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      <journal-meta>
         <journal-id journal-id-type="publisher-id">pnut</journal-id>
         <journal-id journal-id-type="allenpress-id">pnut</journal-id>
         <journal-title-group>
            <journal-title>Peanut Science</journal-title>
         </journal-title-group>
         <issn pub-type="ppub">0095-3679</issn>
         <issn pub-type="active">0095-3679</issn>
         <publisher>
            <publisher-name>American Peanut Research and Education Society</publisher-name>
            <publisher-loc/>
         </publisher>
      </journal-meta>
      <article-meta>
         <article-id pub-id-type="doi">10.3146/AT07-001.1</article-id>
         <article-id pub-id-type="publisher-id">AT07-001</article-id>
         <article-categories>
            <subj-group subj-group-type="heading">
               <subject>Articles</subject>
            </subj-group>
         </article-categories>
         <title-group>
            <article-title>Strategies in Prevention of Preharvest Aflatoxin Contamination in Peanuts: Aflatoxin Biosynthesis, Genetics and Genomics</article-title>
            <alt-title alt-title-type="running-head">G<sc>enetic</sc> P<sc>revention</sc> S<sc>trategies</sc> P<sc>reharvest</sc> A<sc>flatoxin</sc>
            </alt-title>
         </title-group>
         <contrib-group>
            <contrib contrib-type="author" xlink:type="simple">
               <name name-style="western">
                  <surname>Guo</surname>
                  <given-names>Baozhu</given-names>
                  <x xml:space="preserve"> </x>
               </name>
               <xref ref-type="fn" rid="FN150">
                  <sup>1,</sup>
               </xref>
               <xref ref-type="corresp" rid="n101">*</xref>
               <x xml:space="preserve">, </x>
            </contrib>
            <contrib contrib-type="author" xlink:type="simple">
               <name name-style="western">
                  <surname>Yu</surname>
                  <given-names>Jiujiang</given-names>
                  <x xml:space="preserve"> </x>
               </name>
               <xref ref-type="fn" rid="FN151">
                  <sup>2</sup>
               </xref>
               <x xml:space="preserve">, </x>
            </contrib>
            <contrib contrib-type="author" xlink:type="simple">
               <name name-style="western">
                  <surname>Holbrook</surname>
                  <given-names>C. Corley</given-names>
                  <x xml:space="preserve"> </x>
               </name>
               <xref ref-type="fn" rid="FN152">
                  <sup>3</sup>
               </xref>
               <x xml:space="preserve">, </x>
            </contrib>
            <contrib contrib-type="author" xlink:type="simple">
               <name name-style="western">
                  <surname>Cleveland</surname>
                  <given-names>Thomas E.</given-names>
                  <x xml:space="preserve"> </x>
               </name>
               <xref ref-type="fn" rid="FN151">
                  <sup>2</sup>
               </xref>
               <x xml:space="preserve">, </x>
            </contrib>
            <contrib contrib-type="author" xlink:type="simple">
               <name name-style="western">
                  <surname>Nierman</surname>
                  <given-names>William C.</given-names>
                  <x xml:space="preserve"> </x>
               </name>
               <xref ref-type="fn" rid="FN153">
                  <sup>4,</sup>
               </xref>
               <xref ref-type="fn" rid="FN154">
                  <sup>5</sup>
               </xref>
               <x xml:space="preserve">, and </x>
            </contrib>
            <contrib contrib-type="author" xlink:type="simple">
               <name name-style="western">
                  <surname>Scully</surname>
                  <given-names>Brian T.</given-names>
                  <x xml:space="preserve"> </x>
               </name>
               <xref ref-type="fn" rid="FN150">
                  <sup>1</sup>
               </xref>
            </contrib>
         </contrib-group>
         
         <pub-date pub-type="ppub">
            <month>1</month>
            <year>2009</year>
         </pub-date>
         <volume>36</volume>
         <issue>1</issue>
         <fpage>11</fpage>
         <lpage>20</lpage>
         <permissions>
            <copyright-statement>American Peanut Research and Education Society</copyright-statement>
            <copyright-year>2009</copyright-year>
         </permissions>
         <related-article related-article-type="pdf"
                          xlink:href="AT07-001.1.pdf"
                          xlink:type="simple"/>
         <abstract>
            <title>Abstract</title>
            <p>Peanut (<italic>Arachis hypogaea</italic> L.), or groundnut, is an important crop economically and nutritionally in many tropical and subtropical areas of the world. It is also one of the most susceptible host crops to <italic>Aspergillus flavus</italic> resulting in aflatoxin contamination. The prevention or elimination of aflatoxin contamination in preharvest and postharvest crops is a serious challenge facing scientists. The recent International Conference on Groundnut Aflatoxin Management and Genomics held in Guangzhou, China, provided an international forum for discussions on the latest accomplishments, the development of strategies, and the initiation of cooperative research for the prevention of aflatoxin contamination. This review summarizes the progress in genetic and genomic research of peanuts and the toxin-producing fungus <italic>A. flavus.</italic> In particular, the pathway for production and the genetic regulation of afaltoxin, and the peanut-<italic>Aspergillus</italic> interaction are discussed. The use of a peanut-<italic>Aspergillus</italic> microarray will help scientists to study the crop-pathogen interaction; aids in the identification of genes involved in both fungal invasion and crop resistance, and ultimately enhance research to find solutions that prevent aflatoxin contamination in agricultural commodities.</p>
         </abstract>
         <kwd-group>
            <kwd>Aflatoxin contamination</kwd>
            <x xml:space="preserve">; </x>
            <kwd>genetics</kwd>
            <x xml:space="preserve">; </x>
            <kwd>genomics</kwd>
         </kwd-group>
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            <page-count count="10"/>
         </counts>
      </article-meta>
   </front>
   <body>
      <sec id="s1">
			<title>Introduction</title>
         <p>Throughout the world, aflatoxin contamination is considered one of the most serious food and feed safety issues. Chronic problems with aflatoxin contamination occur in the southern U.S., and are particularly troublesome in peanut, corn, cottonseed, and tree nuts. The impact of aflatoxin contamination on the agricultural economy is especially devastating during drought years when aflatoxin affects the more northern areas including the Midwestern corn belt. Economic losses in the years of major aflatoxin outbreaks have been estimated in the hundreds of millions of dollars. The realization of the unique nature of the aflatoxin problem and the need for novel technologies to ameliorate the impact of this problem became a focal point of discussion in 1988 at the first U.S. Aflatoxin Elimination Workshop held in New Orleans, LA. The Annual Aflatoxin Workshops (<xref ref-type="table" rid="i0095-3679-36-1-11-t01">Table 1</xref>) have served as a forum to assemble USDA-ARS scientists, university faculty, representatives of the different commodities and industries, and international participants in a unique cooperative effort to develop aflatoxin control strategies through research and development.</p>
         <table-wrap id="i0095-3679-36-1-11-t01" position="float">
            <label>Table 1</label>
            <caption>
               <p>USDA Annual Multicrop Aflatoxin Elimination Workshop.</p>
            </caption>
            <graphic xlink:href="i0095-3679-36-1-11-t01.gif"
                     mimetype="image"
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                     xlink:type="simple"/>
         </table-wrap>
         <p>Peanut (<italic>Arachis hypogaea</italic> L.), also called groundnut, is an important staple crop in many areas of the world and also is one of the most susceptible host species for <italic>Aspergillus flavus</italic> Link:Fr., which is the causal organism producing aflatoxin. The International Conference on Groundnut Aflatoxin Management and Genomics was held 5-9 November, 2006, in Guangzhou, China, and provided an international forum for scientific presentations and discussions about the latest accomplishments, strategies and cooperation in the prevention of aflatoxin contamination through genetics and genomics. Our presentation at this conference focused on searching for strategies in prevention of preharvest aflatoxin contamination through understanding the mechanisms of aflatoxin formation, pathogenicity of the fungus, and host crop resistance along with recent research on crop-fungus interaction using microarray by gene expression profilings. The joint effort between USDA-ARS at Tifton, GA and New Orleans, LA, and the J. Craig Venter Institute (JCVI) to produce a microarray to study the interaction between <italic>Aspergillus</italic> and peanut is also reviewed in this paper.</p>
         <sec id="s1a">
            <title>Aflatoxins and Importance of Aflatoxin Contamination</title>
            <sec id="s1a1">
               <title>Aflatoxins</title>
               <p>Mycotoxins are low molecular weight secondary metabolites produced by filamentous fungi and induce various degrees of toxicity to vertebrates, invertebrates, plants, and microorganisms. Aflatoxin was first associated with an outbreak of “Turkey X disease”, which occurred in 1960 near London, England, and killed approximately 100,000 poults (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Blount1">Blount, 1961</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Forgacs1">Forgacs and Carll, 1962</xref>). The cause of the disease was later associated with the feeding of peanut (groundnut) meal infested by <italic>A. flavus</italic>, and thus the toxins were named “aflatoxin” for the <italic>A. flavus</italic> toxin.</p>
               <p>Attention has been given to the occurrence, biosynthesis, and toxicity of aflatoxins since these compounds are both carcinogenic and the most toxic of the known mycotoxins (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Cole1">Cole and Cole, 1987</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-VanEgmond1">Van Egmond, 1989</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Yu3">Yu <italic>et al.</italic>, 2004a</xref>, <xref ref-type="bibr" rid="i0095-3679-36-1-11-Yu4">b</xref>,<xref ref-type="bibr" rid="i0095-3679-36-1-11-Yu5">c</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Yu8">Yu <italic>et al.</italic>, 2006</xref>). Aflatoxins belong to a family of compounds with difuranocoumarins. Aflatoxins B<sub>1</sub>, B<sub>2</sub>, G<sub>1</sub>, and G<sub>2</sub> (AFB<sub>1</sub>, AFB<sub>2</sub>, AFG<sub>1</sub>, and AFG<sub>2</sub>) are the four major aflatoxins based on their blue (B) or green (G) fluorescence under ultraviolet light and their relative mobility by thin-layer chromatography on silica gel. Aflatoxin M<sub>1</sub> is a hydroxylated derivative metabolized from aflatoxin B<sub>1</sub> by cows and secreted in milk (<xref ref-type="bibr" rid="i0095-3679-36-1-11-VanEgmond1">Van Egmond, 1989</xref>). In addition to aflatoxins B<sub>1</sub> and B<sub>2</sub>, <italic>A. flavus</italic> produces cyclopiazonic acid, kojic acid, beta-nitropropionic acid, aspertoxin, aflatrem and aspergillic acid (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Goto1">Goto <italic>et al.</italic>, 1996</xref>). <italic>Aspergillus parasiticus</italic> Speare produces G<sub>1</sub> and G<sub>2</sub> in addition to aflatoxins B<sub>1</sub> and B<sub>2</sub>.</p>
            </sec>
            <sec id="s1a2">
               <title>Food safety and economic impact</title>
               <p>
                  <italic>Aspergillus flavus</italic> is a weak opportunistic plant pathogen and secretes aflatoxins into many agricultural crops. Preharvest aflatoxin contamination can occur when <italic>A. flavus</italic> infects peanut pods, corn ears, and cotton bolls with insect or mechanical damage (or if tissues are not amaged). Postharvest aflatoxin contamination can be problematic if grain storage is poorly managed. Outbreaks of acute aflatoxicosis from contaminated food in humans have been documented in Kenya, India, Malaysia, and Thailand as reported by the Council for Agriculture Science and Technology (<xref ref-type="bibr" rid="i0095-3679-36-1-11-CAST2">CAST, 2003</xref>). For example, an outbreak of severe aflatoxicosis in humans occurred in more than 150 villages in western India in 1974 where 397 persons were affected and 108 persons died (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Krishnamachari1">Krishnamachari <italic>et al.</italic>, 1975</xref>). The largest and most severe outbreak of acute aflatoxicosis documented worldwide occurred in Kenya during 2004 and involved 317 cases and 125 deaths, mainly among children, due to consumption of aflatoxin contaminated corn (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Lewis1">Lewis <italic>et al.</italic>, 2005</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-CDC1">CDC, 2004</xref>).</p>
               <p>Low dose consumption of aflatoxin contaminated food stuff causes chronic aflatoxicosis resulting in cancer, suppression of immunological reponses, and other “slow” pathological conditions. The liver is the primary target organ by toxic and carcinogenic aflatoxins. Cytochrome P450 enzymes in the liver convert aflatoxins to the reactive 8,9-epoxide form, which is capable of binding to both DNA and proteins (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Eaton1">Eaton and Groopman, 1994</xref>). Aflatoxin B<sub>1</sub>-DNA adducts can result in the GC to TA transversions in the p53, a DNA-repair, tumor-suppressor gene, at codon 249. Inactivation of the p53 tumor suppressor gene leads to the development of primary liver cancer (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Bressac1">Bressac <italic>et al.</italic>, 1991</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Hsu1">Hsu <italic>et al.</italic>, 1991</xref>).</p>
               <p>Aflatoxin contamination also has a significant economic impact on worldwide agriculture. In the developing countries, food safety is the major problem where detection and decontamination policies are impractical. Due to food shortage in those countries, routine consumption of aflatoxin-contaminated food is widespread. The liver cancer incidence rates are 2 to 10× higher in developing countries than in developed countries (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Henry1">Henry <italic>et al.</italic>, 1999</xref>). In developed countries, the maximum allowable amount of aflatoxin in food and feed for human consumption and for livestock has been mandated by law. A guideline of 20 ppb (parts per billion) aflatoxin in food or feed substrate is the maximum allowable limit imposed by the U.S. Food and Drug Administration. The European Union has a maximum level of 2 ppb for aflatoxin B<sub>1</sub> and 4 ppb for total aflatoxins. The aflatoxin contaminated commodities are often destroyed if the aflatoxin content is higher than the mandated levels. This results in billions of dollars in yearly losses worldwide. In some parts of the southern U.S. such as in the southeast peanut, southern cotton belt, and mid-south corn farming regions, severe outbreaks of aflatoxin contamination occur frequently and resulted in enormous economic losses (<xref ref-type="bibr" rid="i0095-3679-36-1-11-CAST1">CAST, 1989</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Robens1">Robens and Cardwell, 2005</xref>).</p>
            </sec>
         </sec>
         <sec id="s1b">
            <title>Genetics and Biochemistry of Aflatoxin Biosynthesis</title>
            <sec id="s1b1">
               <title>Aflatoxin biosynthetic pathway, genes and enzymes</title>
               <p>The elucidation of the aflatoxin biosynthetic pathway has been one area of research focus during the last decade. The major biochemical pathway steps have been determined and the chemical structures of aflatoxin intermediates have been characterized (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Minto1">Minto and Townsend, 1997</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Payne3">Payne and Brown, 1998</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Yu2">Yu, 2004</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Yu3">Yu <italic>et al.</italic>, 2004a</xref>, <xref ref-type="bibr" rid="i0095-3679-36-1-11-Yu5">c</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Yu7">Yu <italic>et al.</italic>, 2005</xref>). At least 23 enzymatic reactions are involved in aflatoxin formation. No less than 15 structurally-defined aflatoxin intermediates have been identified in the aflatoxin/ST (sterigmatocystin) biosynthetic pathway.</p>
               <p>Aflatoxins are synthesized from malonyl CoA, first with the formation of hexanoyl CoA, followed by formation of a decaketide anthraquinone (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Bhatnagar1">Bhatnagar <italic>et al.</italic>, 1992</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Minto1">Minto and Townsend, 1997</xref>). There are two fatty acid synthases (FAS) and a polyketide synthase (PKS) involved in the synthesis of the polyketide from acetyl CoA (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Watanabe1">Watanabe and Townsend, 2002</xref>). Norsolorinic acid (NOR) is the first stable aflatoxin intermediate identified in the pathway (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Bennett2">Bennett, 1981</xref>). Aflatoxins are formed after a series of oxidation-reduction reactions. The generally accepted aflatoxin biosynthetic pathway scheme is: a hexanoyl CoA precursor → norsolorinic acid, NOR → averantin, AVN → hydroxyaverantin, HAVN → Oxoaverantin, OAVN → averufin, AVF → hydroxyversicolorone, HVN → versiconal hemiacetal acetate, VHA → versiconal, VAL → versicolorin B, VERB → versicolorin A, VERA → demethyl-sterigmatocystin, DMST → sterigmatocystin, ST → O-methylsterigmatocystin, OMST → aflatoxin B<sub>1</sub> and aflatoxin G<sub>1</sub> (<xref ref-type="fig" rid="i0095-3679-36-1-11-f01">Fig. 1</xref>). After the VHA step, there is a branch point in the pathway that leads to aflatoxins B<sub>2</sub> and G<sub>2</sub> formation (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Yabe2">Yabe <italic>et al.</italic>, 2003</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Yu1">Yu <italic>et al.</italic>, 1998</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Yu5">Yu <italic>et al.</italic>, 2004c</xref>).</p>
               <fig id="i0095-3679-36-1-11-f01" position="float">
                  <label>Figure 1</label>
                  <caption>
                     <title>Aflatoxin biosynthetic pathway (adopted from <xref ref-type="bibr" rid="i0095-3679-36-1-11-Yu5">Yu et al., 2004c</xref>). Arrows indicate the connections from the genes to the enzymes they encode, from the enzymes to the bioconversion steps they are involved in, and from the intermediates to the products in the aflatoxin bioconversion steps. Abbreviations: NOR, norsolorinic acid; AVN, averantin; HAVN, 5-hydroxyaverantin; AVNN, averufanin; OAVN, oxoaverantin; AVF, averufin; VHA, versiconal hemiacetal acetate; VAL, versiconal; VERB, versicolorin B; VERA, versicolorin A; DMST, demethylsterigmatocystin; DHDMST, dihydrodemethylsterigmatocystin; ST, sterigmatocystin; DHST, dihydrosterigmatocystin; OMST, <italic>O</italic>-methylsterigmatocystin; DHOMST, dihydro-<italic>O</italic>-methylsterigmatocystin; AFB1, aflatoxin B1; AFB2, aflatoxin B2; AFG1, aflatoxin G1; AFG2, aflatoxin G2.</title>
                  </caption>
                  <graphic xlink:href="i0095-3679-36-1-11-f01.gif"
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                           position="float"
                           xlink:type="simple"/>
               </fig>
               <p>A total of 29 genes or open reading frame (ORF) are involved in aflatoxin formation. The first aflatoxin pathway gene identified was <italic>aflD</italic> (<italic>nor-1</italic>) that encodes a ketoreductase in <italic>A. parasiticus</italic> (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Chang1">Chang <italic>et al.</italic>, 1992</xref>) for the conversion of norsolorinic acid (NOR) to averantin (AVN). Disruption or deletion of the <italic>aflD</italic> (<italic>nor-1</italic>) gene leads to the accumulation of a brick-red pigment in the hyphae and blocks the synthesis of all aflatoxins and their intermediates beyond NOR (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Bennett2">Bennett, 1981</xref>). A gene named <italic>aflR</italic> present in <italic>A. parasiticus</italic> and <italic>A. flavus</italic>, as well as in <italic>A. nidulans</italic> Eidam (originally named <italic>afl-2</italic> and <italic>apa-2</italic>), has been cloned by <xref ref-type="bibr" rid="i0095-3679-36-1-11-Chang2">Chang <italic>et al.</italic>, (1993)</xref> and <xref ref-type="bibr" rid="i0095-3679-36-1-11-Payne2">Payne <italic>et al.</italic> (1993)</xref>. This is a positive regulatory gene involved in both the aflatoxin pathway gene expression in <italic>A. flavus</italic> and <italic>A. parasiticus</italic> and sterigmatocystin (ST) pathway gene expression in <italic>A. nidulans</italic>. These four genes for aflatoxin or ST biosynthesis are milestone discoveries.</p>
               <p>There are two separate pathways leading to B-Group (AFB<sub>1</sub> and AFB<sub>2</sub>) and G-Group (AFG<sub>1</sub> and AFG<sub>2</sub>) aflatoxins (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Yabe1">Yabe <italic>et al.</italic>, 1988</xref>). A gene, named <italic>aflQ</italic> (<italic>ordA</italic>), encoding a cytochrome P-450 monooxygenase, was demonstrated to be responsible for the conversion of <italic>O</italic>-methylsterigmatocystin (OMST) to AFB<sub>1</sub> and AFG<sub>1</sub>, and demethyldihydrosterigmatocystin (DMDHST) to AFB<sub>2</sub> and AFG<sub>2</sub> (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Prieto1">Prieto and Woloshuk, 1997</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Yu1">Yu <italic>et al.</italic>, 1998</xref>) in <italic>A. parasiticus</italic> and <italic>A. flavus</italic>. Expression and substrate feeding, using a yeast system, demonstrated that an additional enzyme was required for formation of G-group aflatoxins (AFG<sub>1</sub> and AFG<sub>2</sub>) (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Yu1">Yu <italic>et al.</italic>, 1998</xref>). Functional studies demonstrated that the <italic>aflU</italic> (<italic>cypA</italic>) gene in <italic>A. parasiticus</italic>, encoding a cytochrome P450 monooxygenase, is responsible for the conversion of OMST to AFG<sub>1</sub> and DHOMST to AFG<sub>2</sub> (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Ehrlich1">Ehrlich <italic>et al.</italic>, 2004</xref>). A partial deletion of this gene results in loss of G-group aflatoxin production in <italic>A. flavus</italic> (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Ehrlich1">Ehrlich <italic>et al.</italic>, 2004</xref>).</p>
               <p>The observation that the <italic>aflD</italic> (<italic>nor-1</italic>) and <italic>aflM</italic> (<italic>ver-1</italic>) genes were linked with the regulatory gene <italic>aflR</italic> in a common cosmid clone was the initial evidence indicating that aflatoxin pathway genes were clustered (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Skory1">Skory <italic>et al.</italic>, 1993</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Trail2">Trail <italic>et al.</italic>, 1995b</xref>). The completed aflatoxin pathway gene cluster was established when an 82 kb DNA sequence harboring a total of 29 aflatoxin biosynthetic pathway genes (or ORFs) and four sugar utilization genes were reported (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Yu5">Yu <italic>et al.</italic>, 2004c</xref>). The primary advantage of gene clustering may be for the purpose of coordinated gene expression.</p>
            </sec>
            <sec id="s1b2">
               <title>Factors affecting aflatoxin biosynthesis</title>
               <p>Biotic and abiotic factors, either nutritional or environmental, are known to affect aflatoxin production in toxigenic <italic>Aspergillus</italic> species, although the molecular mechanisms for these effects are still unclear (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Payne3">Payne and Brown, 1998</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Guo2">Guo <italic>et al.</italic>, 2005a</xref>, <xref ref-type="bibr" rid="i0095-3679-36-1-11-Guo3">b</xref>). Nutritional factors such as carbon, nitrogen, amino acid, lipid, and trace elements affect aflatoxin production (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Feng1">Feng and Leonard, 1998</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Payne3">Payne and Brown, 1998</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Cuero1">Cuero <italic>et al.</italic>, 2003</xref>). Simple sugars such as glucose, sucrose, and maltose support aflatoxin formation, but peptone, sorbose, or lactose do not promote the toxin (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Payne3">Payne and Brown, 1998</xref>). However, the mechanism by which a carbon source is involved in the regulation of aflatoxin pathway gene expression is poorly understood. Nitrogen source affects aflatoxin formation in varying ways and production levels are different when <italic>Aspergillus</italic> spp. is on a nitrate versus a nitrite medium (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Payne3">Payne and Brown, 1998</xref>). Certain amino acids also can have opposing effects on aflatoxin production (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Payne1">Payne and Hagler, 1983</xref>). Recent studies using <italic>A. flavus</italic> show that tryptophan inhibits aflatoxin formation while tyrosine spikes aflatoxin production (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Wilkinson1">Wilkinson <italic>et al.</italic>, 2007</xref>). Micronutrients (metal ions) were also reported to affect aflatoxin pathway gene expression (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Bennett1">Bennett <italic>et al.</italic>, 1979</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Cuero1">Cuero <italic>et al.</italic>, 2003</xref>). Lipids have tremendous effects on aflatoxin formation, not only as a nutritive source but also as substrates metabolized for acyl-CoA starter units (<xref ref-type="bibr" rid="i0095-3679-36-1-11-MaggioHall1">Maggio-Hall <italic>et al.</italic>, 2005</xref>) and as signaling molecules (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Brodhagen1">Brodhagen and Keller, 2006</xref>).</p>
               <p>Temperature, pH, water activity (drought stress) and other stresses are external environmental factors that can affect aflatoxin production (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Cotty1">Cotty, 1988</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Payne3">Payne and Brown, 1998</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Guo4">Guo <italic>et al.</italic>, 2005b</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Kim2">Kim <italic>et al.</italic>, 2005</xref>, <xref ref-type="bibr" rid="i0095-3679-36-1-11-Kim3">2006</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Sobolev1">Sobolev <italic>et al.</italic>, 2007</xref>). Studies suggest that <italic>aflR</italic> transcription is responsive to a G-protein signaling cascade that is mediated by protein kinase A (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Hicks1">Hicks <italic>et al.</italic>, 1997</xref>). This signaling pathway may respond to the environmental effects on aflatoxin biosynthesis. Optimal aflatoxin production is observed at temperatures near 30C (28 to 35C). Aflatoxin production is closely related to pH changes where biosynthesis in <italic>A. flavus</italic> occurs in acidic media, but is inhibited in alkaline media (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Cotty1">Cotty, 1988</xref>).</p>
               <p>Fungal developmental processes are associated with secondary metabolism such as sporulation and sclerotial formation (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Bennett3">Bennett <italic>et al.</italic>, 1986</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Calvo1">Calvo <italic>et al.</italic>, 2002</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Chang3">Chang <italic>et al.</italic>, 2002</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Yu9">Yu, 2006</xref>). Similar environmental conditions required for secondary metabolism and for sporulation are observed. It was also reported that the spore formation and secondary metabolite formation occur at about the same time (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Hicks1">Hicks <italic>et al.</italic>, 1997</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Trail1">Trail <italic>et al.</italic>, 1995a</xref>). Mutants that have suppressed sporulation were unable to produce aflatoxins (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Bennett4">Bennett and Papa, 1988</xref>). Some compounds in <italic>A. parasiticus</italic> that inhibit sporulation also have been shown to inhibit aflatoxin formation (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Reib1">Reib, 1982</xref>).</p>
               <p>Oxidative stress induced aflatoxin biosynthesis in <italic>A. parasiticus</italic> has long been reported. <xref ref-type="bibr" rid="i0095-3679-36-1-11-Kim3">Kim <italic>et al.</italic> (2006)</xref> showed that treatment of <italic>A. flavus</italic> with <italic>tert</italic>-butyl hydroperoxide induced significant increases in aflatoxin production. Similar treatment of <italic>A. parasiticus</italic> also induced aflatoxin production (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Reverberi1">Reverberi <italic>et al.</italic>, 2005</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Reverberi2">Reverberi <italic>et al.</italic>, 2006</xref>). However, hydrolysable tannins significantly inhibit aflatoxin biosynthesis with the main antiaflatoxigenic constituent being gallic acid (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Mahoney1">Mahoney and Molyneux, 2004</xref>). Gallic acid reduces expression of genes within the aflatoxin biosynthetic cluster. When certain phenolics or antioxidants such as ascorbic acid are added to oxidatively stressed <italic>A. flavus</italic>, aflatoxin production significantly declines with no effect on fungal growth (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Kim3">Kim et al. 2006</xref>).</p>
            </sec>
         </sec>
         <sec id="s1c">
            <title>Functional Genomics and Control Strategies of Aflatoxin Contamination</title>
            <p>Althrough there is a fairly good understanding on the aflatoxin biosynthetic pathway and pathway cluster genes, many important questions still remain unanswered. Identification of all the genes responsible for aflatoxin formation and a better understanding of the regulatory mechanisms of aflatoxin formation of <italic>Aspergillus</italic> and the host crops will provide vital clues for devising strategies in solving aflatoxin contamination of food and feed.</p>
            <sec id="s1c1">
               <title>Biological Control</title>
               <p>Many natural isolates of <italic>A. flavus</italic> and <italic>A. parasiticus</italic> that do not produce aflatoxins. These non-aflatoxigenic strains have shown promise as a strategy to reduce preharvest aflatoxin contamination of crops (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Dorner1">Dorner, 2005</xref>). Some of the non-aflatoxin-producing strains can out-compete the toxigenic strains in nature, and the strategy of competitive exclusion has been successfully practiced in cotton, peanut, and corn fields (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Dorner1">Dorner, 2005</xref>). <xref ref-type="bibr" rid="i0095-3679-36-1-11-Cotty2">Cotty (1990)</xref> studied the competitiveness of seven non-toxigenic <italic>A. flavus</italic> strains in cotton in greenhouse experiments by co-inoculating them with representative toxigenic strains. Strain AF36 showed the highest survivability in greenhouse and field experiments and showed the largest reduction in aflatoxin levels. The EPA has approved AF36 as a biological control strain for field applications (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Cotty3">Cotty, 1994</xref>). This strategy has also been shown to be effective in peanut and corn field studies (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Dorner1">Dorner, 2005</xref>).</p>
            </sec>
            <sec id="s1c2">
               <title>Host resistance through crop breeding and genetic engineering</title>
               <p>
                  <italic>Aspergillus flavus</italic> and <italic>A. parasiticus</italic> fungi can be found virtually everywhere in the world and are especially common in agricultural crop fields. Aflatoxin contamination tends to be greater when crops are subjected to insect damage and/or heat and drought stress. Various approaches have been suggested for genetic control of preharvest aflatoxin contamination including the development and use of crops with resistance to insects, resistance to plant stress (especially for tolerance to drought and high temperatures). Several sources of resistant germplasm were identified and released for crop genetic improvement in corn (<xref ref-type="bibr" rid="i0095-3679-36-1-11-McMillian1">McMillian <italic>et al.</italic>, 1993</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Williams1">Williams and Windham, 2001</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Naidoo1">Naidoo <italic>et al.</italic>, 2002</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Guo6">Guo et al. 2007a</xref>) and in peanuts (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Cole2">Cole <italic>et al.</italic>, 1995</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Holbrook3">Holbrook <italic>et al.</italic>, 2000</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Guo5">Guo <italic>et al.</italic>, 2006</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Holbrook2">Holbrook <italic>et al.</italic>, 2008</xref>). Crop resistance to aflatoxin contamination may be achieved by the three strategies: a) resistance to fungal invasion, b) inhibition of aflatoxin formation, and 3) resistance to insects and abiotic stress such as drought. Genetic engineering has been used in the last decade to improve crop resistance to diseases and insects. Examples are the development of Bt (<italic>Bacillus thuringiensis</italic>) corn (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Ostlie1">Ostlie <italic>et al.</italic>, 1997</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Singsit1">Singsit <italic>et al.</italic>, 1996</xref>) and Bt peanut (<xref ref-type="bibr" rid="i0095-3679-36-1-11-OziasAkins1">Ozias-Akins <italic>et al.</italic>, 2002</xref>). Transgenic Bt corn and Bt peanut have shown reduced levels of aflatoxin contamination (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Windham1">Windham <italic>et al.</italic>, 1999</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Dowd1">Dowd, 2001</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Weissinger1">Weissinger <italic>et al.</italic>, 2002</xref>).</p>
            </sec>
            <sec id="s1c3">
               <title>Functional genomics as a tool in reducing aflatoxin contamination</title>
               <p>Peanut genomics research can provide new tools to study plant-microbe interactions and enhance crop genetic characteristics. However, genomics research in peanut is behind many other crops due to the shortage of essential genome infrastructure, tools, and resources. Peanut genomic work has involved the development of markers, maps, and the classification of species. However, improvement of methods for gene and genome sequencing and analysis of gene expression promise to allow rapid progress for identification and understanding of gene function related to phenotype. DNA sequencing is one of the most-important sources of genomic informaiton. The peanut genome (2,800 Mb/1C) is large in comparison to many model plants such as <italic>Arabidopsis</italic> (128 Mb), rice (420 Mb), and <italic>Medicago truncatula</italic> Gaertn. (500 Mb); and is larger than soybean <italic>Glycine max</italic> (L.) Merr. (1,100 Mb) and maize <italic>Zea mays</italic> L. (2,500 Mb) (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Arumuganathan1">Arumuganathan and Earle, 1991</xref>). The large genome size makes it unlikely that the peanut genome will be completely sequenced in the near future.</p>
               <p>Sequencing of large numbers of Expressed Sequence Tags (ESTs) can deliver substantial amounts of genetic information on protein-coding sequences for comparative and functional genomic studies. ESTs provide putative genes, markers, and microarray resources to study peanut-<italic>Aspergillus</italic> interactions and to devise more effective breeding strategies to mitigate aflatoxin contamination. As of 5 October, 2007, a large number of ESTs of the top six plant species including <italic>Arapidopsis</italic> (1,276,692), rice (1,214,083), maize (1,159,264), wheat (1,050,932), oilseed rape (<italic>Brassica napus</italic>) (567,177) and barley (437,713) had been deposited to the GenBank database (dbEST release 100507, <ext-link ext-link-type="uri"
                            xlink:href="http://www.ncbi.nlm.nih.gov/dbEST/dbEST_summary.html"
                            xlink:type="simple">http://www.ncbi.nlm.nih.gov/dbEST/dbEST_summary.html</ext-link>). However, only 41,372 <italic>Arachis</italic> ESTs were deposited as of 5 October, 2007, in GenBank, including 6,264 from the wild species <italic>A. stenosperma</italic> (Krapov. and W.C. Gregory.). These ESTs were from different tissues, some of which had been subjected to different abiotic and biotic stresses (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Luo1">Luo <italic>et al.</italic>, 2005a</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Yan1">Yan <italic>et al.</italic>, 2005</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Proite1">Proite <italic>et al.</italic>, 2007</xref>). Two submissions were 7454 and 2184 sequences from seed libraries of the Chinese accessions Luhua 14 and Shanyou 523, respectively. The majority represented the 21,777 ESTs (accession numbers ES702769 to ES724546) from developing seeds (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Guo1">Guo <italic>et al.</italic>, 2008a</xref>) of the U.S. runner type cultivar Tifrunner (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Holbrook1">Holbrook and Culbreath, 2007</xref>) and the Spanish breeding line GT-C20 (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Guo3">Guo <italic>et al.</italic>, 2008b</xref>). The seed and leaf EST originated from 10 non-normalized peanut cDNA libraries (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Guo7">Guo <italic>et al.</italic>, 2007b</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Guo1">Guo et al., 2008a</xref>), resulting in over 13,824 unigene ESTs, which will be used for the production of a long-oligo microarray for peanut. This sequence data has been made available to the community in order to develop genomic tools and resources for deciphering the biological function of genes in the peanut genome, including a) construction of peanut 70-mer oligo microarray, and b) development of markers/genes associated with resistance to biotic and abiotic stress. A total of 8402 oligos of 60-80bp in length have been designed for the oligo microarray (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Guo7">Guo <italic>et al.</italic>, 2007b</xref>).</p>
            </sec>
            <sec id="s1c4">
               <title>Peanut ESTs developed from developing seeds and leaf tissues</title>
               <p>Six different cDNA libraries were constructed from developing peanut seeds at three reproduction stages (R5, R6 and R7) from resistant and susceptible peanut genotypes. Tifrunner is susceptible to <italic>Aspergillus</italic> infection with higher aflatoxin contamination and resistant to Tomato Spotted Wilt Virus (TSWV) and GT-C20 is resistant to <italic>Aspergillus</italic> with reduced aflatoxin contamination and susceptible to TSWV. The developing peanut seed tissues were challenged by <italic>A. parasiticus</italic> and drought stress in the field. A total of 24,192 randomly selected cDNA clones from six libraries were sequenced. After removing vector sequences and quality trimming, 21,777 high-quality EST sequences were generated. Sequence clustering and assembling resulted in 8,689 unique EST sequences with 1,741 tentative consensus EST sequences (TCs) and 6,948 singleton ESTs. Functional classification was performed according to MIPS functional catalogue criteria. The unique EST sequences were divided into 22 categories. A similarity search against the non-redundant protein database available from NCBI (National Center for Biotechnology Information) indicated that 84.78% of the ESTs showed significant similarity to known proteins, of which 165 genes had been previously reported in peanuts. Furthermore, a comparison of these EST sequences with other plant sequences in The Institute for Genomic Research (TIGR) gene indices libraries showed that the percentage of peanut ESTs that matched to <italic>A. thaliana</italic>, maize (<italic>Zea mays</italic> L.), <italic>M. truncatula</italic>, rapeseed (<italic>Brassica napus</italic> L.), rice, soybean and wheat (<italic>Triticum aestivum</italic> (L.) Thell.) ESTs ranged from 33.84% to 79.46% with the sequence identity ≥ 80%. As expected, the peanut ESTs were more closely related to legume species than to cereal crops, and more homologous to dicot than to monocot plant species.</p>
               <p>Two cDNA libraries were derived from peanut leaf tissues of the same peanut genotypes, Tifrunner and GT-C20, and 17,376 randomly picked clones were sequenced (Guo <italic>et al.</italic>, unpublished data). After removing vector sequences and discarding low quality sequences, a total of 14,432 high-quality EST sequences were generated. Sequence clustering and assembling resulted in 6,888 unique EST sequences with 1,703 tentative consensus EST sequences (TCs) and 5,185 singleton ESTs. Functional annotations were performed on the basis of MIPS functional catalogue criteria and Gene Ontology (GO). According to the MIPS, about 82.9% (5,717) of the unique sequences have no known putative functions; and the matched sequences can be sorted into 15 categories, including 1.2% with defense-related genes. The unique EST sequences from GT-C20 and Tifrunner were analyzed for their potential use for developing simple sequence repeat (SSR) markers. Among 3,976 GT-C20 and 2,912 Tifrunner unique sequences, 593 and 263 EST-SSRs were developed, respectively. The frequency of SSR-containing ESTs was 14.2% in GT-C20 and 8.41% in Tifrunner. On average, one SSR was found every 4.52 kb in GT-C20 and one every 5.89 kb in Tifrunner. Approximate 56.54% of the EST-derived SSRs were di-nucleotide, 35.59% were tri-nucleotide, and the remaining 7.87% was comprised of tetra-, penta- and hexa-nucleotide repeat motifs. Among the identified EST-SSRs, the two most abundant sequence motif types were AG and AT recovered both in GT-C20 and Tifrunner.</p>
               <p>EST sequencing, the random sequencing of clones from cDNA libraries, is the most efficient approach for gaining an initial picture of genes in the peanut genome. Functional classification provides useful information about the different metabolic and regulatory pathways that may be associated with environmental stresses. The developed ESTs can be used to discover novel sequences or genes, to identify resistance-related genes and to detect the differences among alleles or markers between these resistant and susceptible peanut genotypes. Studies with ESTs have given rise to a new resource for the development of microsatellites in <italic>A. hypogaea</italic>. SSR-containing EST sequences (<xref ref-type="bibr" rid="i0095-3679-36-1-11-He1">
                     <italic>He et al.</italic>, 2005</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Khanal1">Khanal <italic>et al.</italic>, 2008</xref>) have considerable potential for comparative mapping. Additionally, this large collection of cultivated peanut EST sequences will make it possible to construct microarrays for gene expression studies and for further characterization of host resistance mechanisms.</p>
            </sec>
            <sec id="s1c5">
               <title>Analysis of Gene Expression</title>
               <p>Macroarray (nylon-based) and microarray (glass slide-based) screening methods allow the simultaneous determination of expression levels of thousands of genes, making it possible to obtain a global view of the transcriptional state in a cell or tissue, and to associate genes with functions or specific physiological conditions. Recently, microarray technology has been demonstrated in a small scale pilot studies (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Luo2">Luo <italic>et al.</italic>, 2005b</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Luo3">Luo <italic>et al.</italic>, 2005c</xref>). EST-derived cDNA microarrays of 400 unigenes were probed under different conditions. <xref ref-type="bibr" rid="i0095-3679-36-1-11-Luo3">Luo et al. (2005c)</xref> identified 25 ESTs that were potentially associated with drought stress or that responded to <italic>A. parasiticus</italic> challenge, and further study is warranted. Likewise, 56 up-regulated transcripts were identified and confirmed by real-time PCR upon infection with <italic>Cercosporidium personatum</italic> (Berk. et Curt.) Deighton. A long oligonucleotide microarray consisting of more gene-elements is under development (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Guo7">Guo <italic>et al.</italic>, 2007b</xref>). <xref ref-type="bibr" rid="i0095-3679-36-1-11-Luo3">Luo <italic>et al.</italic> (2005c)</xref> reported differentially expressed genes using a cDNA microarray containing 768 spots of 384 cDNA unigenes. They compared two treatments (<italic>A. parasiticus</italic> infection and drought stress) in order to better understand the relationship of drought stress and aflatoxin contamination in peanut. This enabled them to screen for genes differentially expressed in different environments. The expression of some genes selected from the microarray analyses have been validated by using real-time PCR. Further evaluation for individual genes will be needed in more genotypes to confirm the possible association of the gene expression with the resistant phenotype.</p>
            </sec>
            <sec id="s1c6">
               <title><italic>Aspergillus flavus</italic> functional genomics</title>
               <p>ESTs, whole genome sequencing, and microarray technologies are robust genomic tools that provide high throughput capabilities (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Kim1">Kim <italic>et al.</italic>, 2003</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Yu6">Yu <italic>et al.</italic>, 2004d</xref>). These should be available tools for identification of genes involved in aflatoxin production and for studying the regulatory mechanisms for their expression. An EST project has been completed using the wild type strain NRRL 3357 (ATCC# 20026). More than 26,110 cDNA clones from a normalized cDNA expression library were sequenced at TIGR. After assembly and annotation, 7,218 unique sequences were identified (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Yu6">Yu <italic>et al.</italic>, 2004d</xref>). These EST sequences have been released to the public at the NCBI GenBank Database. The <italic>A. flavus</italic> Gene Index was constructed at TIGR (<ext-link ext-link-type="uri"
                            xlink:href="http://www.tigr.org"
                            xlink:type="simple">http://www.tigr.org</ext-link>) which is currently maintained and curated by the Dana Farber Cancer Institute (<ext-link ext-link-type="uri"
                            xlink:href="http://compbio.dfci.harvard.edu/tgi"
                            xlink:type="simple">http://compbio.dfci.harvard.edu/tgi</ext-link>). From this EST database, an additional four new transcripts (<italic>hypB</italic>, <italic>hypC</italic>, <italic>hypD</italic>, and <italic>hypE</italic>) were identified. Several categories of genes were identified that could potentially be involved, directly or indirectly, in aflatoxin production, such as in global regulation, signal transduction, pathogenicity, virulence, and fungal development. A genomic DNA amplicon microarray consisting of 5002 gene-elements was also constructed at TIGR. Profiling of genes involved in aflatoxin formation using microarrays performed at the Southern Regional Research Center of USDA-ARS and at TIGR identified hundreds of genes that are significantly up or down regulated (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Kim1">Kim <italic>et al.</italic>, 2003</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-OBrian1">OBrian <italic>et al.</italic>, 2003</xref>; <xref ref-type="bibr" rid="i0095-3679-36-1-11-Price1">Price <italic>et al.</italic>, 2006</xref>). Further study on their functional involvement in aflatoxin formation is underway.</p>
               <p>Sequencing of the <italic>A. flavus</italic> whole genome has been completed. Primary assembly indicated that the <italic>A. flavus</italic> genome consists of eight chromosomes and the genome size is about 36.3 Mb. Annotation of the <italic>A. flavus</italic> genome sequence data, with the help of <italic>A. flavus</italic> EST database, demonstrated that there are over 12,000 functional genes in the <italic>A. flavus</italic> genome. Genes responsible for the biosynthesis of secondary metabolites such as aflatoxins are those encoding polyketide synthases, non-ribosomal peptide synthethases, cytochrome P450 monooxygenases, fatty acid synthases, carboxylases, dehydrogenases, reductases, oxidases, oxidoreductases, epoxide hydrolases, oxygenases, and methyltransferases (<xref ref-type="bibr" rid="i0095-3679-36-1-11-Yu5">Yu <italic>et al.</italic>, 2004c</xref>). Primary annotation revealed that there exist more than two dozen PKSs, many NRPS, and numerous cytochrome P450 enzymes in the <italic>A. flavus</italic> genome. A whole genome microarray has been constructed at TIGR. Comparative genome hybridization (CGH) and functional genomics studies using these genomic resources are and will be performed for genome analysis. A proposed microarray is under construction in TIGR to include 8,402 peanut genes and more than 12,000 <italic>A. flavus</italic> genes and will be made available to collegeaues to study crop-pathogen interaction and for identifying genes involved in both fungal invasion and crop resistance.</p>
            </sec>
         </sec>
      </sec>
      <sec id="s2">
         <title>Conclusions</title>
         <p>To reduce or eliminate preharvest and postharvest aflatoxin contamination in crops is a serious challenge facing scientists today. In this presentation, we have reviewed the discovery of the aflatoxin pathway genes, gene clusters, and genetics and genomics progress made in peanut and <italic>A. flavus</italic>. The availability of a peanut-<italic>Aspergillus</italic> microarray will give scientists a valuable tool for studying crop-pathogen interaction and for identifying genes involved in both fungal invasion and crop resistance. The rapid progress in genomic research of both host plants and fungal pathogens should lead to a better understanding of the mechanisms of aflatoxin formation, pathogenicity of the fungus, and crop-fungus interactions. Developing novel strategies to control aflatoxin contamination is the ultimate goal for scientist. Efforts are also being made to understand fungus biology and the mechanism of aflatoxin biosynthesis using genomic tools. This will contribute greatly to achieve the goal of devising novel strategies to eliminate preharvest aflatoxin contamination resulting in a safer food and feed supply.</p>
      </sec>
   </body>
   <back>
      <ref-list>
         <title>Literature Cited</title>
         <ref id="i0095-3679-36-1-11-Arumuganathan1">
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					          <person-group person-group-type="author">
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			<fn-group>
                <label><p><bold>Author Affiliations</bold><p></label>
            <fn id="FN150">
               <p>
                  <sup>1</sup> USDA/ARS, Crop Protection and Management Research Unit, Tifton, GA 31793.</p>
            </fn>
            <fn id="FN151">
               <p>
                  <sup>2</sup> USDA/ARS, Southern Regional Research Center, New Orleans, LA 70124.</p>
            </fn>
            <fn id="FN152">
               <p>
                  <sup>3</sup> USDA-ARS, Crop Genetics and Breeding Research Unit, Tifton, GA 31793.</p>
            </fn>
            <fn id="FN153">
               <p>
                  <sup>4</sup> J. Craig Venter Institute, Rockville, MD 20850.</p>
            </fn>
            <fn id="FN154">
               <p>
                  <sup>5</sup> Department of Biochemistry and Molecular Biology, The George Washington University School of Medicine, Washington, DC 20037, USA.</p>
            </fn>
            <corresp id="n101">
               <sup>*</sup>Corresponding author (e-mail: <email xlink:href="mailto:Baozhu.Guo@ars.usda.gov"> Baozhu.Guo@ars.usda.gov</email>)</corresp>
         </fn-group>
   </back>
</article>
