| Literature DB >> 28946706 |
Sudharsan Sadhasivam1, Malka Britzi2, Varda Zakin3, Moshe Kostyukovsky4, Anatoly Trostanetsky5, Elazar Quinn6, Edward Sionov7.
Abstract
This study aimed to assess the occurrence of toxigenic fungi and mycotoxin contamination in stored wheat grains by using advanced molecular and analytical techniques. A multiplex polymerase chain reaction (PCR) strategy was established for rapid identification of mycotoxigenic fungi, and an improved analytical method was developed for simultaneous multi-mycotoxin determination in wheat grains by liquid chromatography-tandem mass spectrometry (LC/MS/MS) without the need for any clean-up. The optimized multiplex PCR method was highly specific in detecting fungal species containing species-specific and mycotoxin metabolic pathway genes. The method was applied for evaluation of 34 wheat grain samples collected from storage warehouses for the presence of mycotoxin-producing fungi, and a few samples were found positive for Fusarium and Aspergillus species. Further chemical analysis revealed that 17 samples contained mycotoxins above the level of detection, but only six samples were found to be contaminated over the EU regulatory limits with at least one mycotoxin. Aflatoxin B₁, fumonisins, and deoxynivalenol were the most common toxins found in these samples. The results showed a strong correlation between the presence of mycotoxin biosynthesis genes as analyzed by multiplex PCR and mycotoxin detection by LC/MS/MS. The present findings indicate that a combined approach might provide rapid, accurate, and sensitive detection of mycotoxigenic species and mycotoxins in wheat grains.Entities:
Keywords: LC/MS/MS; aflatoxins; deoxynivalenol; fumonisins; multiplex PCR; toxigenic fungi; wheat grains
Mesh:
Substances:
Year: 2017 PMID: 28946706 PMCID: PMC5666349 DOI: 10.3390/toxins9100302
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 4.546
Sets of species-specific primers used in this study 1.
| Set No. | Species | DNA/Gene Target | Amplicon Size (bp) | Annealing Temperature |
|---|---|---|---|---|
| I | 505 | |||
| 430 | ||||
| 371 | 60 °C | |||
| 250 | ||||
| 200 | ||||
| II | RAPD 2 marker | 570 | ||
| RAPD marker | 400–500 | |||
| 332 | 55 °C | |||
| RAPD marker | 220 | |||
| III | RAPD marker | 920 | ||
| 578 | ||||
| 357 | 55 °C | |||
| AFLP | 175 | |||
| IV | 585 | |||
| 480 | ||||
| 340 | 55 °C | |||
| 250 | ||||
| V | 750 | |||
| 482 | ||||
| Topoisomerase II | 386 | 60 °C | ||
| ITS1-5.8S-ITS2 | 300 |
1 See Table S1 for detailed description of the primers used in the study; 2 RAPD: random amplified polymorphic DNA.
Figure 1Specificity and sensitivity of multiplex PCR assays using species specific primers. (A) Specificity test. Lanes: M-100 bp DNA ladder; 1: primer set I; 2: primer set II; 3: primer set III; 4: primer set IV; 5: primer set V; and (B) sensitivity test. Lanes: 1: negative control; 2: positive control (wheat sample inoculated by A. parasiticus NRRL 6111, A. fumigatus NRRL 62427, A. carbonarius NRRL 368 and incubated for 48 hrs); 3–5 (represent samples inoculated by A. parasiticus NRRL 6111, A.fumigatus NRRL 62427, A. carbonarius NRRL 368 without incubation): 3: 104 spores/g; 4: 105 spores/g; and 5: 106 spores/g.
Primer sets for genes involved in mycotoxin biosynthesis 1.
| Set No. | Mycotoxin | Gene Target | Amplicon Size (bp) | Annealing Temperature |
|---|---|---|---|---|
| VI | Aflatoxins | 950 | ||
| 798 | ||||
| 452 | 58 °C | |||
| 397 | ||||
| VII | Fumonisin/Trichothecene/Zearalenone | 988 | ||
| 798 | ||||
| 546 | 55 °C | |||
| 450 | ||||
| 351 | ||||
| VIII | Ochratoxin A | 788 | ||
| 58 °C | ||||
1 See Table S1 for detailed description of the primers used in the study.
Figure 2Specificity of multiplex PCR assays using sets of primers for mycotoxin biosynthetic genes. (A) Primer set VI. Lanes: M: 1 kb DNA ladder; 1: A. parasiticus NRRL 6111; 2: A. flavus NRRL 3518; 3: A. flavus SS1; 4: A. flavus SS2; (B) primer set VII. Lanes: 1: F. verticillioides NRRL 25457; 2: F. sporotrichioides NRRL 3299; 3: F. culmorum NRRL 13320; 4: F. graminearum NRRL 3376; 5: F. verticillioides SS4; 6: F. verticillioides SS5; and (C) primer set VIII. Lanes: 1: P. verrucosum NRRL 965; 2: P. viridicatum NRRL 5571; 3: A. carbonarius NRRL 368; and 4: A. ochraceus NRRL 35018.
Figure 3Specificity of multiplex PCR assays in artificially contaminated wheat grain samples. (A) Primer set VI. Lanes: M: 1 kb DNA ladder; 1: negative control (no inoculation); 2: wheat sample artificially inoculated with A. parasiticus NRRL 6111; and (B) primer set VII. Lanes: 1: negative control (no inoculation); 2: wheat sample artificially inoculated with Fusarium spp.
Detection of mycotoxin biosynthetic pathway genes by multiplex PCR in stored wheat grain samples.
| Wheat Sample # | Mycotoxin Biosynthetic Gene Specific Primer Sets | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Aflatoxins (Set No. VI) | OTA (Set No. VIII) | ||||||||||
| 1–3 | - | - | - | - | - | - | - | - | - | - | - |
| 4 | + | - | - | + | + | + | - | - | - | - | - |
| 5 | + | - | - | + | + | + | - | - | - | - | - |
| 6 | + | - | - | + | + | + | - | + | - | - | - |
| 7 | - | - | - | + | - | - | - | - | - | - | - |
| 8 | - | - | - | + | - | - | - | - | - | - | - |
| 9 | - | - | - | + | - | - | - | - | - | - | - |
| 10 | - | - | - | - | - | - | - | - | - | - | - |
| 11 | - | - | - | - | + | + | - | - | - | - | - |
| 12–15 | - | - | - | - | - | - | - | - | - | - | - |
| 16 | - | - | - | + | + | + | - | - | - | - | - |
| 17 | - | - | - | - | - | - | - | - | - | - | - |
| 18 | + | - | - | + | + | + | - | - | - | - | - |
| 19 | + | - | - | + | + | + | - | - | - | + | - |
| 20 | + | - | - | + | + | + | - | - | - | - | - |
| 21 | + | - | - | + | + | + | - | - | - | - | - |
| 22 | - | - | - | - | - | - | - | + | - | + | - |
| 23 | - | - | - | - | - | - | - | - | + | - | |
| 24 | - | - | - | - | - | - | - | + | - | + | - |
| 25 | - | - | - | + | - | - | - | - | - | - | - |
| 26 | + | - | - | + | + | + | - | - | - | - | - |
| 27–34 | - | - | - | - | - | - | - | - | - | - | - |
“+” detected; ”-“ not detected
Figure 4Multiplex PCR using DNA isolated from stored wheat grain. (A) Primer set VI. Lanes: 1: negative control; 2–6: wheat grain naturally contaminated by aflatoxicgenic Aspergillus spp.; and (B) primer set VII. Lanes: M: 100 bp DNA ladder; 1: negative control; 2–8: wheat grain naturally contaminated by toxicgenic Fusarium spp.
Summary of LC/MS/MS validation results.
| Compound | Precursor Ion m/z | Quantifier (Qualifier) Ions m/z | Calibration Level (ppb) | Calculated Concentration ppb (±SD) 1 | RSD (%) 2 | LOQ (LOD) ppb |
|---|---|---|---|---|---|---|
| DON | 355 | 295 (265) | 40 | 41 (3.6) | 8.9 | 11.4 |
| 80 | 82.5 (4.8) | 5.9 | ||||
| 640 | 634.6 (27.4) | 4.4 | ||||
| ZEN | 317 | 131 (175) | 20 | 21.8 (4.9) | 22.5 | 6.3 |
| 40 | 36.7 (2.4) | 6.4 | ||||
| 320 | 300 (22.5) | 7.5 | ||||
| T-2 | 484 | 215 (185) | 40 | 37.6 (5.9) | 15.7 | 8.1 |
| 80 | 77.5 (8.8) | 11.4 | ||||
| 640 | 650.2 (18.9) | 2.9 | ||||
| OTA | 404 | 239 (102) | 2 | 2.1 (0.2) | 10.2 | 0.8 |
| 4 | 4.3 (0.25) | 5.7 | ||||
| 32 | 32.8 (2.95) | 9.2 | ||||
| FB1 | 722 | 334 (352) | 20 | 20.2 (0.9) | 4.2 | 8.4 |
| 40 | 41.1 (1.5) | 3.6 | ||||
| 320 | 330.4 (27.1) | 8.2 | ||||
| FB2 | 706 | 336 (318) | 20 | 18.3 (4.0) | 21.7 | 6.8 |
| 40 | 38.8 (5.2) | 13.5 | ||||
| 320 | 338.4 (23.7) | 7.0 | ||||
| AFB1 | 313 | 285 (128) | 1 | 0.98 (0.1) | 10.4 | 0.5 |
| 2 | 2.04 (0.16) | 7.8 | ||||
| 16 | 16.3 (0.39) | 2.4 | ||||
| AFB2 | 315 | 287 (259) | 1 | 1.02 (0.08) | 7.6 | 0.4 |
| 2 | 2.07 (0.11) | 5.0 | ||||
| 16 | 15.8 (0.79) | 5.1 | ||||
| AFG1 | 329 | 243 (200) | 1 | 1.04 (0.12) | 11.2 | 0.5 |
| 2 | 2.05 (0.13) | 6.2 | ||||
| 16 | 15.9 (1.01) | 6.4 | ||||
| AFG2 | 331 | 313 (245) | 1 | 1.1 (0.10) | 9.5 | 1.0 |
| 2 | 2.12 (0.11) | 5.3 | ||||
| 16 | 15.7 (0.4) | 2.5 |
1 Calculated concentrations (±SD) for each calibration level represent the accuracy of measurements; 2 and the relative standard deviation (RSD) represents the repeatability.
Mycotoxin contamination in stored wheat grain samples (ppb).
| Sample # | AFB1 | AFB2 | AFG1 | AFG2 | FB1 | FB2 | DON | OTA | T-2 | ZEN |
|---|---|---|---|---|---|---|---|---|---|---|
| 1–3 | - | - | - | - | - | - | - | - | - | - |
| 4 | 2.1 | - | - | - | 179.4 | 13.3 | 16.7 | - | - | - |
| 5 | - | - | - | - | 6.2 | 2.2 | - | - | - | - |
| 6 | - | - | - | - | 428.4 | 24.5 | 1.2 | - | - | 0.7 |
| 7 | - | - | - | - | 4.3 | - | - | - | - | - |
| 8 | - | - | - | - | - | - | - | - | - | - |
| 9 | - | - | - | 0.2 | - | - | 2.8 | - | - | - |
| 10 | - | - | - | - | - | - | - | - | - | - |
| 11 | - | - | - | - | - | - | 4.6 | - | - | - |
| 12–17 | - | - | - | - | - | - | - | - | - | - |
| 18 | - | - | - | 1.1 | 2340.7 | 87.9 | - | - | - | - |
| 19 | - | - | - | 0.3 | 53.9 | 4 | - | - | - | - |
| 20 | 6.2 | - | - | 0.4 | 62.6 | 4.8 | - | - | - | 8.9 |
| 21 | 5.2 | - | - | 0.6 | 135.1 | 11.8 | - | 1.9 | - | 3.8 |
| 22 | - | - | - | - | - | - | 263.5 | - | - | 7.6 |
| 23 | - | - | - | - | - | - | - | - | - | |
| 24 | - | - | - | - | - | - | 1746.5 | - | - | 64.8 |
| 25 | - | - | - | - | - | - | - | - | - | - |
| 26 | 32.3 | 1.8 | - | - | 106.7 | 7.5 | - | - | - | - |
| 27 | - | - | - | - | - | - | - | - | - | - |
| 28 | - | - | - | - | - | - | 8.1 | - | - | |
| 29 | - | - | - | - | - | - | - | 22.8 | - | - |
| 30 | - | - | - | - | - | - | - | 41.5 | - | - |
| 31 | - | - | - | - | - | - | 5.7 | - | - | - |
| 32–34 | - | - | - | - | - | - | - | - | - | - |
"-" not detected.