| Literature DB >> 23365723 |
Gabriela L Vitcosque1, Rafael F Fonseca, Ursula Fabiola Rodríguez-Zúñiga, Victor Bertucci Neto, Sonia Couri, Cristiane S Farinas.
Abstract
Biomass-degrading enzymes are one of the most costly inputs affecting the economic viability of the biochemical route for biomass conversion into biofuels. This work evaluates the effects of operational conditions on biomass-degrading multienzyme production by a selected strain of Aspergillus niger. The fungus was cultivated under solid-state fermentation (SSF) of soybean meal, using an instrumented lab-scale bioreactor equipped with an on-line automated monitoring and control system. The effects of air flow rate, inlet air relative humidity, and initial substrate moisture content on multienzyme (FPase, endoglucanase, and xylanase) production were evaluated using a statistical design methodology. Highest production of FPase (0.55 IU/g), endoglucanase (35.1 IU/g), and xylanase (47.7 IU/g) was achieved using an initial substrate moisture content of 84%, an inlet air humidity of 70%, and a flow rate of 24 mL/min. The enzymatic complex was then used to hydrolyze a lignocellulosic biomass, releasing 4.4 g/L of glucose after 36 hours of saccharification of 50 g/L pretreated sugar cane bagasse. These results demonstrate the potential application of enzymes produced under SSF, thus contributing to generate the necessary technological advances to increase the efficiency of the use of biomass as a renewable energy source.Entities:
Year: 2012 PMID: 23365723 PMCID: PMC3544265 DOI: 10.1155/2012/248983
Source DB: PubMed Journal: Enzyme Res ISSN: 2090-0414
Full factorial design for multienzyme production under different operational conditions.
| Run | Levels | Responses | ||||
|---|---|---|---|---|---|---|
| Inlet air relative humidity (%) | Flow rate (mL/min) | Substrate initial moisture (%) | FPase (IU/g) | Endoglucanase (IU/g) | Xylanase (IU/g) | |
| 1 | −1 (60) | −1 (12) | −1 (60) | 0.21 | 29.9 | 48.8 |
| 2 | 1 (80) | −1 (12) | −1 (60) | 0.19 | 32.8 | 47.9 |
| 3 | −1 (60) | 1 (36) | −1 (60) | 0.20 | 27.5 | 48.2 |
| 4 | 1 (80) | 1 (36) | −1 (60) | 0.13 | 30.1 | 44.6 |
| 5 | −1 (60) | −1 (12) | 1 (80) | 0.23 | 31.2 | 49.3 |
| 6 | 1 (80) | −1 (12) | 1 (80) | 0.23 | 37.5 | 48.9 |
| 7 | −1 (60) | 1 (36) | 1 (80) | 0.23 | 30.7 | 50.7 |
| 8 | 1 (80) | 1 (36) | 1 (80) | 0.16 | 38.0 | 50.6 |
| 9 | 0 (70) | 0 (24) | 0 (70) | 0.21 | 40.7 | 51.8 |
| 10 | 0 (70) | 0 (24) | 0 (70) | 0.17 | 42.6 | 53.7 |
| 11 | 0 (70) | 0 (24) | 0 (70) | 0.18 | 40.8 | 51.2 |
Central composite design for multienzyme production under different inlet air relative humidity and initial substrate moisture content conditions.
| Run | Levels | Enzymes (IU/g) | |||
|---|---|---|---|---|---|
| Inlet air relative humidity (%) | Substrate initial moisture (%) | FPase | Endoglu-canase | Xylanase | |
| 1 | −1 (60) | −1 (60) | 0.18 | 33.9 | 42.0 |
| 2 | +1 (80) | −1 (60) | 0.15 | 30.2 | 42.0 |
| 3 | −1 (60) | +1 (80) | 0.22 | 34.9 | 48.6 |
| 4 | +1 (80) | +1 (80) | 0.22 | 33.4 | 51.1 |
| 5 | −1,41 (56) | 0 (70) | 0.07 | 35.2 | 39.2 |
| 6 | 1.41 (84) | 0 (70) | 0.16 | 31.2 | 30.9 |
| 7 | 0 (70) | −1,41 (56) | 0.20 | 30.2 | 49.8 |
| 8 | 0 (70) | 1.41 (84) | 0.20 | 39.3 | 41.6 |
| 9 | 0 (70) | 0 (70) | 0.16 | 34.2 | 40.9 |
| 10 | 0 (70) | 0 (70) | 0.13 | 33.1 | 38.1 |
| 11 | 0 (70) | 0 (70) | 0.09 | 33.4 | 39.3 |
Effects of independent variables on multienzyme activity, based on 23 full factorial design experiments.
| FPase | Endoglucanase | Xylanase | ||||
|---|---|---|---|---|---|---|
| Effect |
| Effect |
| Effect |
| |
| Mean | 0.195** | 0.000 | 34.711* | 0.000 | 49.621* | 0.000 |
| (1) Inlet air relative humidity | −0.041** | 0.033 | 4.762* | 0.023 | −1.270 | 0.293 |
| (2) Flow rate | −0.034** | 0.054 | −1.263 | 0.230 | −0.175 | 0.864 |
| (3) Substrate initial moisture | 0.033** | 0.060 | 4.259* | 0.029 | 2.487 | 0.109 |
| 1 × 2 | −0.030** | 0.080 | 0.198 | 0.814 | −0.601 | 0.572 |
| 1 × 3 | 0.003 | 0.801 | 2.038 | 0.110 | 0.996 | 0.383 |
| 2 × 3 | −0.003 | 0.824 | 1.247 | 0.234 | 1.757 | 0.190 |
|
| 0.88211 | 0.34182 | 0.42923 | |||
*Significant at 0.05 level; **Significant at 0.1 level; R: coefficient of determination.
Values of coefficients, and statistical analysis of multienzyme activity, based on central composite design experiments.
| FPase | Endoglucanase | Xylanase | ||||
|---|---|---|---|---|---|---|
| Coefficient |
| Coefficient |
| Coefficient |
| |
| Mean | 0.13** | 0.025 | 33.56* | 0.000 | 39.39* | 0.000 |
| Inlet air humidity | 0.01 | 0.401 | −1.35* | 0.022 | −1.15 | 0.155 |
| Inlet air humidity | 0.00 | 0.804 | −0.39 | 0.245 | −0.79 | 0.325 |
| Substrate initial moisture | 0.01 | 0.375 | 2.14* | 0.009 | 0.53 | 0.410 |
| Substrate initial moisture | 0.05** | 0.092 | 0.37 | 0.268 | 4.57* | 0.017 |
|
| 0.01 | 0.708 | 0.54 | 0.198 | 0.66 | 0.460 |
|
| 0.61511 | 0.77479 | 0.46473 | |||
|
| 1.60 | 13.76 | 0.87 | |||
|
| 0.46 | 3.09 | 0.17 | |||
*Significant at 0.05 level; **Significant at 0.1 level; R: coefficient of determination.
Figure 1Response surface plot for the effects of initial substrate moisture content and inlet air relative humidity on endoglucanase activity.
Composition of lignocellulosic materials [13].
| Cellulose (%) | Hemicellulose (%) | Lignin (%) | Protein (%) | |
|---|---|---|---|---|
| Soybean meal | 34.59 | 18.13 | 9.78 | 43.22 |
| Wheat bran | 10.86 | 28.88 | 4.89 | 17.61 |
| Pretreated sugarcane bagasse | 61.50 | 4.51 | 32.05 | — |
Figure 2Kinetics of multienzyme production during A. niger cultivation in soybean meal at 84% initial moisture content, with a flow rate of 24 mL/min and an inlet air relative humidity of 70%. (●) FPase, (♦) endoglucanase, (▪) xylanase.
Figure 3Endoglucanase production kinetics and cumulative CO2 production (full line, left y axis) during A. niger cultivation in soybean meal at 84% initial moisture content, with a flow rate of 24 mL/min and an inlet air relative humidity of 70%.
Comparison of biomass-degrading enzymes production by Aspergillus strains cultivated under SSF.
| Organism | Substrate | Incubation time | Xylanase (IU/g) | Endoglucanase (IU/g) | FPAse (IU/g) | Reference |
|---|---|---|---|---|---|---|
|
| Corn stover | 96 h | — | 563 | 231 | [ |
|
| Wheat bran | 96 h | — | 310 | 17 | [ |
|
| Rice straw | 5 days | 2800 | 240.2 | 9.73 | [ |
|
| Rice straw | 7 days | — | 233.7 | 10.96 | [ |
|
| Apple pomace | 48 h | 1412.58 | 172.31 | 133.68 | [ |
|
| Soybean bran | 5 days | 484.2 | 152 | 5.6 | [ |
|
| Wheat bran | 72 h | — | 135.44 | 4.55 | [ |
|
| Rice straw | 4–6 days | 5070 | 129 | 19.5 | [ |
|
| Orange peels | 6 days | 77.1 | 60.5 | — | [ |
|
| Wheat bran | 72 h | — | 56.1 | — | [ |
|
| Soybean meal | 96 h | 47.7 | 35.1 | 0.55 | This work |
|
| Wheat bran | 48 h | 170 | 30 | 1.13 | [ |
|
| Sugarcane bagasse | 8 days | — | 28.96 | — | [ |
|
| Wheat bran | 72 h | — | 21 | 0.4 | [ |
|
| Wheat bran and rice straw | 5 days | 740 | 12.94 | 6.28 | [ |
|
| Mango residue | 74 h | — | 7.26 | 2.55 | [ |
|
| Grape pomace and orange peels | 10 days | 32 | 5.4 | — | [ |
|
| Mango peel | 24 h | 50.82 | — | 8.75 | [ |
|
| Sugarcane bagasse and soybean meal | 96 h | 3099 | — | — | [ |
Figure 4Hydrolysis of 5% (w/v) steam-pretreated sugarcane bagasse at pH 4.8 and 50°C, using enzyme cocktails produced during A. niger cultivation in soybean meal at 84% initial moisture content, with a flow rate of 24 mL/min and an inlet air relative humidity of 70%. (●) Glucose, (⚪) xylose.