TABLE 2.
Coefficients determined for response models
Parameter | Response (y)a
|
||
---|---|---|---|
EPS concn (mg/ml) | CFU/ml | Time to endpoint (h)b | |
Constant (β0) | 235.82 | 1.8 × 108 | 12.8 |
Temp (β1) | −4.64c | 1.8 × 107c | −1.7d |
pH (β2) | NIe | 1.75 × 108d | −14.5d |
Casitone (β3) | 2.34c | NI | −0.3c |
Temp × pH (β4) | NI | 3.4 × 107f | 0.9f |
Temp × Casitone (β5) | −0.57c | NI | NI |
pH × Casitone (β6) | NI | 6.3 × 106 | −0.2 |
Temp2 (β7) | −2.17f | NI | 0.2f |
pH2 (β8) | −20.91 | 7.5 × 107 | 9.9d |
Casitone (β9) | 0.24 | 9.4 × 105 | 0.05c |
r2g | 0.838 | 0.923 | 0.983 |
Ph | 0.011 | 0.0005 | 0.0000 |
Y = β0 + β1(T − 40) + β2(pH − 5) + β3(casitone − 20) + β4(T − 40) (pH − 5) + β5(T − 40)(casitone − 20) + β6(pH − 5)(casitone − 20) + β7(T − 40)2 + β8(pH − 5)2 + β9(casitone − 20)2, where T is the temperature of fermentation (°C), pH is the pH of the medium during fermentation, and casitone is grams of Bacto-casitone per liter of growth medium.
Time at which 90% of the glucose in the growth medium was utilized by the organism. Time to endpoint had a significant lack of fit (P < 0.05) with the response surface model.
Significantly different at P < 0.05.
Significantly different at P < 0.001.
NI, not included. Inclusion of this coefficient in the model did not improve the fit.
Significantly different at P < 0.01.
Regression coefficient of the model to predict the particular response variable.
P value for the model to predict the particular response variable.