| Literature DB >> 31244797 |
Paola Giorni1, Terenzio Bertuzzi2, Paola Battilani1.
Abstract
Maize is a possible host of many fungi, some of them able to produce different mycotoxins. Few studies exist on co-occurring fungi and resulting multi-mycotoxin contamination in field; for this reason, in field trials were conducted in two consecutive years to verify fungal incidence and mycotoxin production in the case of the co-occurrence of the three main mycotoxigenic fungi of maize in Italy: Aspergillus flavus, Fusarium verticillioides, and Fusarium graminearum able to produce, respectively, aflatoxin B1 (AFB1), fumonisins (FBs), and deoxynivalenol (DON). Artificial inoculation was done after silk emergence of maize and samples were collected with a 2 week schedule up to harvest time (four samplings). Fungal interaction resulted as playing a role for both fungal incidence and mycotoxins production, as did weather conditions too. Main interactions were noted between A. flavus and F. verticillioides, and between F. verticillioides and F. graminearum. In particular, as a result of fungal co-occurrence, AFB1 resulted stimulated by F. graminearum presence while no effects were noted in FBs and DON in case of F. verticillioides-F. graminearum co-occurrence. Interestingly, the co-presence of A. flavus significantly reduced both FB and DON production.Entities:
Keywords: Aspergillus flavus; Fusarium graminearum; Fusarium verticillioides; aflatoxin; deoxynivalenol; fumonisin; maize
Year: 2019 PMID: 31244797 PMCID: PMC6563760 DOI: 10.3389/fmicb.2019.01265
Source DB: PubMed Journal: Front Microbiol ISSN: 1664-302X Impact factor: 5.640
FIGURE 1Mean daily data of temperature (°C) and rain (mm) registered in the field used for the trials in the period 1st April–30th September in years 2016 and 2017.
Temperatures and rainfall occurring in years 2016 and 2017 considering mean daily temperature (°C), sum of temperatures (Σ T), progressive sum of temperature, mean relative humidity (%), total rainfall (Σ Rain – mm), and days w-sith rain in different 2-week periods starting 14 days before artificial inoculation (DAI).
| Year | Mean T (°C) | Σ T | Progressive Σ T | Mean RH (%) | Σ Rain (mm) | Days with rain | |
|---|---|---|---|---|---|---|---|
| 14 days pre-inoculation | 2016 | 25.2 | 378.4 | 378.4 | 55.5 | 1.8 | 1 |
| 2017 | 25.7 | 386.1 | 386.1 | 54.1 | 8.7 | 1 | |
| 14 DAI | 2016 | 25.3 | 354.1 | 732.5 | 60.3 | 13.0 | 2 |
| 2017 | 24.9 | 249.4 | 635.5 | 57.0 | 13.3 | 1 | |
| 28 DAI | 2016 | 23.3 | 233.5 | 966.0 | 58.0 | 11.9 | 2 |
| 2017 | 28.2 | 253.8 | 889.3 | 56.7 | 1.2 | 1 | |
| 42 DAI | 2016 | 24.0 | 312.4 | 1278.4 | 62.3 | 10.2 | 2 |
| 2017 | 24.1 | 193.1 | 1082.4 | 53.0 | 4.7 | 1 | |
| 56 DAI | 2016 | 24.4 | 316.6 | 1595.0 | 57.6 | 0 | 0 |
| 2017 | 25.7 | 360.4 | 1442.8 | 50.7 | 0 | 0 | |
Mean aw level registered in maize kernels of untreated ears collected at different sampling times during the maize growing season in the 2 years considered, 2016 and 2017.
| Days after artificial inoculation | Mean | |
|---|---|---|
| 2016 | 2017 | |
| 14 | 0.970 | 0.997 |
| 28 | 0.959 | 0.986 |
| 42 | 0.947 | 0.930 |
| 56 | 0.914 | 0.884 |
Analysis of variance (ANOVA) of Aspergillus section Flavi (AsF) and aflatoxin B1 (AFB1) contamination in the 2 years (2016 and 2017), different sampling times (14, 28, 42, and 56 days after inoculation-DAI) and treatments considered in the study (untreated, single and co-inoculum with Fusarium verticillioides and Fusarium graminearum).
| Incidence of | Aflatoxin B1 (μg/kg) | |||||
|---|---|---|---|---|---|---|
| Year (A) | ∗∗ | Std Dev | ∗∗ | Std Dev | ||
| 2016 | 19.9 | B | 8.3 | 150.8 | B | 13.8 |
| 2017 | 29.4 | A | 8.9 | 348.0 | A | 11.8 |
| 14 DAI | 18.6 | 8.5 | 36.5 | C | 7.9 | |
| 28 DAI | 24.8 | 9.5 | 70.4 | B | 8.0 | |
| 42 DAI | 26.3 | 9.2 | 278.8 | A | 13.3 | |
| 56 DAI | 26.8 | 8.1 | 510.2 | A | 13.9 | |
| Untreated | 6.2 | B | 1.9 | 1.5 | C | 2.3 |
| 32.9 | A | 8.4 | 319.7 | B | 13.4 | |
| 23.1 | A | 4.5 | 236.6 | B | 9.6 | |
| 34.3 | A | 11.3 | 377.5 | A | 8.5 | |
| AxB | ∗ | ∗ | ||||
| BxC | n.s. | ∗∗ | ||||
| AxC | n.s. | ∗ | ||||
| AxBxC | n.s. | ∗ | ||||
FIGURE 2Aflatoxin B1 content in maize ears without artificial fungal inoculation (untreated) and artificially inoculated with Aspergillus flavus, A. flavus and F. verticillioides (AF+FV) or A. flavus and Fusarium graminearum (AF+FG) collected at different sampling times during the growing season in years 2016 and 2017.
Analysis of variance (ANOVA) of Gibberella fujikuroi species complex (Gfsc) and fumonisins (FBs) contamination in the 2 years (2016 and 2017), different sampling times (14, 28, 42, and 56 days after inoculation-DAI) and treatments considered in the study (untreated, single and co-inoculum with Fusarium graminearum and Aspergillus flavus).
| Incidence of | Fumonisins (μg/kg) | |||||
|---|---|---|---|---|---|---|
| Year (A) | n.s. | Std Dev | ∗∗ | Std Dev | ||
| 2016 | 27.1 | 16.2 | 5469.3 | B | 45.5 | |
| 2017 | 22.6 | 10.8 | 7732.1 | A | 27.0 | |
| 14 DAI | 13.3 | C | 5.4 | 612.7 | C | 21.9 |
| 28 DAI | 11.1 | C | 5.4 | 1875.6 | B | 22.4 |
| 42 DAI | 31.9 | B | 12.9 | 11482.0 | A | 5.7 |
| 56 DAI | 44.0 | A | 20.9 | 10556.0 | A | 7.6 |
| Untreated | 2.6 | C | 1.7 | 484.1 | C | 19.7 |
| 48.3 | A | 14.6 | 9937.0 | A | 25.3 | |
| 23.9 | B | 3.6 | 9030.7 | A | 20.9 | |
| 25.5 | B | 14.3 | 6236.3 | B | 43.4 | |
| AxB | ∗∗ | ∗∗ | ||||
| BxC | ∗∗ | ∗∗ | ||||
| AxC | n.s. | ∗ | ||||
| AxBxC | ∗∗ | ∗ | ||||
FIGURE 3Fumonisin B1+B2 (FBs) content in maize ears without artificial fungal inoculation (untreated) and artificially inoculated with Fusarium verticillioides only, F. verticillioides and F. graminearum (FV+FG) or F. verticillioides and A. flavus (FV+AF) collected at different sampling times during the growing season in years 2016 and 2017.
Analysis of variance (ANOVA) of Fusarium graminearum species complex (Fgsc) and deoxynivalenol (DON) contamination in the 2 years (2016 and 2017), different sampling times (14, 28, 42, and 56 days after inoculation-DAI) and treatments considered in the study (untreated, single and co-inoculum with Fusarium verticillioides and Aspergillus flavus).
| Incidence of | Deoxynivalenol (μg/kg) | |||||
|---|---|---|---|---|---|---|
| Year (A) | n.s. | Std Dev | ∗∗ | Std Dev | ||
| 2016 | 12.1 | 8.4 | 52.2 | A | 4.8 | |
| 2017 | 7.3 | 4.2 | 0.0 | B | 1 | |
| time (B) | ||||||
| 14 DAI | 8.9 | 6.7 | 0.0 | B | 1 | |
| 28 DAI | 7.6 | 6.6 | 0.0 | B | 1 | |
| 42 DAI | 10.7 | 6.5 | 1.7 | B | 2.5 | |
| 56 DAI | 12.5 | 6.6 | 105.2 | A | 7.5 | |
| Untreated | 0.7 | C | 0.6 | 0.0 | B | 1 |
| 11.6 | B | 6.1 | 0.0 | B | 1 | |
| 22.6 | A | 5.2 | 111.4 | A | 8.1 | |
| 4.8 | C | 4.3 | 1.2 | B | 2.2 | |
| AxB | ∗ | ∗∗ | ||||
| BxC | n.s. | ∗∗ | ||||
| AxC | n.s. | ∗∗ | ||||
| AxBxC | n.s. | ∗∗ | ||||
Analysis of variance (ANOVA) of Aspergillus section Flavi (AsF), Gibberella fujikuroi species complex (Gfsc) and Fusarium graminearum species complex (Fgsc) incidence artificially co-inoculated on maize ears and aflatoxin B1 (AFB1), fumonisin B1+B2 (FBs), and deoxynivalenol (DON) contamination in the 2 years (2016 and 2017) and different sampling times (14, 28, 42, and 56 days after inoculation-DAI) considered in the study.
| Incidence of | Incidence of | Incidence of | AFB1 (μg/kg) | FBs (μg/kg) | DON (μg/kg) | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Year (A) | ∗ | Std Dev | n.s. | Std Dev | n.s. | Std Dev | n.s. | Std Dev | n.s. | Std Dev | ∗ | Std Dev | ||||||
| 2016 | 15.0 | B | 7.1 | 26.2 | 14.7 | 9.1 | 4.7 | 195.5 | 11.4 | 9345.7 | 61.1 | 9.6 | A | 3.1 | ||||
| 2017 | 27.9 | A | 8.1 | 18.3 | 11.7 | 7.0 | 2.0 | 121.7 | 10.6 | 8882.4 | 46.5 | 0.0 | B | 1.0 | ||||
| 14 DAI | 21.8 | 7.3 | 7.3 | B | 5.8 | 1.6 | B | 2.5 | 41.9 | B | 5.0 | 0.0 | B | 21.5 | 0.0 | B | 1.0 | |
| 28 DAI | 25.3 | 9.0 | 3.1 | B | 4.9 | 3.1 | B | 5.0 | 133.1 | AB | 8.7 | 5482.6 | A | 41.0 | 0.0 | B | 1.0 | |
| 42 DAI | 16.9 | 9.4 | 32.7 | A | 16.7 | 13.8 | A | 3.4 | 152.2 | AB | 11.9 | 16969.6 | A | 62.4 | 3.2 | AB | 2.2 | |
| 56 DAI | 18.9 | 5.4 | 47.6 | A | 21.7 | 14.2 | A | 2.8 | 306.0 | A | 15.1 | 12320.6 | A | 8.9 | 17.8 | A | 4.0 | |