| Literature DB >> 22069731 |
Ahmed M Abdel-Hadi1, Daniel P Caley, David R F Carter, Naresh Magan.
Abstract
Aspergillus flavus and Aspergillus parasiticus are important pathogens of cotton, corn, peanuts and other oil-seed crops, producing toxins both in the field and during storage. We have designed three siRNA sequences (Nor-Ia, Nor-Ib, Nor-Ic) to target the mRNA sequence of the aflD gene to examine the potential for using RNA silencing technology to control aflatoxin production. Thus, the effect of siRNAs targeting of two key genes in the aflatoxin biosynthetic pathway, aflD (structural) and aflR (regulatory gene) and on aflatoxin B(1 )(AFB(1)), and aflatoxin G(1) (AFG(1)) production was examined. The study showed that Nor-Ib gave a significant decrease in aflD mRNA, aflR mRNA abundance, and AFB(1) production (98, 97 and 97% when compared to the controls) in A. flavus NRRL3357, respectively. Reduction in aflD and aflR mRNA abundance and AFB(1 )production increased with concentration of siRNA tested. There was a significant inhibition in aflD and AFB(1) production by A. flavus EGP9 and AFG(1 )production by A. parasiticus NRRL 13005. However, there was no significant decrease in AFG(1) production by A. parasiticus SSWT 2999. Changes in AFB(1) production in relation to mRNA levels of aflD showed a good correlation (R = 0.88; P = 0.00001); changes in aflR mRNA level in relation to mRNA level of aflD also showed good correlation (R = 0.82; P = 0.0001). The correlations between changes in aflR and aflD gene expression suggests a strong relationship between these structural and regulatory genes, and that aflD could be used as a target gene to develop efficient means for aflatoxin control using RNA silencing technology.Entities:
Keywords: aflD (nor-1) gene; aflR gene; aflatoxin; real-time PCR; siRNA
Mesh:
Substances:
Year: 2011 PMID: 22069731 PMCID: PMC3202845 DOI: 10.3390/toxins3060647
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 4.546
Details of siRNA sequences used in this study.
| siRNA Name | siRNA Sequence |
|---|---|
| Nor-Ia | Sense strand: CAUGUAUGCUCCCGUCCUAUU |
| Antisense strand : UAGGACGGGAGCAUACAUGUU | |
| Nor-Ib | Sense strand: GCAACAGGCCAAGUUUGUCUU |
| Antisense strand : GACAAACUUGGCCUGUUGCUU | |
| Nor-Ic | Sense strand: CAGGCCAAGUUUGUCUUGAUU |
| Antisense strand : UCAAGACAAACUUGGCCUGUU |
Figure 1Standard curves from real-time PCR by plotting the threshold cycle (Ct) vs. log10 initial copy numbers of aflD gene (a) and aflR gene (b) amplified with the primer of labeled with FAM. Where E: The efficiency of PCR, R2 value: correlation coefficient.
Figure 2Effect of siRNA for silencing aflD target gene on aflatoxin B1 production, gene expression of aflD and aflR by using real-time PCR of Aspergillus flavus NRRL. Vertical bar indicates standard error, control (untreated with siRNA), and N. Control (treated with unrelated siRNA as a negative control).
(a) Analysis of Variance of the effect of siRNA silencing of the aflD target gene on AFB1 production, expression of aflD gene and aflR gene, and (b) effect of different concentrations of siRNA (Nor-Ib) on log AFB1 production, log quantification of aflD gene and aflR gene. Key: DF: Degrees of freedom, MS: mean square; P: Probability, F: F value.
| DF | MS | F | P | |
|---|---|---|---|---|
| (a) | ||||
| Factor | ||||
| 4 | 8.58 × 108 | 42.47 | 0.000003 | |
| AFB1 | 4 | 1.24 × 108 | 18.74 | 0.0001 |
| 4 | 8.16 × 109 | 8.63 | 0.0027 | |
| (b) | ||||
| Factor | ||||
| log | 5 | 1.87 | 10.95 | 0.0003 |
| log AFB1 | 5 | 0.41 | 199.13 | 0.00000 |
| log | 5 | 2.4659 | 6.05 | 0.005 |
Statistical correlations between aflD gene, aflR gene and AFB1 production of A. flavus NRRL3357 treated with siRNA (Nor-Ib). Key: R: correlation coefficient, P: Probability, F: F value.
| Correlations | R Value | F | P |
|---|---|---|---|
| 0.82 | 28.41 | 0.0001 | |
| 0.88 | 47.26 | 0.00001 | |
| 0.66 | 10.039 | 0.0074 | |
| log | 0.86 | 46.31 | 0.000 |
| log AFB1 and siRNA conc. | 0.91 | 77.75 | 0.000 |
| log | 0.45 | 4.07 | 0.06 |
Figure 3Effect of different concentrations of siRNA (Nor-Ib) on Aflatoxin B1 production, gene expression of aflD and aflR by using real-time PCR of Aspergillus flavus NRRL3357. Vertical bar indicate standard errors of the mean.
Aflatoxin B1 (AFB1), Aflatoxin G1 (AFG1), aflD and aflR expression assayed by control (untreated) and Nor-1b siRNA (treated) on three aflatoxigenic strains. Each value is mean ± standard error based on three replicates.
| Strains | AFB1 (µ/mL) | AFG1(µ/mL) | ||||||
|---|---|---|---|---|---|---|---|---|
| Un-Treated | Treated | Un-Treated | Treated | Un-Treated | Treated | Un-Treated | Treated | |
| 0.7 ± 0.05 | 0.088 ± 0.003 | 0 | 0 | 195.6 ± 56.9 | 0.69 ± 0.2 | 41 ± 10.7 | 6.8 ± 0.8 | |
| 0.15 ± 0.04 | 0.05 ± 0.01 | 2.7 ± 0.5 | 0.6 ± 0.2 | 22.9 ± 4.7 | 2.4 ± 1.4 | 0.6 ± 0.2 | 0.05 ± 0.007 | |
| 1.48 ± 0.37 | 1.1 ± 0.4 | 7.8 ± 1.9 | 5.5 ± 3.0 | 499.9 ± 85. | 43.6 ± 5.5 | 0.4 ± 0.1 | 0.06 ± 0.02 | |
(a) Analysis of Variance of the effect of siRNA (Nor-Ib) for silencing aflD target gene on aflatoxin B1, aflatoxin G1 expression of aflD and aflR genes of three aflatoxigenic strains (a) A. flavus EPG9; (b) A. parasiticusNRRL13005; and (c) A. parasiticus SSWT2999. Key: DF: Degrees of freedom, MS: mean square, P: Probability, F: F value.
| DF | MS | F | P | |
|---|---|---|---|---|
| ( | ||||
| 1 | 5.7 × 1010 | 11.71 | 0.026 * | |
| AFB1 | 1 | 7.4 × 105 | 163.06 | 0.0002 * |
| ( | ||||
| 1 | 6.3 × 108 | 17.07 | 0.01* | |
| AFG1 | 1 | 6.9 × 106 | 12.34 | 0.02* |
| ( | ||||
| 1 | 3.1 × 1011 | 28.68 | 0.005* | |
| AFG1 | 1 | 8.3 × 106 | 0.42 | 0.54 |
* Significant < 0.05 %.