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<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.2021.661468</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Agronomy</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Rhizobial Exopolysaccharides and Type VI Secretion Systems: A Promising Way to Improve Nitrogen Acquisition by Legumes</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>De Sousa</surname> <given-names>Bruna Fernanda Silva</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1218644/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Castellane</surname> <given-names>Tereza Cristina Luque</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/922889/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Tighilt</surname> <given-names>Lilia</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Lemos</surname> <given-names>Eliana Gertrudes de Macedo</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/923699/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Rey</surname> <given-names>Luis</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/516536/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Centro de Biotecnolog&#x000ED;a y Gen&#x000F3;mica de Plantas, Universidad Polit&#x000E9;cnica de Madrid (UPM)-Instituto Nacional de Investigaci&#x000F3;n y Tecnolog&#x000ED;a Agraria y Alimentaria (INIA), Campus de Montegancedo</institution>, <addr-line>Madrid</addr-line>, <country>Spain</country></aff>
<aff id="aff2"><sup>2</sup><institution>Departamento de Biotecnolog&#x000ED;a y Biolog&#x000ED;a Vegetal, ETSI Agron&#x000F3;mica, Alimentaria y de Biosistemas, Universidad Polit&#x000E9;cnica de Madrid</institution>, <addr-line>Madrid</addr-line>, <country>Spain</country></aff>
<aff id="aff3"><sup>3</sup><institution>Laborat&#x000F3;rio de Bioqu&#x000ED;mica de Microrganismos e Plantas, Faculdade de Ci&#x000EA;ncias Agr&#x000E1;rias e Veterin&#x000E1;rias de Jaboticabal, Universidade Estadual Paulista J&#x000FA;lio de Mesquita Filho</institution>, <addr-line>S&#x000E3;o Paulo</addr-line>, <country>Brazil</country></aff>
<aff id="aff4"><sup>4</sup><institution>Laboratoire d&#x00027;Ecologie Microbienne, Facult&#x000E9; des Sciences de la Nature et de la Vie, Universit&#x000E9; de Bejaia</institution>, <addr-line>Bejaia</addr-line>, <country>Algeria</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Juan Imperial, Consejo Superior de Investigaciones Cient&#x000ED;ficas (CSIC), Spain</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Xiancan Zhu, Anhui Normal University, China; Jose Enrique Ruiz-Sainz, Sevilla University, Spain; Francisco P&#x000E9;rez Monta&#x000F1;o, Sevilla University, Spain</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Luis Rey <email>luis.rey&#x00040;upm.es</email></corresp>
<corresp id="c002">Eliana Gertrudes de Macedo Lemos <email>elianag.lemos&#x00040;gmail.com</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Plant-Soil Interactions, a section of the journal Frontiers in Agronomy</p></fn>
<fn fn-type="other" id="fn002"><p>&#x02020;These authors share first authorship</p></fn></author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>07</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>3</volume>
<elocation-id>661468</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>01</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>06</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 De Sousa, Castellane, Tighilt, Lemos and Rey.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>De Sousa, Castellane, Tighilt, Lemos and Rey</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>At present, there are numerous examples in which symbiotic nitrogen fixation by rhizobia can totally replace the use of nitrogen fertilizers in legume crops. Over the years, there has been a great effort by research institutions to develop and select rhizobial inoculants adapted for these crops. The symbiotic process is highly dependent on the dynamic exchange of signals and molecular nutrients between partners. Our focus in this review was to discuss the two key determinants in successful symbiotic interactions of rhizobia to nodulate pulses. One of them is the production of exopolysaccharides (EPS) and the other the presence of the type VI secretion system (T6SS). EPS are extracellular polymers weakly associated with the bacterial surface and are abundantly released into acid soils facilitating, among other functions, an adaptation of rhizobia to this environment. On the other hand, different protein secretion systems, involved in symbiosis, have been described in rhizobia. This is not the case with the T6SS. The current availability of various rhizobial genomes offers the possibility of discussing its role in symbiosis. The study of these determinants will be of great utility for the selection of effective inoculants for legumes, a promising way to improve nitrogen acquisition by legumes.</p></abstract>
<kwd-group>
<kwd><italic>Rhizobium</italic></kwd>
<kwd>root nodulating bacteria</kwd>
<kwd>effectors</kwd>
<kwd>type VI secretion systems</kwd>
<kwd>inoculant</kwd>
<kwd>exopolysaccharide</kwd>
<kwd>symbiosis</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="105"/>
<page-count count="10"/>
<word-count count="7718"/>
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</front>
<body>
<sec id="s1">
<title>Rhizobia for Pulses</title>
<p>Legumes are of capital importance for human and animal feed and for most ecosystems. This is due, among other factors, to the fact that most species are capable of biologically fixing nitrogen (BNF) by association with soil diazotrophic bacteria called rhizobia. Most legume crops can self-supply the nitrogen they need, this being a fact of great relevance to mitigate the negative effects of nitrogen fertilizer leaching in the environment. All this has led to great interest in the selection of effective inoculants. Brazil is considered a global leader in the use of inoculants and one of the largest producers of pulses worldwide (Santos et al., <xref ref-type="bibr" rid="B80">2019</xref>). A reference is made in the following section to the most commonly selected strains (<italic>Bradyrhizobium</italic> and <italic>Rhizobium</italic>), as well as the beneficial role that rhizobial exopolysaccharides (EPS) and T6SS can have in an effective symbiosis and therefore in BNF.</p>
</sec>
<sec id="s2">
<title><italic>Bradyrhizobium</italic> Species in Brazilian Soils</title>
<p>Reports on legume nodulation by <italic>Bradyrhizobium</italic> strains in Brazil are quite abundant, mainly in terms of legumes and bradyrhizobial isolates diversity. However, there are still a large number of rhizobial isolates waiting to be characterized. In this section, we summarize data on the history and evolution of studies on <italic>Bradyrhizobium</italic> in soybean (<italic>Glycine max</italic>).</p>
<p>The SEMIA Rhizobia Collection of Brazil originated in 1950 through the isolation and selection of efficient native strains for legumes of economic importance by professionals from the Agricultural Microbiology Section (SEMIA) of the Agronomic Research Institute (IPAGRO today FEPAGRO). Brazilian soybean crops boosted the beginning of inoculant production in Brazil in the 1960s due to the lack of native bacteria that were able to efficiently nodulate soybean, therefore, supplied mainly with North American strains. The first record of the SEMIA Collection was in 1973. In the 1980s, studies showed enormous genetic and physiological variability between the strains of <italic>Bradyrhizobium japonicum</italic>, suggesting the subdivision of <italic>Bradyrhizobium</italic> into two species, <italic>B. japonicum</italic> and <italic>B. elkanii</italic> (Kuykendall et al., <xref ref-type="bibr" rid="B49">1992</xref>).</p>
<p>Argentina, Brazil, and the United States are the most important soybean producers. <italic>Bradyrhizobium</italic> is the most prominent and widely studied in terms of nodulation and nitrogen fixation in soybeans. The Ministry of Agriculture, Livestock and Food (MAPA) of Brazil emitted official reports about the quality of soybean inoculants (number of viable cells, strain identification, and presence of contaminants). In Brazil and South America, today, MAPA authorizes the use of different <italic>Bradyrhizobium</italic> strains in the formulation of commercial inoculants (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>), consequently settling these populations in most of the soybean Brazilian soils (Hungria et al., <xref ref-type="bibr" rid="B36">2001</xref>; Delamuta et al., <xref ref-type="bibr" rid="B24">2013</xref>). Since the beginning of inoculant production in the 1980s, seven species that were able to efficiently nodulate soybean have been described, <italic>B. japonicum, B. diazoefficiens, B. elkanii</italic>, and <italic>B. liaoningense</italic> (Willems, <xref ref-type="bibr" rid="B100">2006</xref>); and <italic>Mesorhizobium tianshanense</italic> (Chen et al., <xref ref-type="bibr" rid="B17">1995</xref>); <italic>Sinorhizobium fredii</italic> and <italic>S. xinjiangense</italic> (Chen et al., <xref ref-type="bibr" rid="B18">1988</xref>). The number of validated <italic>Bradyrhizobium</italic> species published has greatly increased in recent years, and &#x0007E;35% are from South America and another 35% from other regions mainly from China.</p>
<p>The soybean BNF is consolidated though many farmers use synthetic fertilizers. <italic>Bradyrhizobium</italic> inoculants are alternatives to reduce water pollution and nitrous oxide (N<sub>2</sub>O) emission (Akiyama et al., <xref ref-type="bibr" rid="B2">2016</xref>). However, Obando et al. (<xref ref-type="bibr" rid="B68">2019</xref>) showed the first report that pointed out the incomplete denitrification pathway in five of the most used strains for soybean.</p>
<p>G&#x000F6;ttfert et al. (<xref ref-type="bibr" rid="B30">2001</xref>) described symbiosis-specific genes in a 410-kilobase DNA region of the <italic>B. diazoefficiens</italic> USDA110 chromosome and in 2002, the complete genomic sequence was described (Kaneko et al., <xref ref-type="bibr" rid="B44">2002</xref>). The pioneering study reporting the high diversity of <italic>Bradyrhizobium</italic> genospecies was through a DNA&#x02013;DNA hybridization conducted by Willems et al. (<xref ref-type="bibr" rid="B101">2001</xref>). <italic>Bradyrhizobium</italic>&#x00027;s genomes are larger than those of other genera of rhizobia, reflecting their vast metabolic, and different life cycles. In addition, high phenotypic and/or genotypic diversity, both intra- and interspecific, between the strains of <italic>Bradyrhizobium</italic> was observed (Guimar&#x000E3;es et al., <xref ref-type="bibr" rid="B33">2012</xref>, <xref ref-type="bibr" rid="B32">2015</xref>; Rufini et al., <xref ref-type="bibr" rid="B77">2014</xref>). Despite this diversity, <italic>Bradyrhizobium</italic> species have a monophyletic character with few exceptions, particularly the photosynthetic bradyrhizobia (Moulin et al., <xref ref-type="bibr" rid="B65">2004</xref>). Iida et al. (<xref ref-type="bibr" rid="B38">2015</xref>) reported the presence of some islands of symbiosis shuffled with abundant insertion sequences in the genomes of extra-slow-growing <italic>Bradyrhizobium</italic> strains. In the symbiotic islands, there are insertion sequences and groups of symbiotic genes, such as <italic>nod, nif</italic>, <italic>fix</italic>, and <italic>rhc</italic>. <italic>nifH</italic> and <italic>nod</italic> Genes are the most used for phylogenetic reconstructions of symbiosis, both transferred vertical and horizontally between different chromosomal backgrounds (Menna and Hungria, <xref ref-type="bibr" rid="B60">2011</xref>). Generally, the transfer of specific symbiotic genes is considered a fundamental mechanism that allows legumes to form symbioses with rhizobia adapted to private soils (Andrews et al., <xref ref-type="bibr" rid="B3">2017</xref>).</p>
</sec>
<sec id="s3">
<title><italic>Rhizobium Tropici</italic>, a Species Resistant to Acidic Growth Conditions</title>
<p><italic>Rhizobium</italic> species are widely used as inoculants. <italic>R. tropici</italic> CIAT899 establishes symbiosis with different legume species, including common beans (<italic>Phaseolus vulgaris</italic>) (Mart&#x000ED;nez-Romero et al., <xref ref-type="bibr" rid="B59">1991</xref>). However, the success of this process can be limited by different environmental conditions, such as high temperature, low pH, presence of host legumes, and soil (Mart&#x000ED;nez-Romero et al., <xref ref-type="bibr" rid="B59">1991</xref>; Hungria et al., <xref ref-type="bibr" rid="B36">2001</xref>; Vinuesa et al., <xref ref-type="bibr" rid="B97">2003</xref>; Puozaa et al., <xref ref-type="bibr" rid="B74">2017</xref>).</p>
<p>When pH is reduced by plant exudates containing protons and organic acids, it provides a limitation for the survival of microorganisms and nodulation, and BNF can be severely affected. Finding acid-tolerant plants and compatible rhizobia are of remarkable agronomic and ecological relevance. <italic>R. tropici</italic> CIAT899 is more resistant to acidic conditions than most rhizobia. This resistance is related to several factors, such as hydroxylated ornitine lipids, which make the membrane less fluid and less permeable to protons (Vinuesa et al., <xref ref-type="bibr" rid="B97">2003</xref>; Vences-Guzm&#x000E1;n et al., <xref ref-type="bibr" rid="B95">2011</xref>). Guerrero-Castro et al. (<xref ref-type="bibr" rid="B31">2018</xref>) identified 26 genes in <italic>R. tropici</italic> CIAT899 involved in the pH stress response, and transcriptomic analysis from cells grown under different pH conditions allowed the identification of 383 genes that are differentially expressed. The genes included response regulators and membrane transporters, enzymes involved in the metabolism of amino acids and carbohydrates, and proton extrusion.</p>
<p>Biosynthesis of EPS encoded in the <italic>R. tropici</italic> CIAT899 genome has been associated with acid tolerance, and implication of EPS in symbiosis is discussed in the next section.</p>
</sec>
<sec id="s4">
<title>Importance of Exopolysaccharides Production in Symbiosis</title>
<p>Rhizobial EPS are biopolymers of high&#x02013;and low&#x02013;molecular weight, secreted in the environment both in free living and in symbiosis (Skorupska et al., <xref ref-type="bibr" rid="B87">2006</xref>). EPS contribute to tolerance of rhizobia against unfavorable conditions: reactive oxygen species, detergents, salt, acidic pH, drought, antimicrobial agents, etc. (Staehelin et al., <xref ref-type="bibr" rid="B91">2006</xref>; Geddes et al., <xref ref-type="bibr" rid="B29">2014</xref>; Naseem et al., <xref ref-type="bibr" rid="B66">2018</xref>; Sun et al., <xref ref-type="bibr" rid="B93">2020</xref>). Also, they participate in biofilm formation and attachment to abiotic or plant surfaces (Russo et al., <xref ref-type="bibr" rid="B78">2006</xref>; Sch&#x000E4;per et al., <xref ref-type="bibr" rid="B81">2019</xref>). In the <italic>Rhizobium</italic>&#x02013;legume interactions, EPS affect pre-infection events with the host, such as root hair curvature (Downie, <xref ref-type="bibr" rid="B26">2010</xref>; Janczarek, <xref ref-type="bibr" rid="B40">2011</xref>) and suppress the defense responses of the host plant (Jones et al., <xref ref-type="bibr" rid="B42">2007</xref>). EPS can be perceived by plant LysM kinase receptors impairing or facilitating symbiosis with rhizobia depending on the polysaccharide composition, in <italic>L. japonicus</italic>, EPR3 receptor recognizes EPS controlling bacterial infection (Kawaharada et al., <xref ref-type="bibr" rid="B45">2017</xref>; Kelly et al., <xref ref-type="bibr" rid="B46">2017</xref>; Wong et al., <xref ref-type="bibr" rid="B102">2020</xref>). EPS can have a negative effect on symbiosis as seen in <italic>S. fredii</italic> HH103/<italic>Glycine max</italic>, where flavonoids activate transcription of nodulation genes but repress EPS production (Acosta-Jurado et al., <xref ref-type="bibr" rid="B1">2016</xref>).</p>
<p>EPS biosynthesis is unknown in most of the inoculants authorized in Brazil (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>), particularly in <italic>Bradyrhizobium</italic> strains, however, it has been well-studied in <italic>Sinorhizobium meliloti</italic> and <italic>Rhizobium leguminosarum</italic> and required <italic>exo, exs, exp</italic>, and <italic>muc</italic> genes, which are mainly grouped and conserved in different strains (Janczarek et al., <xref ref-type="bibr" rid="B41">2015</xref>). They are distributed on the chromosome or in symbiotic plasmids (Ivashina and Ksenzenko, <xref ref-type="bibr" rid="B39">2012</xref>; Orme&#x000F1;o-Orrillo et al., <xref ref-type="bibr" rid="B69">2012</xref>). EPS contain mostly <sc>d</sc>-glucose and <sc>d</sc>-galactose (Castellane et al., <xref ref-type="bibr" rid="B15">2014</xref>, <xref ref-type="bibr" rid="B13">2017</xref>, <xref ref-type="bibr" rid="B16">2018</xref>, <xref ref-type="bibr" rid="B14">2019</xref>), uronic acids and non-sugar substitutions can also be very important (L&#x000F3;pez-Baena et al., <xref ref-type="bibr" rid="B54">2016</xref>). Enzymes such as glycosyltransferase (PssA) and galactosyltransferase (PssJ) are responsible for assembling EPS sub-units in <italic>R. leguminosarum</italic> (Marczak et al., <xref ref-type="bibr" rid="B57">2020</xref>).</p>
<p>Rhizobia are capable of producing two EPS forms, type I (succinoglycans) involved in <italic>S. meliloti</italic> nodule development (Reuber et al., <xref ref-type="bibr" rid="B75">1991</xref>; Becker et al., <xref ref-type="bibr" rid="B7">2002</xref>; Skorupska et al., <xref ref-type="bibr" rid="B87">2006</xref>) and type II (galactoglycans) required for root hair attachment and biofilm formation (R&#x000FC;berg et al., <xref ref-type="bibr" rid="B76">1999</xref>; Becker et al., <xref ref-type="bibr" rid="B7">2002</xref>; Skorupska et al., <xref ref-type="bibr" rid="B87">2006</xref>; Sorroche et al., <xref ref-type="bibr" rid="B89">2010</xref>). Also, <italic>R. leguminosarum</italic> EPS protect against zinc stress in the symbiosis with <italic>Trifolium</italic> (Kopyci&#x00144;ska et al., <xref ref-type="bibr" rid="B47">2018</xref>). In the symbiosis of <italic>S. fredii</italic> HH103/<italic>Glycyrrhiza uralensis</italic>, EPS were not strictly necessary (Margaret-Oliver et al., <xref ref-type="bibr" rid="B58">2012</xref>) but <italic>Mesorhizobium tianshanense</italic> non-mucoid mutants were defective in nodulation with the same legume (Wang et al., <xref ref-type="bibr" rid="B99">2008</xref>). <italic>R. tropici</italic> CIAT899 EPS are not required for bean nodulation but it is involved in competitiveness (Milner et al., <xref ref-type="bibr" rid="B61">1992</xref>). A <italic>R. leguminosarum pssZ</italic> mutant showed reduced EPS production and nodule formation and affected bacteroids development (Lipa et al., <xref ref-type="bibr" rid="B53">2018</xref>). Different amounts of EPS do not seem to interfere with the host, but with the ability to survive in the rhizosphere (Donati et al., <xref ref-type="bibr" rid="B25">2013</xref>). <italic>S. meliloti</italic> Rm8530 produced three times more EPS than an <italic>expR</italic> mutant (Primo et al., <xref ref-type="bibr" rid="B72">2020</xref>), and both had the same efficiency in the symbiosis with <italic>Medicago sativa</italic> (Pellock et al., <xref ref-type="bibr" rid="B71">2002</xref>). Despite all these studies, the role of EPS in symbiosis remains unclear (Skorupska et al., <xref ref-type="bibr" rid="B87">2006</xref>; Marczak et al., <xref ref-type="bibr" rid="B56">2017</xref>).</p>
<p>In acidic soils, rhizobia from different hosts, such as <italic>Cicer, Phaseolus, Lens</italic>, and <italic>Leucaena</italic> can produce a considerable quantity of EPS (Cunningham and Munns, <xref ref-type="bibr" rid="B20">1984</xref>). Secreted EPS are increased under abiotic stress (Hirsch, <xref ref-type="bibr" rid="B35">1996</xref>; Sorroche et al., <xref ref-type="bibr" rid="B88">2018</xref>; Primo et al., <xref ref-type="bibr" rid="B72">2020</xref>). However, at acid pH <italic>R. tropici</italic> CIAT899 showed a lower production of biopolymers (Avelar Ferreira et al., <xref ref-type="bibr" rid="B5">2012</xref>), whereas EPS production was not affected in <italic>R. favelukesii</italic> LPU83 (Nilsson et al., <xref ref-type="bibr" rid="B67">2021</xref>).</p>
<p>The EPS in <italic>P. vulgaris</italic> induce genes involved in carbon metabolism, transcriptional regulation, circadian cycle, and phytohormone production (Via et al., <xref ref-type="bibr" rid="B96">2015</xref>).</p>
</sec>
<sec id="s5">
<title>Type VI Secretion System (T6SS) in Rhizobia</title>
<p>The T6SS secretion system has been hardly related to symbiosis. It was described in 2006 in <italic>Vibrio cholerae</italic> and <italic>Pseudomonas aeruginosa</italic> (Mougous et al., <xref ref-type="bibr" rid="B64">2006</xref>; Pukatzki et al., <xref ref-type="bibr" rid="B73">2006</xref>). Since then it has been characterized in numerous bacteria, mainly Proteobacteria (Boyer et al., <xref ref-type="bibr" rid="B12">2009</xref>). The T6SS is a nano-syringe that enables bacteria to inject proteins called effectors into both eukaryotic and prokaryotic cells (Basler and Mekalanos, <xref ref-type="bibr" rid="B6">2012</xref>).</p>
<p>T6SS biosynthesis usually requires 13 core structural proteins encoded by <italic>tss</italic> genes and accessories named <italic>tag</italic> (type six accessory gene) (Shalom et al., <xref ref-type="bibr" rid="B82">2007</xref>; Silverman et al., <xref ref-type="bibr" rid="B84">2012</xref>).</p>
<p>Its structure contains three elements: a trans-membrane complex (TssMLJ), a cytoplasmic baseplate (TssEFGK), and a double tube, the outer one formed by a contractile sheath (TssBC) and the inner one by Hcp (TssD) ending with the puncturing device VgrG (TssI)-PAAR (Wang et al., <xref ref-type="bibr" rid="B98">2019</xref>) (<xref ref-type="fig" rid="F1">Figure 1</xref>). The PAAR domain (proline&#x02013;alanine&#x02013;alanine&#x02013;arginine) is a sharp conical extension on the VgrG spike, is similar to DUF4150 domain, and facilitates secretion of a broad range of toxins (Shneider et al., <xref ref-type="bibr" rid="B83">2013</xref>). The assembly of the inner tube and the contractile sheath requires TssA. After contraction, the T6SS tube is recycled by TssH (ClpV), an ATPase that disassembles the structure (Wang et al., <xref ref-type="bibr" rid="B98">2019</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>T6SS gene cluster organization of different rhizobia. In parentheses is the host legume. Orthologous genes show the same color and pattern. The numbered Boxes 1&#x02013;6 contain mainly not <italic>tss</italic> or <italic>tag</italic> genes. Box 6 corresponds to strains harboring a second cluster with the <italic>vgrG</italic> gene. Uncolored genes encode proteins with no known domains. Pseudogenes are indicated by thinner arrows. Dotted arrows have not been considered part of the T6SS. The numbers above the genes indicate the number of amino acids of the corresponding protein and boxes under the genes indicate identified domains (<bold>D</bold>: DUF, Oxa: oxoacyl-ACP synthases. <bold>(A)</bold> General organization in four rhizobia genera, <bold>(B)</bold> detailed gene organization of Boxes 3,4 of <italic>Mesorhizobium</italic> and <italic>Sinorhizobium</italic> strains, <bold>(C)</bold> detailed gene organization of Boxes 5, 6 of <italic>Rhizobium</italic> strains, and <bold>(D)</bold> structure of a T6SS. The colors are the same as those of the genes that encode these units in <bold>(A&#x02013;C)</bold>. The effectors are symbolized by ovoid shapes.</p></caption>
<graphic xlink:href="fagro-03-661468-g0001.tif"/>
</fig>
<p>Many of the known effectors targeting bacteria have a toxic function (lipases, DNases, and peptidoglycanases) killing potential competitors (Coulthurst, <xref ref-type="bibr" rid="B19">2019</xref>). Toxic effector genes are adjacent to cognate immunity genes that prevent self-toxicity or toxicity of sibling cells, and they are known as effector&#x02013;immunity pairs (E/I pairs) (Yang et al., <xref ref-type="bibr" rid="B103">2018</xref>). It is relevant that the presence of genes coding for possible effectors not accompanied by their cognate immunity gene and called orphan genes could encode for effectors whose target was eukaryotic cells (Trunk et al., <xref ref-type="bibr" rid="B94">2018</xref>). Sometimes there is a third gene that codes a chaperone or adaptor for loading the effector onto the cognate VgrG. Adaptors contain conserved domains as DUF2169 or DUF4123 (Lien and Lai, <xref ref-type="bibr" rid="B51">2017</xref>). Genes encoding effectors are often close to <italic>hcp</italic> and <italic>vgrG</italic> genes (Ma et al., <xref ref-type="bibr" rid="B55">2014</xref>; Bernal et al., <xref ref-type="bibr" rid="B8">2017</xref>).</p>
<p>The relationship between T6SS and rhizobial symbiosis was studied before the description of the independent role of T6SS. In 2003, a group of genes impairing pea nodulation of <italic>Rhizobium leguminosarum</italic> RBL5523 were identified (Bladergroen et al., <xref ref-type="bibr" rid="B10">2003</xref>). These genes corresponded to what we already know as <italic>tss</italic>. Since then, a few researchers have studied the role of T6SS in symbiosis beyond mentioning its presence. In two such studies, it was found that mutations in T6SS genes do not affect symbiotic efficiency but symbiotic competitiveness (De Campos et al., <xref ref-type="bibr" rid="B21">2017</xref>; Lin et al., <xref ref-type="bibr" rid="B52">2018</xref>), and in another study, a positive effect on symbiosis was demonstrated (Salinero-Lanzarote et al., <xref ref-type="bibr" rid="B79">2019</xref>).</p>
<p>So far the symbiotic importance of any T6SS of recommended inoculants such as those included in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref> is not known. <xref ref-type="fig" rid="F1">Figure 1</xref> shows the organization of 19 T6SSs of strains representing the main genera of rhizobia that nodulate pulses. When possible the strains were chosen from <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>.</p>
</sec>
<sec id="s6">
<title>Genomic Organization of Rhizobia T6SS Clusters</title>
<p>Organization and arrangement of T6SS genes with structural, regulatory, or accessory functions called <italic>tss</italic> or <italic>tag</italic> genes are totally conserved in all the species of each genus included in <xref ref-type="table" rid="T1">Table 1</xref> and <xref ref-type="fig" rid="F1">Figure 1</xref>. Genes not identified as <italic>tss</italic> or <italic>tag</italic>, match mostly to hypothetical proteins and among them are potential effectors as discussed below. These genes have been marked in <xref ref-type="fig" rid="F1">Figure 1</xref> by boxes numbered 1&#x02013;6 and they are not as conserved as the previous ones, especially when different genera are compared. The T6SSs of all the <italic>Bradyrhizobium</italic> strains in <xref ref-type="table" rid="T1">Table 1</xref> have identical gene organization (<xref ref-type="fig" rid="F1">Figure 1A</xref>). The three <italic>Mesorhizobium</italic> T6SSs presented slight differences among them as shown in Boxes 3, 4 of <xref ref-type="fig" rid="F1">Figure 1</xref>. <italic>Sinorhizobium</italic> T6SS is similar to that of <italic>Mesorhizobium</italic>. The T6SSs of the <italic>Rhizobium</italic> strains show the greatest diversity in genes of Boxes 5, 6. Genomes of <italic>R</italic>. SEMIA 439 and <italic>R</italic>. SEMIA 4032 have an extra copy of gene <italic>vgrG</italic> (<xref ref-type="fig" rid="F1">Figure 1C</xref>, Box 6).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Proteins encoded by different rhizobial T6SS genes (no <italic>tss</italic> or <italic>tag</italic> genes).</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Host</bold></th>
<th valign="top" align="left"><bold>Strains</bold></th>
<th valign="top" align="left"><bold>Origin</bold></th>
<th valign="top" align="left"><bold>Number of aa of proteins from not <italic>tss</italic> nor <italic>tag</italic> genes</bold></th>
<th valign="top" align="left"><bold>References and NCBI sequence</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><italic>Arachis hypogaea</italic></td>
<td valign="top" align="left"><italic>B. nanningense</italic> <break/> CCBAU 53390</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">187, 528 (<xref ref-type="fig" rid="F1">Figure 1A</xref>, Boxes 1, 2)</td>
<td valign="top" align="left">DS<xref ref-type="table-fn" rid="TN1"><sup>a</sup></xref> NZ_LBJC01000000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Lupinus albus</italic></td>
<td valign="top" align="left"><italic>B.elkanii</italic> <break/> SEMIA 938</td>
<td valign="top" align="left">Brazil</td>
<td valign="top" align="left">187, 533 (<xref ref-type="fig" rid="F1">Figure 1A</xref>, Boxes 1, 2)</td>
<td valign="top" align="left">Hungria et al., <xref ref-type="bibr" rid="B37">2019</xref>, NZ_SZZP01000000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Vigna unguiculata</italic></td>
<td valign="top" align="left"><italic>B. pachyrhizi</italic> BR3262</td>
<td valign="top" align="left">Brazil</td>
<td valign="top" align="left">187, 528 (<xref ref-type="fig" rid="F1">Figure 1A</xref>, Boxes 1, 2)</td>
<td valign="top" align="left">Sim&#x000F5;es-Ara&#x000FA;jo et al., <xref ref-type="bibr" rid="B85">2016</xref> LJYE00000000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Glycine max</italic></td>
<td valign="top" align="left"><italic>B. elkanii</italic> <break/> SEMIA 587</td>
<td valign="top" align="left">Brazil</td>
<td valign="top" align="left">187, 528 (<xref ref-type="fig" rid="F1">Figure 1A</xref>, Boxes 1, 2)</td>
<td valign="top" align="left">De Souza et al., <xref ref-type="bibr" rid="B22">2012</xref> NZ_SWAO01000000</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>B. elkanii</italic> SEMIA 5019</td>
<td valign="top" align="left">Brazil</td>
<td valign="top" align="left">187, 533 (<xref ref-type="fig" rid="F1">Figure 1A</xref>, Boxes 1, 2)</td>
<td valign="top" align="left">DS<xref ref-type="table-fn" rid="TN1"><sup>a</sup></xref> NZ_SWAN01000000</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>B. japonicum</italic> SEMIA 5079</td>
<td valign="top" align="left">Brazil</td>
<td valign="top" align="left">116, 533 (<xref ref-type="fig" rid="F1">Figure 1A</xref>, Boxes 1, 2)</td>
<td valign="top" align="left">Siqueira et al., <xref ref-type="bibr" rid="B86">2014</xref> NZ_CP007569.1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>B. diazoefficiens</italic> SEMIA 5080</td>
<td valign="top" align="left">Brazil</td>
<td valign="top" align="left">187, 533 (<xref ref-type="fig" rid="F1">Figure 1A</xref>, Boxes 1, 2)</td>
<td valign="top" align="left">Siqueira et al., <xref ref-type="bibr" rid="B86">2014</xref> ADOU00000000</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>S. fredii</italic> HH103 (USDA207)</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">115, 319, 324, 343, 366 (<xref ref-type="fig" rid="F1">Figures 1A,B</xref>, Box 4)</td>
<td valign="top" align="left">Sugawara et al., <xref ref-type="bibr" rid="B92">2013</xref> NZ_WITA01000128</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Cicer arietinum</italic></td>
<td valign="top" align="left"><italic>M. ciceri</italic> CC1192</td>
<td valign="top" align="left">Israel</td>
<td valign="top" align="left">776, 131 361, 265, 189, 253, 351, 353 (<xref ref-type="fig" rid="F1">Figures 1A,B</xref>, Boxes 3, 4)</td>
<td valign="top" align="left">Haskett et al., <xref ref-type="bibr" rid="B34">2016</xref> NZ_CP015063</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>M. mediterraneum</italic> USDA3392</td>
<td valign="top" align="left">France</td>
<td valign="top" align="left">551, 777, 131 387, 347, 362. 162, 137, 300 (<xref ref-type="fig" rid="F1">Figures 1A,B</xref>, Boxes 3, 4)</td>
<td valign="top" align="left">DS<xref ref-type="table-fn" rid="TN1"><sup>a</sup></xref> NZ_NPKI01000026</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Pisum sativum</italic></td>
<td valign="top" align="left"><italic>Mesorhizobium</italic> SEMIA 3007</td>
<td valign="top" align="left">Mexico</td>
<td valign="top" align="left">441, 807, 166, 115, 299, 368, 341, 367 (<xref ref-type="fig" rid="F1">Figures 1A,B</xref>, Boxes 3, 4)</td>
<td valign="top" align="left">DS<xref ref-type="table-fn" rid="TN1"><sup>a</sup></xref> NZ_MDLH01000000</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>R. ruizarguesonis</italic> UPM1132</td>
<td valign="top" align="left">Italy</td>
<td valign="top" align="left">197; 369, 508, 349, 250, 132, 391, 370 (<xref ref-type="fig" rid="F1">Figures 1A,C</xref>, Box 5)</td>
<td valign="top" align="left">Jorr&#x000ED;n et al., <xref ref-type="bibr" rid="B43">2020</xref> NZ_PQIH01000000</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>R. ruizarguesonis</italic> UPM1133</td>
<td valign="top" align="left">Italy</td>
<td valign="top" align="left">360, 298, 365, 508, 349 (<xref ref-type="fig" rid="F1">Figures 1A,C</xref>, Box 5)</td>
<td valign="top" align="left">Jorr&#x000ED;n et al., <xref ref-type="bibr" rid="B43">2020</xref> NZ_PQIG01000000</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>R. ruizarguesonis</italic> UPM1134</td>
<td valign="top" align="left">Italy</td>
<td valign="top" align="left">197; 369, 508, 349, 250, 114, 391, 370 (<xref ref-type="fig" rid="F1">Figures 1A,C</xref>, Box 5)</td>
<td valign="top" align="left">Jorr&#x000ED;n et al., <xref ref-type="bibr" rid="B43">2020</xref> NZ_PQIF01000000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Lensculinaris</italic></td>
<td valign="top" align="left"><italic>R. laguerreae</italic> OL29</td>
<td valign="top" align="left">Algeria</td>
<td valign="top" align="left">355, 274, 192, 229, 89, 224, 100, 221, 199, 242, 392 (<xref ref-type="fig" rid="F1">Figures 1A,C</xref>, Box 5)</td>
<td valign="top" align="left">DS<xref ref-type="table-fn" rid="TN1"><sup>a</sup></xref> NZ_WIFJ01000000</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>R. leguminosarum</italic> L145</td>
<td valign="top" align="left">France</td>
<td valign="top" align="left">358, 298, 369, 499, 330, 128, 500, 370, 221, 150, 101, 199, 303, 329, 250, 198 (<xref ref-type="fig" rid="F1">Figures 1A,C</xref>, Box 5)</td>
<td valign="top" align="left">DS<xref ref-type="table-fn" rid="TN1"><sup>a</sup></xref> NZ_WIED00000000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Phaseolus vulgaris</italic></td>
<td valign="top" align="left"><italic>Rhizobium</italic> sp. SEMIA 4032</td>
<td valign="top" align="left">Brazil</td>
<td valign="top" align="left">129, 166, 371, 366, 402, 195, 169, 1,458, 283 (<xref ref-type="fig" rid="F1">Figures 1A,C</xref>, Boxes 5, 6)</td>
<td valign="top" align="left">DS<sup>a</sup> NZ_QERH01000000</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Rhizobium</italic> sp. SEMIA 439</td>
<td valign="top" align="left">Argentina</td>
<td valign="top" align="left">129, 166,371, 366, 101 354, 282, 175, 202, 176, 238 (<xref ref-type="fig" rid="F1">Figure 1C</xref>, Boxes 5, 6)</td>
<td valign="top" align="left">DS<sup>a</sup> NZ_QERG01000000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Vicia faba</italic></td>
<td valign="top" align="left"><italic>R. leguminosarum</italic> CCBAU 03058</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">358, 298, 250, 392, 369, 508, 305, 349 (<xref ref-type="fig" rid="F1">Figures 1A,C</xref>, Box 5)</td>
<td valign="top" align="left">DS<xref ref-type="table-fn" rid="TN1"><sup>a</sup></xref> NZ_WIEO01000000</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN1"><label>a</label><p><italic>DS, Direct submission</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s7">
<title>Putative Effectors in Rhizobia T6SS</title>
<p>Numerous effectors are found in the vicinity of the structural genes <italic>vgrG</italic> and <italic>hcp</italic>, and it is common to find three genes in tandem so that the first corresponds to an adaptor with DUF2169 or DUF 4123 domains, the second to a toxic effector, and the third to an immunity protein. Other possibilities are E/I pair or orphan effectors (Ma et al., <xref ref-type="bibr" rid="B55">2014</xref>; Bondage et al., <xref ref-type="bibr" rid="B11">2016</xref>; Trunk et al., <xref ref-type="bibr" rid="B94">2018</xref>; Yang et al., <xref ref-type="bibr" rid="B103">2018</xref>). Many effectors have an N-terminal DUF4150 or PAAR domain followed by a C-terminal region of variable function and some immunity proteins have a similar structure to KNR4 proteins or contain DUF1851 domains (Zhang et al., <xref ref-type="bibr" rid="B104">2011</xref>; Ma et al., <xref ref-type="bibr" rid="B55">2014</xref>). Possible effectors are discussed below based on their location in T6SS or on domains noted in Pfam protein families database (El-Gebali et al., <xref ref-type="bibr" rid="B27">2019</xref>) (<xref ref-type="supplementary-material" rid="SM2">Supplementary Table 2</xref>).</p>
<p>Two conserved genes in <italic>Bradyrhizobium</italic> T6SS could encode orphan effectors (<xref ref-type="fig" rid="F1">Figure 1</xref>, Boxes 1, 2). Proteins from these genes were designated B.187 and B.528. Their number of amino acids depends on the strain (<xref ref-type="table" rid="T1">Table 1</xref>). No functional domain has been identified in B.187. The other, B.528, has a methyltransferase domain. The role of these proteins is unknown. Other orphan effector (197 aa) could be encoded by the gene between <italic>hcp</italic> and <italic>vrgG</italic> in <italic>R. laguerrae</italic> and <italic>R. ruizarguesonis</italic> UPM1132 and UPM 1134 (<xref ref-type="fig" rid="F1">Figure 1C</xref>).</p>
<p>Box 3 in <xref ref-type="fig" rid="F1">Figures 1A,B</xref> contains genes for three types of <italic>Mesorhizobium</italic> proteins, Ms166 has the DUF1036 domain mainly present in membrane proteins of alphaproteobacteria. Ms808 is homologous to M23 metallopeptidases that lyse bacterial cell wall peptidoglycans (Lewis et al., <xref ref-type="bibr" rid="B50">2019</xref>). And the third, Ms441, not present in <italic>M. ciceri</italic>, presents a caspase domain. Caspases (cysteine&#x02013;aspartic proteases) participate in programmed cell death in animal tissues; however, the function of most bacterial caspase homologs are unknown (Asplund-Samuelsson, <xref ref-type="bibr" rid="B4">2015</xref>). Box 4 of <xref ref-type="fig" rid="F1">Figures 1A,B</xref> includes genes encoding proteins with DUF2169, DUF4150, or oxoacyl-ACP synthases domains, but their roles are unknown.</p>
<p>Pairs E/I are present in <italic>R</italic>. sp. SEMIA 4032 and SEMIA 439 as Rap1/Tae4 pair (<xref ref-type="fig" rid="F1">Figure 1C</xref>). Rap1 is homologous to an immunity protein that neutralizes the amidase Tae4 able to cleave muropeptides of peptidoglycans (English et al., <xref ref-type="bibr" rid="B28">2012</xref>; Srikannathasan et al., <xref ref-type="bibr" rid="B90">2013</xref>; Zhang et al., <xref ref-type="bibr" rid="B105">2013</xref>). Other E/I pair could correspond to the genes between <italic>hcp</italic> and <italic>vgrG</italic> in the <italic>Rhizobium</italic> strains UPM1133, CCBAU3058, and L145, although they do not have similarity with any E/I pair described.</p>
<p>Proteins with N-terminal PAAR-like/DUF4150 domain followed by a C-terminal region that contains a putative effector domain (Bondage et al., <xref ref-type="bibr" rid="B11">2016</xref>) are present in Boxes 4&#x02013;6 of <xref ref-type="fig" rid="F1">Figure 1</xref>. No function for these proteins has been identified with the exception of <italic>M. ciceri</italic> Mc253 that contains a DNase_NucA_NucB domain (<xref ref-type="fig" rid="F1">Figure 1B</xref>, Box 4). Rse.1458 from <italic>R</italic>. sp. SEMIA4032, <xref ref-type="fig" rid="F1">Figure 1</xref> Box 6, has two toxic RhsA domains often present in effectors secreted by T6SS (Pei et al., <xref ref-type="bibr" rid="B70">2020</xref>).</p>
</sec>
<sec sec-type="conclusions" id="s8">
<title>Conclusions</title>
<p>It is desirable that collections of rhizobia, such as the Brazilian SEMIA, have and provide well-characterized rhizobia capable of maximizing nitrogen fixation in legumes.</p>
<p>Rhizobial EPS role in plant signaling and in bacterial protection against different stresses should be elucidated because they play a crucial role in symbiosis. EPS can promote competitiveness, the development of nodules, and therefore influence the effectiveness of inoculants. The connection between different symbiotic signals and regulation of EPS and other relevant surface polysaccharide expression in different rhizobia should also be considered.</p>
<p>The presence of T6SS in inoculants with high nitrogen-fixing capacity can lead to (i) better competitiveness against native soil endosymbionts able to nodulate the same host legume; (ii) biocontrol against pathogens/microorganisms in the rhizosphere as demonstrated by <italic>Pseudomonas</italic> preventing phytopathogenic bacteria (Bernal et al., <xref ref-type="bibr" rid="B8">2017</xref>, <xref ref-type="bibr" rid="B9">2018</xref>) and by the antifungal activity of <italic>Serratia marcescens</italic> (Trunk et al., <xref ref-type="bibr" rid="B94">2018</xref>); and (iii) targeting effectors to host legumes as revealed by some nodulation external proteins (Nops). Nops are type III secretion system&#x02013;dependent effectors with a positive, negative, or neutral effect on symbiosis (Deakin and Broughton, <xref ref-type="bibr" rid="B23">2009</xref>; Miwa and Okazaki, <xref ref-type="bibr" rid="B62">2017</xref>; Kusakabe et al., <xref ref-type="bibr" rid="B48">2020</xref>). It has been identified that T6SS anti-eukaryotic effectors enable infectious bacteria to survive against the immune response of their hosts (Monjar&#x000E1;s- Feria and Valvano, <xref ref-type="bibr" rid="B63">2020</xref>).</p>
</sec>
<sec id="s9">
<title>Author Contributions</title>
<p>All authors listed have made a substantial, direct and intellectual contribution to the work, and approved it for publication.</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>
</body>
<back>
<ack><p>This paper is dedicated to the memory of Prof. Tom&#x000E1;s Ruiz-Arg&#x000FC;eso (1943&#x02013;2020) whose teachings and friendship will always be with us.</p>
</ack>
<sec sec-type="supplementary-material" id="s10">
<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.2021.661468/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fagro.2021.661468/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_2.docx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> LR was supported by the Ministerio de Ciencia, Innovaci&#x000F3;n y Universidades, Spain (RTI2018-094985-B-100). TC and EL were supported by the National Council for Scientic and Technological Development (CNPq) (Proceeding No. 401886/2016-1) and Funda&#x000E7;&#x000E3;o de Amparo &#x000E0; Pesquisa do Estado de S&#x000E3;o Paulo (FAPESP) (Proceeding No. 19/13493-1). BD was supported by a scholarship from CNPq-GDE-204842/2018-2. LT was supported by scholarships from the National Exceptional Program (PNE), Ministry of Higher Education and Scientific Research of Algeria, and from the Erasmus&#x0002B; Programme project 2019-1-ES01-KA107-063778.</p>
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