.1 | 39.2 ± 0.3 |
15 | 2.25 (0) | 85 (0) | 120 (0) | 18.4 ± 0.5 | 35.4 ± 1.1 |
Table 1 Box-Behnken design experimental conditions showing un-coded values and their code in parentheses for high protein glutinous rice flour production.
Experiment | Enzyme concentration (KNU/g) | Temperature (°C) | Digestion time (min) | Observed yield (%) | Observed protein content (%) |
---|---|---|---|---|---|
1 | 0.90 (-1) | 80 (-1) | 120 (0) | 17.5 ± 0.6 | 37.2 ± 1.4 |
2 | 0.90 (-1) | 90 (+1) | 120 (0) | 16.3 ± 0.4 | 40.0 ± 0.9 |
3 | 3.60 (+1) | 80 (-1) | 120 (0) | 16.3 ± 0.9 | 40.0 ± 2.2 |
4 | 3.60 (+1) | 90 (+1) | 120 (0) | 18.3 ± 0.4 | 35.6 ± 0.7 |
5 | 0.90 (-1) | 85 (0) | 90 (-1) | 15.7 ± 0.6 | 41.7 ± 1.5 |
6 | 0.90 (-1) | 85 (0) | 150 (+1) | 21.1 ± 0.0 | 30.9 ± 0.0 |
7 | 3.60 (+1) | 85 (0) | 90 (-1) | 14.4 ± 0.0 | 45.4 ± 0.1 |
8 | 3.60 (+1) | 85 (0) | 150 (+1) | 16.7 ± 1.1 | 39.2 ± 2.5 |
9 | 2.25 (0) | 80 (-1) | 90 (-1) | 16.1 ± 1.4 | 40.7 ± 3.5 |
10 | 2.25 (0) | 80 (-1) | 150 (+1) | 22.2 ± 0.6 | 29.4 ± 0.8 |
11 | 2.25 (0) | 90 (+1) | 90 (-1) | 15.1 ± 0.4 | 43.2 ± 1.2 |
12 | 2.25 (0) | 90 (+1) | 150 (+1) | 17.8 ± 1.2 | 36.8 ± 2.5 |
13 | 2.25 (0) | 85 (0) | 120 (0) | 16.1 ± 0.0 | 40.4 ± 0.0 |
14 | 2.25 (0) | 85 (0) | 120 (0) | 16.6 ± 0.1 | 39.2 ± 0.3 |
15 | 2.25 (0) | 85 (0) | 120 (0) | 18.4 ± 0.5 | 35.4 ± 1.1 |
Treatment | E (KNU/g) | Temperature (°C) | Digestion time (min) | Production yield (%) | Protein content (%) | |||||
---|---|---|---|---|---|---|---|---|---|---|
Predicted | Observed | Deviation | Predicted | Observed | Deviation | |||||
1 2 3 | 2.16 1.89 0.90 | 80 80 80 | 106 103 99 | 16.85 16.77 16.61 | 17.58 ± 0.26 ns 17.85 ± 0.71 ns 17.25 ± 0.91 ns | +4.15 +6.05 +3.71 | 39.08 39.24 39.02 | 37.86 ± 1.93 ns 36.57 ± 1.46 ns 37.86 ± 0.83 ns | -3.22 -7.30 -3.06 |
Table 2 Predicted conditions for high protein glutinous rice flour (HPGRF) production and experimental verification.
Treatment | E (KNU/g) | Temperature (°C) | Digestion time (min) | Production yield (%) | Protein content (%) | |||||
---|---|---|---|---|---|---|---|---|---|---|
Predicted | Observed | Deviation | Predicted | Observed | Deviation | |||||
1 2 3 | 2.16 1.89 0.90 | 80 80 80 | 106 103 99 | 16.85 16.77 16.61 | 17.58 ± 0.26 ns 17.85 ± 0.71 ns 17.25 ± 0.91 ns | +4.15 +6.05 +3.71 | 39.08 39.24 39.02 | 37.86 ± 1.93 ns 36.57 ± 1.46 ns 37.86 ± 0.83 ns | -3.22 -7.30 -3.06 |
Fig. 1. Lightly yellowish high protein glutinous rice flour (HPGRF) in comparison with glutinous rice flour (A) and their scanning elctron micrographs (B).
Fig. 3. Solubility (A) and swelling power (B) of high protein glutinous rice flour (HPGRF) compared to glutinous rice flour (GRF) and wheat flour (WF).
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