| Literature DB >> 32512825 |
Hayatun Syamila Nasran1, Hidayat Mohd Yusof1, Murni Halim1,2, Nor'Aini Abdul Rahman1,2.
Abstract
Anthracnose is a fungal disease causing major losses in crop production. Chemical fungicides widely used in crop plantations to combat fungal infections can be a threat to the environment and humans in the long term. Recently, biofungicides have gained much interest as an alternative to chemical fungicides due to their environmentally friendly nature. Biofungicide products in powder form can be formulated using the freeze-drying technique to provide convenient storage. Protective agent formulation is needed in maintaining the optimal viable cells of biofungicide products. In this study, 8.10 log colony-forming unit (CFU)/mL was the highest cell viability of Paenibacillus polymyxa Kp10 at 22 h during incubation. The effects of several selected protective agents on the viability of P. polymyxa Kp10 after freeze-drying were studied. Response surface methodology (RSM) was used for optimizing formulation for the protective agents. The combination of lactose (10% w/v), skim milk (20% w/v), and sucrose (27.5% w/v) was found to be suitable for preserving P. polymyxa Kp10 during freeze-drying. Further, P. polymyxa Kp10 demonstrated the ability to inhibit fungal pathogens, Colletotrichum truncatum and C. gloeosporioides, at 60.18% and 66.52% of inhibition of radial growth, respectively.Entities:
Keywords: Paenibacillus polymyxa; RSM; antifungal; antimicrobial; biofungicide; optimization
Mesh:
Substances:
Year: 2020 PMID: 32512825 PMCID: PMC7321406 DOI: 10.3390/molecules25112618
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Figure 1A growth profile of P. polymyxa Kp10 based on colony-forming unit (CFU)/mL (♦) during 28 h of the incubation period. The error bars represent the standard deviations about the mean (n = 3).
Effect of protective agents on cell viability of P. polymyxa Kp10 before and after freeze-drying.
| Protective Agent | Viable Cell (log CFU/mL) | Survival Rate (%) | |
|---|---|---|---|
| * Before Freeze Drying | After Freeze Drying | ||
| Skim milk (20% | 8.050 | 7.185 | 89.26 |
| Lactose (10% | 8.000 | 7.022 | 87.78 |
| Sucrose (30% | 8.097 | 6.732 | 83.14 |
| Soytone (15% | 7.574 | 5.236 | 69.13 |
| Distilled water (control) | 7.468 | 4.648 | 62.24 |
* After the cell pellets mixed with the protective agents.
A sequential model sum of squares.
| Sum of Squares | df | Mean Square | ||||
|---|---|---|---|---|---|---|
|
| 661.95 | 1 | 661.95 | |||
|
| 2.590 × 10−4 | 3 | 8.632 × 10−5 | 0.022 | 0.9954 | |
|
| 4.605 × 10−3 | 3 | 1.535 × 10−3 | 0.34 | 0.7960 | |
|
| 0.058 | 3 | 0.019 | 505.45 | <0.0001 | Suggested |
|
| 1.940 × 10−4 | 4 | 4.851 × 10−5 | 1.54 | 0.3032 | Aliased |
|
| 1.892 × 10−4 | 6 | 3.154 × 10−5 | |||
|
| 662.02 | 20 | 33.10 |
Analysis of variance (ANOVA) and model coefficients.
| Source | Sum of Squares | df | Mean Square | |||
|---|---|---|---|---|---|---|
|
| 0.063 | 9 | 6.998 × 10−3 | 182.58 | <0.0001 | Significant |
|
| 1.231 × 10−4 | 1 | 1.231 × 10−4 | 3.21 | 0.1034 | |
|
| 9.761 × 10−6 | 1 | 9.761 × 10−6 | 0.25 | 0.6247 | |
|
| 1.261 × 10−4 | 1 | 1.261 × 10−4 | 3.29 | 0.0998 | |
|
| 3.001 × 10−4 | 1 | 3.001 × 10−4 | 7.83 | 0.0189 | |
|
| 4.005 × 10−3 | 1 | 4.005 × 10−3 | 104.49 | <0.0001 | |
|
| 3.001 × 10−4 | 1 | 3.001 × 10−4 | 7.83 | 0.0189 | |
|
| 0.017 | 1 | 0.017 | 435.37 | <0.0001 | |
|
| 0.015 | 1 | 0.015 | 399.93 | <0.0001 | |
|
| 0.037 | 1 | 0.037 | 957.67 | <0.0001 | |
|
| 3.833 × 10−4 | 10 | 3.833 × 10−5 | |||
|
| 2.985 × 10−4 | 5 | 5.969 × 10−5 | 3.52 | 0.0968 | Not significant |
|
| 8.483 × 10−5 | 5 | 1.697 × 10−5 | |||
|
| 0.063 | 19 |
Figure 2Response surface plots for cell viability of P. polymyxa Kp10 affected by (a) lactose (10% w/v) and sucrose (27.5% w/v); (b) skim milk (20% w/v) and sucrose (27.5% w/v); and (c) lactose (10% w/v) and skim milk (20% w/v) as protective agents subjected to freeze-drying.
Figure 3In vitro antifungal activity of P. polymyxa Kp10 against (a) C. truncatum and (b) C. gloeosporioides.
Antifungal activity of non-freeze-dried and freeze-dried P. polymyxa Kp10 against fungal pathogens in dual culture after five days growth.
| Fungal Pathogen | Non-Freeze-Dried | Freeze-dried | ||
|---|---|---|---|---|
| Inhibition Distance (mm) | Antagonism (PIRG) | Inhibition Distance (mm) | Antagonism (PIRG) | |
|
| 13.03 | 62.80% | 13.95 | 60.18% |
|
| 14.8 | 60.11% | 12.42 | 66.52% |
Note: Radius of C. truncatum and C. gloeosporioides without P. polymyxa Kp10 (control) were 35.03 mm and 37.10 mm, respectively. PIRG: percentage of inhibition of radial growth.
Protective agent combination based on a central composite design (CCD).
| Run | Type | Factor 1 (X1) | Factor 2 (X2) | Factor 3 (X3) |
|---|---|---|---|---|
| Sucrose | Skim Milk | Lactose | ||
|
| Center | 0 (27.5%) | 0 (20%) | 0 (10%) |
|
| Center | 0 (27. 5%) | 0 (20%) | 0 (10%) |
|
| Center | 0 (27.5%) | 0 (20%) | 0 (10%) |
|
| Center | 0 (27.5%) | 0 (20%) | 0 (10%) |
|
| Center | 0 (27.5%) | 0 (20%) | 0 (10%) |
|
| Center | 0 (27.5%) | 0 (20%) | 0 (10%) |
|
| Axial | 0 (27.5%) | 0 (20%) | 1.682 (18%) |
|
| Axial | 0 (27.5%) | 0 (20%) | −1.682 (2%) |
|
| Axial | −1.682 (6.48%) | 0 (20%) | 0 (10%) |
|
| Axial | 1.682 (48.52%) | 0 (20%) | 0 (10%) |
|
| Axial | 0 (27.5%) | 1.682 (37%) | 0 (10%) |
|
| Fact | 0 (27.5%) | −1.682 (3%) | 0 (10%) |
|
| Fact | −1 (15%) | 1 (30%) | −1 (5%) |
|
| Fact | 1 (40%) | −1 (10%) | 1 (15%) |
|
| Fact | −1 (15%) | −1 (10%) | −1 (5%) |
|
| Fact | 1 (40%) | 1 (30%) | 1 (15%) |
|
| Fact | −1 (15%) | −1 (10%) | 1 (15%) |
|
| Fact | −1 (15%) | 1 (30%) | 1 (15%) |
|
| Fact | 1 (40%) | −1 (10%) | −1 (5%) |
|
| Fact | 1 (40%) | 1 (30%) | −1 (5%) |
Actual factor levels corresponding to coded factor levels for three variables.
| Factor | Symbol | Actual Factor Level at Coded Factor of | ||||
|---|---|---|---|---|---|---|
| −1.682 | −1 | 0 | 1 | 1.682 | ||
|
| X1 | 3.18 | 10.00 | 20.00 | 30.00 | 36.82 |
|
| X2 | 1.59 | 5.00 | 10.00 | 15.00 | 18.41 |
|
| X3 | 6.48 | 15.00 | 27.50 | 40.00 | 48.52 |