| Literature DB >> 35496057 |
Amal A Al Mousa1, Nageh F Abo-Dahab2, Abdallah M A Hassane2, Abd El-Rahman F Gomaa2, Jana A Aljuriss3, Noura D Dahmash1.
Abstract
Xylan is the primary hemicellulosic polymer found in lignocellulosic agricultural wastes and can be degraded by xylanase. In the current research, Mucor circinelloides and M. hiemalis were tested for their ability to produce xylanase from tangerine peel by submerged fermentation. Experiments on five variables were designed with Box-Behnken design and response surface methodology. Analysis of variance was exercised, the xylanase output was demonstrated with a mathematical equation as a function of the five factors, and the quixotic states for xylanase biosynthesis was secured. In addition, xylanase was partially purified, characterized, and immobilized on calcium alginate beads. The optimum parameters for xylanase production by M. circinelloides and M. hiemalis were consisted of incubation temperature (30 and 20°C), pH value (9 and 7) incubation period (9 and 9 days), inoculum size (3 and 3 mL), and substrate concentration (3 and 3 g/100 mL), respectively. M. circinelloides and M. hiemalis demonstrated the highest xylanase activities after RSM optimization, with 42.23 and 35.88 U/mL, respectively. The influence of single, interchange, and quadratic factors on xylanase output was investigated using nonlinear regression equations with significant R 2 and p values. The partial purification of M. circinelloides and M. hiemalis xylanase yielded 1.69- and 1.97-fold purification, and 30.74 and 31.34% recovery with 292.08 and 240.15 U/mg specific activity, respectively. Partially purified xylanase from M. circinelloides and M. hiemalis demonstrated the highest activity at neutral pH and 60 and 50°C, respectively. The immobilized M. circinelloides and M. hiemalis xylanase retained 84.02 and 79.43% activity, respectively. The production of xylanase from M. circinelloides and M. hiemalis utilizing RSM is deemed profitable for the decomposition of the agro-industrial wastes.Entities:
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Year: 2022 PMID: 35496057 PMCID: PMC9045992 DOI: 10.1155/2022/3816010
Source DB: PubMed Journal: Biomed Res Int Impact factor: 3.411
Box–Behnken design levels of independent factors.
| No. | Factor | Variables | Units | Range | ||
|---|---|---|---|---|---|---|
| Minimum | Maximum | Mean | ||||
| 1 | A | Temperature | °C | 20 | 40 | 30 |
| 2 | B | pH | — | 5 | 9 | 7 |
| 3 | C | Incubation period | Day | 5 | 9 | 7 |
| 4 | D | Inoculum size | mL | 1 | 5 | 3 |
| 5 | E | Substrate concentration | g | 1 | 5 | 3 |
Xylanase production on different substrates under shaking and static conditions.
| Substrate | Xylanase activity (U/mL) | |||
|---|---|---|---|---|
|
|
| |||
| Shaking | Static | Shaking | Static | |
| Pomegranate peel | 3.26 ± 0.41b | 2.11 ± 0.31b | 2.91 ± 0.28b | 3.73 ± 0.29b |
| Tangerine peel | 17.90 ± 0.68a | 21.77 ± 0.96a | 13.96 ± 0.13a | 15.28 ± 0.29a |
| Wheat straw | 0.69 ± 0.06c | 1.32 ± 0.23b | 2.84 ± 0.52b | 0.86 ± 0.07c |
The data were given as averages of three replicates (mean ± SD). Values followed by the different letters are significantly different at p < 0.05.
Box–Behnken design of optimization variables with experimental and predicted xylanase activity of both M. circinelloides and M. hiemalis.
| Run order | Variables | Xylanase activity (U/mL) | |||||||
|---|---|---|---|---|---|---|---|---|---|
|
|
| ||||||||
| A | B | C | D | E | Experimental response | Predicted response | Experimental response | Predicted response | |
| 1 | 40 | 7 | 7 | 5 | 3 | 17.73 | 18.54 | 17.32 | 17.49 |
| 2 | 30 | 7 | 7 | 5 | 1 | 27.63 | 27.49 | 17.23 | 18.32 |
| 3 | 40 | 7 | 7 | 3 | 1 | 31.92 | 31.24 | 28.70 | 28.42 |
| 4 | 20 | 7 | 7 | 3 | 1 | 28.62 | 28.03 | 30.02 | 28.82 |
| 5 | 20 | 9 | 7 | 3 | 3 | 38.52 | 38.49 | 29.69 | 31.58 |
| 6 | 40 | 9 | 7 | 3 | 3 | 23.42 | 23.39 | 24.00 | 24.96 |
| 7 | 30 | 9 | 7 | 3 | 1 | 31.67 | 33.36 | 28.45 | 29.76 |
| 8 | 30 | 9 | 5 | 3 | 3 | 23.26 | 22.76 | 25.07 | 25.48 |
| 9 | 30 | 7 | 7 | 3 | 3 | 27.38 | 28.56 | 19.79 | 23.78 |
| 10 | 30 | 5 | 9 | 3 | 3 | 28.45 | 27.53 | 32.91 | 32.16 |
| 11 | 30 | 5 | 7 | 5 | 3 | 27.22 | 26.26 | 28.12 | 27.07 |
| 12 | 30 | 5 | 7 | 3 | 1 | 32.58 | 33.81 | 26.89 | 27.84 |
| 13 | 30 | 7 | 5 | 3 | 1 | 28.37 | 28.36 | 27.79 | 26.20 |
| 14 | 30 | 9 | 7 | 3 | 5 | 34.72 | 34.49 | 19.54 | 19.21 |
| 15 | 40 | 7 | 7 | 3 | 5 | 15.50 | 14.68 | 16.90 | 16.68 |
| 16 | 30 | 7 | 7 | 3 | 3 | 29.28 | 28.56 | 23.50 | 23.78 |
| 17 | 30 | 5 | 5 | 3 | 3 | 31.84 | 30.84 | 25.32 | 26.07 |
| 18 | 40 | 7 | 5 | 3 | 3 | 25.24 | 24.05 | 26.72 | 26.33 |
| 19 | 20 | 5 | 7 | 3 | 3 | 30.02 | 31.23 | 34.89 | 36.26 |
| 20 | 20 | 7 | 7 | 1 | 3 | 30.27 | 29.44 | 30.93 | 29.60 |
| 21 | 30 | 7 | 9 | 3 | 5 | 33.40 | 33.82 | 24.08 | 24.25 |
| 22 | 30 | 7 | 9 | 3 | 1 | 34.81 | 33.59 | 26.80 | 24.94 |
| 23 | 30 | 7 | 9 | 1 | 3 | 25.81 | 25.87 | 21.11 | 22.74 |
| 24 | 30 | 5 | 7 | 3 | 5 | 28.54 | 27.85 | 29.61 | 28.92 |
| 25 | 30 | 7 | 5 | 3 | 5 | 21.69 | 23.31 | 16.99 | 17.42 |
| 26 | 30 | 9 | 7 | 5 | 3 | 30.10 | 29.43 | 24.49 | 22.92 |
| 27 | 30 | 9 | 9 | 3 | 3 | 42.23 | 41.80 | 26.06 | 24.96 |
| 28 | 30 | 7 | 7 | 3 | 3 | 26.89 | 28.56 | 23.17 | 23.78 |
| 29 | 30 | 7 | 9 | 5 | 3 | 32.83 | 32.45 | 28.78 | 28.29 |
| 30 | 30 | 5 | 7 | 1 | 3 | 26.39 | 26.31 | 32.58 | 31.54 |
| 31 | 30 | 7 | 7 | 1 | 5 | 24.91 | 25.05 | 17.15 | 18.30 |
| 32 | 40 | 5 | 7 | 3 | 3 | 23.26 | 24.46 | 27.63 | 28.08 |
| 33 | 30 | 9 | 7 | 1 | 3 | 29.11 | 29.32 | 29.44 | 27.88 |
| 34 | 20 | 7 | 7 | 5 | 3 | 28.95 | 29.26 | 30.85 | 32.15 |
| 35 | 30 | 7 | 7 | 3 | 3 | 28.21 | 28.56 | 25.40 | 23.78 |
| 36 | 30 | 7 | 7 | 1 | 1 | 28.95 | 28.66 | 31.59 | 33.18 |
| 37 | 40 | 7 | 7 | 1 | 3 | 18.64 | 18.30 | 31.92 | 29.46 |
| 38 | 30 | 7 | 7 | 5 | 5 | 25.98 | 26.28 | 23.09 | 23.74 |
| 39 | 30 | 7 | 5 | 1 | 3 | 23.42 | 24.56 | 28.21 | 30.22 |
| 40 | 30 | 7 | 7 | 3 | 3 | 29.86 | 28.56 | 25.48 | 23.78 |
| 41 | 20 | 7 | 7 | 3 | 5 | 40.50 | 39.76 | 32.25 | 31.10 |
| 42 | 20 | 7 | 5 | 3 | 3 | 22.43 | 21.66 | 26.39 | 24.86 |
| 43 | 40 | 7 | 9 | 3 | 3 | 17.56 | 18.59 | 18.47 | 20.24 |
| 44 | 30 | 7 | 7 | 3 | 3 | 29.77 | 28.56 | 25.32 | 23.78 |
| 45 | 30 | 7 | 5 | 5 | 3 | 17.32 | 18.03 | 15.34 | 15.24 |
| 46 | 20 | 7 | 9 | 3 | 3 | 41.41 | 42.85 | 35.88 | 36.52 |
ANOVA for the experimental results of xylanase biosynthesis by M. circinelloides.
| Source | Sum of squares | Degree of freedom | Mean of squares |
|
| Prob > |
|---|---|---|---|---|---|---|
| Model | 1608.62 | 20 | 80.431 | 58.10 | 0.000 | Significant |
| Linear | 787.16 | 5 | 157.431 | 113.73 | 0.000 | |
| A | 477.94 | 1 | 477.943 | 345.27 | 0.000 | |
| B | 38.28 | 1 | 38.283 | 27.66 | 0.000 | |
| C | 247.63 | 1 | 247.635 | 178.90 | 0.000 | |
| D | 0.00 | 1 | 0.004 | 0.00 | 0.958 | |
| E | 23.29 | 1 | 23.291 | 16.83 | 0.000 | |
| Square | 237.41 | 5 | 47.483 | 34.30 | 0.000 | |
| A2 | 21.21 | 1 | 21.208 | 15.32 | 0.001 | |
| B2 | 49.74 | 1 | 49.738 | 35.93 | 0.000 | |
| C2 | 0.42 | 1 | 0.416 | 0.30 | 0.589 | |
| D2 | 84.92 | 1 | 84.925 | 61.35 | 0.000 | |
| E2 | 17.72 | 1 | 17.717 | 12.80 | 0.001 | |
| 2-way interaction | 584.05 | 10 | 58.405 | 42.19 | 0.000 | |
| AB | 17.36 | 1 | 17.357 | 12.54 | 0.002 | |
| AC | 177.51 | 1 | 177.513 | 128.24 | 0.000 | |
| AD | 0.04 | 1 | 0.043 | 0.03 | 0.862 | |
| AE | 200.18 | 1 | 200.176 | 144.61 | 0.000 | |
| BC | 124.96 | 1 | 124.958 | 90.27 | 0.000 | |
| BD | 0.01 | 1 | 0.007 | 0.00 | 0.945 | |
| BE | 12.58 | 1 | 12.584 | 9.09 | 0.006 | |
| CD | 43.01 | 1 | 43.015 | 31.07 | 0.000 | |
| CE | 6.97 | 1 | 6.969 | 5.03 | 0.034 | |
| DE | 1.43 | 1 | 1.431 | 1.03 | 0.319 | |
| Residual | 34.61 | 25 | 1.384 | |||
| Lack-of-fit | 26.62 | 20 | 1.331 | 0.83 | 0.655 | Not significant |
| Pure error | 7.99 | 5 | 1.597 | |||
| Total | 1643.23 | 45 |
R 2: 0.9789; adjusted R2: 0.9621; predicted R2: 0.9282.
ANOVA for the experimental results of xylanase biosynthesis by M. hiemalis.
| Source | Sum of squares | Degree of freedom | Mean of squares |
|
| Prob > |
|---|---|---|---|---|---|---|
| Model | 1136.70 | 20 | 56.835 | 17.59 | 0.000 | Significant |
| Linear | 489.53 | 5 | 97.906 | 30.30 | 0.000 | |
| A | 219.29 | 1 | 219.287 | 67.86 | 0.000 | |
| B | 60.78 | 1 | 60.778 | 18.81 | 0.000 | |
| C | 31.01 | 1 | 31.009 | 9.60 | 0.005 | |
| D | 88.84 | 1 | 88.837 | 27.49 | 0.000 | |
| E | 89.62 | 1 | 89.617 | 27.73 | 0.000 | |
| Square | 196.46 | 5 | 39.292 | 12.16 | 0.000 | |
| A2 | 85.58 | 1 | 85.581 | 26.48 | 0.000 | |
| B2 | 95.63 | 1 | 95.630 | 29.59 | 0.000 | |
| C2 | 0.05 | 1 | 0.055 | 0.02 | 0.898 | |
| D2 | 0.61 | 1 | 0.611 | 0.19 | 0.667 | |
| E2 | 3.76 | 1 | 3.762 | 1.16 | 0.291 | |
| 2-way interaction | 450.72 | 10 | 45.072 | 13.95 | 0.000 | |
| AB | 0.61 | 1 | 0.614 | 0.19 | 0.667 | |
| AC | 78.65 | 1 | 78.650 | 24.34 | 0.000 | |
| AD | 52.70 | 1 | 52.705 | 16.31 | 0.000 | |
| AE | 49.17 | 1 | 49.172 | 15.22 | 0.001 | |
| BC | 10.89 | 1 | 10.889 | 3.37 | 0.078 | |
| BD | 0.06 | 1 | 0.061 | 0.02 | 0.892 | |
| BE | 33.83 | 1 | 33.827 | 10.47 | 0.003 | |
| CD | 105.49 | 1 | 105.493 | 32.65 | 0.000 | |
| CE | 16.34 | 1 | 16.341 | 5.06 | 0.034 | |
| DE | 102.97 | 1 | 102.966 | 31.86 | 0.000 | |
| Residual | 80.79 | 25 | 3.232 | |||
| Lack-of-fit | 56.54 | 20 | 2.827 | 0.58 | 0.823 | Not significant |
| Pure error | 24.25 | 5 | 4.850 | |||
| Total | 1217.49 | 45 |
R 2: 0.9336; adjusted R2: 0.8806; predicted R2: 0.7856.
Figure 1Contour plot showing interactions between independent variables (a)–(j) for xylanase activity produced by M. circinelloides.
Figure 2Contour plot showing interactions between independent variables (a)–(j) for xylanase activity produced by M. hiemalis.
Precipitation of xylanase produced by M. circinelloides and M. hiemalis using different acetone concentrations.
| Ratio (crude : acetone) | Xylanase activity (U/mL) | |
|---|---|---|
|
|
| |
| 1 : 1 | 6.92 ± 0.22c | 5.19 ± 022c |
| 1 : 2 | 5.41 ± 0.27d | 3.68 ± 0.27d |
| 1 : 3 | 7.25 ± 0.07c | 5.52 ± 0.07c |
| 1 : 4 | 11.89 ± 0.23a | 10.73 ± 0.77a |
| 1 : 5 | 9.59 ± 0.34b | 8.38 ± 0.87b |
The data were given as averages of three replicates (mean ± SD). Values followed by the different letters are significantly different at p < 0.05.
Summary of specific activity, yield, and purification fold of xylanase produced by M. circinelloides and M. hiemalis.
| Fungal strain | Purification steps | Total activity (U/mL) | Total protein (mg/mL) | Specific activity (U/mg) | Yield (%) | Purification fold |
|---|---|---|---|---|---|---|
|
| Culture supernatant | 14519.60 | 86.05 | 169.09 | 100 | 1 |
|
| 12458.07 | 102.39 | 121.74 | 100 | 1 | |
|
| Acetone | 4522.52 | 15.48 | 292.08 | 30.74 | 1.69 |
|
| Acetone | 3904.07 | 16.19 | 240.15 | 31.34 | 1.97 |
Figure 3Effects of temperature and pH on activity and stability of partially purified xylanase (a) and (c) M. circinelloides and (b) and (d) M. hiemalis.
Effects of metal ions and detergents on activity and stability of partially purified xylanase from M. circinelloides and M. hiemalis.
| Metal ions and detergents | Conc. |
|
| ||
|---|---|---|---|---|---|
| Relative activity (%) | Relative stability (%) | Relative activity (%) | Relative stability (%) | ||
| Control | 0 | 100.00 ± 0.00 | — | 100.00 ± 0.00 | — |
| K+ | 10 mM | 48.52 ± 0.75 | 50.55 ± 0.47 | 140.34 ± 0.34 | 109.01 ± 1.03 |
| Mg2+ | 10 mM | 42.99 ± 0.47 | 82.08 ± 0.21 | 96.30 ± 0.44 | 90.70 ± 2.35 |
| Ba2+ | 10 mM | 28.37 ± 0.55 | 10.10 ± 0.12 | 77.90 ± 0.69 | 84.75 ± 1.11 |
| Ni2+ | 10 mM | 16.68 ± 0.42 | 35.12 ± 0.25 | 38.29 ± 0.96 | 93.44 ± 1.04 |
| Tween 80 | 1% (v/v) | 53.06 ± 0.83 | 40.94 ± 0.18 | 61.76 ± 0.13 | 35.20 ± 0.49 |
| 5% (v/v) | 55.09 ± 0.94 | 27.99 ± 0.54 | 72.15 ± 0.11 | 29.93 ± 0.70 | |
| Tween 20 | 1% (v/v) | 61.90 ± 0.28 | 44.74 ± 0.42 | 62.33 ± 0.61 | 47.10 ± 0.68 |
| 5% (v/v) | 64.27 ± 0.40 | 44.57 ± 0.20 | 65.15 ± 1.05 | 40.10 ± 1.17 | |
| Urea | 1% (w/v) | 46.58 ± 0.38 | 37.74 ± 0.59 | 61.04 ± 0.58 | 42.13 ± 0.66 |
| 5% (w/v) | 59.43 ± 0.80 | 20.73 ± 0.09 | 49.89 ± 0.35 | 27.20 ± 0.67 | |
| Na2CO3 | 50 mM | 30.30 ± 0.89 | 9.63 ± 0.02 | 29.37 ± 0.36 | 22.62 ± 0.22 |
| 75 mM | 30.49 ± 0.58 | 4.44 ± 0.04 | 40.08 ± 0.82 | 7.81 ± 0.51 | |
The data were given as averages of three replicates (mean ± SD).
The immobilization yield (%) of xylanase entrapped in calcium alginate beads.
| Fungal strain |
|
|
|---|---|---|
| Yield (%) | 84.02 ± 0.63 | 79.43 ± 0.47 |
The data were given as averages of three replicates (mean ± SD).
Figure 4Scanning electron micrographs (SEM) of calcium alginate beads with and without entrapped xylanase. (a)–(b) Micrographs of calcium alginate beads without enzyme, (c)–(e) micrographs of calcium alginate beads with immobilized xylanase from M. circinelloides, and (f)–(h) immobilized xylanase from M. hiemalis at magnification scales of 5000× and 10,000×, respectively.