| Literature DB >> 30510753 |
Rezvan Mansouri-Nasrabadi1, Jafar Mohammadzadeh Milani1, Saman Seyed Jafar Nazari2.
Abstract
In this research, effects of washing and cooking processes on the decrease in ochratoxin A (OTA) residue in rice were investigated. Rice samples were washed one, two, and three times in the washing stage. Results showed that the washing stage was effective on OTA residue as 42.68% of OTA was removed. In the cooking stage, the effects of boiling time, salt content, and water-to-rice ratio on OTA residue were studied employing response surface methodology (RSM). The results showed that time and salt content, interaction between time and salt content, and interaction between salt content and water-to-rice ratio were effective on the amount of OTA residue. According to the results, the optimum levels for boiling time, salt content, and water-to-rice ratio were 9.6 min, 3.5% salt, and 4:1, respectively. At these conditions, 76% of the OTA in rice was reduced.Entities:
Keywords: Ochratoxin A; cooking; rice; washing
Year: 2018 PMID: 30510753 PMCID: PMC6261198 DOI: 10.1002/fsn3.860
Source DB: PubMed Journal: Food Sci Nutr ISSN: 2048-7177 Impact factor: 2.863
Levels of independent variables in central composite design
| Factor level | Boiling time (min) | Salt (%) | Water: rice ratio |
|---|---|---|---|
| −1 | 6 | 0 | 3 |
| 0 | 9 | 3.5 | 4 |
| +1 | 12 | 7 | 5 |
Face‐centered central composite design for the independent variables (coded levels)
| Run# | Area of OTA | Coded level of independent variables | ||
|---|---|---|---|---|
| Boiling time (min) | Salt content (%) | Water: rice | ||
| 1 | 9,271 | −1 | −1 | −1 |
| 2 | 12,380 | −1 | −1 | +1 |
| 3 | 10,956 | −1 | +1 | −1 |
| 4 | 6,450 | −1 | +1 | +1 |
| 5 | 5,385 | +1 | −1 | −1 |
| 6 | 12,468 | +1 | −1 | +1 |
| 7 | 8,638 | +1 | +1 | −1 |
| 8 | 4,990 | +1 | +1 | +1 |
| 9 | 16,974 | −1 | 0 | 0 |
| 10 | 15,770 | +1 | 0 | 0 |
| 11 | 11,856 | 0 | −1 | 0 |
| 12 | 10,302 | 0 | +1 | 0 |
| 13 | 12,864 | 0 | 0 | −1 |
| 14 | 9,773 | 0 | 0 | +1 |
| 15 | 12,193 | 0 | 0 | 0 |
| 16 | 11,367 | 0 | 0 | 0 |
| 17 | 11,379 | 0 | 0 | 0 |
| 18 | 11,148 | 0 | 0 | 0 |
| 19 | 11,022 | 0 | 0 | 0 |
Validation data for the determination of OTA by HPLC
| Parameters | |
|---|---|
| LOD (μg/kg) | 0.13 |
| LOQ (μg/kg) | 0.39 |
| Linear range (μg/kg) | 2–250 |
| Square of correlation coefficient ( | 0.88 |
| Repeatability peak area, RSD (%, | 2.3 |
| Repeatability retention time, RSD (%, | 0.9 |
| %Recovery ± | 97.0 ± 4.1 |
RSD, relative standard deviation; SD, standard deviation.
Ochratoxin A (OTA) levels and reductions (%) during washing process
| Sample | OTA content (ng/g) | Reduction (%) |
|---|---|---|
| Contaminated rice | 4.85 ± 0.05a | |
| One‐time washed sample | 3.61 ± 0.08b | 25.56 |
| Two‐time washed sample | 2.96 ± 0.09c | 38.96 |
| Three‐time washed sample | 2.78 ± 0.08c | 42.68 |
The same letters in each column are not significantly different at p < 0.05.
Linear, quadratic, interaction terms, and coefficients for the prediction models of OTA residue
| Factor | Coefficient |
|
| Effect |
|
|---|---|---|---|---|---|
| A | −878.03 | 0.003703 | 36.9399 | −1756.06 | 144.4649 |
| A2 | 231201 | 0.001117 | 69.9841 | ‐ | 276.3696 |
| B | −1002.40 | 0.002266 | 48.1457 | −2004.80 | 144.4649 |
| B2 | −2981.31 | 0.000419 | 116.3676 | ‐ | 276.3696 |
| C2 | −2741.81 | 0.000580 | 98.4221 | ‐ | 276.3696 |
| AC | 604.00 | 0.020129 | 13.9842 | 1208.00 | 161.5167 |
| BC | −2293.25 | 0.000143 | 201.5896 | −4586.50 | 161.5167 |
A, boiling time; B, salt content; C, water‐to‐rice ratio; SD, standard deviation.
ANOVA table of the regression model for ochratoxin A (OTA) residue
| Source |
| Sum of squares |
|
|---|---|---|---|
| Model | 7 | 138,205,953 | 7.65 > 3.01 |
| Residual | 11 | 28,385,622 | |
| Lack of fit | 7 | 18,545,118 | 6.08 < 6.09 |
| Pure error | 4 | 1,740,504 | |
| Total | 18 | 166,591,575 | |
|
| 0.82961 | ||
| Adj‐ | 0.65922 |
Figure 1Effect of boiling time and water ratio on OTA residue in rice
Figure 2Effect of salt content and water ratio on OTA residue in rice