| Literature DB >> 26180784 |
Susan Grace Karp1, Vincenza Faraco2, Antonella Amore2, Luiz Alberto Junior Letti3, Vanete Thomaz Soccol3, Carlos Ricardo Soccol3.
Abstract
Laccases are oxidative enzymes related to the degradation of phenolic compounds, including lignin units, with concomitant reduction of oxygen to water. Delignification is a necessary pretreatment step in the process of converting plant biomass into fermentable sugars. The objective of this work was to optimize the production of laccases and to evaluate the delignification of sugarcane bagasse by Pleurotus ostreatus in solid-state fermentation. Among eight variables (pH, water activity, temperature, and concentrations of CuSO4, (NH4)2SO4, KH2PO4, asparagine, and yeast extract), copper sulfate and ammonium sulfate concentrations were demonstrated to significantly influence laccase production. The replacement of ammonium sulfate by yeast extract and the addition of ferulic acid as inducer provided increases of 5.7- and 2.0-fold, respectively, in laccase activity. Optimization of laccase production as a function of yeast extract, copper sulfate, and ferulic acid concentrations was performed by response surface methodology and optimal concentrations were 6.4 g/L, 172.6 μM, and 1.86 mM, respectively. Experimentally, the maximum laccase activity of 151.6 U/g was produced at the 5th day of solid-state fermentation. Lignin content in sugarcane bagasse was reduced from 31.89% to 26.36% after 5 days and to 20.79% after 15 days by the biological treatment of solid-state fermentation.Entities:
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Year: 2015 PMID: 26180784 PMCID: PMC4477062 DOI: 10.1155/2015/181204
Source DB: PubMed Journal: Biomed Res Int Impact factor: 3.411
Plackett-Burman design to select significant variables to be optimized in the production of laccase by solid state fermentation in sugarcane bagasse.
| Levels | Variables | |||||||
|---|---|---|---|---|---|---|---|---|
| pH |
|
| CuSO4 | (NH4)2SO4 | KH2PO4 | Asnb | YEc | |
| °C |
| g/L | g/L | g/L | g/L | |||
| −1 | 5.0 | 0.993 | 25 | 0 | 1.5 | 1 | 0 | 0 |
| +1 | 6.0 | 0.999 | 33 | 150 | 2.5 | 2 | 0.6 | 0.5 |
aWater activity; basparagine; cyeast extract.
Central composite design for the modeling of laccase production by solid-state fermentation in sugarcane bagasse.
| Levels | Variables | ||
|---|---|---|---|
| Yeast extract g/L | CuSO4
| Ferulic acid mM | |
| −1.68 | 1.96 | 24 | 0.32 |
| −1 | 4 | 75 | 1 |
| 0 | 7 | 150 | 2 |
| +1 | 10 | 225 | 3 |
| +1.68 | 12.04 | 276 | 3.68 |
Results of laccase activity obtained for the Plackett-Burman experiments after 5 days of solid-state fermentation on sugarcane bagasse.
| Variables and corresponding levels | Activity | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| pH |
|
| [Cu2+]c | [N]d | [PK]e | [Asn]f | [YE]g | U/g | |
| 1 | 1 | −1 | 1 | −1 | −1 | −1 | 1 | 1 | 2.091 |
| 2 | 1 | 1 | −1 | 1 | −1 | −1 | −1 | 1 | 7.420 |
| 3 | −1 | 1 | 1 | −1 | 1 | −1 | −1 | −1 | 3.278 |
| 4 | 1 | −1 | 1 | 1 | −1 | 1 | −1 | −1 | 7.366 |
| 5 | 1 | 1 | −1 | 1 | 1 | −1 | 1 | −1 | 11.45 |
| 6 | 1 | 1 | 1 | −1 | 1 | 1 | −1 | 1 | 4.294 |
| 7 | −1 | 1 | 1 | 1 | −1 | 1 | 1 | −1 | 6.825 |
| 8 | −1 | −1 | 1 | 1 | 1 | −1 | 1 | 1 | 10.94 |
| 9 | −1 | −1 | −1 | 1 | 1 | 1 | −1 | 1 | 11.18 |
| 10 | 1 | −1 | −1 | −1 | 1 | 1 | 1 | −1 | 3.729 |
| 11 | −1 | 1 | −1 | −1 | −1 | 1 | 1 | 1 | 1.914 |
| 12 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | 2.755 |
| Ch | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7.318 |
| C′ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6.727 |
Note: enzyme activities in units per gram of dry substrate.
aWater activity; btemperature; cCuSO4 concentration; d(NH4)2SO4 concentration; eKH2PO4 concentration; fasparagine concentration; gyeast extract concentration; hC and C′ represent the duplicates of the intermediate level.
Effect of inorganic and organic nitrogen sources and different inducers, Cu2+ and ferulic acid (Fer), on the level of laccase activity produced by the strain P. ostreatus 22 Em after 5 days of fermentation on sugarcane bagasse.
| N source (g/L) | Inducer | U/g dry substrate |
|---|---|---|
| Ammonium sulfate | ||
| 2.5 | CuSO4 150 | 9.942 ± 1.97 |
| Yeast extract | ||
| 2.5 | 0 | 2.970 ± 0.651 |
| 2.5 | CuSO4 150 | 44.23 ± 2.44 |
| 2.5 | CuSO4 150 | 89.18 ± 3.95 |
| 7.5 | CuSO4 150 | 56.25 ± 5.08 |
Results of laccase activity obtained for the central composite design experiments after 5 days of solid-state fermentation on sugarcane bagasse.
| Variables | Response | |||
|---|---|---|---|---|
| Yeast extract g/L | CuSO4
| Ferulic acid mM | Activity U/g | |
| 1 | 4 | 75 | 1 | 61.30 |
| 2 | 10 | 75 | 1 | 51.02 |
| 3 | 4 | 225 | 1 | 98.12 |
| 4 | 10 | 225 | 1 | 58.80 |
| 5 | 4 | 75 | 3 | 50.90 |
| 6 | 10 | 75 | 3 | 46.60 |
| 7 | 4 | 225 | 3 | 68.80 |
| 8 | 10 | 225 | 3 | 65.60 |
| 9 | 1.96 | 150 | 2 | 82.19 |
| 10 | 12.04 | 150 | 2 | 52.75 |
| 11 | 7 | 24 | 2 | 62.33 |
| 12 | 7 | 276 | 2 | 35.91 |
| 13 | 7 | 150 | 0.32 | 48.03 |
| 14 | 7 | 150 | 3.68 | 89.43 |
| 15 | 7 | 150 | 2 | 158.8 |
| 16 | 7 | 150 | 2 | 149.4 |
Note: enzyme activities in units per gram of dry substrate.
Regression coefficients and identification of significant variables (P < 0.05) for laccase production using central composite design, R 2 = 0.8753.
| Factor | Coefficients | Standard error |
|
|
|---|---|---|---|---|
| Intercept | −249.9 | 80.11 | −3.120 | 0.02059 |
| Yeast extract (La) | 41.53 | 12.19 | 3.405 | 0.01440 |
| Yeast extract (Qb) | −3.236 | 0.7220 | −4.482 | 0.004182 |
| Cu²+ (L) | 2.071 | 0.4551 | 4.550 | 0.003890 |
| Cu²+ (Q) | −0.0060 | 0.00116 | −5.483 | 0.001539 |
| Ferulic acid (L) | 106.7 | 34.13 | 3.127 | 0.02040 |
| Ferulic acid (Q) | −28.68 | 6.498 | −4.414 | 0.004501 |
aLinear; bquadratic.
Experiments for the verification of the predicted model of laccase production after 5 days of solid-state fermentation on sugarcane bagasse.
| Yeast extract (g/L) | CuSO4 ( | Ferulic acid (mM) | Predicted (U/g) | Experimental (U/g) |
|---|---|---|---|---|
| 4.0 | 75 | 1.0 | 64.04 | 79.74 ± 7.94 |
| 5.5 | 112.5 | 1.5 | 133.2 | 114.7 ± 7.17 |
| 6.4 | 172.6 | 1.86 | 161.3 | 155.3 ± 5.92 |
| 7.0 | 150 | 2.0 | 156.6 | 149.2 ± 4.95 |
| 8.5 | 187.5 | 2.5 | 134.2 | 122.9 ± 5.12 |
| 10 | 225 | 3.0 | 66.01 | 95.17 ± 7.75 |
Note: enzyme activities in units per gram of dry substrate.
Figure 1Kinetics of laccase production on solid-state fermentation of sugarcane bagasse by P. ostreatus 22 Em under optimized conditions: 6.4 g/L yeast extract, 172.6 μM CuSO4, and 1.86 mM ferulic acid.
Physicochemical composition of sugarcane bagasse, before and after biotreatment.
| Sugarcane bagasse | Bagasse prepared for biotreatment | Biotreated bagasse 5 days | Biotreated bagasse 10 days | Biotreated bagasse 15 days | |
|---|---|---|---|---|---|
| Lignin (%) | 31.89 | 28.48 | 26.36 | 22.37 | 20.79 |
| Holocellulose (%) | 63.36 | 63.30 | 64.38 | 67.84 | 69.12 |
| Extractives (%) | 2.15 | 5.88 | 5.57 | 6.05 | 6.17 |
| Ashes (%) | 2.60 | 2.34 | 3.69 | 3.74 | 3.92 |
| Moisture (%) | 7.57 | 91.6 | 88.28 | 87.71 | 85.91 |
Note: percentages of lignin, holocellulose, extractives, and ashes are in moisture free basis. Average standard deviations were 0.367 for lignin, 0.165 for extractives, 0.233 for ashes, and 0.0587 for moisture.