Skip to main content
. 2018 Sep;56(3):381–397. doi: 10.17113/ftb.56.03.18.5285

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