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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2021.763212</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: Multiple Herbicide-Resistant Weeds and Non-target Site Resistance Mechanisms: A Global Challenge for Food Production</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Torra</surname> <given-names>Joel</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/434818/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Osuna</surname> <given-names>Mar&#x000ED;a Dolores</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/856125/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Merotto</surname> <given-names>Aldo</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/918372/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Vila-Aiub</surname> <given-names>Martin</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/390117/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department d&#x00027;Hortofructicultura, Bot&#x000E0;nica i Jardineria, Agrotecnio-CERCA Center, Universitat de Lleida</institution>, <addr-line>Lleida</addr-line>, <country>Spain</country></aff>
<aff id="aff2"><sup>2</sup><institution>Center for Scientific and Technological Research of Extremadura (CICYTEX), Agrarian Research Center &#x0201C;Finca La Orden&#x0201D; Valdesequera</institution>, <addr-line>Badajoz</addr-line>, <country>Spain</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Crop Science, Faculty of Agronomy, Federal University of Rio Grande Do Sul (UFRGS)</institution>, <addr-line>Porto Alegre</addr-line>, <country>Brazil</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Ecology, IFEVA -CONICET, Faculty of Agronomy, University of Buenos Aires (UBA)</institution>, <addr-line>Buenos Aires</addr-line>, <country>Argentina</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Luigi Lucini, Catholic University of the Sacred Heart, Italy</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Kerry Charles Harrington, Massey University, New Zealand; Carmen Arena, University of Naples Federico II, Italy</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Martin Vila-Aiub <email>vila&#x00040;ifeva.edu.ar</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Crop and Product Physiology, a section of the journal Frontiers in Plant Science</p></fn></author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>10</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>763212</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>09</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 Torra, Osuna, Merotto and Vila-Aiub.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Torra, Osuna, Merotto and Vila-Aiub</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>
<related-article id="RA1" related-article-type="commentary-article" xlink:href="https://www.frontiersin.org/research-topics/13644/multiple-herbicide-resistant-weeds-and-non-target-site-resistance-mechanisms-a-global-challenge-for" ext-link-type="uri">Editorial on the Research Topic <article-title>Multiple Herbicide-Resistant Weeds and Non-target Site Resistance Mechanisms: A Global Challenge for Food Production</article-title>
</related-article>
<kwd-group>
<kwd>cross-resistance</kwd>
<kwd>cytochrome P450 monooxygenase (CYP450)</kwd>
<kwd>enhanced herbicide metabolism</kwd>
<kwd>glutathione-S-transferase (GST)</kwd>
<kwd>glyphosate</kwd>
<kwd>rapid necrosis</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="54"/>
<page-count count="5"/>
<word-count count="4597"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Evolution of Multiple Survival Mechanisms</title>
<p>The acquired inheritable trait of plants to survive and reproduce under herbicide exposure is defined as resistance. Herbicide resistance is an extraordinary example of adaptive evolution in weed species infesting agroecosystems with clear detrimental consequences on agriculture sustainability around the globe (Palumbi, <xref ref-type="bibr" rid="B40">2001</xref>; Llewellyn et al., <xref ref-type="bibr" rid="B35">2016</xref>). Multiple herbicide resistance is a compelling evolutionary process in which distinct survival mechanisms are present in a population or are combined within single plants, each endowing resistance to dissimilar site of action herbicides (Hall et al., <xref ref-type="bibr" rid="B26">1994</xref>; Gaines et al., <xref ref-type="bibr" rid="B20">2020</xref>). These multiple mechanisms may involve either target site (TSR) or non-target site resistance (NTSR) mechanisms or any combination endowing multiple resistance. Multiple resistance can evolve through unique events that sequentially select for resistance alleles within single plants and/or genetic exchange of independently evolved resistance mutations through pollen outcrossing among plants within or between populations. Regardless of the driving factor, the ultimate result is the stack of various distinct survival mechanisms at the plant and/or population level endowing broad resistance to multiple herbicides of dissimilar chemistries.</p>
<p>Genetic variability and reproductive biology of weed species are the most important factors that define the likelihood of multiple resistance evolution. <italic>Lolium rigidum, Alopecurus myosuroides, Raphanus raphanistrum</italic>, and <italic>Amaranthus spp</italic>. are among the weed species with the most remarkable ability to evolve multiple resistance through eco-evolution of TSR and NTSR mechanisms (Hall et al., <xref ref-type="bibr" rid="B27">1997</xref>; Cocker et al., <xref ref-type="bibr" rid="B12">1999</xref>; Walsh et al., <xref ref-type="bibr" rid="B53">2004</xref>; Owen et al., <xref ref-type="bibr" rid="B39">2014</xref>, <xref ref-type="bibr" rid="B38">2015</xref>; Schultz et al., <xref ref-type="bibr" rid="B47">2015</xref>; Han et al., <xref ref-type="bibr" rid="B29">2016</xref>; T&#x000E9;tard-Jones et al., <xref ref-type="bibr" rid="B49">2018</xref>). For instance, resistance due to reduced glyphosate and paraquat translocation co-evolving with an <italic>ACCase</italic> target site mutation has been identified in a single <italic>L. rigidum</italic> population (Yu et al., <xref ref-type="bibr" rid="B54">2007</xref>), whereas other patterns of multiple resistance in this species reflect the presence of enhanced CYP-450 herbicide metabolism coexisting with <italic>ACCase, ALS</italic>, &#x003B1;<italic>-tubulin</italic>, and/or <italic>EPSPS</italic> point mutations (Burnet et al., <xref ref-type="bibr" rid="B6">1994a</xref>,<xref ref-type="bibr" rid="B7">b</xref>; Tardif and Powles, <xref ref-type="bibr" rid="B48">1994</xref>; Neve et al., <xref ref-type="bibr" rid="B37">2004</xref>; Han et al., <xref ref-type="bibr" rid="B29">2016</xref>, <xref ref-type="bibr" rid="B28">2021</xref>; Chen et al., <xref ref-type="bibr" rid="B11">2018</xref>, <xref ref-type="bibr" rid="B9">2020a</xref>). Another striking example of multiple resistance is found in <italic>A. tuberculatus</italic> populations where <italic>PPO, ALS</italic>, and <italic>EPSPS</italic> target site mutations have been identified co-evolving with enhanced metabolism of PSII and HPPD inhibiting herbicides (Schultz et al., <xref ref-type="bibr" rid="B47">2015</xref>).</p>
<p>Novel resistance mechanisms in weeds have been identified recently although some were thought unlikely to evolve. For instance, glyphosate resistance is possible through aldoketoreductase (AKR)-based metabolism (Pan et al., <xref ref-type="bibr" rid="B41">2019</xref>), up-regulation of an ABC membrane transporter pumping out glyphosate outside the cell (Pan et al., <xref ref-type="bibr" rid="B42">2021</xref>) and programmed cell death causing rapid necrosis (Van Horn et al., <xref ref-type="bibr" rid="B51">2018</xref>). Likewise, 2,4-D resistance due to either CYP-450 based metabolism (Giacomini et al., <xref ref-type="bibr" rid="B23">2020</xref>), a double point mutation (Leclere et al., <xref ref-type="bibr" rid="B34">2018</xref>) or 9-codon deletion in an auxin transcriptional repressor (Figueiredo et al., <xref ref-type="bibr" rid="B18">2021</xref>), or rapid necrosis (De Queiroz et al., <xref ref-type="bibr" rid="B14">2020</xref>) have also been reported. These recent findings highlight that herbicide selection for many survival mechanisms will occur and increase the chances for plants to harbor multiple resistance mechanisms. Multiple herbicide resistance highlights the concurrent dynamic spread of multiple resistance alleles in weeds which exposes a serious threat to productivity of current cropping systems.</p></sec>
<sec id="s2">
<title>Recent Advances in NTSR Mechanisms</title>
<p>Mechanisms that can contribute to NTSR are complex and involve several different gene types and families. This molecular and genetic complexity makes the identification of particular genes involved in NTSR difficult. Recent advances in this area have been the identification of putative NTSR genes contributing to enhanced herbicide metabolism (EHM).</p>
<p>The latest finding has been the elucidation for the first time that up-regulation of the AKR enzyme contributes to glyphosate resistance in <italic>Echinochloa colona</italic>, by degrading glyphosate to its metabolite, aminomethylphosphonic acid (AMPA; Pan et al., <xref ref-type="bibr" rid="B41">2019</xref>). This discovery further supports results published in this Research Topic, showing glyphosate metabolism in an <italic>E. crus-galli</italic> population from Portugal (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.617040">V&#x000E1;zquez-Garc&#x000ED;a, Rojano-Delgado et al.</ext-link>). The identification of CYP-450 genes (phase I) that can degrade herbicides from different sites of action (SoA) has been carried out recently. CYP81A subfamily has been shown to metabolize herbicides from at least five chemically unrelated groups, both in <italic>L. rigidum</italic> and <italic>E. phyllopogon</italic> (Dimaano et al., <xref ref-type="bibr" rid="B15">2020</xref>; Han et al., <xref ref-type="bibr" rid="B28">2021</xref>). Unraveling which SoA and chemical herbicide families individual CYPs can metabolize, and their identification in different R species could help predicting metabolic-based cross-resistance patterns and thus assist in chemical options for weed management practices.</p>
<p>CYP-450 has been shown to endow herbicide resistance in broadleaf weed species too, as reported for <italic>Glebionis coronia</italic> to ALS inhibitors in this Research Topic (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.626702">Hada et al.</ext-link>). It is worth mentioning studies confirming that CYP-450 is involved in 2,4-D metabolism in <italic>A. tuberculatus</italic> (Figueiredo et al., <xref ref-type="bibr" rid="B19">2018</xref>) and <italic>Papaver rhoeas</italic> (Torra et al., <xref ref-type="bibr" rid="B50">2021</xref>). Moreover, in <italic>P. rhoeas</italic>, the same CYP-450 has been shown to confer cross-resistance to both 2,4-D and imazamox in several R populations (Torra et al., <xref ref-type="bibr" rid="B50">2021</xref>).</p>
<p>Phase II herbicide metabolism mainly involves conjugation to GSH mediated by GSH S-transferases (GSTs). Metabolic resistance to VLCFA inhibiting herbicides such as flufenacet and pyroxasulfone in <italic>Alopecurus myosuroides</italic> and <italic>L. rigidum</italic> populations is possible due to enhanced GST-mediated metabolism <italic>via</italic> differentially expressed GSTs (D&#x000FC;cker et al., <xref ref-type="bibr" rid="B17">2019</xref>, <xref ref-type="bibr" rid="B16">2020</xref>; Goggin et al., <xref ref-type="bibr" rid="B24">2021</xref>). In this Research Topic, empirical evidence of herbicide metabolism <italic>via</italic> CYP-450 is provided in three articles (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2020.600301">Yanniccari, Gig&#x000F3;n et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.634018">Chen et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.626702">Hada et al.</ext-link>), of GST in two (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2020.572610">Wang et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.652581">Rangani et al.</ext-link>), and of both CYP-450 and GST in five studies (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2020.608845">Scarabel et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2020.614618">Shyam et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2020.609209">Suzukawa et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.636652">Franco-Ortega et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.625138">Torra et al.</ext-link>).</p>
<p>All types of resistance mechanisms can get stacked in R plants, both TSR and NTSR, but also different genes conferring EHM. Several studies have reported over-expression of many genes in NTSR plants compared to S ones, also including those encoding for degrading enzymes such as CYP-450 and GST (Gaines et al., <xref ref-type="bibr" rid="B20">2020</xref>). However, this does not necessarily imply a process of recurrent selection and the concomitant slow accumulation of metabolic resistance genes in a R population. There is evidence that differentially expressed genes responsible for EHM could be under genomic co-expression clusters or across long chromosomal intervals (Giacomini et al., <xref ref-type="bibr" rid="B23">2020</xref>). One major implication of this clustering is the likelihood of a shared mechanism of gene regulation for these regions with NTSR genes. Therefore, potentially, a single gene, that is, a single resistance mechanism, could be responsible of the reported over-expression of several genes involved in EHM and NTSR.</p>
<p>In this Research Topic, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.636652">Franco-Ortega et al.</ext-link> suggested that plant responses to biotic and abiotic stressors are integrally linked to NTSR-based herbicide resistance mechanisms. Regulation of gene expression involved in stress-response and NTSR is probably a complex process but may include herbicide-responsive genes. Recently, HPPD-inhibiting herbicide responsive genes have been found in <italic>A. tuberculatus</italic>, with little overlap in gene expression patterns between R and S genotypes bringing out dynamic differences in response to herbicide treatment (Kohlhase et al., <xref ref-type="bibr" rid="B33">2019</xref>). Similarly, a contributing article in the present Research Topic, points out that S-metolachlor (VLCFA inhibitor) can further increase the expression of two GSTs in R plants (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.652581">Rangani et al.</ext-link>).</p>
<p>Differential herbicide translocation between S and R plants constitutes another set of NTSR mechanisms. Membrane carrier proteins (ABC family) are already being unveiled and suggested to be involved in phase III of EHM (Gaines et al., <xref ref-type="bibr" rid="B20">2020</xref>). Although reduced glyphosate translocation was described as a resistance mechanism long ago, only recently the first glyphosate cell membrane carrier has been identified (ABCC-type transporter) conferring glyphosate resistance in <italic>E. colona</italic> (Pan et al., <xref ref-type="bibr" rid="B42">2021</xref>). Active root exudation as a NTSR mechanism has been recently reviewed by Ghanizadeh and Harrington (<xref ref-type="bibr" rid="B21">2020</xref>). This mechanism could contribute to imazamox resistance in <italic>Euphorbia heterophylla</italic> (Rojano-Delgado et al., <xref ref-type="bibr" rid="B46">2019</xref>) and MCPA resistance in <italic>Raphanus raphanistrum</italic> (Jugulam et al., <xref ref-type="bibr" rid="B32">2013</xref>).</p>
<sec>
<title>Rapid Necrosis: An Intriguing Mechanism of Herbicide Resistance</title>
<p>A fast and localized effect of glyphosate and 2,4-D has been identified in <italic>Ambrosia trifida</italic> (Brabham et al., <xref ref-type="bibr" rid="B4">2011</xref>) and <italic>Conyza sumatrensis</italic> (De Queiroz et al., <xref ref-type="bibr" rid="B14">2020</xref>). This phenomenon has been called rapid necrosis (RN), and was primarily proposed as Phoenix resistance (Gressel, <xref ref-type="bibr" rid="B25">2009</xref>) as apparent &#x0201C;dead&#x0201D; plants were able to regrow a few days after herbicide treatment. The physiological basis of this surviving mechanism is unknown and thus, the classification of RN as TSR or NTSR is difficult. The RN caused by 2,4-D may be related to defective Aux/IAA repressors, TIR1/AFB receptors and ARF transcription factors and in that case would be classified as TSR since these proteins are directly related to the 2,4-D action. Exogenous application of aromatic amino acids decreased RN in <italic>A. trifida</italic> caused by glyphosate (Moretti et al., <xref ref-type="bibr" rid="B36">2018</xref>), indicating a potential TSR mechanism of resistance.</p>
<p>In both 2,4-D and glyphosate cases, a potential reduced herbicide translocation resistance mechanism could be related to ABC transporters (Pan et al., <xref ref-type="bibr" rid="B42">2021</xref>), however, alterations in translocation and cell exclusion resulting in 2,4-D and glyphosate resistance were not identified with the RN phenotype. Some evidence suggests that programmed cell death may be caused not only by pathogens as originally discovered but also triggered by other biotic and abiotic stresses such as herbicides (Burke et al., <xref ref-type="bibr" rid="B5">2020</xref>). Several studies have reported the influence of environmental effects on the occurrence and variability of RN (Harre et al., <xref ref-type="bibr" rid="B30">2018</xref>; De Queiroz et al., <xref ref-type="bibr" rid="B14">2020</xref>), which highlight the difficulties of studying RN under the variable conditions found in the field and experimental conditions. Distinguishing the biochemical processes that cause RN from those that are the consequence of RN is needed to better understand this intriguing herbicide resistance mechanism.</p></sec>
<sec>
<title>Contributions in the Research Topic</title>
<p>Contributions in this Research Topic reported both TSR and NTSR mechanisms. Eight out of 13 articles reported mechanisms of TSR nature (all substitutional mutations), which in some cases can confer cross-resistance to different herbicide chemistries within the same SoA (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2020.608845">Scarabel et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2020.553948">V&#x000E1;zquez-Garc&#x000ED;a, Alc&#x000E1;ntara-De La Cruz et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2020.600301">Yanniccari, Gig&#x000F3;n et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.626702">Hada et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.625138">Torra et al.</ext-link>). Among these contributions, we shall highlight those reporting multiple-resistance through the accumulation of several substitutional point mutations in different herbicide target enzymes involving ALS, ACCase and EPSPS inhibitors (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2020.608845">Scarabel et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2020.553948">V&#x000E1;zquez-Garc&#x000ED;a, Alc&#x000E1;ntara-De La Cruz et al.</ext-link>).</p>
<p>In relation to NTSR mechanisms, three contributions reported about herbicide differential absorption and translocation (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2020.609209">Suzukawa et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.617040">V&#x000E1;zquez-Garc&#x000ED;a, Rojano-Delgado et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.617945">Yanniccari, V&#x000E1;zquez-Garc&#x000ED;a et al.</ext-link>), whereas most of them (11 out 13) documented cross-resistance due to some level of EHM. It is also remarkable that seven contributions demonstrated the co-evolution of TSR and NTSR mechanisms at both plant and population level.</p>
<p>Resistance to ALS, ACCase, and EPSPS inhibiting herbicides are the most reported cases in this Research Topic, with 8, 7, and 5 contributions, respectively, which agrees with the SoA herbicides most related to herbicide resistance worldwide (Heap, <xref ref-type="bibr" rid="B31">2021</xref>). Resistance to pre-emergence herbicides in different cropping systems is reported, as multiple resistance in combination to the three previously mentioned post-emergence SoA herbicides. Resistance to microtubule assembly (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2020.609209">Suzukawa et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.634018">Chen et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.636652">Franco-Ortega et al.</ext-link>), VLCFA (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2020.609209">Suzukawa et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.652581">Rangani et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.625138">Torra et al.</ext-link>), PSII (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2020.614618">Shyam et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.636652">Franco-Ortega et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.625138">Torra et al.</ext-link>), synthetic auxins (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2020.614618">Shyam et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2020.609209">Suzukawa et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.636652">Franco-Ortega et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.625138">Torra et al.</ext-link>), and both PPO and HPPD in a single six-way-resistant Palmer amaranth (<italic>Amaranthus palmeri</italic>) population (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2020.614618">Shyam et al.</ext-link>) are contributions in this Research Topic.</p>
<p>Ten out of 13 contributions reported on herbicide resistance in grass weed species, and three in broadleaf weeds. <italic>Lolium</italic> ssp. is the most reported genus in the Research Topic (six articles), followed by <italic>A. myosuroides</italic> and <italic>Bromus</italic> ssp. (2), and <italic>E. crus-galli</italic> and <italic>Beckmannia syzigachne</italic> (1). Among dicots, two articles reported on the global invasive weed species <italic>A. palmeri</italic> (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2020.614618">Shyam et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.652581">Rangani et al.</ext-link>) and one contribution on <italic>Glebionis coronaria</italic> (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2021.626702">Hada et al.</ext-link>).</p></sec></sec>
<sec id="s3">
<title>Current Research Gaps and Prospects</title>
<list list-type="simple">
<list-item><p>(1) Multiple herbicide resistance may result from co-evolution of both NTRS and TSR mechanisms (Vila-Aiub et al., <xref ref-type="bibr" rid="B52">2005</xref>; Powles and Yu, <xref ref-type="bibr" rid="B44">2010</xref>; Bostamam et al., <xref ref-type="bibr" rid="B2">2012</xref>; Gherekhloo et al., <xref ref-type="bibr" rid="B22">2017</xref>; Peterson et al., <xref ref-type="bibr" rid="B43">2018</xref>; Cao et al., <xref ref-type="bibr" rid="B8">2021</xref>). An intriguing question is the evolutionary and ecological consequences of the interaction between NTSR and TSR mechanisms in protecting single plants from herbicide damage (Raymond et al., <xref ref-type="bibr" rid="B45">1989</xref>). For instance, point resistance mutations co-existing with up-regulation of herbicide metabolism (EHM by CYP-450 or GST), both endowing resistance to herbicides targeting the same SoA are ubiquitous in resistant weeds (Tardif and Powles, <xref ref-type="bibr" rid="B48">1994</xref>; Chen et al., <xref ref-type="bibr" rid="B9">2020a</xref>,<xref ref-type="bibr" rid="B10">b</xref>). Do these resistance mechanisms combine their effects on plant protection in an additive or multiplicative mode? Would it be possible for a single mechanism to endow the maximum protection level making the addition of a second mechanism an ecological redundancy?</p></list-item>
<list-item><p>(2) Improved understanding of the biology of plant systems will benefit the understanding of gene regulation of NTSR and the effects of environmental factors on the evolution of herbicide resistance. Further studies related to epigenetic regulation caused by direct or indirect herbicide effects will further increase our understanding of herbicide resistance. The NTSR mechanisms associated with EHM are dependent on a complex gene regulation and we are currently just discovering the final players of a large network. Advances on CYP-450 and GST gene identification as well as their regulation and crystallographic information will reveal a fascinating environmental-plant-herbicide interaction system.</p></list-item>
<list-item><p>(3) Current recommendations for pesticide resistance prevention are based on rotation and mixing of different SoA pesticides (Bourguet et al., <xref ref-type="bibr" rid="B3">2013</xref>; Baym et al., <xref ref-type="bibr" rid="B1">2016</xref>). However, rotation and/or mixing of herbicides resulting in a similar selection pressure for a particular resistance mechanism (e.g., EHM) will increase the risk of resistance evolution (Comont et al., <xref ref-type="bibr" rid="B13">2020</xref>). The advances in the knowledge of NTSR mechanisms will be necessary for making resistance management decisions involving the use of herbicides targeting different metabolic networks, assuming it is possible to avoid development of some of these resistance mechanisms by modifying management.</p></list-item>
</list></sec>
<sec id="s4">
<title>Author Contributions</title>
<p>All authors conceived and wrote this Editorial contribution for the Research Topic <italic>Multiple Herbicide-Resistant Weeds and Non-target Site Resistance Mechanisms: A Global Challenge for Food Production</italic>.</p></sec>
<sec sec-type="COI-statement" id="conf1">
<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 sec-type="disclaimer" id="s5">
<title>Publisher&#x00027;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>
</body>
<back>
<ack><p>We acknowledge the support of the Editorial Board of Frontiers in Plant Science. Thank you for the feedback and comments provided from peer-reviewers. JT acknowledges support from the Spanish Ministry of Science, Innovation, and Universities (grant Ramon y Cajal RYC2018-023866-I).</p>
</ack>
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