| Literature DB >> 26742074 |
J Erik Mylroie1, Seval Ozkan2, Renuka Shivaji3, Gary L Windham4, Michael N Alpe5, W Paul Williams6.
Abstract
Aflatoxins, which are produced by Aspergillus flavus, are toxic to humans, livestock, and pets. The value of maize (Zea mays) grain is markedly reduced when contaminated with aflatoxin. Plant resistance and biological control using non-toxin producing strains are considered effective strategies for reducing aflatoxin accumulation in maize grain. Distinguishing between the toxin and non-toxin producing strains is important in determining the effectiveness of bio-control strategies and understanding inter-strain interactions. Using polymorphisms found in the fungal rRNA intergenic spacer region (IGS) between a toxigenic strain of A. flavus (NRRL 3357) and the non-toxigenic strain used in the biological control agent Afla-Guard(®) (NRRL 21882), we developed a set of primers that allows for the identification and quantification of the two strains using quantitative PCR. This primer set has been used to screen maize grain that was inoculated with the two strains individually and co-inoculated with both strains, and it has been shown to be effective in both the identification and quantification of both strains. Screening of co-inoculated ears from multiple resistant and susceptible genotypic crosses revealed no significant differences in fungal biomass accumulation of either strain in the field tests from 2010 and 2011 when compared across the means of all genotypes. Only one genotype/year combination showed significant differences in strain accumulation. Aflatoxin accumulation analysis showed that, as expected, genotypes inoculated with the toxigenic strain accumulated more aflatoxin than when co-inoculated with both strains or inoculated with only the non-toxigenic strain. Furthermore, accumulation of toxigenic fungal mass was significantly correlated with aflatoxin accumulation while non-toxigenic fungal accumulation was not. This primer set will allow researchers to better determine how the two fungal strains compete on the maize ear and investigate the interaction between different maize lines and these A. flavus strains.Entities:
Keywords: Aspergillus flavus; PCR; aflatoxin; corn; maize; quantification
Mesh:
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Year: 2016 PMID: 26742074 PMCID: PMC4728537 DOI: 10.3390/toxins8010015
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 4.546
Figure 1Alignment of section of the IGS region of the rRNA gene complex in A. flavus between strain NRRL 3357 and 21882. Alignment shows 2 bp indel used for strain specific primer development as well as other polymorphisms.
Primers used for total fungal quantification and strain specific fungal quantification.
| Primer Name | Sequence (5′→3′) | Amplicon Size |
|---|---|---|
| Af2-F a | ATCATTACCGAGTGTAGGGTTCCT | 73 bp |
| Af2-R a | GCCGAAGCAACTAAGGTACAGTAAA | |
| 3357-F2 | GGAGCGGGATCTCAGACC | 51 bp |
| 3357-R8 | GTAGGAGGTAGGGTGATCAGAGC | |
| 21882-F2 b | GGAGCGGGATCTCAGAGAC |
a Primer pair originally published by Mideros et al. 2009 [16]; b Uses the common reverse primer 3357-F8.
Figure 2PCR products from A. flavus strain specific primers. Lanes contain as follows from left to right: Invitrogen 25 bp ladder, 3357 amplified with 3357 primer pair, 21882 amplified with 3357 primer pair, (−) control amplified with 3357 primer pair, 3357 amplified with 21882 primer pair, 21882 amplified with 21882 primer pair, and (−) control amplified with 21882 primer pair.
Quantification of artificially mixed samples of A. flavus strains NRRL 3357 and 21882 using qPCR. Strains were mixed in 60:40 ratios at total fungal concentrations of 1.0 ng/μL and 0.1 ng/μL. The Roche LightCylcer® 480 instrument (Roche Diagnostics GmbH, Mannheim, Germany) was used with the SYBR Master kit (Roche Diagnostics GmbH, Mannheim, Germany) and the strain specific primers for 3357 and 21882.
| Primer Pair | 60% 3357 | 60% 21882 | 60% 3357 | 60% 21882 |
|---|---|---|---|---|
| 0.6/0.4 (ng/μL) | 0.6/0.4 (ng/μL) | 0.06/0.04 (ng/μL) | 0.06/0.04 (ng/μL) | |
| 3357 | 0.575 | 0.428 | 0.06 | 0.0425 |
| 21882 | 0.45 | 0.65 | 0.0399 | 0.0625 |
| Af2 (Total) | 1.05 | 1.05 | 0.0955 | 0.1045 |
Analysis of variance for aflatoxin and A. flavus accumulation in single cross hybrids from the Mississippi State, MS field location in 2010 and 2011.
| Source | df a | Mean Squares | |
|---|---|---|---|
| Aflatoxin b | |||
| Years | 1 | 24.69 * | 5.30 × 10−4 * |
| Reps (Years) | 8 | 1.29 | 8.40 × 10−5 |
| Genotype | 3 | 129.44 * | 2.40 × 10−3 * |
| Genotype × Years | 3 | 15.49 * | 1.80 × 10−4 |
| Reps (Genotype × Years) | 24 | 0.78 | 2.00 × 10−4 |
| Treatment | 3 | 42.35 * | 1.20 × 10−3 * |
| Treat × Year | 3 | 17.66 * | 1.00 × 10−4 |
| Treat × Genotype | 9 | 8.89 * | 2.50 × 10−4 |
| Treatment × Year × Genotype | 9 | 4.22 * | 1.80 × 10−4 |
| Error | 90 | 124.60 | 1.80 × 10−2 |
a df = degrees of freedom. b Before statistical analysis, means were transformed (ln(y + 1), where y = aflatoxin concentration). Geometric means expressed in ng/g are the result of a reverse transformation. c A. flavus accumulation measured as ng/μL of DNA. * Significant at α = 0.05.
Least significant difference (LSD) analysis of fungal accumulation by single cross hybrid across all treatments from Mississippi State, MS field location in 2010 and 2011.
| Year | Hybrid | Mean Fungal Accumulation (ng/μL) |
|---|---|---|
| SC212M × T173 | 0.0207 a | |
| GA209 × SC212M | 0.0199 a | |
| Mp313E × Mo18W | 0.0047 b | |
| Mp494 × Mp717 | 0.0031 b | |
| SC212M × T173 | 0.0144 a | |
| GA209 × SC212M | 0.0115 a,b | |
| Mp494 × Mp717 | 0.0039 b,c | |
| Mp313E × Mo18W | 0.0029 c |
a,b,c Means followed by the same letter do not significantly differ at α = 0.05.
Figure 3Fungal accumulation (ng/μL) of NRRL 3357 and 21882 in Co-Inoculated ears. (A) Fungal strain accumulation for each genotype for the field year 2010; (B) Fungal strain accumulation for each genotype for the field year 2011. * Indicates a significant difference (α = 0.05) in A. flavus accumulation for strain NRRL 21882 or NRRL 3357 in the Co-Inoculated ears. Error bars represent one standard error.
Least significant difference (LSD) analysis of aflatoxin accumulation by single cross hybrid across all treatments from Mississippi State, MS field location in 2010 and 2011.
| Single Cross Hybrid | Aflatoxin (ng/g) | |
|---|---|---|
| 2010 | 2011 | |
| GA209 × SC212M | 54 a | 80 a |
| SC212M × T173 | 35 a | 51 a |
| Mp313E × Mo18W | 13 b | 13 b |
| Mp494 × Mp717 | 2 c | 3 c |
Before statistical analysis, means were transformed (ln(y+1), where y = aflatoxin concentration). a,b,c Means followed by the same letter do not significantly differ at α = 0.05.
Least significant difference (LSD) analysis of aflatoxin accumulation by single cross hybrid for each treatment and field year from Mississippi State, MS field location in 2010 and 2011.
| Treatment | ||||||||
|---|---|---|---|---|---|---|---|---|
| SC212M × T173 | GA209 × SC212M | Mp313E × Mo18W | Mp494 × Mp717 | |||||
| 2010 | 2011 | 2010 | 2011 | 2010 | 2011 | 2010 | 2011 | |
| 3357 | 441 a | 233 a | 931 a | 329 a | 115 a | 132 a | 1 a | 3 a |
| Co-inoculated | 102 b | 422 a | 153 b | 92 a,b | 16 b | 7 b | 1 a | 4 a |
| 21882 | 0 c | 2 b | 0 c | 17 b | 1 c | 0c | 0 a | 0 a |
Before statistical analysis, means were transformed (ln(y+1), where y = aflatoxin concentration). a,b,c Means followed by the same letter do not significantly differ at α = 0.05.
Least significant difference (LSD) analysis of aflatoxin accumulation by treatments across all hybrids from Mississippi State, MS field location in 2010 and 2011.
| Treatment | Aflatoxin (ng/g) | |
|---|---|---|
| 2010 | 2011 | |
| 3357 | 103 a | 77 a |
| Co-inoculated | 38 b | 33 a |
| 21882 | 1 c | 2 b |
Before statistical analysis, means were transformed (ln(y+1), where y = aflatoxin concentration). a,b,c Means followed by the same letter do not significantly differ at α = 0.05.
Figure 4Correlation of mean A. flavus strain accumulation (ng/μL) to mean aflatoxin accumulation (ng/g). (A) Correlation of mean A. flavus strain 3357 fungal accumulation (ng/μL) to mean aflatoxin accumulation (ng/g) in ears for each genotype/year combination inoculated with 3357 or Co-Inoculated for field years 2010 and 2011. There was a strong correlation between 3357 accumulation and aflatoxin accumulation across all genotypes (R2 = 0.792); (B) Correlation of mean A. flavus strain 21882 fungal accumulation (ng/μL) to mean aflatoxin accumulation (ng/g) in ears of each genotype/year combination inoculated with 21882. There was a no correlation between 21882 accumulation and aflatoxin accumulation across all genotypes (R2 = 0.090).