| Literature DB >> 27065952 |
Ponnuswamy Vijayaraghavan1, Arumugaperumal Arun2, Samuel Gnana Prakash Vincent1, Mariadhas Valan Arasu3, Naif Abdullah Al-Dhabi3.
Abstract
Bacterial fibrinolytic enzymes find great applications to treat and prevent cardiovascular diseases. The novel fibrinolytic enzymes from food grade organisms are useful for thrombolytic therapy. This study reports fibrinolytic enzyme production by Bacillus sp. IND7 in solid-state fermentation (SSF). In this study, cow dung was used as the cheap substrate for the production of fibrinolytic enzyme. Enzyme production was primarily improved by optimizing the nutrient and physical factors by one-variable-at-a-time approach. A statistical method (two-level full factorial design) was applied to investigate the significant variables. Of the different variables, pH, starch, and beef extract significantly influenced on the production of fibrinolytic enzyme (p < 0.05). The optimum levels of these significant factors were further investigated using response surface methodology. The optimum conditions for enhanced fibrinolytic enzyme production were 1.23% (w/w) starch and 0.3% (w/w) beef extract with initial medium pH 9.0. Under the optimized conditions, cow dung substrate yielded 8,345 U/g substrate, and an overall 2.5-fold improvement in fibrinolytic enzyme production was achieved due to its optimization. This is the first report of fibrinolytic enzyme production using cow dung substrate from Bacillus sp. in SSF. The crude enzyme displayed potent activity on zymography and digested goat blood clot completely in in vitro condition.Entities:
Keywords: Bacillus sp. IND7; agroresidues; cow dung; fibrinolytic enzyme; response surface methodology; solid-state fermentation
Year: 2016 PMID: 27065952 PMCID: PMC4810022 DOI: 10.3389/fmicb.2016.00361
Source DB: PubMed Journal: Front Microbiol ISSN: 1664-302X Impact factor: 5.640
Fibrinolytic enzyme production on various agroindustrial residues in solid-state fermentation from bacterial isolates.
| Microorganisms | Substrate | Reference |
|---|---|---|
| Red bean | ||
| Castor husk | ||
| Wheat bran | ||
| Brewery yeast sludge | ||
| Corn husk | ||
| Chick peas | ||
| Soybean curd residues | ||
| Soybean meal | ||
| Cow dung | Present study |
Factors and their levels of independent variables.
| Variables | Name | Units | Coded levels | |
|---|---|---|---|---|
| –1 | + 1 | |||
| A | pH | 7.0 | 9.0 | |
| B | Moisture | % | 80 | 100 |
| C | Starch | % | 0.1 | 1.0 |
| D | Beef extract | % | 0.05 | 0.5 |
| E | MgSO4 | % | 0.01 | 0.1 |
Two-level full factorial matrix for screening of variables for fibrinolytic enzyme production from Bacillus sp. IND7.
| Run | pH | Moisture | Starch | Beef extract | MgSO4 | Enzyme activity |
|---|---|---|---|---|---|---|
| (A) | (B) | (C) | (D) | (E) | (U/g) | |
| 1 | 7 | 80 | 1 | 0.5 | 0.1 | 4720 |
| 2 | 9 | 100 | 0.1 | 0.05 | 0.01 | 5205 |
| 3 | 7 | 80 | 1 | 0.05 | 0.01 | 5205 |
| 4 | 7 | 80 | 0.1 | 0.05 | 0.1 | 5740 |
| 5 | 9 | 80 | 1 | 0.05 | 0.01 | 7510 |
| 6 | 7 | 80 | 0.1 | 0.5 | 0.1 | 5700 |
| 7 | 7 | 80 | 1 | 0.05 | 0.1 | 6740 |
| 8 | 9 | 100 | 0.1 | 0.5 | 0.01 | 6430 |
| 9 | 9 | 80 | 0.1 | 0.05 | 0.01 | 4030 |
| 10 | 9 | 80 | 0.1 | 0.5 | 0.01 | 5505 |
| 11 | 9 | 80 | 0.1 | 0.05 | 0.1 | 4665 |
| 12 | 9 | 100 | 1 | 0.5 | 0.1 | 5630 |
| 13 | 9 | 80 | 0.1 | 0.5 | 0.1 | 2480 |
| 14 | 7 | 100 | 0.1 | 0.5 | 0.01 | 5505 |
| 15 | 9 | 100 | 0.1 | 0.5 | 0.1 | 6325 |
| 16 | 7 | 80 | 0.1 | 0.05 | 0.01 | 5255 |
| 17 | 7 | 100 | 1 | 0.05 | 0.1 | 6985 |
| 18 | 9 | 100 | 1 | 0.5 | 0.01 | 6375 |
| 19 | 7 | 100 | 1 | 0.5 | 0.1 | 6930 |
| 20 | 9 | 80 | 1 | 0.5 | 0.1 | 6260 |
| 21 | 7 | 80 | 0.1 | 0.5 | 0.01 | 5955 |
| 22 | 9 | 100 | 1 | 0.05 | 0.01 | 4590 |
| 23 | 9 | 100 | 0.1 | 0.05 | 0.1 | 6235 |
| 24 | 9 | 80 | 1 | 0.05 | 0.1 | 5290 |
| 25 | 7 | 100 | 0.1 | 0.05 | 0.1 | 3805 |
| 26 | 7 | 100 | 1 | 0.5 | 0.01 | 6065 |
| 27 | 9 | 100 | 1 | 0.05 | 0.1 | 6020 |
| 28 | 7 | 100 | 0.1 | 0.05 | 0.01 | 6135 |
| 29 | 7 | 100 | 1 | 0.05 | 0.01 | 6150 |
| 30 | 7 | 100 | 0.1 | 0.5 | 0.1 | 4515 |
| 31 | 7 | 80 | 1 | 0.5 | 0.01 | 6645 |
| 32 | 9 | 80 | 1 | 0.5 | 0.01 | 6670 |
Analysis of variance for two-level full factorial design for the production of fibrinolytic enzyme.
| Source | Sum of Squares | df | Mean Square | ||
|---|---|---|---|---|---|
| Model | 3.545E + 07 | 20 | 1.7730E + 06 | 17.51 | <0.0001 |
| A-pH | 1.086E + 06 | 1 | 1.0860E + 06 | 10.73 | 0.0074 |
| B-Moisture | 2.7840E + 05 | 1 | 2.7840E + 05 | 2.75 | 0.1255 |
| C-Starch | 5.0840E + 06 | 1 | 5.0840E + 06 | 50.21 | <0.0001 |
| D-Beef extract | 4.2670E + 05 | 1 | 4.2670E + 05 | 4.21 | 0.0547 |
| E-MgSO4 | 2.3380E + 05 | 1 | 2.3380E + 05 | 2.31 | 0.1569 |
| AB | 4.0150E + 06 | 1 | 4.0150E + 06 | 39.65 | <0.0001 |
| AD | 5.68E + 05 | 1 | 5.68E + 05 | 5.61 | 0.0372 |
| BC | 1.79E + 06 | 1 | 1.79E + 06 | 17.71 | 0.0015 |
| BD | 9.82E + 05 | 1 | 9.82E + 06 | 9.7 | 0.0099 |
| BE | 1.41E + 06 | 1 | 1.41E + 06 | 13.92 | 0.0033 |
| CE | 9.33E + 05 | 1 | 9.33E + 05 | 9.22 | 0.0113 |
| DE | 2.84E + 06 | 1 | 2.81E + 06 | 28.06 | 0.0003 |
| ABC | 3.12E + 06 | 1 | 3.12E + 06 | 30.77 | 0.0003 |
| ACD | 9.27E + 05 | 1 | 9.27E + 05 | 9.15 | 0.0116 |
| ADE | 6.29E + 05 | 1 | 6.29E + 05 | 6.21 | 0.0299 |
| BCE | 2.05E + 06 | 1 | 2.05E + 06 | 20.22 | 0.0009 |
| ABCD | 2.45E + 06 | 1 | 2.45E + 06 | 24.15 | 0.0005 |
| ABCE | 4.35E + 06 | 1 | 4.35E + 06 | 42.94 | <0.0001 |
| ACDE | 9.10E + 05 | 1 | 9.10E + 05 | 8.98 | 0.0121 |
| BCDE | 1.38E + 06 | 1 | 1.38E + 06 | 13.63 | 0.0036 |
| Residual | 1.11E + 06 | 11 | 1.01E + 05 | ||
| Cor Total | 3.66E + 07 | 31 |
Independent variables and their ranges used in response surface methodology.
| Variables | Symbols | Coded values | ||||
|---|---|---|---|---|---|---|
| –α | –1 | 0 | +1 | +α | ||
| pH | A | 6.32 | 7.0 | 8.0 | 9.0 | 9.68 |
| Starch | B | 0.16 | 0.5 | 1.0 | 1.5 | 1.84 |
| Beef extract | C | 0.08 | 0.25 | 0.5 | 0.75 | 0.92 |
Actual and predicted values of fibrinolytic enzyme observed in experimental setup of response surface methodology.
| Run | pH (A) | Starch (B) | Beef extract (C) | Enzyme activity | |
|---|---|---|---|---|---|
| Observed | Predicted | ||||
| 1 | 9.68 | 1 | 0.5 | 8278 | 8276 |
| 2 | 8 | 1 | 0.5 | 6234 | 6548 |
| 3 | 8 | 0.16 | 0.5 | 4756 | 4798 |
| 4 | 8 | 1 | 0.5 | 6748 | 6548 |
| 5 | 8 | 1 | 0.92 | 5799 | 5828 |
| 6 | 8 | 1 | 0.5 | 6711 | 6548 |
| 7 | 8 | 1 | 0.08 | 6410 | 6407 |
| 8 | 9 | 1.5 | 0.25 | 8154 | 8166 |
| 9 | 8 | 1 | 0.5 | 6691 | 6548 |
| 10 | 8 | 1 | 0.5 | 6698 | 6548 |
| 11 | 9 | 0.5 | 0.75 | 6020 | 5594 |
| 12 | 7 | 0.5 | 0.25 | 4921 | 4895 |
| 13 | 8 | 1.84 | 0.5 | 4746 | 4730 |
| 14 | 9 | 0.5 | 0.25 | 6417 | 6411 |
| 15 | 6.32 | 1 | 0.5 | 4482 | 4510 |
| 16 | 9 | 1.5 | 0.75 | 6744 | 6749 |
| 17 | 8 | 1 | 0.5 | 6212 | 6549 |
| 18 | 7 | 1.5 | 0.75 | 3801 | 3787 |
| 19 | 7 | 0.5 | 0.75 | 5654 | 5622 |
| 20 | 7 | 1.5 | 0.25 | 4052 | 4058 |
Analysis of variance for response surface quadratic model of fibrinolytic enzyme production from Bacillus sp. IND7.
| Source | Sum of squares | df | Mean square | ||
|---|---|---|---|---|---|
| Model | 2.789E + 07 | 9 | 3.9900E + 06 | 94.65 | <0.0001 |
| A-pH | 1.712E + 07 | 1 | 1.7120E + 07 | 522.82 | <0.0001 |
| B-Starch | 5.6516E + 03 | 1 | 56.51.58 | 0.17 | 0.6866 |
| C-Beef extract | 4.0530E + 05 | 1 | 4.0530E + 05 | 12.38 | 0.0056 |
| AB | 3.3580E + 06 | 1 | 3.3580E + 06 | 102.54 | <0.0001 |
| AC | 6.55E + 05 | 1 | 6.55E + 05 | 20 | 0.0012 |
| BC | 4.9850E + 05 | 1 | 4.9850E + 05 | 15.22 | 0.003 |
| A2 | 4.3108E + 04 | 1 | 4.3108E + 04 | 1.32 | 0.278 |
| B2 | 5.73E + 06 | 1 | 5.73E + 06 | 175.02 | <0.0001 |
| C2 | 3.33E + 05 | 1 | 3.33E + 05 | 10.18 | 0.0096 |
| Residual | 3.28E + 05 | 10 | 3.27E + 04 | ||
| Lack of Fit | 6.47E + 03 | 5 | 1293.69 | 0.02 | 0.9997 |
| Pure Error | 3.21E + 05 | 5 | 6.42E + 04 | ||
| Cor Total | 2.82E + 07 | 19 |