<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">FNS</journal-id><journal-title-group><journal-title>Food and Nutrition Sciences</journal-title></journal-title-group><issn pub-type="epub">2157-944X</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/fns.2016.71006</article-id><article-id pub-id-type="publisher-id">FNS-63045</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Biomedical&amp;Life Sciences</subject></subj-group></article-categories><title-group><article-title>
 
 
  Investigating Transgenic Corn Hybrids as a Method for Mycotoxin Control
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>amed</surname><given-names>K. Abbas</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Nacer</surname><given-names>Bellaloui</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>H.</surname><given-names>Arnold Bruns</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib></contrib-group><aff id="aff2"><addr-line>Crop Genetic Research Unit, USDA-ARS, Stoneville, USA</addr-line></aff><aff id="aff3"><addr-line>Crop Production Systems Research Unit, USDA-ARS, Stoneville, USA</addr-line></aff><aff id="aff1"><addr-line>Biological Control of Pests Research Unit, USDA-ARS, Stoneville, USA</addr-line></aff><pub-date pub-type="epub"><day>14</day><month>01</month><year>2016</year></pub-date><volume>07</volume><issue>01</issue><fpage>44</fpage><lpage>54</lpage><history><date date-type="received"><day>11</day>	<month>December</month>	<year>2015</year></date><date date-type="rev-recd"><day>accepted</day>	<month>23</month>	<year>January</year>	</date><date date-type="accepted"><day>26</day>	<month>January</month>	<year>2016</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  Transgenic Bt corn hybrids have been available for more than 10 years and are known to control specific insects. More recently, so-called “stacked-gene” hybrids, have been released with multiple insect resistance genes and genes for herbicide resistance, resulting in up to 6 traits per plant. Because insect damage can lead to increased levels of mycotoxins, such as aflatoxins and fumonisin, we designed a study to compare ten commercially available corn hybrids, two non-transgenic, four with both herbicide and insect tolerance (stacked-gene) and four with glyphosate tolerance only to determine if any hybrid class had the advantage of reduced mycotoxin contamination. The experiment was carried out in the Mississippi State University Delta Research Extension fields in Stoneville, MS for two years in fine sandy loam and clay soil. Rows were either inoculated at the V10 stage of growth with toxigenic 
  <em>Aspergillus flavus</em> K54 (NRRL 58987, isolated from corn kernels in Mississippi), grown on wheat, and applied at a rate of 22.42 kg/ha or allowed to become naturally infected with disease-producing fungi, including various Fusarium and other 
  <em>Aspergillus</em> spp. Mycotoxin production differed according to the soil type with lower levels detected in the hybrids planted in clay soil vs. sandy soil. However, no significant differences in mycotoxin production were found amongst the hybrid classes. More research is needed to identify conditions under which transgenic hybrids might produce higher yields and lower mycotoxin levels. Presently, selection of transgenic hybrids will not replace integrated strategies of biocontrol, host plant resistance, or good crop management practices for achieving adequate mycotoxin control in corn.
 
</p></abstract><kwd-group><kwd>Stacked-Gene Corn</kwd><kwd> Hybrids</kwd><kwd> Soil Type</kwd><kwd> Mycotoxins</kwd><kwd> Aflatoxin</kwd><kwd> Fumonisin</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>The use of transgenic crops has become increasingly common over the past 10 years in the U.S. and some areas around the world [<xref ref-type="bibr" rid="scirp.63045-ref1">1</xref>] . Most of these transgenic crops such as corn, soybean, and cotton, were generated to manage agricultural pests including insects, weeds, and to some extent diseases. Initially, transgenics started with a single trait to control a specific pest [<xref ref-type="bibr" rid="scirp.63045-ref2">2</xref>] -[<xref ref-type="bibr" rid="scirp.63045-ref11">11</xref>] . Recently, new technology has emerged and generated crops with multiple engineered traits which are called “stacked-gene hybrids” enabling them to control more than one agricultural pest [<xref ref-type="bibr" rid="scirp.63045-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.63045-ref13">13</xref>] . Evaluation of transgenic corn hybrids in regard to mycotoxin management has not been well established, especially in regard to aflatoxin and fumonisin. While Bt corn has demonstrated some mediating effect on fumonisin, aflatoxin, and trichocenes, no transgenic hybrids have been developed specifically to lower mycotoxin contamination [<xref ref-type="bibr" rid="scirp.63045-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.63045-ref14">14</xref>] -[<xref ref-type="bibr" rid="scirp.63045-ref16">16</xref>] . The increased level of mycotoxins, due to insect damage, was thought to be due to the fact that insect feeding allows fungi to enter the plant and produce mycotoxins [<xref ref-type="bibr" rid="scirp.63045-ref17">17</xref>] -[<xref ref-type="bibr" rid="scirp.63045-ref20">20</xref>] . Research has shown that fumonisin levels are reduced in Bt corn, but no conclusions could be drawn about possible reductions in aflatoxins [<xref ref-type="bibr" rid="scirp.63045-ref1">1</xref>] . Corn contaminated with mycotoxins may lead to major food safety issues, production losses and grain waste [<xref ref-type="bibr" rid="scirp.63045-ref21">21</xref>] . Aflatoxins are a group of chemical compounds produced primarily by Aspergillus flavus, as well as other Aspergillus spp. Aflatoxins and fumonisins can both be serious problems in the southern U.S., while fumonisins are often more prevalent in more northerly areas of the U.S. [<xref ref-type="bibr" rid="scirp.63045-ref22">22</xref>] -[<xref ref-type="bibr" rid="scirp.63045-ref24">24</xref>] .</p><p>A number of environmental parameters affect mycotoxin production, including heat, drought, insect infestation and various plant diseases [<xref ref-type="bibr" rid="scirp.63045-ref25">25</xref>] -[<xref ref-type="bibr" rid="scirp.63045-ref31">31</xref>] . When both toxins are found together, the risk of toxicity increases [<xref ref-type="bibr" rid="scirp.63045-ref24">24</xref>] [<xref ref-type="bibr" rid="scirp.63045-ref32">32</xref>] -[<xref ref-type="bibr" rid="scirp.63045-ref34">34</xref>] . Theoretically, stacked-gene hybrids should be beneficial to reduce mycotoxins, as they are formulated to deal with factors affecting mycotoxin production. The objective of this study was to investigate the effect of stacked-gene corn hybrids on the accumulation of fumonisins and aflatoxins, compared to single trait glyphosate resistant and non-transgenic hybrids under irrigated field conditions in the Mississippi Delta, and was part of an experiment previously reporting the yield and economics of three classes of corn hybrids [<xref ref-type="bibr" rid="scirp.63045-ref12">12</xref>] .</p></sec><sec id="s2"><title>2. Materials and Methods</title><sec id="s2_1"><title>2.1. Stacked-Gene Hybrids and Field Conditions</title><p>Ten corn hybrids, four stacked-gene, four glyphosate-tolerant and two non-GMO, were purchased commercially in 2011, and were used in both 2011 and 2012 (<xref ref-type="table" rid="table1">Table 1</xref>). Between planting seasons, remaining seed were preserved in cold storage (4˚C). The research was conducted at two sites, one a Bosket fine sandy loam (fine-loamy, mixed, active, thermic Mollic Hapludalfs), located on the Mississippi State University Delta Branch Research</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Conventional and transgenic corn hybrids used in 2011 and 2012 study</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Hybrid<sup>†</sup></th><th align="center" valign="middle" >Trait branding</th><th align="center" valign="middle" >Insect traits</th><th align="center" valign="middle" >Herbicide tolerance</th><th align="center" valign="middle" >Transformation event</th></tr></thead><tr><td align="center" valign="middle" >31P41</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >None</td><td align="center" valign="middle" >None</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >33N56</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >None</td><td align="center" valign="middle" >None</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >1615R</td><td align="center" valign="middle" >RR2</td><td align="center" valign="middle" >None</td><td align="center" valign="middle" >Glyphosate</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >31P40</td><td align="center" valign="middle" >RR2</td><td align="center" valign="middle" >None</td><td align="center" valign="middle" >Glyphosate</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >33N55</td><td align="center" valign="middle" >RR2</td><td align="center" valign="middle" >None</td><td align="center" valign="middle" >Glyphosate</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >DKC 67-22</td><td align="center" valign="middle" >RR2</td><td align="center" valign="middle" >None</td><td align="center" valign="middle" >Glyphosate</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >31G96</td><td align="center" valign="middle" >HX1, LL, RR2</td><td align="center" valign="middle" >Cry1 F</td><td align="center" valign="middle" >Glyphosate, glufosinate</td><td align="center" valign="middle" >TC1507</td></tr><tr><td align="center" valign="middle" >31P42</td><td align="center" valign="middle" >HX1, LL, RR2</td><td align="center" valign="middle" >Cry1 F</td><td align="center" valign="middle" >Glyphosate, glufosinate</td><td align="center" valign="middle" >TC1507</td></tr><tr><td align="center" valign="middle" >DKC 66-96</td><td align="center" valign="middle" >Genuity VT Triple PRO</td><td align="center" valign="middle" >Cry1A.105, Cry2 Ab2, Cry3 Bb</td><td align="center" valign="middle" >Glyphosate</td><td align="center" valign="middle" >Mon88017 + Mon89034</td></tr><tr><td align="center" valign="middle" >DKC 67-21</td><td align="center" valign="middle" >Genuity VT Triple PRO</td><td align="center" valign="middle" >Cry1A.105, Cry2 Ab2, Cry3 Bb</td><td align="center" valign="middle" >Glyphosate</td><td align="center" valign="middle" >Mon88017 + Mon89034</td></tr></tbody></table></table-wrap><p><sup>†</sup>31P41 and 33N56 are conventional hybrids; 1615R, 31P40, 33N55, and DKC 67-22 are single trait glyphosate tolerant only hybrids with no Bt; and 31G96, 31P42, DKC 66-96, and DKC 67-21are classed as Stacked-Gene Hybrids with insect and herbicide resistance traits.</p><p>and Extension Center, Stoneville, MS, and the other a Tunica clay (clayey over loamy, smectitic, nonacid, thermic Vertic Haplaquept) on private property 1.5 k north of Elisabeth, MS, U.S.A. Each hybrid was planted in eight row plots (1.4 meter between rows 12 meter long) with a final stand density of approximately 31,000 kernels∙A<sup>−1</sup>. The experiments were planted 7 April 2011 and 29 March, 2012. All experiments were conducted in conventional tillage plots, furrow irrigation was performed, and all other agronomic measurements as previously described by Bruns [<xref ref-type="bibr" rid="scirp.63045-ref12">12</xref>] . Rows 7 and 8 within each plot were inoculated at the V10 stage of growth with toxigenic Aspergillus flavus K54 (NRRL 58987, isolated from corn kernels in Mississippi), grown on wheat, and applied at a rate of 22.42 kg/ha [<xref ref-type="bibr" rid="scirp.63045-ref35">35</xref>] . The remaining 6 rows were allowed to become naturally infected with disease-producing fungi, including various Fusarium and other Aspergillus spp.</p><p>The mature crop was harvested with a two row combine. The non-inoculated rows were harvested first, and then the inoculated rows were harvested. Two different combines were used; one to harvest the inoculated rows (Gleaner K2, AGCO, Duluth, GA) and the other (Kincaid, Haven, KS) to harvest the non-inoculated rows to prevent cross-contamination. Yield and yield components were determined and previously published [<xref ref-type="bibr" rid="scirp.63045-ref12">12</xref>] .</p></sec><sec id="s2_2"><title>2.2. Mycotoxin analysis</title><p>Sub-samples of 2 kg of kernels from each treatment were pooled, mixed, oven dried at 50˚C for 3 to 5 d, and ground (20 mesh) using a Romer mill (Union, MO). A representative 50 g sub-sample was taken and extracted in 250 mL of 70% methanol as previously described [<xref ref-type="bibr" rid="scirp.63045-ref23">23</xref>] . Both aflatoxin and fumonisin levels were determined by High-Pressure Liquid Chromatography (HPLC) with post-column derivations as described below.</p></sec><sec id="s2_3"><title>2.3. Aflatoxin determination</title><p>Preparation, cleanup and determination of aflatoxin in samples were performed according to protocols as described in detail previously by Abbas et al. [<xref ref-type="bibr" rid="scirp.63045-ref23">23</xref>] . Briefly, aflatoxin levels were analyzed by WATERS HPLC with post-column photochemical derivation (PHRED) (Aura Industries, New York, NY) and fluorescence detection, containing a WATERS 717 Autosampler. Detection limit of this procedure was 0.1 ng/g, and the standard curve was linear up to 200 ng/g.</p></sec><sec id="s2_4"><title>2.4. Fumonisin determination</title><p>Fumonison samples extracted in 70% methanol were cleaned up using Bond-Elute SAS columns (Varian, Harbor City, CA) [<xref ref-type="bibr" rid="scirp.63045-ref23">23</xref>] [<xref ref-type="bibr" rid="scirp.63045-ref25">25</xref>] [<xref ref-type="bibr" rid="scirp.63045-ref36">36</xref>] . The columns were washed using 2.5 mL each of 100% methanol and 75% methanol. Next, 2.5 mL of the sample extract was applied to the column, and washed again with 75% methanol and 100% methanol applied to the column. The sample was eluted using 2.5 mL of 2% acetic acid in methanol, dried under nitrogen at 50˚C using a Turbo Vap LV (Biotage, Charlotte, NC), and stored at −20˚C until ready for analysis. The clean samples were reconstituted in 1 mL acetonitrile: water (30:70) and analyzed by HPLC with post-column derivatization according to the method described in [<xref ref-type="bibr" rid="scirp.63045-ref37">37</xref>] , Joerg Stroke, Institute for Reference Materials and Measurements, Belgium (Personal communication)] with little modification. Samples to be analyzed for fumonisin were injected onto an Agilent 1200 system consisting of a binary pump, autosampler, and a fluorescence detector equipped with a 150 mm &#215; 4.6 mm i.d. 5 &#181;m Zorbax Eclipse XDB-C18 column at a temperature of 45˚C. A secondary pump (Waters Reagent Manager) was also attached to the system connected in-line after the column and before the detector. This allowed for mixing of the injected sample and a derivatization solution before going to the detector. The detector was set at 335 nm (excitation) and 440 nm (emission). The mobile phases for this system were 0.1% formic acid in water (A) and 0.1% formic acid in acetonitrile (B) in a gradient at a flow rate of 1.2 mL/min. for 18 minutes beginning at 68% A and 32% B for 8 minutes, switching to 60% A and 40% B for 3 minutes, and then back to 68% A and 32% B for the rest of the injection. The post-column reaction solution was prepared using sodium carbonate, boric acid, potassium sulfate, N-Acetyl-L-Cysteine, and o-phthaldialdehyde (OPA) and run at a constant flow rate of 0.45 mL/min. Standards for this analysis were prepared using fumonisin B<sub>1</sub> and B<sub>2</sub> (Sigma products F1147 and F3771, respectively) in 30% acetonitrile in water. The 30% acetonitrile was used as blanks for the analysis. The limit of quantitation was 0.025 ng/&#181;L.</p></sec><sec id="s2_5"><title>2.5. Experimental Design and Statistical Analysis</title><p>The experiment was a randomized complete block design with four replicates for each hybrid. Analyses of variance were conducted using Proc mixed of SAS (9.7) (SAS Institute, Cary, NC). Year, soil, cultivar, and genetic background were considered fixed effects. Replicate (Rep) and Rep (Year) were considered random effects. Residual values shown in <xref ref-type="table" rid="table5">Table 5</xref> and <xref ref-type="table" rid="table6">Table 6</xref> refer to Restricted Maximum Residual Likelihood (REML), which reflects the total variance of the random parameters in the model.</p></sec></sec><sec id="s3"><title>3. Results and Discussion</title><p>Hybrid had no significant effect on aflatoxin, but interaction with year (hybrid &#215; year) or year &#215; soil &#215; hybrid was statistically significant (<xref ref-type="table" rid="table2">Table 2</xref>). Inoculation had significant effects for aflatoxin, but its interactions with the rest of factors (year, soil, and hybrid) did not show significant effects. Although the response of fumonosin was similar to aflatoxin for some factors such as the effects of year, soil, and their interactions (<xref ref-type="table" rid="table2">Table 2</xref>), fumo- nisin responded differently to other factors in that cultivar, year &#215; soil &#215; cultivar, soil &#215; Inoc, and year &#215; cultivar &#215; Inoc had significant effects (<xref ref-type="table" rid="table2">Table 2</xref>). The significant effects of year, soil, and their interactions indicated the significant of the environmental factors such as heat, drought, and soil on toxins. The weather data [<xref ref-type="bibr" rid="scirp.63045-ref38">38</xref>] revealed that year 2011 was warmer and drier compared with year 2012 (<xref ref-type="fig" rid="fig1">Figure 1</xref>(a) and <xref ref-type="fig" rid="fig1">Figure 1</xref>(b)), especially during the reproductive and seed-fill stages. This could be a source of effects on inoculation. The different response of aflatoxin and fumonisin to some factors and their interactions reflects the different sensitivity of each toxin to these factors. Both toxins were significantly influenced by the inoculation, indicating that the level of these toxins in the plant is affected by the disease infection. To further evaluate the effects of the three genetic backgrounds (stacked gene hybrids with multiple Bt genes; Round-up Ready, RR2; and non-transgenic) on aflatoxin and fumonisin levels in seeds, data were analyzed where genetic background was modeled with year, soil, and inoculation (<xref ref-type="table" rid="table3">Table 3</xref>). The analysis confirmed that year, soil, and their interactions, and Inoc had significant influences on aflatoxin and fumonisin levels. However, genetic background or its interactions had no significant influences on either aflatoxin or fumonisin levels, indicating that inoculation influenced the levels of aflatoxin and fumonisin, but the inoculation effects did not depend on the genetic background.</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Analysis of variance (F values and P values) for the effects of year, cultivar, soil, and inoculation (Inoc), and their interactions on aflatoxin (&#181;g/kg) and fumonisin (mg/kg) in corn cultivars (stacked gene hybrids and control) in sandy and clay soils under Mississippi delta condition</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="2"  >Effect</th><th align="center" valign="middle"  rowspan="2"  >Num DF</th><th align="center" valign="middle"  colspan="2"  >Aflatoxin</th><th align="center" valign="middle"  colspan="2"  >Fumonisin</th></tr></thead><tr><td align="center" valign="middle" >F Calc.</td><td align="center" valign="middle" >P</td><td align="center" valign="middle" >F Calc.</td><td align="center" valign="middle" >P</td></tr><tr><td align="center" valign="middle" >Year</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >33.69</td><td align="center" valign="middle" ><sup>*** </sup></td><td align="center" valign="middle" >20.70</td><td align="center" valign="middle" ><sup>*** </sup></td></tr><tr><td align="center" valign="middle" >Soil</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >50.33</td><td align="center" valign="middle" ><sup>*** </sup></td><td align="center" valign="middle" >4.93</td><td align="center" valign="middle" ><sup>* </sup></td></tr><tr><td align="center" valign="middle" >Year &#215; Soil</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >70.07</td><td align="center" valign="middle" ><sup>*** </sup></td><td align="center" valign="middle" >18.74</td><td align="center" valign="middle" ><sup>*** </sup></td></tr><tr><td align="center" valign="middle" >Cultivar</td><td align="center" valign="middle" >9</td><td align="center" valign="middle" >0.88</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >5.98</td><td align="center" valign="middle" ><sup>*** </sup></td></tr><tr><td align="center" valign="middle" >Year &#215; Cultivar</td><td align="center" valign="middle" >9</td><td align="center" valign="middle" >4.13</td><td align="center" valign="middle" ><sup>*** </sup></td><td align="center" valign="middle" >4.16</td><td align="center" valign="middle" ><sup>*** </sup></td></tr><tr><td align="center" valign="middle" >Soil &#215; Cultivar</td><td align="center" valign="middle" >9</td><td align="center" valign="middle" >3.44</td><td align="center" valign="middle" ><sup>*** </sup></td><td align="center" valign="middle" >1.25</td><td align="center" valign="middle" >NS</td></tr><tr><td align="center" valign="middle" >Year &#215; Soil &#215; Cultivar</td><td align="center" valign="middle" >9</td><td align="center" valign="middle" >1.48</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >2.20</td><td align="center" valign="middle" ><sup>* </sup></td></tr><tr><td align="center" valign="middle" >Inoc</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >8.57</td><td align="center" valign="middle" ><sup>** </sup></td><td align="center" valign="middle" >12.85</td><td align="center" valign="middle" ><sup>*** </sup></td></tr><tr><td align="center" valign="middle" >Year &#215; Inoc</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >0.31</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >0.08</td><td align="center" valign="middle" >NS</td></tr><tr><td align="center" valign="middle" >Soil &#215; Inoc</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >0.79</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >10.64</td><td align="center" valign="middle" ><sup>*** </sup></td></tr><tr><td align="center" valign="middle" >Year &#215; Soil &#215; Inoc</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >3.09</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >63.68</td><td align="center" valign="middle" ><sup>*** </sup></td></tr><tr><td align="center" valign="middle" >Cultivar &#215; Inoc</td><td align="center" valign="middle" >9</td><td align="center" valign="middle" >0.45</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >1.35</td><td align="center" valign="middle" >NS</td></tr><tr><td align="center" valign="middle" >Year &#215; Cultivar &#215; Inoc</td><td align="center" valign="middle" >9</td><td align="center" valign="middle" >0.97</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >0.56</td><td align="center" valign="middle" >NS</td></tr><tr><td align="center" valign="middle" >Soil &#215; Cultivar &#215; Inoc</td><td align="center" valign="middle" >9</td><td align="center" valign="middle" >0.71</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >0.77</td><td align="center" valign="middle" >NS</td></tr><tr><td align="center" valign="middle" >Year &#215; Soil &#215; Cultivar &#215; Inoc</td><td align="center" valign="middle" >8</td><td align="center" valign="middle" >0.73</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >1.33</td><td align="center" valign="middle" >NS</td></tr><tr><td align="center" valign="middle" >Rep (Year)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Residual</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >23659</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >4.91</td><td align="center" valign="middle" ></td></tr></tbody></table></table-wrap><p><sup>*</sup>Significance at P ≤ 0.05; <sup>**</sup>Significance at P ≤ 0.01; <sup>***</sup>Significance at P ≤ 0.001.</p><fig-group id="fig1"><label><xref ref-type="fig" rid="fig1">Figure 1</xref></label><caption><title> Weather data for 2011 and 2012 in the Mississippi Delta.</title></caption><fig id ="fig1_1"><label>(b)</label><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/6-2701784x6.png"/></fig><fig id ="fig1_2"><label></label><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/6-2701784x7.png"/></fig></fig-group><sec id="s3_1"><title>3.1. Levels of Aflatoxin and Fumonisin in Hybrids</title><p>The levels of aflatoxin in samples from the Tunica clay compared to Bosket FSL are shown in <xref ref-type="table" rid="table4">Table 4</xref>. Aflatoxin levels observed among samples of the non-inoculated corn of the ten hybrids from the Tunica clay type was variable ranging from 1.4 &#181;g/kg for stacked corn hybrid 31G96 to 88.9 &#181;g/kg for stacked corn hybrid DK67-21. Aflatoxin levels among the inoculated corn of the same ten hybrids were variable as well ranging from 0.1 &#181;g/kg for RR2 corn hybrid 31P40 to 207.4 &#181;g/kg for RR2 corn hybrid DKC67-22. Overall aflatoxin levels in the ten corn hybrids tested were higher from inoculated soils than from non-inoculated soils, and varied significantly (P ≤ 0.05) among the ten corn hybrids tested in the inoculated fields in comparison to the levels of aflatoxin among the same hybrids tested in the non-inoculated soil. Levels of aflatoxin were variable and no one hybrid or group of hybrids was consistent in the levels of aflatoxin contamination when grown in Tunica clay under all experimental conditions.</p><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> Analysis of variance (F values and P values) for the effects of year, cultivar, soil, and inoculation (Inoc) on aflatoxin (&#181;g/kg) and fumonisin (mg/kg) on corn genetic background [(stacked gene hybrids with multiple Bt genes; Round-up Reddy, RR2; and non-GMO)] in sandy and clay soils under Mississippi delta conditions</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="2"  >Source effects</th><th align="center" valign="middle"  rowspan="2"  >DF</th><th align="center" valign="middle"  colspan="2"  >Aflatoxin</th><th align="center" valign="middle"  colspan="2"  >Fumonisin</th></tr></thead><tr><td align="center" valign="middle" >F-Calc.</td><td align="center" valign="middle" >P</td><td align="center" valign="middle" >FCalc.</td><td align="center" valign="middle" >P</td></tr><tr><td align="center" valign="middle" >Year</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >32.27</td><td align="center" valign="middle" ><sup>*** </sup></td><td align="center" valign="middle" >12.91</td><td align="center" valign="middle" ><sup>*** </sup></td></tr><tr><td align="center" valign="middle" >Soil</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >43.4</td><td align="center" valign="middle" ><sup>*** </sup></td><td align="center" valign="middle" >2.88</td><td align="center" valign="middle" ><sup>* </sup></td></tr><tr><td align="center" valign="middle" >Year &#215; Soil</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >59.17</td><td align="center" valign="middle" ><sup>*** </sup></td><td align="center" valign="middle" >9.91</td><td align="center" valign="middle" ><sup>** </sup></td></tr><tr><td align="center" valign="middle" >Genetic background</td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >0.29</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >1.27</td><td align="center" valign="middle" >NS</td></tr><tr><td align="center" valign="middle" >Year &#215; Genetic background</td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >2.16</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >0.73</td><td align="center" valign="middle" >NS</td></tr><tr><td align="center" valign="middle" >Soil &#215; Genetic background</td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >0.3</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >0.32</td><td align="center" valign="middle" >NS</td></tr><tr><td align="center" valign="middle" >Year &#215; Soil &#215; Genetic background</td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >2.38</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >1.03</td><td align="center" valign="middle" >NS</td></tr><tr><td align="center" valign="middle" >Inoc</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >7.03</td><td align="center" valign="middle" ><sup>** </sup></td><td align="center" valign="middle" >7.95</td><td align="center" valign="middle" ><sup>** </sup></td></tr><tr><td align="center" valign="middle" >Year &#215; Inoc</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >0.01</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >0.07</td><td align="center" valign="middle" >NS</td></tr><tr><td align="center" valign="middle" >Soil &#215; Inoc</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >1.06</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >9.43</td><td align="center" valign="middle" ><sup>** </sup></td></tr><tr><td align="center" valign="middle" >Year &#215; Soil &#215; Inoc</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >3.83</td><td align="center" valign="middle" ><sup>* </sup></td><td align="center" valign="middle" >45.3</td><td align="center" valign="middle" ><sup>*** </sup></td></tr><tr><td align="center" valign="middle" >Genetic background &#215; Inoc</td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >0.17</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >0.14</td><td align="center" valign="middle" >NS</td></tr><tr><td align="center" valign="middle" >Year &#215; Genetic background &#215; Inoc</td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >1.25</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >0.61</td><td align="center" valign="middle" >NS</td></tr><tr><td align="center" valign="middle" >Soil &#215; Genetic background &#215; Inoc</td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >0.2</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >0.13</td><td align="center" valign="middle" >NS</td></tr><tr><td align="center" valign="middle" >Year &#215; Soil &#215; Genetic background &#215; Inoc</td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >0.56</td><td align="center" valign="middle" >NS</td><td align="center" valign="middle" >0.2</td><td align="center" valign="middle" >NS</td></tr><tr><td align="center" valign="middle" >Rep (Year)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >1.24E-14</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Residual</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >27183</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >6.4579</td><td align="center" valign="middle" ></td></tr></tbody></table></table-wrap><p><sup>*</sup>Significance at P ≤ 0.05; <sup>**</sup>Significance at P ≤ 0.01; <sup>***</sup>Significance at P ≤ 0.001.</p><table-wrap id="table4" ><label><xref ref-type="table" rid="table4">Table 4</xref></label><caption><title> Aflatoxin contamination levels of ten irrigated corn hybrids representing three genotype classes grown on two sites, a Tunica Clay and a Bosket Fine Sandy Loam (FSL) near Stoneville, MS across 2011 and 2012<sup>†</sup></title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="3"  >Hybrid</th><th align="center" valign="middle"  rowspan="3"  >Hybrid class</th><th align="center" valign="middle"  colspan="4"  >Aflatoxin (&#181;g/kg)</th></tr></thead><tr><td align="center" valign="middle"  colspan="2"  >Tunica clay</td><td align="center" valign="middle"  colspan="2"  >Bosket FSL</td></tr><tr><td align="center" valign="middle" >Non-Inc<sup>‡ </sup></td><td align="center" valign="middle" >Inc<sup>&#167; </sup></td><td align="center" valign="middle" >Non-Inc<sup>&#167;</sup></td><td align="center" valign="middle" >Inc<sup>&#167;</sup></td></tr><tr><td align="center" valign="middle" >31P41</td><td align="center" valign="middle" >Non</td><td align="center" valign="middle" >14.6</td><td align="center" valign="middle" >21.5b</td><td align="center" valign="middle" >149.6b</td><td align="center" valign="middle" >154.9ab</td></tr><tr><td align="center" valign="middle" >33N56</td><td align="center" valign="middle" >Non</td><td align="center" valign="middle" >14.8</td><td align="center" valign="middle" >30.2b</td><td align="center" valign="middle" >91.6b</td><td align="center" valign="middle" >267ab</td></tr><tr><td align="center" valign="middle" >1615R</td><td align="center" valign="middle" >RR2</td><td align="center" valign="middle" >12.2</td><td align="center" valign="middle" >18.3b</td><td align="center" valign="middle" >115.4b</td><td align="center" valign="middle" >143.3ab</td></tr><tr><td align="center" valign="middle" >31P40</td><td align="center" valign="middle" >RR2</td><td align="center" valign="middle" >4.9</td><td align="center" valign="middle" >0.1b</td><td align="center" valign="middle" >125.7b</td><td align="center" valign="middle" >329.9ab</td></tr><tr><td align="center" valign="middle" >33N55</td><td align="center" valign="middle" >RR2</td><td align="center" valign="middle" >6.9</td><td align="center" valign="middle" >44.8b</td><td align="center" valign="middle" >129.4b</td><td align="center" valign="middle" >158.2ab</td></tr><tr><td align="center" valign="middle" >DKC 67-22</td><td align="center" valign="middle" >RR2</td><td align="center" valign="middle" >7.4</td><td align="center" valign="middle" >207.4a</td><td align="center" valign="middle" >59.3b</td><td align="center" valign="middle" >118b</td></tr><tr><td align="center" valign="middle" >31G96</td><td align="center" valign="middle" >Stacked</td><td align="center" valign="middle" >1.4</td><td align="center" valign="middle" >22.9b</td><td align="center" valign="middle" >289.4a</td><td align="center" valign="middle" >335.9a</td></tr><tr><td align="center" valign="middle" >31P42</td><td align="center" valign="middle" >Stacked</td><td align="center" valign="middle" >2.9</td><td align="center" valign="middle" >16.2b</td><td align="center" valign="middle" >136.8b</td><td align="center" valign="middle" >153.5ab</td></tr><tr><td align="center" valign="middle" >DKC 66-96</td><td align="center" valign="middle" >Stacked</td><td align="center" valign="middle" >5</td><td align="center" valign="middle" >36.2b</td><td align="center" valign="middle" >114.2b</td><td align="center" valign="middle" >176.2ab</td></tr><tr><td align="center" valign="middle" >DKC 67-21</td><td align="center" valign="middle" >Stacked</td><td align="center" valign="middle" >88.9</td><td align="center" valign="middle" >153.8ab</td><td align="center" valign="middle" >43.1b</td><td align="center" valign="middle" >93.4c</td></tr></tbody></table></table-wrap><p><sup>†</sup>Means of 4 replications and 2 years. <sup>‡</sup>Means are not significantly different. <sup>&#167;</sup>Means within a column followed by the same letter or letters are not significantly different P ≤ 0.05.</p><p>Aflatoxin levels of corn grown in Bosket FSL soil were higher ranging from 43.1 &#181;g/kg for stacked corn hybrid DKC67-21 to 335.9 &#181;g/kg for the stacked corn hybrid 31G96 under both non-inoculated and inoculated conditions compared with the overall levels of aflatoxin in Tunica clay soil (<xref ref-type="table" rid="table4">Table 4</xref>). Although there were significant differences (P ≤ 0.05) in aflatoxin levels among hybrids in Bosket FSL soil, all hybrids had aflatoxins above the regulatory level of 20 &#181;g/kg.</p><p>The levels of fumonisin of the combined samples harvested in 2011 and 2012 are shown in <xref ref-type="table" rid="table5">Table 5</xref> Fumo- nisin levels were less variable overall than aflatoxin levels ranging from 0.5 to 16.2 mg/kg. Average fumonisin levels were about the same in all hybrids in both non-inoculated and inoculated fields both years (<xref ref-type="table" rid="table5">Table 5</xref>), and differences were highly significant (P ≤ 0.05) among all hybrids. Fumonisin levels among all hybrids grown in non-inoculated and inoculated Bosket FSL soil type were not significantly different ranging from 1.2 mg/kg to 5.0 mg/kg (<xref ref-type="table" rid="table5">Table 5</xref>). Observations of fumonisin levels among the hybrids were similar to observations of aflatoxin levels among the hybrids. No single hybrid or group of hybrids stood out as resistant or susceptible.</p><p>Aflatoxin levels were quite different between 2011 and 2012, possibly due to temperature and rainfall conditions despite irrigation. Differences in aflatoxin levels were evident between 2011 and 2012 in grain samples from non-inoculated or inoculated treatments in Bosket FSL soil. The aflatoxin levels in the 2011 samples ranged from 237.5 to 339.9 &#181;g/kg for non-inoculated and inoculated Bosket FSL soil, respectively, and were higher than aflatoxin levels from corn samples from the Tunica Clay soil (<xref ref-type="table" rid="table6">Table 6</xref>). Likewise, aflatoxin levels in the 2012 samples were lower than in 2011 samples and rangedfrom 11.8 &#181;g/ kg to 52.1 &#181;g/kg for the non- inoculated and inoculated field, respectively. The aflatoxin levels in harvested corn samples in 2011 and 2012 were lower in the non-inoculated Tunica Clay field, ranging from 15.2 &#181;g/kg in 2012 to 15.9 &#181;g/kg in 2011.</p><p>Fumonisin levels in corn samples harvested from Tunica Clay and Bosket FSL soil types were inconsistentas far as non-inoculated and inoculated fields in 2011 and 2012 (<xref ref-type="table" rid="table6">Table 6</xref>). Fumonisin levels in samples from both non-inoculated and inoculated soils in the Tunica clay field in 2011 were almost identical at 2.3 and 2.2 mg/kg, respectively. In 2012, the levels were significantly different at 0.3 and 4 mg/kg, respectively (P ≤ 0.05). Samples harvested from the non-inoculated and inoculated Bosket FSL fields were 2.9 and 6.0 mg/kg in 2011 and 2.6 and 0.6 mg/kg in 2012. Yields of the various corn hybrids used in this study were higher for all hybrids in the Tunica clay soil [<xref ref-type="bibr" rid="scirp.63045-ref12">12</xref>] compared to the same hybrids in the sandy loam Bosket FSL. During the course of the experiments, hybrids in the Tunica clay soil exhibited better plant growth and health (Bruns, Unpublished data).</p><table-wrap id="table5" ><label><xref ref-type="table" rid="table5">Table 5</xref></label><caption><title> Fumonisin contamination levels of ten irrigated corn hybrids representing three genotype classes grown on two sites, a Tunica Clay and a Bosket Fine Sandy Loam (FSL) near Stoneville, MS across 2011 and 2012<sup>†</sup></title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="3"  >Hybrid</th><th align="center" valign="middle"  rowspan="3"  >Class</th><th align="center" valign="middle"  colspan="4"  >Fumonisin (mg/kg)</th></tr></thead><tr><td align="center" valign="middle"  colspan="2"  >Tunica clay</td><td align="center" valign="middle"  colspan="2"  >Bosket FSL</td></tr><tr><td align="center" valign="middle" >Non-Inc<sup>&#167;</sup></td><td align="center" valign="middle" >Inc<sup>&#167;</sup></td><td align="center" valign="middle" >Non-Inc<sup>&#167;</sup></td><td align="center" valign="middle" >Inc<sup>‡</sup></td></tr><tr><td align="center" valign="middle" >31P41</td><td align="center" valign="middle" >Non</td><td align="center" valign="middle" >1.1bc</td><td align="center" valign="middle" >1.4c</td><td align="center" valign="middle" >2.3</td><td align="center" valign="middle" >4.4</td></tr><tr><td align="center" valign="middle" >33N56</td><td align="center" valign="middle" >Non</td><td align="center" valign="middle" >2.0b</td><td align="center" valign="middle" >5.7a</td><td align="center" valign="middle" >3.6</td><td align="center" valign="middle" >5</td></tr><tr><td align="center" valign="middle" >1615R</td><td align="center" valign="middle" >RR2</td><td align="center" valign="middle" >0.6c</td><td align="center" valign="middle" >2.1bc</td><td align="center" valign="middle" >2.3</td><td align="center" valign="middle" >2.5</td></tr><tr><td align="center" valign="middle" >31P40</td><td align="center" valign="middle" >RR2</td><td align="center" valign="middle" >1.9b</td><td align="center" valign="middle" >1.6c</td><td align="center" valign="middle" >2.9</td><td align="center" valign="middle" >3.2</td></tr><tr><td align="center" valign="middle" >33N55</td><td align="center" valign="middle" >RR2</td><td align="center" valign="middle" >1.2b</td><td align="center" valign="middle" >3.7b</td><td align="center" valign="middle" >3.9</td><td align="center" valign="middle" >4.3</td></tr><tr><td align="center" valign="middle" >DKC 67-22</td><td align="center" valign="middle" >RR2</td><td align="center" valign="middle" >0.5c</td><td align="center" valign="middle" >2.3bc</td><td align="center" valign="middle" >1.4</td><td align="center" valign="middle" >2.4</td></tr><tr><td align="center" valign="middle" >31G96</td><td align="center" valign="middle" >Stacked</td><td align="center" valign="middle" >2.4b</td><td align="center" valign="middle" >5.9a</td><td align="center" valign="middle" >3.1</td><td align="center" valign="middle" >2.4</td></tr><tr><td align="center" valign="middle" >31P42</td><td align="center" valign="middle" >Stacked</td><td align="center" valign="middle" >16.2a</td><td align="center" valign="middle" >2.4bc</td><td align="center" valign="middle" >3.7</td><td align="center" valign="middle" >2.7</td></tr><tr><td align="center" valign="middle" >DKC 66-96</td><td align="center" valign="middle" >Stacked</td><td align="center" valign="middle" >1.8b</td><td align="center" valign="middle" >5.7a</td><td align="center" valign="middle" >2.4</td><td align="center" valign="middle" >1.2</td></tr><tr><td align="center" valign="middle" >DKC 67-21</td><td align="center" valign="middle" >Stacked</td><td align="center" valign="middle" >0.5c</td><td align="center" valign="middle" >2.4bc</td><td align="center" valign="middle" >1.8</td><td align="center" valign="middle" >2.1</td></tr></tbody></table></table-wrap><p><sup>†</sup>Means of 4 replications and 2 years; <sup>‡</sup>Means are not significantly different; <sup>&#167;</sup>Means within a column followed by the same letter or letters are not significantly different P ≤ 0.05.</p><table-wrap id="table6" ><label><xref ref-type="table" rid="table6">Table 6</xref></label><caption><title> Aflatoxin and Fumonisin contamination levels of irrigated corn hybrids grown on two sites, a Tunica Clay and a Bosket Fine Sandy Loam (FSL) Near Stoneville, MS across 2011 and 2012<sup>†</sup></title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="2"  ></th><th align="center" valign="middle"  colspan="4"  >Aflatoxin (&#181;g/kg)</th></tr></thead><tr><td align="center" valign="middle"  colspan="2"  >Tunica clay</td><td align="center" valign="middle"  colspan="2"  >Bosket FSL</td></tr><tr><td align="center" valign="middle" >Year</td><td align="center" valign="middle" >Non-Inc<sup>‡</sup></td><td align="center" valign="middle" >Inc<sup>&#167;</sup></td><td align="center" valign="middle" >Non-Inc<sup>&#167;</sup></td><td align="center" valign="middle" >Inc<sup>&#167;</sup></td></tr><tr><td align="center" valign="middle" >2011</td><td align="center" valign="middle" >15.9</td><td align="center" valign="middle" >7.6</td><td align="center" valign="middle" >237.5</td><td align="center" valign="middle" >339.9</td></tr><tr><td align="center" valign="middle" >2012</td><td align="center" valign="middle" >15.2</td><td align="center" valign="middle" >92.9</td><td align="center" valign="middle" >11.8</td><td align="center" valign="middle" >52.1</td></tr><tr><td align="center" valign="middle"  rowspan="2"  ></td><td align="center" valign="middle"  colspan="4"  >Fumonisin (mg/kg)</td></tr><tr><td align="center" valign="middle"  colspan="2"  >Tunica clay</td><td align="center" valign="middle"  colspan="2"  >Bosket FSL</td></tr><tr><td align="center" valign="middle" >Year</td><td align="center" valign="middle" >Non-Inc<sup>&#167;</sup></td><td align="center" valign="middle" >Inc<sup>&#167;</sup></td><td align="center" valign="middle" >Non-Inc<sup>‡</sup></td><td align="center" valign="middle" >Inc<sup>&#167;</sup></td></tr><tr><td align="center" valign="middle" >2011</td><td align="center" valign="middle" >2.3</td><td align="center" valign="middle" >2.2</td><td align="center" valign="middle" >2.9</td><td align="center" valign="middle" >6.0</td></tr><tr><td align="center" valign="middle" >2012</td><td align="center" valign="middle" >0.3</td><td align="center" valign="middle" >4</td><td align="center" valign="middle" >2.6</td><td align="center" valign="middle" >0.6</td></tr></tbody></table></table-wrap><p><sup>†</sup>Means of 10 hybrids representing 3 genotypes and 4 replications. <sup>‡</sup>Means are not significantly different. <sup>&#167;</sup>Means within a column are significantly different P ≤ 0.05.</p><p>The theory that reducing plant stress during the kernel-filling time will cause reductions in mycotoxin levels was tested in this research by evaluating if weather data during the 2011 and 2012 growing seasons might correlate with aflatoxin and fumonisin levels (<xref ref-type="fig" rid="fig1">Figure 1</xref>). Weather comparisons between the 2 years were significantly different in rainfall. For example, the maximum temperature in June, July, and August 2011 were 34.9, 35.4, and 35.4˚C, respectively, compared to 31.7˚C, 33.7˚C, and 34.1˚C in 2012 (<xref ref-type="fig" rid="fig1">Figure 1</xref>). Similar trends for rainfall were observed where the precipitation was lower during June, July, and August, resulting in a warmer and drier year in 2011 than in 2012, although the precipitation was higher early in the season in 2011 compared to 2012. These conditions may have created additional stress due to warmer and drier season, especially during the kernel-filling stage and contributed to much higher aflatoxin contamination in sandy soils. Field water holding capacity of sandy soils is lower than that of clay soils, consequently crops grown in sandy soil are more sensitive to drought stress even when the irrigation is used. Fumonisin levels in the corn samples did not consistently relate to weather conditions. Recently it was found that these hybrids did not yield as well in sandy soil, possibly due to drought stress even when they received adequate irrigation, (Bruns, unpublished data) compared to the same hybrids grown in clay soil [<xref ref-type="bibr" rid="scirp.63045-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.63045-ref25">25</xref>] [<xref ref-type="bibr" rid="scirp.63045-ref39">39</xref>] . In all cases corn grown in sandy loam soil had much higher levels of aflatoxin. None of the hybrids, conventional or stacked-gene, were clearly superior to the others in terms of aflatoxin levels. Some reports of hybrids with a Bt gene showed variable effects on mycotoxin levels. Some authors reported beneficial effects of hybrids, others did not [<xref ref-type="bibr" rid="scirp.63045-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.63045-ref40">40</xref>] -[<xref ref-type="bibr" rid="scirp.63045-ref43">43</xref>] . A multifaceted strategy to reduce mycotoxins appears to be necessary [<xref ref-type="bibr" rid="scirp.63045-ref44">44</xref>] .</p></sec></sec><sec id="s4"><title>4. Conclusion</title><p>It is not clear at this time whether the benefits of stacked-gene hybrids justify the costs of their development [<xref ref-type="bibr" rid="scirp.63045-ref12">12</xref>] . To reach a conclusive recommendation, more research is required where more hybrids are tested across more years, geographic locations, and under irrigated and non-irrigated conditions.</p></sec><sec id="s5"><title>Acknowledgements</title><p>We would like to thank Jeremy Kotowicz, Roderick Patterson, and Terry Johnson for their technical assistance. Mention of trade names or commercial products in this publication is solely for the purpose of providing specific information and does not imply recommendation or endorsement by the U.S. Department of Agriculture.</p></sec><sec id="s6"><title>Cite this paper</title><p>Hamed K.Abbas,NacerBellaloui,H. ArnoldBruns, (2016) Investigating Transgenic Corn Hybrids as a Method for Mycotoxin Control. Food and Nutrition Sciences,07,44-54. doi: 10.4236/fns.2016.71006</p></sec></body><back><ref-list><title>References</title><ref id="scirp.63045-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Abbas, H.K., Zablotowicz, R.M., Weaver, M.A., Shier, W.T., Bruns, H.A., Bellaloui, N., Accinelli, C. and Abel, C.A. (2013) Implications of Bt Traits on Mycotoxin Contamination in Maize: Overview and Recent Experimental Results in Southern United States. Journal of Agriculture and Food Chemistry, 61, 11759-11770.  
http://dx.doi.org/10.1021/jf400754g</mixed-citation></ref><ref id="scirp.63045-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Alstad, D.N. and Andow, D.A. (1995) Managing the Evolution of Insect Resistance to Transgenic Plants. Science, 268, 894-1896. http://dx.doi.org/10.1126/science.268.5219.1894</mixed-citation></ref><ref id="scirp.63045-ref3"><label>3</label><mixed-citation publication-type="other" xlink:type="simple">Catangui, M.A. and Berg, R.K. (2006) Western Bean Cutworm, Striacosta albicosta (Smith) (Lepidoptera: Noctuidae), as a Potential Pest of Transgenic Cry1Ab Bacillus thuringiensis Corn Hybrids in South Dakota. Environmental Entomology, 35, 1439-1452. http://dx.doi.org/10.1093/ee/35.5.1439</mixed-citation></ref><ref id="scirp.63045-ref4"><label>4</label><mixed-citation publication-type="other" xlink:type="simple">Estruch, J.J., Warren, G.W., Mullins, M.A., Nye, G.J., Craig, J.A. and Koziel, M.G. (1996) Vip3A, a Novel Bacillus thuringiensis Vegetative Insecticidal Protein with a Wide Spectrum of Activities against Lepidopteran Insects. Proceedings of the National Academy of Sciences of the United States of America, 93, 5389-5394. 
http://dx.doi.org/10.1073/pnas.93.11.5389</mixed-citation></ref><ref id="scirp.63045-ref5"><label>5</label><mixed-citation publication-type="book" xlink:type="simple">George, Z. and Crickmore, N. (2012) Bacillus thuringiensis Applications in Agriculture. In: Sansinenea, E., Ed., Bacillus thuringiensis Biotechnology, Chapter 2, Springer Science +Business Media, New York, 19-39. 
http://dx.doi.org/10.1007/978-94-007-3021-2_2</mixed-citation></ref><ref id="scirp.63045-ref6"><label>6</label><mixed-citation publication-type="other" xlink:type="simple">Huang, F., Leonard, B.R. and Gable, R.H. (2006) Comparative Susceptibility of European Corn Borer, Southwestern Corn Borer, and Sugarcane Borer (Lepidoptera: Crambidae) to Cry1Ab Protein in a Commercial Bt-Corn Hybrid. Journal of Economic Entomology, 99, 194-202. http://dx.doi.org/10.1093/jee/99.1.194</mixed-citation></ref><ref id="scirp.63045-ref7"><label>7</label><mixed-citation publication-type="other" xlink:type="simple">Hutchison, W.D., Burkness, E.C., Mitchell, P.D., Moon, R.D., Leslie, T.W., Fleischer, S.J., Abrahamson, M., Hamilton, K.L., Steffey, K.L., Gray, M.E., Hellmich II, R.L., Kaster, V., Hunt, T.E., Wright, R.J., Pecinovsky, K.T., Rabaey, T.L., Flood, B.R. and Raun, E.S. (2010) Areawide Suppression of European Corn Borer with Bt Maize Reaps Savings to Non-Bt Maize Growers. Science, 330, 222-225. http://dx.doi.org/10.1126/science.1190242</mixed-citation></ref><ref id="scirp.63045-ref8"><label>8</label><mixed-citation publication-type="other" xlink:type="simple">Lu, Y., Wu, K., Jiang, Y., Guo, Y. and Desneux, N. (2012) Widespread Adoption of Bt Cotton and Insecticide Decrease Promotes Biocontrol Services. Nature, 487, 362-365. http://dx.doi.org/10.1038/nature11153</mixed-citation></ref><ref id="scirp.63045-ref9"><label>9</label><mixed-citation publication-type="other" xlink:type="simple">Martin, P. and Travers, R. (1989) Worldwide Abundance and Distribution of Bacillus thuringiensis Isolates. Applied and Environmental Entomology, 55, 2437-2442.</mixed-citation></ref><ref id="scirp.63045-ref10"><label>10</label><mixed-citation publication-type="other" xlink:type="simple">Mugo, S.N., Mwimali, M., Taracha, C.O., Songa, J.M., Gichuki, S.T., Tende, R., Karaya, H., Bergvinson, D.J., Pellegrineschi, A. and Hoisington, D.A. (2011) Testing Public Bt Maize Events for Control of Stem Borers in the First Confined Field Trials in Kenya. African Journal of Biotechnology, 10, 4713-4718.</mixed-citation></ref><ref id="scirp.63045-ref11"><label>11</label><mixed-citation publication-type="other" xlink:type="simple">Vaeck, M., Reynaert, A., Hofte, H., Jansens, S., Debeuckeleer, M., Dean, C., Zabeau, M., Vanmontagu, M. and Leemans, J. (1987) Transgenic Plants Protected from Insect Attack. Nature, 328, 33-37.  
http://dx.doi.org/10.1038/328033a0</mixed-citation></ref><ref id="scirp.63045-ref12"><label>12</label><mixed-citation publication-type="other" xlink:type="simple">Bruns, H.A. (2014) Stacked-Gene Hybrids Were Not Found to Be Superior to Glyphosate Resistant or Non-GMO Corn Hybrids. Crop Management.</mixed-citation></ref><ref id="scirp.63045-ref13"><label>13</label><mixed-citation publication-type="other" xlink:type="simple">Brewer, M. and Odvody, G. (2012) Contributions of Stacked-Trait Bt-Corn, Irrigation, and Hybrid Background on Aflatoxin, Ear Damage, and Yield under Varying Insect Pressure. http://www.corntechconf.org/CUTC/presentations.asp</mixed-citation></ref><ref id="scirp.63045-ref14"><label>14</label><mixed-citation publication-type="other" xlink:type="simple">Abbas, H.K., Accinelli, C., Zablotowicz, R.M., Abel, C.A., Bruns, H.A., Dong, Y. and Shier, W.T. (2012) Dynamics of Mycotoxin and Aspergillus flavus Levels in Aging Bt and Non-Bt Corn Residues under Mississippi No-Till Conditions. Journal of Agriculture and Food Chemistry, 56, 7578-7585. http://dx.doi.org/10.1021/jf801771a</mixed-citation></ref><ref id="scirp.63045-ref15"><label>15</label><mixed-citation publication-type="other" xlink:type="simple">Williams, W.P., Windham, G.L., Krakowsky, M.D., Scully, B.T. and Ni, X. (2010) Aflatoxin Accumulation in Bt and Non-Bt Maize Test Crosses. Journal of Crop Improvement, 24, 392-399.  
http://dx.doi.org/10.1080/15427528.2010.505111</mixed-citation></ref><ref id="scirp.63045-ref16"><label>16</label><mixed-citation publication-type="other" xlink:type="simple">Wiatrak, P.J., Wright, D.L., Marois, J.J. and Wilson, D. (2005) Influence of Planting Date on Aflatoxin Accumulation in Bt, Non-Bt, and Tropical Non-Bt Hybrids. Agronomy Journal, 97, 440-445.  
http://dx.doi.org/10.2134/agronj2005.0440</mixed-citation></ref><ref id="scirp.63045-ref17"><label>17</label><mixed-citation publication-type="other" xlink:type="simple">Dowd, P.F. (2000) Indirect Reduction of Ear Molds and Associated Mycotoxins in Bacillus thuringiensis in Corn under Controlled and Open Field Conditions: Utility and Limitations. Journal of Environmental Entomology, 93, 1669-1679. http://dx.doi.org/10.1603/0022-0493-93.6.1669</mixed-citation></ref><ref id="scirp.63045-ref18"><label>18</label><mixed-citation publication-type="other" xlink:type="simple">Munkvold, G.P., Hellmich, R.L. and Rice, L.G. (1999) Comparison of Fumonisin Concentrations in Kernels of Transgenic Bt Maize Hybrids and Nontransgenic Hybrids. Plant Disease, 83, 130-138.  
http://dx.doi.org/10.1094/PDIS.1999.83.2.130</mixed-citation></ref><ref id="scirp.63045-ref19"><label>19</label><mixed-citation publication-type="other" xlink:type="simple">Williams, W.P., Buckley, P.M. and Windham, G.L. (2002) Southwestern Corn Borer (Lepidoptera: Crambidae) Damage and Aflatoxin Accumulation in Maize. Journal of Economic Entomololy, 95, 1049-1053. 
http://dx.doi.org/10.1093/jee/95.5.1049</mixed-citation></ref><ref id="scirp.63045-ref20"><label>20</label><mixed-citation publication-type="other" xlink:type="simple">Windham, G.L., Williams, W.P. and Davis, F.M. (1999) Effects of the Southwestern Corn Borer on Aspergillus flavus Kernel Infection and Aflatoxin Accumulation in Maize Hybrids. Plant Disease, 83, 535-540. 
http://dx.doi.org/10.1094/PDIS.1999.83.6.535</mixed-citation></ref><ref id="scirp.63045-ref21"><label>21</label><mixed-citation publication-type="other" xlink:type="simple">Robens, J. and Cardwell, K. (2003) The Costs of Mycotoxin Management to the USA: Management of Aflatoxins in the United States. Journal of Toxicology: Toxin Reviews, 22, 139-152. http://dx.doi.org/10.1081/TXR-120024089</mixed-citation></ref><ref id="scirp.63045-ref22"><label>22</label><mixed-citation publication-type="book" xlink:type="simple">Abbas, H.K. (Ed.) (2005) Aflatoxin and Food Safety. CRC Press, Boca Raton.  
http://dx.doi.org/10.1201/9781420028171</mixed-citation></ref><ref id="scirp.63045-ref23"><label>23</label><mixed-citation publication-type="other" xlink:type="simple">Abbas, H.K., Zablotowicz, R.M., Shier, W.T., Johnson, B.J., Phillips, N.A., Weaver, M.A., Abel, C.A. and Bruns, H.A. (2015) Aflatoxin and Fumonisin in Corn (Zea mays) Infected by Common Smut Ustilago maydis. Plant Disease, 99, 1236-1240. http://dx.doi.org/10.1094/PDIS-03-14-0234-RE</mixed-citation></ref><ref id="scirp.63045-ref24"><label>24</label><mixed-citation publication-type="other" xlink:type="simple">CAST (Council for Agriculture Science and Technology) (2003) Mycotoxins Risks in Plant, Animal, and Human Systems. Task Force Report 139, CAST, Ames.</mixed-citation></ref><ref id="scirp.63045-ref25"><label>25</label><mixed-citation publication-type="other" xlink:type="simple">Abbas, H.K., Shier, W.T. and Cartwright, R.D. (2007) Effect of Temperature, Rain Fall, and Planting Date on Aflatoxin and Fumonisin Contamination in Commercial Bt and Non-Bt Corn Hybrids in Arkansas. Phytoprotection, 88, 41-50. http://dx.doi.org/10.7202/018054ar</mixed-citation></ref><ref id="scirp.63045-ref26"><label>26</label><mixed-citation publication-type="other" xlink:type="simple">Abbas, H.K., Williams, W.P., Windham, G.L., Pringle Jr., J.C., Xie, W. and Shier, W.T. (2002) Aflatoxin and Fumonisin Contamination of Commercial Corn (Zea mays) Hybrids in Mississippi. Journal of Agriculture and Food Chemistry, 50, 5246-5254. http://dx.doi.org/10.1021/jf020266k</mixed-citation></ref><ref id="scirp.63045-ref27"><label>27</label><mixed-citation publication-type="other" xlink:type="simple">Bruns, H.A. and Abbas, H.K. (2005) Responses of Short-Season Corn Hybrids to a Humid Sub-Tropical Environment. Agronomy Journal, 97, 446-451. http://dx.doi.org/10.2134/agronj2005.0446</mixed-citation></ref><ref id="scirp.63045-ref28"><label>28</label><mixed-citation publication-type="other" xlink:type="simple">Bruns, H.A. and Abbas, H.K. (2006) Planting Date Effects on Bt and Non-Bt Corn in the Mid South USA. Agronomy Journal, 98, 100-106. http://dx.doi.org/10.2134/agronj2005.0143</mixed-citation></ref><ref id="scirp.63045-ref29"><label>29</label><mixed-citation publication-type="other" xlink:type="simple">De la Campa, R., Hooker, D.C., Miller, J.D., Schaafsma, A.W. and Hammond, B.G. (2005) Modeling Effects of Environment, Insect Damage, and Bt Genotypes on Fumonisin Accumulation in Maize in Argentina and the Philippines. Mycopathologia, 159, 539-552. http://dx.doi.org/10.1007/s11046-005-2150-3</mixed-citation></ref><ref id="scirp.63045-ref30"><label>30</label><mixed-citation publication-type="other" xlink:type="simple">Diener, U.L., Cole, R.J., Sanders, T.H., Payne, G.A., Lee, L.S. and Klich, M.A. (1987) Epidemiology of Aflatoxin Formation by Aspergillus flavus. Annual Review of Phytopathology, 25, 249-270.  
http://dx.doi.org/10.1146/annurev.py.25.090187.001341</mixed-citation></ref><ref id="scirp.63045-ref31"><label>31</label><mixed-citation publication-type="other" xlink:type="simple">Payne, G.A. (1992) Aflatoxin in Maize. Critical Reviews in Plant Sciences, 10, 423-440.  
http://dx.doi.org/10.1080/07352689209382320</mixed-citation></ref><ref id="scirp.63045-ref32"><label>32</label><mixed-citation publication-type="other" xlink:type="simple">Abbas, H.K., Wilkinson, J.R., Zablotowicz, R.M., Accinelli, C., Abel, C.A., Bruns, H.A. and Weaver, M.A. (2009) Ecology of Aspergillus flavus, Regulation of Aflatoxin Production and Management Strategies to Reduce Aflatoxin Contamination of Corn. Toxin Reviews, 2-3, 142-152. http://dx.doi.org/10.1080/15569540903081590</mixed-citation></ref><ref id="scirp.63045-ref33"><label>33</label><mixed-citation publication-type="other" xlink:type="simple">King, E.D., Bassi, A.B., Ross, D.C. and Druebbisch, B. (2011) An Industry Perspective on the Use of Atoxigenic Strains of Aspergillus flavus as Biological Control Agents and the Significance of Cyclopiazonic Acid. Toxin Reviews, 30, 33-41. http://dx.doi.org/10.3109/15569543.2011.588818</mixed-citation></ref><ref id="scirp.63045-ref34"><label>34</label><mixed-citation publication-type="other" xlink:type="simple">National Toxicology Program (NTP) (2001) Toxicology and Carcinogenesis Studies of Fumonisin B1 in F344/N Rats and B6C3F1 Mice (Feed Studies). Department of Health &amp; Human Services, Public Health Service, NTP, Central Data Management, Research Triangle Park.</mixed-citation></ref><ref id="scirp.63045-ref35"><label>35</label><mixed-citation publication-type="other" xlink:type="simple">Accinelli, C., Abbas, H.K., Vicari, A. and Shier, W.T. (2014) Aflatoxin Contamination of Corn under Different Agro-Environmental Conditions and Biocontrol Applications. Crop Protection, 63, 9-14.  
http://dx.doi.org/10.1016/j.cropro.2014.04.021</mixed-citation></ref><ref id="scirp.63045-ref36"><label>36</label><mixed-citation publication-type="other" xlink:type="simple">Plattner, R.D. (1999) HPLC/MS Analysis of Fusarium Mycotoxins, Fumonisins and Deoxynivalenol. Natural Toxins, 7, 365-370. http://dx.doi.org/10.1002/1522-7189(199911/12)7:6&lt;365::AID-NT85&gt;3.0.CO;2-0</mixed-citation></ref><ref id="scirp.63045-ref37"><label>37</label><mixed-citation publication-type="other" xlink:type="simple">Muscarella, M., Magro, S.L., Nardiello, D., Palermo, C. and Centonze, D. (2008) Development a New Analytical Method for the Determination of Fumonisin B1 and B2 in Food Products Based on High Performance Liquid Chromatography and Fluorimetric Detection with Post-Column Derivatization. Journal of Chromatography A, 1203, 88-93.  
http://dx.doi.org/10.1016/j.chroma.2008.07.034</mixed-citation></ref><ref id="scirp.63045-ref38"><label>38</label><mixed-citation publication-type="other" xlink:type="simple">MSUcares (2014) http://msucares.com/crops/soybeans/index.html</mixed-citation></ref><ref id="scirp.63045-ref39"><label>39</label><mixed-citation publication-type="other" xlink:type="simple">Kebede, H., Abbas, H.K., Fisher, D.K. and Bellaloui, N. (2012) Relationship between Aflatoxin Contamination and Physiological Responses of Corn Plants under Drought and Heat Stress. Toxins, 4, 1385-1403.  
http://dx.doi.org/10.3390/toxins4111385</mixed-citation></ref><ref id="scirp.63045-ref40"><label>40</label><mixed-citation publication-type="other" xlink:type="simple">Hammond, B.G., Campell, K.W., Pilcher, C.D., Degooyer, T.A., Robinson, A.E., McMillen, B.L., Spangler, S.M., Riordan, S.G., Rice, L.G. and Richard, J.L. (2004) Lower Fumonisin Mycotoxin Levels in the Grain of Bt Corn Grown in the United States in 2000-2002. Journal of Agriculture and Food Chemistry, 52, 1390-1397.  
http://dx.doi.org/10.1021/jf030441c</mixed-citation></ref><ref id="scirp.63045-ref41"><label>41</label><mixed-citation publication-type="other" xlink:type="simple">Folcher, L., Delus, M., Marenque, E., Jarry, M., Weissenberger, A., Eychenne, N. and Regnault-Roger, C. (2010) Lower Mycotoxin Levels in Bt Maize Grain. Agronomy and Sustainable Development, 30, 711-719.  
http://dx.doi.org/10.1051/agro/2010005</mixed-citation></ref><ref id="scirp.63045-ref42"><label>42</label><mixed-citation publication-type="other" xlink:type="simple">Ostry, V., Ovesna, J., Skarkova, J., Pouchova, V. and Ruprich, J. (2010) A Review on Comparative Data Concerning Fusarium Mycotoxins in Bt Maize and Non-Bt Isogenic Maize. Mycotoxin Research, 26, 141-145.  
http://dx.doi.org/10.1007/s12550-010-0056-5</mixed-citation></ref><ref id="scirp.63045-ref43"><label>43</label><mixed-citation publication-type="other" xlink:type="simple">Schaafsma, A.W., Hooker, D.C., Baute, T.S. and Illincie-Tamburic, L. (2002) Effect of Bt-Corn Hybrids on Deoxynivalenol Content in Grain at Harvest. Plant Disease, 86, 1123-1126. http://dx.doi.org/10.1094/PDIS.2002.86.10.1123</mixed-citation></ref><ref id="scirp.63045-ref44"><label>44</label><mixed-citation publication-type="other" xlink:type="simple">Tedford, E. (2012) Development and Refinement of Afla-Guard for Reduction of Aflatoxins in Corn in the US 2012.  
http://www.corntechconf.org/CUTC/presentations.asp</mixed-citation></ref></ref-list></back></article>