| Literature DB >> 34759762 |
Ryhára Dias Batista1, Fernanda Guimarães Melo1, Claudia Cristina Auler do Amaral Santos1, Fabrício Coutinho de Paula-Elias1, Rafael Firmani Perna2, Michelle Cunha Abreu Xavier3, Sergio Andres Villalba Morales2, Alex Fernando de Almeida1.
Abstract
RESEARCHEntities:
Keywords: Aspergillus carbonarius PC-4; culture optimization; invertase; simplex lattice design; sucrose hydrolysis
Year: 2021 PMID: 34759762 PMCID: PMC8542183 DOI: 10.17113/ftb.59.03.21.6934
Source DB: PubMed Journal: Food Technol Biotechnol ISSN: 1330-9862 Impact factor: 3.918
Simplex lattice mixture design arrangement of the actual and coded independent variables for β-fructofuranosidase production by Aspergillus carbonarius PC-4
| Ammonium chloride | Pineapple crown | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Run | 72 | 120 | ||||||||
| Invertase activity/ (U/mL) | Invertase activity/(U/mL) | |||||||||
| 1 | 10.0 (1.0) | 0.0 (0.0) | 1.0 (0.0) | 1.4±0.1 | 1404.3 | 0.4 | 3.0±0.0 | 2431.0 | 0.4 | |
| 2 | 0.0 (0.0) | 10.0 (1.0) | 1.0 (0.0) | 3.9±0.0 | 3121.6 | 0.9 | 5.6±0.1 | 4803.8 | 0.8 | |
| 3 | 0.0 (0.0) | 0.0 (0.0) | 20.0 (1.0) | 9.0±0.2 | 361.9 | 2.0 | 9.2±0,1 | 346.2 | 1.1 | |
| 4 | 5.0 (0.5) | 5.0 (0.5) | 1.0 (0.0) | 4.3±0.0 | 3884.7 | 1.1 | 5.9±0.0 | 5345.4 | 0.9 | |
| 5 | 5.0 (0.5) | 0.0 (0.0) | 10.0 (0.5) | 9.7±0.2 | 775.3 | 2.1 | 9.6±0.1 | 866.0 | 1.4 | |
| 6 | 0.0 (0.0) | 5.0 (0.5) | 10.0 (0.5) | 8.9±0.0 | 669.9 | 1.9 | 9.8±0.2 | 833.6 | 1.4 | |
| 7 | 10.0 (1.0) | 0.0 (0.0) | 1.0 (0.0) | 1.0±0.1 | 1047.4 | 0.3 | 2.0±0.1 | 1802.5 | 0.3 | |
| 8 | 0.0 (0.0) | 10.0 (1.0) | 1.0 (0.0) | 2.8±0.2 | 2210.0 | 0.6 | 3.9±0.1 | 3491.1 | 0.6 | |
| 9 | 0.0 (0.0) | 0.0 (0.0) | 20.0 (1.0) | 7.5±0.2 | 281.4 | 1.6 | 10.0±0.1 | 357.7 | 1.2 | |
| 10 | 5.0 (0.5) | 5.0 (0.5) | 1.0 (0.0) | 4.8±0.0 | 4079.8 | 1.1 | 6.3±0.1 | 5676.9 | 0.9 | |
| 11 | 5.0 (0.5) | 0.0 (0.0) | 10.0 (0.5) | 6.0±0.2 | 480.6 | 1.3 | 6.1±0.3 | 630.8 | 1.0 | |
| 12 | 0.0 (0.0) | 5.0 (0.5) | 10.0 (0.5) | 9.6±0.2 | 723.4 | 2.0 | 8.4±0.2 | 716.2 | 1.2 | |
Yp/s=yield of invertase, rp=productivity of invertase
Fig. 1Pareto charts and quadratic contour area of ternary plots of the effect of culture medium variables on β-fructofuranosidase activity (U/mL) by Aspergillus carbonarius PC-4 after: a and c) 72 h and b and d) 120 h (significance p<0.05)
ANOVA for significance of the regression models
| Time/h | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 120 | ||||||||||||||||
| Source | Sum of squares | DF | Mean square | p-value | Sum of squares | DF | Mean square | p-value | |||||||||
| Model | 102.09 | 5 | 20.42 | 13.52 | 0.003 | 76.28 | 5 | 15.25 | 10.04 | 0.007 | |||||||
| Total error | 9.06 | 6 | 1.51 | 9.11 | 6 | 1.52 | |||||||||||
| Lack of fit | 0.00 | 0 | 0.00 | 0.00 | 0 | 0.00 | |||||||||||
| Pure error | 9.05 | 6 | 1.51 | 9.11 | 6 | 1.52 | |||||||||||
| Total adjusted | 111.15 | 11 | 10.10 | 85.39 | 11 | 7.76 | |||||||||||
| Factor | Effect | Error | p-value | Factor | Effect | Error | p-value | ||||||||||
| Ammonium chloride (X1) | 1.22 | 0.87 | 1.41 | 0.21 | 2.52 | 0.87 | 2.89 | 0.03 | 2.52 | ||||||||
| Yeast extract (X2) | 3.33 | 0.87 | 3.83 | 0.01 | 4.76 | 0.87 | 5.47 | 0.00 | 4.76 | ||||||||
| X1∙X2 | 8.27 | 0.87 | 9.52 | 0.00 | 9.73 | 0.87 | 11.16 | 0.00 | 9.73 | ||||||||
| X1∙X3 | 9.12 | 4.26 | 2.14 | 0.07 | 9.92 | 4.27 | 2.32 | 0.06 | 9.92 | ||||||||
| X2∙X3 | 12.40 | 4.26 | 2.91 | 0.03 | 7.37 | 4.27 | 1.72 | 0.13 | 7.37 | ||||||||
| X1∙X2 | 13.94 | 4.26 | 3.27 | 0.02 | 7.48 | 4.27 | 1.75 | 0.13 | 7.48 | ||||||||
For fermentation time of 72 and 120 h R2=91.85%, R2adjusted=85.06%, and R2=89.33%, R2adjusted=80.43%, respectively. DF=degree of freedom, X3=pineapple crown
Fig. S1Effect of: a) temperature, b) pH and c) agitation speed on β-fructofuranosidase production by Aspergillus carbonarius PC-4 under submerged conditions. Culture conditions: effect of temperature and pH was measured for 72 h, while agitation speed experiments were carried out under optimized conditions for 120 h of cultivation
Fermentation parameters of β-fructofuranosidase production by Aspergillus carbonarius PC-4 under different cultivation conditions
| Fermentation parameter | Invertase activity | ||
|---|---|---|---|
| Temperature/°C | |||
| 15 | (599.6±3.8)c | (2.23±0.01)c | |
| 20 | (783.2±6.8)a | (2.92±0.01)a | |
| 25 | (690.0±5.3)b | (2.57±0.01)b | |
| 30 | (407.5±1.0)d | (1.52±0.00)d | |
| 35 | (131.1±0.9)e | (0.49±0.00)e | |
| 40 | n.d. | n.d. | |
| 45 | n.d. | n.d. | |
| pH | |||
| 3.0 | (36.8±1.1)i | (0.14±0.00)h | |
| 3.5 | (123.2±4.1)h | (0.46±0.00)g | |
| 4.0 | (434.0±5.0)f | (1.62±0.01)e | |
| 4.5 | (706.9±10.2)c | (2.63±0.01)c | |
| 5.0 | (745.8±8.3)c | (2.78±0.01)c | |
| 5.5 | (1149.9±14.3)a | (4.28±0.02)a | |
| 6.0 | (934.5±3.1)b | (3.48±0.01)b | |
| 6.5 | (906.6±6.1)b | (3.37±0.01)b | |
| 7.0 | (639.6±5.1)d | (2.38±0.01)c | |
| 7.5 | (573.0±5.06)e | (2.13±0.01)d | |
| 8.0 | (307.5±2.04)g | (1.14±0.01)f | |
| Agitation speed/rpm | |||
| 130 | 120 | 320.3±15.0 | 0.71±0.00 |
| 150 | 60 | 634.0±24.2 | 2.83±0.01 |
| 180 | 72 | 1184.8±19.4 | 4.41±0.01 |
| 210 | 60 | 846.9±9.6 | 3.78±0.02 |
Yp/s=yield of invertase, rp=productivity of invertase, n.d.=not detected. *Time of the highest values of each fermentation parameter
Fig. 2Hydrolysis of sucrose by β-fructofuranosidase from Aspergillus carbonarius PC-4 produced under submerged culture