| Literature DB >> 33553710 |
Steffy Angural1, Indu Bala1, Aditya Kumar1, Deepak Kumar1, Sunena Jassal1, Naveen Gupta1.
Abstract
The Application of a combination of enzymes is the best alternative to reduce the use of chemicals in the paper industry. Bacillus sp. NG-27 and Bacillus nealsonii PN-11 are known to produce thermoalkali stable xylanse (X) and mannanase (M) respectively having potential for pulp biobleaching. The Present study, reports the production of a mixture of X + M by co-culturing of strains in SSF and standardizing its application for pulp biobleaching. Production of enzymes by co-cultivation in SSF was optimized by statistical methods. Substantial increase in the yield of enzymes; 3.61 fold of xylanase and 37.71 fold of mannanase was achieved. Application of enzyme cocktail for pulp biobleaching resulted in a 45.64% reduction of kappa number with 55 IU g-1odp of enzyme dose (xylanase:mannanase; 3:1) at pH 8.0 in 1h at 65 °C along with significant increase in brightness (11%) and whiteness (75%). The Same quality of paper as made up from chemical treated pulp can be made from enzyme-treated pulp with 30% less use of chlorine. Structural analysis of enzyme-treated pulp showed dissolution of hemicellulose as indicated by pores, cracks and increased roughness all over the surface. Cocktail of X + M produced economically in a single fermentation having all the requisite characteristics for pulp biobleaching is a highly suitable candidate for application in the pulp and paper industry.Entities:
Keywords: Biobleaching; Biological sciences; Biotechnology; Co-culturing; Environmental science; Enzymology; Mannanase; Microbiology; Optimization; Solid-state fermentation; Xylanase
Year: 2021 PMID: 33553710 PMCID: PMC7855340 DOI: 10.1016/j.heliyon.2020.e05673
Source DB: PubMed Journal: Heliyon ISSN: 2405-8440
Optimization of enzymes (X + M) production by classical OVAT method.
| Unit | Range | Optimum | Xylanase Activity (IUg−1) | Mannanase Activity (IUg−1) | |
|---|---|---|---|---|---|
| - | - | - | 43.1 ± 0.3 | 1.4 ± 0.65 | |
| Type of substrate | G | Wheat bran | Wheat bran | 48.8 ± 0.54 | 13.8 ± 0.14 |
| Incubation time | h | 24–120 | 120 | 76 ± 0.42 | 19.1.9 ± 0.72 |
| Incubation Temperature | °C | 25–45 | 37 | 78.6 ± 0.64 | 20.9 ± 0.24 |
| Moisture ratio | % | 1:1–1:4 | 1:2 | 88 ± 0.42 | 23.8 ± 0.72 |
| Inoculum size; 1:1 | % | 0.5–2.0 | 1.0 | 98.0 ± 0.52 | 28.8 ± 0.25 |
Initial Unoptimized conditions: Incubation time: 120h; temperature: 37 °C; Moisture ratio- 1:1; inoculums size 0.5%.
Central composite design matrix with experimental and predicted values of xylanase and mannanase yield.
| Factor % (W/V) | Xylanase activity IUg−1 | Mannanase activity IUg−1 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Run | A: Incubation temperature | B: Moisture Ratio | C: Inoculum size | D: Incubation time | Actual | Predicted | Residual | Actual | Predicted | Residual |
| 1 | 33.5 | 5 | 0.75 | 96 | 16 | 23.56 ± 0.62 | -7.56 | 10.24 | 12.26 ± 1.76 | -2.02 |
| 2 | 37 | 4 | 1 | 72 | 39 | 28.69 ± 1.25 | 10.31 | 16.8 | 18.22 ± 1.45 | -1.42 |
| 3 | 30 | 4 | 1 | 72 | 30.5 | 29.50 ± 0.83 | 1.0000 | 11.2 | 6.88 ± 1.25 | 4.32 |
| 4 | 33.5 | 3 | 0.75 | 96 | 99 | 109.30 ± 0.25 | -10.30 | 40.4 | 41.00 ± 0.65 | -0.6000 |
| 5 | 33.5 | 3 | 0.75 | 96 | 156 | 109.30 ± 1.43 | 46.70 | 52.8 | 41.00 ± 0.99 | 11.80 |
| 6 | 37 | 2 | 0.5 | 72 | 151 | 149.60 ± 1.61 | 1.40 | 12.4 | 12.15 ± 1.45 | 0.2517 |
| 7 | 33.5 | 3 | 0.75 | 96 | 102 | 109.30 ± 1.5 | -7.30 | 41.2 | 41.00 ± 2.1± | 0.2000 |
| 8 | 30 | 4 | 1 | 120 | 150 | 149.52 ± 0.94 | 0.4792 | 31.6 | 31.09 ± 1.89 | 0.5117 |
| 9 | 30 | 4 | 0.5 | 120 | 95 | 81.00 ± 0.76 | 14.00 | 32 | 29.25 ± 1.47 | 2.75 |
| 10 | 37 | 2 | 1 | 120 | 141 | 145.27 ± 1.42 | -4.27 | 53.8 | 52.85 ± 2.45 | 0.9517 |
| 11 | 30 | 2 | 1 | 120 | 144 | 132.33 ± 1.65 | 11.67 | 49.2 | 48.41 ± 2.21 | 0.7933 |
| 12 | 33.5 | 3 | 0.25 | 96 | 80 | 85.48v1.43 | -5.48 | 16 | 18.27 ± 1.35 | -2.27 |
| 13 | 33.5 | 3 | 0.75 | 96 | 90 | 109.30 ± 1.89 | -19.30 | 41.2 | 41.00 ± 0.89 | 0.2000 |
| 14 | 33.5 | 3 | 0.75 | 96 | 102 | 109.30 ± 1.34 | -7.30 | 44 | 41.00 ± 0.65 | 3.00 |
| 15 | 40.5 | 3 | 0.75 | 96 | 110 | 108.31 ± 1.25 | 1.69 | 36 | 34.21 ± 1.45 | 1.79 |
| 16 | 33.5 | 3 | 0.75 | 144 | 154 | 157.65 ± 0.65 | -3.65 | 46.4 | 47.27 ± 1.78 | -0.8717 |
| 17 | 37 | 2 | 0.5 | 120 | 108 | 98.50 ± 0.76 | 9.50 | 19.8 | 21.31 ± 1.1 | -1.51 |
| 18 | 30 | 2 | 0.5 | 120 | 85 | 93.44 ± 1.25 | -8.44 | 26.4 | 24.22 ± 1.45 | 2.18 |
| 19 | 37 | 4 | 0.5 | 120 | 44 | 49.94 ± 2.1 | -5.94 | 29 | 29.29 ± 2.4 | -0.2883 |
| 20 | 30 | 2 | 0.5 | 72 | 130 | 122.17 ± 2.2 | 7.83 | 14 | 11.11 ± 1.24 | 2.89 |
| 21 | 33.5 | 3 | 1.25 | 96 | 77 | 83.90 ± 1.54 | -6.90 | 36.4 | 37.71 ± 1.46 | -1.31 |
| 22 | 37 | 4 | 0.5 | 72 | 68 | 69.17 ± 1.54 | -1.17 | 25 | 22.98 ± 1.67 | 2.02 |
| 23 | 33.5 | 1 | 0.75 | 96 | 82 | 86.81 ± 1.98 | -4.81 | 17.2 | 18.75 ± 0.97 | -1.55 |
| 24 | 37 | 2 | 1 | 72 | 76 | 79.50 ± 2.2 | -3.50 | 29.8 | 29.74 ± 1.45 | 0.0600 |
| 25 | 33.5 | 3 | 0.75 | 96 | 106.8 | 109.30 ± 1.25 | -2.50 | 26.4 | 41.00 ± 1.76 | -14.60 |
| 26 | 30 | 2 | 1 | 72 | 52 | 44.19 ± 1.87 | 7.81 | 22.4 | 21.35 ± 1.24 | 1.05 |
| 27 | 37 | 4 | 1 | 120 | 129 | 126.33 ± 1.54 | 2.67 | 38.4 | 38.48 ± 1.5 | -0.0800 |
| 28 | 33.5 | 3 | 0.75 | 48 | 80 | 88.73 ± 2.23 | -8.73 | 11.2 | 13.91 ± 2.4 | -2.71 |
| 29 | 30 | 4 | 0.5 | 72 | 84 | 77.85 ± 1.43 | 6.15 | 18.8 | 18.99 ± 1.43 | -0.1883 |
| 30 | 26.5 | 3 | 0.75 | 96 | 90 | 104.06 ± 2.71 | -14.06 | 20.4 | 25.77 ± 1.94 | -5.37 |
Values represent mean ± Standard deviation (n = 3).
Figure 1Three dimensional response surface plots showing the yield of xylanase [a] moisture ratio and incubation temperature; [b] inoculum size and incubation temperature [c] incubation time and incubation temperature; [d] inoculum size and moisture ratio; [e] incubation time and moisture ratio; [f] incubation time and inoculums size.
Figure 2Three dimensional response surface plots showing the yield of mannanase [a] moisture ratio and incubation temperature; [b] inoculum size and incubation temperature [c] incubation time and incubation temperature; [d] inoculum size and moisture ratio; [e] incubation time and moisture ratio; [f] incubation time and inoculums size.
Central composite design matrix with actual and predictive values of reduction in kappa number.
| Run | Enzymes Dose (IU godp−1) (xylanase:mannanase) (3:1) | Time (h) | pH | Temp. (ºC) | Kappa number reduction (%) | Predicted value | Residual Activity |
|---|---|---|---|---|---|---|---|
| 1 | 25 | 60 | 8 | 65 | 9.12 ± 0.56 | 9.73 | -0.6075 |
| 2 | 40 | 90 | 7 | 55 | 44.52 ± 1.21 | 39.82 | 4.70 |
| 3 | 55 | 60 | 8 | 65 | 39.59 ± 0.95 | 35.93 | 3.66 |
| 4 | 70 | 30 | 7 | 55 | 44.47 ± 0.58 | 44.46 | 0.0125 |
| 5 | 40 | 30 | 9 | 75 | 7.12 ± 1.1 | 4.86 | 2.26 |
| 6 | 55 | 60 | 6 | 65 | 38.35 ± 0.94 | 37.01 | 1.34 |
| 7 | 55 | 60 | 8 | 45 | 44.53 ± 1.25 | 43.99 | 0.5408 |
| 8 | 55 | 120 | 8 | 65 | 15.63 ± 1.64 | 19.11 | -3.48 |
| 9 | 70 | 30 | 9 | 75 | 22.76 ± 0.89 | 23.75 | -0.9875 |
| 10 | 55 | 60 | 8 | 65 | 36.11 ± 0.45 | 35.93 | 0.1783 |
| 11 | 70 | 90 | 9 | 75 | 7.12 ± 0.98 | 4.83 | 2.29 |
| 12 | 70 | 30 | 7 | 75 | 43.59 ± 0.48 | 40.66 | 2.93 |
| 13 | 70 | 90 | 7 | 55 | 20.52 ± 0.74 | 23.81 | -3.29 |
| 14 | 40 | 30 | 7 | 75 | 9.9 ± 1.2 | 11.66 | -1.76 |
| 15 | 40 | 30 | 9 | 55 | 20.54 ± 1.45 | 17.91 | 2.63 |
| 16 | 70 | 90 | 7 | 75 | 19.1 ± 0.65 | 18.01 | 1.09 |
| 17 | 55 | 60 | 8 | 65 | 45.64 ± 0.45 | 35.93 | 9.71 |
| 18 | 85 | 60 | 8 | 65 | 10.52 ± 0.23 | 12.61 | -2.09 |
| 19 | 55 | 60 | 8 | 65 | 38.6 ± 0.37 | 35.93 | 2.67 |
| 20 | 55 | 60 | 8 | 65 | 30.52 ± 1.35 | 35.93 | -5.41 |
| 21 | 55 | 0 | 8 | 65 | 23.9 ± 1.49 | 23.12 | 0.7825 |
| 22 | 40 | 90 | 9 | 55 | 32.6 ± 0.44 | 36.55 | -3.95 |
| 23 | 70 | 90 | 9 | 55 | 15.9 ± 1.12 | 10.43 | 5.47 |
| 24 | 55 | 60 | 10 | 65 | 12.8 ± 0.89 | 16.83 | -4.03 |
| 25 | 70 | 30 | 9 | 55 | 26.7 ± 0.94 | 27.35 | -0.6517 |
| 26 | 40 | 30 | 7 | 55 | 21.6 ± 0.85 | 24.91 | -3.31 |
| 27 | 40 | 90 | 7 | 75 | 24.2 ± 0.69 | 24.57 | -0.3683 |
| 28 | 40 | 90 | 9 | 75 | 25.2 ± 0.45 | 21.50 | 3.70 |
| 29 | 55 | 60 | 8 | 85 | 21.9 ± 0.57 | 25.14 | -3.24 |
| 30 | 55 | 60 | 8 | 65 | 25.13 ± 1.19 | 35.93 | -10.80 |
Values represent mean ± Standard deviation (n = 3).
Figure 3Three dimensional response surface plots showing the reduction in kappa no. [a] incubation time and enzyme doze; [b] pH and enzyme doze [c] incubation temperature and enzyme doze; [d] pH and incubation time; [e] incubation time and incubation temperature; [f] incubation temperature and pH.
Effect of enzyme treatment (X + M) on pulp and reduction of chlorine consumption in chemical based biobleaching.
| A | ||||
|---|---|---|---|---|
| Parameters | U | X + M# | % improvement | |
| Kappa no. | 15.2 ± 0.32 | 8.2 ± 0.20 | ||
| Brightness (%) | 28.60 ± 0.25 | 30.31 ± 0.24 | ||
| Whiteness (%) | -41.25 ± 0.40 | -39.72 ± 0.38 | ||
| Chlorine charged | 100% | 100% | 80% | 60% |
| Brightness (%) | 46.78 ± 0.39 | 49.54 ± 0.15 | 47.25 ± 0.16 | 44.42 ± 0.33 |
| Whiteness (%) | -18.81 ± 0.34 | -14.62 ± 0.27 | -16.10 ± 0.18 | -19.36 ± 0.16 |
| Brightness (%) | ||||
| Whiteness (%) | ||||
Particular parts of the table were made bold to highlights the important result.
U = Untreated pulp.
X+M = Xylanase+Mannanase.
Figure 4Scanning electron micrographs of mixedwood pulp (A) untreated, (B) xylanse and mannanase treated.
Figure 5FTIR analysis of pulp fibres. a) Control Pulp (Without enzymatic treatment) b) Pulp treated with concoction of xylanase and mannanase.