| Literature DB >> 24031295 |
Aline de Souza Ramos1, Sorele Batista Fiaux, Selma Gomes Ferreira Leite.
Abstract
Many Trichoderma species are able to produce 6-pentyl-α-pyrone (6-PP), a lactone with coconut-like aroma. In the present work, several culture parameters were studied to enhance the production of 6-PP by Trichoderma harzianum 4040 in solid-state fermentation. Green coir powder added to a nutrient solution was used as support material for fermentation. A Plackett-Burman screening technique was applied, followed by a fractionary factorial design. The best culture conditions within the experimental domain studied were (100 g support)(-1): sucrose, 3 g; NaNO3, 0.24 g; (NH4)2SO4, 0.18 g; KH2PO4, 0.1 g; inoculum concentration, 2.2 × 10(6) spores; moisture level, 55%. The temperature established was 28°C. The fermentation under the selected conditions led to a 6-PP production six times higher (5.0 mg/g dry matter) than the initial one (0.8 mg/g dry matter) after seven days of cultivation.Entities:
Keywords: 6-pentyl-α-pyrone; Trichoderma harzianum; experimental design; solid-state fermentation
Year: 2008 PMID: 24031295 PMCID: PMC3768464 DOI: 10.1590/S1517-838220080004000022
Source DB: PubMed Journal: Braz J Microbiol ISSN: 1517-8382 Impact factor: 2.476
Experimental domain for the Plackett-Burman screening.
| Factors | Minimum level (-1) | Central (0) | Maximum level (+1) |
|---|---|---|---|
| 0 | 1.5 | 3 | |
| 0 | 0.05 | 0.1 | |
| 0 | 0.047 | 0.094 | |
| 0 | 0.038 | 0.076 | |
| 0 | 0.0285 | 0.057 | |
| 0 | 0.06 | 0.12 | |
| 0 | 0.05 | 0.1 | |
| 0 | 0.25 | 0.5 | |
| 0 | 0.025 | 0.05 | |
| 0 | 0.0004 | 0.0008 | |
| 0 | 0.00005 | 0.0001 | |
| 0 | 0.0005 | 0.001 | |
| 55 | 62 | 69 | |
| Inoculum (spores/100g support) | 2.2 × 106 | 2.2 × 107 | 2.2 × 108 |
| Incubation temperature (°C ± 1°C) | 28 | 31 | 34 |
Experimental domain for the fractionary factorial design as recommended by Taguchi (10).
| Factors (g/ 100g support) | Minimum level (-1) | Central (0) | Maximum level (+1) |
|---|---|---|---|
| 3.00 | 4.00 | 5.00 | |
| 0.00 | 0.09 | 0.18 | |
| 0.00 | 0.12 | 0.24 | |
| 0.10 | 0.13 | 0.16 |
Experimental runs and response values of the Plackett-Burman screening. Fermentation time: 7 days.
| Factors and levels | Response | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Run | S | YE | N1 | N2 | N3 | N4 | P | M | K | C | Z | F | W | T | log n | 6-PP (mg/gDM) |
| 1 | -1 | -1 | -1 | -1 | +1 | +1 | +1 | +1 | +1 | +1 | -1 | -1 | -1 | -1 | +1 | 0.02 |
| 2 | +1 | -1 | -1 | -1 | -1 | -1 | -1 | +1 | +1 | +1 | +1 | +1 | +1 | -1 | -1 | 0.06 |
| 3 | -1 | +1 | -1 | -1 | -1 | +1 | +1 | -1 | -1 | +1 | +1 | +1 | -1 | +1 | -1 | 0 |
| 4 | +1 | +1 | -1 | -1 | +1 | -1 | -1 | -1 | -1 | +1 | -1 | -1 | +1 | +1 | +1 | 0.01 |
| 5 | -1 | -1 | +1 | -1 | +1 | -1 | +1 | -1 | +1 | -1 | +1 | -1 | +1 | +1 | -1 | 0.01 |
| 6 | +1 | -1 | +1 | -1 | -1 | +1 | -1 | -1 | +1 | -1 | -1 | +1 | -1 | +1 | +1 | 0 |
| 7 | -1 | +1 | +1 | -1 | -1 | -1 | +1 | +1 | -1 | -1 | -1 | +1 | +1 | -1 | +1 | 0.09 |
| 8 | +1 | +1 | +1 | -1 | +1 | +1 | -1 | +1 | -1 | -1 | +1 | -1 | -1 | -1 | -1 | 1.87 |
| 9 | -1 | -1 | -1 | +1 | +1 | +1 | -1 | +1 | -1 | -1 | -1 | +1 | +1 | +1 | -1 | 0 |
| 10 | +1 | -1 | -1 | +1 | -1 | -1 | +1 | +1 | -1 | -1 | +1 | -1 | -1 | +1 | +1 | 0.02 |
| 11 | -1 | +1 | -1 | +1 | -1 | +1 | -1 | -1 | +1 | -1 | +1 | -1 | +1 | -1 | +1 | 0 |
| 12 | +1 | +1 | -1 | +1 | +1 | -1 | +1 | -1 | +1 | -1 | -1 | +1 | -1 | -1 | -1 | 0.68 |
| 13 | -1 | -1 | +1 | +1 | +1 | -1 | -1 | -1 | -1 | +1 | +1 | +1 | -1 | -1 | +1 | 0.06 |
| 14 | +1 | -1 | +1 | +1 | -1 | +1 | +1 | -1 | -1 | +1 | -1 | -1 | +1 | -1 | -1 | 3.2 |
| 15 | -1 | +1 | +1 | +1 | -1 | -1 | -1 | +1 | +1 | +1 | -1 | -1 | -1 | +1 | -1 | 0.01 |
| 16 | +1 | +1 | +1 | +1 | +1 | +1 | +1 | +1 | +1 | +1 | +1 | +1 | +1 | +1 | +1 | 0.02 |
| 17 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.4 |
| 18 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.15 |
| 19 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.29 |
| 20 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.29 |
The experimental domain is shown in Table 1.
ANOVA for 6-PP produced response from the Plackett-Burman screening (r2 = 0.94, r2 ajusted for df = 0.93).
| Factor | Sum of Squares | df | Mean Squares | F-ratio | |
|---|---|---|---|---|---|
| 2.01 | 1 | 2.01 | 192.17 | 0.001 | |
| 0.03 | 1 | 0.03 | 2.71 | 0.198 | |
| 1.25 | 1 | 1.25 | 119.00 | 0.002 | |
| 0.23 | 1 | 0.23 | 22.31 | 0.018 | |
| 0.03 | 1 | 0.03 | 3.10 | 0.176 | |
| 1.09 | 1 | 1.09 | 104.40 | 0.002 | |
| 0.25 | 1 | 0.25 | 24.28 | 0.016 | |
| 0.22 | 1 | 0.22 | 20.95 | 0.02 | |
| 1.23 | 1 | 1.23 | 117.49 | 0.002 | |
| 0.03 | 1 | 0.03 | 2.97 | 0.183 | |
| 0.24 | 1 | 0.24 | 23.20 | 0.017 | |
| 1.12 | 1 | 1.12 | 106.43 | 0.002 | |
| 0.03 | 1 | 0.03 | 3.17 | 0.173 | |
| 2.17 | 1 | 2.17 | 207.36 | 0.001 | |
| Log | 1.97 | 1 | 1.97 | 188.01 | 0.001 |
| Lack of Fit | 0.03 | 1 | 0.03 | 2.64 | 0.203 |
| Pure Error | 0.03 | 3 | 0.01 | ||
| Total (corr.) | 11.98 | 19 |
n: inoculum (spores/100 g support).
Experimental runs and response values of the second experimental design. Inoculum concentration: 2.2 × 106 spores / 100g support; moisture level, 55%; incubation temperature: 28°C; fermentation time: 7 days.
| Run | Factors and levels | Response | |||
|---|---|---|---|---|---|
| S | N4 | N1 | p | 6-PP (mg/gDM) | |
| 1 | -1 | -1 | -1 | -1 | 0.08 |
| 2 | -1 | -1 | +1 | +1 | 2.2 |
| 3 | -1 | +1 | -1 | +1 | 3.38 |
| 4 | -1 | +1 | +1 | -1 | 4.89 |
| 5 | +1 | -1 | -1 | +1 | 0.04 |
| 6 | +1 | -1 | +1 | -1 | 2.37 |
| 7 | +1 | +1 | -1 | -1 | 3.23 |
| 8 | +1 | +1 | +1 | +1 | 4.78 |
| 9 | 0 | 0 | 0 | 0 | 2.84 |
| 10 | 0 | 0 | 0 | 0 | 3.3 |
| 11 | 0 | 0 | 0 | 0 | 2.4 |
| 12 | 0 | 0 | 0 | 0 | 3.56 |
The experimental domain is shown in Table 2.
ANOVA for 6-PP produced response from the second experimental design (r2 = 0.94, r2 adjusted for df = 0.93).
| Factor | Sum of Squares | df | Mean Squares | F-ratio | |
|---|---|---|---|---|---|
| 0.00 | 1 | 0 | 0.01 | 0.931 | |
| 16.78 | 1 | 16.78 | 64.95 | 0.004 | |
| 7.04 | 1 | 7.04 | 27.24 | 0.014 | |
| 0.00 | 1 | 0.00 | 0.01 | 0.917 | |
| 0.02 | 1 | 0.02 | 0.07 | 0.803 | |
| 0.01 | 1 | 0.01 | 0.03 | 0.876 | |
| 0.25 | 1 | 0.25 | 0.96 | 0.399 | |
| Lack of Fit | 0.44 | 1 | 0.44 | 1.69 | 0.285 |
| Pure Error | 0.77 | 3 | 0.26 | ||
| Total (corr.) | 25.31 | 11 |
Figure 1Evolution of 6-PP concentration at culture conditions suggested after analysis of the two sequential experimental designs. Data reported are the average of three replicates. Culture conditions (100 g support)−1: sucrose, 3 g; sodium nitrate, 0.24 g; ammonium sulfate, 0.18 g; potassium dihydrogen phosphate, 0.1 g; inoculum concentration, 2.2 × 106 spores; moisture level, 55%. Incubation temperature: 28°C.