| Literature DB >> 31968531 |
Marta García-Díaz1, Jéssica Gil-Serna1, Covadonga Vázquez1, María Nieves Botia2, Belén Patiño1.
Abstract
Mycotoxin contamination is one of the main problems affecting corn production, due to its significant risk to human and animal health. The Fusarium and Aspergillus species are the main producers of mycotoxins in maize, infecting both pre-harvest and during storage. In this work, we evaluated the presence of mycotoxins and their producing species along maize production cycles in three different stages (anthesis, harvest, and storage) during three consecutive seasons (2016-2018). Fungal occurrences were studied using species-specific PCR protocols, whereas mycotoxin levels were determined by LC-MS/MS. Fumonisin-producing Fusarium species (F. verticillioides and F. proliferatum), as well as the aflatoxin producer Aspergillus flavus, were the most predominant species at all stages; although, during some seasons, the presence of F. graminearum and A. niger aggregate species were also identified. Contrastingly, fumonisins were the only mycotoxins detected and levels were always under legal regulations. The results presented here demonstrate that even when fungal contamination occurs at the early stages of the maize production cycle, the application of good agricultural and storage practices might be crucial to ensure mycotoxin-free grains.Entities:
Keywords: Aspergillus; Fusarium; PCR-detection; aflatoxins; corn; fumonisins; good agricultural practices
Year: 2020 PMID: 31968531 PMCID: PMC7023295 DOI: 10.3390/microorganisms8010141
Source DB: PubMed Journal: Microorganisms ISSN: 2076-2607
Characteristics of maize samples analyzed in this study, obtained from three growth stages during three consecutive seasons.
| Season | Stage | Plot | Variety | Sample Code |
|---|---|---|---|---|
| 2016 | ANTHESIS-MALE | P1 | DKC 6630 | P1.MF-16 |
| P2 | DKC 6442 | P2.MF-16 | ||
| ANTHESIS-FEMALE | P1 | DKC 6630 | P1.FF-16 | |
| P2 | DKC 6442 | P2.FF-16 | ||
| PRE-HARVEST | P1 | DKC 6630 | P1.PRE-16 | |
| P2 | DKC 6442 | P2.PRE-16 | ||
| STORAGE | SILO-16 | |||
| 2017 | ANTHESIS-MALE | P1 | DKC 6442 | P1.MF-17 |
| P2 | DKC 6442 | P2.MF-17 | ||
| P3 | DKC 6630 | P3.MF-17 | ||
| ANTHESIS-FEMALE | P1 | DKC 6442 | P1.FF-17 | |
| P2 | DKC 6442 | P2.FF-17 | ||
| P3 | DKC 6630 | P3.FF-17 | ||
| PRE-HARVEST | P1 | DKC 6442 | P1.PRE-17 | |
| P2 | DKC 6442 | P2.PRE-17 | ||
| P3 | DKC 6630 | P3.PRE-17 | ||
| STORAGE | SILO-17 | |||
| 2018 | ANTHESIS-MALE | P2 | DKC 6630 | P2.MF-18 |
| P3 | DKC 6728 | P3.MF-18 | ||
| P4 | DKC 6442 | P4.MF-18 | ||
| ANTHESIS-FEMALE | P2 | DKC 6630 | P2.FF-18 | |
| P3 | DKC 6728 | P3.FF-18 | ||
| P4 | DKC 6442 | P4.FF-18 | ||
| PRE-HARVEST | P2 | DKC 6630 | P2.PRE-18 | |
| P3 | DKC 6728 | P3.PRE-18 | ||
| P4 | DKC 6442 | P4.PRE-18 | ||
| STORAGE | SILO-18 |
P (plot); MF (male flower); FF (female flower); PRE (pre-harvest).
Fungal strains analyzed indicating the origin, species, accession number, and presence (+) or absence (-) of the specific PCR amplification product of F. temperatum (FT), F. langsethiae (FL) F. sporotrichioides (FS), F. poae (FP), F. graminearum (FG), and F. fujikuroi (FJ) using the specific protocols designed in this study.
| Strain | Origin | Species | Accession Number | FT | FL | FS | FP | FG | FJ |
|---|---|---|---|---|---|---|---|---|---|
| ITEM 550 a | Poland |
| - | - | + | - | - | - | |
| ITEM 695 a | USA |
| - | - | + | - | - | - | |
| ITEM 707 a | Poland |
| - | - | + | - | - | - | |
| ITEM 1442 a |
| - | - | + | - | - | - | ||
| ITEM 4596 a | Russia |
| - | - | + | - | - | - | |
| ITEM 4597 a | Russia |
| - | - | + | - | - | - | |
| CECT 20150 b |
| - | - | + | - | - | - | ||
| CECT 20166 b | Russia |
| - | - | + | - | - | - | |
| ITEM 6606 a | England |
| - | - | - | + | - | - | |
| ITEM 6607 a | England |
| - | - | - | + | - | - | |
| MUCL 6114 c | Belgium |
| - | - | - | + | - | - | |
| MUCL 7555 c | Belgium |
| - | - | - | + | - | - | |
| MUCL 42824 c | Belgium |
| - | - | - | + | - | - | |
| CBS 747.97 e | USA |
| MN861787 | - | - | - | - | - | - |
| MPE-0990 g |
| MN861796 | - | - | - | - | - | - | |
| CBS 138.287 e | Mexico |
| MN861786 | + | - | - | - | - | - |
| F1-VERT | Spain |
| MN861741 | - | - | - | - | - | - |
| F3-VERT | Spain |
| MN861743 | - | - | - | - | - | - |
| MPA 0999 g | USA |
| MN861799 | - | - | - | - | - | - |
| F2-PRO | Spain |
| MN861742 | - | - | - | - | - | - |
| F4-PRO | Spain |
| MN861745 | - | - | - | - | - | - |
| MPD 4853 g |
| MN861797 | - | - | - | - | - | - | |
| ITEM 4092 a | Italy |
| MN861805 | - | - | - | - | - | + |
| ITEM 4093 a | Italy |
| - | - | - | - | - | + | |
| ITEM 4094 a | Italy |
| - | - | - | - | - | + | |
| ITEM 4095 a | Italy |
| - | - | - | - | - | + | |
| MPC1993 g |
| - | - | - | - | - | + | ||
| MPC1995 g | Taiwan |
| - | - | - | - | - | + | |
| PRC 14a d |
| - | - | - | - | - | + | ||
| PRC 19a d |
| - | - | - | - | - | + | ||
| ITEM 6013 a | USA |
| MN861806 | - | - | - | - | - | - |
| ITEM 1590 a | Italy |
| MN861808 | - | - | - | - | - | - |
| F23-LANG | Spain |
| MN861761 | - | + | - | - | - | - |
| L.3.1 | UK |
| - | + | - | - | - | - | |
| L.3.2 | UK |
| - | + | - | - | - | - | |
| NRRL 28585 f | Venezuela |
| - | - | - | - | + | - | |
| NRRL 28436 f | France |
| - | - | - | - | + | - | |
| NRRL 29020 f | South Africa |
| - | - | - | - | + | - | |
| NRRL 29148 f | USA |
| - | - | - | - | + | - | |
| NRRL 26755 f | South Africa |
| - | - | - | - | + | - | |
| NRRL 13818 f | Japan |
| - | - | - | - | + | - | |
| NRRL 29169 f | USA |
| - | - | - | - | + | - | |
| NRRL 28585 f | New Zealand |
| - | - | - | - | + | - | |
| ITEM 628 a | Yugoslavia |
| - | - | - | - | - | - | |
| ITEM 4335 a |
| - | - | - | - | - | - | ||
| ITEM 6717 a | Hungary |
| - | - | - | - | - | - | |
| ITEM 6718 a | Hungary |
| - | - | - | - | - | - | |
| Be1:H3-1/1G | Spain |
| - | - | - | - | - | - | |
| ITEM 4094 a |
| MN861807 | - | - | - | - | - | - | |
| MPB 3852 g |
| MN861798 | - | - | - | - | - | - | |
| VI01093 | Norway |
| - | - | - | - | - | - | |
| F100 | Spain |
| MN861795 | - | - | - | - | - | - |
| F103 | Spain |
| MN861794 | - | - | - | - | - | - |
Strains retrieved from a Agrofood Microbial Culture Collection (ISPA, Bari, Italy), b Spanish Type Culture Collection (CECT, Valencia, Spain), c Belgian Coordinated Collections of Micro-organisms (BCCM, Brussels, Belgium), d Hurbarium Collections at the Charles University (PRC, Prague, Czechia), e Westerdijk Fungal Biodiversity Institute Collection (CBS-KNAW, Utrecht, The Netherlands), f Agricultural Research Center Culture Collection (USDA, Washington, DC, USA). g Strain from G. fujikuroi mating populations A-H.
Figure 1PCR amplification using the optimized protocols for specific detection of F. graminearum (a) F. langshetiae (b), F. fujikuroi (c) F. poae (d), F. sporotrichioides (e) and F. temperatum (f). Lanes 1 and 2: F. graminearum NRRL 28585, NRRL 28436; Lanes 3 and 4: F. langsethiae L.3.1, L.3.2; Lanes 5 and 6: F. fujikuroi ITEM 4092, ITEM 4093; Lanes 7 and 8: F. poae ITEM 6006, ITEM 6007; Lanes 9 and 10: F. sporotrichioides ITEM 550, ITEM 695; Lane 11: F. subglutinans CBS 747.97; Lane 12: F. temperatum CBS 138.287; Lane 13: F. culmorum ITEM 628; Lane 14: F. globosum ITEM 613; Lane 15: F. equiseti VIo1093; Lane 16: F. verticillioides F1-VERT; Lane 17: F. proliferatum F2-PRO; Lane 18: non template control. M: DNA molecular size 1000 bp marker.
PCR detection of Fusarium and Aspergillus species in pre-harvest and stored maize samples using species-specific assays. The presence (+) or absence (-) of the specific PCR amplification product is indicated for each replicate (1, 2, 3).
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| 1 | 2 | 3 | 1 | 2 | 3 | 1 | 2 | 3 | 1 | 2 | 3 | 1 | 2 | 3 | 1 | 2 | 3 | 1 | 2 | 3 | 1 | 2 | 3 |
| P1.FM-16 | - | - | - | - | - | - | - | - | - | + | + | + | - | - | - | - | - | - | - | - | - | - | - | - |
| P2.FM-16 | - | - | - | - | - | - | - | - | - | + | + | + | - | - | - | - | - | - | - | - | - | - | - | - |
| P1.FF-16 | - | - | - | - | - | - | - | - | - | + | + | + | - | - | - | - | - | - | - | - | - | - | - | - |
| P2.FF-16 | - | - | - | - | - | - | - | - | - | + | + | + | - | - | - | - | - | - | - | - | - | - | - | - |
| P1.PRE-16 | + | + | + | - | - | - | - | - | - | + | - | - | - | - | - | - | - | - | - | - | - | + | + | + |
| P2.PRE-16 | + | + | + | + | + | + | - | - | - | + | + | + | - | - | - | - | - | - | + | - | - | + | + | + |
| SILO-16 | + | + | + | + | + | + | - | - | - | + | + | + | - | - | - | - | - | - | - | - | - | - | - | - |
| P1.FM-17 | - | - | - | - | - | - | - | - | - | + | + | + | - | - | - | - | - | - | + | + | + | + | - | - |
| P2.FM-17 | - | - | - | - | - | - | - | - | - | + | + | + | - | - | - | + | - | - | - | - | - | - | - | - |
| P3.FM-17 | + | - | - | - | - | - | - | - | - | + | + | + | - | - | - | - | - | - | - | - | - | - | - | - |
| P1.FF-17 | + | + | + | + | - | - | - | - | - | + | + | + | - | - | - | + | + | + | + | + | + | + | - | - |
| P2.FF-17 | - | - | - | - | - | - | - | - | - | + | - | - | - | - | - | - | - | - | + | - | - | - | - | - |
| P3.FF-17 | + | - | - | - | - | - | - | - | - | + | + | + | - | - | - | - | - | - | + | + | + | + | + | + |
| P1.PRE-17 | - | - | - | - | - | - | - | - | - | + | + | + | + | + | - | - | - | - | + | + | + | + | + | + |
| P2.PRE-17 | + | + | + | + | + | + | - | - | - | + | + | + | - | - | - | - | - | - | - | - | - | - | - | - |
| P3.PRE-17 | + | - | - | + | - | - | - | - | - | + | - | - | + | - | - | - | - | - | + | + | + | + | - | + |
| SILO-17 | + | + | + | + | - | - | - | - | - | + | + | + | - | - | - | - | - | - | - | - | - | - | - | - |
| P2.FM-18 | + | + | + | - | - | - | + | + | + | + | + | + | - | - | - | - | - | - | - | - | - | + | + | + |
| P3.FM-18 | + | + | + | + | + | + | + | + | - | + | + | + | - | - | - | + | + | + | - | - | - | + | + | + |
| P4.FM-18 | - | - | - | + | - | - | + | + | + | + | + | + | - | - | - | + | + | + | + | + | + | + | + | + |
| P2.FF-18 | + | + | + | + | + | + | - | - | - | + | + | + | - | - | - | - | - | - | - | - | - | - | - | - |
| P3.FF-18 | + | + | + | - | - | - | - | - | - | + | + | + | - | - | - | - | - | - | - | - | - | + | - | - |
| P4.FF-18 | - | - | - | - | - | - | - | - | - | + | + | + | - | - | - | + | - | - | - | - | - | + | + | + |
| P2.PRE-18 | + | + | + | + | + | + | - | - | - | + | + | - | - | - | - | - | - | - | - | - | - | - | - | - |
| P3.PRE-18 | + | + | + | + | + | + | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| P4.PRE-18 | + | + | + | - | - | - | - | - | - | - | - | - | + | + | - | - | - | - | - | - | - | - | - | - |
| SILO-18 | + | + | + | + | + | + | + | + | + | + | + | + | - | - | - | - | - | - | - | - | - | + | + | + |
PCR, polymerase chain reaction; (+) positive amplification and (-) no amplification. P (plot); MF (male flower); FF (female flower); PRE (pre-harvest).
Fumonisin concentrations (FB1 and FB2) in the pre-harvest (PRE) and stored maize samples, across three seasons. Each value corresponds to the mean of two replicates ± standard error. The detection limits were 180 and 60 μg/kg in the cases of FB1 and FB2, respectively.
| Season | Plot | Samples | FB1 (μg/kg) | FB2 (μg/kg) |
|---|---|---|---|---|
| 2016 | P1 | PRE 1.1-16 | 1219.44 ± 2.21 | 214.86 ± 1.96 |
| PRE 1.2-16 | 1289.89 ± 14.75 | 218.15 ± 5.82 | ||
| PRE 1.3-16 | 204.14 ± 0.62 | ND | ||
| P2 | PRE 2.1-16 | ND | ND | |
| PRE 2.2-16 | ND | ND | ||
| PRE 2.3-16 | 1334.74 ± 31.57 | 168.71 ± 2.62 | ||
| SILO-16 | ND | ND | ||
| SILO-16 | ND | ND | ||
| SILO-16 | ND | ND | ||
| 2017 | P1 | PRE 1.1-17 | ND | ND |
| PRE 1.2-17 | 3658.78 ± 75.79 | 740.06 ± 4.08 | ||
| PRE 1.3-17 | ND | ND | ||
| P2 | PRE 2.1-17 | 5902.87 ± 45.73 | 606.41 ± 29.06 | |
| PRE 2.2-17 | ND | ND | ||
| PRE 2.3-17 | 1496.14 ± 33.05 | 312.32 ± 2.02 | ||
| P3 | PRE 3.1-17 | ND | ND | |
| PRE 3.2-17 | ND | ND | ||
| PRE 3.3-17 | ND | ND | ||
| SILO-17 | ND | ND | ||
| SILO-17 | ND | ND | ||
| SILO-17 | ND | ND | ||
| 2018 | P2 | PRE 2.1-18 | 371.53 ± 0.17 | 111.24 ± 3.24 |
| PRE 2.2-18 | 355.78 ± 6.83 | 85.86 ± 1.62 | ||
| PRE 2.3-18 | ND | ND | ||
| P3 | PRE 3.1-18 | 870.63 ± 9.98 | 215.46 ± 5.22 | |
| PRE 3.2-18 | 455.35 ± 6.30 | 111.78 ± 0.18 | ||
| PRE 3.3-18 | ND | ND | ||
| P4 | PRE 4.1-18 | ND | ND | |
| PRE 4.2-18 | ND | ND | ||
| PRE 4.3-18 | ND | ND | ||
| SILO-18 | 180.25 ± 1.40 | ND | ||
| SILO-18 | 198.98 ± 0.53 | ND | ||
| SILO-18 | 186.03 ± 0.88 | ND |
ND: non detected; P (plot); PRE (pre-harvest).