Research Article

Optimizing Culture Conditions by Statistical Approach to Enhance Production of Pectinase from Bacillus sp. Y1

Table 4

Experimental design and pectinase activities (U/mL) of the central composite design.

Run no.Experimental factors and code levelsPGLPG
Carbon source(NH4)2SO4Initial pHExperimentPredictedExperimentPredicted
(%, v/w)(%, v/w)

1–1 (9.00)+1 (0.45)–1 (7.50)22.1 ± 0.623.831.9 ± 0.832.3
2–1.68 (8.32)0 (0.30)0 (8.50)23.2 ± 0.923.331.7 ± 1.032.0
30 (10.00)0 (0.30)0 (8.50)26.9 ± 1.126.933.8 ± 1.433.7
4+1 (11.00)+1 (0.45)+1 (9.50)21.8 ± 0.723.434.7 ± 0.934.5
50 (10.00)0 (0.30)0 (8.50)26.9 ± 1.126.933.8 ± 1.433.7
60 (10.00)0 (0.30)0 (8.50)26.9 ± 1.126.933.8 ± 1.433.7
70 (10.00)0 (0.30)0 (8.50)26.9 ± 1.126.933.8 ± 1.433.7
80 (10.00)–1.68 (0.05)0 (8.50)6.5 ± 0.39.017.7 ± 1.018.7
90 (10.00)0 (0.30)–1.68 (6.82)23.2 ± 1.023.831.6 ± 0.931.5
10+1.68 (11.68)0 (0.30)0 (8.50)24.6 ± 0.525.335.3 ± 0.435.9
110 (10.00)0 (0.30)0 (8.50)26.9 ± 1.126.933.8 ± 1.433.7
120 (10.00)+1.68 (0.55)0 (8.50)26.0 ± 0.524.232.1 ± 1.132.0
13+1 (11.00)+1 (0.45)–1 (7.50)24.8 ± 0.824.134.7 ± 0.734.5
14+1 (11.00)–1 (0.15)+1 (9.50)13.3 ± 0.611.022.4 ± 1.121.3
15+1 (11.00)–1 (0.15)–1 (7.50)23.2 ± 0.922.928.3 ± 0.628.2
16–1 (9.00)+1 (0.45)+1 (9.50)26.0 ± 0.925.828.9 ± 0.828.4
170 (10.00)0 (0.30)0 (8.50)26.9 ± 1.126.933.8 ± 1.433.7
180 (10.00)0 (0.30)+1.68 (10.18)15.2 ± 0.615.421.4 ± 1.222.5
19–1 (9.00)–1 (0.15)+1 (9.50)8.7 ± 0.38.919.4 ± 0.318.9
20–1 (9.00)–1 (0.15)–1 (7.50)20.3 ± 0.418.130.1 ± 0.629.7

All figures in parenthesis are the actual value of factors in the experiments.