Table 2.
Experimental design, observed responses, and predicted values of IgY-loaded microcapsules
Run order | Independent variable | EE (%) |
LC (%) |
APS (μm) |
||||||
Experimental | Predicted | RD (%) | Experimental | Predicted | RD (%) | Experimental | Predicted | RD (%) | ||
1 | A −1 B 1 C 0 | 47.38±3.57f | 46.65 | 1.54 | 22.97±1.73e | 23.71 | −3.22 | 644.00±7.07bc | 630.74 | 2.06 |
2 | A 1 B 0 C −1 | 63.83±1.31d | 64.95 | −1.75 | 16.09±0.33h | 17.28 | −7.40 | 632.00±10.13bc | 606.52 | 4.03 |
3 | A 0 B 0 C 0 | 78.67±0.77a | 76.78 | 2.40 | 35.28±0.35a | 34.43 | 2.41 | 578.00±38.24g | 574.88 | 0.54 |
4 | A 1 B 0 C 1 | 46.33±0.05f | 45.25 | 2.33 | 25.40±0.03d | 24.61 | 3.11 | 627.25±10.47bcd | 606.52 | 3.30 |
5 | A 0 B 0 C 0 | 78.89±2.94a | 76.78 | 2.67 | 35.38±1.32a | 34.43 | 2.69 | 589.25±18.10efg | 574.88 | 2.44 |
6 | A 0 B 0 C 0 | 73.26±3.26b | 76.78 | −4.80 | 32.85±1.46b | 34.43 | −4.81 | 568.50±45.97gh | 574.88 | −1.12 |
7 | A 0 B 0 C 0 | 73.22±0.35b | 76.78 | −4.86 | 32.84±0.16b | 34.43 | −4.84 | 581.00±35.11fg | 574.88 | 1.05 |
8 | A 0 B 1 C −1 | 69.52±1.97c | 65.43 | 5.88 | 19.27±0.55g | 17.43 | 9.55 | 684.25±12.04a | 689.95 | −0.83 |
9 | A 0 B 1 C 1 | 45.87±1.05f | 45.73 | 0.31 | 32.62±0.74b | 32.75 | −0.40 | 643.00±16.43bc | 634.82 | 1.27 |
10 | A 0 B −1 C −1 | 68.81±2.77c | 65.43 | 4.91 | 18.20±0.73g | 18.07 | 0.71 | 586.75±17.95efg | 602.01 | −2.60 |
11 | A 1 B −1 C 0 | 61.05±0.51de | 59.45 | 2.62 | 21.17±0.18f | 20.30 | 4.11 | 617.75±17.46cde | 597.93 | 3.21 |
12 | A −1 B −1 C 0 | 45.89±2.56f | 46.65 | −1.66 | 21.14±1.18f | 20.30 | 3.97 | 594.75±9.54defg | 597.93 | −0.53 |
13 | A −1 B 0 C 1 | 38.83±2.02g | 32.45 | 16.43 | 29.73±1.54c | 28.54 | 4.00 | 616.75±36.40cde | 606.52 | 1.66 |
14 | A −1 B 0 C −1 | 45.80±1.00f | 52.15 | −13.86 | 12.56±0.28i | 13.35 | −6.29 | 564.25±13.40gh | 606.52 | −7.49 |
15 | A 0 B 0 C 0 | 79.84±3.59a | 76.78 | 3.83 | 35.80±1.61a | 34.43 | 3.83 | 543.50±15.26h | 574.88 | −5.77 |
16 | A 1 B 1 C 0 | 57.89±0.57e | 59.45 | −2.69 | 22.74±0.22ef | 23.71 | −4.27 | 615.00±13.11cdef | 630.74 | −2.56 |
17 | A 0 B −1 C 1 | 48.13±1.38f | 45.73 | 4.99 | 23.43±0.85e | 25.28 | −7.90 | 655.75±12.26ab | 657.13 | −0.21 |
Relative deviation (RD)=(experimental value–predicted value)/experimental value×100%. Experimental data are expressed as mean±standard deviation (SD), n=3. Different superscript letters in the same column denote significant differences among experimental responses as affected by different independent variables (P<0.05). In the independent variable column, A means the alginate (ALG) concentration, B represents the chitooligosaccharide (COS) concentration, and C is immunoglobulin Y (IgY)/ALG ratio; different subscript numbers indicate different levels of concentration listed in Table 1. EE: encapsulation efficiency; LC: loading capacity; APS: average particle size