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1.
Field experiments were set up from 2000 to 2002 in northwest Italy to determine the effects of sowing date on the susceptibility of maize hybrids to ear rot and mycotoxin contamination in natural infection conditions. Three sowing dates (March, April and May) were compared using two hybrids with different maturity classes. The ears were rated for the incidence and severity of disease symptoms at harvest and the harvested kernels were analysed for mycotoxin fumonisin B1, zearalenone, deoxynivalenol, aflatoxin B1 and ochratoxin A. The last sowing date resulted in higher values of European corn borer incidence (+39%), kernel Fusarium infection and fungal ear rot severity (increased respectively by a factor of 4 and 3) than the plots sowed in March. The sowing date did not influence the type of mycotoxin found in the kernel, which only depended on the climatic conditions during the season and on their influence on the infection and the development of the fungal species. The natural occurrence of fumonisin B1 and deoxynivalenol was always significantly higher in late‐sowed plots. A late sowing, after May 10, multiplies the risk of the occurrence of fumonisins and deoxynivalenol in the grains at harvest by a factor of 11.2 and 1.9, respectively. No significant difference was observed for the contamination of zearalenone or aflatoxin B1 for the different sowing dates. An earlier sowing time than April, resulted in a significant reduction in mycotoxin contamination only in the years in which the meteorological trend protracted the kernel dry down to the autumn months. The use of a late‐maturity hybrid with late sowing, compared with a medium‐maturity hybrid, could lead to a serious risk of mycotoxin contamination. To the authors’ knowledge, this is the first study to report on the effects of sowing time on maize kernel contamination of mycotoxins other than aflatoxins in non‐inoculated conditions.  相似文献   

2.
Agricultural activities involve daily use of maize silage as feed for livestock, which can be contaminated by mycotoxigenic molds. To evaluate fungal contamination, and the production of mycotoxins in maize silage we propose a multi-disciplinary approach utilizing PCR methods with genes of the aflatoxin (ver-1, omt-1 and apa-2), fumonisin (FUM1) and trichothecene (TRI6) biosynthesis pathways. To detect Aspergillus fumigatus, a 26S/intergenic spacer region of the rDNA complex was amplified. These specific PCR assays allowed three major groups of toxigenic fungi-like aflatoxin-producing Aspergilli, fumonisin and trichothecene-producing Fusaria, and the ubiquitous mold A. fumigatus, to be targeted. A multimycotoxin method is also proposed to simultaneously quantify seven mycotoxins (i.e., aflatoxin B1, citrinin, deoxynivalenol, fumonisin B1, gliotoxin, ochratoxin A, zearalenone) in maize silage by high-performance liquid chromatography coupled to mass spectrometry (HPLC–MS). These microbiological and analytical tools revealed three potentially toxigenic groups of fungi and A. fumigatus grown from mature maize silage (11 month old) that was collected in Normandy (France) and the mycotoxins aflatoxin B1 (7.0–51.3 μg/kg), citrinin (10.1–14.2 μg/kg), deoxynivalenol (128.0–181.0 μg/kg) and gliotoxin (6.6–11.9 μg/kg). Results indicate that the combination of PCR and HPLC–MS can be used to assess fungal quality of maize silages.  相似文献   

3.
Seventy composite samples of maize grains stored in five agro-ecological zones (AEZs) of Nigeria where maize is predominantly produced were evaluated for the presence of microbial metabolites with the LC-MS/MS technique. The possible relationships between the storage structures and levels of mycotoxin contamination were also evaluated. Sixty-two fungal and four bacterial metabolites were extracted from the grains, 54 of which have not been documented for maize in Nigeria. Aflatoxin B1 and fumonisin B1 were quantified in 67.1 and 92.9 % of the grains, while 64.1 and 57.1 % exceeded the European Union Commission maximum acceptable limit (MAL) for aflatoxin B1 and fumonisins, respectively. The concentration of deoxynivalenol was, however, below the MAL with occurrence levels of 100 and 10 % for its masked metabolite, deoxynivalenol glucoside. The bacterial metabolites had low concentrations and were not a source of concern. The storage structures significantly correlated positively or negatively (p?<?0.01 and p?<?0.05), respectively with the levels of grain contamination. Consumption of maize grains, a staple Nigerian diet, may therefore expose the population to mycotoxin contamination. There is need for an immediate action plan for mycotoxin mitigation in Nigeria, especially in the Derived Savannah zone, in view of the economic and public health importance of the toxins.  相似文献   

4.
5.
Mycotoxins are secondary metabolites with potential dangers for animal and human health. In particular, maize (Zea mays L.) infection caused by Fusarium and the consequent fumonisin contamination is widespread in several countries such as Italy. We developed six maize populations differing in their constitution of regulatory genes able to accumulate respectively anthocyanins in the aleurone layer (r1 gene), pericarp (b1 and pl1 genes) and phlobaphene in the pericarp (p1 gene). These coloured populations, with the related control colourless populations were analysed for mycotoxin content in the kernels during three field seasons with the aim of understanding if there were any correlations with their ability to accumulate flavonoids in kernel tissues. Our results indicate that accumulation of flavonoid pigments in the seeds, in particular phlobaphenes, is able to reduce the level of fumonisin B1. This finding could be used to minimize kernel mycotoxin contamination in this crop, in particular, the development of sweet, pop and polenta coloured corn varieties will help the farmer to keep the level of fumonisin under the threshold of contamination established for human corn consumption.  相似文献   

6.
Novel strategies that address vitamin A deficiency have been developed, such as high-carotenoid maize, a biofortified transgenic maize line rich in carotenoids generated by genetic transformation. The South African white maize inbred (M37W), which is devoid of carotenoids, was engineered to accumulate high levels of β-carotene (provitamin A), lutein, and zeaxanthin. Maize seeds contaminated with fumonisins and other mycotoxins pose a serious threat to both humans and livestock. During three consecutive harvests, the fungal incidence and the fumonisin and aflatoxin content of maize seeds grown in an experimental field in Catalonia (Northeastern Spain) were evaluated. Fungal infection was similar in high-carotenoid maize and its isogenic line, with Fusarium verticillioides being the most prevalent fungus in all the harvests. Neither Aspergillus spp. nor aflatoxin contamination was found. Fumonisin levels were lower in high carotenoid than in its isogenic line, but this reduction was statistically significant in only 2 of the 3 years of study. Our results suggest that high carotenoid content reduces fumonisin levels in maize grains.  相似文献   

7.
Red rice is a fermented product of Monascus spp. It is widely consumed by Malaysian Chinese who believe in its pharmacological properties. The traditional method of red rice preparation disregards safety regulation and renders red rice susceptible to fungal infestation and mycotoxin contamination. A preliminary study was undertaken aiming to determine the occurrence of mycotoxigenic fungi and mycotoxins contamination on red rice at consumer level in Selangor, Malaysia. Fifty red rice samples were obtained and subjected to fungal isolation, enumeration, and identification. Citrinin, aflatoxin, and ochratoxin-A were quantitated by ELISA based on the presence of predominant causal fungi. Fungal loads of 1.4?×?104 to 2.1?×?106?CFU/g exceeded Malaysian limits. Monascus spp. as starter fungi were present in 50 samples (100 %), followed by Penicillium chrysogenum (62 %), Aspergillus niger (54 %), and Aspergillus flavus (44 %). Citrinin was present in 100 % samples (0.23–20.65 mg/kg), aflatoxin in 92 % samples (0.61–77.33 μg/kg) and Ochratoxin-A in 100 % samples (0.23–2.48 μg/kg); 100 % citrinin and 76.09 % aflatoxin exceeded Malaysian limits. The presence of mycotoxigenic fungi served as an indicator of mycotoxins contamination and might imply improper production, handling, transportation, and storage of red rice. Further confirmatory analysis (e.g., HPLC) is required to verify the mycotoxins level in red rice samples and to validate the safety status of red rice.  相似文献   

8.
Maize contamination with Fusarium species is one of the major sources of mycotoxins in food and feed derivates. In the present study, a LightCycler® real-time PCR method using hybridization probes was developed for the specific identification, detection, and quantification of Fusarium proliferatum, Fusarium subglutinans, Fusarium temperatum, and Fusarium verticillioides, four mycotoxin-producing pathogens of maize. Primers and hybridization probes were designed to target the translation elongation factor 1α (EF-1α) gene of F. subglutinans and F. temperatum or the calmodulin (Cal) gene of F. proliferatum and F. verticillioides. The specificity of the real-time PCR assays was confirmed for the four Fusarium species, giving no amplification with DNA from other fungal species commonly recovered from maize. The assays were found to be sensitive, detecting down to 5 pg and 50 pg of Fusarium DNA in simplex and multiplex conditions respectively, and were able to quantify pg-amounts of Fusarium DNA in artificially Fusarium-contaminated maize samples. The real-time PCR method developed provides a useful tool for routine identification, detection, and quantification of toxigenic Fusarium species in maize.  相似文献   

9.
Maize kernel samples were collected in 1996 from smallholder farm storages in the districts of Bomet, Bungoma, Kakamega, Kericho, Kisii, Nandi, Siaya, Trans Nzoia, and Vihiga in the tropical highlands of western Kenya. Two-thirds of the samples were good-quality maize, and one-third were poor-quality maize with a high incidence of visibly diseased kernels. One hundred fifty-three maize samples were assessed for Fusarium infection by culturing kernels on a selective medium. The isolates obtained were identified to the species level based on morphology and on formation of the sexual stage in Gibberella fujikuroi mating population tests. Fusarium moniliforme (G. fujikuroi mating population A) was isolated most frequently, but F. subglutinans (G. fujikuroi mating population E), F. graminearum, F. oxysporum, F. solani, and other Fusarium species were also isolated. The high incidence of kernel infection with the fumonisin-producing species F. moniliforme indicated a potential for fumonisin contamination of Kenyan maize. However, analysis of 197 maize kernel samples by high-performance liquid chromatography found little fumonisin B1 in most of the samples. Forty-seven percent of the samples contained fumonisin B1 at levels above the detection limit (100 ng/g), but only 5% were above 1,000 ng/g, a proposed level of concern for human consumption. The four most-contaminated samples, with fumonisin B1 levels ranging from 3,600 to 11,600 ng/g, were from poor-quality maize collected in the Kisii district. Many samples with a high incidence of visibly diseased kernels contained little or no fumonisin B1, despite the presence of F. moniliforme. This result may be attributable to the inability of F. moniliforme isolates present in Kenyan maize to produce fumonisins, to the presence of other ear rot fungi, and/or to environmental conditions unfavorable for fumonisin production.  相似文献   

10.
The fungus Fusarium verticillioides is a maize pathogen that can produce fumonisin mycotoxins in ears under certain environmental conditions. Because fumonisins pose health risks to humans and livestock, control strategies with minimal risk to the environment are needed to reduce fumonisin contamination. Host-induced gene silencing is a promising technique in which double-stranded RNA expressed in the plant host is absorbed by an invading fungus and down-regulates genes critical for pathogenicity or mycotoxin production in the fungus. A key preliminary step of this technique is identification of DNA segments within the targeted fungal gene that can effectively silence the gene. Here, we used segments of the fumonisin biosynthetic gene FUM1 to generate double-stranded RNA in F. verticillioides. Several of the resulting transformants exhibited reduced FUM1 gene expression and fumonisin production (24- to 3675-fold reduction in fumonisin FB1). Similar reductions in fumonisin production resulted from double-stranded RNA constructs with segments of FUM8, another fumonisin biosynthetic gene (3.5- to 2240-fold reduction in fumonisin FB1). FUM1 or FUM8 silencing constructs were transformed into three isolates of F. verticillioides. Whole genome sequence analysis of seven transformants revealed that reductions in fumonisin production were not due to mutation of the fumonisin biosynthetic gene cluster and revealed a complex pattern of plasmid integration. These results suggest the cloned FUM1 or FUM8 gene segments could be expressed in maize for host-induced gene silencing of fumonisin production.  相似文献   

11.
A high performance anion exchange chromatography (HPAEC) isotopic ratio mass spectrometry (IRMS) method was developed for amino sugar-specific δ13C analysis in plant hydrolysates. The HPAEC-IRMS method provided good validation parameters and the amino sugar concentrations were similar to those obtained by reversed phase (RP) high performance liquid chromatography (HPLC) and fluorescence (Fl) detection. The limit of quantification (LOQ) was 150 μmol l?1. This optimised HPAEC-IRMS method opens up the possibility of a glucosamine (GlcN) specific δ13C analysis in plant material. Thus, it was possible to determine the δ13C values in newly formed fungal GlcN for the first time. The formation and turnover of saprotrophic fungi was investigated by using the improved HPAEC-IRMS method for GlcN-specific δ13C analysis. The cultivation of saprotrophic fungi (Lentinula edodes and Pleurotus species) in beech wood mixed with maize or wheat straw showed the preferred formation of fungal biomass from maize-derived (80%) rather than from beech wood-derived C. The results indicate a faster formation of fungal biomass from maize than from wheat straw as co-substrate.  相似文献   

12.
Trichoderma species has been suggested as potential biocontrol agent forFusarium verticillioides on maize. In this cereal,F. verticillioides and F. proliferatum contributed to fumonisin accumulation. In addition,F. proliferatum could produce beauvericin and fusaproliferin. The aim of this work was to evaluate the effect ofTrichoderma spp. on growth and fumonisin B1 fusaproliferin and beauvericin production byF. proliferatum. Dual cultures of F.proliferatum andT. harzianum ITEM 3636 andT. longibrachiatum ITEM 3635 on maize meal agar at 0.995 aw were done. The effect ofTrichoderma spp. on the lineal growth ofF. proliferatum was determined. The effect ofTrichoderma species on fumonisin B1, fusaproliferin and beauvericin production byF. proliferatum was determined on co-inoculated maize kernels by HPLC.T. harzianum suppressedF. proliferatum growth once contact between the colonies occurred.T. longibrachiatum showed a less antagonistic effect againstF. proliferatum. A reduction on fumonisin B1 production of 98% and 88% was observed in the co-incubation ofF. proliferatum withT. harzianum andT. longibrachiatum, respectively. The decrease of FB1 production was significant even in maize kernels on whichF. proliferatum had been growing 7 days prior to the addition ofTrichoderma spp. The concentration of beauvericin and fusaproliferin produced during 30 days coincubation ofF. proliferatum with bothTrichoderma spp. did not differ to those produced byF. proliferatum alone. These mycotoxins might enter the food chain causing so far unknown consequences to the health of domestic animals and humans. For this reason it is important, when a potential biocontrol agent is under study, to test the effect on the fungal growth and on the putative mycotoxin produced. Part of the information was presented at the Mycotoxin Prevention Cluster Dissemination Day and Mycoglobe Launch Conference, Brussels, Belgium, Oct 20–21, 2004 Financial support: Agenda Córdoba Ciencia, grant No 0279–000431/00  相似文献   

13.
In the present investigation, seven rhizobacteria and nine Trichoderma spp. were evaluated to suppress seed-borne mycotoxigenic fungi (Aspergillus flavus and Fusarium verticillioides) and mycotoxin (aflatoxin and fumonisin) and to improve planting value of maize. Under in vitro conditions, these beneficial microorganisms suppressed the growth of A. flavus and F. verticillioides to various extents. Bacillus sp. (Bsp 3/aM), Pseudomonas putida (Has 1/c), Trichoderma asperellum (M5) and T. asperellum (T2) exhibited the greatest antagonistic effect on seed-borne mycotoxigenic fungi, and subsequently reduced mycotoxin concentrations in seeds. Under greenhouse conditions, these four biocontrol strains were also found to increase root length, shoot length, % germination, vigour index, fresh weight and dry weight of seedlings. Considering their overall performances, strains Bsp 3/aM, Has 1/c, M5 and T2 were selected for field studies as microbial talcum formulations. Among the tested microbial formulations, strain Bsp 3/aM significantly increased yield by 9.4% and 6.2% over the control in two maize cultivars Hema and Pearl, respectively. Increased plant growth and yield was also correlated with nutrient uptake in both the tested cultivars. All microbial formulation recorded significantly (p ≤ 0.05) reduced A. flavus infection and aflatoxin contamination in harvested seeds. But, none of the microbial formulations were found significant (p ≤ 0.05) in reducing F. verticilliodes incidence and fumonisin contamination. Our findings indicate that these microbial antagonists indirectly improve host health by suppressing seed-borne incidence of mycotoxigenic fungi and directly by facilitating nutrient uptake, thereby revealing their potential as both biofertilisers and biopesticides for maize production.  相似文献   

14.
BackgroundMaize is considered one of the crops more susceptible to mycotoxins in the world. Two of the mycotoxins commonly associated with maize are fumonisins and ochratoxin A. Aspergillus niger is a known producer of ochratoxin A and is easily found in maize. Recently, however, A. niger has been reported to produce as well fumonisins, mainly fumonisin B2.AimsThe aim of this study was to isolate A. niger strains from maize samples collected in three Portuguese maize growing regions and to detect the production of both fumonisin B2 and ochratoxin A.MethodsNinety five maize samples were collected, plated, and all observable Aspergillus section Nigri strains were isolated. Strains were morphologically characterized and mycotoxin production was determined by HPLC-FD.ResultsIsolations resulted in a total of 270 strains of black Aspergillus from 73 samples (77% of the samples). About 14% of those strains were found to produce ochratoxin A and 39% of the strains were found to produce fumonisin B2.ConclusionsAn association between the production of these two mycotoxins could not be found and no conclusions could be taken whether the presence of A. niger aggregate strains will increase the risk of maize contamination with fumonisins and more specifically with fumonisin B2.  相似文献   

15.
Aims: To quantify and to compare the occurrence of Fusarium species in maize kernels and stalk pieces, to analyse mycotoxins in kernels and maize crop residues, to evaluate two approaches to obtain kernel samples and to compare two methods for mycotoxin analyses. Methods and Results: The occurrence of Fusarium species in maize kernels and stalk pieces from a three‐year maize hybrid trial and 12 kernel samples from grower’s fields was assessed. Nine to 16 different Fusarium species were detected in maize kernels and stalks. In kernels, F. graminearum, F. verticillioides and F. proliferatum were the most prevalent species whereas in stalks, they were F. equiseti, F. proliferatum and F. verticillioides. In 2006, 68% of the kernel samples exceeded the recommended limit for pig feed for deoxynivalenol (DON) and 42% for zearalenone (ZON), respectively. Similarly, 75% of the samples from grower’s fields exceeded the limits for DON and 50% for ZON. In maize crop residues, toxin concentrations ranged from 2·6 to 15·3 mg kg?1 for DON and from 0·7 to 7·4 mg kg?1 for ZON. Both approaches to obtain maize kernel samples were valid, and a strong correlation between mycotoxin analysis using ELISA and LC‐MS/MS was found. Conclusions: The contamination of maize kernels, stalk pieces and remaining crop residues with various mycotoxins could pose a risk not only to animal health but also to the environment. With the hand‐picked sample, the entire Fusarium complex can be estimated, whereas combine harvested samples are more representative for the mycotoxin contents in harvested goods. Significance and Impact of the Study: This is the first multi‐year study investigating mycotoxin contamination in maize kernels as well as in crop residues. The results indicate a high need to identify cropping factors influencing the infection of maize by Fusarium species to establish recommendations for growers.  相似文献   

16.
Maize is subject to ear rot caused by toxigenic Aspergillus and Fusarium species, resulting in contamination with aflatoxins, fumonisins, trichothecenes, and zearalenone (ZEN). The trichothecene group and ZEN mycotoxins are produced by the cereal pathogen Fusarium graminearum. A transgenic detoxification system for the elimination of ZEN was previously developed using an egfp::zhd101 gene (gfzhd101), encoding an enhanced green fluorescent protein fused to a ZEN-degrading enzyme. In this study, we produced a transgenic maize line expressing an intact copy of gfzhd101 and examined the feasibility of transgene-mediated detoxification in the kernels. ZEN-degrading activity has been detected in transgenic kernels during seed maturation (for a period of 6 weeks after pollination). The level of detoxification activity was unaltered after an additional storage period of 16 weeks at 6°C. When the seeds were artificially contaminated by immersion in a ZEN solution for 48 h at 28°C, the total amount of the mycotoxin in the transgenic seeds was uniformly reduced to less than 1/10 of that in the wild type. The ZEN in the transgenic maize kernels was also efficiently decontaminated under conditions of lower water activity (aw) and temperature; e.g., 16.9 μg of ZEN was removed per gram of seed within 48 h at an aw of 0.90 at 20°C. F. graminearum infection assays demonstrated an absence of ZEN in the transgenic maize seeds, while the mycotoxin accumulated in wild-type kernels under the same conditions. Transgene-mediated detoxification may offer simple solutions to the problems of mycotoxin contamination in maize.  相似文献   

17.
The aim of this trial was to assess the effects of the administration of different combinations of mycotoxins in naturally contaminated maize grains on dairy heifer growth, blood measurements and puberty onset. A total of 35 Friesian female heifers were randomly allotted to three experimental groups from 18–21 to 42–45 weeks of age. During the 24-week experimental period (EP), heifers were fed the same diet, but with maize meal derived from three differently contaminated lots: very low contamination, as control (C); medium–low aflatoxin-contaminated (A); and mixed aflatoxin–fumonisin contaminated (A-F). At the end of the EP, they returned to a common diet without contaminated maize, and they were monitored for an additional period of 12 weeks (post-experimental period, PEP). BW, wither height, hip height, body length and heart girth were measured every 4 weeks from the beginning of EP to the end of PEP. At the same time, body condition score was evaluated and blood samples were taken from the jugular vein to be analysed for haematological, serum protein and metabolic profiles. Age at puberty was assessed by measuring weekly plasma progesterone levels from 40 to 52 weeks of age. Body growth measurements were processed both by ANOVA of average daily gain of EP and PEP separately, and by the analysis of growth curve parameters. Haematological, serum protein and metabolic profile were evaluated using a mixed model, taking into account the repeated measurements in time on each animal. Heifers’ growth was delayed both in A and A-F groups during EP, as evidenced by the different linear coefficients of the BW growth curve in the three groups. Differently contaminated diets did not affect the haematological profile, so that it can be concluded that these levels of mycotoxin contamination do not determine any specific effect on haematopoiesis and immunity in growing heifers. The main blood marker of mycotoxin chronic toxicity was the γ-glutamyl transferase activity level in plasma, which appeared to be altered even after the removal of mycotoxins. During EP, plasma glucose was lower in the groups fed contaminated diet compared with C. The joint actions of an altered nutritional status and a long-lasting liver damage were probably the causes of the delay in puberty attainment in A and, particularly, in the A-F group. The results from this trial evidenced that a chronic aflatoxin–fumonisin contamination in diets of dairy heifers can determine an important delay in the reproductive career of these animals.  相似文献   

18.
Dried Distiller’s Grains with Solubles (DDGS), a by-product of bio-ethanol production from maize and other cereals, is increasingly used as a feed additive. In this study, five Fusarium toxins, including fumonisin B1 (FB1), fumonisin B2 (FB2), deoxynivalenol (DON), zearalenone (ZEN) and beauvericin (BEA) were quantified by LC-MS/MS in 59 corn-DDGS samples. In addition, the fumonisin level in 30 randomly selected-samples was compared using an ELISA detection technique. No sample was free from mycotoxin contamination, and 50.8 % of the samples were co-contaminated with all five mycotoxins. Moreover, toxin levels were generally high, with mean levels of 9 mg kg?1 FB1, 6 mg kg?1 FB2, 1.2 mg kg?1 DON, 0.9 mg kg?1 ZEN, and 0.35 mg kg?1 BEA. Maximum levels for FB1 (143 mg kg?1) and FB2 (125 mg kg?1) are of acute toxicological relevance. The ELISA method had a tendency to underestimate the fumonisin content when compared with LC-MS/MS. Finally, this is the first reported beauvericin contamination in corn-DDGS.  相似文献   

19.
20.
Probst C  Cotty PJ 《Fungal biology》2012,116(4):503-510
Aflatoxins are highly carcinogenic mycotoxins frequently produced by Aspergillus flavus. Contamination of maize with aflatoxins imposes both economic and health burdens in many regions. Identification of the most important etiologic agents of contamination is complicated by mixed infections and varying aflatoxin-producing potential of fungal species and individuals. In order to know the potential importance of an isolate to cause a contamination event, the ability of the isolate to produce aflatoxins on the living host must be determined. Aflatoxin production in vitro (synthetic and natural media) was contrasted with in vivo (viable maize kernels) in order to determine ability of in vitro techniques to predict the relative importance of causal agents to maize contamination events. Several media types and fermentation techniques (aerated, non-aerated, fermentation volume) were compared. There was no correlation between aflatoxin production in viable maize and production in any of the tested liquid fermentation media using any of the fermentation techniques. Isolates that produced aflatoxins on viable maize frequently failed to produce detectable (limit of detection = 1 ppb) aflatoxin concentrations in synthetic media. Aflatoxin production on autoclaved maize kernels was highly correlated with production on viable maize kernels. The results have important implications for researchers seeking to either identify causal agents of contamination events or characterize atoxigenic isolates for biological control.  相似文献   

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