| Literature DB >> 29925814 |
Guowei Shu1, Xiaoyu Shi2, Li Chen3, Jianbo Kou4, Jiangpeng Meng5, He Chen6.
Abstract
Antioxidant peptides are currently the focus of many studies, since they eliminate free radicals in the human body without harmful effects. In the present study, Lactobacillus casei L61 was used as a starter culture to ferment goat milk because of its high capacity to produce antioxidant peptides. An optimal nutrients formula (casein, casein peptone, glucose, soybean peptone, inulin, calcium lactate, and cysteine) was investigated by Plackett⁻Burman (P⁻B) and Box⁻Behnken (B⁻B) designs for response surface methodology (RSM). Antioxidant peptides were successively isolated and purified from the fermented goat milk. Furthermore, the stability of the antioxidant peptides was evaluated in a simulated gastrointestinal tract at 37 &deg;C. The results showed that calcium lactate, glucose, and casein peptone significantly affected the antioxidant activity of goat milk. The optimal additive amounts were 0.99% (w/v) calcium lactate, 0.21% (w/v) glucose, and 0.29% (w/v) casein peptone. The hydroxyl free radical scavenging rate increased significantly (p < 0.001) from 56.50 ± 0.57% to 88.01 ± 0.69%; the 1,1-diphenyl-2-picrylhydrazyl (DPPH) radical scavenging rate increased up to 63.48 ± 1.22% under the optimal conditions (n = 3). Our research provides a fitted mathematical model for antioxidant peptides production. Besides, these antioxidant peptides had great stability during simulated gastrointestinal digestion.Entities:
Keywords: DPPH; Lactobacillus casei L61; antioxidant peptides; goat milk; response surface methodology; scavenging rate of hydroxyl radical; simulated gastrointestinal digestion
Mesh:
Substances:
Year: 2018 PMID: 29925814 PMCID: PMC6024363 DOI: 10.3390/nu10060797
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Factors and coded levels of the Plackett–Burman (P–B) design for peptide production-promoting nutrients.
| Factors | X1 | X5 | X6 | X7 | X8 | X9 | X10 |
|---|---|---|---|---|---|---|---|
| Variables | Casein | Casein Peptone | Glucose | Soybean Peptone | Inulin | Calcium Lactate | Cysteine |
| (%) | (%) | (%) | (%) | (%) | (%) | (%) | |
| 1 | 0.25 | 0.875 | 0.75 | 0.625 | 0.5 | 0.625 | 1.25 |
| −1 | 0.2 | 0.7 | 0.6 | 0.5 | 0.4 | 0.5 | 1 |
X1, X5, X6, X7, X8, X9, X10 represent casein, casein peptone, glucose, soybean peptone, inulin, calcium lactate, and cysteine, respectively, while X2, X3, and X4 are three error terms.
Factors level-coding table of the Box–Behnken (B–B) design for peptide production-promoting nutrients.
| Factors | A: Calcium Lactate (%) | B: Glucose (%) | C: Casein Peptone (%) |
|---|---|---|---|
| −1 | 0.9 | 0.1 | 0.2 |
| 0 | 1.0 | 0.2 | 0.3 |
| 1 | 1.1 | 0.3 | 0.4 |
P–B design and results for peptide production-promoting nutrients.
| Factors | X1 | X2 | X3 | X4 | X5 | X6 | X7 | X8 | X9 | X10 | Y1 | Y2 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1 | −1 | 1 | −1 | −1 | −1 | 1 | 1 | 1 | −1 | 77.66 | 55.82 |
| 2 | 1 | 1 | −1 | 1 | −1 | −1 | −1 | 1 | 1 | 1 | 83.34 | 62.79 |
| 3 | −1 | 1 | 1 | −1 | 1 | −1 | −1 | −1 | 1 | 1 | 76.26 | 50.63 |
| 4 | 1 | −1 | 1 | −1 | −1 | 1 | −1 | −1 | −1 | 1 | 71.91 | 50.02 |
| 5 | 1 | 1 | −1 | 1 | 1 | −1 | 1 | −1 | −1 | −1 | 71.91 | 50.02 |
| 6 | 1 | 1 | 1 | 1 | 1 | 1 | −1 | 1 | −1 | −1 | 76.36 | 50.82 |
| 7 | −1 | 1 | 1 | −1 | −1 | 1 | 1 | −1 | 1 | −1 | 76.66 | 55.12 |
| 8 | −1 | −1 | 1 | 1 | 1 | −1 | 1 | 1 | −1 | 1 | 75.61 | 48.96 |
| 9 | −1 | −1 | −1 | 1 | 1 | 1 | −1 | 1 | 1 | −1 | 76.11 | 50.17 |
| 10 | 1 | −1 | −1 | −1 | 1 | 1 | 1 | −1 | 1 | 1 | 75.86 | 49.37 |
| 11 | −1 | 1 | −1 | −1 | −1 | 1 | 1 | 1 | −1 | 1 | 75.02 | 48.29 |
| 12 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | 76.51 | 51.77 |
Figure 1The effect of variable factors on the hydroxyl free radical scavenging rate (a) and DPPH radical scavenging rate (b).
Figure 2The confidence interval of variable factors for the hydroxyl free radical scavenging rate (a) and DPPH radical scavenging rate (b).
Design and results of the steepest ascent experiment for nutrients promoting peptide production.
| Step | Calcium Lactate (%) | Glucose (%) | Casein Peptone (%) | Y1 (%) | Y2 (%) |
|---|---|---|---|---|---|
| 1 | 0.6 | 0.6 | 0.7 | 79.65 ± 0.57% | 47.43 ± 0.39% |
| 2 | 0.7 | 0.5 | 0.6 | 80.55 ± 0.61% | 49.72 ± 0.48% |
| 3 | 0.8 | 0.4 | 0.5 | 79.69 ± 0.51% | 50.14 ± 0.36% |
| 4 | 0.9 | 0.3 | 0.4 | 80.78 ± 0.44% | 61.24 ± 0.35% |
| 5 | 1.0 | 0.2 | 0.3 | 85.43 ± 0.32% | 64.56 ± 0.62% |
| 6 | 1.1 | 0.1 | 0.2 | 81.48 ± 0.49% | 60.31 ± 0.37% |
Mean values (n = 3) ± standard error are shown.
B–B experimental design and results for nutrients promoting peptide production. A, calcium lactate; B, glucose; C, casein peptone.
| Runs | A | B | C | Y1 (%) | Y2 (%) | ||||
|---|---|---|---|---|---|---|---|---|---|
| Actual Value | Predicted Value | Residual | Actual Value | Predicted Value | Residual | ||||
| 1 | 0 | 1 | −1 | 86.84 | 86.67 | 0.07 | 52.92 | 51.68 | 1.24 |
| 2 | 1 | 0 | −1 | 85.42 | 85.00 | −0.42 | 59.59 | 59.74 | −0.15 |
| 3 | 0 | 0 | 0 | 87.86 | 88.14 | −0.28 | 64.51 | 63.89 | −0.62 |
| 4 | 1 | 1 | 0 | 83.56 | 84.15 | −0.59 | 51.9 | 52.99 | −1.09 |
| 5 | 1 | 0 | 1 | 78.23 | 78.52 | −0.29 | 50.08 | 49.91 | 0.17 |
| 6 | −1 | −1 | 0 | 85.72 | 85.14 | 0.58 | 55.72 | 54.63 | 1.09 |
| 7 | −1 | 1 | 0 | 85.38 | 85.83 | −0.45 | 58.3 | 59.37 | −1.07 |
| 8 | 1 | −1 | 0 | 82.12 | 81.67 | 0.45 | 64.92 | 63.86 | 1.06 |
| 9 | 0 | 0 | 0 | 87.86 | 88.14 | 0.66 | 63.67 | 63.89 | −0.22 |
| 10 | 0 | 0 | 0 | 88.69 | 88.14 | 0.55 | 63.5 | 63.89 | −0.39 |
| 11 | −1 | 0 | 1 | 84.92 | 85.34 | −0.42 | 54.71 | 54.57 | 0.14 |
| 12 | 0 | 1 | 1 | 85.73 | 84.86 | 0.87 | 47.12 | 46.20 | 0.95 |
| 13 | 0 | −1 | −1 | 84.64 | 85.51 | −0.87 | 52.08 | 53.00 | −0.92 |
| 14 | 0 | −1 | 1 | 82.69 | 82.86 | −0.17 | 49.76 | 51.00 | −1.24 |
| 15 | −1 | 0 | −1 | 83.61 | 83.33 | 0.28 | 52.04 | 52.22 | −0.18 |
A, B, and C represent calcium lactate, glucose, and casein peptone.
ANOVA of the response variables for the hydroxyl free radical scavenging rate (Y1) and the DPPH radical scavenging rate (Y2).
| Source | Y1 | Y2 | |||||
|---|---|---|---|---|---|---|---|
| DF | MS | F | Pr > F | MS | F | Pr > F | |
| Model | 9 | 10.50 | 14.45 | 0.0045 ** | 54.11 | 26.73 | 0.0010 ** |
| A | 1 | 13.26 | 18.26 | 0.0079 ** | 4.09 | 2.02 | 0.2145 |
| B | 1 | 5.02 | 6.92 | 0.0465 * | 18.73 | 9.25 | 0.0287 * |
| C | 1 | 9.99 | 13.75 | 0.0139 * | 27.98 | 13.82 | 0.0138 * |
| AB | 1 | 0.79 | 1.09 | 0.3442 | 60.84 | 30.05 | 0.0028 ** |
| AC | 1 | 18.06 | 24.86 | 0.0042 ** | 37.09 | 18.32 | 0.0079 ** |
| BC | 1 | 0.18 | 0.24 | 0.6430 | 3.03 | 1.50 | 0.2759 |
| A2 | 1 | 31.82 | 43.81 | 0.0012 ** | 5.99 | 2.96 | 0.1459 |
| B2 | 1 | 3.74 | 5.14 | 0.0727 | 88.98 | 43.95 | 0.0012 ** |
| C2 | 1 | 17.16 | 23.62 | 0.0046 ** | 267.66 | 132.21 | <0.0001 *** |
| Residual | 5 | 0.73 | 2.02 | ||||
| Lack of fit | 3 | 1.06 | 4.61 | 0.1835 | 3.18 | 10.87 | 0.0854 |
| Pure error | 2 | 0.23 | 0.29 | ||||
| Cor Total | 14 | ||||||
*** p < 0.001, extremely significant; ** p < 0.01, very significant; * p < 0.05, significant. DF refers to degrees of freedom, MS refers to mean square, F and Pr > F refer to F and p-values, respectively.
Figure 3Contour plots and response surface plots of calcium lactate (A), glucose (B), and casein peptone (C) for the hydroxyl free radical scavenging rate (Y1).
Figure 4Contour plots and response surface plots of calcium lactate (A), glucose (B), and casein peptone (C) for the DPPH radical scavenging rate (Y2).
Figure 5Effects of simulated gastric fluid on the hydroxyl free radical scavenging rate and DPPH radical scavenging rate at different times. The asterisks (*) indicate significant differences (*** p < 0.001, extremely significant; ** p < 0.01, very significant; * p < 0.05, significant.) of antioxidant activity in the simulated gastric fluid during different times compared to 0 min. Mean values (n = 3) ± standard error are shown.
Figure 6Effects of simulated intestinal fluid on the hydroxyl free radical scavenging rate and DPPH radical scavenging rate at different times. The asterisks (*) indicate significant differences (*** p < 0.001, extremely significant; * p < 0.05, significant.) of antioxidant activity in the simulated intestinal fluid during different times compared to 40 min. Mean values (n = 3) ± standard error are shown.