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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2025.1741069</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Molecular investigation on hazelnut-associated <italic>Fusarium</italic> isolates belonging to the <italic>Fusarium citricola</italic> species complex</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Brugneti</surname>
<given-names>Federico</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Turco</surname>
<given-names>Silvia</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Ukwibishaka</surname>
<given-names>Nepomuscene</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Abramczyk</surname>
<given-names>Barbara</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
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<contrib contrib-type="author">
<name>
<surname>Cardacino</surname>
<given-names>Antonella</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Mazzaglia</surname>
<given-names>Angelo</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Nicoletti</surname>
<given-names>Rosario</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>De Masi</surname>
<given-names>Luigi</given-names>
</name>
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<contrib contrib-type="author">
<name>
<surname>Zimowska</surname>
<given-names>Beata</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<aff id="aff1"><label>1</label><institution>Department of Agriculture and Forest Science, Tuscia University</institution>, <city>Viterbo</city>, <country country="it">Italy</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Plant Protection, Subdepartment of Phytopathology and Mycology, University of Life Sciences</institution>, <city>Lublin</city>, <country country="pl">Poland</country></aff>
<aff id="aff3"><label>3</label><institution>Research Centre for Olive, Fruit and Citrus Crops, Council for Agricultural Research and Economics</institution>, <city>Caserta</city>, <country country="it">Italy</country></aff>
<aff id="aff4"><label>4</label><institution>Institute of Biosciences and BioResources, National Research Council</institution>, <city>Portici</city>, <country country="it">Italy</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Rosario Nicoletti, <email xlink:href="mailto:rosario.nicoletti@crea.gov.it">rosario.nicoletti@crea.gov.it</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-09">
<day>09</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1741069</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>10</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>12</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Brugneti, Turco, Ukwibishaka, Abramczyk, Cardacino, Mazzaglia, Nicoletti, De Masi and Zimowska.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Brugneti, Turco, Ukwibishaka, Abramczyk, Cardacino, Mazzaglia, Nicoletti, De Masi and Zimowska</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-09">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>Recent studies on <italic>Fusaria</italic> associated with hazelnut have pointed out a role of these fungi as both disease agents and endophytic symbionts, raising concern for the possible mycotoxin contamination of kernels and derived products. Molecular evidence has shown that previous classifications of these isolates as <italic>Fusarium lateritium</italic> were incorrect, indicating that most of them instead belong to the <italic>Fusarium citricola</italic> species complex (FCCSC). Based on a set of isolates collected in Italy and Poland, the present work provides a phylogenetic analysis supported by three species delimitation algorithms. The results confirm that all the available hazelnut isolates belong to the FCCSC, and that the discrimination between three currently accepted taxa in this species complex, namely <italic>F. aconidiale, F. celtidicola</italic> and <italic>F. juglandicola</italic>, should be reconsidered. The inclusion in our analysis of 25 species identified in the closely related <italic>Fusarium tricinctum</italic> species complex provides an indication that the statistical methods for species delimitation represent a useful tool for checking the reliability of the species boundaries currently defined in these fungi.</p>
</abstract>
<kwd-group>
<kwd><italic>Fusarium citricola</italic> species complex</kwd>
<kwd><italic>Fusarium tricinctum</italic> species complex</kwd>
<kwd>hazelnut mycobiome</kwd>
<kwd>phylogenesis</kwd>
<kwd>species delimitation analysis</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This study was carried out within the Agritech National Research Center and received funding from the European Union Next-Generation EU (PIANO NAZIONALE DI RIPRESA E RESILIENZA (PNRR) -MISSIONE 4 COMPONENTE 2, INVESTIMENTO 1.4 -D. D. 1032 17/06/2022, CN00000022). This manuscript reflects only the authors&#x2019; views and opinions, neither the European Union nor the European Commission can be considered responsible for them.</funding-statement>
</funding-group>
<counts>
<fig-count count="5"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="52"/>
<page-count count="11"/>
<word-count count="7934"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Microbe and Virus Interactions with Plants</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>The genus <italic>Fusarium</italic> comprises a large and diverse group of filamentous ascomycetous fungi that are ubiquitous in nature, colonizing soil, plant debris, and a variety of other substrates. Many <italic>Fusarium</italic> species are recognized as major plant pathogens, causing devastating diseases across a wide range of crops worldwide (<xref ref-type="bibr" rid="ref46">Todorovi&#x0107; et al., 2023</xref>). Recent taxonomic studies have revealed that the genus <italic>Fusarium</italic> comprises more than 400 phylogenetically distinct species, grouped into over 30 species complexes and several monotypic lineages (<xref ref-type="bibr" rid="ref12">Hof and Schrecker, 2024</xref>). These advances, together with ongoing revisions based on molecular data, continue to reshape the taxonomy of the genus through the description of new species and the redefinition of phylogenetic relationships (<xref ref-type="bibr" rid="ref6">Crous et al., 2022</xref>; <xref ref-type="bibr" rid="ref32">O&#x2019;Donnell et al., 2022</xref>; <xref ref-type="bibr" rid="ref48">Ulaszewski et al., 2025</xref>). Although morphological features provide valuable diagnostic information, their reliability for species-level identification in <italic>Fusarium</italic> is limited by high phenotypic plasticity and overlapping traits among species, often influenced by culture conditions and environmental factors. This morphological convergence, or synapomorphy, where distantly related taxa share similar characters, has historically complicated <italic>Fusarium</italic> taxonomy and the species identification (<xref ref-type="bibr" rid="ref43">St&#x0119;pie&#x0144;, 2014</xref>; <xref ref-type="bibr" rid="ref25">Manganiello et al., 2019</xref>; <xref ref-type="bibr" rid="ref6">Crous et al., 2022</xref>). The integration of molecular approaches, particularly DNA barcoding and multilocus sequencing, has therefore become essential for accurate species delineation, providing greater resolution within cryptic or recently diversified lineages (<xref ref-type="bibr" rid="ref45">Summerell, 2019</xref>; <xref ref-type="bibr" rid="ref39">Sandoval-Denis et al., 2018</xref>; <xref ref-type="bibr" rid="ref21">Lombard et al., 2021</xref>; <xref ref-type="bibr" rid="ref44">Stoeva et al., 2023</xref>; <xref ref-type="bibr" rid="ref16">Kamil et al., 2025</xref>).</p>
<p>The economic impact of hazelnut (<italic>Corylus avellana</italic>) is increasing worldwide, with an estimated global production of 1.15&#x202F;million tons in 2023; Turkey is the leader country, producing as much as 56% of shelled hazelnuts, followed by Italy with a market share of about 9% (FAOSTAT; www.fao.org/statistics/en, accessed on 30 November 2025). A major concern for product storage and marketing is represented by fungi causing kernel contamination with a wide array of mycotoxins, for which there is increasing attention by the control authorities (<xref ref-type="bibr" rid="ref38">Salvatore et al., 2023</xref>). In this respect, the role by <italic>Fusarium</italic> spp. deserves more-in-depth assessments in light of their reputation as producers of mycotoxins, such as trichothecenes and enniatins, and the increasing number of reports in association with this crop (<xref ref-type="bibr" rid="ref27">Munkvold et al., 2021</xref>; <xref ref-type="bibr" rid="ref11">Gautier et al., 2020</xref>; <xref ref-type="bibr" rid="ref52">Zimowska et al., 2024</xref>). Indeed, <italic>Fusaria</italic> isolated from hazelnut represent a meaningful example of how traditional morphology-based taxonomic schemes are insufficient for accurate species identification and have often led to misclassification. Early investigations on the nut gray necrosis (NGN) affecting hazelnuts in the Viterbo area (Central Italy) carried out in the first decade of the 2000s identified <italic>Fusarium lateritium</italic> as the causal agent (<xref ref-type="bibr" rid="ref49">Vitale et al., 2011</xref>). However, genomic evidence from a more recent study questioned this identification, highlighting a closer affinity of these isolates with the <italic>Fusarium tricinctum</italic> species complex (FTSC) (<xref ref-type="bibr" rid="ref47">Turco et al., 2021</xref>). Following the characterization of a new lineage related to the FTSC, designated as <italic>Fusarium citricola</italic> species complex (FCCSC) (<xref ref-type="bibr" rid="ref39">Sandoval-Denis et al., 2018</xref>), two endophytic isolates from hazelnut collected in Poland were identified as members of this complex (<xref ref-type="bibr" rid="ref52">Zimowska et al., 2024</xref>). Although this inference was later confirmed after the whole genome sequencing of one of these isolates (<xref ref-type="bibr" rid="ref1">Becchimanzi et al., 2025</xref>), the limited number of reference strains available at that time did not allow to conclusively assign them to either <italic>Fusarium celtidicola</italic> or <italic>Fusarium juglandicola</italic>. Similar uncertainty regarding the separation between these species also emerged in a recent phylogenetic study based on strains available from reputed mycological collections, which had been classified as <italic>F. lateritium</italic> and found to rather belong to either the FTSC or the FCCSC (<xref ref-type="bibr" rid="ref5">Costa et al., 2024</xref>). In this context, the availability of a broader set of isolates from both Italy and Poland enabled us to perform a more comprehensive phylogenetic reconstruction supported by species delimitation analyses. These species delimitation methods provide a valuable tool for resolving complex taxonomic relationships and detecting cryptic diversity, as demonstrated in other Ascomycota lineages (<xref ref-type="bibr" rid="ref19">Liu et al., 2016</xref>; <xref ref-type="bibr" rid="ref4">Bustamante et al., 2019</xref>; <xref ref-type="bibr" rid="ref24">Maharachchikumbura et al., 2021</xref>; <xref ref-type="bibr" rid="ref2">Becchimanzi et al., 2021</xref>; <xref ref-type="bibr" rid="ref41">Sklen&#x00E1;&#x0159; et al., 2022</xref>; <xref ref-type="bibr" rid="ref8">Dissanayake et al., 2024</xref>; <xref ref-type="bibr" rid="ref1101">Zapata et al., 2024</xref>). In this framework, the present study aims to clarify the taxonomic position of <italic>Fusarium</italic> isolates associated with hazelnut and to evaluate the validity of the current species boundaries within the <italic>F. citricola</italic> species complex (FCCSC).</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1</label>
<title><italic>Fusarium</italic> isolates</title>
<p>In May and June 2023, a field survey was carried out in three hazelnut orchards located in the Viterbo area (Central Italy), to investigate the presence of early NGN symptoms. Twenty five symptomatic hazelnut samples, collected from cultivar &#x2018;Nocchione&#x2019; and &#x2018;Tonda Romana&#x2019;, were sealed in sterile plastic bags and brought to the Plant Pathology Laboratory of the Tuscia University in Viterbo. Briefly, hazelnut inner kernel sections were surface-sterilized with 3% sodium hypochlorite for 3&#x202F;min, rinsed twice with sterile distilled water, and dried under laminar flow. One-centimeter sections from both healthy and symptomatic tissues were aseptically placed onto potato dextrose agar (PDA, Dinkelberg analytics, Gablingen, Germany) plates and incubated at 25&#x202F;&#x00B1;&#x202F;1&#x202F;&#x00B0;C for 5&#x2013;7&#x202F;days. The pure fungal cultures were obtained through serial transfer of emerging colonies onto fresh PDA plates and further used for morphological and molecular analyses. For morphological characterization, single hyphal tips were transferred to plates containing the standard PDA and oatmeal agar (OA, Condalab, Madrid, Spain), which were incubated at 25&#x202F;&#x00B0;C in the dark. After 10&#x202F;days, the morphology of the colony was observed. Morphology of the conidia was examined by growing the isolates on synthetic nutrient agar (SNA), prepared according to <xref ref-type="bibr" rid="ref29">Nirenberg (1976)</xref>. Plates were incubated at 25&#x202F;&#x00B0;C in the dark at 100% relative humidity. Observations on the conidial morphology and size were carried out at 100x magnification through a microscope (Leitz).</p>
<p>In addition to those available from our previous study (<xref ref-type="bibr" rid="ref52">Zimowska et al., 2024</xref>), four more endophytic isolates conforming to the FCCSC were collected from secondary branches of both hazelnut and small-leaved linden (<italic>Tilia cordata</italic>) in the Krak&#x00F3;w area (Southwest Poland), following the procedure described in the mentioned reference. The details concerning the isolation sources and the GenBank accession numbers of the DNA barcode sequences used in this study are indicated in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p><italic>Fusarium</italic> isolates obtained in this study and their DNA barcode sequence GenBank accession numbers.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Strain number</th>
<th align="left" valign="top">Origin</th>
<th align="left" valign="top"><italic>tef1</italic></th>
<th align="left" valign="top"><italic>rpb2</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">FUS 3</td>
<td align="left" valign="middle"><italic>Corylus avellana</italic> NGN, Italy</td>
<td align="left" valign="middle">PX244362</td>
<td align="left" valign="middle">PX244345</td>
</tr>
<tr>
<td align="left" valign="middle">FUS 4</td>
<td align="left" valign="middle"><italic>C. avellana</italic> NGN, Italy</td>
<td align="left" valign="middle">PX244363</td>
<td align="left" valign="middle">PX244346</td>
</tr>
<tr>
<td align="left" valign="middle">FUS 7</td>
<td align="left" valign="middle"><italic>C. avellana</italic> NGN, Italy</td>
<td align="left" valign="middle">PX244364</td>
<td align="left" valign="middle">PX244347</td>
</tr>
<tr>
<td align="left" valign="middle">FUS 8</td>
<td align="left" valign="middle"><italic>C. avellana</italic> NGN, Italy</td>
<td align="left" valign="middle">PX244365</td>
<td align="left" valign="middle">PX244348</td>
</tr>
<tr>
<td align="left" valign="middle">FUS 11</td>
<td align="left" valign="middle"><italic>C. avellana</italic> NGN, Italy</td>
<td align="left" valign="middle">PX244366</td>
<td align="left" valign="middle">PX244349</td>
</tr>
<tr>
<td align="left" valign="middle">FUS 12</td>
<td align="left" valign="middle"><italic>C. avellana</italic> NGN, Italy</td>
<td align="left" valign="middle">PX244367</td>
<td align="left" valign="middle">PX244350</td>
</tr>
<tr>
<td align="left" valign="middle">FUS 13</td>
<td align="left" valign="middle"><italic>C. avellana</italic> NGN, Italy</td>
<td align="left" valign="middle">PX244368</td>
<td align="left" valign="middle">PX244351</td>
</tr>
<tr>
<td align="left" valign="middle">FUS 14</td>
<td align="left" valign="middle"><italic>C. avellana</italic> NGN, Italy</td>
<td align="left" valign="middle">PX244369</td>
<td align="left" valign="middle">PX244352</td>
</tr>
<tr>
<td align="left" valign="middle">FUS 15</td>
<td align="left" valign="middle"><italic>C. avellana</italic> NGN, Italy</td>
<td align="left" valign="middle">PX244370</td>
<td align="left" valign="middle">PX244353</td>
</tr>
<tr>
<td align="left" valign="middle">FUS 16</td>
<td align="left" valign="middle"><italic>C. avellana</italic> NGN, Italy</td>
<td align="left" valign="middle">PX244371</td>
<td align="left" valign="middle">PX244354</td>
</tr>
<tr>
<td align="left" valign="middle">FUS 18</td>
<td align="left" valign="middle"><italic>C. avellana</italic> NGN, Italy</td>
<td align="left" valign="middle">PX244372</td>
<td align="left" valign="middle">PX244355</td>
</tr>
<tr>
<td align="left" valign="middle">FUS 19</td>
<td align="left" valign="middle"><italic>C. avellana</italic> NGN, Italy</td>
<td align="left" valign="middle">PX244373</td>
<td align="left" valign="middle">PX244356</td>
</tr>
<tr>
<td align="left" valign="middle">FUS 21</td>
<td align="left" valign="middle"><italic>C. avellana</italic> NGN, Italy</td>
<td align="left" valign="middle">PX244374</td>
<td align="left" valign="middle">PX244357</td>
</tr>
<tr>
<td align="left" valign="middle">FUS 22</td>
<td align="left" valign="middle"><italic>C. avellana</italic> NGN, Italy</td>
<td align="left" valign="middle">PX244375</td>
<td align="left" valign="middle">PX244358</td>
</tr>
<tr>
<td align="left" valign="middle">FUS 23</td>
<td align="left" valign="middle"><italic>C. avellana</italic> NGN, Italy</td>
<td align="left" valign="middle">PX244376</td>
<td align="left" valign="middle">PX244359</td>
</tr>
<tr>
<td align="left" valign="middle">FUS 24</td>
<td align="left" valign="middle"><italic>C. avellana</italic> NGN, Italy</td>
<td align="left" valign="middle">PX244377</td>
<td align="left" valign="middle">PX244360</td>
</tr>
<tr>
<td align="left" valign="middle">FUS 25</td>
<td align="left" valign="middle"><italic>C. avellana</italic> NGN, Italy</td>
<td align="left" valign="middle">PX244378</td>
<td align="left" valign="middle">PX244361</td>
</tr>
<tr>
<td align="left" valign="middle">Hzk 18</td>
<td align="left" valign="middle"><italic>C. avellana</italic> endophyte, Poland</td>
<td align="left" valign="middle">PX521117</td>
<td align="left" valign="middle">PX521113</td>
</tr>
<tr>
<td align="left" valign="middle">Hzk 28</td>
<td align="left" valign="middle"><italic>C. avellana</italic> endophyte, Poland</td>
<td align="left" valign="middle">PX521118</td>
<td align="left" valign="middle">PX521114</td>
</tr>
<tr>
<td align="left" valign="middle">Ti 3</td>
<td align="left" valign="middle"><italic>Tilia cordata</italic> endophyte, Poland</td>
<td align="left" valign="middle">PX521115</td>
<td align="left" valign="middle">PX521111</td>
</tr>
<tr>
<td align="left" valign="middle">Ti 17</td>
<td align="left" valign="middle"><italic>T. cordata</italic> endophyte, Poland</td>
<td align="left" valign="middle">PX521116</td>
<td align="left" valign="middle">PX521112</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>DNA extraction and PCR amplification for molecular characterization</title>
<p>Genomic DNA (gDNA) was extracted from fresh, filtered mycelium obtained from pure colonies grown in 50&#x202F;mL tubes containing potato dextrose broth (PDB) using the Plant Genomic DNA Extraction Mini Kit (Fisher Molecular Biology, Rome, Italy). Molecular characterization was carried out following published protocols (<xref ref-type="bibr" rid="ref33">O'Donnell et al., 1998</xref>; <xref ref-type="bibr" rid="ref20">Liu et al., 1999</xref>; <xref ref-type="bibr" rid="ref13">Hofstetter et al., 2007</xref>), through amplification of the translation elongation factor 1-alpha (<italic>tef-1</italic>) and the second largest subunit of RNA polymerase II (<italic>rpb2</italic>) gene regions, using the primers listed in <xref ref-type="table" rid="tab2">Table 2</xref>. For each PCR reaction, 5&#x202F;ng of gDNA was used as a template in a final volume of 25&#x202F;&#x03BC;L, containing 2&#x202F;&#x00D7;&#x202F;PCRBIO HS Taq DNA Polymerase (PCR Biosystems, UK) and 0.5&#x202F;&#x03BC;M of both forward and reverse primers. The thermal cycling program for <italic>tef-1</italic>, using primers EF-1 and EF-2, consisted of an initial denaturation at 94&#x202F;&#x00B0;C for 3&#x202F;min, followed by 35&#x202F;cycles of denaturation at 94&#x202F;&#x00B0;C for 30&#x202F;s, annealing at 55&#x202F;&#x00B0;C for 30&#x202F;s, and extension at 72&#x202F;&#x00B0;C for 30&#x202F;s, with a final extension at 72&#x202F;&#x00B0;C for 5&#x202F;min. For <italic>rpb2</italic> amplification, using primers fRPB2-5f and fRPB2-7cR, the program consisted of an initial denaturation at 94&#x202F;&#x00B0;C for 5&#x202F;min, followed by 35&#x202F;cycles of denaturation at 94&#x202F;&#x00B0;C for 60&#x202F;s, annealing at 57&#x202F;&#x00B0;C for 75&#x202F;s, and extension at 72&#x202F;&#x00B0;C for 60&#x202F;s, with a final extension at 72&#x202F;&#x00B0;C for 10&#x202F;min. Two &#x03BC;L of the amplified products were analyzed by 1.2% agarose gel electrophoresis, while the remaining products were sent to Macrogen Europe (Milan, Italy) for Sanger sequencing.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Primers used for the molecular characterization of the <italic>Fusarium</italic> isolates.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Primer</th>
<th align="left" valign="top">Sequences 5&#x2019;&#x2013;3&#x2019;</th>
<th align="left" valign="top">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">EF-1</td>
<td align="left" valign="top">5&#x2019;-ATGGGTAAGGA(A/G)GACAAGAC-3&#x2019;</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref33">O'Donnell et al. (1998)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">EF-2</td>
<td align="left" valign="top">5&#x2019;-GGA(G/A)GTACCAGT (G/A)ATCATGTT-3&#x2019;</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref33">O'Donnell et al. (1998)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">fRPB2-5f</td>
<td align="left" valign="top">5&#x2019;-GAYGAYMGWGATCAYTTYGG-3&#x2019;</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref13">Hofstetter et al. (2007)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">fRPB2-7cR</td>
<td align="left" valign="top">5&#x2019;-GTA(A/G)TTCAT(C/T)AC(A/G)CCNGG-3&#x2019;</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref20">Liu et al. (1999)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Phylogenetic and species delimitation analyses</title>
<p>All the collected <italic>Fusarium</italic> isolates were submitted to a detailed phylogenetic analysis, along with 60 strains belonging to the FCCSC and the FTSC whose sequences are available in the GenBank database (<xref rid="SM1" ref-type="supplementary-material">Supplementary Table 1</xref>); <italic>F. lateritium</italic> NRRL 13622 was included as an outgroup. The original sequences were edited using UGENE v48.1 (<xref ref-type="bibr" rid="ref34">Okonechnikov et al., 2012</xref>), concatenated, and aligned with MUSCLE v3.8.31 (<xref ref-type="bibr" rid="ref9">Edgar, 2004</xref>). The resulting alignment file was used as input to construct a maximum likelihood (ML) phylogenetic tree with RAxML-HPC v8.2.12 (<xref ref-type="bibr" rid="ref42">Stamatakis, 2014</xref>), employing the GTRGAMMAI substitution model and 1,000 bootstrap replicates. The tree was visualized with FigTree v1.4.4<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref> and further edited with Inkscape v0.92.<xref ref-type="fn" rid="fn0002"><sup>2</sup></xref></p>
<p>Species delimitation analysis was performed employing the distance-based Automatic Barcode Gap Discovery (ABGD), the Generalized Mixed Yule-Coalescent (GMYC) model, and the Poisson Tree Processes method with multi-rate (mPTP) implementations, using RAxML output tree as input. In particular, the ABGD algorithm splits sequences based on break points in pairwise genetic distances (&#x201C;barcode gaps,&#x201D; <xref ref-type="bibr" rid="ref35">Puillandre et al., 2012</xref>). The mPTP algorithm (<xref ref-type="bibr" rid="ref17">Kapli et al., 2017</xref>) inspects a substitution-based, non-ultrametric phylogenetic tree to detect changes in branching rates. These rates, modeled as a Poisson process, occur randomly at a relatively constant rate within species and more slowly between species, allowing the algorithm to delineate species boundaries. The GMYC algorithm uses a time-calibrated (ultrametric) tree to find the point where the branching pattern shifts from splits between species to merge among individuals of the same species; thus, it is really sensitive to recent divergence when they tend to over-split. For the ABGD analysis, the parameters were set to test variability (P) between 0.001 (Pmin) and 0.1 (Pmax), standard for fungal ITS or protein-coding markers (<xref ref-type="bibr" rid="ref35">Puillandre et al., 2012</xref>), with a minimum gap width of 0.1, employing the Kimura 2-parameter model and 50 screening steps. For the mPTP approach, 50&#x202F;million generations were employed with MCM or ML algorithm, with sampling every 1,000 generations, using the minimum branch length calculated from each tree. For the GMYC analysis, an ultrametric tree was constructed on BEAST2 v2.7.7 (<xref ref-type="bibr" rid="ref3">Bouckaert et al., 2014</xref>), setting the gamma site model with GTR&#x202F;+&#x202F;G&#x202F;+&#x202F;I as substitution, the Yule prior with a relaxed molecular clock, and Markov Chain Monte Carlo (MCMC) run for 50&#x202F;million generations, sampled every 1,000 generations. Convergence and effective sample size (ESS) higher than 200 was checked using Tracer v.1.7.2 (<xref ref-type="bibr" rid="ref37">Rambaut et al., 2018</xref>) and the maximum credibility clade tree was obtained with Treeannotator v2.7.7 (<xref ref-type="bibr" rid="ref3">Bouckaert et al., 2014</xref>) applying the mean heights parameter and discarding the first 10% of the trees as burn-in period. The resulting tree was then imported into the R environment and the GMYC analysis was performed using the <italic>splits</italic> package using the single threshold approach (<xref ref-type="bibr" rid="ref10">Fujisawa and Barraclough, 2013</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="sec6">
<label>3</label>
<title>Results</title>
<sec id="sec7">
<label>3.1</label>
<title>Morphological features</title>
<p>The hazelnut samples collected in orchards located in the Viterbo area from NGN symptomatic plants showed the presence of orange to light brown sporodochia on the fruit surface, indicating active fungal growth; these fruiting structures contained numerous hyaline, multiseptate, crescent-shaped macroconidia (<xref ref-type="fig" rid="fig1">Figure 1</xref>). The isolations done from the inner kernel tissues consistently yielded <italic>Fusarium</italic> from all the samples examined; a total of 17 isolates were recovered and stored in pure culture for the subsequent assessments. Four more <italic>Fusarium</italic> isolates exhibiting similar morphological features were recovered in the Krak&#x00F3;w area, respectively two from hazelnut and two from linden tree, within the cooperative work in progress concerning endophytic associates of forest trees (<xref ref-type="bibr" rid="ref28">Nicoletti and Zimowska, 2023</xref>). Notably, no symptoms referable to NGN were observed in the course of inspections carried out in Southern Poland in summer 2025.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Symptomatic hazelnuts showing <italic>Fusarium</italic> sporodochia and macroconidia.</p>
</caption>
<graphic xlink:href="fmicb-16-1741069-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Dried hazelnuts with a close-up showing a magnified view of a grey and orange texture on one nut. The right panel displays numerous elongated structures under a microscope, labeled as 50 micrometers.</alt-text>
</graphic>
</fig>
<p>When grown in axenic culture on PDA, the morphological characteristics of both pathogenic and endophytic isolates were comparable and consistent with the description previously reported for Polish isolates (<xref ref-type="bibr" rid="ref52">Zimowska et al., 2024</xref>). On OA, radial growth was more pronounced; however, sporulation was generally reduced, and only minor differences in colony color and morphology were observed (<xref ref-type="fig" rid="fig2">Figure 2</xref>). On SNA, abundant macroconidia were produced from monophialidic conidiogenous cells. These conidia were hyaline, multicellular, typically with three to five septa, slightly curved and tapering toward both ends. The apical cells were more distinctly curved, whereas the basal cells exhibited a characteristic foot-shaped morphology (<xref ref-type="fig" rid="fig3">Figure 3</xref>). Throughout the 14-day incubation period, no pigmentation of the medium was detected, and microconidia were not produced. Chlamydospores were absent in the Italian isolates, whereas they were consistently observed in all the Polish isolates examined (<xref ref-type="fig" rid="fig4">Figure 4</xref>). The relevant morphological features as assessed in comparison with the descriptions of the reference FCCSC species, and reported for homogeneous groups of isolates, are resumed in <xref ref-type="table" rid="tab3">Table 3</xref>.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Colony morphology of representative isolates on PDA and OA after 10-day incubation at 25&#x202F;&#x00B0;C.</p>
</caption>
<graphic xlink:href="fmicb-16-1741069-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Petri dishes containing fungal cultures labeled FUS 21, Hzk 18, FUS 18, and FUS 25. The top row shows PDA medium with varying levels of fungal growth. The bottom row displays OA medium with denser and more uniform fungal growth in each dish.</alt-text>
</graphic>
</fig>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Morphology of macroconidia of isolate FUS 21, Hzk 18, FUS 18, and FUS 25 after 2-week incubation on SNA at 25&#x202F;&#x00B0;C.</p>
</caption>
<graphic xlink:href="fmicb-16-1741069-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Microscopic images of fungal spores displayed in four adjacent sections labeled FUS 21, Hzk 18, FUS 18, and FUS 25. Each section shows numerous long, curved spores, with a scale bar indicating 50 micrometers for size reference.</alt-text>
</graphic>
</fig>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Main morphological characters of the groups of isolates delimited in the phylogenetic analysis in comparison with the related FCCSC species.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Species/strains</th>
<th align="left" valign="top">Colony description</th>
<th align="left" valign="top">Macroconidia</th>
<th align="left" valign="top">Microconidia</th>
<th align="left" valign="top">Clamydospores</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Hzn1, Hzn5</td>
<td align="left" valign="top">Colony &#x00D8; after 7&#x202F;days on PDA: 37&#x202F;mm; on OA: 75&#x202F;mm; aerial mycelium on PDA abundant and dense, floccose to wooly with crenate margin, white-cream; reverse salmon-orange. Dark gray sclerotia-like structures visible in 30-day old cultures</td>
<td align="left" valign="top">Mostly 3&#x2013;4 septate, hyaline, unequally curved; apex pointed, base foot-shaped, poorly developed. Abundantly formed at monophialidic conidiogenous cells</td>
<td align="left" valign="top">Absent</td>
<td align="left" valign="top">Chlamydospores abundant, formed quickly mainly in chains, but also single or paired, smooth-walled, intercalary, globose-subglobose to pyriform</td>
</tr>
<tr>
<td align="left" valign="top">FUS 3, FUS 11, FUS 13, FUS 14, FUS 15, FUS 21, FUS 23, FUS 24</td>
<td align="left" valign="top">Colony &#x00D8; after 7&#x202F;days on PDA: 34&#x202F;mm; on OA: 81&#x202F;mm; aerial mycelium on PDA dense, floccose to wooly with irregular margin, white-cream; reverse, light salmon with dark areas in the center. On OA abundant white floccose aerial mycelium produced with dark sclerotia, cream colored on the back</td>
<td align="left" valign="top">Abundantly formed at monophialidic conidiogenous cells on SNA, hyaline, with an average of 4&#x2013;5 septa, slightly curved, tapered at the ends; apical cells more curved, basal cells foot-like shaped</td>
<td align="left" valign="top">Absent</td>
<td align="left" valign="top">Absent</td>
</tr>
<tr>
<td align="left" valign="top">Hzk 18, Hzk 28, Ti 3, Ti 17</td>
<td align="left" valign="top">Colony &#x00D8; after 7&#x202F;days on PDA: 35&#x202F;mm; on OA: 80&#x202F;mm; aerial mycelium on PDA dense, floccose to wooly with irregular margin, white-cream; reverse salmon-orange. Dark gray sclerotia-like structures visible in 30-day old cultures</td>
<td align="left" valign="top">Mostly 4-5 septate, hyaline, slightly curved; apex pointed, base foot-shaped. Abundantly formed at monophialidic conidiogenous cells</td>
<td align="left" valign="top">Absent</td>
<td align="left" valign="top">Chlamydospores formed in older cultures mainly in chains, but also single or paired, smooth-walled, intercalary, globose or subglobose</td>
</tr>
<tr>
<td align="left" valign="top">FUS 4, FUS 7, FUS 8, FUS 12, FUS 16, FUS 18, FUS 19, FUS 22</td>
<td align="left" valign="top">Colony &#x00D8; after 7&#x202F;days on PDA: 34&#x202F;mm; on OA: 81&#x202F;mm; aerial mycelium on PDA dense, floccose to wooly with irregular margin, white-cream; reverse, light salmon with dark areas at the center. On OA abundant white floccose aerial mycelium produced with dark sclerotia, cream colored on the back</td>
<td align="left" valign="top">Abundantly formed at monophialidic conidiogenous cells on SNA, hyaline, with an average of 3-4 septa, slightly curved, tapered at the ends; apical cells more curved, basal cells foot-like shaped</td>
<td align="left" valign="top">Absent</td>
<td align="left" valign="top">Absent</td>
</tr>
<tr>
<td align="left" valign="top">FUS 25</td>
<td align="left" valign="top">Colony &#x00D8; after 7&#x202F;days on PDA: 32&#x202F;mm; on OA: 79&#x202F;mm; aerial mycelium on PDA dense, floccose to wooly with irregular margin, white-cream; reverse, light salmon with dark areas at the center. On OA abundant white floccose aerial mycelium produced with dark sclerotia, cream colored on the back</td>
<td align="left" valign="top">Abundantly formed at monophialidic conidiogenous cells on SNA, hyaline, with an average of 4 septa, sporadically with 5 septa, slightly curved, tapered at the ends; apical cells more curved, basal cells foot-like shaped</td>
<td align="left" valign="top">Absent</td>
<td align="left" valign="top">Absent</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Fusarium celtidicola</italic><break/>(<xref ref-type="bibr" rid="ref40">Shang et al., 2018</xref>)</td>
<td align="left" valign="top">Colony &#x00D8; after 7&#x202F;days on PDA: 2.5&#x2013;4&#x202F;mm; aerial mycelium on PDA white to yellowish or vinaceous, edge crenate, flat or effuse. Colonies white above, reddish at the center, reverse reddish-white</td>
<td align="left" valign="top">3&#x2013;5-septate, hyaline, naviculate to falcate, beak at the base</td>
<td align="left" valign="top">Absent</td>
<td align="left" valign="top">Chlamydospores ellipsoidal to pyriform, single or chain inter the hyphae</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Fusarium juglandicola</italic><break/>(<xref ref-type="bibr" rid="ref6">Crous et al., 2022</xref>)</td>
<td align="left" valign="top">Colonies on PDA white to pale luteous on surface and reverse</td>
<td align="left" valign="top">(1&#x2013;)3&#x2013;4(&#x2013;5)-septate, falcate, moderately dorsiventrally curved with almost parallel sides, tapering toward the ends, with a blunt to slightly hooked, somewhat curved apical cell and papillate to well-developed, foot-shaped basal cell</td>
<td align="left" valign="top">Absent</td>
<td align="left" valign="top">Absent</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Fusarium aconidiale</italic><break/>(<xref ref-type="bibr" rid="ref6">Crous et al., 2022</xref>)</td>
<td align="left" valign="top">Colonies on PDA white to rosy buff, flat, wooly to cottony with radial patches of white aerial mycelium, reverse white to pale rosy buff</td>
<td align="left" valign="top">3(&#x2013;5)-septate, falcate, straight to moderately curved, tapering toward the base, apical cell equally sized than the adjacent cell, curved to hooked; basal cell well developed, foot-shaped, rarely papillate</td>
<td align="left" valign="top">Absent</td>
<td align="left" valign="top">Absent</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Chlamydospores of isolate Hzk 18 produced on SNA after 2-week incubation at 25&#x202F;&#x00B0;C. Scale bar&#x202F;=&#x202F;10&#x202F;&#x03BC;m.</p>
</caption>
<graphic xlink:href="fmicb-16-1741069-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Microscopic view shows a cluster of yeast cells with budding structures. The image has a scale bar indicating 10 micrometers for reference. The cells appear translucent and have visible internal granules.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec8">
<label>3.2</label>
<title>Phylogenetic and species delimitation analyses</title>
<p>The phylogenetic analysis based on the selected DNA markers (<xref ref-type="fig" rid="fig5">Figure 5</xref>) confirmed that all strains analyzed belong to the <italic>Fusarium citricola</italic> species complex (FCCSC), although they exhibit a certain degree of intra-clade variation. The 17 strains collected from the Viterbo area are positioned in the lower portion of the dendrogram and form four main clusters. The first cluster consists exclusively of isolate FUS 25; the second includes the type strain of <italic>F. aconidiale</italic> together with isolate PT, previously assigned to the FTSC (<xref ref-type="bibr" rid="ref47">Turco et al., 2021</xref>); the third group includes <italic>F. celtidicola</italic> and the endophytic isolates from the Lublin area; and the fourth occupies an intermediate position, encompassing <italic>F. juglandicola</italic> and the isolates from the Krak&#x00F3;w area. As a whole, the FCCSC and its related isolates are clearly separated from the rest of the strains, reinforcing their distinction from the FTSC.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Species delimitation of the combined <italic>tef-1</italic> and <italic>rpb2</italic> sequences of 81 <italic>Fusarium</italic> isolates according to ABGD, mPTP, and GMYC algorithms. Bootstrap values indicating the robustness of the clustering are reported as node values &#x2265;70.</p>
</caption>
<graphic xlink:href="fmicb-16-1741069-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Phylogenetic tree chart showcasing various Fusarium species and strains, labeled with identifiers like FTSC and FUS. It includes percentage values indicating branch support. To the right, color-coded matrices represent clustering results from mPTP, ABGD, and GMYC analyses.</alt-text>
</graphic>
</fig>
<p>This separation is consistently supported by all the three independent species-delimitation algorithms (<xref ref-type="fig" rid="fig5">Figure 5</xref>). In fact, both mPTP and ABGD assigned all the 21 isolates to a single species-level unit, whereas GMYC identified three distinct entities. The first GMYC group comprised a single NGN isolate (FUS 25), which forms an independent lineage congruent with its unique placement in the phylogenetic tree. The second group included eight Italian NGN isolates, all the Polish isolates, and the strains identified as <italic>F. celtidicola</italic> and <italic>F. juglandicola</italic>. The third cluster encompassed the remaining NGN isolates, including isolate PT, isolate IHEM 28077, and the type strain of <italic>F. aconidiale</italic>. All the three delimitation methods consistently recognized <italic>F. citricola</italic> and <italic>F. salinense</italic> as distinct species, but the placement of isolate ZLVG982 was discordant. In the ABGD analysis this isolate grouped with <italic>F. salinense</italic>, whereas in both mPTP and GMYC it formed an independent lineage, supporting our earlier inference that it may represent a separate, as-yet undescribed species (<xref ref-type="bibr" rid="ref52">Zimowska et al., 2024</xref>).</p>
<p>Within the FTSC, the three algorithms are generally concordant, consistently recovering well-supported clades corresponding to <italic>F. acuminatum, F. tricinctum, F. torulosum, F. reticulatum, F</italic>. <italic>avenaceum</italic>, and <italic>F. gamsii.</italic> Minor discrepancies concern the discrimination among <italic>F. iranicum</italic>, <italic>F. flocciferum</italic> and FTSC 24, which were grouped as a single taxon by all three delimitation methods, as well as isolate FTSC 21, which clustered together with <italic>F. avenaceum</italic> into a single operational unit in the GMYC analysis. Also noteworthy was the case of FTSC 25, represented by a single strain, which was placed in an intermediate position at a seemingly equal phylogenetic distance from both the FCCSC and the other FTSC lineages. This finding, consistent with our previous phylogenetic results (<xref ref-type="bibr" rid="ref1">Becchimanzi et al., 2025</xref>), deserves further examination if additional isolates belonging to this provisional taxon become available.</p>
</sec>
<sec id="sec9">
<label>3.3</label>
<title>In-depth investigation of K2P genetic distance</title>
<p>Pairwise Kimura 2-parameter (K2P) distance matrices derived from the ABGD analysis confirmed a clear discontinuity between the FCCSC and FTSC species complexes (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure 1</xref>). Inter-complex distances ranged from 0.0614 to 0.0955, with a median of 0.0767, delineating a clear barcode gap that separates the two complexes (<xref rid="SM1" ref-type="supplementary-material">Supplementary Table 2</xref>). By contrast, intra-complex distances were much smaller: within the FTSC, distances were higher (Q3&#x202F;=&#x202F;0.0406, i.e., the 75th percentile of the dataset, meaning that 75% of all pairwise distances are smaller than this value and 25% are larger; max&#x202F;=&#x202F;0.0560), reflecting greater internal structuring associated to several distinct, recognized species-level entities. Within the FCCSC, values remained very low, with a median of 0.0036, Q3 of 0.0229 and max distance of 0.0279 (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure 2</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Table 2</xref>). These results confirm a strong genetic separation between the two complexes, with no overlap between their intra- and inter-group distance distributions. This absence of overlap represents a clear &#x201C;barcode gap&#x201D;, quantitatively reinforcing the distinct evolutionary identity of the FCCSC and its separation from the FTSC.</p>
<p>When going deeper into the FCCSC, the K2P distance matrix revealed a cohesive but internally structured lineage composed of four genetic groups: <italic>F. citricola</italic>, <italic>F. salinense</italic>, <italic>Fusarium</italic> sp. ZLVG982, and a larger assemblage including <italic>F. aconidiale</italic>, <italic>F. celtidicola</italic>, <italic>F. juglandicola</italic>, and the Italian and Polish isolates (referred to as &#x201C;the FCCSC comprehensive taxon, or FCCSC-CT&#x201D;), in line with our previous phylogenetic consideration. Pairwise distances within these groups were uniformly low, with no variation observed in <italic>F. citricola</italic> (all distances&#x202F;=&#x202F;0, indicating that these five isolates are genetically identical for the loci analyzed), and slight variability observed in <italic>F. salinense</italic> (median&#x202F;=&#x202F;0.0048; max&#x202F;=&#x202F;0.0048) and in FCCSC-CT isolates (median&#x202F;=&#x202F;0.0024; Q3&#x202F;=&#x202F;0.0036, max&#x202F;=&#x202F;0.0060). Between-group comparison within the FCCSC also yielded very low divergence, with median values ranging from 0.016 to 0.023 K2P (<xref rid="SM1" ref-type="supplementary-material">Supplementary Table 2</xref>). The smallest inter-group distance was recorded between ZLVG982 and <italic>F. salinense</italic> (median&#x202F;=&#x202F;0.0144), whereas the largest occurred between <italic>F. citricola</italic> and <italic>F. salinense</italic> (median&#x202F;=&#x202F;0.0230). The FCCSC-CT consistently showed low differentiation from all the other FCCSC subgroups (median&#x202F;=&#x202F;0.0168-0.0229). Their internal distances (median&#x202F;=&#x202F;0.0024) fall well within the expected intraspecific range, while their inter-group divergences (0.017-0.023) suggest incipient speciation rather than established separation. Collectively, these data indicate that the FCCSC-CT constitutes a single, genetically cohesive lineage distinct from, but closely related to, <italic>F. citricola</italic>, <italic>F. salinense</italic> and ZLVG982; together, they form a compact species complex characterized by shallow internal divergence and strong inter-complex separation. Regarding FTSC 25, which is intermediate between FTSC and FCCSC, the distance indicates that this provisional taxon is genetically closer to the former complex. Specifically, the distances from the FTSC were: min distance&#x202F;=&#x202F;0.0333, max distance&#x202F;=&#x202F;0.0560, and median&#x202F;=&#x202F;0.0430; while higher values could be determined toward the FCCSC: min distance&#x202F;=&#x202F;0.0674, max distance&#x202F;=&#x202F;0.0739, and median&#x202F;=&#x202F;0.0700.</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec10">
<label>4</label>
<title>Discussion</title>
<p>The genus <italic>Fusarium</italic> includes a highly diverse assemblage of plant pathogens, endophytes, and saprotrophs occupying a wide range of ecological niches. Its remarkable morphological plasticity and the frequent occurrence of cryptic species have long complicated species delimitation (<xref ref-type="bibr" rid="ref45">Summerell, 2019</xref>; <xref ref-type="bibr" rid="ref6">Crous et al., 2022</xref>). Traditional morphology-based identification is often unreliable, as diagnostic traits may vary with culture conditions or overlap among distinct taxa. The introduction of molecular tools has greatly refined <italic>Fusarium</italic> taxonomy, leading to the recognition of several major species complexes through multilocus phylogenetic approaches (<xref ref-type="bibr" rid="ref31">O&#x2019;Donnell et al., 2015</xref>; <xref ref-type="bibr" rid="ref22">Lombard et al., 2015</xref>). However, despite these advances, many recently described species are still based on a limited number of isolates, raising questions about the robustness of their typification and the stability of species boundaries.</p>
<p>Among these, the FCCSC represents one of the most recently delineated and least resolved groups, characterized by low interspecific divergence and overlapping morphological features (<xref ref-type="bibr" rid="ref6">Crous et al., 2022</xref>; <xref ref-type="bibr" rid="ref5">Costa et al., 2024</xref>). Within this framework, the present study provides an integrative assessment of FCCSC isolates from Italy and Poland associated with hazelnut, combining morphological observations with phylogenetic inference and three complementary species delimitation methods.</p>
<p>Consistent with previous uncertainties, morphological variation was observed among the analyzed isolates, none of which fully matched the original descriptions of <italic>F. celtidicola</italic>, <italic>F. juglandicola</italic>, or <italic>F. aconidiale</italic> (<xref ref-type="bibr" rid="ref40">Shang et al., 2018</xref>; <xref ref-type="bibr" rid="ref6">Crous et al., 2022</xref>). Moreover, the uneven micromorphological traits did not correspond clearly to their phylogenetic distribution. The cluster centered on the type strain of <italic>F. celtidicola</italic> included isolates lacking microconidia and medium pigmentation, with only a few producing chlamydospores. Conversely, the four endophytic isolates associated with <italic>F. juglandicola</italic> all produced chlamydospores, a feature absent from the species&#x2019; original description. Finally, the eight isolates related to <italic>F. aconidiale</italic> were most consistent with its morphological profile, although they exhibited macroconidia with a lower average number of septa.</p>
<p>The examination of phylogenetic relationships through genetic distances and species delimitation analyses does not support the current discrimination among these species within the FCCSC. Delimiting species boundaries in recently diversified fungal lineages is inherently challenging, particularly in complexes such as the FCCSC, where low sequence divergence, incomplete lineage sorting, and possible gene flow can obscure the evolutionary patterns, as observed in other <italic>Fusarium</italic> species complex (<xref ref-type="bibr" rid="ref30">O&#x2019;Donnell et al., 2009</xref>; <xref ref-type="bibr" rid="ref50">Vu et al., 2019</xref>). To explore these boundaries, we applied three complementary species delimitation algorithms, ABGD, mPTP, and GMYC, each based on distinct theoretical and evolutionary assumptions. Although they produced partially divergent outcomes, their combined results provide a coherent picture of a genetically cohesive yet internally structured species complex.</p>
<p>The more conservative ABGD and mPTP methods identified a single species-level taxonomic unit including all isolates within the FCCSC, since they failed to detect any significant gap and branching rate shifts within the FCCSC isolates, while clearly discriminating between the two complexes.</p>
<p>Despite being designed to infer species boundaries using a single-locus gene tree, the GMYC model (<xref ref-type="bibr" rid="ref10">Fujisawa and Barraclough, 2013</xref>) has been extensively used in defining species boundaries in several taxonomic groups using concatenated loci (<xref ref-type="bibr" rid="ref19">Liu et al., 2016</xref>; <xref ref-type="bibr" rid="ref23">Luo et al., 2018</xref>; <xref ref-type="bibr" rid="ref1102">Hil&#x00E1;rio et al., 2021</xref>; <xref ref-type="bibr" rid="ref8">Dissanayake et al., 2024</xref>; <xref ref-type="bibr" rid="ref1101">Zapata et al., 2024</xref>). Here, GMYC splits the FCCSC-CT into three subgroups, most likely identifying subpopulation structures, rather than real differentiated species. This finer subdivision is consistent with the model&#x2019;s sensitivity to shallow population-level divergence and has been frequently reported in other <italic>Fusarium</italic> complexes where recent diversification conceals clear species boundaries (<xref ref-type="bibr" rid="ref22">Lombard et al., 2015</xref>; <xref ref-type="bibr" rid="ref6">Crous et al., 2022</xref>). The different outcomes among the three algorithms reflect their distinct underlying principles. While the distance- and rate-based methods (ABGD and mPTP) emphasize clear genetic discontinuities, the coalescent-based GMYC is more sensitive to recent divergence and population structure. The slight over-splitting observed with GMYC has similarly been reported in other <italic>Fusarium</italic> complexes such as the <italic>F. incarnatum&#x2013;equiseti</italic> and <italic>F. tricinctum</italic> s.c. (<xref ref-type="bibr" rid="ref26">Marin-Felix et al., 2019</xref>; <xref ref-type="bibr" rid="ref51">Xia et al., 2019</xref>).</p>
<p>Quantitative analyses of K2P distances independently supported the species delimitation results, confirming a clear genetic gap between the FCCSC and the FTSC. Inter-complex distances were more than three times higher than those observed within the FCCSC, underscoring their distinct evolutionary separation.</p>
<p>Within the FCCSC, genetic variation remained minimal: intra-group distances were an order of magnitude lower (median&#x202F;=&#x202F;0.002&#x2013;0.005) than the interspecific thresholds typically recognized for <italic>Fusarium</italic> (0.04&#x2013;0.06; <xref ref-type="bibr" rid="ref50">Vu et al., 2019</xref>), indicating strong internal cohesion. Four main genetic clusters were identified, <italic>F. citricola</italic>, <italic>F. salinense</italic>, <italic>Fusarium</italic> sp. ZLVG982, and the broad FCCSC-CT assemblage. The latter group displayed very shallow divergence consistent with intraspecific variability rather than distinct speciation, in line with the GMYC results. Isolate ZLVG982 from Slovenia occupied an intermediate position, suggesting an incipient lineage possibly reflecting early divergence or limited geographic isolation. Overall, the concordant outcomes of ABGD and mPTP, supported by low K2P distances, indicate that the FCCSC represents a single monophyletic lineage with shallow but structured intraspecific diversity.</p>
<p>However, as the analyses were based on two loci (<italic>tef1-&#x03B1;</italic> and <italic>rpb2</italic>) and on a defined number of Italian and Polish isolates, additional genomic data, together with an expanded sampling across hosts and regions, will be essential to determine whether the observed variability reflects early speciation or polymorphism within a recently diversified species complex. To the best of our knowledge, the present study was comprehensive of all the strains currently ascribed to the three species in question within the FCCSC. <italic>Fusarium juglandicola</italic> has also been identified in Poland in leaves of mistletoe (<italic>Viscum album</italic> subsp. <italic>austriacum</italic>) (<xref ref-type="bibr" rid="ref14">Jankowiak et al., 2023</xref>) and on diseased stems of pedunculate oak (<italic>Quercus robur</italic>) seedlings (<xref ref-type="bibr" rid="ref15">Jankowiak et al., 2025</xref>), as well as in Slovakia on larvae and inside galls of the cecidomyid midges <italic>Asphondylia echii</italic> and <italic>Lasioptera rubi</italic> (<xref ref-type="bibr" rid="ref36">Pyszko et al., 2024</xref>); unfortunately, the pair of marker sequences required for phylogenetic assessments were not available in GenBank for including these strains in our analyses. Despite these limitations, the close genetic relatedness of isolates collected from both cultivated and wild hosts suggests that members of the FCCSC are widespread and potentially share an endophytic phase in hazelnut. In line with the recent observations by <xref ref-type="bibr" rid="ref5">Costa et al. (2024)</xref>, many strains previously classified as <italic>F. lateritium</italic> likely belong to the FCCSC, reinforcing the need for a comprehensive taxonomic revision and a re-evaluation of the species boundaries among <italic>F. celtidicola</italic>, <italic>F. juglandicola</italic>, and <italic>F. aconidiale</italic>.</p>
</sec>
<sec sec-type="conclusions" id="sec11">
<label>5</label>
<title>Conclusion</title>
<p>The results of this study provide new insights into the taxonomy of the FCCSC, demonstrating that the currently accepted separation among <italic>F. aconidiale</italic>, <italic>F. celtidicola</italic>, and <italic>F. juglandicola</italic> is not supported by molecular and distance-based evidence. Phylogenetic reconstruction, species delimitation analyses (ABGD, mPTP, and GMYC), and pairwise K2P distance comparisons consistently indicate that these taxa, together with the Italian and Polish isolates, form a single, genetically cohesive lineage characterized by shallow but structured intraspecific diversity. While ABGD and mPTP converged on a single species-level unit, GMYC detected limited substructure likely reflecting population-level differentiation or incomplete lineage sorting.</p>
<p>These findings highlight that, although the FCCSC is clearly distinct from the FTSC, internal diversification within the FCCSC remains below the interspecific thresholds typically recognized for <italic>Fusarium</italic>. The observed genetic cohesion suggests that several taxa currently regarded as separate species may instead represent variants of a single evolutionary lineage. More broadly, the study illustrates that while species boundaries in some <italic>Fusarium</italic> s.c. are robust and reproducible across methods, others remain ambiguous. This underscores the need to expand taxon sampling and adopt integrative approaches that combine molecular, morphological, and ecological data. In this respect, distance-based and model-based species delimitation algorithms provide a valuable framework for reassessing recently described taxa and for verifying the stability of species boundaries as the ongoing exploration of <italic>Fusarium</italic> diversity continues.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec12">
<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 at: <ext-link xlink:href="https://www.ncbi.nlm.nih.gov/genbank/" ext-link-type="uri">https://www.ncbi.nlm.nih.gov/genbank/</ext-link>, several.</p>
</sec>
<sec sec-type="author-contributions" id="sec13">
<title>Author contributions</title>
<p>FB: Writing &#x2013; review &#x0026; editing, Visualization, Writing &#x2013; original draft, Formal analysis, Methodology, Data curation, Investigation. ST: Visualization, Formal analysis, Data curation, Validation, Supervision, Methodology, Writing &#x2013; review &#x0026; editing, Conceptualization, Writing &#x2013; original draft, Investigation. NU: Formal analysis, Methodology, Investigation, Writing &#x2013; review &#x0026; editing. BA: Writing &#x2013; review &#x0026; editing, Methodology, Data curation. AC: Methodology, Investigation, Writing &#x2013; review &#x0026; editing. AM: Writing &#x2013; review &#x0026; editing, Conceptualization, Supervision. RN: Conceptualization, Funding acquisition, Writing &#x2013; review &#x0026; editing, Supervision, Writing &#x2013; original draft. LM: Methodology, Data curation, Supervision, Writing &#x2013; review &#x0026; editing. BZ: Writing &#x2013; original draft, Methodology, Conceptualization.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The research was carried out within the framework of the Ministry for University and Research (MUR) initiative &#x201C;Department of Excellence&#x201D; (Law 232/2016) DAFNE Project 2023-27 &#x201C;Digital, Intelligent, Green and Sustainable&#x201D; (acronym: D. I. Ver. So). All the bioinformatics calculations and analyses were performed at the DAFNE HPC Scientific Computing Center of the Universit&#x00E0; degli Studi della Tuscia. Part of this research was carried out within the supply chain project &#x201C;Quantitative valorization of dried fruit (hazelnuts, almonds, chestnuts and walnuts)&#x201D; in collaboration with ASSOFRUTTI.</p>
</ack>
<sec sec-type="COI-statement" id="sec14">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="ai-statement" id="sec15">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec16">
<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 sec-type="supplementary-material" id="sec17">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2025.1741069/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2025.1741069/full#supplementary-material</ext-link></p>
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</sec>
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<fn fn-type="custom" custom-type="edited-by" id="fn0003">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/535252/overview">Debasis Mitra</ext-link>, Graphic Era University, India</p>
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<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/302816/overview">Lukasz Stepien</ext-link>, Polish Academy of Sciences, Poland</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1180828/overview">Caterina Morcia</ext-link>, Council for Agricultural and Economics Research, Italy</p>
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