| Literature DB >> 30836830 |
Ying Zhou1,2, Jingying Wang1, Xiujun Gao1, Kai Wang1, Wenwei Wang1, Qi Wang1, Peisheng Yan1.
Abstract
The deep-sea bacterium strain FA13 was isolated from the sediment of the South Atlantic Ocean and identified as Bacillus circulans based on 16S ribosomal DNA sequence. Through liquid fermentation with five media, the cell-free supernatant fermented with ISP2 showed the highest inhibition activities against mycelial growth of Aspergillus parasiticus mutant strain NFRI-95 and accumulation of norsolorinic acid, a precursor for aflatoxin production. Based on ISP2, uniform design was used to optimize medium formula and fermentation conditions. After optimization, the inhibition efficacy of the 20-time diluted supernatant against A. parasiticus NFRI-95 mycelial growth and aflatoxin production was increased from 0-23.1% to 100%. Moreover, compared to the original protocol, medium cost and fermentation temperature were significantly reduced, and dependence on seawater was completely relieved, thus preventing the fermentor from corrosion. This is the first report of a deep-sea microorganism which can inhibit A. parasiticus NFRI-95 mycelial growth and aflatoxin production.Entities:
Keywords: Deep-sea ; South Atlantic Ocean; aflatoxin; anti-aflatoxigenic activity; fermentation optimization
Mesh:
Substances:
Year: 2019 PMID: 30836830 PMCID: PMC6527075 DOI: 10.1080/21655979.2019.1586055
Source DB: PubMed Journal: Bioengineered ISSN: 2165-5979 Impact factor: 3.269
Factors and their levels in the uniform design.
| Factors | Level of Factors | |||||||
|---|---|---|---|---|---|---|---|---|
| X1 inoculation size (%) | 1 | 2 | 4 | 8 | ||||
| X2 cultivation temperature (°C) | 20 | 28 | 36 | |||||
| X3 cultivation time (d) | 2 | 6 | 10 | |||||
| X4 pH of medium | 6 | 7 | 8 | 9 | 10 | |||
| X5 content of seawater (%) | 0 | 20 | 40 | 60 | 80 | 100 | ||
| X6 yeast extract (g/L) | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 |
| X7 maltose (g/L) | 2 | 4 | 8 | 10 | 12 | 14 | 16 | 20 |
| X8 glucose (g/L) | 1 | 2 | 4 | 8 | 12 | |||
Figure 1.The phylogenetic tree of the genus Bacillus showing the position of the novel deep-sea strain FA13.
Anti-fungal and anti-aflatoxigenic activities of the 10 times diluted supernatants obtained from different experiment runs designed by uniform design.
| experiment runs | Mycelia growth inhibition ratio(%) | Aflatoxin inhibition ratio(%) |
|---|---|---|
| N1 | 18.30 ± 11.70 | 94.10 ± 0.20 |
| N2 | 6.80 ± 4.60 | 60.50 ± 3.30 |
| N3 | 0.00 ± 0.00 | 60.50 ± 14.60 |
| N4 | 10.10 ± 8.90 | 87.80 ± 4.30 |
| N5 | 0.00 ± 0.00 | 77.60 ± 9.50 |
| N6 | 7.20 ± 11.10 | 76.80 ± 5.10 |
| N7 | 8.30 ± 8.20 | 27.90 ± 14.70 |
| N8 | 14.60 ± 13.10 | 61.70 ± 6.30 |
| N9 | 11.40 ± 11.90 | 91.30 ± 4.70 |
| N10 | 16.20 ± 9.50 | 30.40 ± 9.60 |
| N11 | 17.30 ± 11.60 | 71.50 ± 16.90 |
| N12 | 0.00 ± 0.00 | 81.10 ± 1.80 |
| N13 | 0.00 ± 0.00 | 31.90 ± 5.10 |
| N14 | 6.60 ± 7.20 | 87.90 ± 4.20 |
| N15 | 0.00 ± 0.00 | 26.40 ± 12.10 |
| N16 | 3.90 ± 3.70 | 57.00 ± 15.00 |
| control | 0.00 ± 0.00 | 70.90 ± 18.60 |
Results of the multifactor and reciprocal regression analysis with the highest mycelia growth inhibition ratio.
| Factors | Partial correlation index | T test value | P-value |
|---|---|---|---|
| r(y, X3) = | 1.0150 | 18.7096 | 0.0032 |
| r(y, X4) = | 1.0158 | 30.7664 | 0.0013 |
| r(y, X6) = | 1.0165 | 49.3600 | 0.0005 |
| r(y, X1*X3) = | −1.0319 | 94.3020 | 0.0001 |
| r(y, X1*X5) = | 1.0169 | 150.3063 | 0.0001 |
| r(y, X2*X3) = | −1.0440 | 178.8622 | 0.0000 |
| r(y, X2*X5) = | −1.0405 | 50.7267 | 0.0005 |
| r(y, X3*X5) = | 1.0739 | 146.6788 | 0.0000 |
| r(y, X3*X6) = | 1.0176 | 55.0063 | 0.0004 |
| r(y, X4*X6) = | −1.0309 | 32.9933 | 0.0011 |
| r(y, X5*X6) = | −1.0410 | 367.0966 | 0.0000 |
| r(y, X6*X7) = | −1.0608 | 71.0856 | 0.0002 |
| r(y, X6*X8) = | 1.0740 | 295.1917 | 0.0000 |
Results of multifactor and square regression analysis with the highest aflatoxin inhibition ratio.
| Factors | Partial correlation index | T test value | P-value |
|---|---|---|---|
| r(y,X1) = | 1.0120 | 180.2885 | 0.0042 |
| r(y,X2) = | 1.0119 | 107.6849 | 0.0069 |
| r(y,X3) = | 1.0920 | 124.9897 | 0.0060 |
| r(y,X6) = | 1.0640 | 159.6755 | 0.0043 |
| r(y,X7) = | 1.0809 | 90.3913 | 0.0078 |
| r(y,X8) = | 1.0949 | 86.4505 | 0.0085 |
| r(y,X1*X1) = | −1.0730 | 197.1295 | 0.0038 |
| r(y,X2*X2) = | −1.0639 | 93.8400 | 0.0077 |
| r(y,X3*X3) = | −1.0949 | 98.5193 | 0.0074 |
| r(y,X4*X4) = | 1.0730 | 240.0177 | 0.0031 |
| r(y,X5*X5) = | −1.0120 | 236.3563 | 0.0030 |
| r(y,X6*X6) = | −1.0730 | 118.4645 | 0.0063 |
| r(y,X7*X7) = | −1.0049 | 100.7431 | 0.0072 |
| r(y,X8*X8) = | −1.0120 | 121.5531 | 0.0063 |
Comparison of predicted values and measured values of different optimized fermentation protocols.
| mycelia growth inhibition ratio% | aflatoxin inhibition ratio% | |||
|---|---|---|---|---|
| Protocol | predicted value | measured value | predicted value | measured value |
| 1 | 73.231 | 100 | - | 100 |
| 2 | - | 0 | 137.1 | 12.0 ± 17.6 |
| 3 | - | 26.7 ± 9.7 | 151.57 | 72.1 ± 9.8 |
Inhibition ratios of mycelia growth and aflatoxin of the 20 times diluted supernatants obtained from three batches of the protocol 1.
| Mycelia growth inhibition ratio(%) | aflatoxin inhibition ratio(%) | |
|---|---|---|
| Batch 1 | ||
| protocol 1 | 100.00 ± 0.00 | 100.00 ± 0.00 |
| Control(un-optimized) | 23.1 ± 7.9 | 71.9 ± 1.9 |
| Batch 2 | ||
| protocol 1 | 100.00 ± 0.00 | 100.00 ± 0.00 |
| Control(un-optimized) | 13.89 ± 3.5 | 62.5 ± 2.7 |
| Batch 3 | ||
| Protocol 1 | 100.00 ± 0.00 | 100.00 ± 0.00 |
| Control(un-optimized) | 0.00 ± 0.00 | 50.4 ± 19.5 |
Figure 2.tip culture assays of the 20 times diluted supernatants obtained from three batches of the optimized protocol 1.
Comparison of various factors between the optimized protocol and the original protocol.
| Cultivation temperature (°C) | Cultivation time (day) | Inoculation size % | Seawater content% | pH | glucose(g/L) | maltose(g/L) | Yeast extract(g/L) | Medium cost (local price) (¥/L) | |
|---|---|---|---|---|---|---|---|---|---|
| protocol 1 | 21.24 | 10.1799 | 1.06 | 0 | 6.192 | 13.806 | 2.082 | 9.369 | 2.819778 |
| Original protocol | 28.0 | 6 | 1.0 | 100 | 7.2–7.4 | 4 | 10 | 4 | 4.632 |
Figure 3.Effect of different heat treatment of fermented cell-free supernatants on the inhibition of mycelia growth and red pigment production (CK stands for GY medium).