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<article article-type="research-article" xml:lang="en" dtd-version="1.4"><?da-xref-anchor-style superscripted?><processing-meta base-tagset="archiving" mathml-version="3.0" table-model="xhtml" tagset-family="jats"><restricted-by>pmc</restricted-by></processing-meta><front><journal-meta><journal-id journal-id-type="nlm-ta">Sci Rep</journal-id><journal-id journal-id-type="iso-abbrev">Sci Rep</journal-id><journal-id journal-id-type="pmc-domain-id">1579</journal-id><journal-id journal-id-type="pmc-domain">scirep</journal-id><journal-id journal-id-type="nlm-id">101563288</journal-id><journal-title-group><journal-title>Scientific Reports</journal-title></journal-title-group><issn pub-type="epub">2045-2322</issn><?publisher_abbrev naturepg?><publisher><publisher-name>Nature Publishing Group</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="pmcid">PMC13246782</article-id><article-id pub-id-type="pmcid-ver">PMC13246782.1</article-id><article-id pub-id-type="pmcaid">13246782</article-id><article-id pub-id-type="pmcaiid">13246782</article-id><article-id pub-id-type="pmid">41991617</article-id><article-id pub-id-type="doi">10.1038/s41598-026-47998-2</article-id><article-id pub-id-type="publisher-id">47998</article-id><article-version article-version-type="pmc-version">1</article-version><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title-group><article-title>Dual RNA sequencing reveals the transcriptomic and cellular response of <italic toggle="yes">Cannabis sativa</italic> to infection by the fungal pathogen <italic toggle="yes">Sclerotinia sclerotiorum</italic></article-title></title-group><contrib-group><contrib contrib-type="author"><name name-style="western"><surname>Cale</surname><given-names initials="NL">Natalie L.</given-names></name><xref ref-type="aff" rid="Aff1">1</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Swiderek</surname><given-names initials="RE">Rylee E.</given-names></name><xref ref-type="aff" rid="Aff1">1</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Walker</surname><given-names initials="PL">Philip L.</given-names></name><xref ref-type="aff" rid="Aff2">2</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Ziegler</surname><given-names initials="DJ">Dylan J.</given-names></name><xref ref-type="aff" rid="Aff3">3</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Castillo</surname><given-names initials="B">Brigo</given-names></name><xref ref-type="aff" rid="Aff1">1</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Robertson</surname><given-names initials="SM">Sean M.</given-names></name><xref ref-type="aff" rid="Aff1">1</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Wilkins</surname><given-names initials="O">Olivia</given-names></name><xref ref-type="aff" rid="Aff1">1</xref></contrib><contrib contrib-type="author" corresp="yes"><name name-style="western"><surname>Belmonte</surname><given-names initials="MF">Mark F.</given-names></name><address><email>Mark.Belmonte@umanitoba.ca</email></address><xref ref-type="aff" rid="Aff1">1</xref></contrib><aff id="Aff1"><label>1</label><institution-wrap><institution-id institution-id-type="ROR">https://ror.org/02gfys938</institution-id><institution-id institution-id-type="GRID">grid.21613.37</institution-id><institution-id institution-id-type="ISNI">0000 0004 1936 9609</institution-id><institution>Department of Biological Sciences, </institution><institution>University of Manitoba, </institution></institution-wrap>Winnipeg, MB Canada </aff><aff id="Aff2"><label>2</label><institution-wrap><institution-id institution-id-type="ROR">https://ror.org/051dzs374</institution-id><institution-id institution-id-type="GRID">grid.55614.33</institution-id><institution-id institution-id-type="ISNI">0000 0001 1302 4958</institution-id><institution>Morden Research and Development Centre, </institution><institution>Agriculture and Agri-Food Canada, </institution></institution-wrap>Morden, MB Canada </aff><aff id="Aff3"><label>3</label><institution-wrap><institution-id institution-id-type="ROR">https://ror.org/04s5mat29</institution-id><institution-id institution-id-type="GRID">grid.143640.4</institution-id><institution-id institution-id-type="ISNI">0000 0004 1936 9465</institution-id><institution>Department of Biology, </institution><institution>University of Victoria, </institution></institution-wrap>Victoria, BC Canada </aff></contrib-group><pub-date pub-type="epub"><day>16</day><month>4</month><year>2026</year></pub-date><pub-date pub-type="collection"><year>2026</year></pub-date><volume>16</volume><issue-id pub-id-type="pmc-issue-id">503847</issue-id><elocation-id>17739</elocation-id><history><date date-type="received"><day>7</day><month>7</month><year>2025</year></date><date date-type="accepted"><day>6</day><month>4</month><year>2026</year></date></history><pub-history><event event-type="pmc-release"><date><day>16</day><month>04</month><year>2026</year></date></event><event event-type="pmc-live"><date><day>10</day><month>06</month><year>2026</year></date></event><event event-type="pmc-last-change"><date iso-8601-date="2026-06-10 10:25:18.260"><day>10</day><month>06</month><year>2026</year></date></event></pub-history><permissions><copyright-statement>© Crown 2026</copyright-statement><copyright-year>2026</copyright-year><license><ali:license_ref xmlns:ali="http://www.niso.org/schemas/ali/1.0/" specific-use="textmining" content-type="ccbylicense">https://creativecommons.org/licenses/by/4.0/</ali:license_ref><license-p><bold>Open Access</bold> This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">http://creativecommons.org/licenses/by/4.0/</ext-link>.</license-p></license></permissions><self-uri xmlns:xlink="http://www.w3.org/1999/xlink" content-type="pmc-pdf" xlink:href="41598_2026_Article_47998.pdf"><?pdf-name 41598_2026_Article_47998.pdf?><?pdf-size 5729837?><?pdf-md5 19009f3a32104df6d83c42dd3840d912?><?pdf-image-server-status NEVER_LOAD?><?pdf-cloudpmc-urn urn:app:7fef/13246782/19009f3a3210/41598_2026_Article_47998.pdf?></self-uri><abstract id="Abs1" abstract-type="unstructured"><p id="Par1">Known to infect more than 600 plant species worldwide, <italic toggle="yes">Sclerotinia sclerotiorum</italic> is a necrotrophic fungal pathogen, and the causative agent of white mold. With recent infection reports documented across North America, <italic toggle="yes">Cannabis sativa</italic> is known to be susceptible to <italic toggle="yes">Sclerotinia</italic> infection. Resulting from legal constraints associated with <italic toggle="yes">C. sativa</italic>, little is known about the <italic toggle="yes">Cannabis-Sclerotinia</italic> pathosystem, particularly in how the plant responds to pathogen attack at the cellular and molecular levels. Our anatomical study revealed initial infection and degradation of the epidermis and cortical parenchyma, followed by widespread infection of the vascular phloem. Dual RNA sequencing of the <italic toggle="yes">C. sativa</italic> cola provided a detailed transcriptomic profile of this pathosystem directly at the site of infection over time. Differential gene expression analysis revealed large-scale transcriptional shifts resulting from rapid infection. Gene ontology term enrichment identified processes associated with plant defense and signal transduction cascades during <italic toggle="yes">C. sativa</italic> infection while processes associated with redox control and sugar catabolism were enriched in the <italic toggle="yes">S. sclerotiorum</italic> pathogen. Taken together, this study revealed transcriptional reprogramming in both the host plant and fungal pathogen associated with floral infection in space and time.</p><sec><title>Supplementary Information</title><p>The online version contains supplementary material available at 10.1038/s41598-026-47998-2.</p></sec></abstract><kwd-group kwd-group-type="npg-subject"><title>Subject terms</title><kwd>Microbiology</kwd><kwd>Molecular biology</kwd><kwd>Plant sciences</kwd></kwd-group><funding-group><award-group><funding-source><institution-wrap><institution-id institution-id-type="FundRef">https://doi.org/10.13039/501100000038</institution-id><institution>Natural Sciences and Engineering Research Council of Canada</institution></institution-wrap></funding-source></award-group></funding-group><custom-meta-group><custom-meta><meta-name>pmc-status-qastatus</meta-name><meta-value>0</meta-value></custom-meta><custom-meta><meta-name>pmc-status-live</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-status-embargo</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-status-released</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-open-access</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-olf</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-manuscript</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-legally-suppressed</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-has-pdf</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-has-supplement</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-pdf-only</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-suppress-copyright</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-is-real-version</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-is-scanned-article</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-preprint</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-in-epmc</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-license-ref</meta-name><meta-value>CC BY</meta-value></custom-meta><custom-meta><meta-name>issue-copyright-statement</meta-name><meta-value>© Springer Nature Limited 2026</meta-value></custom-meta></custom-meta-group></article-meta></front><body><sec id="Sec1"><title>Introduction</title><p id="Par2"><italic toggle="yes">Cannabis sativa</italic> L. (hereafter referred to as <italic toggle="yes">Cannabis or C. sativa)</italic> is believed to have originated in Central Asia<sup><xref ref-type="bibr" rid="CR1">1</xref>,<xref ref-type="bibr" rid="CR2">2</xref></sup> and remains one of the most widely cultivated, yet controversial plants grown worldwide<sup><xref ref-type="bibr" rid="CR3">3</xref></sup>. Grown for its fibre, medicinal, and psychoactive properties, <italic toggle="yes">Cannabis</italic> quickly spread throughout Asia and Europe, and today is grown and sold internationally both legally and illegally<sup><xref ref-type="bibr" rid="CR4">4</xref></sup>. <italic toggle="yes">C. sativa</italic> is a diploid (2n = 20) and dioecious flowering plant species, one of few plants to use an XY chromosomal system of sex differentiation, with a male determining Y <sup><xref ref-type="bibr" rid="CR2">2</xref>,<xref ref-type="bibr" rid="CR5">5</xref></sup>. Female inflorescences, specifically the bracts of the flowers, are densely covered in resin-containing secretory glandular trichomes, the site of cannabinoid and terpene biosynthesis and storage<sup><xref ref-type="bibr" rid="CR6">6</xref>–<xref ref-type="bibr" rid="CR8">8</xref></sup>. Δ<sup>9</sup>-tetrohydrocannabinolic acid (THCA) and cannabidiolic acid (CBDA) are examples of psychoactive and non-psychoactive cannabinoids found within the resin of <italic toggle="yes">C. sativa</italic> secretory glandular trichomes. Along with high levels of mono- and sesquiterpenes which impart scent and flavour characteristics, the composition of this metabolite-rich resin greatly influences <italic toggle="yes">Cannabis</italic> consumer preference<sup><xref ref-type="bibr" rid="CR6">6</xref>,<xref ref-type="bibr" rid="CR9">9</xref>,<xref ref-type="bibr" rid="CR10">10</xref></sup>. In other plant species, terpenes are known to serve various roles ranging from attracting beneficial pollinators, to serving as chemical deterrents to herbivores, though how these secondary metabolites specifically benefit <italic toggle="yes">C. sativa</italic> has yet to be explored<sup><xref ref-type="bibr" rid="CR11">11</xref>,<xref ref-type="bibr" rid="CR12">12</xref></sup>. As the female inflorescence is the region of highest glandular trichome density, and thus cannabinoid/terpene-containing resin, it is this structure that is harvested for retail drug sale and is the focus of this study.</p><p id="Par3">In October of 2018, Canada became the second country to legalize <italic toggle="yes">C. sativa</italic> for non-medical use and retail sale<sup><xref ref-type="bibr" rid="CR13">13</xref>,<xref ref-type="bibr" rid="CR14">14</xref></sup>, and as of March 2024, its registered growing area in Canada was reported at 1.39 and 6.24 million m<sup>2</sup> for indoor and outdoor growing area, respectively<sup><xref ref-type="bibr" rid="CR15">15</xref></sup>. Recently, emerging diseases of <italic toggle="yes">C. sativa</italic> have been reported because of this extensive cultivation. Reports of <italic toggle="yes">S. sclerotiorum</italic>, the causal agent of white mold, have been described in field and greenhouse settings across North America, and has resulted in the pathogen being deemed an emerging concern for both the medicinal <italic toggle="yes">Cannabis</italic> and industrial hemp industries<sup><xref ref-type="bibr" rid="CR16">16</xref>–<xref ref-type="bibr" rid="CR21">21</xref></sup>. Known to infect more than 600 plant species worldwide including agricultural and horticultural crops, ornamentals, trees/shrubs and weed species, <italic toggle="yes">S. sclerotiorum</italic> is responsible for devastating yield losses<sup><xref ref-type="bibr" rid="CR22">22</xref>–<xref ref-type="bibr" rid="CR25">25</xref></sup>. Although losses in yield vary considerably based on geographic location and species, losses in favourable conditions for infection are often reported at 20–35%, although losses over 50% and up to 80–100% have been documented<sup><xref ref-type="bibr" rid="CR26">26</xref>,<xref ref-type="bibr" rid="CR27">27</xref></sup>. <italic toggle="yes">S. sclerotiorum</italic> infection is difficult to control largely due to its rapid and aggressive disease progression along with its capacity for long-term persistence in the soil in the form of sclerotia. In appropriate conditions, these sclerotia may germinate myceliogenically or carpogenically; resulting in direct host infection via mycelia or by airborne ascospores released by apothecia, respectively<sup><xref ref-type="bibr" rid="CR22">22</xref>,<xref ref-type="bibr" rid="CR27">27</xref></sup>. Studies conducted in susceptible crop species such as <italic toggle="yes">B. napus</italic> and <italic toggle="yes">Helianthus annulus</italic> (sunflower), among others, have revealed that <italic toggle="yes">S. sclerotiorum</italic> uses simple and complex appressoria in tandem with a variety of cell wall degrading enzymes, oxalic acid, and other pathogenic effectors to penetrate and degrade host plant tissues, <sup><xref ref-type="bibr" rid="CR27">27</xref>-<xref ref-type="bibr" rid="CR60">60</xref> -<xref ref-type="bibr" rid="CR30">30</xref></sup>. Ultimately, this leads to cell death, necrotic lesion formation, and eventually systemic infection and plant death<sup><xref ref-type="bibr" rid="CR31">31</xref>,<xref ref-type="bibr" rid="CR32">32</xref></sup>. While the specific lifecycle and interactions between <italic toggle="yes">S. sclerotiorum</italic> and many crop hosts have been well-documented, the lifecycle and cellular and molecular interactions of the <italic toggle="yes">C. sativa</italic> – <italic toggle="yes">S. sclerotiorum</italic> pathosystem has yet to be explored. Infection reports detailing symptoms of <italic toggle="yes">S. sclerotiorum</italic> infection in <italic toggle="yes">C. sativa</italic> have highlighted the development of friable tan/brown necrotic cankers and lesions developing on the crown, along the stem, and within the inflorescence of plants<sup><xref ref-type="bibr" rid="CR16">16</xref>,<xref ref-type="bibr" rid="CR17">17</xref>,<xref ref-type="bibr" rid="CR21">21</xref></sup>. Also documented was the presence of white mycelium and sclerotia present at the site of the lesion, as well as within the pith cavity of the stem. Despite the recent publication of these infection reports, the interaction between <italic toggle="yes">C. sativa</italic> and <italic toggle="yes">S. sclerotiorum</italic> has yet to be described at the cellular and molecular levels.</p><p id="Par4">Plants have evolved complex defense mechanisms to defend against pathogenic attack. Upon detection of specific pathogen-derived molecules, plants respond through the activation of innate immune pathways<sup><xref ref-type="bibr" rid="CR33">33</xref>,<xref ref-type="bibr" rid="CR34">34</xref></sup>. Such molecules include pathogen- or damage-associated molecular patterns (PAMPs and DAMPs, respectively) detected by pattern recognition receptors (PRRs), specifically receptor like protein kinases (RLKs), or through detection of pathogenic elicitors by nucleotide binding leucine rich repeat (NLR) receptors<sup><xref ref-type="bibr" rid="CR35">35</xref></sup>. While recognition of PAMPs/DAMPs by PRRs initiates pattern triggered immunity (PTI), pathogenic elicitor detection via NLR receptors results in the initiation of effector triggered immunity (ETI). Although PTI is generally regarded to confer immunity against non-adapted pathogens and ETI, through a more robust immune response, against host-adapted pathogens, elaborate crosstalk between pathways has been previously observed with co-induction having led to increased pathogen resistance<sup><xref ref-type="bibr" rid="CR36">36</xref>,<xref ref-type="bibr" rid="CR37">37</xref></sup>. Following pathogen recognition and immune activation, early defense responses include cellular calcium import and signal transduction cascades, reactive oxygen species (ROS) burst, and phytohormone signalling that lead to defense-related gene induction and induced resistance responses<sup><xref ref-type="bibr" rid="CR32">32</xref>,<xref ref-type="bibr" rid="CR35">35</xref>,<xref ref-type="bibr" rid="CR38">38</xref></sup>. These defense pathways include systemic acquired resistance (SAR), associated with salicylic acid (SA), and induced systemic resistance (ISR) associated with ethylene (ET) and jasmonic acid (JA)<sup><xref ref-type="bibr" rid="CR39">39</xref></sup>. Induction of SA-dependent SAR results in increased systemic pathogenesis related (PR) protein expression. Conversely, ISR induction, often activated by beneficial microbe colonization, results in the adoption of a primed defense state allowing for more rapid defense responses upon subsequent pathogen challenge<sup><xref ref-type="bibr" rid="CR40">40</xref></sup>.</p><p id="Par5">In the present work, we studied the transcriptomic response of the <italic toggle="yes">C. sativa</italic> cola to infection with <italic toggle="yes">S. sclerotiorum</italic> across a seven-day period and complemented these experiments with a detailed anatomical study of the infection process. RNA sequencing results revealed large transcriptomic shifts occurring in both the host plant and fungal pathogen. While genes involved in redox buffering and carbohydrate metabolism were enriched in <italic toggle="yes">S. sclerotiorum</italic>, <italic toggle="yes">C. sativa</italic> responded to infection through initiating facets of the plant defense response including hormone and cellular signalling cascades, the SAR response, and cell wall reinforcement activities. Host and pathogen transcriptional reprogramming aligned with degradation of host cortical and vascular phloem tissues. Together, these results serve as the first transcriptomic and cellular descriptions of <italic toggle="yes">S. sclerotiorum</italic> infection of <italic toggle="yes">C. sativa.</italic></p></sec><sec id="Sec2"><title>Results</title><sec id="Sec3"><title><italic toggle="yes">S. sclerotiorum</italic> initiates rapid infection in <italic toggle="yes">C. sativa</italic> floral tissue</title><p id="Par6">First, we performed <italic toggle="yes">S. sclerotiorum</italic> infection assays of the <italic toggle="yes">C. sativa</italic> cola to better understand disease progression over time (Fig. <xref rid="Fig1" ref-type="fig">1</xref>). At one day post inoculation (dpi) no external disease symptoms were visible (Fig. <xref rid="Fig1" ref-type="fig">1</xref>A, i-iii). At 3 dpi, we first observed floral tissue necrosis at the site of inoculation (Fig. <xref rid="Fig1" ref-type="fig">1</xref>A, iv). By 5 dpi, necrosis was observed throughout the inoculated inflorescence and had extended to the inflorescence axis, nearing the main stem of the cola (Fig. <xref rid="Fig1" ref-type="fig">1</xref>A, v). Finally, at 7 dpi, necrosis had become widespread, affecting neighbouring inflorescences of the cola and had extended down into the main stem axis (Fig. <xref rid="Fig1" ref-type="fig">1</xref>A, vi). Infected necrotized tissues were pale brown in colour, and friable. Necrotic tissue present in the interior of the cola was soft and water-soaked, while necrotic tissue found towards the exterior of the cola was dry and brittle. Alignment of RNA sequencing reads to <italic toggle="yes">S. sclerotiorum</italic> increased in infected samples as infection time progressed, while the opposite trend was observed for reads aligned to the <italic toggle="yes">C. sativa</italic> genome (Fig. <xref rid="Fig1" ref-type="fig">1</xref>B). This finding was further supported by qPCR results quantifying relative fungal load (Supplementary Figure <xref rid="MOESM1" ref-type="media">S1</xref>). Targeting <italic toggle="yes">S. sclerotiorum</italic> 18 S rDNA, data revealed <italic toggle="yes">S. sclerotiorum</italic> became more abundant in the <italic toggle="yes">C. sativa</italic> cola during the seven day infection process.</p><p id="Par7">
<fig id="Fig1" position="float" orientation="portrait"><label>Fig. 1</label><caption><p><italic toggle="yes">S. sclerotiorum</italic> infection of the <italic toggle="yes">C. sativa</italic> cola. (<bold>A</bold>) Symptom progression of <italic toggle="yes">S. sclerotiorum</italic> infection of the <italic toggle="yes">C. sativa</italic> cola up to seven days post inoculation (dpi). Whole cola (i) pictured next to trimmed cola (ii), both at time zero. Trimmed infected colas pictured at 1-, 3-, 5-, and 7 dpi indicated as iii, iv, v, and vi, respectively. Scale bar = 1 cm. (<bold>B</bold>) Percent alignment of RNA sequencing reads from infected and uninfected control samples to both the <italic toggle="yes">C. sativa</italic> and <italic toggle="yes">S. sclerotiorum</italic> genomes. Error bars correspond to standard error. (C) Dendrogram of <italic toggle="yes">C. sativa</italic> samples based off hierarchical clustering of the top 10,000 most variable genes. Height corresponds to Euclidean distance between clusters. INF = infected, UTC = untreated control.</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" id="d33e615" position="float" orientation="portrait" xlink:href="41598_2026_47998_Fig1_HTML.jpg"><?image-name 41598_2026_47998_Fig1_HTML.jpg?><?image-size 78605?><?image-md5 6a4c705a37a73c312b535641d37c209b?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 1473?><?image-original-width 1863?><?image-scaled-height 589?><?image-scaled-width 745?><?image-cloudpmc-urn urn:cdn:blobs/7fef/13246782/6a4c705a37a7/41598_2026_47998_Fig1_HTML.jpg?><?thumb-name 41598_2026_47998_Fig1_HTML.gif?><?thumb-size 3262?><?thumb-md5 16a817d9bc1c6ed976afe6e2735ab8c4?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 80?><?thumb-scaled-width 101?><?thumb-cloudpmc-urn urn:cdn:blobs/7fef/13246782/16a817d9bc1c/41598_2026_47998_Fig1_HTML.gif?></graphic></fig>
</p><p id="Par8">Global shifts in gene expression were observed in both the host plant and fungal pathogen as <italic toggle="yes">S. sclerotiorum</italic> initiated infection in <italic toggle="yes">C. sativa</italic>. Hierarchical clustering the top 10,000 most variably expressed <italic toggle="yes">C. sativa</italic> genes revealed that treatments clustered together based on infection status with the exception of the 1 dpi timepoint which remained clustered with uninfected samples (Fig. <xref rid="Fig1" ref-type="fig">1</xref>C). These results were supported by principal component analysis (PCA) of individual samples which revealed that the largest source of variation in our data was attributed to infection status (Supplementary Figure <xref rid="MOESM2" ref-type="media">S2</xref>). Furthermore, infected samples clustered into distinct groups based on time post inoculation, highlighting large shifts in gene activity as infection progressed across the seven-day infection period. Similarly, hierarchical clustering of the top 1000 most variably expressed <italic toggle="yes">S. sclerotiorum</italic> genes revealed the 1 dpi timepoint to cluster with in vitro grown <italic toggle="yes">S. sclerotiorum</italic>, while all other infection timepoints clustered distinctly (Supplementary Figure <xref rid="MOESM3" ref-type="media">S3</xref>). PCA of individual samples directly supported hierarchical clustering results (Supplementary Figure <xref rid="MOESM4" ref-type="media">S4</xref>). We validated the RNA sequencing results by comparing the relative expression of the SAR marker gene <italic toggle="yes">PATHOGENESIS RELATED PROTEIN 1</italic> (<italic toggle="yes">PR-1</italic>) using RT-qPCR. Data show <italic toggle="yes">PR1</italic> accumulates at similar levels regardless of the method used to evaluate its activity (Supplementary Figure S5).</p></sec><sec id="Sec4"><title><italic toggle="yes">S. sclerotiorum</italic> rapidly infects <italic toggle="yes">C. sativa</italic> tissues and preferentially infects phloem tissues</title><p id="Par9">To better understand the interaction between <italic toggle="yes">S. sclerotiorum</italic> and <italic toggle="yes">C. sativa</italic> we tracked fungal infection of the cola at the cellular level directly from the site of inoculation (Fig. <xref rid="Fig2" ref-type="fig">2</xref>A). At 3 dpi, the inoculation site was clearly visible, as was the extension of fungal hyphae as <italic toggle="yes">S. sclerotiorum</italic> began to infect host floral tissue. At this timepoint, sectioning of reduced leaves proximal to the inoculation site revealed the presence of fungal hyphae along the surface of the epidermis as well as within epidermal cells, palisade mesophyll and general parenchymatic tissues, and phloem tissue of the vascular bundle (Fig. <xref rid="Fig2" ref-type="fig">2</xref>B). Xylem tissues remained relatively untouched whereas the phloem showed extensive colonization by the fungus as compared to uninfected reduced leaves (Fig. <xref rid="Fig2" ref-type="fig">2</xref>B-D). While the presence of hyphae was found throughout the reduced leaf, minimal plant cell wall degradation was visible. By 7 dpi, the <italic toggle="yes">C. sativa</italic> reduced leaf showed severe degradation of all tissue layers apart from the xylem (Figs. <xref rid="Fig3" ref-type="fig">3</xref>E). Although still structurally intact, <italic toggle="yes">S. sclerotiorum</italic> hyphae were visible throughout the xylem at this timepoint. The <italic toggle="yes">C. sativa</italic> stalked glandular trichomes of the inflorescence were also infected at this timepoint (Fig. <xref rid="Fig2" ref-type="fig">2</xref>F).</p><p id="Par10">
<fig id="Fig2" position="float" orientation="portrait"><label>Fig. 2</label><caption><p><italic toggle="yes">S. sclerotiorum</italic> infection of the <italic toggle="yes">C. sativa</italic> inflorescence and infection progression in reduced leaves. (A) Longitudinal section of the <italic toggle="yes">S. sclerotiorum</italic> inoculation site (s, white arrow) three days post inoculation. Trichomes (tr) are visible throughout the inflorescence. Scale bar = 100 μm. (B) Longitudinal section of the reduced leaf within the inflorescence. <italic toggle="yes">S. sclerotiorum</italic> hyphae (s, white arrow) found in epidermis (epi), parenchyma (par), and vascular bundle (vb) three days post inoculation. Scale bar = 50 μm. (C) Cross section of uninfected reduced leaf. Vascular bundle (vb), epidermal cells (epi) and parenchyma (par). Scale bar = 50 μm. (D) Cross section of reduced leaf three days post inoculation. <italic toggle="yes">S. sclerotiorum</italic> hyphae (s, white arrow) present throughout vascular bundle and parenchyma (par). Tracheary cells of the xylem (x) remain intact. Scale bar = 50 μm. (E) Cross section of reduced leaf seven days post inoculation. <italic toggle="yes">S. sclerotiorum</italic> hyphae (s, white arrow) present in epidermis (epi), parenchyma (par), and vascular bundle. Xylem (x) tracheary cells remain intact. Scale bar = 50 μm. (F) <italic toggle="yes">S. sclerotiorum</italic> infection of the stalk (st) and disk cells (dc) of a glandular trichome seven days post inoculation. Secretory cavity (sc) and cuticle are still intact. Scale bar = 50 μm.</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" id="d33e731" position="float" orientation="portrait" xlink:href="41598_2026_47998_Fig2_HTML.jpg"><?image-name 41598_2026_47998_Fig2_HTML.jpg?><?image-size 405035?><?image-md5 d16aecd00d0c2645338df21a1cebd48e?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 1800?><?image-original-width 1513?><?image-scaled-height 899?><?image-scaled-width 756?><?image-cloudpmc-urn urn:cdn:blobs/7fef/13246782/d16aecd00d0c/41598_2026_47998_Fig2_HTML.jpg?><?thumb-name 41598_2026_47998_Fig2_HTML.gif?><?thumb-size 13043?><?thumb-md5 9f44e95934031883340f889506303a78?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 119?><?thumb-scaled-width 100?><?thumb-cloudpmc-urn urn:cdn:blobs/7fef/13246782/9f44e9593403/41598_2026_47998_Fig2_HTML.gif?></graphic></fig>
</p><p id="Par11">
<fig id="Fig3" position="float" orientation="portrait"><label>Fig. 3</label><caption><p>Longitudinal sections of the <italic toggle="yes">C. sativa</italic> inflorescence stem uninfected versus seven days post inoculation with <italic toggle="yes">S. sclerotiorum</italic>. (<bold>A</bold>) Longitudinal section of an uninfected <italic toggle="yes">C. sativa</italic> inflorescence stem. Epidermis (epi), cortex (co), phloem (ph), xylem (x), and pith (p) are labelled accordingly. Scale bar = 100 μm. (<bold>B</bold>) Longitudinal section of a <italic toggle="yes">C. sativa</italic> inflorescence stem infected with <italic toggle="yes">S. sclerotiorum</italic> seven days post inoculation. Extensive tissue degradation is apparent across the epidermis (epi), cortex (co), phloem (ph), and pith (p). The xylem (x) remains relatively intact when compared to other tissue layers. <italic toggle="yes">S. sclerotiorum</italic> (s) is present throughout the tissue layers of the stem. Scale bar = 100 μm.</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" id="d33e767" position="float" orientation="portrait" xlink:href="41598_2026_47998_Fig3_HTML.jpg"><?image-name 41598_2026_47998_Fig3_HTML.jpg?><?image-size 97170?><?image-md5 5b92cf0a9cb6a2e0e815723f8ff21753?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 921?><?image-original-width 1401?><?image-scaled-height 460?><?image-scaled-width 700?><?image-cloudpmc-urn urn:cdn:blobs/7fef/13246782/5b92cf0a9cb6/41598_2026_47998_Fig3_HTML.jpg?><?thumb-name 41598_2026_47998_Fig3_HTML.gif?><?thumb-size 10949?><?thumb-md5 b66bf9d9e861e7e9ef5684b54899ea1d?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 80?><?thumb-scaled-width 121?><?thumb-cloudpmc-urn urn:cdn:blobs/7fef/13246782/b66bf9d9e861/41598_2026_47998_Fig3_HTML.gif?></graphic></fig>
</p><p id="Par12">In the floral stem of the plant, <italic toggle="yes">S. sclerotiorum</italic> infection resulted in extensive host tissue degradation (Fig. <xref rid="Fig3" ref-type="fig">3</xref>). The floral stem of <italic toggle="yes">C. sativa</italic> is divided into distinct cell and tissue layers including the epidermis, cortex, phloem, xylem and pith (Fig. <xref rid="Fig3" ref-type="fig">3</xref>A). Extensive tissue degradation was revealed in infected floral stem tissues where <italic toggle="yes">S. sclerotiorum</italic> hyphae were abundant in the epidermis, cortex, vascular tissues, and pith of the <italic toggle="yes">C. sativa</italic> stem at 7 dpi (Fig. <xref rid="Fig3" ref-type="fig">3</xref>B). Most heavily degraded was the phloem, where cell walls had collapsed entirely, leading to the occurrence of regions of open space in areas where the fungus had used the phloem to travel further into the main stem of the plant. Although hyphae were also present within the xylem tracheids; degradation of this tissue layer was limited.</p></sec><sec id="Sec5"><title>Differential gene expression analysis reveals the induction of <italic toggle="yes">C. sativa</italic> defense responses and altered terpenoid production at the mRNA level by <italic toggle="yes">S. sclerotiorum</italic></title><p id="Par13">Next, we carried out differential gene expression analysis to better understand how <italic toggle="yes">C. sativa</italic> responds to <italic toggle="yes">S. sclerotiorum</italic> at the mRNA level (Fig. <xref rid="Fig4" ref-type="fig">4</xref>). The largest number of up-regulated differentially expressed genes (DEGs) in <italic toggle="yes">C. sativa</italic> were found at the intersection of 3-, 5- and 7 dpi, and of 3- and 5 dpi, with 2937 and 1855 genes, respectively (Fig. <xref rid="Fig4" ref-type="fig">4</xref>A). Specific to each timepoint, 4 genes were upregulated at 1 dpi, 393 genes at 3 dpi, 861 genes at 5 dpi, and 850 genes at 7 dpi. To better understand the biological and molecular processes associated with these gene sets, we conducted a GO enrichment analysis (Fig. <xref rid="Fig4" ref-type="fig">4</xref>B). Enriched at all timepoints were GO terms associated with terpene biosynthesis (terpene synthase activity and diterpenoid biosynthetic process), plant stress responses (abscisic acid binding and response to oxidative stress), plant defense, and chitinase activity. Specific to 3- and 5 dpi, we observed enrichment of GO terms associated with protein synthesis/transport (translation and endoplasmic reticulum to Golgi vesicle-mediated transport). Shared between 5- and 7 dpi, were GO terms involved in hormone signalling (regulation of jasmonic acid signalling and regulation of SA biosynthesis), response to wounding, and calcium/calmodulin signalling. More generally, shared between 3-, 5-, and 7 dpi were terms pertaining to oxidative stress responses (glutathione metabolic process and hypersensitive response), ethylene signalling, and protein kinase and protein ser/thr kinase activity. In our data, we identified a larger number of enriched GO terms shared between infection time points while few GO terms were enriched at specific timepoints. All GO enrichment and differential gene expression analysis results and associated P-values are provided in the supporting information (Supplementary Material 1).</p><p id="Par14">
<fig id="Fig4" position="float" orientation="portrait"><label>Fig. 4</label><caption><p>Upregulated differential gene expression of <italic toggle="yes">C. sativa</italic> infected with <italic toggle="yes">S. sclerotiorum</italic> over a seven-day infection period. (<bold>A</bold>) Venn diagram of significantly upregulated differentially expressed gene sets (FDR &lt; 0.05) in response to infection. (<bold>B</bold>) Heatmap of significantly enriched GO terms (FDR &lt; 0.01) resulting from timepoint-specific and shared subsets. A brighter yellow colour indicates greater statistical significance. dpi = days post inoculation.</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" id="d33e843" position="float" orientation="portrait" xlink:href="41598_2026_47998_Fig4_HTML.jpg"><?image-name 41598_2026_47998_Fig4_HTML.jpg?><?image-size 233061?><?image-md5 7f83991ffc4a203ae099eee243d23923?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 2072?><?image-original-width 1102?><?image-scaled-height 1380?><?image-scaled-width 734?><?image-cloudpmc-urn urn:cdn:blobs/7fef/13246782/7f83991ffc4a/41598_2026_47998_Fig4_HTML.jpg?><?thumb-name 41598_2026_47998_Fig4_HTML.gif?><?thumb-size 7611?><?thumb-md5 ffb38947729fdeb38073e475ba18a5db?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 188?><?thumb-scaled-width 100?><?thumb-cloudpmc-urn urn:cdn:blobs/7fef/13246782/ffb38947729f/41598_2026_47998_Fig4_HTML.gif?></graphic></fig>
</p><p id="Par15">In response to infection, we uncovered genes encoding chitinases and endochitinases to be upregulated in <italic toggle="yes">C. sativa</italic> (Fig. <xref rid="Fig5" ref-type="fig">5</xref>). Those with highest fold changes in response to infection at 5 dpi included <italic toggle="yes">ENDOCHINTINASE 2</italic> (<italic toggle="yes">LOC115705823</italic>; 1982-fold) and <italic toggle="yes">ENDOCHITINASE-LIKE</italic> (<italic toggle="yes">LOC133037227</italic>; 1074-fold). Also seen to be highly upregulated at 5 dpi were genes involved the plant SAR response, including <italic toggle="yes">PATHOGENESIS RELATED</italic> (<italic toggle="yes">PR</italic>) genes. These genes included <italic toggle="yes">THAUMATIN-LIKE PROTEIN 1B</italic> (<italic toggle="yes">PR-5; LOC115710654</italic>; 3487-fold), <italic toggle="yes">PATHOGENESIS-RELATED PROTEIN STH-2</italic> (<italic toggle="yes">PR-10a; LOC115722015;</italic> 917-fold) and <italic toggle="yes">MAJOR ALLERGEN PRU AV 1</italic> (<italic toggle="yes">PR-10; LOC115722031</italic>; 899-fold). Additionally, we observed the induction of genes involved in JA/ET hormone signalling. <italic toggle="yes">JASMONATE-ZIM DOMAIN</italic> (<italic toggle="yes">JAZ</italic>) protein genes <italic toggle="yes">JAZ5</italic> and <italic toggle="yes">JAZ8</italic> in addition to <italic toggle="yes">ETHYLENE RESPONSIVE FACTORs</italic> (<italic toggle="yes">ERF</italic>) <italic toggle="yes">ERF096</italic> and <italic toggle="yes">ERF098</italic> were also significantly differentially expressed. Furthermore, we uncovered the notable upregulation of numerous RLK genes that included <italic toggle="yes">WALL ASSOCIATED RECEPTOR KINASE 2</italic> (<italic toggle="yes">WAK2; LOC115708008</italic>) and <italic toggle="yes">WALL ASSOCIATED RECEPTOR KINASE-LIKE 1</italic> (<italic toggle="yes">WAKL1; LOC115696698</italic>) which both exhibited a 500-fold increase in expression, in addition to various other serine/threonine RLKs that include <italic toggle="yes">G-TYPE LECTIN S-RECEPTOR-LIKE SERINE/THREONINE-PROTEIN KINASE 3</italic> (<italic toggle="yes">LECRK3; LOC113032648</italic>) and <italic toggle="yes">LECRK4</italic> (<italic toggle="yes">LOC115721224</italic>). Finally, a number of peroxidases in <italic toggle="yes">C. sativa</italic> were also found to be highly upregulated in response to <italic toggle="yes">S. sclerotiorum</italic>. These peroxidases included <italic toggle="yes">PEROXIDASE 57</italic> (<italic toggle="yes">PER57; LOC115722259</italic>), <italic toggle="yes">CATIONIC PEROXIDASE 1</italic> (<italic toggle="yes">LOC115720664</italic>), <italic toggle="yes">LIGNIN-FORMING ANIONIC PEROXIDASE</italic> (<italic toggle="yes">LOC115723064</italic>), and <italic toggle="yes">PEROXIDASE 5-LIKE</italic> (<italic toggle="yes">LOC115723295</italic>) with fold changes at 5 dpi of 9710, 2868, 2375, and 1470, respectively.</p><p id="Par16">
<fig id="Fig5" position="float" orientation="portrait"><label>Fig. 5</label><caption><p>Heatmap of significantly differentially expressed <italic toggle="yes">C. sativa</italic> genes (FDR &lt; 0.05) belonging to enriched GO terms following inoculation with <italic toggle="yes">S. sclerotiorum</italic>. Brighter yellow colour indicates a greater fold change in expression compared to uninfected plants. dpi = days post inoculation.</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" id="d33e988" position="float" orientation="portrait" xlink:href="41598_2026_47998_Fig5_HTML.jpg"><?image-name 41598_2026_47998_Fig5_HTML.jpg?><?image-size 135423?><?image-md5 881d55b6640ea796022506a70a3263ec?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 1331?><?image-original-width 1817?><?image-scaled-height 532?><?image-scaled-width 726?><?image-cloudpmc-urn urn:cdn:blobs/7fef/13246782/881d55b6640e/41598_2026_47998_Fig5_HTML.jpg?><?thumb-name 41598_2026_47998_Fig5_HTML.gif?><?thumb-size 4271?><?thumb-md5 9b7bce7324278c55316df9caccc2bf3c?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 80?><?thumb-scaled-width 109?><?thumb-cloudpmc-urn urn:cdn:blobs/7fef/13246782/9b7bce732427/41598_2026_47998_Fig5_HTML.gif?></graphic></fig>
</p><p id="Par17">We were next interested in understanding the genes and biological processes that were downregulated in <italic toggle="yes">C. sativa</italic> in response to infection with <italic toggle="yes">S. sclerotiorum</italic> (Supplementary Figure S6). The largest number of down-regulated genes were shared between 3-, 5- and 7 dpi (2866 genes; Supplementary Figure S6A). Large numbers of shared DEGs were also observed between 3- and 5 dpi (1458 genes) and 5- and 7 dpi (1179 genes). Specific to each timepoint, we identified 850 DEGs at 7 dpi, 1540 DEGs at 5 dpi, 512 at 3 dpi, and interestingly, 0 at 1 dpi. GO enrichment revealed enrichment of terms associated with photosynthesis, cellular development, and terpene synthesis (diterpenoid biosynthetic process and terpene synthase activity) were shared between 3-, 5-, and 7 dpi (Supplementary Figure S6B). Abscisic acid biosynthesis was enriched in gene sets shared between 3- and 5- dpi while biological processes associated with hormone activity like jasmonic acid biosynthesis and cytokinin signalling were specific to gene sets at 3 dpi.</p><p id="Par18">While terpene/diterpenoid biosynthesis GO terms were enriched in both up and downregulated gene sets, the specific genes involved in either GO term were unique (Fig. <xref rid="Fig6" ref-type="fig">6</xref>). Upregulated in response to <italic toggle="yes">S. sclerotiorum</italic> infection were <italic toggle="yes">C. sativa</italic> terpene synthases that included <italic toggle="yes">MONOTERPENE SYNTHASE MTS1</italic> (<italic toggle="yes">LOC133031472</italic>,<italic toggle="yes"> LOC115723097</italic>,<italic toggle="yes"> LOC133030985</italic>,<italic toggle="yes"> LOC115723096</italic>,<italic toggle="yes"> LOC115723095</italic>) and <italic toggle="yes">(-)-GERMACRENE D SYNTHASE-LIKE</italic> (<italic toggle="yes">LOC115707304</italic>). Both genes were very highly upregulated with fold changes seen as high as 6361 at 7dpi (<italic toggle="yes">LOC13303985</italic>) and 6400 at 5dpi (<italic toggle="yes">LOC115707304</italic>). Conversely, genes downregulated in response to infection included <italic toggle="yes">ALPHA-HUMULENE SYNTHASE</italic> and -<italic toggle="yes">SYNTHASE-LIKE</italic> (<italic toggle="yes">LOC115695864</italic>,<italic toggle="yes"> LOC115695866</italic>,<italic toggle="yes"> LOC115725506</italic> and <italic toggle="yes">LOC133038934</italic>,<italic toggle="yes"> LOC133039417</italic>,<italic toggle="yes"> LOC115715212</italic>), <italic toggle="yes">(E-E)-GERANYLLINALOOL SYNTHASE</italic> (<italic toggle="yes">LOC115696242</italic>), <italic toggle="yes">(-)-LIMONENE SYNTHASE</italic> (<italic toggle="yes">LOC115716064</italic>,<italic toggle="yes"> LOC115716066</italic>,<italic toggle="yes"> LOC133037760</italic>) and <italic toggle="yes">MYRCENE SYNTHASE</italic> (<italic toggle="yes">LOC115716405</italic>,<italic toggle="yes"> LOC133029092</italic>,<italic toggle="yes"> LOC133037756</italic>). Some of the most downregulated genes included <italic toggle="yes">(E-E)-GERANYLLINALOOL SYNTHASE</italic> (14.8-fold compared to uninfected plants at 7 dpi) and <italic toggle="yes">ALPHA-HUMULENE SYNTHASE</italic> (<italic toggle="yes">LOC115725506;</italic> 14.6-fold compared to uninfected plants at 5 dpi).</p><p id="Par19">
<fig id="Fig6" position="float" orientation="portrait"><label>Fig. 6</label><caption><p>Heatmap of significantly up- and downregulated <italic toggle="yes">C. sativa</italic> genes of the diterpenoid biosynthetic process and terpene synthase activity in response to <italic toggle="yes">S. sclerotiorum</italic> (FDR &lt; 0.05). Colour corresponds to log<sub>2</sub>fold change, where a saturated orange colour corresponds to a greater log<sub>2</sub>fold change downregulation, and a saturated blue colour corresponds to a greater log<sub>2</sub>fold change upregulation. dpi = days post inoculation.</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" id="d33e1128" position="float" orientation="portrait" xlink:href="41598_2026_47998_Fig6_HTML.jpg"><?image-name 41598_2026_47998_Fig6_HTML.jpg?><?image-size 142279?><?image-md5 9c991e8c2f6b17bd5eae479001e2661e?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 1176?><?image-original-width 1784?><?image-scaled-height 470?><?image-scaled-width 713?><?image-cloudpmc-urn urn:cdn:blobs/7fef/13246782/9c991e8c2f6b/41598_2026_47998_Fig6_HTML.jpg?><?thumb-name 41598_2026_47998_Fig6_HTML.gif?><?thumb-size 5160?><?thumb-md5 91866eb5b92cff05b8744dd95343263c?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 80?><?thumb-scaled-width 121?><?thumb-cloudpmc-urn urn:cdn:blobs/7fef/13246782/91866eb5b92c/41598_2026_47998_Fig6_HTML.gif?></graphic></fig>
</p></sec><sec id="Sec6"><title>Differential gene expression analysis of <italic toggle="yes">S. sclerotiorum</italic> infecting <italic toggle="yes">C. sativa</italic> identified biological processes associated with carbohydrate metabolic activity and redox processing</title><p id="Par20">To investigate changes in <italic toggle="yes">S. sclerotiorum</italic> gene activity during <italic toggle="yes">C. sativa</italic> infection, we carried out differential gene expression and gene ontology (GO) term enrichment analysis (Fig. <xref rid="Fig7" ref-type="fig">7</xref>). Differential expression analysis revealed a high degree of shared differentially expressed genes at all sample timepoints (770 upregulated DEGs; Fig. <xref rid="Fig7" ref-type="fig">7</xref>A). Further, we observed the specific upregulation of 308 DEGs at 1 dpi, 95 at 3 dpi, 198 at 5 dpi, and 877 at 7 dpi. GO terms associated with host plant cell wall breakdown and carbohydrate metabolism (carbohydrate metabolic process, cellulose binding, xylan catabolic process and polygalacturonase activity) in addition to protein serine/threonine kinase activity were shared across all time points. GO terms associated with carbohydrate and cell wall breakdown, together with fungal growth and development within the host were enriched in gene sets shared between 3-, 5-, and 7- dpi. Redox processes and homeostasis were enriched in both the 3-, 5-, 7 dpi shared group, and the 3-, 7 dpi shared group (Fig. <xref rid="Fig7" ref-type="fig">7</xref>B).</p><p id="Par21">
<fig id="Fig7" position="float" orientation="portrait"><label>Fig. 7</label><caption><p>Upregulated differential gene expression of <italic toggle="yes">S. sclerotiorum</italic> infecting <italic toggle="yes">C. sativa</italic> across a seven-day infection period. (<bold>A</bold>) Venn diagram of significantly upregulated differentially expressed gene sets (FDR &lt; 0.05) in response to infection. (<bold>B</bold>) Heatmap of significantly enriched GO terms (FDR &lt; 0.01) resulting from timepoint-specific and shared subsets. A brighter yellow colour indicates greater statistical significance. Differentially expressed genes were compared to in vitro grown <italic toggle="yes">S. sclerotiorum</italic>. dpi = days post inoculation.</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" id="d33e1180" position="float" orientation="portrait" xlink:href="41598_2026_47998_Fig7_HTML.jpg"><?image-name 41598_2026_47998_Fig7_HTML.jpg?><?image-size 176059?><?image-md5 85d08bdf74b4c6a3deb8181cd7fcf410?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 1619?><?image-original-width 1064?><?image-scaled-height 1079?><?image-scaled-width 709?><?image-cloudpmc-urn urn:cdn:blobs/7fef/13246782/85d08bdf74b4/41598_2026_47998_Fig7_HTML.jpg?><?thumb-name 41598_2026_47998_Fig7_HTML.gif?><?thumb-size 6220?><?thumb-md5 945641be17a4cd1548e8cbe25b54f5f1?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 152?><?thumb-scaled-width 100?><?thumb-cloudpmc-urn urn:cdn:blobs/7fef/13246782/945641be17a4/41598_2026_47998_Fig7_HTML.gif?></graphic></fig>
</p><p id="Par22">Differential gene expression analysis of downregulated genes identified large numbers of shared DEGs between all sampled time points (610 genes) and shared between 3-, 5- and 7 dpi (710 genes; Supplementary Figure S7). Gene ontology terms enriched across all sampled timepoints identified enriched GO terms associated with translation and protein folding (ribosome, translation, unfolded protein binding, and protein folding) in addition to mitochondrial activity (mitochondrion and tricarboxylic acid cycle).</p></sec><sec id="Sec7"><title>Validation of RNA Sequencing Results with RT-qPCR</title><p id="Par23">To validate the findings of our RNA sequencing experiments, we studied the relative abundance of four <italic toggle="yes">C. sativa</italic> defense markers including <italic toggle="yes">PR-1</italic>,<italic toggle="yes"> PR-10a</italic>,<italic toggle="yes"> PR-5</italic>, and <italic toggle="yes">ENDOCHITINASE-2</italic> using reverse-transcriptase quantitative PCR (RT-qPCR). Data show similar levels of gene activity of the four selected transcripts in both the RNA sequencing counts data and relative mRNA abundance observed using RT-qPCR (Figure S8).</p></sec></sec><sec id="Sec8"><title>Discussion</title><p id="Par24">Known as both a stem and bud rot pathogen, <italic toggle="yes">S. sclerotiorum</italic> is regarded as an emerging fungal pathogen of <italic toggle="yes">C. sativa</italic><sup><xref ref-type="bibr" rid="CR19">19</xref></sup>. This study serves as the first description of the <italic toggle="yes">Cannabis-Sclerotinia</italic> pathosystem at the mRNA level where we show the rapid initiation of infection in the <italic toggle="yes">C. sativa</italic> inflorescence. Within one week of inoculation, severe disease symptoms were widespread in the plant. Global gene activity underpinning this interaction revealed <italic toggle="yes">C. sativa</italic> responded to infection through the elicitation of lignin deposition, redox buffering and generalized plant defense/immune hormone signalling cascades. Anatomical investigation at the site of inoculation showed the rapid colonization and degradation of host plant tissues by <italic toggle="yes">S. sclerotiorum</italic> starting in the epidermis and mesophyll before targeting the vascular system of the plant.</p><p id="Par25">Detection of plant pathogens ties together the concepts of PTI and ETI, where unique molecular responses are initiated resulting from the recognition of pathogenic elicitors, PAMPs or DAMPs<sup><xref ref-type="bibr" rid="CR37">37</xref>,<xref ref-type="bibr" rid="CR41">41</xref></sup>. In response to <italic toggle="yes">S. sclerotiorum</italic> infection, we uncovered the upregulation of genes whose products are involved in pathogen perception and early defense responses such as ser/thr RLKs, NLRs, wall associated kinases (WAK) and WAK-like proteins (WAKL)<sup><xref ref-type="bibr" rid="CR41">41</xref>,<xref ref-type="bibr" rid="CR42">42</xref></sup>. WAKs and WAKLs have long been known to play a role in the plant defense response through binding pectin and oligosaccharides which act as DAMPs during biotic stress responses<sup><xref ref-type="bibr" rid="CR43">43</xref>–<xref ref-type="bibr" rid="CR45">45</xref></sup>. Expression of WAKs have previously been seen to be upregulated in <italic toggle="yes">Arabidopsis thaliana</italic> in response to SA and wounding, and have been associated with resistance against both hemibiotrophic and necrotrophic pathogens through pathogen- or host-derived elicitor detection, and subsequent cell wall restructuring<sup><xref ref-type="bibr" rid="CR44">44</xref>,<xref ref-type="bibr" rid="CR46">46</xref></sup>. In addition to <italic toggle="yes">A. thaliana</italic>, immunity-related WAKs/WAKLs have been documented in various crop species that include <italic toggle="yes">Triticum aestivum</italic> (wheat), <italic toggle="yes">Oryza sativa</italic> (rice), <italic toggle="yes">Hordeum vulgare</italic> (barley), <italic toggle="yes">Zea mays</italic> (maize), <italic toggle="yes">Sesamum indicum</italic> (sesame), <italic toggle="yes">Solanum lycopersicum</italic> (tomato), <italic toggle="yes">Gossypium hirsutum</italic> (cotton), and <italic toggle="yes">Brassica napus</italic> (canola) thereby suggesting WAKs/WAKLs as an evolutionarily conserved feature of the plant defense response against fungal necrotrophs<sup><xref ref-type="bibr" rid="CR44">44</xref>,<xref ref-type="bibr" rid="CR45">45</xref>,<xref ref-type="bibr" rid="CR47">47</xref></sup>. Notable upregulation of <italic toggle="yes">C. sativa WAK2</italic> and <italic toggle="yes">WAKL1</italic> midway through the seven-day infection period begs the questions of whether earlier induction of these genes would result in greater host resistance, leaving room for further study.</p><p id="Par26">The plant cell wall is the first line of defencse serving as a barrier to restrict attacking pathogens. Fungal necrotrophic pathogens make use of CWDEs to impair cell wall integrity and ultimately degrade host plant tissues<sup><xref ref-type="bibr" rid="CR48">48</xref></sup>. Despite the presence of <italic toggle="yes">S. sclerotiorum</italic> throughout the epidermis, mesophyll and vasculature of the <italic toggle="yes">C. sativa</italic> leaf at 3 dpi, cell wall degradation at this timepoint was not yet observed. In comparison, previous studies have detailed extensive cellular degradation resulting from <italic toggle="yes">S. sclerotiorum</italic> infection as early as 2 dpi in leaves of <italic toggle="yes">B. napus</italic><sup><xref ref-type="bibr" rid="CR28">28</xref></sup> and <italic toggle="yes">A. thaliana</italic><sup><xref ref-type="bibr" rid="CR33">33</xref></sup>, and 3 dpi in <italic toggle="yes">Glycine max</italic><sup><xref ref-type="bibr" rid="CR49">49</xref></sup>(soybean). Our data show that <italic toggle="yes">S. sclerotiorum</italic> progressed into <italic toggle="yes">C. sativa</italic> leaf tissues more slowly, however it should be noted that this delay could be the result of the complex three-dimensional structure of the cola, versus the direct inoculation of the leaf as was used in the above studies. Work carried out by Wytinck et al. (2022) in the <italic toggle="yes">B. napus</italic> stem showed similar findings where <italic toggle="yes">S. sclerotiorum</italic> infection resulted in extensive colonization and degradation of the host epidermis, cortex, and phloem, while xylem tissues remained largely intact. These results suggest a common infection strategy by <italic toggle="yes">S. sclerotiorum</italic> across diverse plant species, despite the structural and complex metabolic differences underpinning <italic toggle="yes">C. sativa</italic>.</p><p id="Par27">Our GO enrichment analysis revealed induction of cell wall degrading activities in <italic toggle="yes">S. sclerotiorum</italic> as infection was initiated. Hydrolase activity, xylan catabolic process, polygalacturonase activity, beta-galactosidase activity, and 1,4-beta-xylanase activity were found across all infection time points. Production of CWDEs by <italic toggle="yes">S. sclerotiorum</italic> facilitates tissue penetration and maceration, through cell wall weakening characteristic of necrotrophic fungal infection<sup><xref ref-type="bibr" rid="CR22">22</xref></sup>. Polygalacturonases (PGs) are a class of fungal pectinases that target unesterified pectate polymers of the middle lamella and primary cell wall of the host plant<sup><xref ref-type="bibr" rid="CR22">22</xref></sup>. As plant cell walls are weakened and degraded by PGs, the secreted oligogalacturonides have been shown to elicit ROS burst, including H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub><sup>−</sup>, as the plant attempts to restrict pathogen attack<sup><xref ref-type="bibr" rid="CR22">22</xref>,<xref ref-type="bibr" rid="CR50">50</xref></sup>. ROS production to develop localized cell death occurring as a result of pathogen infection is termed as the plant hypersensitive response (HR), and is regarded as one of the most important factors in impeding the growth of biotrophic pathogens<sup><xref ref-type="bibr" rid="CR51">51</xref></sup>. Although the HR is generally effective against biotrophs, necrotrophic pathogen virulence, including that of <italic toggle="yes">S. sclerotiorum</italic> and <italic toggle="yes">B. cinerea</italic>, has been suggested to be strengthened as a result of HR elicitation<sup><xref ref-type="bibr" rid="CR29">29</xref>,<xref ref-type="bibr" rid="CR52">52</xref></sup>. Studies in <italic toggle="yes">Nicotiana tabacum</italic> (tobacco) and <italic toggle="yes">A. thaliana</italic> have also revealed that plants unable to initiate the HR demonstrated increased resistance to <italic toggle="yes">S. sclerotiorum</italic><sup><xref ref-type="bibr" rid="CR53">53</xref>,<xref ref-type="bibr" rid="CR54">54</xref></sup>. While we uncovered rapid upregulation of <italic toggle="yes">S. sclerotiorum</italic> PG activity that continued throughout the seven-day infection period, the <italic toggle="yes">C. sativa</italic> HR was not induced until 3 dpi, likely revealing one facet of the <italic toggle="yes">S. sclerotiorum</italic> coordinated and timed control of host ROS activation to favour fungal proliferation in host tissues.</p><p id="Par28">Similarly, the major <italic toggle="yes">S. sclerotiorum</italic> pathogenicity factor oxalic acid, has also been previously found to manipulate host ROS production to initially suppresses ROS signalling, before eliciting ROS production, leading to cell death<sup><xref ref-type="bibr" rid="CR28">28</xref>,<xref ref-type="bibr" rid="CR55">55</xref></sup>. Recent studies have challenged the classical view of the <italic toggle="yes">S. sclerotiorum</italic> necrotrophic lifestyle, suggesting the possibility of a brief biotrophic phase early in the infection process. These studies suggest that <italic toggle="yes">S. sclerotiorum</italic> is capable of suppressing SA-mediated SAR early in infection, and thus the HR, before the true necrotrophic portion of the lifestyle occurs in which initiation of ROS production leads to localized cell death and subsequent widespread infection<sup><xref ref-type="bibr" rid="CR56">56</xref>,<xref ref-type="bibr" rid="CR57">57</xref></sup>. Our results support the initial suppression of SA-dependent SAR as <italic toggle="yes">PHENYLALANINE AMMONIA-LYASE</italic> (<italic toggle="yes">PAL</italic>), a major enzyme involved in SA biosynthesis, was not upregulated until 3 dpi, with highest upregulation occurring two days later, at 5 dpi. Similarly, we found <italic toggle="yes">GLUTATHIONE S-TRANSFERASE U10</italic> and <italic toggle="yes">GLUTATHIONE S-TRANSFERASE</italic> were not upregulated until 3 dpi. Glutathione transferases are cellular protectant enzymes involved in redox homeostasis and ROS detoxification that are rapidly induced by H<sub>2</sub>O<sub>2</sub><sup><xref ref-type="bibr" rid="CR58">58</xref></sup>. Previous work in <italic toggle="yes">B. napus</italic> revealed plants partially resistant to <italic toggle="yes">S. sclerotiorum</italic> demonstrated increased redox buffering capacity as early as 1 dpi<sup><xref ref-type="bibr" rid="CR28">28</xref></sup>. These results suggest that a more rapid induction of redox buffering by <italic toggle="yes">C. sativa</italic> may result in an increased resistance or tolerant phenotype.</p><p id="Par29">In addition to ROS accumulation, <italic toggle="yes">S. sclerotiorum</italic> infection has previously been found to initiate lignin biosynthesis within the host plant<sup><xref ref-type="bibr" rid="CR59">59</xref></sup>. Lignins are biopolymers important for plant cell wall structural support, and have previously been reported to be deposited in <italic toggle="yes">Brassica</italic> species in response to <italic toggle="yes">S. sclerotiorum</italic> infection<sup><xref ref-type="bibr" rid="CR60">60</xref></sup>. Specific to our study, we found that in response to <italic toggle="yes">S. sclerotiorum</italic> infection, <italic toggle="yes">C. sativa</italic> highly upregulated <italic toggle="yes">PAL</italic> in addition to various class III peroxidases that include <italic toggle="yes">PEROXIDASE 57</italic>,<italic toggle="yes"> CATIONIC PEROXIDASE 1</italic>,<italic toggle="yes"> LIGNIN-FORMING ANIONIC PEROXIDASE</italic>, and <italic toggle="yes">PEROXIDASE 5-LIKE</italic>. Belonging to the PR-9 subfamily of PR proteins, class III plant peroxidase gene expression has previously been found to increase in plants challenged with fungi, in addition to bacteria, viruses and viroids<sup><xref ref-type="bibr" rid="CR61">61</xref>–<xref ref-type="bibr" rid="CR63">63</xref></sup>. Plant peroxidases are also capable of creating physical barriers to limit pathogen invasion in response to stimuli such as wounding, pathogen presence, or hormone accumulation<sup><xref ref-type="bibr" rid="CR61">61</xref></sup>. The upregulation of peroxidase activity uncovered in this study serves as the first description of genes involved in H<sub>2</sub>O<sub>2</sub>-dependent lignin deposition by <italic toggle="yes">C. sativa</italic> to restrict further incursion of <italic toggle="yes">S. sclerotiorum</italic>.</p><p id="Par30">While PAL is known to be involved in lignification, it is also involved in SA biosynthesis<sup><xref ref-type="bibr" rid="CR64">64</xref>,<xref ref-type="bibr" rid="CR65">65</xref></sup>. SA biosynthesis is initiated during both ETI and PTI in response to recognition of PAMPs or pathogenic effectors<sup><xref ref-type="bibr" rid="CR66">66</xref></sup>. Increased SA levels are required for plant SAR initiation, which is accompanied and characterized by increased systemic PR gene expression<sup><xref ref-type="bibr" rid="CR39">39</xref></sup>. Belonging to the PR families PR-3, -4, -8, and − 11, chitinases are among the most abundant PR proteins<sup><xref ref-type="bibr" rid="CR67">67</xref></sup>. Our dataset revealed the upregulation of chitinase genes across the <italic toggle="yes">S. sclerotiorum</italic> infection process. Additionally, we also observed increases in gene activity of the PR-5 and PR-10 subfamilies. It is thought that PR-5 proteins exhibit antifungal activity by inserting themselves into fungal membranes to create a transmembrane pore, later leading to influx of water and subsequent fungal osmotic rupture<sup><xref ref-type="bibr" rid="CR68">68</xref></sup>. Unlike the PR-5 proteins however, the function of PR-10 proteins remains largely unclear, which may be attributed to the large multi-gene families they code for<sup><xref ref-type="bibr" rid="CR68">68</xref>,<xref ref-type="bibr" rid="CR69">69</xref></sup>. As our study serves as one of the first transcriptome-level investigations of the infection of <italic toggle="yes">C. sativa</italic> with any fungal pathogen, future studies that explore PR protein activity in other fungal interactions with <italic toggle="yes">C. sativa</italic> may reveal how PR gene expression may be engineered or selected to develop more resistant germplasm.</p><p id="Par31">As complex specialized secondary plant metabolites, terpenes serve various purposes to plants that include attracting pollinators and insect predators of feeding herbivores, and creating both chemical and physical barriers to herbivorous insects, as well as invading pathogens<sup><xref ref-type="bibr" rid="CR11">11</xref>,<xref ref-type="bibr" rid="CR12">12</xref></sup>. Specific to our study, we uncovered differential expression activity of various <italic toggle="yes">C. sativa</italic> terpene synthases. While terpene synthase activity of <italic toggle="yes">C. sativa</italic> in response to biotic stressors has not previously been investigated, our results suggest that the largescale transcriptional reprogramming that occurs as a result of coordinating a defense response against <italic toggle="yes">S. sclerotiorum</italic> may impact the terpenoid profile exhibited by infected plants. As the terpene composition of the resin produced by glandular trichomes of the female inflorescence is largely responsible for the scent and flavour characteristics of harvested <italic toggle="yes">Cannabis</italic> products, terpenes greatly impact consumer preferences<sup><xref ref-type="bibr" rid="CR6">6</xref></sup>. Consequently, terpenoid profiles often serve as a basis for modern selective breeding. With varying terpenoid profiles attributed to unique <italic toggle="yes">C. sativa</italic> cultivars, the question arises of how different cultivars may respond to pathogen attack based on terpenoid profile composition; and whether selective breeding may allow for the production of cultivars that exhibit an increased resistance phenotype.</p><p id="Par32">Taken together, this study provides a comprehensive investigation into the transcriptional and anatomical changes that occur as <italic toggle="yes">S. sclerotiorum</italic> initiates infection in the <italic toggle="yes">C. sativa</italic> inflorescence. Our data reveal large shifts in host gene activity in response to infection with <italic toggle="yes">S. sclerotiorum</italic> that largely peak at 5 dpi. Gene categories identified in <italic toggle="yes">C. sativa</italic> show complex shifts in defense hormone signalling and redox buffering associated with the plant immune responses across time post inoculation. Anatomical study revealed extensive degradation of host cortical and vascular phloem tissues associated with the production of fungal toxins and CWDEs. Additional studies conducting molecular and biochemical validation of the various gene products and metabolites identified herein will allow for increased understanding of this pathosystem and can help to direct future crop improvement studies.</p></sec><sec id="Sec9"><title>Materials and methods</title><sec id="Sec10"><title><italic toggle="yes">Cannabis sativa</italic> growth conditions</title><p id="Par33">Female <italic toggle="yes">C. sativa</italic> plants, cultivar ‘Kona’, were sourced from Rogue Botanical, a licensed grower in southern Manitoba, Canada. Plants were obtained in vegetative growth, 20 days after being clonally propagated. At 22 days old, plants were transplanted from 4-inch pots to 6-inch pots in Sunshine growing mix #4 (Sungro, Agawan, MA, USA). Plants were grown in a controlled environment chamber under long day conditions (18 h light, 6 h dark), 500 µmol/m<sup>2</sup>/s<sup>− 1</sup>, 23 °C and 50% relative humidity. After 30 days in vegetative growth, the photoperiod was adjusted to 12 h light, 12 h dark to promote flowering. Plants were fertilized using Advanced Nutrients Sensi Grow/Bloom nutrient packages, as per manufacturer’s instructions (Advanced Nutrients, West Hollywood, CA, USA).</p><p id="Par34">Experimental research on <italic toggle="yes">C. sativa</italic>, including the collection of plant material, were conducted in accordance with relevant institutional, national, and international guidelines and legislation.</p></sec><sec id="Sec11"><title>Sclerotinia sclerotiorum inoculation of the Cannabis sativa cola</title><p id="Par35"><italic toggle="yes">S. sclerotiorum</italic> was grown in vitro on potato dextrose agar (BD Difco) plates supplemented with 15 µg/mL tetracycline HCl. <italic toggle="yes">S. sclerotiorum</italic> mycelial plugs were taken from the leading edge of a 3-day-old actively growing plate using a P1000 pipette tip. Mycelial plugs were carefully placed at the inflorescence node of the third-most distal inflorescence of the <italic toggle="yes">C. sativa</italic> cola using forceps. Infection took place over a seven-day period with colas being harvested after 1-, 3-, 5- and 7- days post inoculation (dpi). Both infected and untreated control (UTC) colas were harvested at each timepoint. Twelve <italic toggle="yes">C. sativa</italic> plants were used for this experiment with four biological replicates sampled across each timepoint.</p></sec><sec id="Sec12"><title>Sample collection, RNA isolation, library preparation and RNA sequencing</title><p id="Par37">Harvested colas were immediately trimmed down to the main floral stem, while maintaining ~ 1 cm<sup>3</sup> of floral tissue of the inoculated inflorescence and immediately flash frozen using liquid nitrogen. Tissue was ground to a fine powder using a mortar and pestle with liquid nitrogen prior to RNA extraction.</p><p id="Par38">RNA was extracted using the Purelink Plant RNA Reagent (Invitrogen, Waltham, MA, USA) as per manufacturer’s protocol. Following RNA extraction, Qiagen’s RNeasy Plant Minikit and RNase-Free DNase Set was used for DNAse treatment following the “RNA Cleanup” protocol available in Qiagen’s RNeasy Mini Handbook (Qiagen, Toronto, ON, Canada). As sample purity was often compromised as a result of the DNAse treatment procedure, samples then underwent a sodium acetate precipitation. This precipitation used 3M C<sub>2</sub>H<sub>3</sub>NaO<sub>2</sub> (pH 5.2) and subsequent ethanol washes (100% followed by 75%) before resuspension in molecular grade water to yield RNA of increased purity.</p><p id="Par39">cDNA libraries were constructed by Genome Québec following their polyA Enriched RNA Library Preparation protocol. Paired-end 100 bp reads were sequenced for a minimum of 25 million reads per library on the Illumina NovaSeq sequencing system at Genome Québec (Montréal, Québec, Canada). All sequencing data can be found at the Gene Expression Omnibus, under accession <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="pmc:entrez-geo" xlink:href="GSE284432">GSE284432</ext-link>.</p></sec><sec id="Sec13"><title>Fungal load qPCR and RT-qPCR</title><p id="Par40">Expression of <italic toggle="yes">PATHOGENESIS RELATED PROTEIN 1</italic> (<italic toggle="yes">PR-1; LOC115704466</italic>), <italic toggle="yes">PATHOGENESIS-RELATED PROTEIN STH-2</italic> (<italic toggle="yes">PR-10a; LOC115722015</italic>), <italic toggle="yes">THAUMATIN-LIKE PROTEIN 1B</italic> (<italic toggle="yes">PR-5; LOC115710654</italic>), and <italic toggle="yes">ENDOCHITINASE 2</italic> (<italic toggle="yes">LOC115705823</italic>) were assessed using RT-qPCR. cDNA was synthesized using qScript™ cDNA SuperMix according to manufacturer’s instructions (Quantabio, Beverly, MA, USA). To quantify defense gene transcript abundance, RT-qPCR was run on <italic toggle="yes">PR1</italic>,<italic toggle="yes"> PR-10a</italic>,<italic toggle="yes"> PR-5</italic>,<italic toggle="yes"> and ENDOCHITINASE 2</italic> with the housekeeping genes <italic toggle="yes">TIP41-LIKE PROTEIN</italic> (<italic toggle="yes">TIP41</italic>; <italic toggle="yes">LOC115703022</italic>) and <italic toggle="yes">ADENINE PHOSPHO-RIOSYLTRANSFERASE 1</italic> (<italic toggle="yes">APT1</italic>; <italic toggle="yes">LOC115713640</italic>) used as internal controls<sup><xref ref-type="bibr" rid="CR70">70</xref></sup>. Primer sequence information is found in Table <xref rid="MOESM1" ref-type="media">S1</xref>.</p><p id="Par41">We also used qPCR to determine the relative fungal load between samples. Genomic DNA was extracted from ground tissue using a modified cetyltrimethylammonium bromide (CTAB) method<sup><xref ref-type="bibr" rid="CR71">71</xref></sup>. As a target for <italic toggle="yes">S. sclerotiorum</italic>, we used 18 S rDNA as described in Wytinck et al. (2022). Primer sequences and target loci for both RT-qPCR and fungal load qPCR can be found in Supplementary Table <xref rid="MOESM1" ref-type="media">S1</xref>. SsoFast EvaGreen Supermix was used as per manufacturer’s instructions for both RT-qPCR and qPCR (Bio-Rad Laboratories, Hercules, CA, USA).</p></sec><sec id="Sec14"><title>RNA sequencing analysis</title><p id="Par42">Raw reads were processed using computing clusters available through Compute Canada and the Digital Research Alliance of Canada (<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="uri" xlink:href="https://www.alliancecan.ca/en">https://www.alliancecan.ca/en</ext-link>). Prior to read alignment, sequence read quality was first assessed using FastQC (v0.12.1; <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="uri" xlink:href="https://www.bioinformatics.babraham.ac.uk/projects/fastqc/">https://www.bioinformatics.babraham.ac.uk/projects/fastqc/</ext-link>)<sup><xref ref-type="bibr" rid="CR72">72</xref></sup>. Paired-end read alignment was carried out using the <italic toggle="yes">C. sativa</italic> cultivar ‘Pink Pepper’ reference genome (NCBI RefSeq assembly GCF_029168945.1) and the <italic toggle="yes">S. sclerotiorum</italic> reference genome<sup><xref ref-type="bibr" rid="CR73">73</xref>,<xref ref-type="bibr" rid="CR74">74</xref></sup> (NCBI RefSeq assembly GCF_000146945.2; ) using HISAT2 (v2.2.1; <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="uri" xlink:href="https://daehwankimlab.github.io/hisat2/">https://daehwankimlab.github.io/hisat2/</ext-link>)<sup><xref ref-type="bibr" rid="CR75">75</xref></sup>. Transcript abundance was determined using featureCounts (v2.0.3; <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="uri" xlink:href="https://subread.sourceforge.net/">https://subread.sourceforge.net/</ext-link>)<sup><xref ref-type="bibr" rid="CR76">76</xref></sup>. With one of the barriers to working with the <italic toggle="yes">C. sativa</italic> transcriptome being the level of genome annotation, we used predicted protein orthologs publicly available for the loci of the <italic toggle="yes">C. sativa</italic> cultivar ‘Pink Pepper’ genome through the NCBI Genomes database (RefSeq accession GCF_029168945.1; Lim, 2023). Differential gene expression analysis, low counts filtering, library normalization, principle component analysis and further data visualization was done using libraries DESeq2 (v1.42.1; <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="uri" xlink:href="https://bioconductor.org/packages/release/bioc/html/DESeq2.html">https://bioconductor.org/packages/release/bioc/html/DESeq2.html</ext-link>)<sup><xref ref-type="bibr" rid="CR77">77</xref></sup>, ashr (v2.2.63; <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="uri" xlink:href="https://cran.r-project.org/web/packages/ashr/index.html">https://cran.r-project.org/web/packages/ashr/index.html</ext-link>)<sup><xref ref-type="bibr" rid="CR78">78</xref></sup>, and ggplot2 (v3.5.2; <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="uri" xlink:href="https://cran.r-project.org/web/packages/ggplot2/index.html">https://cran.r-project.org/web/packages/ggplot2/index.html</ext-link>)<sup><xref ref-type="bibr" rid="CR79">79</xref></sup> in R (v4.3.1; <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="uri" xlink:href="https://www.r-project.org/">https://www.r-project.org/</ext-link>)<sup><xref ref-type="bibr" rid="CR80">80</xref></sup>. Genes with counts lower than 10 across all samples were filtered prior to normalization and differential gene expression analysis. Raw sequenced read counts were normalized using the median of ratios method in DESeq2<sup><xref ref-type="bibr" rid="CR81">81</xref></sup>. Differentially expressed genes were called with a p-value &lt; 0.01 when adjusted for false discovery rate (FDR) by the Benjamini-Hochberg method<sup><xref ref-type="bibr" rid="CR82">82</xref></sup>. GO term enrichment was carried out on differentially expressed gene sets using SeqEnrich (v2.0)<sup><xref ref-type="bibr" rid="CR83">83</xref>,<xref ref-type="bibr" rid="CR84">84</xref></sup>. GO and DEG lists (Supplementary Material 1), raw counts aligned to <italic toggle="yes">C. sativa</italic> (Supplementary Material 3), and raw counts aligned to <italic toggle="yes">S. sclerotiorum</italic> (Supplementary Material 4) are provided as supplemental datasets.</p></sec><sec id="Sec15"><title>Sample preparation for light microscopy</title><p id="Par43">Sample preparation, sectioning and staining followed the methods previously described by Chan and Belmonte (2013) with slight modifications. Harvested colas were trimmed to the above-mentioned region of interest before being fixed in a solution of 2.5% glutaraldehyde and 1.6% paraformaldehyde in 1x phosphate-buffered saline. Tissue was added to fixative solution before being vacuum infiltrated for 30 min to ensure adequate penetration of the fixative into the <italic toggle="yes">C. sativa</italic> tissues. Tissue samples were fixed for 24 h at 4 °C. Tissue was decoloured in methyl cellosolve for 24 h, followed by daily 100% ethanol changes for three days at 4 °C. Historesin (Leica Microsystems, Wetzlar, Germany) was gradually infiltrated into processed tissue using a 30%, 50%, 75% and 100% ethanol: historesin mixture. Pure Historesin was exchanged three times over the course of a week, while vacuum infiltrating the tissue in for 30 min halfway through this period. Tissue was then embedded in round molds using an embedding medium composed of 91.5% Historesin, 2.4% polyethylene glycol 400, and 6.1% Historesin Hardener (Leica Microsystems, Wetzlar, Germany; Chan &amp; Belmonte, 2013).</p></sec><sec id="Sec16"><title>Sectioning and staining for light microscopy</title><p id="Par44">Hardened Historesin blocks were sectioned at 3 μm using disposable Epredia Edge-Rite steel blades (Epredia, Kalamazoo, MI, USA) mounted on a Leica RM2245 microtome (Leica Microsystems, Wetzlar, Germany). Sections were placed on glass slides for staining.</p><p id="Par45">Sections were first stained with periodic acid-Schiff stain (15 min in 0.1% periodic acid, followed by 15 min in Schiff’s reagent) before being stained with 0.1% toluidine blue O suspended in distilled water for 30 s. Following staining, coverslips were mounted on the slides using Cytoseal 60 (Richard-Allen Scientific, Kalamazoo, MI, USA). Slides were viewed using a brightfield light microscope and micrographs were taken using the Leica Application Suite software version 4.6.0 (Leica Microsystems, Wetzlar, Germany). Image cropping and the addition of scale bars was carried out in Adobe Photoshop version 25.7.0 (Adobe Systems Inc., San Jose, CA, USA).</p></sec></sec><sec id="Sec17" sec-type="supplementary-material"><title>Supplementary Information</title><p>Below is the link to the electronic supplementary material.</p><p>
<supplementary-material content-type="local-data" id="MOESM1" position="float" orientation="portrait"><media xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="41598_2026_47998_MOESM1_ESM.xlsx" position="float" orientation="portrait"><?suppdata-name 41598_2026_47998_MOESM1_ESM.xlsx?><?suppdata-size 4478960?><?suppdata-md5 f847583f0a6f30a9db9d766f4aecc16b?><?suppdata-image-server-status NEVER_LOAD?><?suppdata-mime-type application?><?suppdata-mime-sub-type vnd.openxmlformats-officedocument.spreadsheetml.sheet?><?suppdata-cloudpmc-urn urn:app:7fef/13246782/f847583f0a6f/41598_2026_47998_MOESM1_ESM.xlsx?><caption><p>Supplementary Material 1</p></caption></media></supplementary-material>
</p><p>
<supplementary-material content-type="local-data" id="MOESM2" position="float" orientation="portrait"><media xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="41598_2026_47998_MOESM2_ESM.pdf" position="float" orientation="portrait"><?suppdata-name 41598_2026_47998_MOESM2_ESM.pdf?><?suppdata-size 509735?><?suppdata-md5 8482ab7bfb91bf4add70a00533808a83?><?suppdata-image-server-status NEVER_LOAD?><?suppdata-mime-type application?><?suppdata-mime-sub-type pdf?><?suppdata-cloudpmc-urn urn:app:7fef/13246782/8482ab7bfb91/41598_2026_47998_MOESM2_ESM.pdf?><caption><p>Supplementary Material 2</p></caption></media></supplementary-material>
</p><p>
<supplementary-material content-type="local-data" id="MOESM3" position="float" orientation="portrait"><media xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="41598_2026_47998_MOESM3_ESM.xlsx" position="float" orientation="portrait"><?suppdata-name 41598_2026_47998_MOESM3_ESM.xlsx?><?suppdata-size 1491658?><?suppdata-md5 6f8370432871c1cec9201fe99815390e?><?suppdata-image-server-status NEVER_LOAD?><?suppdata-mime-type application?><?suppdata-mime-sub-type vnd.openxmlformats-officedocument.spreadsheetml.sheet?><?suppdata-cloudpmc-urn urn:app:7fef/13246782/6f8370432871/41598_2026_47998_MOESM3_ESM.xlsx?><caption><p>Supplementary Material 3</p></caption></media></supplementary-material>
</p><p>
<supplementary-material content-type="local-data" id="MOESM4" position="float" orientation="portrait"><media xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="41598_2026_47998_MOESM4_ESM.xlsx" position="float" orientation="portrait"><?suppdata-name 41598_2026_47998_MOESM4_ESM.xlsx?><?suppdata-size 5884302?><?suppdata-md5 0ce7aedd553555ba68bd141910dd8835?><?suppdata-image-server-status NEVER_LOAD?><?suppdata-mime-type application?><?suppdata-mime-sub-type vnd.openxmlformats-officedocument.spreadsheetml.sheet?><?suppdata-cloudpmc-urn urn:app:7fef/13246782/0ce7aedd5535/41598_2026_47998_MOESM4_ESM.xlsx?><caption><p>Supplementary Material 4</p></caption></media></supplementary-material>
</p></sec></body><back><fn-group><fn><p><bold>Publisher’s note</bold></p><p>Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.</p></fn></fn-group><ack><title>Acknowledgements</title><p>The authors would like to thank Rogue Botanical for providing the plants used in this study in accordance with federal legislation and permits. Authors are also grateful to Genome Québec CES facility for processing RNA sequencing libraries and providing raw mRNA sequencing data.</p></ack><notes notes-type="author-contribution"><title>Author contributions</title><p>NLC, RES, PLW, DJZ, BC and SMR performed experiments. NLC, RES, and BC analyzed the data. NLC, OW, and MFB wrote and reviewed the manuscript.</p></notes><notes notes-type="funding-information"><title>Funding</title><p>This work was generously supported by the Natural Science and Engineering Research Council of Canada Discovery Grants program to MFB and OW. </p></notes><notes notes-type="data-availability"><title>Data availability</title><p>All RNA sequencing data is publicly available online via the Gene Expression Omnibus at the accession <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="pmc:entrez-geo" xlink:href="GSE284432">GSE284432</ext-link>.</p></notes><notes><title>Declarations</title><notes id="FPar1" notes-type="COI-statement"><title>Competing interests</title><p id="Par46">The authors declare no competing interests.</p></notes></notes><ref-list id="Bib1"><title>References</title><ref id="CR1"><label>1.</label><citation-alternatives><element-citation id="ec-CR1" publication-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Long</surname><given-names>T</given-names></name><name name-style="western"><surname>Wagner</surname><given-names>M</given-names></name><name name-style="western"><surname>Demske</surname><given-names>D</given-names></name><name name-style="western"><surname>Leipe</surname><given-names>C</given-names></name><name name-style="western"><surname>Tarasov</surname><given-names>PE</given-names></name></person-group><article-title>Cannabis in Eurasia: origin of human use and Bronze Age trans-continental connections</article-title><source>Veg. Hist. Archaeobotany</source><year>2017</year><volume>26</volume><fpage>245</fpage><lpage>258</lpage><pub-id pub-id-type="doi">10.1007/s00334-016-0579-6</pub-id></element-citation><mixed-citation id="mc-CR1" publication-type="journal">Long, T., Wagner, M., Demske, D., Leipe, C. &amp; Tarasov, P. E. Cannabis in Eurasia: origin of human use and Bronze Age trans-continental connections. <italic toggle="yes">Veg. Hist. Archaeobotany</italic>. <bold>26</bold>, 245–258 (2017).</mixed-citation></citation-alternatives></ref><ref id="CR2"><label>2.</label><citation-alternatives><element-citation id="ec-CR2" publication-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Ren</surname><given-names>G</given-names></name><etal/></person-group><article-title>Large-scale whole-genome resequencing unravels the domestication history of Cannabis sativa</article-title><source>Sci. Adv.</source><year>2021</year><volume>7</volume><fpage>eabg2286</fpage><pub-id pub-id-type="doi">10.1126/sciadv.abg2286</pub-id><pub-id pub-id-type="pmid">34272249</pub-id><pub-id pub-id-type="pmcid">PMC8284894</pub-id></element-citation><mixed-citation id="mc-CR2" publication-type="journal">Ren, G. et al. Large-scale whole-genome resequencing unravels the domestication history of Cannabis sativa. <italic toggle="yes">Sci. Adv.</italic><bold>7</bold>, eabg2286 (2021).<pub-id pub-id-type="pmid">34272249</pub-id>
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