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. 2023 Jul 24;22:136. doi: 10.1186/s12934-023-02146-7

Table 3.

ANOVA table for response surface quadratic model for biomass yield and protein concentration

Variable Response
Protein (%) Biomass dry weight (g/L)
Source Sum of squares df Mean square F value p-value Sum of squares df Mean square F value p-value
Model 765.07 14 54.65 2.50 0.0406a Significant 0.1675 10 0.1675 3.57 0.0074a Significant
A-NaNO3 43.31 1 43.31 1.98 0.1780 0.0004 1 0.0004 0.088 0.768
B-NaHCO3 131.70 1 131.70 6.03 0.0258a Significant 0.0113 1 0.0113 2.40 0.136
C-BFCE 34.46 1 34.46 1.58 0.226 0.04 1 0.04 9.98 0.004a Significant
D-pH 43.74 1 43.74 2.00 0.176 0.0258 1 0.0258 5.40 0.030a Significant
A2 0.0312 1 0.0312 0.0014 0.970 0.000733 1 0.000733 0.16 0.69
B2 144.70 1 144.70 6.63 0.0203a Significant 0.0053 1 0.0053 1.2 0.289
C2 3.12 1 3.12 0.143 0.710 0.0036 1 0.0036 0.81 0.382
D2 64.73 1 64.73 2.97 0.104 0.0149 1 0.0149 3.36 0.085
A * B 101.00 1 101.00 4.63 0.047a Significant 0.0012 1 0.0012 0.26 0.614
A * C 98.51 1 98.51 4.51 0.049a Significant 0.0441 1 0.0441 9.40 0.0061
A * D 46.72 1 46.72 2.14 0.162 0.0006 1 0.0006 0.13 0.718
B * C 24.21 1 24.21 1.11 0.307 0.0121 1 0.0121 2.58 0.123
B * D 26.42 1 26.42 1.21 0.287 0.0000 1 0.0000 0.005 0.942
C * D 6.79 1 6.79 0.311 0.584 0.0256 1 0.0256 5.46 0.030a Significant
Residual 349.15 16 21.82 20
Lack of fit 277.05 10 27.70 2.31 0.1594 Not significant 14 1.76 0.2500 Not significant
Pure Error 72.11 6 12.02 6
Core total 1114.22 30 30
R2 = 70.59% Adjusted R2 = 44.85% R2 = 72.58% Adjusted R2 = 48.58%

aSignificant value