<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Agron.</journal-id>
<journal-title>Frontiers in Agronomy</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Agron.</abbrev-journal-title>
<issn pub-type="epub">2673-3218</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fagro.2023.1201600</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Agronomy</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Impact of <italic>Puccinia punctiformis</italic> on <italic>Cirsium arvense</italic> performance in a simulated crop sequence</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chichinsky</surname>
<given-names>Daniel</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2239437"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Larson</surname>
<given-names>Christian</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1003409"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Eberly</surname>
<given-names>Jed</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/579035"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Menalled</surname>
<given-names>Fabian D.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/275453"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Seipel</surname>
<given-names>Tim</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1158648"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Land Resources and Environmental Sciences, Montana State University</institution>, <addr-line>Bozeman, MT</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Central Agriculture Research Center, College of Agriculture, Montana State University</institution>, <addr-line>Moccasin, MT</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Simerjeet Kaur, Punjab Agricultural University, India</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Ioannis Roussis, Agricultural University of Athens, Greece; Hossein Ghanizadeh, Massey University, New Zealand</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Daniel Chichinsky, <email xlink:href="mailto:dchichinsky@gmail.com">dchichinsky@gmail.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>05</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>5</volume>
<elocation-id>1201600</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>04</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>04</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Chichinsky, Larson, Eberly, Menalled and Seipel</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Chichinsky, Larson, Eberly, Menalled and Seipel</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>
<italic>Cirsium arvense</italic> (Canada thistle) is a perennial weed that causes significant economic losses in agriculture. An extensive rhizomatous root system makes <italic>C. arvense</italic> difficult to manage, particularly in agricultural systems that use tillage as a primary management tool. There is a need for the development of integrated weed management toolsets that include <italic>C. arvense</italic> biological controls. <italic>Puccinia punctiformis</italic> (thistle rust) is an autoecious fungal pathogen that systemically infects <italic>C. arvense</italic>, with the potential to reduce host vigor over time. The goal of this study was to integrate the <italic>P. punctiformis</italic> biocontrol with a simulated annual cropping sequence in a greenhouse environment and evaluate <italic>C. arvense&#x2019;s</italic> above-and belowground biomass production, and its competitive ability. Repeated <italic>P. punctiformis</italic> inoculations produced systemically infected <italic>C. arvense</italic> stems in greenhouse pots over time. <italic>Cirsium arvense</italic> that was inoculated with <italic>P. punctiformis</italic> had 1.6 grams/pot (<italic>p = 0.0019</italic>) less aboveground biomass and 5.6 grams/pot (<italic>p&lt; 0.001)</italic> less belowground biomass, compared to the non-inoculated (control). <italic>Puccinia punctiformis</italic> and crop competition interacted additively to lower aboveground (p&lt;0.001) and belowground (p&lt;0.001) <italic>C. arvense</italic> biomass more than individual use of either the biocontrol or competition alone. The aboveground competition intensity of <italic>C. arvense</italic> in a mixed crop sequence, relative to non-inoculated <italic>C. arvense</italic> grown in a monoculture, was moderately impacted by the <italic>P. punctiformis</italic> biocontrol (<italic>p = 0.0987</italic>). These results indicate that systemic infection can reduce biomass production and the competitive ability of <italic>C. arvense</italic>. Overall, <italic>P. punctiformis</italic> can be integrated into competitive annual cropping sequences with the potential to reduce <italic>C. arvense</italic> vigor over time.</p>
</abstract>
<kwd-group>
<kwd>crop competition</kwd>
<kwd>
<italic>Puccinia punctiformis</italic>
</kwd>
<kwd>agriculture</kwd>
<kwd>integrated weed management (IWM)</kwd>
<kwd>Canada thistle</kwd>
<kwd>thistle rust</kwd>
<kwd>biocontrol</kwd>
</kwd-group>
<contract-num rid="cn001">GW21-218</contract-num>
<contract-num rid="cn002">2018-51300-28432</contract-num>
<contract-sponsor id="cn001">Western SARE<named-content content-type="fundref-id">10.13039/100006104</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">National Institute of Food and Agriculture<named-content content-type="fundref-id">10.13039/100005825</named-content>
</contract-sponsor>
<counts>
<fig-count count="4"/>
<table-count count="3"/>
<equation-count count="1"/>
<ref-count count="37"/>
<page-count count="8"/>
<word-count count="4950"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Weed Management</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>
<italic>Cirsium arvense</italic> (L.) Scop. (Canada thistle) is a problematic weed that causes large economic losses in agriculture, driving the need for integrated weed management tools that include biological control agents (<xref ref-type="bibr" rid="B27">Orloff et&#xa0;al., 2018</xref>). <italic>Cirsium arvense</italic> can be found throughout temperate climates of the world, where it exists as a perennial herb that reproduces through an extensive rhizomatous root system and wind dispersed seeds (<xref ref-type="bibr" rid="B33">Tiley, 2010</xref>). Clonal rhizomes make <italic>C. arvense</italic> resilient to disturbance, particularly in tilled organic cropping systems that do not use synthetic herbicides for weed management (<xref ref-type="bibr" rid="B26">Moore, 1975</xref>). Organic producers in the Northern Great Plains region of the United States generally depend on tillage as a primary weed management tool, however this practice increases soil erosion due to wind and water and depletes soil organic matter over time (<xref ref-type="bibr" rid="B17">Lenhoff et&#xa0;al., 2017</xref>). Additionally, tillage can disperse vigorous <italic>C. arvense</italic> rhizomes, causing a rapid increase of the weed&#x2019;s population (<xref ref-type="bibr" rid="B33">Tiley, 2010</xref>). As a result, <italic>C. arvense</italic> has become a serious management problem within organic cropping systems, where alternative management tools need to be explored (<xref ref-type="bibr" rid="B31">Tautges et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B27">Orloff et&#xa0;al., 2018</xref>).</p>
<p>The use of competitive annual crops is another common approach used to manage weeds in organic cropping systems (<xref ref-type="bibr" rid="B6">Bullock, 1992</xref>; <xref ref-type="bibr" rid="B19">Liebman and Dyck, 1993</xref>). Competitive crops can disrupt weed growth by reducing resource availability and niche dominance of weed species (<xref ref-type="bibr" rid="B19">Liebman and Dyck, 1993</xref>). However, the difficult nature of reducing <italic>C. arvense</italic> rhizomes, particularly in organic agriculture (<xref ref-type="bibr" rid="B31">Tautges et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B27">Orloff et&#xa0;al., 2018</xref>), has led to a search for alternative and integrated tactics, including biocontrol agents that inhibit root development (<xref ref-type="bibr" rid="B3">Berner et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B8">Cripps et&#xa0;al., 2014</xref>). The use of biocontrol agents can be challenging due to a lack of host specificity, varied responses to environmental conditions, and mismanagement. However, continued exploration of biocontrols for <italic>C. arvense</italic> has the potential to yield low-cost, long-term, host-specific options that can be integrated into existing weed management toolsets (<xref ref-type="bibr" rid="B3">Berner et&#xa0;al., 2013</xref>).</p>
<p>
<italic>Puccinia punctiformis</italic> (F. Strauss) Rohl. (thistle rust) is a heterotrophic fungal pathogen of <italic>C. arvens</italic>e that acts as a long-term systemic parasite (<xref ref-type="bibr" rid="B5">Buller, 1950</xref>; <xref ref-type="bibr" rid="B24">Menzies, 1953</xref>; <xref ref-type="bibr" rid="B3">Berner et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B15">Kentjens et&#xa0;al., 2023</xref>). As a parasite that consumes resources and weakens the root structure (<xref ref-type="bibr" rid="B5">Buller, 1950</xref>; <xref ref-type="bibr" rid="B24">Menzies, 1953</xref>), <italic>P. punctiformis</italic> is specific to <italic>C. arvense</italic> (<xref ref-type="bibr" rid="B3">Berner et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B15">Kentjens et&#xa0;al., 2023</xref>) and has been identified in temperate habitats around the globe (<xref ref-type="bibr" rid="B3">Berner et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B15">Kentjens et&#xa0;al., 2023</xref>). Once established in the roots, infected <italic>C. arvense</italic> can develop chlorotic leaf tissue with lesions, elongated stems, and growth irregularities which can reduce fitness and cause death (<xref ref-type="bibr" rid="B5">Buller, 1950</xref>; <xref ref-type="bibr" rid="B3">Berner et&#xa0;al., 2013</xref>). Diseased stems act as aboveground carriers for <italic>P. punctiformis</italic> spores, appearing as orange to dark-red pustules on leaves, where the fungus completes most of its five-stage heterothallic life cycle during summer months, eventually producing transmissible teliospores (<xref ref-type="bibr" rid="B5">Buller, 1950</xref>; <xref ref-type="bibr" rid="B24">Menzies, 1953</xref>; <xref ref-type="bibr" rid="B15">Kentjens et&#xa0;al., 2023</xref>). Teliospore-bearing thistle leaves senesce and abscise as precipitation and temperatures decline, where they can contact healthy <italic>C. arvense</italic> rosettes through wind or mechanical dispersion, leading to long-term systemic infection in new <italic>C. arvense</italic> hosts under ideal environmental conditions (<xref ref-type="bibr" rid="B13">French and Lightfield, 1990</xref>; <xref ref-type="bibr" rid="B3">Berner et&#xa0;al., 2013</xref>).</p>
<p>
<italic>Puccinia punctiformis</italic>&#x2019; impact on <italic>C. arvense</italic> abundance has been well documented (<xref ref-type="bibr" rid="B12">French, 1990</xref>; <xref ref-type="bibr" rid="B32">Thomas et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B3">Berner et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B8">Cripps et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B15">Kentjens et&#xa0;al., 2023</xref>). However, to our knowledge, the effects of integrating the <italic>P. punctiformis</italic> biocontrol with a competitive crop sequence on <italic>C. arvense</italic> growth have not been studied. We addressed this gap in knowledge using greenhouse experiment, which assessed the impact of <italic>P. punctiformis</italic> on <italic>C. arvense</italic> growth and competitiveness. Specifically, our questions were: 1) What is the probability of observing <italic>P. punctiformis</italic> infected <italic>C. arvense</italic> over time, and does the percentage of infected <italic>C. arvense</italic> stems increase over time? 2) How does <italic>P. punctiformis</italic> affect <italic>C. arvense</italic> above- and belowground biomass, and does crop competition interact with the effects? 3) Using a relative competition intensity index (RCI), is the competitive ability of <italic>C. arvense</italic> reduced when <italic>P. punctiformis</italic> is integrated into a sequence of competitive annual crops? We hypothesized that the integration of <italic>P. punctiformis</italic> with a competitive crop sequence would lead to a significant reduction in above- and belowground <italic>C. arvense</italic> biomass, compared to individual effects from <italic>P. punctiformis</italic> or crop competition when used alone.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Experimental design</title>
<p>A greenhouse study with three independent trials was conducted at the Montana State University Plant Growth Center in Bozeman, Montana, between 2020 and 2022. A nested full factorial (2 x 2) design was used to assess the integration of <italic>P. punctiformis</italic> and crop competition. The primary treatment was <italic>P. punctiformis</italic> inoculation, with two levels: <italic>C. arvense</italic> inoculated with <italic>P. punctiformis</italic> (n = 20) and non-inoculated <italic>C. arvense</italic> grown as a control (n = 20). Nested within each level of the inoculation treatment was a competition treatment, split into two levels: <italic>C. arvense</italic> grown in monoculture (n = 10) and <italic>C. arvense</italic> grown in competition with a common crop species (n = 10; <xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>).</p>
<p>The competition treatment was a four-phase crop sequence that incorporated common crops used by organic farmers in the dryland areas of the Northern Great Plains. The sequence included the following four phases, with seeding depths and seeding rates scaled for greenhouse pots: 1) Fallow: 1-gram <italic>C. arvense</italic> rhizome planted ~ 10 cm deep; 2) spring wheat: 100 kg/hectare planted ~ 5 cm deep (18 plants/pot); 3) forage pea: 89 kg/hectare planted ~ 5 cm deep (8 plants/pot); and 4) safflower: 33 kg/hectare planted ~ 3 cm deep (2 plants/pot). <italic>Cirsium arvense</italic> rhizomes were planted in the approximate center of each pot during the first phase. Crops were planted in a manner that provided approximately equal space between individuals, with at least 5 cm of distance from pot edges.</p>
<p>Two separate greenhouse spaces were used to prevent movement of <italic>P. punctiformis</italic> spores between the <italic>P. punctiformis</italic> inoculated treatment and the non-inoculated (control) treatment. Internal greenhouse temperatures for both spaces were set at a range of 18&#xb0;C to 26.5<italic>&#xb0;</italic>C during the day, and 10<italic>&#xb0;</italic>C to 24&#xb0;C at night. To ensure consistent lighting, passive solar lighting with supplemental 1000-watt metal halide lamps, set to 12 hour intervals, were used throughout the course of the study.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>
<italic>Cirsium arvense</italic> and <italic>Puccinia punctiformis</italic> establishment</title>
<p>
<italic>Cirsium arvense</italic> rhizomes were acquired from naturally occurring populations in Gallatin County and Hill County, Montana during the summer of 2019. Rhizomes were maintained in greenhouse pots and used as the source of rhizome transplants for the study. Pots (25.4 cm diameter x 20.3 cm deep) were sown with 1-gram cuttings of <italic>C. arvense</italic> rhizome and randomly assigned to a treatment. Rhizomes were planted into a pasteurized soil mixture consisting of equal parts (by volume) of loam soil, washed sand, and Canadian sphagnum peat moss. Pots were watered every two days or as needed, for ten seconds per pot using the shower setting on a conventional garden hose wand. A soluble all-purpose fertilizer (20-20-20 NPK) was added to pots bi-weekly, by mixing 2.5 ml of fertilizer with 3.8 L of water in a watering can, and hand watering for ten seconds per pot. <italic>Cirsium arvense</italic> was grown for an average of 4.5 months during the first phase (fallow) in all treatments, which was approximately timed with the development of flower buds in all pots. In subsequent phases of each trial, <italic>C. arvense</italic> was allowed to grow until harvest at the maturity stage of the crop within each crop phase.</p>
<p>
<italic>Puccinia punctiformis</italic> inoculum was collected from naturally occurring populations of infected <italic>C. arvense</italic> in Gallatin County, Montana and prepared as described by <xref ref-type="bibr" rid="B3">Berner et&#xa0;al. (2013)</xref>. Systemically infected <italic>C. arvense</italic> stems were harvested in the autumns of 2020 and 2021, and dried in paper bags in a dark room at ambient temperatures. From the dried stems, leaf tissue containing signs of teliospores were gathered, and ground into a coarse powder inoculum using a household blender. The ground teliospore-bearing inoculum was immediately used or stored for future use in a -80<italic>&#xb0;</italic>C freezer. Inoculation methodology followed <xref ref-type="bibr" rid="B3">Berner et&#xa0;al. (2013)</xref>, where 5 ml of dry rust inoculum was dispersed evenly on the crowns of <italic>C. arvense</italic> rosettes at the beginning of each phase, for a total of four inoculations per pot in each trial. <xref ref-type="bibr" rid="B8">Cripps et&#xa0;al. (2014)</xref> estimated that the concentration of teliospores, using the same methodology, was 1.14x10<sup>7</sup> teliospores g<sup>-1</sup>. The inoculated rosettes were misted with deionized water once a day for three days post inoculation to maintain humidity for spore germination. This method was repeated after the harvest of each phase and subsequent regrowth of <italic>C. arvense</italic>, for a total of four inoculations per pot in each trial.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Data collection</title>
<p>To address our first question, the density of <italic>C. arvense</italic> stems with signs of systemic <italic>P. punctiformis</italic> infection was recorded from each pot at the termination of each crop phase. <italic>Cirsium arvense</italic> stems were identified as systemically infected when spore structures were observed on leaves and stems. To address our second and third questions, <italic>C. arvense</italic> and crop stems were counted and cut at soil level at the termination of each crop phase. To obtain dry weight, the harvested biomass was oven dried for 72 hours at ~40.5<italic>&#xb0;</italic>C and weighed to the nearest 0.01-gram. After each harvest, pots containing thistle rhizomes were left undisturbed and the next crop phase was seeded into pots assigned to the mixed competition treatment. After the aboveground harvest of final the crop phase (safflower) of each trial, <italic>C. arvense</italic> rhizome biomass was removed from the soil of each pot, cleaned of soil and residue with cool water, dried for 72 hours at ~40.5<italic>&#xb0;</italic>C, and weighed to the nearest 0.01-gram <italic>Cirsium arvense</italic> pots assigned to the monoculture level of the competition treatment were harvested using the same methodology and at the same time as the mixed pots.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Data analysis</title>
<p>The probability of observing systemic <italic>P. punctiformis</italic> infection in pots was calculated at each phase in the crop sequence and was modeled using a generalized linear mixed effects model with a binomial distribution (&#x201c;glmer&#x201d; function in the R-Package &#x201c;lmerTest&#x201d;; <xref ref-type="bibr" rid="B16">Kuznetsova et&#xa0;al., 2017</xref>). The fixed effect in this model was crop phase, and pot ID was included as a random effect to account for repeated observations within each pot over the three trials. Model selection followed a backwards selection from a full model containing all potential explanatory variables using a &#x2018;Drop in Deviance&#x2019; test (<xref ref-type="bibr" rid="B29">Ramsey and Schafer, 2012</xref>). Model overdispersion was checked by calculating the sum of squared Pearson residuals and comparing it to the residual degrees of freedom, and assumptions homoscedasticity, normality, or influential observations were visually assessed (<xref ref-type="bibr" rid="B29">Ramsey and Schafer, 2012</xref>).</p>
<p>The percentage of <italic>C. arvense</italic> stems with signs of systemic <italic>P. punctiformis</italic> infection within the inoculated treatment was calculated out of the total density of <italic>C. arvense</italic> stems per pot and was modeled using a linear mixed effects model (&#x201c;lmer&#x201d; function in the R-Package &#x201c;lmerTest&#x201d;; <xref ref-type="bibr" rid="B16">Kuznetsova et&#xa0;al., 2017</xref>). The fixed effects and random effects in this model were the same as previously described. Explanatory variables were backwards selected from a full model containing all potential explanatory variables (&#x201c;step&#x201d; function in the R-Package &#x201c;lmerTest&#x201d;; <xref ref-type="bibr" rid="B29">Ramsey and Schafer, 2012</xref>). Model assumptions of homoscedasticity, normality, and influential observations were visually assessed (<xref ref-type="bibr" rid="B29">Ramsey and Schafer, 2012</xref>).</p>
<p>Differences in <italic>C arvense</italic> above- and belowground biomass was evaluated using separate linear mixed effects models. In the model for aboveground biomass, the fixed effects were inoculation treatment, competition treatment, and crop phase, with pot ID as a random effect. In the model for belowground biomass, the fixed effects were inoculation treatment and competition treatment, with trial as a random effect to account for repeated observations within each trial. In both models, explanatory terms were selected, and assumptions were checked using methods described previously.</p>
<p>To assess the competitive ability of <italic>C. arvense</italic>, a relative competition intensity (RCI; <xref ref-type="bibr" rid="B36">Weigelt and Jolliffe, 2003</xref>) was used to evaluate the impacts of competition between the <italic>P. punctiformis</italic> inoculated and non-inoculated (control) treatments was calculated as:</p>
<disp-formula>
<mml:math display="block" id="M1">
<mml:mrow>
<mml:mtext>RCI</mml:mtext>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
<mml:mo>-</mml:mo>
<mml:mi>m</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>x</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:math>
</disp-formula>
<p>Where &#x201c;monoculture&#x201d; was the aboveground biomass of <italic>C. arvense</italic> from the non-inoculated (control) monoculture treatment, and &#x201c;mixed&#x201d; was the aboveground biomass of the mixed pots for either the <italic>P. punctiformis</italic> inoculated or non-inoculated (control) treatment. RCI<sup>control</sup> was calculated using aboveground biomass from the control monoculture and mixed pots that were not inoculated with <italic>P. punctiformis</italic>. RCI<sup>inoculated</sup> was calculated using aboveground biomass from the non-inoculated (control) monoculture and the aboveground biomass from the mixed pots in the <italic>P. punctiformis</italic> inoculated treatment. An RCI value &#x2264; 0 indicates that <italic>C. arvense</italic> grown in mixed pots produced as much or more aboveground biomass compared to <italic>C. arvense</italic> grown in a monoculture. In contrast, RCI &gt; 0 indicates that aboveground biomass of <italic>C. arvense</italic> was reduced when grown in mixed pots, and RCI = 100 indicates that no aboveground <italic>C. arvense</italic> biomass was produced in the mixed treatment.</p>
<p>The relationship between RCI<sup>control</sup> and RCI<sup>inoculated</sup> was evaluated using a linear mixed effects model, with fixed effects of inoculation treatment and crop phase, and pot ID included as a random effect. Model selection was completed by comparing all potential models with an Extra Sums of Squares F-Test. All model assumptions were visually assessed.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>
<italic>Puccinia punctiformis</italic> establishment</title>
<p>The overall frequency of <italic>P. punctiformis</italic> inoculated pots with systemically infected <italic>C. arvense</italic> stems over the three trials was 52% with no infection observed in the non-inoculated (control) treatment. Systemically infected <italic>C. arvense</italic> stems were observed in 15% of pots in the fallow phase, 65% of pots in the wheat phase, 60% of pots in the pea phase, and 67% of pots in the safflower phase (<italic>F = 14.159; p&lt;0.001</italic>; <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). The percentage of <italic>P. punctiformis</italic> infected stems in the inoculated treatment, out of all <italic>C. arvense</italic> stems produced per pot, increased as the crop sequence progressed, with the largest increase occurring after the fallow phase <italic>(F = 8.58; p&lt;0.001)</italic>. The overall mean percentage of <italic>P. punctiformis</italic> infected stems per pot was 12%. Out of all stems produced per pot, 4% were systemically infected in the fallow phase, 14% were systemically infected in the wheat phase, 16% were systemically infected in the pea phase, and 14% were systemically infected in the safflower phase (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>
<bold>(A)</bold> Model predicted percentage of greenhouse pots with signs of systemically infected C arvense stems throughout the simulated crop sequence in the P. punctiformis inoculated treatment. <bold>(B)</bold> Model predicted percentage of systemically infected stems, out of the total C arvense stems produced per pot, in the P. punctiformis inoculated treatment throughout the simulated crop sequence. Letters (a &amp; b) are representative of the statistical differences in percentage of infected stems/pot between crop phases, where phases that share the same letter are not statistically different.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fagro-05-1201600-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>
<italic>Cirsium arvense</italic> above-and belowground biomass</title>
<p>
<italic>Cirsium arvense</italic> that was inoculated with <italic>P. punctiformis</italic> had (&#xb1; SE) 1.6 (&#xb1; 0.52) grams/pot less aboveground biomass compared to non-inoculated (control) <italic>C. arvense</italic> (<italic>F = 9.965; p = 0.0020</italic>). <italic>Cirsium arvense</italic> grown with crop competition produced ( &#xb1; SE) 3.1 &#xb1; 0.52 grams/pot less aboveground biomass than <italic>C. arvense</italic> grown in monoculture (<italic>F = 36.396; p&lt; 0.001</italic>). <italic>Cirsium arvense</italic> biomass in the integrated <italic>P. punctiformis</italic> inoculated and crop competition treatment was ( &#xb1; SE) 4.8 &#xb1; 0.74 grams/pot less than <italic>C. arvense</italic> biomass in the monoculture, non-inoculated treatment (<italic>t = 6.506; p&lt; 0.</italic>001; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>, <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Model predicted aboveground <italic>C. arvense</italic> biomass (grams/pot) between the inoculated and non-inoculated (control). Inoculated and non-inoculated (control) <italic>C. arvense</italic> was either grown in a monoculture or grown with interspecific competition where <italic>C. arvense</italic> was mixed with a sequence of annual crops.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fagro-05-1201600-g002.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>ANOVA results for the <italic>C. arvense</italic> aboveground biomass response to <italic>P. punctiformis</italic> inoculation treatments (inoculated/non-inoculated) and competition treatments (monoculture/mixed).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="left">df</th>
<th valign="top" align="left">SS</th>
<th valign="top" align="left">MS</th>
<th valign="top" align="left">F</th>
<th valign="top" align="left">p</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>Inoculation treatment</bold>
</td>
<td valign="top" align="left">117.2</td>
<td valign="top" align="left">218.03</td>
<td valign="top" align="left">218.03</td>
<td valign="top" align="left">9.965</td>
<td valign="top" align="left">0.0020</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Competition treatment</bold>
</td>
<td valign="top" align="left">117.2</td>
<td valign="top" align="left">796.35</td>
<td valign="top" align="left">796.35</td>
<td valign="top" align="left">36.396</td>
<td valign="top" align="left">&lt;0.001</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>
<italic>C. arvense</italic> rhizome biomass was 6.9 grams/pot in the <italic>P. punctiformis</italic> inoculated treatment and 12.5 grams/pot in the non-inoculated (control) treatment, after an average of 12.9 months of growth. Rhizome biomass in the <italic>P. punctiformis</italic> inoculated treatment was less than rhizome biomass in the non-inoculated (control) treatment (<italic>F = 25.791; p&lt; 0.001</italic>). The estimated biomass of <italic>C. arvense</italic> rhizome in the inoculated treatment was ( &#xb1; SE) 5.6 &#xb1; 1.1 grams/pot less than in the control treatment. <italic>Cirsium arvense</italic> grown with crop competition produced ( &#xb1; SE) 2.7 &#xb1; 1.1 grams/pot less rhizome biomass than <italic>C. arvense</italic> grown in monoculture (<italic>F = 6.211; p-value = 0.0141</italic>). Rhizome biomass in the integrated <italic>P. punctiformis</italic> inoculated and crop competition treatment was ( &#xb1; SE) 8.3 &#xb1; 1.6 grams/pot less than rhizome biomass in the monoculture, non-inoculated (control) treatment (<italic>t = 5.353; p&lt; 0.001</italic>; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>, <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Model predicted belowground <italic>C. arvense</italic> biomass (grams/pot) between the inoculated and non-inoculated (control). Inoculated and non-inoculated (control) <italic>C. arvense</italic> was either grown in a monoculture or grown with interspecific competition where <italic>C. arvense</italic> was mixed with a sequence of annual crops.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fagro-05-1201600-g003.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>ANOVA results for the <italic>C. arvense</italic> root biomass response to <italic>P. punctiformis</italic> inoculation treatments (inoculated/non-inoculated) and competition treatments (monoculture/mixed).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="left">df</th>
<th valign="top" align="left">SS</th>
<th valign="top" align="left">MS</th>
<th valign="top" align="left">F</th>
<th valign="top" align="left">p</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>Inoculation treatment</bold>
</td>
<td valign="top" align="left">115</td>
<td valign="top" align="left">932.98</td>
<td valign="top" align="left">932.98</td>
<td valign="top" align="left">25.791</td>
<td valign="top" align="left">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Competition treatment</bold>
</td>
<td valign="top" align="left">115</td>
<td valign="top" align="left">224.68</td>
<td valign="top" align="left">796.35</td>
<td valign="top" align="left">6.211</td>
<td valign="top" align="left">0.0142</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>
<italic>Puccinia punctiformis</italic> impact on <italic>Cirsium arvense</italic> competition</title>
<p>Crop competition reduced aboveground biomass, with ( &#xb1; SE) 49.2% &#xb1; 5.9 biomass loss in the inoculated treatment, and ( &#xb1; SE) 39.2% &#xb1; 5.9 biomass loss in the non-inoculated (control) treatment, when compared against the monoculture index for growth in the non-inoculated (control) treatment. There was some evidence for a difference in RCI between the inoculated treatment and the non-inoculated (control) (<italic>F = 2.816, p-value = 0.0987</italic>). The relative competition of <italic>C. arvense</italic> varied between crop phases (wheat, pea, and safflower) in both the inoculated and control treatments (<italic>F = 63.669; p&lt; 0.001</italic>). Crop competition reduced aboveground biomass by ( &#xb1; SE) 48% &#xb1; 5.9 in the wheat phase, ( &#xb1; SE) 71% &#xb1; 5.9 in the pea phase, and ( &#xb1; SE) 14% &#xb1; 5.9 in the safflower phase, when compared against the monoculture index for growth in the non-inoculated (control) treatment. Additionally, there was an interaction between the inoculation treatments and crop phases (<italic>F = 3.329; p = 0.0393</italic>). The RCI between the inoculation treatments increasingly separated as the crop sequence progressed, where the inoculated treatment lost ( &#xb1; SE) 24% &#xb1; 8.3 more biomass than the non-inoculated (control) treatment by the final safflower phase in the crop sequence (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>, <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>The relationship in aboveground <italic>C. arvense</italic> biomass loss in competition (RCI%) between the <italic>P. punctiformis</italic> inoculated and non-inoculated (control) treatments for the three crop phases for all three trials. There was no difference in RCI between the treatments or the crop phases. An RCI value &#x2264; 0 indicates that <italic>C. arvense</italic> grown in mixed pots produced as much or more aboveground biomass compared to <italic>C. arvense</italic> grown in a monoculture. In contrast, RCI &gt; 0 indicates that aboveground biomass of <italic>C. arvense</italic> was reduced when grown in mixed pots, and RCI = 100 indicates that no aboveground <italic>C. arvense</italic> biomass was produced in the mixed treatment.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fagro-05-1201600-g004.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>ANOVA results for the relative competition intensity (RCI) of <italic>C. arvense</italic> aboveground biomass response to <italic>P. punctiformis</italic> inoculation treatments (inoculated/non-inoculated), competitive crop phases (wheat/pea/safflower), and the interaction between inoculation treatments and crop phases.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="left">df</th>
<th valign="top" align="left">SS</th>
<th valign="top" align="left">MS</th>
<th valign="top" align="left">F</th>
<th valign="top" align="left">p</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>Inoculation treatment</bold>
</td>
<td valign="top" align="left">58</td>
<td valign="top" align="left">2129</td>
<td valign="top" align="left">2129</td>
<td valign="top" align="left">2.816</td>
<td valign="top" align="left">0.9872</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Crop phase</bold>
</td>
<td valign="top" align="left">116</td>
<td valign="top" align="left">96261</td>
<td valign="top" align="left">48131</td>
<td valign="top" align="left">63.669</td>
<td valign="top" align="left">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Inoculation treatment *Crop phase</bold>
</td>
<td valign="top" align="left">116</td>
<td valign="top" align="left">5034</td>
<td valign="top" align="left">2517</td>
<td valign="top" align="left">3.329</td>
<td valign="top" align="left">0.03927</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Sustainable <italic>C. arvense</italic> management in organic cropping systems is a primary challenge in temperate regions around the globe. Integrated weed management strategies are needed to reduce the abundance, slow the spread, and minimize the impact of <italic>C. arvense</italic> in cropping systems over a long term (<xref ref-type="bibr" rid="B20">Liebman et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B18">Liebman and Davis, 2009</xref>; <xref ref-type="bibr" rid="B9">Davis et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B27">Orloff et&#xa0;al., 2018</xref>). In this study, we found that the integration of <italic>P. punctiformis</italic> and crop competition interacted to impact <italic>C. arvense</italic> biomass and competitive ability. Integrated weed management of <italic>C. arvense</italic> that combines the <italic>P. punctiformis</italic> biocontrol with crop competition can reduce <italic>C. arvense</italic> vigor but requires careful consideration for effective use within complex cropping systems.</p>
<p>Repeated inoculations of <italic>C. arvense</italic> rosettes with <italic>P. punctiformis</italic> yielded systemically infected <italic>C. arvense</italic> stems in all phases of the crop sequence. Inoculation of rosettes resulted in few systemically infected <italic>C. arvense</italic> stems in the first phase (3-4 months of growth) of the crop sequence, but incidence of infection increased over time. The slow development of systemically infected stems is consistent with the general development of plant pathogens, which often require an incubation period before infected plants develop symptoms (<xref ref-type="bibr" rid="B1">Agrios, 2005</xref>). Our findings are also consistent with literature that suggests that <italic>P. punctiformis</italic> mostly resides asymptomatically within <italic>C. arvense</italic> rhizomes (<xref ref-type="bibr" rid="B2">Bailiss and Wilson, 1969</xref>), especially during the initial stages of infection. In a study testing asymptomatic <italic>C. arvense</italic> rosettes in proximity to <italic>P. punctiformis</italic> inoculations, <xref ref-type="bibr" rid="B4">Berner et&#xa0;al. (2015)</xref> discovered that up to 60% of asymptomatic rosettes were positive hosts for <italic>P. punctiformis</italic>. Therefore, the success of our inoculations was likely greater than what was observed aboveground.</p>
<p>While systemically infected stems were observed in most inoculated greenhouse pots, the majority of stems produced were asymptomatic. This supports the conclusion that <italic>P. punctiformis</italic> is primarily a root pathogen (<xref ref-type="bibr" rid="B4">Berner et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B15">Kentjens et&#xa0;al., 2023</xref>) that remains latent until adequate resources are gathered from the host and environmental conditions are suitable for the emergence of spore bearing <italic>C. arvense</italic> stems (<xref ref-type="bibr" rid="B23">Mendgen and Hahn, 2002</xref>). The stabilization of infected <italic>C. arvense</italic> stems after the fallow phase reflects the host&#x2019;s capacity to support <italic>P. punctiformis</italic>, given the limitations of plant growth in greenhouse pots. <xref ref-type="bibr" rid="B4">Berner et&#xa0;al. (2015)</xref> and <xref ref-type="bibr" rid="B35">Watson and Koegh (1980)</xref> suggested that the robustness of infected <italic>C. arvense</italic> can be a factor that influences the development of systemically infected <italic>C. arvense</italic> stems, where a robust host is more likely to produce a relatively high abundance of infected stems, and systemic infection in a weaker host could produce fewer infected stems. It was concluded that systemic infection in a less robust host remains mostly asymptomatic and caused death more quickly than systemic infection in a robust host.</p>
<p>
<italic>Cirsium arvense</italic> that was inoculated with the <italic>P. punctiformis</italic> biocontrol produced less belowground biomass compared to <italic>C. arvense</italic> that was not inoculated. Our results agree with the findings of <xref ref-type="bibr" rid="B32">Thomas et&#xa0;al.&#x2019;s (1994)</xref> greenhouse experiment, where <italic>P. punctiformis</italic> inoculated <italic>C. arvense</italic> produced less root biomass than non-inoculated <italic>C. arvense</italic>. A weakened root system can directly impact aboveground biomass production, where root resources that would otherwise promote stem growth, are instead allocated to costly defense compounds, or become parasitized by <italic>P. punctiformis</italic> (<xref ref-type="bibr" rid="B14">Herms and Mattson, 1992</xref>; <xref ref-type="bibr" rid="B32">Thomas et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B25">Monson et&#xa0;al., 2022</xref>). This was demonstrated in our findings, where <italic>P. punctiformis</italic> inoculations yielded less aboveground biomass compared to <italic>C. arvense</italic> that was not inoculated, confirming that <italic>P. punctiformis</italic> inoculations can effectively impact the overall growth of <italic>C. arvense.</italic>
</p>
<p>Competition with annual crops affected <italic>C. arvense</italic> aboveground growth, although the effects differed between crop species. Unexpectedly, peas were the most competitive annual crop species in the sequence, despite their relatively slow germination, shallow rooting depth, and open canopy (<xref ref-type="bibr" rid="B22">McKay et&#xa0;al., 2003</xref>). It is possible that wheat, a moderately competitive cereal species (<xref ref-type="bibr" rid="B21">Mason and Spaner, 2006</xref>), had a lasting impact on <italic>C. arvense</italic> vigor that wasn&#x2019;t evident until the following pea phase. The weak competitive qualities of peas may have facilitated a recovery in <italic>C. arvense</italic> vigor, becoming evident in the following phase, where safflower had the lowest relative competition intensity. However, safflower, known to be a weak competitor in the early stages of growth (<xref ref-type="bibr" rid="B11">Emongor and Oagile, 2017</xref>), was disadvantaged as the last crop in the sequence. It is possible that greenhouse pots with fully developed roots gave <italic>C. arvense</italic> a strong competitive advantage by the final phase of the crop sequence; seeding safflower directly into a dense and confined <italic>C. arvense</italic> root network likely impacted optimal safflower development.</p>
<p>When inoculated <italic>C. arvense</italic> was grown in mixed pots with interspecific crop competition, the biocontrol interacted additively with crop competition to further reduce above-and belowground biomass, more than individual impacts from the biocontrol or crop competition alone. Although <italic>C. arvense</italic> was never eradicated by the combination of <italic>P. punctiformis</italic> and crop competition, there was an interaction between the crop phases and the inoculation treatments, where the difference between the <italic>P. punctiformis</italic> inoculated and the non-inoculated (control) relative competition intensities gradually increased as the crop sequence progressed. As <italic>P. punctiformis</italic> inoculations did not immediately affect <italic>C. arvense&#x2019;s</italic> competitive ability, but increased through time, the effects appear to be associated with the establishment of infected <italic>C. arvense</italic> stems. The greatest impact on <italic>C. arvense</italic> competition emerged after aboveground disease incidence stabilized and persisted through time.</p>
<p>Although we didn&#x2019;t evaluate physiological responses of <italic>C. arvense</italic>, there is potential to accelerate disease establishment and increase the severity of <italic>P. punctiformis</italic> infection by stimulating hormonal responses (<xref ref-type="bibr" rid="B7">Clark et&#xa0;al., 2020</xref>), thus enhancing future integrations of the biocontrol. Overall, these results support our hypothesis and provide evidence in favor of integrated weed management as an effective strategy for <italic>C. arvense</italic> control (<xref ref-type="bibr" rid="B10">Demers et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B18">Liebman and Davis, 2009</xref>; <xref ref-type="bibr" rid="B30">Sciegienka et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B9">Davis et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B27">Orloff et&#xa0;al., 2018</xref>).</p>
<p>While crop competition is already a common integrated weed management practice (<xref ref-type="bibr" rid="B28">Pavlychenko and Harrington, 1934</xref>; <xref ref-type="bibr" rid="B6">Bullock, 1992</xref>; <xref ref-type="bibr" rid="B19">Liebman and Dyck, 1993</xref>; <xref ref-type="bibr" rid="B18">Liebman and Davis, 2009</xref>), there remain practical challenges to the integration of the <italic>P. punctiformis</italic> biocontrol in field settings. Inoculum sourcing and mass production is limited by the inability to culture transmissible teliospores (<xref ref-type="bibr" rid="B15">Kentjens et&#xa0;al., 2023</xref>), creating a reliance on the harvest of teliospore bearing <italic>C. arvense</italic>. Limitations in inoculum ultimately reduce the scalability of the biocontrol under current sourcing methods. Most natural transmissions of <italic>P. punctiformis</italic> are limited to 12 meters from the source plant, with no transmissions occurring beyond 17 meters (<xref ref-type="bibr" rid="B4">Berner et&#xa0;al., 2015</xref>). Insect vectors or mowing have shown potential to transmit <italic>P. punctiformis</italic> and increase infection levels across fields (<xref ref-type="bibr" rid="B10">Demers et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B34">Wandeler and Bacher, 2006</xref>), however, careful cropping system management is required to facilitate effective spore distributions. The greenhouse environment simplifies biocontrol manipulations, but successful integration of <italic>P. punctiformis</italic> in a field setting will be dependent on variable environmental conditions and cropping system management that can influence survivability and germination of the biocontrol (<xref ref-type="bibr" rid="B13">French and Lightfield, 1990</xref>; <xref ref-type="bibr" rid="B3">Berner et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B15">Kentjens et&#xa0;al., 2023</xref>). Additionally, <xref ref-type="bibr" rid="B32">Thomas et&#xa0;al. (1994)</xref> found that <italic>P. punctiformis</italic> inoculations did not impact aboveground biomass production compared to non-inoculated <italic>C. arvense</italic>, suggesting inconsistent performance of the pathogen. Inconsistencies in the biocontrol&#x2019;s impact on <italic>C. arvense</italic> aboveground growth may be an indication of genetic variability within the host and pathogen populations, where disease severity can be determined by a range of resistance mechanisms in <italic>C. arvense</italic> or virulence factors in <italic>P. punctiformis</italic>. Despite inconsistencies and challenges, <italic>P. punctiformis</italic> has shown potential to increase <italic>C. arvense&#x2019;s</italic> vulnerability to integrated weed management tactics, making the biocontrol a viable management option.</p>
</sec>
<sec id="s5" sec-type="conclusion">
<label>5</label>
<title>Conclusion</title>
<p>The fungal biocontrol, <italic>P. punctiformis</italic> can be successfully integrated with crop competition as a <italic>C. arvense</italic> management tool. In this greenhouse study, inoculation of <italic>C. arvense</italic> rosettes with <italic>P. punctiformis</italic> teliospores caused an increase of symptomatically infected <italic>C. arvense</italic> stems over time, impacting above- and belowground <italic>C. arvense</italic> biomass production. Furthermore, <italic>P. punctiformis</italic> intensified the effects of crop competition when the biocontrol was integrated into a simulated crop sequence. While the use of <italic>P. punctiformis</italic> is possible in a greenhouse, successful integration of the biocontrol into a field setting will be dependent on a combination of environmental factors and deliberate cropping system management. <italic>Puccinia punctiformis</italic> is not a singular management solution for <italic>C. arvense</italic>, however it has potential to be integrated as a low-cost, and low-input biocontrol agent that can improve sustainable management of <italic>C. arvense.</italic>
</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>DC was the primary author, who conducted the data collection, statistical analysis, and writing. CL assisted with experimental design, statistical analysis, and editing. JE wrote the initial grant proposal and edited the manuscript. FM guided the writing and edited the manuscript. TS supervised data collection, assisted with statistical analysis, guided the writing, and edited the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This work was funded by Western Sustainable Agriculture Research and Agriculture (Grant ID: GW21-218), the USDA National Institute of Food and Agriculture, Organic Agriculture Research and Extension Initiative (Grant ID: 2018-51300-28432), the United States Forest Service Biological Control of Invasive Forest Pests (R1-2021-4), and the Montana Noxious Weed TrustFund (2021-005). </p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We would like to acknowledge Dr Li Huang, professor of genetics and plant pathology at Montana State University, for offering expertise on rust pathogens and for reviewing this manuscript.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fagro.2023.1201600/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fagro.2023.1201600/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Image_1.tif" id="SF1" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;1</label>
<caption>
<p>Canada thistle growth was assessed within three levels of a competition treatment (crop monoculture, thistle monoculture, thistle &amp; crop polyculture) that were nested into two levels of an inoculation treatment (control &amp; thistle rust inoculated). Canada thistle was grown for 16 months in greenhouse pots, and evaluated for density and biomass within a 4-phase diversified crop rotation.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Agrios</surname> <given-names>G. N.</given-names>
</name>
</person-group> (<year>2005</year>). <source>Plant pathology</source>. <edition>5th ed</edition> (<publisher-name>Elsevier Academic Press</publisher-name>).</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bailiss</surname> <given-names>K. W.</given-names>
</name>
<name>
<surname>Wilson</surname> <given-names>I. M.</given-names>
</name>
</person-group>. (<year>1967</year>). <article-title>Growth Hormones and the Creeping Thistle Rust</article-title>. <source>Ann. Bot.</source> <volume>31</volume>, <fpage>195</fpage>&#x2013;<lpage>211</lpage>.</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Berner</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Smallwood</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Cavin</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Lagopodi</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Kashefi</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Kolomiets</surname> <given-names>T.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>Successful establishment of epiphytotics of puccinia punctiformis for biological control of cirsium arvense</article-title>. <source>Biol. Control</source> <volume>67</volume>, <fpage>350</fpage>&#x2013;<lpage>360</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.biocontrol.2013.09.010</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Berner</surname> <given-names>D. K.</given-names>
</name>
<name>
<surname>Smallwood</surname> <given-names>E. L.</given-names>
</name>
<name>
<surname>Cavin</surname> <given-names>C. A.</given-names>
</name>
<name>
<surname>McMahon</surname> <given-names>M. B.</given-names>
</name>
<name>
<surname>Thomas</surname> <given-names>K. M.</given-names>
</name>
<name>
<surname>Luster</surname> <given-names>D. G.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Asymptomatic systemic disease of Canada thistle (Cirsium arvense) caused by puccinia punctiformis and changes in shoot density following inoculation</article-title>. <source>Biol. Control</source> <volume>86</volume>, <fpage>28</fpage>&#x2013;<lpage>35</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.biocontrol.2015.02.006</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Buller</surname> <given-names>A. H. R.</given-names>
</name>
</person-group> (<year>1950</year>). <source>Researches on fungi, vol. VII: the sexual process in the uredinales</source>. (<publisher-loc>Toronto</publisher-loc>: <publisher-name>University of Toronto Press</publisher-name>).</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bullock</surname> <given-names>D. G.</given-names>
</name>
</person-group> (<year>1992</year>). <article-title>Crop rotation</article-title>. <source>null</source> <volume>11</volume>, <fpage>309</fpage>&#x2013;<lpage>326</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/07352689209382349</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Clark</surname> <given-names>A. L.</given-names>
</name>
<name>
<surname>Jahn</surname> <given-names>C. E.</given-names>
</name>
<name>
<surname>Norton</surname> <given-names>A. P.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Initiating plant herbivory response increases impact of fungal pathogens on a clonal thistle</article-title>. <source>Biol. Control</source> <volume>143</volume>, <elocation-id>104207</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.biocontrol.2020.104207</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Cripps</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Bourd&#xf4;t</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Saville</surname> <given-names>D. J.</given-names>
</name>
<name>
<surname>Berner</surname> <given-names>D. K.</given-names>
</name>
</person-group> (<year>2014</year>). &#x201c;<article-title>Success with the rust pathogen, <italic>Puccinia punctiformis</italic>, for biological control of <italic>Cirsium arvense</italic>
</article-title>,&#x201d; in <source>XIV International Symposium on Biological Control of Weeds</source>. ed. <person-group person-group-type="editor">
<name>
<surname>Impson</surname> <given-names>F. A. C.</given-names>
</name>
<name>
<surname>Kleinjan</surname> <given-names>C. A.</given-names>
</name>
<name>
<surname>Hoffman</surname> <given-names>J. H.</given-names>
</name>
</person-group> (<publisher-loc>South Africa</publisher-loc>: <publisher-name>University of Cape Town</publisher-name>), <fpage>2</fpage>&#x2013;<lpage>7</lpage>.</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Davis</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Mangold</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Menalled</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Orloff</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Miller</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Lehnhoff</surname> <given-names>E.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>A meta-analysis of Canada thistle (Cirsium arvense) management</article-title>. <source>Weed Sci.</source> <volume>66</volume>, <fpage>548</fpage>&#x2013;<lpage>557</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1017/wsc.2018.6</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Demers</surname> <given-names>A. M.</given-names>
</name>
<name>
<surname>Berner</surname> <given-names>D. K.</given-names>
</name>
<name>
<surname>Backman</surname> <given-names>P. A.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Enhancing incidence of puccinia punctiformis, through mowing, to improve management of Canada thistle (Cirsium arvense)</article-title>. <source>Biol. Control</source> <volume>39</volume>, <fpage>481</fpage>&#x2013;<lpage>488</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.biocontrol.2006.06.014</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Emongor</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Oagile</surname> <given-names>O.</given-names>
</name>
</person-group> (<year>2017</year>). <source>Safflower production</source> (<publisher-loc>Gaborone</publisher-loc>: <publisher-name>Botswana University of Agriculture and Natural ResourcesI</publisher-name>).</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>French</surname> <given-names>R. C.</given-names>
</name>
</person-group> (<year>1990</year>). <article-title>Stimulation of germination of teliospores of puccinia punctiformis by nonyl, decyl, and dodecyl isothiocyanates and related volatile compounds</article-title>. <source>J. Agric. Food Chem.</source> <volume>38</volume>, <fpage>1604</fpage>&#x2013;<lpage>1607</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1021/jf00097a037</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>French</surname> <given-names>R. C.</given-names>
</name>
<name>
<surname>Lightfield</surname> <given-names>A. R.</given-names>
</name>
</person-group> (<year>1990</year>). <article-title>Induction of systemic aecial infection in Canada thistle (Cirsium arvense) by teliospores of puccinia punctiformis</article-title>. <source>Phytopathology</source> <volume>80</volume>, <fpage>872</fpage>&#x2013;<lpage>877</lpage>. doi: <pub-id pub-id-type="doi">10.1094/Phyto-80-872</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Herms</surname> <given-names>D. A.</given-names>
</name>
<name>
<surname>Mattson</surname> <given-names>W. J.</given-names>
</name>
</person-group> (<year>1992</year>). <article-title>The dilemma of plants: to grow or defend</article-title>. <source>Quarterly Rev. Bio.</source> <volume>67</volume>, <fpage>283</fpage>&#x2013;<lpage>335</lpage>.</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kentjens</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Casonato</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Kaiser</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Californian Thistle (Cirsium arvense): endophytes and puccinia punctiformis</article-title>. <source>Pest Manage. Sci</source>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/ps.7387</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kuznetsova</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Brockhoff</surname> <given-names>P. B.</given-names>
</name>
<name>
<surname>Christensen</surname> <given-names>R. H. B.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>lmerTest package: tests in linear mixed effects models</article-title>. <source>J. Stat. Soft</source> <volume>82</volume>, <page-range>1&#x2013;26</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.18637/jss.v082.i13</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lehnhoff</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Miller</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Miller</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Johnson</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Scott</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Hatfield</surname> <given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Organic agriculture and the quest for the Holy Grail in water-limited ecosystems: managing weeds and reducing tillage intensity</article-title>. <source>Agriculture</source> <volume>7</volume>, <fpage>33</fpage>.</citation>
</ref>
<ref id="B18">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Liebman</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Davis</surname> <given-names>A. S.</given-names>
</name>
</person-group> (<year>2009</year>). &#x201c;<article-title>Managing weeds in organic farming systems: an ecological approach</article-title>,&#x201d; in <source>Organic farming: the ecological system agronomy monographs</source> ed. <person-group person-group-type="editor">
<name>
<surname>Francis</surname> <given-names>C.</given-names>
</name>
</person-group> (<publisher-loc>USA</publisher-loc>: <publisher-name>American Sopciety of Agronomy, Inc., Crop Science Society of America, Inc., Soil Society of America, Inc.</publisher-name>), <fpage>173</fpage>&#x2013;<lpage>195</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.2134/agronmonogr54.c8</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liebman</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Dyck</surname> <given-names>E.</given-names>
</name>
</person-group> (<year>1993</year>). <article-title>Crop rotation and intercropping strategies for weed management</article-title>. <source>Ecol. Appl.</source> <volume>3</volume>, <fpage>92</fpage>&#x2013;<lpage>122</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.2307/1941795</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Liebman</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Mohler</surname> <given-names>C. L.</given-names>
</name>
<name>
<surname>Staver</surname> <given-names>C. P.</given-names>
</name>
</person-group> (<year>2001</year>). <source>Ecological management of agricultural weeds</source> (<publisher-loc>Cambridge</publisher-loc>: <publisher-name>Cambridge University Press</publisher-name>). doi:&#xa0;<pub-id pub-id-type="doi">10.1017/CBO9780511541810</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mason</surname> <given-names>H. E.</given-names>
</name>
<name>
<surname>Spaner</surname> <given-names>D.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Competitive ability of wheat in conventional and organic management systems: a review of the literature</article-title>. <source>Can. J. Plant Sci.</source> <volume>86</volume>, <fpage>333</fpage>&#x2013;<lpage>343</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4141/P05-051</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>McKay</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Schatz</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Endres</surname> <given-names>G.</given-names>
</name>
</person-group> (<year>2003</year>). <source>Field pea production</source>. (<publisher-loc>USA</publisher-loc>: <publisher-name>NDSU Extension Service</publisher-name>).</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mendgen</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Hahn</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>Plant infection and the establishment of fungal biotrophy</article-title>. <source>Trends Plant Sci.</source> <volume>7</volume>, <fpage>352</fpage>&#x2013;<lpage>356</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S1360-1385(02)02297-5</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Menzies</surname> <given-names>B. P.</given-names>
</name>
</person-group> (<year>1953</year>). <article-title>Studies on the systemic fungus, puccinia suaveolens</article-title>. <source>Ann. Bot.</source> <volume>17</volume>, <fpage>551</fpage>&#x2013;<lpage>568</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/oxfordjournals.aob.a083369</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Monson</surname> <given-names>R. K.</given-names>
</name>
<name>
<surname>Trowbridge</surname> <given-names>A. M.</given-names>
</name>
<name>
<surname>Lindroth</surname> <given-names>R. L.</given-names>
</name>
<name>
<surname>Lerdau</surname> <given-names>M. T.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Coordinated resource allocation to plant growth&#x2013;defense tradeoffs</article-title>. <source>New Phytol.</source> <volume>233</volume>, <fpage>1051</fpage>&#x2013;<lpage>1066</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/nph.17773</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moore</surname> <given-names>R. J.</given-names>
</name>
</person-group> (<year>1975</year>). <article-title>The biology of Canadian weeds.: 13. cirsium arvense (L.) scop</article-title>. <source>Can. J. Plant Sci.</source> <volume>55</volume>, <fpage>1033</fpage>&#x2013;<lpage>1048</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4141/cjps75-163</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Orloff</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Mangold</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Miller</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Menalled</surname> <given-names>F.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>A meta-analysis of field bindweed (Convolvulus arvensis l.) and Canada thistle (Cirsium arvense l.) management in organic agricultural systems</article-title>. <source>Agriculture Ecosyst. Environ.</source> <volume>254</volume>, <fpage>264</fpage>&#x2013;<lpage>272</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.agee.2017.11.024</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pavlychenko</surname> <given-names>T. K.</given-names>
</name>
<name>
<surname>Harrington</surname> <given-names>J. B.</given-names>
</name>
</person-group> (<year>1934</year>). <article-title>Competitive efficiency of weeds and cereal crops</article-title>. <source>Can. J. Res.</source> <volume>10</volume>, <fpage>77</fpage>&#x2013;<lpage>94</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1139/cjr34-006</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Ramsey</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Schafer</surname> <given-names>D.</given-names>
</name>
</person-group> (<year>2012</year>) <source>The statistical sleuth: a course in methods of data analysis</source> (Accessed <access-date>February 1, 2023</access-date>).</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sciegienka</surname> <given-names>J. K.</given-names>
</name>
<name>
<surname>Keren</surname> <given-names>E. N.</given-names>
</name>
<name>
<surname>Menalled</surname> <given-names>F. D.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Interactions between two biological control agents and an herbicide for Canada thistle (Cirsium arvense) suppression</article-title>. <source>Invasive Plant Sci. Manage.</source> <volume>4</volume>, <fpage>151</fpage>&#x2013;<lpage>158</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1614/IPSM-D-10-00061.1</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tautges</surname> <given-names>N. E.</given-names>
</name>
<name>
<surname>Goldberger</surname> <given-names>J. R.</given-names>
</name>
<name>
<surname>Burke</surname> <given-names>I. C.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>A survey of weed management in organic small grains and forage systems in the Northwest united states</article-title>. <source>Weed Sci.</source> <volume>64</volume>, <fpage>513</fpage>&#x2013;<lpage>522</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1614/WS-D-15-00186.1</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thomas</surname> <given-names>R. F.</given-names>
</name>
<name>
<surname>Tworkoski</surname> <given-names>T. J.</given-names>
</name>
<name>
<surname>French</surname> <given-names>R. C.</given-names>
</name>
<name>
<surname>Leather</surname> <given-names>G. R.</given-names>
</name>
</person-group> (<year>1994</year>). <article-title>Puccinia punctiformis affects growth and reproduction of Canada thistle (Cirsium arvense)</article-title>. <source>Weed Technol.</source> <volume>8</volume>, <fpage>488</fpage>&#x2013;<lpage>493</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1017/S0890037X00039567</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tiley</surname> <given-names>G. E. D.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Biological flora of the British isles: cirsium arvense (L.) scop</article-title>. <source>J. Ecol.</source> <volume>98</volume>, <fpage>938</fpage>&#x2013;<lpage>983</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1365-2745.2010.01678.x</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wandeler</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Bacher</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Insect-transmitted urediniospores of the rust puccinia punctiformis cause systemic infections in established cirsium arvense plants</article-title>. <source>Phytopathology&#xae;</source> <volume>96</volume>, <fpage>813</fpage>&#x2013;<lpage>818</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1094/PHYTO-96-0813</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="confproc">
<person-group person-group-type="author">
<name>
<surname>Watson</surname> <given-names>A. K.</given-names>
</name>
<name>
<surname>Koegh</surname> <given-names>W. J.</given-names>
</name>
</person-group> (<year>1980</year>). &#x201c;<article-title>Mortality of Canada thistle due to puccinia punctiformis</article-title>,&#x201d; in <conf-name>International Symposium on Biological Control of Weeds</conf-name>. (<publisher-loc>Brisbane, Australia</publisher-loc>: <publisher-name>Commonwealth Scientific and Industrial Research Organization</publisher-name>), <page-range>325&#x2013;332</page-range>.</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Weigelt</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Jolliffe</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Indices of plant competition</article-title>. <source>J. Ecol.</source> <volume>91</volume>, <fpage>707</fpage>&#x2013;<lpage>720</lpage>. doi: <pub-id pub-id-type="doi">10.1046/j.1365-2745.2003.00805.x</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wilson</surname> <given-names>C. L.</given-names>
</name>
</person-group> (<year>1969</year>). <article-title>Use of plant pathogens in weed control</article-title>. <source>Annu. Rev. Phytopathol.</source> <volume>7</volume>, <fpage>411</fpage>&#x2013;<lpage>434</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1146/annurev.py.07.090169.002211</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>