Table 4. Analysis of variance (ANOVA) of the response surface model and regression equations for evaluating effects of spray drying on the viability and probiotic properties of L. fermentum K73.
Factor | Bacterial change cycle (N/(log CFU/g)) | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
After spray drying | After gastric pH conditions | After bile salt conditions | |||||||||||||
Sum of squares | Df | Mean square | F-value | p-value | Sum of squares | Df | Mean square | F-value | p-value | Sum of squares | Df | Mean square | F-value | p-value | |
Model type | Quadratic | Cubic | Cubic | ||||||||||||
Model | 4785.13 | 5 | 957.03 | 37.29 | <0.0001* | 2.28 | 9 | 0.25 | 7.19 | 0.013* | 0.79 | 9 | 0.088 | 20.43 | 0.0008* |
A | 3825.34 | 1 | 3825.34 | 149.04 | <0.0001* | 0.036 | 1 | 0.036 | 1.02 | 0.352 | 0.029 | 1 | 0.029 | 6.82 | 0.040* |
B | 1.00 | 1 | 1.00 | 0.04 | 0.85 | 0.038 | 1 | 0.038 | 1.08 | 0.34 | 1.775 | 1 | 1.775 | 0.41 | 0.545 |
AB | 6.95 | 1 | 6.95 | 0.27 | 0.61 | 0.28 | 1 | 0.28 | 7.87 | 0.031* | 2.091 | 1 | 2.091 | 0.48 | 0.513 |
A2 | 433.04 | 1 | 433.04 | 16.87 | 0.002* | 0.73 | 1 | 0.73 | 20.66 | 0.004* | 0.13 | 1 | 0.13 | 29.52 | 0.002* |
B2 | 247.07 | 1 | 247.07 | 9.63 | 0.011* | 0.93 | 1 | 0.93 | 26.4 | 0.002* | 0.16 | 1 | 0.16 | 37.6 | 0.001* |
A2B | 0.37 | 1 | 0.37 | 10.45 | 0.018* | 0.017 | 1 | 0.017 | 4.05 | 0.091 | |||||
AB2 | 0.39 | 1 | 0.39 | 11.02 | 0.016* | 0.079 | 1 | 0.079 | 18.35 | 0.005* | |||||
A3 | 0.822 | 1 | 0.822 | 0.023 | 0.884 | 0.892 | 1 | 0.892 | 0.21 | 0.665 | |||||
B3 | 0 | 1 | 0 | 0.009 | 0.998 | 0.012 | 1 | 0.012 | 2.84 | 0.143 | |||||
Residual | 256.66 | 10 | 25.67 | 0.21 | 6 | 0.035 | 0.026 | 6 | 4.316 | ||||||
Lack of fit | 177.47 | 5 | 35.50 | 2.24 | 0.198 | 0.12 | 1 | 0.12 | 6.56 | 0.051 | 0.01 | 1 | 0.01 | 3.33 | 0.127 |
Pure error | 79.19 | 5 | 15.84 | 0.091 | 5 | 0.018 | 0.016 | 5 | 3.107 | ||||||
Corr. total | 5041.79 | 15 | 2.49 | 15 | 0.82 | 15 | |||||||||
R2 | 0.949 | 0.915 | 0.968 | ||||||||||||
Final equation in terms of coded factors | N/(log CFU/g)=–2.835–1.962×A–1.057×A2–0.698×B2 |
N/(log CFU/g)=–1.01–0.34×AB+ +0.69×A2+0.70×B2+0.72×A2B–0.61×AB2 |
N/(log CFU/g)=–0.54+0.29×A2+0.29×B2–0.28×AB2 |
A=outlet temperature, B=pressure; *significant at α=0.05