| Literature DB >> 26413066 |
Patrícia S Malheiros1, Voltaire Sant'Anna2, Svetoslav D Todorov3, Bernadette D G M Franco3.
Abstract
Lactobacillus sakei subsp. sakei 2a is a bacteriocinogenic lactic acid bacterium isolated from Brazilian pork sausage, capable of inhibiting the growth of microbial pathogens, mainly Listeria monocytogenes. In order to optimize bacteriocin production for industrial applications, this study evaluated the effect of supplementation of MRS broth with glucose, Tween 20, Tween 80, sodium citrate, potassium chloride and cysteine, and effect of the initial pH and temperature of incubation of the medium on production of bacteriocins by L. sakei 2a. Adding glucose and Tween 20 to the medium, an initial pH of 5.0 or 5.5, and incubation temperatures of 25 °C or 30 °C resulted to the highest bacteriocin yields. Thus, a 2(4) factorial design with the four variables was performed, and statistical analysis showed that it was an adequate model (R (2) = 0.8296). In the studied range, the four parameters significantly influenced bacteriocin production, with the maximum yield produced at an initial pH between 5.5 and 7.0, a temperature between 25 and 30 °C and supplementation of the MRS broth with glucose from 3.25 to 6.0 g L(-1) and Tween 20 from 0.575 to 1.15% (v/v). Response Surface Methodology analysis indicated that the highest bacteriocin production (12800 AU mL(-1)) occurred in the MRS broth supplemented with 5.5 g L(-1) glucose and 1.05% Tween 20 at an initial pH of 6.28 and an incubation temperature of 25 °C. The amount of bacteriocin produced in commercial MRS broths under the same conditions was only 5600AU mL(-1).Entities:
Keywords: Lactobacillus sakei; bacteriocin; optimization; response surface methodology
Mesh:
Substances:
Year: 2015 PMID: 26413066 PMCID: PMC4568879 DOI: 10.1590/S1517-838246320140279
Source DB: PubMed Journal: Braz J Microbiol ISSN: 1517-8382 Impact factor: 2.476
Variables tested for production of bacteriocin by L. sakei 2a in MRS broth
| Variables | Bacteriocin activity
(AU mL−1) | |
|---|---|---|
| Glucose (mg mL−1) | 5.0 | 6000 ± 800 |
| 10 | 8800 ± 1600 | |
| Tween 20 (μL mL−1) | 10 | 8800 ± 1600 |
| 20 | 5600 ± 923 | |
| Tween 80 (μL mL−1) | 10 | 5600 ± 923 |
| 20 | 5200 ± 800 | |
| Sodium citrate (mg mL−1) | 0.3 | 2600 ± 400 |
| 1.0 | 2600 ± 400 | |
| Potassium chloride (mg mL−1) | 0.55 | 2600 ± 400 |
| 3.0 | 2600 ± 400 | |
| Cysteine (mg mL−1) | 0.25 | 5600 ± 923 |
| 0.5 | 5600 ± 923 | |
| 1.0 | 3000 ± 400 | |
| pH | 6.0 | 3000 ± 400 |
| 5.5 | 6400 ± 0 | |
| 5.0 | 6400 ± 0 | |
| 4.5 | 0 | |
| Temperature (°C) | 25 | 3200 ± 0 |
| 30 | 3200 ± 0 | |
| 37 | 0 | |
| 40 | 0 |
Mean ± standard error of two independent experiments.
Different superscripts within the same variable indicate significant differences (p < 0.05).
Experimental design and results for production of bacteriocin by L. sakei 2a
| Run | pH | Glucose (mg mL−1) | Temp (°C) | Tween 20 (μL mL−1) | Bacteriocin production (AU mL−1) | Bacterial growth (log cfu mL−1) | ||
|---|---|---|---|---|---|---|---|---|
|
|
| |||||||
| Observed | Predicted | Observed | Predicted | |||||
| 1 | 5 (−1) | 3.25 (−1) | 25 (−1) | 5.75 (−1) | 4800 ± 0 | 0 | 8.37 ± 0.06 | 6.00 |
| 2 | 7 (+1) | 3.25 (−1) | 25 (−1) | 5.75 (−1) | 6080 ± 716 | 2959.7 | 8.72 ± 0.07 | 7.28 |
| 3 | 5 (−1) | 7.75 (+1) | 25 (−1) | 5.75 (−1) | 3840 ± 876 | 1252.3 | 8.43 ± 0.01 | 6.00 |
| 4 | 7 (+1) | 7.75 (+1) | 25 (−1) | 5.75 (−1) | 9600 ± 0 | 5719.7 | 8.61 ± 0.05 | 7.28 |
| 5 | 5 (−1) | 3.25 (−1) | 35 (+1) | 5.75 (−1) | 40 ± 55 | 0 | 7.21 ± 0.07 | 5.62 |
| 6 | 7 (+1) | 3.25 (−1) | 35 (+1) | 5.75 (−1) | 720 ± 179 | 0 | 8.02 ± 0.02 | 8.18 |
| 7 | 5 (−1) | 7.75 (+1) | 35 (+1) | 5.75 (−1) | 360 ± 89 | 0 | 7.37 ± 0.13 | 8.46 |
| 8 | 7 (+1) | 7.75 (+1) | 35 (+1) | 5.75 (−1) | 1120 ± 438 | 0 | 8.19 ± 0.09 | 8.46 |
| 9 | 5 (−1) | 3.25 (−1) | 25 (−1) | 15.25 (+1) | 6400 ± 0 | 1252.3 | 8.33 ± 0.06 | 8.68 |
| 10 | 7 (+1) | 3.25 (−1) | 25 (−1) | 15.25 (+1) | 9600 ± 0 | 5719.7 | 8.73 ± 0.03 | 9.26 |
| 11 | 5 (−1) | 7.75 (+1) | 25 (−1) | 15.25 (+1) | 3360 ± 1315 | 0 | 8.30 ± 0.05 | 8.46 |
| 12 | 7 (+1) | 7.75 (+1) | 25 (−1) | 15.25 (+1) | 4320 ± 1073 | 2959.7 | 8.78 ± 0.12 | 8.46 |
| 13 | 5 (−1) | 3.25 (−1) | 35 (+1) | 15.25 (+1) | 100 ± 0 | 0 | 7.43 ± 0.05 | 8.46 |
| 14 | 7 (+1) | 3.25 (−1) | 35 (+1) | 15.25 (+1) | 720 ± 179 | 0 | 7.93 ± 0.04 | 8.46 |
| 15 | 5 (−1) | 7.75 (+1) | 35 (+1) | 15.25 (+1) | 100 ± 0 | 0 | 7.42 ± 0.21 | 8.46 |
| 16 | 7 (+1) | 7.75 (+1) | 35 (+1) | 15.25 (+1) | 1280 ± 438 | 0 | 7.88 ± 0.05 | 6.00 |
| 17 | 4 (−2) | 5.5 (0) | 30 (0) | 10.5 (0) | 200 ± 0 | 0 | 6.54 ± 0.17 | 7.28 |
| 18 | 8 (+2) | 5.5 (0) | 30 (0) | 10.5 (0) | 6400 ± 0 | 0 | 7.89 ± 1.11 | 6.00 |
| 19 | 6 (0) | 1 (−2) | 30 (0) | 10.5 (0) | 5760 ± 876 | 2329.6 | 8.55 ± 0.09 | 7.28 |
| 20 | 6 (0) | 10 (+2) | 30 (0) | 10.5 (0) | 8960 ± 1431 | 2329.6 | 8.60 ± 0.04 | 5.62 |
| 21 | 6 (0) | 5.5 (0) | 20 (−2) | 10.5 (0) | 4800 ± 0 | 1402.4 | 8.73 ± 0.19 | 8.18 |
| 22 | 6 (0) | 5.5 (0) | 40 (+2) | 10.5 (0) | 200 ± 0 | 0 | 6.40 ± 0.24 | 8.46 |
| 23 | 6 (0) | 5.5 (0) | 30 (0) | 1.0 (−2) | 4480715 | 1689.6 | 8.40 ± 0.13 | 8.46 |
| 24 | 6 (0) | 5.5 (0) | 30 (0) | 20.0 (+2) | 9600 ± 0 | 1689.6 | 8.67 ± 0.17 | 8.68 |
| 25 | 6 (0) | 5.5 (0) | 30 (0) | 10.5 (0) | 9600 ± 0 | 10026.4 | 8.42 ± 0.10 | 8.46 |
| 26 | 6 (0) | 5.5 (0) | 30 (0) | 10.5 (0) | 9600 ± 0 | 10026.4 | 8.45 ± 0.11 | 8.46 |
| 27 | 6 (0) | 5.5 (0) | 30 (0) | 10.5 (0) | 10880 ± 1752 | 10026.4 | 8.45 ± 0.11 | 8.46 |
Analysis of variance for the model estimated for production of bacteriocin by L. sakei 2a
| Source | Sum of squares | Degrees of freedom | Mean square |
| p-value |
|---|---|---|---|---|---|
| pH (L) | 30016067 | 1 | 30016067 | 54.9611 | 0.0177 |
| pH (Q) | 83388981 | 1 | 83388981 | 152.6898 | 0.0064 |
| Glucose (L) | 153600 | 1 | 153600 | 0.2813 | 0.6488 |
| Glucose (Q) | 19746226 | 1 | 19746226 | 36.1564 | 0.0265 |
| Temperature (L) | 115984067 | 1 | 115984067 | 212.3732 | 0.0046 |
| Temperature (Q) | 101113426 | 1 | 101113426 | 185.1442 | 0.0053 |
| Tween 20 (L) | 3808067 | 1 | 3808067 | 6.9728 | 0.1184 |
| Tween 20 (Q) | 23166670 | 1 | 23166670 | 42.4194 | 0.0227 |
| pH by Glucose | 518400 | 1 | 518400 | 0.9492 | 0.4326 |
| pH by Temperature | 3960100 | 1 | 3960100 | 7.2512 | 0.1146 |
| pH by Tween 20 | 396900 | 1 | 396900 | 0.7267 | 0.4837 |
| Glucose by Temperature | 3097600 | 1 | 3097600 | 5.6719 | 0.1401 |
| Glucose by Tween 20 | 7617600 | 1 | 7617600 | 13.9482 | 0.0648 |
| Temperature by Tween 20 | 22500 | 1 | 22500 | 0.0412 | 0.8579 |
| Lack of fit | 61401033 | 10 | 6140103 | 11.2429 | 0.0843 |
| Pure Error | 1092267 | 2 | 546133 | ||
| Total Some of Square | 366924119 | 26 |
statistically significant (p < 0.05).
(L): linear effect; (Q): quadratic effect.
Figure 1Response surface of bacteriocin production (AU mL−1) by L. sakei 2a in MRS broth as a function of (a) glucose concentration (mg mL−1) and initial pH; (b) Tween 20 concentration (μL mL−1) and temperature (°C); (c) temperature (°C) and initial pH
Analysis of variance for the model and the regression coefficients estimated for production of bacteriocin by L. sakei2a
| Source | Sum of squares | Degrees of freedom | Mean square |
| p-value |
|---|---|---|---|---|---|
| pH (L) | 2.723 | 1 | 2.7235 | 138.3285 | 0.0071 |
| pH (Q) | 0.794 | 1 | 0.79483 | 40.3690 | 0.0238 |
| Glucose (L) | 0.00039 | 1 | 0.00039 | 0.0199 | 0.9007 |
| Glucose (Q) | 0.0156 | 1 | 0.0156 | 0.7957 | 0.4664 |
| Temperature (L) | 5.839 | 1 | 5.8393 | 296.5763 | 0.0033 |
| Temperature (Q) | 1.021 | 1 | 1.0212 | 51.8668 | 0.0187 |
| Tween 20 (L) | 0.00008 | 1 | 0.000085 | 0.0043 | 0.9536 |
| Tween 20 (Q) | 0.00584 | 1 | 0.0058 | 0.2964 | 0.6407 |
| pH by Glucose | 0.00361 | 1 | 0.0036 | 0.1834 | 0.7101 |
| pH by Temperature | 0.1623 | 1 | 0.1623 | 8.2442 | 0.1029 |
| pH by Tween 20 | 0.00000 | 1 | 0.000000 | 0.0000 | 0.9990 |
| Glucose by Temperature | 0.00189 | 1 | 0.00189 | 0.0962 | 0.7858 |
| Glucose by Tween 20 | 0.00441 | 1 | 0.00440 | 0.2239 | 0.6827 |
| Temperature by Tween 20 | 0.00001 | 1 | 0.000007 | 0.0004 | 0.9866 |
| Lack of fit | 0.4302 | 10 | 0.0430 | 2.1851 | 0.3546 |
| Pure Error | 0.0393 | 2 | 0.0196 | ||
| Total Some of Square | 11.1028 | 26 |
statistically significant (P < 0.05).
(L): linear effect; (Q): quadratic effect.
Figure 2Response surface of L. sakei 2a growth (log cfu mL−1) in MRS broth as a function of temperature (°C) and initial pH
Figure 3Bacteriocin activity (−) and bacterial growth (...) of L. sakei 2a in MRS broth supplemented with glucose (5.5 mg mL-1) and Tween 20 (10.5 μL mL−1) at optimal conditions of temperature (25 °C) and initial pH (6.28) (●) or in a commercial MRS broth (Difco) control (■). Each point represents the mean ± standard error of two independent experiments