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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2025.1516644</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Unveiling toxigenic <italic>Fusarium</italic> species causing maize ear rot: insights into fumonisin production potential</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Singh</surname>
<given-names>Harinder</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Kaur</surname>
<given-names>Harleen</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Hunjan</surname>
<given-names>Mandeep Singh</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Sharma</surname>
<given-names>Smriti</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>Department of Plant Pathology, Punjab Agricultural University</institution>, <addr-line>Ludhiana, Punjab</addr-line>, <country>India</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Plant Breeding and Genetics, Punjab Agricultural University</institution>, <addr-line>Ludhiana, Punjab</addr-line>, <country>India</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Entomology, Punjab Agricultural University</institution>, <addr-line>Ludhiana, Punjab</addr-line>, <country>India</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Sabrina Sarrocco, University of Pisa, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Chaofeng Wang, University of Nebraska-Lincoln, United States</p>
<p>Weilong Yang, University of Nebraska-Lincoln, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Harinder Singh, <email xlink:href="mailto:inderbrar2213@gmail.com">inderbrar2213@gmail.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>03</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1516644</elocation-id>
<history>
<date date-type="received">
<day>31</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>03</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Singh, Kaur, Hunjan and Sharma</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Singh, Kaur, Hunjan and Sharma</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>
<italic>Fusarium</italic> species are widespread pathogens of maize (<italic>Zea mays</italic> L.), leading to various diseases throughout the plant&#x2019;s lifecycle, including Fusarium ear rot (FER), a significant disease that impacts both yield and quality. FER begins at the silking stage when <italic>Fusarium</italic> conidia infect maize silks, particularly in tropical regions where <italic>F. verticillioides</italic> and <italic>F. proliferatum</italic> dominate. These pathogens not only lead to economic losses but also produce mycotoxins such as fumonisins, posing significant health risks to humans and animals. This study aimed to identify toxigenic <italic>Fusarium</italic> species associated with maize ear rot in North India and evaluate their fumonisin production potential under laboratory conditions. Out of the 48 <italic>Fusarium</italic> isolates collected, 40 amplified VERTF-1/2 primers, 41 amplified the <italic>FUM1</italic> gene, while 36 amplified the <italic>FUM13</italic> gene, indicating their potential to produce fumonisins. Sequencing analysis revealed that <italic>F. verticillioides</italic> was the predominant species associated with FER under North Indian conditions, with Fus 48 being identified as <italic>F. proliferatum</italic>. To assess their fumonisin production potential, Fus 15- the most virulent <italic>F. verticillioides</italic> isolate along with <italic>F. proliferatum</italic> isolate- Fus 48 were selected for further analysis. These isolates were artificially inoculated onto maize grains of PMH 1 and PMH 2 hybrids and fumonisin (FB<sub>1</sub> and FB<sub>2</sub>) levels were quantified using liquid chromatography-mass spectrometry (LC-MS/MS). The results revealed that <italic>F. verticillioides</italic> (Fus 15) exhibited a higher fumonisin production capacity than <italic>F. proliferatum</italic> (Fus 48), with significantly greater fumonisin accumulation in PMH 2 hybrid. This increased fumonisin production in PMH 2 was positively correlated with FER severity under field conditions. Overall, this study provides critical insights into the prevalence and toxigenic potential of <italic>Fusarium</italic> species in North India, which could inform future management strategies to mitigate the impact of FER and its associated mycotoxins on maize production.</p>
</abstract>
<kwd-group>
<kwd>fumonisins</kwd>
<kwd>fum genes</kwd>
<kwd>Fusarium ear rot</kwd>
<kwd>
<italic>Fusarium verticillioides</italic>
</kwd>
<kwd>maize</kwd>
<kwd>quantitative analysis</kwd>
</kwd-group>
<counts>
<fig-count count="7"/>
<table-count count="5"/>
<equation-count count="1"/>
<ref-count count="51"/>
<page-count count="12"/>
<word-count count="4096"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Plant Pathogen Interactions</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>
<italic>Fusarium</italic>, a ubiquitous pathogen of maize (<italic>Zea mays</italic> L.), consistently associates with the plant throughout its life cycle, inducing various diseases such as seed rot and seedling blight, root rot, post-flowering stalk rots and ear rots (<xref ref-type="bibr" rid="B43">Singh and Kaur, 2023</xref>; <xref ref-type="bibr" rid="B17">Kaur et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B31">Munkvold, 2003</xref>; <xref ref-type="bibr" rid="B23">Logrieco et&#xa0;al., 2002</xref>). Among these, Fusarium ear rot (FER) is particularly damaging, significantly reducing both yield and quality of maize. Globally, FER is estimated to cause economic losses of around 26.7%, with potential losses increasing to 48% under favorable environmental conditions (<xref ref-type="bibr" rid="B49">Vigier et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B4">Anonymous, 1988</xref>). Beyond yield reductions, FER impairs crop quality by producing various mycotoxins which pose serious health risks to humans and animals. Among these, fumonisins are particularly significant contributing to economic losses of up to 46 million US dollars annually (<xref ref-type="bibr" rid="B50">Wu, 2007</xref>). First identified by <xref ref-type="bibr" rid="B11">Gelderblom et&#xa0;al. (1988)</xref> in South Africa, fumonisins are primarily produced by <italic>Fusarium verticillioides</italic> and <italic>F. proliferatum</italic> under tropical conditions (<xref ref-type="bibr" rid="B13">Huffman et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B26">Marasas, 2001</xref>). Their presence raises major health concerns due to potential links with human cancer, neural tube defects and other birth abnormalities, and its toxicity to domestic livestock (<xref ref-type="bibr" rid="B29">Missmer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B22">Logrieco et al., 2003</xref>; <xref ref-type="bibr" rid="B11">Gelderblom et&#xa0;al., 1988</xref>). In India, an outbreak of fumonisin toxicosis affecting 10,000 hens was reported in Andhra Pradesh in the last quarter of 1995 (<xref ref-type="bibr" rid="B19">Kumar et&#xa0;al., 1997</xref>). To mitigate these losses, it is crucial to detect fumonisins using molecular tools. Fumonisin production is regulated by the &#x201c;<italic>FUM</italic> cluster&#x201d;, a set of 16 co-regulated genes essential for biosynthesis, including the key <italic>FUM1</italic> gene, which encodes polyketide synthase. The utilization of molecular markers for identifying toxigenic strains and detecting the <italic>FUM</italic> genes across species, represents the most effective strategy for elucidating their mycotoxin potential (<xref ref-type="bibr" rid="B34">Pati&#xf1;o et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B37">Proctor et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B45">Stepien et&#xa0;al., 2011</xref>).</p>
<p>The production of fumonisins in standing maize crop is closely linked with FER severity. This disease typically initiates at the silking stage, as airborne conidia of the fungus land on the silks and enter the cob through insect-caused injuries or direct contact with the silks. In addition, systemic infection can occur via contaminated seeds, which leads to early establishment of the pathogen before the silking stage (<xref ref-type="bibr" rid="B10">Foroud et&#xa0;al., 2014</xref>). Various <italic>Fusarium</italic> spp. <italic>viz., F. subglutinans, F. graminearum, F. cerealis, F. avenaceum</italic> and <italic>F. equiseti</italic> have been found associated with ear rot throughout the world. However, under tropical environmental conditions, two <italic>Fusarium</italic> spp. <italic>viz., F. verticillioides</italic> and <italic>F. proliferatum</italic> belonging to <italic>Fusarium</italic> section Lesiola are more predominant (<xref ref-type="bibr" rid="B35">Pfordt et&#xa0;al., 2020</xref>). Despite the global significance of these pathogens, knowledge about the prevalence of toxigenic <italic>Fusarium</italic> species associated with maize ear rot in North India remains limited. This study aimed to bridge this gap by identifying <italic>Fusarium</italic> species using species-specific and gene-specific primers and evaluating their fumonisin production potential under laboratory conditions. The findings aim to enhance our understanding of the current status of toxigenic <italic>Fusarium</italic> species and guide future management strategies.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Collection, isolation and maintenance of <italic>Fusarium</italic> isolates</title>
<p>The cob samples showing peculiar symptoms of ear rot were collected from major maize growing areas of Punjab state <italic>viz.</italic>, Gurdaspur, Hoshiarpur, Shaheed Bhagat Singh Nagar, Rupnagar, Jalandhar, Kapurthala, Ludhiana during Spring and <italic>Kharif</italic> seasons of 2020 as well as from Sirmour district of Himachal Pradesh during <italic>Kharif</italic> 2021. The isolations were performed on potato dextrose agar (PDA) medium, resulting in the recovery of 48 <italic>Fusarium</italic> isolates (Fus 1 to Fus 48). The pure cultured isolates were maintained at 4&#xb0;C for further studies.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Isolation of fungal genomic DNA</title>
<p>For extraction of fungal genomic DNA, the pure cultures of all 48 <italic>Fusarium</italic> isolates were grown on 100 ml Potato Dextrose Broth (PDB) medium and were incubated at 25 &#xb1; 2&#xb0;C for 10 days. Ten days old fungal mycelial mat obtained through filtering on Whatman filter paper No. 1 was ground to fine powder using liquid nitrogen and transferred into 2 ml eppendorf tube containing 800 &#xb5;l preheated (65&#xb0;C) Cetyl trimethyl ammonium bromide (CTAB) extraction buffer and mixed thoroughly with buffer. Fungal DNA from all the isolates was isolated using CTAB method as described by <xref ref-type="bibr" rid="B41">Saghai-Maroof et&#xa0;al. (1984)</xref>. The extracted DNA was subjected to RNAse (2 &#xb5;l) treatment and the samples were incubated at 37&#xb0;C for 45 minutes. Quantity and quality of DNA was checked on Eppendorf Bio Spectrometer and 0.8% agarose gel. The DNA samples were then stored at -20&#xb0;C for further studies.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Identification of fumonisin producing isolates of <italic>Fusarium</italic> spp.</title>
<p>Using VERTF<italic>-</italic>1/2primers: The fumonisin producing <italic>F. verticillioides</italic> isolates were distinguished from non-producers using a set of VERTF-1/2 primers (F- GCGGGAATTCAAAAGTGGCC, R- GAGGGCGCGAAACGGATCGG) as described by <xref ref-type="bibr" rid="B34">Pati&#xf1;o et&#xa0;al. (2004)</xref>. Polymerase chain reaction (PCR) amplification was carried out in an Eppendorf Mastercycler Pro S (Eppendorf, Germany) using the same amplification profile as stated by <xref ref-type="bibr" rid="B34">Pati&#xf1;o et&#xa0;al. (2004)</xref>. PCR analysis was carried out in the reaction volume of 25 &#xb5;l/sample containing-0.4 &#xb5;l of GoTaq&#x2122; DNA polymerase (Promega Inc.), 5 &#xb5;l of 1X GoTaq&#x2122; Reaction Buffer (Green), 1.5 &#xb5;l of 2.5 mM MgCl<sub>2</sub> (Promega Inc.), 1.5 &#xb5;l each of 10 pmol forward/reverse primers, 0.5 &#xb5;l of 0.1 mM dNTPs (Promega Inc.), 2 &#xb5;l of template DNA and 12.60 &#xb5;l of nuclease free water (Promega Inc.).</p>
<p>Using <italic>FUM</italic> gene specific primers: The ability of <italic>Fusarium</italic> isolates to produce fumonisins was studied by amplification and sequencing of segments of two <italic>FUM</italic> genes namely- <italic>FUM1</italic> and <italic>FUM13.</italic> Both these genes were amplified using sets of FUM1F1/R2 (F-CACATCTGTGGGCGATCC, R-ATATGGCCCCAGCTGCATA) (<xref ref-type="bibr" rid="B45">Stepien et&#xa0;al., 2011</xref>), and FUM13F/13R (F-AGTCGGGTCAAGAGCTTGT, R-TGCTGAGCCGACATCATAATC) (<xref ref-type="bibr" rid="B40">Ramana et&#xa0;al., 2011</xref>), respectively. <italic>In vitro</italic> amplification was performed in an Eppendrof master cycler Pro S (Eppendorf, Germany) using <italic>FUM1</italic> and <italic>FUM13</italic> gene specific primers. PCR reaction mixture consisted of 25 &#xb5;l volume/sample as mentioned above. The amplification of <italic>FUM1</italic> gene was performed with one cycle of initial denaturation at 94&#xb0;C for 5 minutes followed by 35 cycles of denaturation at 94&#xb0;C for 45 seconds, annealing at 55&#xb0;C for 45 seconds, extension at 72&#xb0;C for 2 minutes with one cycle of final extension at 72&#xb0;C for 7 minutes. The <italic>FUM13</italic> gene was amplified using same profile as stated by <xref ref-type="bibr" rid="B40">Ramana et&#xa0;al. (2011)</xref>.</p>
<p>The amplified PCR products were visualized on 1% agarose gel under UV light and photographed using SYNGENE gel documentation system with &#x201c;GeneSnap&#x201d; software program. The band size of PCR products was determined by comparing with known marker (100 bp ladder, G Biosciences, USA).</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Sequencing of isolates</title>
<p>Four representative isolates (Fus 15, Fus 28, Fus 44 and Fus 45) showing positive amplification for both <italic>FUM1</italic> and <italic>FUM13</italic> genes along with Fus 48 isolate amplifying <italic>FUM1</italic> gene were selected for sequencing. The amplified PCR products were purified by using NucleoSpin Gel and PCR Clean-up kit (Macherey-Nagel, Germany), following the manufacturer&#x2019;s instructions. Around 18 &#xb5;l of positive purified products (100ng/&#xb5;l) of these five isolates were sequenced (Barcode Biosciences Bangalore). The retrieved forward and reverse sequences were aligned using BioEdit software, and saved as a single contig file. Contigs were generated and screened against online Gene DNA sequence database using BLASTn (Nucleotide Basic Local Alignment Search Tool) program available at NCBI website (<ext-link ext-link-type="uri" xlink:href="https://blast.ncbi.nlm.nih.gov">https://blast.ncbi.nlm.nih.gov</ext-link>). Matching sequences were retrieved from BLASTn analysis and further used for phylogenetic analysis or sequence comparison.</p>
<p>
<bold>Statistical analysis:</bold> Multiple sequence alignment (MSA) was performed using Mega X (<xref ref-type="bibr" rid="B20">Kumar et&#xa0;al., 2018</xref>) with Neighbor- Joining Tree option. The phylogenetic trees were constructed and the sequences of the identified <italic>Fusarium</italic> species were submitted to NCBI nucleotide database.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Quantitative analysis of fumonisins (FB<sub>1</sub> and FB<sub>2</sub>) produced in artificially inoculated maize grains</title>
<p>
<italic>Selection of maize hybrids</italic>: Two maize hybrids- PMH 1 and PMH 2 differing in maturity groups as well as response to <italic>Fusarium</italic> spp. were selected for the quantitative analysis of fumonisins. PMH 1, late-maturity hybrid known for its resistance to <italic>F</italic>. <italic>verticillioides</italic> (<xref ref-type="bibr" rid="B17">Kaur et&#xa0;al., 2016</xref>), and PMH 2, early-duration hybrid susceptible to FER (<xref ref-type="bibr" rid="B44">Singh and Kaur, 2024</xref>), were selected to understand the relationship between FER infection and fumonisin accumulation.</p>
<p>
<italic>Selection of Fusarium isolates</italic>: Among <italic>F. verticillioides</italic> isolates, the most virulent isolate- Fus 15 and <italic>F. proliferatum</italic> isolate- Fus 48 showing higher FER severity under artificially inoculated field conditions were selected for quantitative analysis of fumonisins.</p>
<p>
<italic>Estimation of fumonisins</italic>: The fumonisin content of FB<sub>1</sub> and FB<sub>2</sub> in artificially inoculated maize grains of PMH 1 and PMH 2 was analyzed by using triple quadrupole liquid chromatography mass spectrometer (LC MS MS) on LCMS-MS-8045 (Shimadzu). The control treatment consisted of seed mixed with sterile distilled water. These inoculated grains were incubated at 25 &#xb1; 2&#xb0;C and sampling for quantification of fumonisin production was done at 7, 14, 21 and 28 days after inoculations. Two dilutions of standards FB<sub>1</sub> and FB<sub>2</sub> (1 ppm and 0.1 ppm) (LGC Standards GmbH, Germany) were prepared with HPLC grade acetonitrile from stock solution for constructing a calibration curve. The sample preparation for fumonisins estimation was done as stated by <xref ref-type="bibr" rid="B21">Li et&#xa0;al. (2012)</xref>. Recovery experiments were carried out to know the efficacy of the analytical method used and samples (5 g) of healthy maize grains were fortified with fumonisin B<sub>1</sub> and B<sub>2</sub> at level of 10, 50 and 100 &#xb5;g kg<sup>-1</sup> with three replications of each. The sample was processed and per cent recovery was calculated. The chromatographic separation of analytes was done using C<sub>18</sub> (2.1 &#xd7;150 mm) 2&#x3bc;m (HSS) column, in positive ion mode using multiple reaction monitoring (MRM) of the transitions m/z (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The mobile phase of 10 mM ammonium formate+0.1% formic acid in water: 0.1% formic acid in methanol (A: B 10: 90 v/v) was used with flow rate of 250 &#xb5;L/min. MS conditions were: column temperature 40&#xb0;C, interface temperature 250&#xb0;C, desolvation temperature 444&#xb0;C, DL temperature 250&#xb0;C, heat block temperature 300&#xb0;C, nebulizing gas flow rate at 2.5 L/min, heating gas flow rate at 5 L/min and drying gas flow rate at 5 L/min. The precursor ions m/z and collision energy for each of the compound is given in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. Lab solutions software was used to acquire and analyze the data. The fumonisins content were estimated by comparing peak height/peak area of the standard with that of unknown or spiked samples ran under identical conditions. The data was analyzed for mean &#xb1; standard error for both fumonisins-FB<sub>1</sub> and FB<sub>2</sub>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>The precursor ions and collision energy for FB<sub>1</sub> and FB<sub>2</sub> estimation.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Fumonisins</th>
<th valign="top" align="center">Precursor</th>
<th valign="top" align="center">Product</th>
<th valign="top" align="center">Q1</th>
<th valign="top" align="center">CE</th>
<th valign="top" align="center">Q3</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="2" align="left">FB<sub>1</sub>
</td>
<td valign="top" align="center">722.40</td>
<td valign="top" align="center">352.40</td>
<td valign="top" align="center">-20</td>
<td valign="top" align="center">-38</td>
<td valign="top" align="center">-17</td>
</tr>
<tr>
<td valign="top" align="center">722.40</td>
<td valign="top" align="center">334.40</td>
<td valign="top" align="center">-34</td>
<td valign="top" align="center">-44</td>
<td valign="top" align="center">-23</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">FB<sub>2</sub>
</td>
<td valign="top" align="center">706.10</td>
<td valign="top" align="center">336.20</td>
<td valign="top" align="center">-32</td>
<td valign="top" align="center">-40</td>
<td valign="top" align="center">-23</td>
</tr>
<tr>
<td valign="top" align="center">706.10</td>
<td valign="top" align="center">318.30</td>
<td valign="top" align="center">-24</td>
<td valign="top" align="center">-41</td>
<td valign="top" align="center">-21</td>
</tr>
</tbody>
</table>
</table-wrap>
<disp-formula>
<mml:math display="block" id="M1">
<mml:mrow>
<mml:mtext>Residue&#xa0;level&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mtext>mg</mml:mtext>
<mml:mo stretchy="false">/</mml:mo>
<mml:mtext>kg</mml:mtext>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mtext>Area&#xa0;of&#xa0;sample</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mtext>Area&#xa0;of&#xa0;standard</mml:mtext>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mtext>ng&#xa0;of&#xa0;standard&#xa0;injected</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mtext>&#xb5;l&#xa0;of&#xa0;sample&#xa0;injeted</mml:mtext>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mtext>Final&#xa0;volume&#xa0;taken</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mtext>Total&#xa0;weight</mml:mtext>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Identification of fumonisin producing <italic>Fusarium</italic> isolates</title>
<p>Out of 48 <italic>Fusarium</italic> isolates collected from maize ear rot samples, 40 showed a successful amplification with VERTF-1/2 primers, producing a 400 bp band, confirming them as fumonisin-producing <italic>F. verticillioides</italic> strains (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Additionally, <italic>FUM1</italic> gene specific primers amplified a band of 1126 bp in 41 isolates (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Moreover, <italic>FUM13</italic> specific primer produced a band of 998 bp in 36 <italic>Fusarium</italic> isolates, and the rest of 12 isolates lacking this gene did not show any amplification (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). Data in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref> showed that five isolates (Fus 8, Fus 18, Fus 20, Fus 24 and Fus 40) did not show any amplification with VERTF-1/2 primers, <italic>FUM1</italic> and <italic>FUM13</italic> genes. Only six isolates <italic>viz</italic>., Fus 12, Fus 16, Fus 17, Fus 21, Fus 26 and Fus 30 showed amplification with VERTF-1/2 primers and <italic>FUM1</italic> gene and only two isolates <italic>viz.</italic> Fus 13 and Fus 25 gave amplification with FUM13F/13R primers. One <italic>F. proliferatum</italic> isolate -Fus 48 showed amplification only with FUM1F1/R2 primer; there was no amplification with VERTF-1/VERTF-2 and FUM13F/13R primers (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Amplification of fumonisin producing <italic>F. verticillioides</italic> isolates using VERTF-1/2 primers showing amplification band of 400 bp, Lane M contains- 100 bp ladder; Lane 1-48 contains DNA from <italic>Fusarium</italic> isolates Fus 1 to Fus 48 from different locations.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-16-1516644-g001.tif"/>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Amplification of fumonisin producing <italic>Fusarium</italic> isolates using <italic>FUM1</italic> gene specific primers showing amplification band of 1126 bp, Lane M contains- 100 bp ladder; Lane 1-48 contains DNA from <italic>Fusarium</italic> isolates Fus 1 to Fus 48 from different locations.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-16-1516644-g002.tif"/>
</fig>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Amplification of fumonisin producing <italic>Fusarium</italic> isolates using <italic>FUM13</italic> gene specific primers showing amplification band of 998 bp, Lane M contains- 100 bp ladder; Lane 1-48 contains DNA from <italic>Fusarium</italic> isolates Fus 1 to Fus 48 from different locations.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-16-1516644-g003.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Grouping of <italic>Fusarium</italic> isolates based on <italic>FUM1</italic> and <italic>FUM13</italic> genes.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">
<italic>Fusarium</italic> species</th>
<th valign="top" align="left">Isolates</th>
<th valign="top" align="center">VERTF-1/2 primers</th>
<th valign="top" align="center">
<italic>FUM1</italic> gene</th>
<th valign="top" align="center">
<italic>FUM13</italic> gene</th>
<th valign="top" align="center">Frequency of isolates (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="4" align="left">
<italic>F. verticillioides</italic>
</td>
<td valign="top" align="left">Fus 1, Fus 2, Fus 3, Fus 4, Fus 5, Fus 6, Fus 7, Fus 9, Fus 10, Fus 11, Fus 14, Fus 15, Fus 19, Fus 22, Fus 23, Fus 27, Fus 28, Fus 29, Fus 31, Fus 32, Fus 33, Fus 34, Fus 35, Fus 36, Fus 37, Fus 38, Fus 39, Fus 41, Fus 42, Fus 43, Fus 44, Fus 45, Fus 46, Fus 47</td>
<td valign="top" align="center">+</td>
<td valign="top" align="center">+</td>
<td valign="top" align="center">+</td>
<td valign="top" align="center">70.83</td>
</tr>
<tr>
<td valign="top" align="left">Fus 8, Fus 18, Fus 20, Fus 24, Fus 40</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">10.41</td>
</tr>
<tr>
<td valign="top" align="left">Fus 12, Fus 16, Fus 17, Fus 21, Fus 26, Fus 30</td>
<td valign="top" align="center">+</td>
<td valign="top" align="center">+</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">12.50</td>
</tr>
<tr>
<td valign="top" align="left">Fus 13, Fus 25</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">+</td>
<td valign="top" align="center">4.16</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>F. proliferatum</italic>
</td>
<td valign="top" align="left">Fus 48</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">+</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">2.08</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>+ Present, - Absent.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Sequencing and confirmation of <italic>Fusarium</italic> spp.</title>
<p>The sequences of <italic>FUM1</italic> gene for Fus 15, Fus 28, Fus 44 and Fus 45 submitted to BLAST revealed 99-100% similarity with <italic>F. verticillioides</italic> (having reference id XM_018886754.1). However, Fus 48 had shown 98% similarity with <italic>F. proliferatum</italic> (reference id CP128308.1) when subjected to BLAST. The <italic>FUM13</italic> gene sequences of Fus 15, Fus 28, Fus 44 and Fus 45 isolates showed 99-100% similarity with <italic>F. verticillioides</italic> (reference id XM_018886761.1). The phylogenetic analysis of <italic>Fusarium</italic> isolates for both <italic>FUM1</italic> (5 isolates) and <italic>FUM13</italic> (4 isolates) genes resulted in 99-100% similarity with respective species (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures S4</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S5</bold>
</xref>). The above studies confirmed that <italic>FUM1</italic> and <italic>FUM13</italic> genes were present in 85.41% and 75% of the isolates, respectively. Since these genes are essential for fumonisin biosynthesis, their presence suggests a potential for toxin production. Furthermore, to assess and confirm the mycotoxin production potential of these isolates fumonisin content was analyzed using LC MS MS method.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Quantitative analysis of fumonisin content</title>
<p>
<italic>Recovery of fumonisins</italic>: The average recoveries of FB<sub>1</sub> from maize grains fortified at 10, 50, and 100 &#xb5;g/kg were 75.67%, 90.63%, and 85.14%, respectively. For FB<sub>2</sub>, the recoveries were 73.01%, 98.40%, and 82.04% at the same fortification levels (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). The control samples from untreated grains and reagent blanks were also processed in the same way so as to find out the interferences, if any, due to the substrate and reagents, respectively and no interferences were observed at the retention time (RT) of FB<sub>1</sub> and FB<sub>2</sub> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). The recoveries obtained were within the international acceptable levels. The limit of quantitation (LOQ) of the method was 10 &#xb5;g kg<sup>-1</sup> (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). The linearity curves for both the fumonisins standards (FB<sub>1</sub> and FB<sub>2</sub>) were constructed by injecting 10, 20, 30, 40 and 50 ng/ml of each of the standard and the response was found to be linear with R<sup>2</sup> values of 0.9935 and 0.9951 for FB<sub>1</sub> and FB<sub>2</sub>, respectively (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6</bold>
</xref>, <xref ref-type="fig" rid="f7">
<bold>7</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Chromatogram showing response of fumonisins (FB<sub>1</sub> and FB<sub>2</sub>) standards at 10 &#xb5;g kg-1.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-16-1516644-g004.tif"/>
</fig>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Chromatogram of recovery of fumonisins- FB<sub>1</sub> and FB<sub>2</sub> at 10 &#xb5;g kg<sup>-1</sup> level of fortification.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-16-1516644-g005.tif"/>
</fig>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Linearity of FB<sub>1</sub> standard.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-16-1516644-g006.tif"/>
</fig>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Linearity of FB<sub>2</sub> standard.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-16-1516644-g007.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Recovery per cent of FB<sub>1</sub> and FB<sub>2</sub> in maize grains at different fortification levels.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="center">Level of fortification (&#xb5;g kg<sup>-1</sup>)</th>
<th valign="top" colspan="2" align="center">Fumonisin B<sub>1</sub> (FB<sub>1</sub>)</th>
<th valign="top" colspan="2" align="center">Fumonisin B<sub>2</sub> (FB<sub>2</sub>)</th>
</tr>
<tr>
<th valign="top" align="center">Recovery (%)</th>
<th valign="top" align="center">Mean &#xb1; SE</th>
<th valign="top" align="center">Recovery (%)</th>
<th valign="top" align="center">Mean &#xb1; SE</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="3" align="center">10</td>
<td valign="middle" align="center">74.73</td>
<td valign="middle" rowspan="3" align="center">75.67 &#xb1; 1.03</td>
<td valign="middle" align="center">73.85</td>
<td valign="middle" rowspan="3" align="center">73.01 &#xb1; 1.83</td>
</tr>
<tr>
<td valign="middle" align="center">76.78</td>
<td valign="middle" align="center">70.90</td>
</tr>
<tr>
<td valign="middle" align="center">75.50</td>
<td valign="middle" align="center">74.27</td>
</tr>
<tr>
<td valign="middle" rowspan="3" align="center">50</td>
<td valign="middle" align="center">90.62</td>
<td valign="middle" rowspan="3" align="center">90.63 &#xb1; 0.30</td>
<td valign="middle" align="center">97.54</td>
<td valign="middle" rowspan="3" align="center">98.40 &#xb1; 1.45</td>
</tr>
<tr>
<td valign="middle" align="center">90.32</td>
<td valign="middle" align="center">97.60</td>
</tr>
<tr>
<td valign="middle" align="center">90.95</td>
<td valign="middle" align="center">100.08</td>
</tr>
<tr>
<td valign="middle" rowspan="3" align="center">100</td>
<td valign="middle" align="center">85.45</td>
<td valign="middle" rowspan="3" align="center">85.14 &#xb1; 0.47</td>
<td valign="middle" align="center">82.94</td>
<td valign="middle" rowspan="3" align="center">82.04 &#xb1; 2.30</td>
</tr>
<tr>
<td valign="middle" align="center">84.60</td>
<td valign="middle" align="center">83.76</td>
</tr>
<tr>
<td valign="middle" align="center">85.38</td>
<td valign="middle" align="center">79.42</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>
<italic>Fumonisin content in maize samples</italic>: The data presented in <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref> and <xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref> revealed that FB<sub>1</sub> and FB<sub>2</sub> were produced by both the isolates of <italic>Fusarium</italic> species. When comparing the isolates, <italic>F. verticillioides</italic> isolate (Fus 15) produced greater quantity of fumonisins than <italic>F. proliferatum</italic> isolate (Fus 48) across all four sampling intervals. Seven days after inoculation, Fus 15 isolate produced lower concentration of FB<sub>1</sub> in the PMH 1 (0.03 mg kg<sup>-1</sup>) and PMH 2 (1.06 mg kg<sup>-1</sup>) hybrids. By 21 days after inoculation, FB<sub>1</sub> levels rose to 17.29 mg kg<sup>-1</sup> in PMH 1 and 96.93 mg kg<sup>-1</sup> in PMH 2 (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S6</bold>
</xref>). A similar trend was observed with Fus 48 isolate. The perusal of data presented in <xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref> revealed that at seven days after inoculation, Fus 15 isolate produced FB<sub>2</sub> only in PMH 2 grains (0.22 mg kg<sup>-1</sup>), however its quantity in PMH 1 hybrid was below LOQ. Upto 14 days after inoculation, FB<sub>2</sub> production by Fus 48 isolate was below LOQ in both hybrids.</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Fumonisin FB<sub>1</sub> (mg kg<sup>-1</sup>) production in maize grains artificial inoculated with <italic>Fusarium</italic> isolates.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="center">Days after inoculation</th>
<th valign="top" colspan="2" align="center">Fumonisin FB<sub>1</sub> (mg kg<sup>-1</sup>) in PMH 1 grains</th>
<th valign="top" colspan="2" align="center">Fumonisin FB<sub>1</sub> (mg kg<sup>-1</sup>) in PMH 2 grains</th>
</tr>
<tr>
<th valign="top" align="center">
<italic>Fusarium verticillioides</italic> (Fus 15)</th>
<th valign="top" align="center">
<italic>Fusarium proliferatum</italic> (Fus 48)</th>
<th valign="top" align="center">
<italic>Fusarium verticillioides</italic> (Fus 15)</th>
<th valign="top" align="center">
<italic>Fusarium proliferatum</italic> (Fus 48)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="3" align="center">7</td>
<td valign="top" align="center">0.04</td>
<td valign="top" align="center">0.013</td>
<td valign="top" align="center">1.092</td>
<td valign="top" align="center">0.038</td>
</tr>
<tr>
<td valign="top" align="center">0.03</td>
<td valign="top" align="center">0.012</td>
<td valign="top" align="center">1.101</td>
<td valign="top" align="center">0.044</td>
</tr>
<tr>
<td valign="top" align="center">0.04</td>
<td valign="top" align="center">0.012</td>
<td valign="top" align="center">0.994</td>
<td valign="top" align="center">0.034</td>
</tr>
<tr>
<td valign="top" align="center">Mean &#xb1; SE</td>
<td valign="top" align="center">0.03 &#xb1; 0.003</td>
<td valign="top" align="center">0.01 &#xb1; 0.000</td>
<td valign="top" align="center">1.06 &#xb1; 0.03</td>
<td valign="top" align="center">0.04 &#xb1; 0.002</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="center">14</td>
<td valign="top" align="center">1.451</td>
<td valign="top" align="center">0.012</td>
<td valign="top" align="center">5.694</td>
<td valign="top" align="center">0.071</td>
</tr>
<tr>
<td valign="top" align="center">1.231</td>
<td valign="top" align="center">0.01</td>
<td valign="top" align="center">5.871</td>
<td valign="top" align="center">0.064</td>
</tr>
<tr>
<td valign="top" align="center">1.217</td>
<td valign="top" align="center">0.013</td>
<td valign="top" align="center">4.308</td>
<td valign="top" align="center">0.07</td>
</tr>
<tr>
<td valign="top" align="center">Mean &#xb1; SE</td>
<td valign="top" align="center">1.29&#xb1; 0.07</td>
<td valign="top" align="center">0.01 &#xb1; 0.000</td>
<td valign="top" align="center">5.29 &#xb1; 0.49</td>
<td valign="top" align="center">0.06 &#xb1; 0.002</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="center">21</td>
<td valign="top" align="center">16.674</td>
<td valign="top" align="center">0.341</td>
<td valign="top" align="center">95.481</td>
<td valign="top" align="center">0.561</td>
</tr>
<tr>
<td valign="top" align="center">17.698</td>
<td valign="top" align="center">0.343</td>
<td valign="top" align="center">97.88</td>
<td valign="top" align="center">0.458</td>
</tr>
<tr>
<td valign="top" align="center">17.514</td>
<td valign="top" align="center">0.335</td>
<td valign="top" align="center">97.449</td>
<td valign="top" align="center">0.529</td>
</tr>
<tr>
<td valign="top" align="center">Mean &#xb1; SE</td>
<td valign="top" align="center">17.29 &#xb1; 0.31</td>
<td valign="top" align="center">0.33 &#xb1; 0.002</td>
<td valign="top" align="center">96.93 &#xb1; 0.73</td>
<td valign="top" align="center">0.51 &#xb1; 0.03</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="center">28</td>
<td valign="top" align="center">25.402</td>
<td valign="top" align="center">0.716</td>
<td valign="top" rowspan="3" align="center">Rotting<break/>of<break/>kernels</td>
<td valign="top" align="center">1.393</td>
</tr>
<tr>
<td valign="top" align="center">20.179</td>
<td valign="top" align="center">1.045</td>
<td valign="top" align="center">1.399</td>
</tr>
<tr>
<td valign="top" align="center">26.518</td>
<td valign="top" align="center">1.019</td>
<td valign="top" align="center">1.385</td>
</tr>
<tr>
<td valign="top" align="center">Mean &#xb1; SE</td>
<td valign="top" align="center">24.03 &#xb1; 1.92</td>
<td valign="top" align="center">0.92 &#xb1; 0.10</td>
<td valign="top" align="center"/>
<td valign="top" align="center">1.39 &#xb1; 0.004</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Limit of quantitation (LOQ)=10 &#xb5;g kg<sup>-1</sup>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>Fumonisin FB<sub>2</sub> (mg kg<sup>-1</sup>) production in maize grains artificial inoculated with <italic>Fusarium</italic> isolates.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="center">Days after inoculation</th>
<th valign="top" colspan="2" align="center">Fumonisin FB<sub>2</sub> (mg kg<sup>-1</sup>) in PMH 1 grains</th>
<th valign="top" colspan="2" align="center">Fumonisin FB<sub>2</sub> (mg kg<sup>-1</sup>) in PMH 2 grains</th>
</tr>
<tr>
<th valign="top" align="center">
<italic>Fusarium verticillioides</italic> (Fus 15)</th>
<th valign="top" align="center">
<italic>Fusarium proliferatum</italic> (Fus 48)</th>
<th valign="top" align="center">
<italic>Fusarium verticillioides</italic> (Fus 15)</th>
<th valign="top" align="center">
<italic>Fusarium proliferatum</italic> (Fus 48)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="3" align="center">7</td>
<td valign="top" align="center">&lt;LOQ</td>
<td valign="top" align="center">&lt;LOQ</td>
<td valign="top" align="center">0.237</td>
<td valign="top" align="center">&lt;LOQ</td>
</tr>
<tr>
<td valign="top" align="center">&lt;LOQ</td>
<td valign="top" align="center">&lt;LOQ</td>
<td valign="top" align="center">0.221</td>
<td valign="top" align="center">&lt;LOQ</td>
</tr>
<tr>
<td valign="top" align="center">&lt;LOQ</td>
<td valign="top" align="center">&lt;LOQ</td>
<td valign="top" align="center">0.251</td>
<td valign="top" align="center">&lt;LOQ</td>
</tr>
<tr>
<td valign="top" align="center">Mean &#xb1; SE</td>
<td valign="top" align="center">&lt;LOQ</td>
<td valign="top" align="center">&lt;LOQ</td>
<td valign="top" align="center">0.221 &#xb1; 0.008</td>
<td valign="top" align="center">&lt;LOQ</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="center">14</td>
<td valign="top" align="center">0.369</td>
<td valign="top" align="center">&lt;LOQ</td>
<td valign="top" align="center">1.356</td>
<td valign="top" align="center">&lt;LOQ</td>
</tr>
<tr>
<td valign="top" align="center">0.408</td>
<td valign="top" align="center">&lt;LOQ</td>
<td valign="top" align="center">2.009</td>
<td valign="top" align="center">&lt;LOQ</td>
</tr>
<tr>
<td valign="top" align="center">0.41</td>
<td valign="top" align="center">&lt;LOQ</td>
<td valign="top" align="center">1.215</td>
<td valign="top" align="center">&lt;LOQ</td>
</tr>
<tr>
<td valign="top" align="center">Mean &#xb1; SE</td>
<td valign="top" align="center">0.395 &#xb1; 0.01</td>
<td valign="top" align="center">&lt;LOQ</td>
<td valign="top" align="center">1.52 &#xb1; 0.24</td>
<td valign="top" align="center">&lt;LOQ</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="center">21</td>
<td valign="top" align="center">5.433</td>
<td valign="top" align="center">0.056</td>
<td valign="top" align="center">24.324</td>
<td valign="top" align="center">0.081</td>
</tr>
<tr>
<td valign="top" align="center">5.553</td>
<td valign="top" align="center">0.055</td>
<td valign="top" align="center">22.344</td>
<td valign="top" align="center">0.065</td>
</tr>
<tr>
<td valign="top" align="center">5.318</td>
<td valign="top" align="center">0.053</td>
<td valign="top" align="center">21.188</td>
<td valign="top" align="center">0.078</td>
</tr>
<tr>
<td valign="top" align="center">Mean &#xb1; SE</td>
<td valign="top" align="center">5.43 &#xb1; 0.06</td>
<td valign="top" align="center">0.05 &#xb1; 0.000</td>
<td valign="top" align="center">22.61 &#xb1; 0.91</td>
<td valign="top" align="center">0.07 &#xb1; 0.004</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="center">28</td>
<td valign="top" align="center">10.753</td>
<td valign="top" align="center">0.066</td>
<td valign="top" rowspan="3" align="center">Rotting of kernels</td>
<td valign="top" align="center">0.082</td>
</tr>
<tr>
<td valign="top" align="center">8.29</td>
<td valign="top" align="center">0.052</td>
<td valign="top" align="center">0.076</td>
</tr>
<tr>
<td valign="top" align="center">10.987</td>
<td valign="top" align="center">0.026</td>
<td valign="top" align="center">0.075</td>
</tr>
<tr>
<td valign="top" align="center">Mean &#xb1; SE</td>
<td valign="top" align="center">10.01 &#xb1; 0.86</td>
<td valign="top" align="center">0.04 &#xb1; 0.01</td>
<td valign="top" align="center"/>
<td valign="top" align="center">0.07 &#xb1; 0.002</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Limit of quantitation (LOQ)= 10 &#xb5;g kg<sup>-1</sup>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>PMH 2 consistently exhibited higher levels of fumonisins (FB<sub>1</sub> and FB<sub>2</sub>) than PMH 1 across all sampling days. In both hybrids, fumonisin levels gradually increased with inoculation time, reaching their peak at 21 days, with PMH 2 showing the highest FB<sub>1</sub> (96.93 mg/kg) and FB<sub>2</sub> (22.61 mg/kg) accumulation.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>The study explored the fumonisin production potential of <italic>Fusarium</italic> species, particularly focusing on <italic>F. verticillioides</italic> and <italic>F. proliferatum</italic>. The results demonstrated that the majority of <italic>F. verticillioides</italic> isolates (85.10%) were fumonisin producers, as confirmed by VERTF-1/2 primers. These findings align with previous studies, such as those by <xref ref-type="bibr" rid="B24">Magculia and Cumagun (2011)</xref>, who found that 38 out of 49 F<italic>. verticillioides</italic> isolates were potential fumonisin producers based on the amplification of a 400 bp DNA fragment specific to these primers. Similarly, <xref ref-type="bibr" rid="B25">Maheshwar et&#xa0;al. (2009)</xref> and <xref ref-type="bibr" rid="B47">Szecsi et&#xa0;al. (2011)</xref> identified fumonisin production in F<italic>. verticillioides</italic> using species-specific primers, further corroborating the utility of VERTF-1/2 in detecting toxigenic strains.</p>
<p>The fumonisin biosynthesis pathway, driven by the <italic>FUM</italic> gene cluster, plays a crucial role in determining the toxigenic potential of <italic>Fusarium</italic> species (<xref ref-type="bibr" rid="B36">Proctor et al., 2003</xref>; <xref ref-type="bibr" rid="B42">S&#xe1;nchez-Rangel et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B33">Niehaus et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B7">Choi et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B51">Zyl et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B30">Mohiddin et&#xa0;al., 2021</xref>). The study&#x2019;s focus on <italic>FUM1</italic> and <italic>FUM13</italic> genes, which are vital for fumonisin production, is consistent with findings from previous research (<xref ref-type="bibr" rid="B39">Qiu et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B18">Kaur, 2015</xref>; <xref ref-type="bibr" rid="B38">Proctor et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B28">Medina et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B40">Ramana et&#xa0;al., 2011</xref>). Notably, the presence of these genes was also detected in other <italic>Fusarium</italic> species within the FFSC, such as <italic>F. proliferatum</italic> and <italic>F. fujikuroi</italic>, as reported by <xref ref-type="bibr" rid="B7">Choi et&#xa0;al. (2018)</xref>. However, it is important to note that the detection of the <italic>FUM</italic> gene cluster does not always correlate with fumonisin production, as some non-detectable fumonisin-producing strains also harbor these genes (<xref ref-type="bibr" rid="B46">Sultana et&#xa0;al., 2019</xref>). Variations in fumonisin production among <italic>Fusarium</italic> species and even among different isolates of the same species have been attributed to factors such as pathogen strain differences, environmental conditions, varietal susceptibility and the origin of the species (<xref ref-type="bibr" rid="B44">Singh and Kaur, 2024</xref>; <xref ref-type="bibr" rid="B16">Kamle et&#xa0;al., 2019</xref>). In this study, <italic>F. verticillioides</italic> exhibited a higher fumonisin production potential than <italic>F. proliferatum</italic>, which is consistent with previous studies (<xref ref-type="bibr" rid="B14">Ismail et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B12">Ghiasian et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B48">Tancic et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B1">Acuna et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B23">Logrieco et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B8">Covarelli et&#xa0;al., 2012</xref>). The study also observed that fumonisin B<sub>1</sub> production increased with inoculation time, a trend that has been documented in several studies (<xref ref-type="bibr" rid="B3">Altinok, 2009</xref>; <xref ref-type="bibr" rid="B9">Dilkin et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B5">Bailly et&#xa0;al., 2002</xref>).</p>
<p>Resistance to FER is polygenic in nature and no maize cultivar has been reported to exhibit complete resistance. Furthermore, no information is available regarding FER resistance in maize under North Indian conditions. Based on our previous studies in north zone (<xref ref-type="bibr" rid="B17">Kaur et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B44">Singh and Kaur, 2024</xref>) hybrids showed varied response against <italic>F. verticillioides</italic> infection. Two hybrids- PMH 1 exhibiting resistance while PMH 2 showing susceptibility to <italic>F. verticillioides</italic> were further selected for fumonisin analysis. The PMH 1 hybrid exhibited lower fumonisin accumulation compared to the PMH 2 hybrid, suggesting a potential resistance mechanism against fumonisin production in PMH 1. This finding aligns with previous reports that have shown a positive correlation between FER severity and fumonisin concentration (<xref ref-type="bibr" rid="B15">Junior et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B32">Netshifhefhe et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B27">Maschietto et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B6">Balconi et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B2">Afolabi et&#xa0;al., 2007</xref>).</p>
</sec>
<sec id="s5" sec-type="conclusion">
<label>5</label>
<title>Conclusion</title>
<p>The study reinforces the role of molecular techniques, particularly the use of species-specific primers and the analysis of the <italic>FUM</italic> gene cluster, in differentiating between toxigenic and non-toxigenic <italic>Fusarium</italic> strains. The results also underscore the variability in fumonisin production among <italic>Fusarium</italic> species and isolates, influenced by genetic and environmental factors. The observed correlation between FER severity and fumonisin concentration highlights the importance of developing resistant maize hybrids to mitigate the risks associated with fumonisin contamination.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>HS: Conceptualization, Formal analysis, Investigation, Methodology, Software, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. HK: Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing &#x2013; review &amp; editing. MH: Conceptualization, Formal analysis, Investigation, Methodology, Supervision, Validation, Visualization, Writing &#x2013; review &amp; editing. SS: Conceptualization, Formal analysis, Investigation, Methodology, Software, Supervision, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.</p>
</sec>
<sec id="s10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="S12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpls.2025.1516644/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2025.1516644/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf"/>
<supplementary-material xlink:href="DataSheet2.pdf" id="SM2" mimetype="application/pdf"/>
<supplementary-material xlink:href="SupplementaryFile1.docx" id="SM3" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
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