| Literature DB >> 25674471 |
Doreen Heerd1, Sonja Diercks-Horn1, Marcelo Fernández-Lahore1.
Abstract
Previously identified fungal pectinase producers of the species Aspergillus sojae were used for optimization of polygalacturonase production in solid-state fermentation applying Design of Experiment. The effects of media composition and several process parameters, like inoculum size, moisture level, incubation time and temperature on polygalacturonase activity were studied in screening and optimization investigations. Utilization of agricultural and agro-industrial by-products provided the establishment of a cost-efficient and sustainable process for enzyme production. Comparison of pectinase production by A. sojae ATCC 20235 and A. sojae CBS 100928 under optimized conditions yielded 6.9 times higher polygalacturonase activity by A. sojae ATCC 20235. Highest enzyme yield (909.5 ± 2.7 U/g) was obtained by A. sojae ATCC 20235 after 8 days at 30°C applying 30% sugar beet pulp as inducer substrate in combination with wheat bran as medium wetted at 160% with 0.2 M HCl. Furthermore, an overview of pectinolytic enzyme activities present in the extracts of both strains is provided. Protein profiles of both strains are given by SDS-PAGE electrophoresis, as well as zymograms for pectinolytic enzymes in comparison to commercial pectinase preparations.Entities:
Keywords: Agro-industrial residues; Aspergillus sojae; Design of Experiment; Polygalacturonase; Solid-state fermentation
Year: 2014 PMID: 25674471 PMCID: PMC4320240 DOI: 10.1186/2193-1801-3-742
Source DB: PubMed Journal: Springerplus ISSN: 2193-1801
D-optimal design and experimental results of exo-PG activity in the first screening step of ATCC 20235
| Experimental factors | Response | |||||
|---|---|---|---|---|---|---|
| Inducer substrate | Temperature (°C) | Inoculum (Total spores) | Time (d) | HCl concentration (mM) | exo-PG activity (U/g) | |
| 1 | Orange peel | 32 | 3 × 107 | 3 | 50 | 30.3 |
| 2 | Orange peel | 32 | 3 × 107 | 5 | 50 | 21.5 |
| 3 | Orange peel | 24 | 104 | 3 | 300 | - |
| 4 | Orange peel | 24 | 104 | 5 | 300 | - |
| 5 | Apple pomace | 24 | 104 | 3 | 50 | 20.0 |
| 6 | Apple pomace | 32 | 104 | 3 | 50 | 20.1 |
| 7 | Apple pomace | 24 | 3 × 107 | 5 | 300 | 216.3 |
| 8 | Apple pomace | 32 | 3 × 107 | 5 | 300 | 223.8 |
| 9 | Sugar beet pulp | 24 | 3 × 107 | 3 | 50 | 58.5 |
| 10 | Sugar beet pulp | 32 | 104 | 5 | 50 | 94.9 |
| 11 | Sugar beet pulp | 24 | 3 × 107 | 3 | 300 | - |
| 12 | Sugar beet pulp | 32 | 104 | 5 | 300 | - |
| 13 | Sugar beet with molasses | 24 | 104 | 5 | 50 | 76.7 |
| 14 | Sugar beet with molasses | 24 | 3 × 107 | 5 | 50 | 30.5 |
| 15 | Sugar beet with molasses | 32 | 104 | 3 | 300 | - |
| 16 | Sugar beet with molasses | 32 | 3 × 107 | 3 | 300 | - |
| 17 – 18* | Orange peel | 28 | 1,5 × 107 | 4 | 175 | 140.3 ± 3.8 |
| 19 – 20* | Apple pomace | 28 | 1,5 × 107 | 4 | 175 | 243.0 ± 10.3 |
| 21 – 22* | Sugar beet pulp | 28 | 1,5 × 107 | 4 | 175 | 407.5 ± 13.9 |
| 23 – 24* | Sugar beet with molasses | 28 | 1,5 × 107 | 4 | 175 | 291.2 ± 1.7 |
*The standard variation between the values of each center point repetition was below 5%.
Full factorial design and experimental results of exo-PG activity in the second screening step of ATCC 20235
| Trial | Experimental factors | Response | |||
|---|---|---|---|---|---|
| Inducer substrate | Inducer concentration (%) | HCl concentration (mM) | Time (d) | exo-PG activity (U/g) | |
| 1 | Apple pomace | 10 | 0.1 | 3.5 | 28.8 |
| 2 | Sugar beet pulp | 10 | 0.1 | 3.5 | 68.2 |
| 3 | Apple pomace | 40 | 0.1 | 3.5 | 57.5 |
| 4 | Sugar beet pulp | 40 | 0.1 | 3.5 | 104.2 |
| 5 | Apple pomace | 10 | 0.22 | 3.5 | 209.5 |
| 6 | Sugar beet pulp | 10 | 0.22 | 3.5 | 300.4 |
| 7 | Apple pomace | 40 | 0.22 | 3.5 | 165.5 |
| 8 | Sugar beet pulp | 40 | 0.22 | 3.5 | - |
| 9 | Apple pomace | 10 | 0.1 | 5.5 | 4.3 |
| 10 | Sugar beet pulp | 10 | 0.1 | 5.5 | 12.5 |
| 11 | Apple pomace | 40 | 0.1 | 5.5 | 38.1 |
| 12 | Sugar beet pulp | 40 | 0.1 | 5.5 | 88.8 |
| 13 | Apple pomace | 10 | 0.22 | 5.5 | 91.7 |
| 14 | Sugar beet pulp | 10 | 0.22 | 5.5 | 374.5 |
| 15 | Apple pomace | 40 | 0.22 | 5.5 | 225.2 |
| 16 | Sugar beet pulp | 40 | 0.22 | 5.5 | - |
| 17 – 18* | Apple pomace | 25 | 0.16 | 4.5 | 118.2 ± 5.4 |
| 19 – 20* | Sugar beet pulp | 25 | 0.16 | 4.5 | 277.5 ± 1.7 |
*The standard variation between the center point repetitions was below 5%.
D-optimal design and experimental results of exo-PG activity in the medium optimization for ATCC 20235
| Trial | Experimental factors | Response | |
|---|---|---|---|
| Inducer concentration (%) | Moisture level (%) | exo-PG activity (U/g) | |
| 1 | 10 | 85 | 124.1 |
| 2 | 35 | 85 | 270.1 |
| 3 | 10 | 135 | 371.2 |
| 4 | 35 | 135 | 552.3 |
| 5 | 10 | 110 | 252.4 |
| 6 | 35 | 110 | 413.5 |
| 7 | 22.5 | 85 | 221.9 |
| 8 | 22.5 | 135 | 493.6 |
| 9* | 22.5 | 110 | 347.5 |
| 10* | 22.5 | 110 | 328.5 |
| 11* | 22.5 | 110 | 325.4 |
| 12 | 65 | 165 | 0 |
| 13 | 65 | 145 | 0 |
| 14 | 45 | 165 | 512.4 |
| 15 | 45 | 145 | 418.7 |
| 16 | 55 | 155 | 39.5 |
| 17 | 65 | 135 | 0 |
| 18 | 35 | 165 | 557.2 |
*The standard variation between the center point repetitions was below 3%.
D-optimal design and experimental results of exo-PG activity in the process optimization for ATCC 20235
| Trial | Experimental factors | Response | |
|---|---|---|---|
| Time (d) | Temperature (°C) | exo-PG activity (U/g) | |
| 1 | 5 | 26 | 496.0 |
| 2 | 7 | 26 | 603.1 |
| 3 | 5 | 34 | 306.7 |
| 4 | 7 | 34 | 532.4 |
| 5 | 5 | 30 | 586.2 |
| 6 | 7 | 30 | 678.2 |
| 7 | 6 | 26 | 614.0 |
| 8 | 6 | 34 | 390.5 |
| 9* | 6 | 30 | 619.4 |
| 10* | 6 | 30 | 705.3 |
| 11* | 6 | 30 | 680.3 |
| 12 | 8 | 26 | 693.9 |
| 13 | 8 | 30 | 847.3 |
| 14 | 8 | 34 | 651.0 |
*The standard variation between the center point repetitions was below 10%.
Full factorial design and experimental results of exo-PG activity in the screening step of CBS 10928
| Trial | Experimental factors | Response | ||
|---|---|---|---|---|
| Moisture level (%) | Temperature (°C) | Time (d) | exo-PG activity (U/g) | |
| 1 | 80 | 24 | 4 | 23.6 |
| 2 | 160 | 24 | 4 | 36.4 |
| 3 | 80 | 30 | 4 | 31.6 |
| 4 | 160 | 30 | 4 | 39.6 |
| 5 | 80 | 24 | 8 | 33.9 |
| 6 | 160 | 24 | 8 | 106.0 |
| 7 | 80 | 30 | 8 | 34.1 |
| 8 | 160 | 30 | 8 | 104.2 |
| 9 – 10* | 120 | 24 | 6 | 69.8 ± 1.8 |
| 11 – 12* | 120 | 30 | 6 | 108.1 ± 5.9 |
*The standard variation between the center point repetitions was below 6%.
Central composite face-centered design and experimental results of exo-PG activity in the optimization step of CBS 100928
| Trial | Experimental factors | Response | |
|---|---|---|---|
| Moisture level (%) | Time (d) | exo-PG activity (U/g) | |
| 1 | 130 | 6 | 87.5 |
| 2 | 170 | 6 | 49.7 |
| 3 | 130 | 8 | 95.5 |
| 4 | 170 | 8 | 95.7 |
| 5 | 130 | 7 | 94.7 |
| 6 | 170 | 7 | 63.2 |
| 7 | 150 | 6 | 94.0 |
| 8 | 150 | 8 | 120.7 |
| 9* | 150 | 7 | 93.8 |
| 10* | 150 | 7 | 103.4 |
| 11* | 150 | 7 | 102.0 |
*The standard variation between the center point repetitions was below 5%.
Figure 1Response surface plot for PG activity as a function of moisture level and inducer concentration obtained by ATCC 20235 (medium optimization with D-optimal design).
Figure 2Response surface plot for PG activity as a function of temperature and time obtained by ATCC 20235 (process optimization with D-optimal design).
Figure 3Solid-state fermentation profile of ATCC 20235 utilizing optimal conditions for exo-PG production.
Figure 4Response surface plot for PG activity as a function of moisture level and time obtained by CBS 100928 (optimization with CCF design).
Figure 5Analysis of crud extracts obtained under optimized conditions for pectinase production by SDS-PAGE: lane A: ColorPlus prestained protein marker (New England BioLabs); lane B: commercial pectinase (SIGMA); lane C: Fructozym P (Erbslöh); lane D: CBS 100928; lane E: ATCC 20235; lane F: Fructozym P (1:2 dilution); lane G: commercial pectinase (1:2 dilution).
Figure 6Native PAGE: (1) Electrophoresed gel and (2) substrate containing agar plate after 50 min pre-incubation, (3) substrate containing agar plate after 90 min pre-incubation; Lane A: Fructozym P (Erbslöh); lane B: CBS 100928; lane C: ATCC 20235; lane D: commercial pectinase (SIGMA).
Comparison of enzyme activities obtained under the same cultivation conditions
| Microorganism | PG activity (U/g) | Specific activity (U/mg) | endo-activity (U/mL) at 1 U/mL exo-PG activity | PMG activity (U/g) | Proteolytic activity (log10mm2) | |
|---|---|---|---|---|---|---|
| exo | exo-PG | PG | PMG | exo | ||
| 632.7 ± 61.7 | 133.7 ± 10.2 | 1.08 ± 0.07 | 0.87 ± 0.08 | 30.1 ± 2.4 | 2.50 ± 0.05 | |
| 133.2 ± 12.1 | 54.6 ± 7.7 | 1.13 ± 0.01 | 0.99 ± 0.01 | 20.7 ± 1.9 | 2.12 ± 0.02 | |
The observed values of enzyme activities were the mean values of duplicates with standard deviation (mean ± SD).