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<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2025.1649750</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>A stable 15-member bacterial SynCom promotes <italic>Brachypodium</italic> growth under drought stress</article-title>
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<name><surname>Yadav</surname> <given-names>Archana</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Chen</surname> <given-names>Mingfei</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Acharya</surname> <given-names>Shwetha M.</given-names></name>
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<name><surname>Kim</surname> <given-names>Grace</given-names></name>
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<name><surname>Yang</surname> <given-names>Yuguo</given-names></name>
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<name><surname>Zhao</surname> <given-names>Tiffany Z.</given-names></name>
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<name><surname>Tsang</surname> <given-names>Eunice</given-names></name>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Chakraborty</surname> <given-names>Romy</given-names></name>
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<aff id="aff1"><sup>1</sup><institution>Climate and Ecosystem Sciences Division, Earth &#x0026; Environmental Sciences Area, Lawrence Berkeley National Laboratory</institution>, <addr-line>Berkeley, CA</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Molecular and Cell Biology, University of California Berkeley</institution>, <addr-line>Berkeley, CA</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Xiaoli Yu, Southern Ocean Science and Engineering Guangdong Laboratory (Zhuhai), China</p>
</fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Feng Huang, Guangdong Academy of Agricultural Sciences, China</p>
<p>Susmita Das Nishu, Ahsanullah University of Science and Technology, Bangladesh</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Romy Chakraborty, <email>rchakraborty@lbl.gov</email></corresp>
<fn fn-type="equal" id="fn0001"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>11</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1649750</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Yadav, Chen, Acharya, Kim, Yang, Zhao, Tsang and Chakraborty.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Yadav, Chen, Acharya, Kim, Yang, Zhao, Tsang and Chakraborty</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>
<sec>
<title>Introduction</title>
<p>Rhizosphere microbiomes are known to drive soil nutrient cycling and influence plant fitness during adverse environmental conditions. Field-derived robust Synthetic Communities (SynComs) of microbes mimicking the diversity of rhizosphere microbiomes can greatly advance a deeper understanding of such processes. However, assembling stable, genetically tractable, reproducible, and scalable SynComs remains challenging.</p>
</sec>
<sec>
<title>Methods</title>
<p>Here, we present a systematic approach using a combination of network analysis and cultivation-guided methods to construct a 15-member SynCom from the rhizobiome of <italic>Brachypodium distachyon</italic>. This SynCom incorporates diverse strains from five bacterial phyla. Genomic analysis of the individual strains was performed to reveal encoded plant growth-promoting traits, including genes for the synthesis of osmoprotectants (trehalose and betaine) and Na<sup>+</sup>/K<sup>+</sup> transporters, and some predicted traits were validated by laboratory phenotypic assays.</p>
</sec>
<sec>
<title>Results</title>
<p>The SynCom demonstrates strong stability both <italic>in vitro</italic> and <italic>in planta</italic>. Most strains encoded multiple plant growth-promoting functions, and several of these were confirmed experimentally. The presence of osmoprotectant and ion transporter genes likely contributed to the observed resilience of <italic>Brachypodium</italic> to drought stress, where plants amended with the SynCom recovered better than those without. We further observed preferential colonization of SynCom strains around root tips under stress, likely due to active interactions between plant root metabolites and bacteria.</p>
</sec>
<sec>
<title>Discussion</title>
<p>Our results demonstrate that trait-informed construction of synthetic communities can yield stable, functionally diverse consortia that enhance plant resilience under drought. Preferential colonization near root tips points to active, localized plant&#x2013;microbe signaling as a component of stress-responsive recruitment. This stable SynCom provides a scalable platform for probing mechanisms of plant-microbe interaction and for developing microbiome-based strategies to improve soil and crop performance in variable environments.</p>
</sec>
</abstract>
<kwd-group>
<kwd>microbiome</kwd>
<kwd>rhizosphere</kwd>
<kwd><italic>Brachypodium</italic></kwd>
<kwd>drought</kwd>
<kwd>SynCom</kwd>
<kwd>plant growth promotion (PGP)</kwd>
</kwd-group>
<contract-sponsor id="cn1">Lawrence Berkeley National Laboratory<named-content content-type="fundref-id">10.13039/100006235</named-content></contract-sponsor>
<contract-sponsor id="cn2">U. S. Department of Energy</contract-sponsor>
<contract-sponsor id="cn3">Office of Science<named-content content-type="fundref-id">10.13039/100006132</named-content></contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="117"/>
<page-count count="21"/>
<word-count count="14679"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Microbe and Virus Interactions with Plants</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>It is widely acknowledged that root-associated microorganisms play a crucial role in plant health and productivity. Root microbiomes aid plants by promoting nutrient acquisition (<xref ref-type="bibr" rid="ref71">Mendes et al., 2013</xref>), producing plant growth hormones (<xref ref-type="bibr" rid="ref28">Dodd et al., 2010</xref>; <xref ref-type="bibr" rid="ref30">Eichmann et al., 2021</xref>), and conferring resilience under abiotic stresses such as drought and increase in salinity (<xref ref-type="bibr" rid="ref60">Layeghifard et al., 2017</xref>; <xref ref-type="bibr" rid="ref97">Schmitz et al., 2022</xref>) among other beneficial functions. Plants recruit these root microbiomes primarily through the secretion of root exudates, that include organic acids, amino acids, nucleotides, vitamins, and fatty acids (<xref ref-type="bibr" rid="ref57">Kawasaki et al., 2016</xref>; <xref ref-type="bibr" rid="ref116">Zhalnina et al., 2018</xref>; <xref ref-type="bibr" rid="ref10">Berendsen et al., 2018</xref>), orchestrating over time the structure of their root-associated microbiome (<xref ref-type="bibr" rid="ref110">Voges et al., 2019</xref>; <xref ref-type="bibr" rid="ref82">Pascale et al., 2019</xref>).</p>
<p>Numerous studies have emphasized the importance of root microbiomes (<xref ref-type="bibr" rid="ref16">Bulgarelli et al., 2015</xref>; <xref ref-type="bibr" rid="ref66">Liu et al., 2021</xref>), and have shown that specific microbial groups play a more crucial role than others (<xref ref-type="bibr" rid="ref38">Gkarmiri et al., 2017</xref>; <xref ref-type="bibr" rid="ref11">Bergelson et al., 2019</xref>). However, despite recent advancements in the field, identifying and selecting beneficial root microbes for applications in crop improvement continues to remain challenging, since a holistic understanding of the complex interactions between microbes and their host plants is still lacking (<xref ref-type="bibr" rid="ref33">Finkel et al., 2017</xref>; <xref ref-type="bibr" rid="ref27">Diwan et al., 2022</xref>; <xref ref-type="bibr" rid="ref58">Kimotho and Maina, 2024</xref>). One promising approach involves constructing simplified synthetic communities (SynComs) derived from the root microbiome, where individual microbial strains co-exist, interacting with one another (<xref ref-type="bibr" rid="ref44">Gupta et al., 2021</xref>; <xref ref-type="bibr" rid="ref101">Shayanthan et al., 2022</xref>). Defined SynComs enable deeper understanding of how microbes cooperate, compete, and influence each other and the plant host in the rhizosphere ecosystem (<xref ref-type="bibr" rid="ref24">de Souza et al., 2020</xref>), and allow designing targeted experiments to generate defensible hypotheses about role of microbial communities during plant growth and health under myriad environmental conditions. SynComs are typically constructed using either a reductionist approach or holistic approach. The reductionist approach relies on cultivation-based techniques, where microbes are isolated and cultured in the laboratory for study (<xref ref-type="bibr" rid="ref111">Vorholt et al., 2017</xref>; <xref ref-type="bibr" rid="ref92">Rodr&#x00ED;guez Amor and Dal Bello, 2019</xref>; <xref ref-type="bibr" rid="ref65">Liu et al., 2019</xref>; <xref ref-type="bibr" rid="ref114">Xia et al., 2020</xref>). In contrast, the holistic approach assembles SynComs based on key microbial interactions observed in natural environment using culture-independent techniques like high-throughput sequencing (<xref ref-type="bibr" rid="ref115">Zegeye et al., 2019</xref>; <xref ref-type="bibr" rid="ref40">Gon&#x00E7;alves et al., 2023</xref>) However, both approaches have limitations. The reductionist approach often excludes key uncultivable microbes or assembles strains that do not originate from the rhizosphere microbiome, and therefore have genotypic and functional differences compared to microbes naturally present in rhizosphere soil (<xref ref-type="bibr" rid="ref65">Liu et al., 2019</xref>). In contrast, the holistic approach relies heavily on genome sequencing, fails to differentiate between active or inactive bacteria&#x2014;potentially leading to inaccurate diversity estimates&#x2014;and assumes that the presence of genomic signatures directly correlates with functional activity (<xref ref-type="bibr" rid="ref44">Gupta et al., 2021</xref>; <xref ref-type="bibr" rid="ref47">Gutleben et al., 2018</xref>). These limitations highlight the need for an integrative strategy to construct SynComs that better mimic natural microbe-microbe and microbe-plant interactions (<xref ref-type="bibr" rid="ref21">Chodkowski and Shade, 2017</xref>; <xref ref-type="bibr" rid="ref70">McCarty and Ledesma-Amaro, 2019</xref>).</p>
<p>For broader applicability, it is desirable that a SynCom is stable (with robust colonization and prevalence throughout plant development), effective (able to confer beneficial traits to plants), and reproducible (yield consistent results across laboratory experiments). However, the successful assembly of such SynComs has been limited to a handful of prior reports (<xref ref-type="bibr" rid="ref101">Shayanthan et al., 2022</xref>; <xref ref-type="bibr" rid="ref70">McCarty and Ledesma-Amaro, 2019</xref>). In addition, only a few studies (<xref ref-type="bibr" rid="ref94">Sanchez-Gorostiaga et al., 2018</xref>; <xref ref-type="bibr" rid="ref107">Toju et al., 2020</xref>; <xref ref-type="bibr" rid="ref53">Kabir et al., 2024</xref>) have demonstrated the persistence of introduced SynCom members in the rhizosphere, highlighting a critical gap in understanding their long-term functionality. Also, there is a growing interest in exploring the ability of rhizosphere microbiomes to alleviate drought stress in host plants observeable through declining crop production (<xref ref-type="bibr" rid="ref78">Orimoloye, 2022</xref>; <xref ref-type="bibr" rid="ref108">Tp, 2023</xref>; <xref ref-type="bibr" rid="ref98">Seleiman et al., 2021</xref>). Similarly, poor agricultural practices like high-salinity irrigation is leading to salt stress, further intensifying crop yield losses (<xref ref-type="bibr" rid="ref8">Atta et al., 2023</xref>). As a result, developing effective and stable SynComs&#x2014;particularly those that enhance plant resilience under these stress conditions has emerged as a key focus in recent research. Syncoms offer a natural and sustainable alternative to over-reliance on chemical fertilizers for improving crop productivity (<xref ref-type="bibr" rid="ref101">Shayanthan et al., 2022</xref>; <xref ref-type="bibr" rid="ref49">Hao et al., 2021</xref>), though they have been addressed in only a limited number of studies (<xref ref-type="bibr" rid="ref97">Schmitz et al., 2022</xref>; <xref ref-type="bibr" rid="ref35">Flores-Duarte et al., 2023</xref>).</p>
<p>In this study, we hypothesize that a carefully designed and assembled SynCom, derived from the naturally grown <italic>Brachypodium</italic> rhizobiome, can enhance and support plant growth during environmental stress of drought and increased salinity. Using a combinatorial approach, we integrated culture-independent rhizobiome community analysis with network analysis to uncover critical microbe-microbe interactions. We then used culture-dependent methods to isolate key highlighted microbial strains, ultimately constructing a 15-member SynCom. We tested the stability and effectiveness of this SynCom. Genomic and phenotypic characterization of individual strains confirmed presence of plant-growth-promoting traits, and the SynCom&#x2019;s persistence was demonstrated when grown in planta. To further evaluate its effectiveness, we amended <italic>Brachypodium</italic> seedlings with the SynCom and subjected them to salinity and drought stresses. Using 16S amplicon sequencing, whole genome sequencing, assays for plant-growth-promoting traits, and plant phenotyping, we investigated correlations between plant phenotypes, SynCom abundance, and the SynCom&#x2019;s beneficial effects under these stress conditions. Finally, we examined the spatial distribution of SynCom strains on roots to determine whether they preferentially colonize specific root niches, providing insights into plant-microbe interactions under stress.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<title>Materials and methods</title>
<sec id="sec3">
<title>Microbial isolation and identification</title>
<p>The 15-member SynCom was created using results from two interconnected experiments. In the first study (<xref ref-type="bibr" rid="ref2">Acharya et al., 2023b</xref>), the microbe recruitment along the root surface was studied in young <italic>Brachypodium</italic> plants grown in natural soil. In the subsequent study (<xref ref-type="bibr" rid="ref20">Chen et al., 2024</xref>), over 750 stable reduced community consortia (RCC) were enriched by growing root-attached microbes from the previous study over either 3 or 7&#x202F;days in media with carbon substrates generally present in <italic>Brachypodium</italic> root exudates. In this study, based on high species diversity as denoted by the richness and Shannon diversity index, enrichments grown on two media, i.e., 0.1X R2A (BD Diagnostics), and RCH2 minimal media (<xref ref-type="bibr" rid="ref18">Chakraborty et al., 2017</xref>) supplemented with carbon sources (either Glutamine or mixed carbon), were used to isolate colonies on the corresponding agar media plates by incubating the plates at 30&#x00B0;C in the dark for 7&#x202F;days. Morphologically distinct colonies were picked and streaked for further purification. For species identification of the isolates, genomic DNA extracted using a PureLink Genomic DNA Mini Kit (Invitrogen, United States), was amplified using the universal 16S rRNA eubacterial primer pairs, i.e., 8F/27F and 1492R. DNA sequencing was carried out at the UC Berkeley DNA Sequencing Facility. Geneious Prime v2020.2.5 was used to process the 16S reads and the resulting consensus sequences were taxonomically classified using the SILVA database (<xref ref-type="bibr" rid="ref46">Gurevich et al., 2013</xref>).</p>
</sec>
<sec id="sec4">
<title>Genomic analysis of individual isolates</title>
<p>The whole genome sequencing was performed at Novogene (Illumina Novaseq 6,000 platform). Genome assembly and annotation were performed using the KBase platform (<xref ref-type="bibr" rid="ref7">Arkin et al., 2018</xref>). Raw reads quality was assessed with FastQC v0.11.9, followed by trimming using Trimmomatic v0.36 (<xref ref-type="bibr" rid="ref13">Bolger et al., 2014</xref>). The reads were then assembled using Spades v3.15.3 (<xref ref-type="bibr" rid="ref88">Prjibelski et al., 2020</xref>) and the genome quality was evaluated using CheckM v1.0.18 (<xref ref-type="bibr" rid="ref81">Parks et al., 2015</xref>). DRAM v0.1.2 (<xref ref-type="bibr" rid="ref99">Shaffer et al., 2020</xref>) and Blastkoala (<xref ref-type="bibr" rid="ref56">Kanehisa et al., 2016</xref>) were used to assign KEGG orthology (KO) numbers and functional annotation to the protein-coding genes and KEGG mapper (<xref ref-type="bibr" rid="ref55">Kanehisa and Sato, 2020</xref>) was used to visualize metabolic pathways. Annotations from the metabolic assembly output files obtained from DRAM and KEGG were used to search for specific properties or genes such as PGP traits, transporters, and osmoprotectant-related genes. For the taxonomic classification, a concatenated alignment of 120 single-copy marker proteins was created using the GTDB-tk workflow (<xref ref-type="bibr" rid="ref80">Parks et al., 2022</xref>; <xref ref-type="bibr" rid="ref19">Chaumeil et al., 2022</xref>). Subsequently, 4&#x2013;5 representative sequences closest to the SynCom strains were selected and aligned using clustalo (<xref ref-type="bibr" rid="ref103">Sievers et al., 2011</xref>). This was followed by the tree construction with FastTree (<xref ref-type="bibr" rid="ref87">Price et al., 2009</xref>) and visualization using iTOL (<xref ref-type="bibr" rid="ref61">Letunic and Bork, 2007</xref>).</p>
</sec>
<sec id="sec5">
<title>Testing persistence of SynCom members under <italic>in vitro</italic> conditions</title>
<p>We evaluated <italic>in vitro</italic> stability of the 15-member SynCom by tracking changes in the relative abundances of the strains over a three-week period. For this, we cultured 5&#x202F;mL of the inoculum, containing equal cell numbers (4&#x00D7;10<sup>7</sup> cells) of each SynCom member, in 45&#x202F;mL of 0.2X MS (Murashige and Skoog) media (M0404, Sigma Aldrich, United States). The mixture was incubated in a plant growth chamber with conditions set at 16-h light, 24&#x00B0;C temperature, and 50% humidity. At the end of each week, 5&#x202F;mL of the culture was transferred to 45&#x202F;mL of fresh 0.2X MS media, and 5&#x202F;mL of the culture was sampled for 16S rRNA community analysis.</p>
</sec>
<sec id="sec6">
<title>Seed germination and preparation of inoculum for in planta experiments</title>
<p>Approximately 150 <italic>Brachypodium distachyon</italic> (Bd 21&#x2013;3) seeds were dehusked and sterilized by following the procedures as described in the protocol (<xref ref-type="bibr" rid="ref74">Novak et al., 2024</xref>). Seeds were immersed in 70% ethanol for 30&#x202F;s, 50% bleach for 5&#x202F;min, and then washed five times with autoclaved MQ water. The sterilized seeds were stored in sterile water at 4&#x00B0;C in the dark for 1&#x202F;week. Subsequently, the seeds were germinated on semisolid plates containing 0.5X MS media with 0.4% w/v phytagel and placed in a plant growth chamber (Percival Scientific AR-41&#x202F;L3, United States) set to 16&#x202F;h of light, 24&#x00B0;C temperature, and 50% humidity for 3&#x2013;5&#x202F;days (<xref ref-type="bibr" rid="ref52">Ingram et al., 2012</xref>; <xref ref-type="bibr" rid="ref63">Li et al., 2019</xref>). For potting, sterilized plastic pots (3.9&#x201D;D x 3.94&#x201D; W x 3.15&#x201D; H, Manufacturer: MiMiLai) lined with coffee filters and filled with autoclaved calcined clay (PROFILE Products LLC, United States) were used. The clay was saturated with 0.2X MS media before transplanting one seedling per pot. The weight of each pot, once filled with clay and plants and watered to clay saturation, was recorded as the saturation weight.</p>
<p>Individual SynCom isolates were cultivated in R2A media for 24&#x2013;72&#x202F;h until they reached log phase (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S8</xref>). After cultivation, the isolates were checked for purity, washed three times, and resuspended in a 30&#x202F;mM phosphate buffer. For each isolate suspension, cells were stained with the nucleic acid stain SYBR green and counted using a flow cytometer (AttuneNxT&#x00AE;, ThermoFisher Scientific) following the manufacturer&#x2019;s instructions. Suspensions for individual isolates were adjusted to equal cell numbers, specifically 4.1 &#x00D7; 10<sup>7</sup> cells, for the final inoculum used in subsequent <italic>in planta</italic> experiments.</p>
</sec>
<sec id="sec7">
<title>Assessing the performance of SynCom under drought and salinity stress</title>
<p>This experiment comprised three conditions: Drought, Rewatered drought, and Salinity, to reflect natural environmental stresses. Each condition included two experimental sets; (1) SynCom-amended plants where 1&#x202F;mL of 30&#x202F;mM phosphate buffer containing equal cell numbers of each SynCom strain were inoculated at the base of plant shoot 3&#x202F;days before inducing stress conditions, and (2) unamended plants where 1&#x202F;mL of 30&#x202F;mM phosphate buffer was inoculated at the base of plant shoot 3&#x202F;days before inducing stress conditions. Each experimental set contained 7 plant replicates. After transplanting seedlings into pots, they were watered with 0.2X MS media to maintain 80% saturation weight for 4&#x202F;days, after which they were inoculated with either SynCom or buffer, as explained earlier.</p>
<p>In addition to the three stress conditions, there was a control set with both SynCom-amended and unamended plants, maintained at 80% saturation weight by watering with 0.2X MS media. Stress induction began 3&#x202F;days after SynCom inoculation. The &#x2018;Drought&#x2019; condition involved maintaining plants at 40% saturation weight (<xref ref-type="bibr" rid="ref39">Gombos et al., 2023</xref>) by watering with 0.2X MS media until they were harvested 21&#x202F;days after stress induction. The &#x2018;Rewatered drought&#x2019; condition involved 14&#x202F;days of drought treatment, followed by restoring saturation weight to 80% for the last week before harvest. The &#x2018;Salinity&#x2019; condition involved watering the plants at 80% saturation weight with 0.2X MS media containing 60&#x202F;mM NaCl. All these plants were incubated in a plant growth chamber (Percival Scientific AR-41&#x202F;L3, United States) set to 16&#x202F;h of light, 24&#x00B0;C temperature, and 50% humidity. After 3&#x202F;weeks of stress induction, plants were harvested by gently removing them from the pots for phenotypic measurements, including shoot wet weight, root length, leaf count, and shoot length (longest leaf). In addition, root tip and root base samples were aseptically harvested as 2&#x202F;cm cuttings and suspended in 5&#x202F;mL of 5&#x202F;mM sodium pyrophosphate + 30&#x202F;mM phosphate buffer. The sample was sonicated for 10&#x202F;min and subsequently left on a benchtop for 5&#x202F;min to allow soil particles to settle down. The supernatant was pipetted out and pelleted to collect microbial cells. DNA extracted from these samples were sent to Novogene, United States, for amplicon sequencing. Quantitative Insights Into Microbial Ecology (QIIME2; <xref ref-type="bibr" rid="ref14">Bolyen et al., 2019</xref>) was used to process 16S rRNA amplicon data. Within QIIME2, DADA2 was employed for quality filtering, chimera checking, and paired-end read joining. The resulting sequences were trimmed to obtain V4 region (515F-806R), and taxonomic classification was performed using the SILVA database (<xref ref-type="bibr" rid="ref91">Quast et al., 2013</xref>).</p>
</sec>
<sec id="sec8">
<title>Assay for plant growth promoting traits in the SynCom strains</title>
<p>Indole-3-Acetic Acid (IAA) assay: The protocol for IAA assay was adapted from <xref ref-type="bibr" rid="ref37">Gilbert et al. (2018)</xref>. Briefly, the isolates were cultured in 5&#x202F;mL R2A media, with and without 0.5&#x202F;mg/mL&#x202F;L-tryptophan, for 3&#x202F;days at 30&#x00B0;C. Following incubation, cultures were centrifuged at 14,000 rpm for 5&#x202F;min, and 100&#x202F;&#x03BC;L supernatant was transferred to a 96-well microplate. Subsequently, 200&#x202F;&#x03BC;L of Salkowski reagent (2% of 0.5&#x202F;M FeCl<sub>3</sub> in a 35% HClO<sub>4</sub> solution) was added to each well. IAA standards (0&#x2013;10&#x202F;&#x03BC;g/mL) were also prepared simultaneously. The microplate was incubated in the dark for 30&#x202F;min, and absorbance values at OD<sub>530</sub> was recorded to quantify IAA production using the standard curve.</p>
<p>ACC-deaminase activity: The method for measuring 1-Aminocyclopropane-1-carboxylate (ACC) deaminase production in bacterial isolates was adapted from the colorimetric ninhydrin assay described by <xref ref-type="bibr" rid="ref62">Li et al. (2011)</xref>. Briefly, SynCom isolates were cultivated in 2&#x202F;mL of DF salinity minimum media supplemented with 3&#x202F;mM ACC for 24&#x202F;h. Following incubation, 1&#x202F;mL of the culture was centrifuged at 8,000 x g for 5&#x202F;min. Subsequently, 100&#x202F;&#x03BC;L of the resulting supernatant was diluted tenfold, and the ninhydrin assay, with ACC standards ranging from 0.5&#x202F;mM to 0.005&#x202F;mM, was used to quantify bacterial ACC consumption.</p>
<p>Phytate solubilization assay: Isolates were inoculated into 3&#x202F;mL of filter-sterilized phytase-specific medium (PSM; <xref ref-type="bibr" rid="ref51">Hosseinkhani and Hosseinkhani, 2009</xref>) supplemented with 0.5&#x202F;mM of Sodium phytate (Fisher Scientific). The cultures were then incubated for 48&#x202F;h at 30&#x00B0;C in a shaker incubator set at 80&#x202F;rpm. Following incubation, the OD<sub>600</sub> was measured, and the cultures were centrifuged at 10,000 rpm for 15&#x202F;min. The resulting supernatant was retained for a colorimetric assay using the QuantiChrom&#x2122; Phosphate Assay Kit (BioAssay Systems, CA, United States). Absorbance was measured at 620&#x202F;nm and compared against the provided phosphate standards included with the Phosphate Assay Kit.</p>
<p>Siderophore production assay: The capability of siderophore production by the isolates was assessed using the CAS overlaying medium assay (<xref ref-type="bibr" rid="ref1">Acharya et al., 2023a</xref>; <xref ref-type="bibr" rid="ref68">Louden et al., 2011</xref>; <xref ref-type="bibr" rid="ref83">P&#x00E9;rez-Miranda et al., 2007</xref>). Briefly, each isolate was cultured on R2A agar plates at 30&#x00B0;C for 3&#x202F;days. Subsequently, blue CAS medium with 0.9% agar was overlaid onto the plates. The plates were then further incubated in the same conditions and monitored for color changes over an additional 4&#x202F;days. The presence of a yellow halo surrounding colonies indicated positive siderophore production. As a positive control, <italic>Burkholderia</italic> sp. PA-E8, a known siderophore producer isolated at our laboratory, was included (<xref ref-type="bibr" rid="ref22">Darling et al., 1998</xref>; <xref ref-type="bibr" rid="ref77">Ong et al., 2016</xref>).</p>
<p>Biofilm formation assay: The crystal violet assay for quantifying biofilm formation was adapted from <xref ref-type="bibr" rid="ref48">Haney et al. (2021)</xref>. Briefly, each isolate was grown in R2A media, washed, and resuspended in a 30&#x202F;mM phosphate buffer to a final OD<sub>600</sub> of 0.2. The cultures were inoculated into 96-well microtiter plates containing 180&#x202F;&#x03BC;L of 0.2X MS media, at a 1:10 (v/v) ratio to achieve a final volume of 200&#x202F;&#x03BC;L (initial OD<sub>600</sub> of 0.02). The plates were incubated statically at 30&#x00B0;C for 3&#x202F;days. Post incubation, the liquid fraction was removed by inverting the plates, and each well was washed three times with MilliQ water and air-dried. Subsequently, 100&#x202F;&#x03BC;L of a 0.1% crystal violet solution (0.1% v/v crystal violet, 1% v/v methanol, and 1% v/v isopropanol in MilliQ water) was added to each well, followed by a 30-min incubation at room temperature. After discarding the staining solution, wells were rinsed three times with MilliQ water. Biofilms were destained with 100&#x202F;&#x03BC;L of a 30% acetic acid solution and incubated at room temperature for 30&#x202F;min. OD<sub>595</sub> of the destaining solution was measured for biofilm quantification.</p>
<p>Gibberellin (GA) assay: The protocol for gibberellin quantification was adapted from <xref ref-type="bibr" rid="ref41">Graham and Henderson (1961)</xref>. Briefly, microbial isolates were cultured in R2A broth at 30&#x00B0;C for 48&#x202F;h until they reached late-log phase. Cultures were centrifuged at 8,000&#x202F;rpm for 5&#x202F;min, and the supernatant was acidified to pH 1.5&#x2013;2.0 using HCl. An equal volume of ethyl acetate was added, mixed thoroughly, and allowed to separate into organic and aqueous layers. The upper ethyl acetate layer, containing gibberellins, was collected and extracted twice. Combined extracts were vortexed to homogenize, and 50&#x202F;&#x03BC;L was mixed with 750&#x202F;&#x03BC;L phosphomolybdic acid reagent in 2&#x202F;mL tubes. Samples were incubated in a boiling water bath for 1&#x202F;h, cooled to room temperature, and 200&#x202F;&#x03BC;L was transferred to a 96-well microplate for absorbance measurement at 780&#x202F;nm. Gibberellin concentrations were determined using a standard curve prepared from 0 to 10 mg/mL gibberellic acid in absolute alcohol, processed alongside samples.</p>
<p>Acid and Alkaline Phosphatase assay: The protocol for assessing acid and alkaline phosphatase activity was adapted from <xref ref-type="bibr" rid="ref104">Sinsabaugh (2001)</xref> and <xref ref-type="bibr" rid="ref6">Allison (2007)</xref>. Microbial isolates were cultivated in phytate minimal medium at 30&#x00B0;C until reaching mid-log phase. Cultures were then subjected to OD600 measurements and centrifuged at 8,000&#x202F;rpm for 5&#x202F;min. The supernatant was discarded, and the cell pellets were washed three times with, and subsequently resuspended in, 50&#x202F;mM boric buffer (pH 9) for alkaline phosphatase assays or 50&#x202F;mM acetate buffer (pH 5) for acid phosphatase assays. For each assay, 750&#x202F;&#x03BC;L of the cell suspension was mixed with 750&#x202F;&#x03BC;L of 5&#x202F;mM p-nitrophenyl phosphate (pNPP) prepared in the corresponding buffer. A substrate control was prepared by combining 750&#x202F;&#x03BC;L of 5&#x202F;mM pNPP with 750&#x202F;&#x03BC;L of buffer alone. All reactions, including isolate samples and controls, were incubated at room temperature for 45&#x202F;min. Following incubation, samples were centrifuged at 10,000 rpm for 1&#x2013;2&#x202F;min. A 750&#x202F;&#x03BC;L aliquot of the resulting supernatant was transferred to a fresh tube, and 75&#x202F;&#x03BC;L of 1.0&#x202F;M NaOH was added to terminate the reaction and facilitate color development. A 300&#x202F;&#x03BC;L portion of this solution was then transferred to a 96-well microplate, and absorbance was measured at 410&#x202F;nm. Phosphatase activity was quantified by comparing absorbance values to a standard curve of p-nitrophenol prepared in the corresponding buffer.</p>
<p>Carbon source utilization assay: Each isolate&#x2019;s growth was assessed on 18 <italic>Brachypodium</italic> root-exudate carbon sources that are significantly enriched during drought stress (<xref ref-type="bibr" rid="ref105">Skalska et al., 2021</xref>; <xref ref-type="bibr" rid="ref34">Fisher et al., 2016</xref>; <xref ref-type="bibr" rid="ref4">Ahkami et al., 2019</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>). Cultures were incubated aerobically in 0.2&#x202F;&#x00D7;&#x202F;MS medium supplemented with 5&#x202F;mM of each carbon source at 30&#x00B0;C in the dark, with shaking, in biological triplicate. Cell density (OD600) was recorded at 0, 24, 48, 92, 120, 144, and 168&#x202F;h. The growth was considered positive when the OD600 increased by more than 0.07 relative to the 0-h measurement.</p>
</sec>
<sec id="sec9">
<title>Statistical analyses</title>
<p>Network analysis and SynCom member interactions: To understand the interspecies interactions from 0.1X R2A enrichments which have the highest diversity and most isolates, the top 50 most abundant ASVs among the core ASVs (present in &#x003E;75% samples from the 4 generations) from this enrichment were selected. Their abundance matrix across all samples was analyzed using &#x201C;NetCoMi&#x201D; package (<xref ref-type="bibr" rid="ref84">Peschel et al., 2021</xref>) in R. Pearson correlation coefficients greater than 0.3 and Student&#x2019;s t-test results with p-values less than 0.05 were used to generate a sparse matrix for the network analysis. In the correlation network, each node represents an individual ASV, with different colors representing the corresponding modules. The edges connecting the nodes indicate a strong and significant correlation between the ASVs. The clustering in this network was used to group ASVs into modules that are densely interconnected internally but have sparse connections with other modules.</p>
<p>SynCom strain abundances in the rhizosphere under drought and salinity stress: To identify the changes in individual SynCom member&#x2019;s abundances under stress, natural log fold differences between the control versus drought, rewatered drought, and salinity conditions were assessed using Analysis of Compositions of Microbiomes with Bias Correction (R package &#x201C;ANCOMBC&#x201D;; <xref ref-type="bibr" rid="ref64">Lin and Peddada, 2020</xref>; <xref ref-type="bibr" rid="ref69">Martins et al., 2023</xref>). False discovery rates were controlled using the Benjamini-Hochberg method.</p>
<p>Rhizosphere functional redundancy of SynCom members in stress conditions: To test whether the plants under stress modulate rhizosphere microbiome toward similar functions, functional redundancy (FR) across different environments (<xref ref-type="bibr" rid="ref23">de Bello et al., 2021</xref>) estimated and compared using the R package &#x201C;SYNCSA&#x201D; (<xref ref-type="bibr" rid="ref26">Debastiani and Pillar, 2012</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="sec10">
<title>Results</title>
<sec id="sec11">
<title>Selection of isolates to construct a 15-member SynCom</title>
<p>In our previous research, we had developed a number of reduced-complexity microbial enrichments from the rhizosphere of <italic>Brachypodium distachyon</italic> (<xref ref-type="bibr" rid="ref20">Chen et al., 2024</xref>). We isolated 175 bacterial strains from those enrichments, which we classified by their 16S rRNA genes using the SILVA database (<xref ref-type="bibr" rid="ref89">Pruesse et al., 2012</xref>). These isolates represented six phyla: Alphaproteobacteria (15), Gammaproteobacteria (124), Actinobacteria (15), Firmicutes (13), Bacteroidetes (7), and Acidobacteria (1).</p>
<p>Out of those isolates, we downselected 15 isolates that showed a 100% match in their 16S rRNA gene sequences with both top abundant ASVs from these enrichments (<xref ref-type="bibr" rid="ref20">Chen et al., 2024</xref>) and with sequences from their rhizosphere origins (<xref ref-type="bibr" rid="ref2">Acharya et al., 2023b</xref>). To build a SynCom that is truly representative of the <italic>Brachypodium</italic> rhizosphere microbiome, we considered the following criteria: (1) relative abundance of different microbial taxa within the enrichments, (2) representation of phylogenetic diversity among the most abundant microbes, and (3) network interactions among the taxa. Together, the ASVs corresponding to these 15 isolates made up 79.93% of the total reads in the enrichments. We also conducted network analyses on the top 50 ASVs to identify key interactions, which revealed six distinct modules (<xref ref-type="fig" rid="fig1">Figure 1</xref>) and a total of 38 positive and 17 negative correlations&#x2014;24 positive and 9 negative of which occurred among our SynCom members. For the ASVs that matched with selected isolates, six were in Module 1, five in Module 3, three in Module 4, and two each in Modules 5 and 6, which cover most network modules. Some isolates, like <italic>Mesorhizobium</italic> sp. RCC-202 (degree&#x202F;=&#x202F;8) and <italic>Leifsonia</italic> sp. RCC-180 (degree&#x202F;=&#x202F;5), showed high network degrees (number of significant correlations connecting to the node), suggesting they play important roles in maintaining network structure. All but one strain, <italic>Bosea</italic> sp. RCC-152.1, had positive connections with at least one other strain across different modules. Informed by all these different analyses, we assembled a SynCom with these 15 isolates that represent taxonomically diverse 5 distinct bacterial phyla (Proteobacteria, Bacteroidota, Acidobacteriota, Actinobacteriota and Firmicutes; <xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Association networks calculated using the 50 most abundant bacterial ASVs from 0.1X R2A enrichments. The abundance matrices from all samples were loaded into R to construct and visualize the network using the &#x201C;NetCoMi&#x201D; package. Networks were generated using the fast greedy clustering algorithm with a Pearson correlation coefficient threshold of&#x202F;&#x00B1;&#x202F;0.3, and a t-test (&#x003C; 0.05) for sparse matrix generation. Eigenvector centrality is used for defining hubs and scaling node sizes. Positive correlations are displayed in green and negative in red. Shape color represents species clusters that are more likely to co-occur with one another than with species outside these modules. Hubs are highlighted in red with corresponding taxon names, whereas SynCom isolates have bolded and italicized names.</p>
</caption>
<graphic xlink:href="fmicb-16-1649750-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Network diagram showing estimated correlations between various bacterial species, represented as nodes colored by module groups (yellow, purple, blue, red, green, aqua). Green lines indicate positive correlations, while red lines indicate negative correlations. Notable species include Mesorhizobium sp. RCC-202 in red, highlighted alongside Module 4. The thickness of the lines represents the strength of the correlation.</alt-text>
</graphic>
</fig>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>A phylogenomic tree for 15 SynCom isolates was constructed using multiple sequence alignment (MSA) from the concatenation of 120 marker proteins obtained via GTDB-tk workflow. The tree was visualized and edited using iTOL. To create the tree, 2&#x2013;5 genomes closest to the SynCom isolates were included, with Genbank accession numbers in parentheses. The 15 SynCom members are highlighted in bold red. Phylum-level taxonomy for each genome is indicated on the right side of the tree. Bootstrap values (from 100 replicates) are displayed for nodes over 40 bootstrap supports. <italic>Chloroflexus auranticus</italic> was used as an outgroup to root the tree.</p>
</caption>
<graphic xlink:href="fmicb-16-1649750-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Phylogenetic tree showing relationships among various bacterial species, categorized into phyla Proteobacteria, Acidobacteria, Bacteroidota, Firmicutes, and Actinobacteriota. Branch lengths represent evolutionary distances. Bootstrap values indicate branch support. Notable species include Paraburkholderia, Caballeronia, Lutibacter, Enterobacter, with some highlighted in red, suggesting special interest or significance.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec12">
<title>Genomes of SynCom isolates encode multiple PGP traits</title>
<p>Genomic analysis of nearly complete genomes for all 15 isolates showed that they exhibited a wide range of genome sizes (3.7 Mbp&#x202F;&#x2212;&#x202F;8 Mbp), GC content (35&#x2013;69%), and numbers of genes (3343&#x2013;7,740). The key general genome features of the SynCom isolates are outlined in Table S1. Most SynCom isolates encoded either a complete set of genes or the essential genes involved in pathways known to be associated with PGP traits (<xref ref-type="bibr" rid="ref76">Olanrewaju et al., 2021</xref>; <xref ref-type="bibr" rid="ref15">Bruto et al., 2014</xref>; <xref ref-type="bibr" rid="ref45">Gupta et al., 2014</xref>; <xref ref-type="bibr" rid="ref12">Bhattacharyya and Jha, 2012</xref>), potentially contributing to overall plant growth (<xref ref-type="table" rid="tab1">Table 1</xref>). Some of the important PGP traits encoded in the genomes of multiple isolates included 1-aminocyclopropane-1-carboxylate (ACC) deaminase production (9 isolates), Indole-3-acetic acid (IAA) for auxin synthesis (2 isolates), synthesis of antimicrobial compound, i.e., gamma-aminobutyric acid (GABA; 12 isolates), genes associated with plant hormones like amidases (13 isolates), synthesis of volatile organic compounds (VOCs) i.e., 2,3 butanediol and acetoin (14 isolates), trehalose synthesis (13 isolates) siderophore production or transportation (11 isolates), and EPS production (15 isolates; <xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Plant growth promoting (PGP) traits genes encoded in genomes of SynCom isolates: the table categorizes genes according to their general Plant Growth Promoting Rhizobacteria (PGPR) functions (Column A), specific pathways (Column B), and the presence of these genes in the syncom member genomes (Column C).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Overall function as PGPR</th>
<th align="left" valign="top">Specific functions</th>
<th align="left" valign="top">Genes</th>
<th align="center" valign="middle"><italic>Caballeronia</italic> sp. RCC-10</th>
<th align="center" valign="middle"><italic>Chitinophaga</italic> sp. RCC-12</th>
<th align="center" valign="middle"><italic>MA-N2</italic> sp. RCC-150</th>
<th align="center" valign="middle"><italic>Paraburkholderia</italic> sp. RCC-158</th>
<th align="center" valign="middle"><italic>Rhizobium</italic> sp. RCC-161.2</th>
<th align="center" valign="middle"><italic>Mucilaginibacter</italic> sp. RCC-168</th>
<th align="center" valign="middle"><italic>Leifsonia</italic> sp. RCC-180</th>
<th align="center" valign="middle"><italic>Terriglobus</italic> sp. RCC-193</th>
<th align="center" valign="middle"><italic>Mesorhizobium</italic> sp. RCC-202</th>
<th align="center" valign="middle"><italic>Variovorax</italic> sp. RCC-210</th>
<th align="center" valign="middle"><italic>Arthrobacter</italic> sp. RCC-34</th>
<th align="center" valign="middle"><italic>Enterobacter</italic> sp. RCC-40</th>
<th align="center" valign="middle"><italic>Luteibacter</italic> sp. RCC-6.2</th>
<th align="center" valign="middle"><italic>Bosea</italic> sp. RCC-152.1</th>
<th align="center" valign="middle"><italic>Bacillus</italic> sp. RCC-6.1</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="6">Plant hormones</td>
<td align="left" valign="middle">Auxin</td>
<td align="left" valign="bottom">Auxin/IAA synthseis/ Indole-3-Butyric Acid (IBA is precursor for IAA)<break/><italic>ipdC(4.1.1.74)/ppdC</italic> (indole-3-pyruvate decarboxylase/phenylpyruvate decarboxylase gene)</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
</tr>
<tr>
<td align="left" valign="middle">Amidase</td>
<td align="left" valign="bottom">Amidase (<italic>amiE</italic>; K01426) [EC:3.5.1.4]</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
</tr>
<tr>
<td align="left" valign="middle">Tryptophan</td>
<td align="left" valign="bottom">Tryptophan 2-monooxygenase (<italic>iaaM</italic>; K00466) [EC:1.13.12.3]</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Gibberllins</td>
<td align="left" valign="bottom">Geranylgeranyl diphosphate synthase (<italic>ggps</italic>) [EC:2.5.1.1]</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
</tr>
<tr>
<td align="left" valign="bottom">Diterpene synthases/cyclases (<italic>cps/ks</italic>) and Cytochrome P450 monooxygenases (cyp112/cyp114/cyp117)</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
</tr>
<tr>
<td align="left" valign="middle">Putresciene</td>
<td align="left" valign="bottom">Ornithine decarboxylase [EC:4.1.1.17] for putresciene synthesis</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="8">Stress response</td>
<td align="left" valign="middle" rowspan="3">&#x03B3;-aminobutyric acid (GABA) production</td>
<td align="left" valign="bottom">glutamate decarboxylase gadA/B</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
</tr>
<tr>
<td align="left" valign="bottom">glutamate: GABA antiporter (gadC)</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
</tr>
<tr>
<td align="left" valign="bottom">&#x03B3;-aminobutyric acid (GABA) gene <italic>gabD</italic> K00135<break/>Succinate-semialdehyde dehydrogenase / glutarate-semialdehyde dehydrogenase</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
</tr>
<tr>
<td align="left" valign="bottom">Ubiquinone biosynthesis</td>
<td align="left" valign="bottom">ubiB</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
</tr>
<tr>
<td align="left" valign="bottom">Leucine catabolism</td>
<td align="left" valign="bottom">2-oxoisovalerate dehydrogenase [EC:1.2.4.4]</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
</tr>
<tr>
<td align="left" valign="bottom">Quorum sensing</td>
<td align="left" valign="bottom"><italic>luxS EC 4.4.1.21 and lsrABCD both</italic></td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
</tr>
<tr>
<td align="left" valign="middle">Modulation of plant&#x2019;s ethylene level by Ethylene synthesis</td>
<td align="left" valign="bottom">ACC deaminases (1-aminocyclopropane-1-carboxylate deaminase [EC:3.5.99.7])<break/>Alternative enzyme ([EC:4.4.1.15] dcyD)</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
</tr>
<tr>
<td align="left" valign="bottom">Asparagine utlization</td>
<td align="left" valign="bottom">Glutamin-(asparagin-)ase <italic>(aspQ/ansAB)</italic>. 3.5.1.38</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">Yes</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
<td align="center" valign="bottom">No</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="7"/>
</tr>
<tr>
<td align="left" valign="middle" rowspan="4">H2S production</td>
<td align="left" valign="top"><italic>cysC K00860</italic></td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top"><italic>cysJ K00380</italic></td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"><italic>cysI K00381</italic></td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"><italic>cysN K00956</italic></td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Biofilm formation</td>
<td align="left" valign="top">lpx genes for for lipid A biosynthesis from KEGG</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top">Curli related proteins</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"><italic>pgaABCD poly-beta-1-6-N-acetylglucosamine synthesis protein</italic></td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="6">Volatile organic compounds (VOCs)</td>
<td align="left" valign="top" rowspan="6">2,3 butanediol and acetoin Synthesis</td>
<td align="left" valign="top">Acetolactate synthase I/III small subunit (K01653)</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">Acetolactate synthase I/II/III large subunit (K01652)</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">Threonine 3-dehydrogenase (K00060) [EC:1.1.1.103]</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">Acetolactate decarboxylase <italic>budA</italic> (K01575) [EC:4.1.1.5]</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">(R, R)-butanediol dehydrogenase / meso-butanediol dehydrogenase / diacetyl reductase <italic>budB</italic> (K00004) EC:1.1.1.4 1.1.1.- 1.1.1.303</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">Meso-butanediol dehydrogenase / (S, S)-butanediol dehydrogenase / diacetyl reductase <italic>budC</italic> (K18009) EC:1.1.1.304</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="5">Trehalose</td>
<td align="left" valign="top" rowspan="5">Trehalose Synthesis</td>
<td align="left" valign="top">Trehalose 6-phosphate phosphatase (o<italic>tsB</italic>; K01087) [EC:3.1.3.12]</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top">Trehalose 6-phosphate synthase/phosphatase (o<italic>tsA</italic>; K16055) [EC:2.4.1.15 3.1.3.12]</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top">Maltooligosyltrehalose trehalohydrolase (t<italic>reZ</italic>; K01236) [EC:3.2.1.141]</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top">(1-&#x202F;&#x003E;&#x202F;4)-alpha-D-glucan 1-alpha-D-glucosylmutase (t<italic>reY</italic>; K06044) [EC:5.4.99.15]</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top">Maltose alpha-D-glucosyltransferase/ alpha-amylase (<italic>treS</italic>; K05343) [EC:5.4.99.16 3.2.1.1]</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="13">Chemotaxis and motility</td>
<td align="left" valign="top" rowspan="12">Chemotaxis proteins</td>
<td align="left" valign="top">Chemotaxis protein MotA K02556</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">Chemotaxis protein MotB K02557</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">Sensor kinase CheA [EC:2.7.13.3]</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">Purine-binding chemotaxis protein CheW</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top">Chemotaxis protein CheY</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top">Methyl-accepting chemotaxis protein (Mcp) K03406</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">chemotaxis protein CheV K03415</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">Protein-glutamate methylesterase/glutaminase [EC:3.1.1.61 3.5.1.44] CheB</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top">Chemotaxis protein CheD [EC:3.5.1.44]</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top">Chemotaxis protein CheC K03410</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top">Chemotaxis protein CheZ K03414</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top">Chemotaxis protein methyltransferase CheR [EC:2.1.1.80]</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">Flagella</td>
<td align="left" valign="top">Flagellar proteins (fli and flg)</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="6">Mineral phosphate solubilization</td>
<td align="left" valign="top" rowspan="6">Pyrroloquinoline quinone-encoding genes</td>
<td align="left" valign="top">Quinoprotein glucose dehydrogenase (<italic>gdh</italic>; K00117) [EC:1.1.5.2]</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"><italic>pqqB</italic> (pyrroloquinoline quinone biosynthesis protein B)</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"><italic>pqqC</italic> [EC:1.3.3.11]</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top">pyrroloquinoline quinone biosynthesis protein D <italic>pqqD</italic></td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"><italic>pqqE</italic> (PqqA peptide cyclase [EC:1.21.98.4])<italic>, pqqF, pqqG, pqqA</italic></td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top">All three genes <italic>pstABC</italic> (phosphate transport system). K02038, K02036, K02037</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Siderophore to scavenge iron and other essential elements</td>
<td align="left" valign="top">Siderophore production</td>
<td align="left" valign="top"><italic>entB (K01252) [EC:3.3.2.1 6.3.2.14]</italic>
<break/>
<italic>entA (K00216) [EC:1.3.1.28]</italic>
<break/>
<italic>entD (K02362) [EC:6.3.2.14]</italic>
<break/>
<italic>entF (K02364) [EC:6.3.2.14 6.2.1.72]</italic>
<break/>
<italic>entE (K02363)[EC:6.3.2.14 6.2.1.71]</italic>
<break/>
<italic>entC isochorismate synthase (K02361) [EC:5.4.4.2]</italic></td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Siderophore transportation</td>
<td align="left" valign="top">siderophore transport protein TonB</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top">siderophore transport protein ExbD</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top">siderophore transport protein ExbB</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Organic phosphorus mineralization</td>
<td align="left" valign="top" rowspan="3">Phytate mineralization</td>
<td align="left" valign="top">Alkaline phosphatase D (<italic>phoD</italic>; K01113) [EC:3.1.3.1]</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top">Myo-inositol-hexakisphosphate 4-phosphohydrolase, 4-phytase (EC 3.1.3.26)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top">Protein tyrosine phosphatase [EC:3.1.3.48]</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">Exopolysaccharide (EPS) synthesis</td>
<td align="left" valign="top" rowspan="6">Rhizobial exopolysaccharide (EPS)</td>
<td align="left" valign="top">Exopolysaccharide production protein ExoY (K16566)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">Succinoglycan biosynthesis protein ExoA (K16557)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">Exopolysaccharide production protein ExoZ (K16568)</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">Succinoglycan biosynthesis protein ExoO (K16555), ExoU (K16564), ExoM (K16556), ExoL (K16558)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">Succinoglycan biosynthesis protein ExoW (K16562), ExoH (K16560), ExoV (K16563)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">Succinoglycan biosynthesis protein ExoQ</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">Vibrio polysachharide</td>
<td align="left" valign="top">Serine O-acetyltransferase [EC:2.3.1.30], cysE (K00640)</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Enterobacterial commom antigen pathway</td>
<td align="left" valign="top">UDP-GlcNAc:undecaprenyl-phosphate [EC:2.7.8.33], WecA (K02851)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">UDP-N-acetyl-D-mannosaminouronate [EC:2.4.1.180], WecG (K02852)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">dTDP-N-acetylfucosamine [EC:2.4.1.325], WecF (K12582)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Psl polysaccharide</td>
<td align="left" valign="top">Polysaccharide biosynthesis protein PslA (K20997)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">Polysaccharide biosynthesis protein PslC (K25205), PslI (K21002)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">Polysaccharide biosynthesis protein PslF (K20999)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">Polysaccharide biosynthesis protein PslH (K21001)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Poly-N-acetyl-glucosamine</td>
<td align="left" valign="top">Poly-beta-1,6-N-acetyl-D-glucosamine synthase, pgaC, icaA (K11936)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">Biofilm PGA synthesis protein PgaD (K11937)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top" rowspan="6">Colanic acid synthesis (Extracellular/LPS type)</td>
<td align="left" valign="top">Colanic acid biosynthesis glycosyltransferase WcaI (K03208)</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">Colanic acid biosynthesis acetyltransferase WcaF (K03818)</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">Colanic acid biosynthesis glycosyltransferase WcaE (K13683)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">Colanic acid biosynthesis glycosyltransferase WcaC (K13684), WcaB (K03819), WcaA (K25875)<break/>Undecaprenyl-phosphate glucose phosphotransferase WcaJ (K03606)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">Colanic acid biosynthesis glycosyltransferase WcaL (K16703)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">Colanic acid biosynthesis protein WcaK (K16710)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">EPS regulator genes for <italic>Pseudomonas putida</italic></td>
<td align="left" valign="top">surface adhesion protein lapA (K12549)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">Cellulose biosynthesis protein BcsQ (PF06564.15)</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
</tr>
<tr>
<td align="left" valign="top"/>
</tr>
<tr>
<td align="left" valign="top">alginate O-acetyltransferase complex protein AlgI (K19294)</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">No</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Genes found in the SynCom genomes are highlighted in green, while those that are absent are marked in red.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec13">
<title>SynCom strains express multiple PGP traits during phenotypic characterization</title>
<p>We tested eight PGP traits essential for plant&#x2019;s growth by conducting phenotypic assays. These include IAA production, ACC deaminase activity, phytate solubilization, siderophore production, biofilm formation, Gibberellin production, and Acid and Alkaline Phosphatase assay (<xref ref-type="table" rid="tab2">Table 2</xref>). Six SynCom isolates produced IAA in the presence of L-tryptophan, with concentrations ranging from 0.25 to 23&#x202F;&#x03BC;g/mL. The highest IAA levels (~23&#x202F;&#x03BC;g/mL) were observed in <italic>Enterobacter</italic> sp. RCC-40 and <italic>Mucilaginibacter</italic> sp. RCC-168. All SynCom isolates exhibited ACC deaminase activity, with nine strains degrading more than 50% of the supplied 3&#x202F;mM ACC. Siderophore production was detected in seven isolates, indicated by the formation of a yellow halo in the o-CAS assay (<xref ref-type="table" rid="tab2">Table 2</xref>). Ability to form biofilms, as assessed by crystal violet assay, was significant (<italic>p</italic>-value &#x003C; 0.05) by Student&#x2019;s t-test in nine isolates. All the isolates produced Gibberellins, with Bacillus sp. RCC-6.1 and Enterobacter sp. RCC-40 showing the highest levels. Five isolates, including <italic>Luteibacter</italic> sp. RCC-6.2, <italic>Terriglobus</italic> sp. RCC-193, <italic>Mucilaginibacter</italic> sp. RCC-168, <italic>Leifsonia</italic> sp. RCC-180, and <italic>Rhizobium</italic> sp. RCC-161.2, demonstrated phytate solubilization with phosphorus release in the range of 0.0003&#x2013;0.006&#x202F;mg/dL. Six isolates produced acid phosphatase, with Bosea sp. RCC-152.1 and Enterobacter sp. RCC-40 exhibited the highest activity (~600 uM), while the remaining isolates produced &#x003C;200 uM. Lastly, five isolates produced alkaline phosphatase, with Enterobacter sp. RCC-40 and Arthrobacter sp. RCC-34 displaying the highest concentrations (146&#x2013;375 uM; <xref ref-type="table" rid="tab2">Table 2</xref>). Notably, <italic>Mucilaginibacter</italic> sp. RCC-168 tested positive for all eight PGP traits. We also evaluated each strain&#x2019;s growth on 18 drought-enriched <italic>Brachypodium</italic> exudates (<xref ref-type="bibr" rid="ref105">Skalska et al., 2021</xref>; <xref ref-type="bibr" rid="ref34">Fisher et al., 2016</xref>; <xref ref-type="bibr" rid="ref4">Ahkami et al., 2019</xref>). Eleven of these compounds were metabolized by every isolate (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>). <italic>Paraburkholderia</italic> sp. RCC-158 grew on all 18 substrates and exhibited the most rapid growth as indicated by OD600 increase (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Results for the plant growth-promoting (PGP) traits assays in SynCom strains phenotypic characterization.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">SynCom isolates</th>
<th align="center" valign="top">IAA production (ug/ml)</th>
<th align="center" valign="top">ACC consumed (mM)</th>
<th align="center" valign="top">Phytate Solubilization (mg/dL)</th>
<th align="center" valign="top">Siderophore Production</th>
<th align="center" valign="top">Biofilm formation (OD595)</th>
<th align="center" valign="top">Gibberlin production (ug/ml)</th>
<th align="center" valign="top">Acid phosphatase concentration (uM)</th>
<th align="center" valign="top">Alkaline Phosphatase concentration (uM)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="bottom"><italic>Bosea</italic> sp. RCC-152.1</td>
<td/>
<td align="center" valign="bottom">2.25</td>
<td/>
<td align="center" valign="bottom"><bold>+</bold></td>
<td align="center" valign="bottom">0.282</td>
<td align="center" valign="bottom">74.614</td>
<td align="center" valign="bottom">616.554</td>
<td/>
</tr>
<tr>
<td align="left" valign="bottom"><italic>Luteibacter</italic> sp. RCC-6.2</td>
<td/>
<td align="center" valign="bottom">2.03</td>
<td align="center" valign="bottom">0.0003</td>
<td/>
<td align="center" valign="bottom">0.337</td>
<td align="center" valign="bottom">38.411</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="bottom"><italic>Bacillus</italic> sp. RCC-6.1</td>
<td/>
<td align="center" valign="bottom">2.01</td>
<td/>
<td align="center" valign="bottom"><bold>+</bold></td>
<td align="center" valign="bottom">0.269</td>
<td align="center" valign="bottom">101.545</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="bottom"><italic>Enterobacter</italic> sp. RCC-40</td>
<td align="center" valign="bottom">23.32</td>
<td align="center" valign="bottom">1.97</td>
<td/>
<td align="center" valign="bottom"><bold>+</bold></td>
<td align="center" valign="bottom">0.898</td>
<td align="center" valign="bottom">107.726</td>
<td align="center" valign="bottom">566.388</td>
<td align="center" valign="bottom">375.879</td>
</tr>
<tr>
<td align="left" valign="bottom"><italic>Paraburkholderia</italic> sp. RCC-158</td>
<td/>
<td align="center" valign="bottom">1.75</td>
<td/>
<td align="center" valign="bottom"><bold>+</bold></td>
<td/>
<td align="center" valign="bottom">65.784</td>
<td align="center" valign="bottom">196.436</td>
<td align="center" valign="bottom">58.133</td>
</tr>
<tr>
<td align="left" valign="bottom"><italic>Caballeronia</italic> sp. RCC-10</td>
<td/>
<td align="center" valign="bottom">1.72</td>
<td/>
<td/>
<td align="center" valign="bottom">0.359</td>
<td align="center" valign="bottom">56.512</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="bottom"><italic>Arthrobacter</italic> sp. RCC-34</td>
<td align="center" valign="bottom">8.30</td>
<td align="center" valign="bottom">1.64</td>
<td/>
<td/>
<td align="center" valign="bottom">0.736</td>
<td align="center" valign="bottom">68.874</td>
<td align="center" valign="bottom">15.036</td>
<td align="center" valign="bottom">146.804</td>
</tr>
<tr>
<td align="left" valign="bottom"><italic>Variovorax</italic> sp. RCC-210</td>
<td/>
<td align="center" valign="bottom">1.61</td>
<td/>
<td/>
<td align="center" valign="bottom">0.469</td>
<td align="center" valign="bottom">32.671</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="bottom"><italic>MA-N2</italic> sp. RCC-150</td>
<td/>
<td align="center" valign="bottom">1.57</td>
<td/>
<td/>
<td/>
<td align="center" valign="bottom">52.539</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="bottom"><italic>Terriglobus</italic> sp. RCC-193</td>
<td align="center" valign="bottom">8.83</td>
<td align="center" valign="bottom">1.56</td>
<td align="center" valign="bottom">0.0026</td>
<td/>
<td/>
<td align="center" valign="bottom">65.783</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="bottom"><italic>Chitinophaga</italic> sp. RCC-12</td>
<td/>
<td align="center" valign="bottom">1.40</td>
<td/>
<td align="center" valign="bottom"><bold>+</bold></td>
<td/>
<td align="center" valign="bottom">2.208</td>
<td align="center" valign="bottom">151.573</td>
<td/>
</tr>
<tr>
<td align="left" valign="bottom"><italic>Mesorhizobium</italic> sp. RCC-202</td>
<td align="center" valign="bottom">0.25</td>
<td align="center" valign="bottom">1.39</td>
<td/>
<td/>
<td align="center" valign="bottom">0.259</td>
<td align="center" valign="bottom">28.256</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="bottom"><italic>Mucilaginibacter</italic> sp. RCC-168</td>
<td align="center" valign="bottom">23.32</td>
<td align="center" valign="bottom">1.34</td>
<td align="center" valign="bottom">0.0043</td>
<td align="center" valign="bottom"><bold>+</bold></td>
<td align="center" valign="bottom">0.316</td>
<td align="center" valign="bottom">30.464</td>
<td align="center" valign="bottom">47.598</td>
<td align="center" valign="bottom">1.124</td>
</tr>
<tr>
<td align="left" valign="bottom"><italic>Leifsonia</italic> sp. RCC-180</td>
<td/>
<td align="center" valign="bottom">1.31</td>
<td align="center" valign="bottom">0.0065</td>
<td/>
<td/>
<td align="center" valign="bottom">51.656</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="bottom"><italic>Rhizobium</italic> sp. RCC-161.2</td>
<td align="center" valign="bottom">3.13</td>
<td align="center" valign="bottom">1.17</td>
<td align="center" valign="bottom">0.0026</td>
<td align="center" valign="bottom"><bold>+</bold></td>
<td/>
<td align="center" valign="bottom">58.720</td>
<td/>
<td align="center" valign="bottom">11.394</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Results summarizing the phenotypic assays for the plant growth-promoting (PGP) traits in SynCom isolates. For each column/tests darker green represents higher values and lighter color represents smaller values within the column whereas no values represents negative results. 1) IAA production: Amount of IAA produced by the individual isolates when cultured in media containing 0.5mg/mL L-tryptophan and subjected to the Salkowski calorimetric test. 2) ACC deaminase production: Values here indicate the quantity of ACC degraded (in mM) by the individual isolates when cultivated in media supplemented with 3 mM ACC. Higher number represents higher levels of ACC deaminase production. 3) Phytate Solubilization: The values presented here signify the amount of phytate consumed (in mg/dL) by each bacterium during their growth in phytate-specific media containing 0.5 mM Sodium phytate. 4) Siderophore Production: (+) denotes positive siderophore production by the SynCom isolates characterized by the formation of a halo surrounding bacterial cultures upon overlaying with a blue-colored solution after 4 days of growth in a qualitative plate assay. 5) Biofilm formation: Average OD595 values of the wash solution at the end of the biofilm assay of SynCom strains in MS media. The values for OD for the strains that had a significantly higher OD than the negative control (0.216) are listed here. 6) Gibberlin production: Amount of Gibberlin produced by the individual isolates as indicated by the reaction of Gibberlins with Phosphomolybdic acid reagent. 7) Acid phosphatase assay: The numbers represents the average standardized concentration of p-nitrophenol (uM) in Acetate Buffer (pH = 5) representing acid phosphatase activity in the isolates. 8) Alkaline phosphatase assay: The numbers represents the average standardized concentration p-nitrophenol (uM) in Boric Buffer (pH = 9) representing alkaline phosphatase activity in the isolates.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec14">
<title>SynCom strains exhibit better persistence in planta</title>
<p>Since all strains were isolated from the plant rhizosphere, we hypothesized that the presence of the plant host would positively impact SynCom growth and stability. To test this, we first examined SynCom growth by combining 15 strains in equal cell volumes and inoculating them into 0.2X MS media, which we generally used to water the plants. Samples were collected weekly, and community composition assessed through 16S rRNA (V3-V4 region) sequencing (<xref ref-type="fig" rid="fig3">Figure 3</xref>). The results showed that six of the 15 strains were undetectable or had a relative abundance below 0.1% after 3&#x202F;weeks. Notably, the <italic>in vitro</italic> environment did not support the growth of Gram-positive strains, as three (<italic>Arthrobacter</italic> sp. RCC-34, <italic>Leifsonia</italic> sp. RCC-180, and <italic>Bacillus</italic> sp. RCC-6.1) of the four were either absent or present at very low abundance (&#x003C;0.1%) when sampled. Conversely, members such as <italic>MA-N2</italic> sp. RCC-150, <italic>Paraburkholderia</italic> sp. RCC-158 and <italic>Chitinophaga</italic> sp. RCC-12, dominated the culture at the end of week 3 with an average relative abundance of 60, 26 and 8%, respectively (<xref ref-type="fig" rid="fig3">Figure 3</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Stability of Syncom members: Changes in the microbial community over 3&#x202F;weeks when the 15-member SynCom is cultured in 0.2X MS media and transferred weekly. The initial bar on the x-axis reflects the relative abundance of 15 SynCom members in the Inoculum, followed by pairs of bars representing duplicates for samples taken at the end of Weeks 1, 2, and 3. The Y-axis shows the relative abundances of each SynCom strain which is represented by a different color as shown in the legend.</p>
</caption>
<graphic xlink:href="fmicb-16-1649750-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Stacked bar chart showing the relative abundance of different microbial species over time. Each bar represents a timepoint from Inoculum to Week 3, including two replicates (Rep A/Rep B) for each timepoint. Various colors indicate different genus, such as &#x002A;Luteibacter&#x002A;, &#x002A;Arthrobacter&#x002A;, and &#x002A;Rhizobium&#x002A;. The legend on the right matches each color to a specific species.</alt-text>
</graphic>
</fig>
<p>Next, we evaluated the growth and persistence of SynCom members in the presence of <italic>Brachypodium</italic>. After 3&#x202F;weeks of growth <italic>in planta</italic>, the relative abundance of strains was more evenly distributed (<xref ref-type="fig" rid="fig4">Figure 4B</xref>). Notably, Gram-positive strains such as <italic>Arthrobacter</italic> sp. RCC-34 (1.4%) and <italic>Leifsonia</italic> sp. RCC-180 (0.6%) showed substantial increases in relative abundance compared to <italic>in vitro</italic> conditions. In contrast, <italic>Bacillus</italic> sp. RCC-6.1, showed a low relative abundance (&#x003C;0.1%). Additionally, 11 of the 15 strains displayed higher median relative abundances when grown with the plant than without (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3</xref>).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Figures depicting the plant phenotypic traits and microbial 16S rRNA gene abundances profile from the SynCom drought stress experiment. The experiment comprised three sets: the Control set, Drought set, and Rewatered Drought set. <bold>(A)</bold> Plant phenotype results: Comparisons for the shoot weight, shoot height, root length, and leaves numbers in <italic>Brachypodium</italic>, with and without SynCom members, during a 3-week exposure to drought stress. Each experimental category included seven <italic>Brachypodium</italic> plants. Significant values determined by t-tests are indicated by purple asterisks positioned above the corresponding bars. <bold>(B)</bold> 16S rRNA gene abundances profiles: In the barplot, each bar represents a replicate (shown in x-axis) in the corresponding experimental set as indicated above the bars. Y-axis shows the relative abundances values for each SynCom isolates represented by different color in legend, while all other bacterial groups are combined into the &#x201C;Others&#x201D; group, depicted in white on the plot. It is important to note that certain DNA samples in the experimental sets, i.e., rewatered drought encountered sequencing issues, leading to a reduced sample size of 5. <bold>(C)</bold> The natural log fold changes (lfc) for SynCom strains in stress conditions, as measured by &#x201C;ANCOMBC&#x201D; with drought (yellow) and <bold>(D)</bold> rewatered drought (orange), when compared to the SynCom-amended control plants (blue). On y-axis, negative values indicate that taxa are more abundant in control conditions, while positive values show greater abundance in drought or rewatered drought conditions. Bars indicate changes in the natural log fold, and error bars represent standard errors. Asterisks indicate significant changes in the natural log fold after the Benjamini-Hochberg adjustment of the false discovery rate (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05).</p>
</caption>
<graphic xlink:href="fmicb-16-1649750-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">The composite image shows four sections labeled A, B, C, and D depicting data related to drought stress responses in plants. Section A includes boxplots for shoot weight, shoot height, root length, and leaf number under control, drought, and rewatered drought conditions, with and without syncom presence. Section B presents a stacked bar chart of relative abundance of syncom members across different samples. Sections C and D feature bar graphs of log fold changes in various bacterial species under drought, control, and rewatered drought conditions. Different colors and symbols such as asterisks highlight significant differences.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec15">
<title>Drought and salinity stress in <italic>Brachypodium</italic> enrich specific SynCom strains</title>
<p>We assessed the impact of the SynCom on plant phenotype under drought and salinity stress, two common environmental stressors that plants encounter. No significant differences were observed between SynCom-amended and unamended plants with regards to shoot height, shoot weight, root length, or leaf number under drought stress (<xref ref-type="fig" rid="fig4">Figure 4A</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S7</xref>). However, SynCom-amended plants showed significant improvements across all these above measured parameters (t-test, <xref ref-type="fig" rid="fig4">Figure 4A</xref>) on rewatering after drought. Under salinity stress, SynCom-amended plants exhibited a significant increase in shoot height compared to unamended plants (<xref ref-type="fig" rid="fig5">Figure 5A</xref>).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Figures depicting the plant phenotypic traits microbial 16S rRNA gene abundances profile from the SynCom salt stress experiment. The experiment comprised two sets, i.e., the Control set and the Salt stress. <bold>(A)</bold> Plant phenotype result: Comparisons for the shoot weight, shoot height, root length and leaves numbers in <italic>Brachypodium</italic>, with and without SynCom members, during a 3-week exposure to salt stress. Each experimental category included seven <italic>Brachypodium</italic> plants. Significant values determined by t-tests are indicated by purple asterisks positioned above the corresponding bars. <bold>(B)</bold> 16S rRNA gene abundance profiles: In the barplot, each bar represents a replicate (shown in x-axis) in the corresponding experimental set as indicated above the bars. Y-axis shows the relative abundances values for each Syncom isolate represented by different color in the legend, while all other bacterial groups are combined into the &#x201C;Others&#x201D; group, depicted in white on the plot. <bold>(C)</bold> The natural log fold changes (lfc) for SynCom strains in stress conditions, as measured by &#x201C;ANCOMBC&#x201D; with salt stress (green) when compared to the SynCom-amended control plants (blue). On y-axis, negative values indicate that taxa are more abundant in control conditions, while positive values show greater abundance in salt conditions. Bars indicate changes in the natural log fold, and error bars represent standard errors. None of the SynCom members was found to have significant changes in natural log fold after the Benjamini-Hochberg adjustment of false discovery rate (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05).</p>
</caption>
<graphic xlink:href="fmicb-16-1649750-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Panel A shows box plots comparing shoot wet weight, shoot height, root length, and leaves number under control and salt stress conditions. Asterisks indicate significance. Panel B displays a stacked bar chart of relative abundance percentages of SynCom members across control and salt-stressed samples, using various colors to represent different microorganisms. Panel C presents a bar graph of log fold changes for specific SynCom members under salt stress, with positive values indicating increased abundance compared to control.</alt-text>
</graphic>
</fig>
<p>When examining SynCom persistence under the above stress conditions, we observed that all strains were persistent throughout drought, rewatered drought, and salinity stress after 3&#x202F;weeks (<xref ref-type="fig" rid="fig4">Figures 4B</xref>, <xref ref-type="fig" rid="fig5">5B</xref>). However, significant differences in relative abundance of the individual strains were observed. Under drought, <italic>Paraburkholderia</italic> sp. RCC-158 (lfc&#x202F;=&#x202F;1.29), <italic>Rhizobium</italic> sp. RCC-161.2 (lfc&#x202F;=&#x202F;1.91), <italic>Mesorhizobium</italic> sp. RCC-202 (lfc&#x202F;=&#x202F;1.82), <italic>Terriglobus</italic> sp. RCC-193 (lfc&#x202F;=&#x202F;3.09), and <italic>Chitinophaga</italic> sp. RCC-12 (lfc&#x202F;=&#x202F;1.96) showed significant (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, two-sided Chi-square test) decreases in log fold change (lfc) relative abundance (<xref ref-type="fig" rid="fig4">Figure 4C</xref>) compared to the no-stress control. In rewatered drought conditions, <italic>Terriglobus</italic> sp. RCC-193 (lfc&#x202F;=&#x202F;1.74) showed a significant decrease, while <italic>MA-N2</italic> sp. RCC-150 (lfc&#x202F;=&#x202F;1.4), <italic>Leifsonia</italic> sp. RCC-180 (lfc&#x202F;=&#x202F;1.04), and <italic>Caballeronia</italic> sp. RCC-10 (lfc&#x202F;=&#x202F;1.09) significantly increased (<xref ref-type="fig" rid="fig4">Figure 4D</xref>) relative to controls. No significant change in SynCom relative abundance was observed under salinity stress (<xref ref-type="fig" rid="fig5">Figure 5C</xref>).</p>
</sec>
<sec id="sec16">
<title>SynCom strains exhibit distinct spatial localization on the root</title>
<p>Previous studies have highlighted that plants secrete specific compounds as root exudates to recruit select microbes, especially under stressful conditions (<xref ref-type="bibr" rid="ref109">Vives-Peris et al., 2020</xref>). Given that exudation might vary between root tips and base (<xref ref-type="bibr" rid="ref29">Dragi&#x0161;i&#x0107; Maksimovi&#x0107; et al., 2021</xref>), we investigated the recruitment and spatial localization of SynCom strains on different parts of the root in the experiments above (drought and salinity stress). The SynCom was applied to the seedling&#x2019;s growing root base for both these tests, and at the completion of the experiments, we analyzed the community at both the root tip and root base using 16S rRNA-based amplicon sequencing. Distinct colonization patterns emerged for certain strains. Under no stress, strains such as <italic>MA-N2</italic> sp. RCC-150, <italic>Mucilaginibacter</italic> sp. RCC-168, Var<italic>iovorax</italic> sp. RCC-210, and <italic>Arthrobacter</italic> sp. RCC-34 were significantly enriched (t-test) at the root base compared to their abundance in the inoculum and root tips (<xref ref-type="fig" rid="fig6">Figure 6</xref>, control sets). Under drought stress, however, <italic>Luteibacter</italic> sp. RCC-6.2 and <italic>Arthrobacter</italic> sp. RCC-34 showed increased abundance at the base, while <italic>MA-N2</italic> sp. RCC-150 was significantly enriched at the root tip. In rewatered drought conditions, <italic>MA-N2</italic> sp. RCC-150 and <italic>Leifsonia</italic> sp. RCC-180 were more abundant at the root tip. During salinity stress, <italic>MA-N2</italic> sp. RCC-150 was the only strain found to have significantly increased abundance at the root tip. Overall, <italic>MA-N2</italic> sp. RCC-150 displayed a notable preference for the root tip, especially under salt and drought stress conditions.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Spatial localization of SynCom strains in the Brachypodium root system: Boxplots show the 16S rRNA gene abundances for the SynCom isolates across the root tip and base in SynCom-amended plants under control and drought and salt stress conditions (as indicated on the x-axis) after 21&#x202F;days. The y-axis displays the relative percentage abundances of the SynCom members indicated atop each boxplot panel. Significant differences determined by t-tests between the root parts (tip and base) within each condition are marked with an asterisk above and between the respective bars. The black horizontal dashed line indicates the percentage of strain abundance in the inoculum.</p>
</caption>
<graphic xlink:href="fmicb-16-1649750-g006.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Boxplots showing the abundance of various bacterial species across different treatments and root parts. Each plot compares the base and tip of the root under different soil conditions, represented by colors red and blue. The x-axis indicates abundance levels, and the y-axis lists bacterial isolates like Variovorax, and Enterobacter. Statistical significance is highlighted with asterisks.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec17">
<title>Discussion</title>
<p>We developed a framework to integrate both culture-dependent and culture-independent approaches toward creating a stable SynCom that interacts positively with the host plant and confers beneficial traits during adverse environmental conditions. To do this, several strains were isolated from a <italic>Brachypodium</italic> rhizosphere enriched community, and selection of a subset was designed informed by 16S rDNA amplicon sequencing of enriched communities, and network analysis, which revealed both positive and negative microbial interactions within the enriched community (<xref ref-type="bibr" rid="ref20">Chen et al., 2024</xref>; <xref ref-type="fig" rid="fig1">Figure 1</xref>). These interactions informed the final selection of microbial members of the SynCom, ensuring ecological relevance and functional integrity (<xref ref-type="bibr" rid="ref107">Toju et al., 2020</xref>). At the end of our data-driven SynCom assembly, the final 15 strains included representation from five different phyla (<xref ref-type="fig" rid="fig2">Figure 2</xref>). Notably, <italic>Mesorhizobium</italic> sp. RCC-202, a keystone species identified in the network analysis (<xref ref-type="fig" rid="fig1">Figure 1</xref>), was included for its critical role in shaping microbial community structure and dynamics that likely contributes to the SynCom&#x2019;s robustness (<xref ref-type="bibr" rid="ref3">Agler et al., 2016</xref>). We were also successful in including <italic>Terriglobus</italic> (<italic>Terriglobus</italic> sp. RCC-193), a genus within Acidobacteria known for its ecological significance in soil and its challenging cultivation, highlighting our effort to incorporate underexplored yet essential microbial taxa (<xref ref-type="bibr" rid="ref31">Eichorst et al., 2007</xref>; <xref ref-type="bibr" rid="ref54">Kalam et al., 2022</xref>). A persistent challenge in SynCom development for enhancing plant productivity is identifying which specific microbial members actually contribute to community stability and functional outcomes (<xref ref-type="bibr" rid="ref86">Pradhan et al., 2022</xref>; <xref ref-type="bibr" rid="ref106">Sun et al., 2025</xref>; <xref ref-type="bibr" rid="ref75">O&#x2019;Banion et al., 2020</xref>). Here, we were successful in assembling a Syncom with the keystone species based on network interaction (<xref ref-type="fig" rid="fig1">Figure 1</xref>) and fairly persistent microbial culture propagated <italic>in vitro</italic> (<xref ref-type="fig" rid="fig3">Figure 3</xref>). In subsequent experiments, we show that all SynCom members demonstrated persistence in the <italic>Brachypodium</italic> rhizosphere over a period of 3&#x202F;weeks, even under stress conditions (<xref ref-type="fig" rid="fig4">Figures 4</xref>, <xref ref-type="fig" rid="fig5">5</xref>). Notably, their improved persistence and more balanced relative abundance <italic>in planta</italic> compared to <italic>in vitro,</italic> suggest positive interactions with the host plant, an often-overlooked criterion in previous SynCom studies (<xref ref-type="bibr" rid="ref94">Sanchez-Gorostiaga et al., 2018</xref>; <xref ref-type="bibr" rid="ref107">Toju et al., 2020</xref>; <xref ref-type="bibr" rid="ref113">Werner and Kiers, 2015</xref>; <xref ref-type="bibr" rid="ref53">Kabir et al., 2024</xref>). Additionally, the sustained presence of Gram-positive bacteria, in particular, is noteworthy due to their role and potential for use as microbial amendments in agricultural applications for enhancing host plant resilience during environmental stress (<xref ref-type="bibr" rid="ref96">Schimel et al., 2007</xref>; <xref ref-type="bibr" rid="ref90">Qi et al., 2022</xref>).</p>
<p>We examined specific colonization of the SynCom members along the root of <italic>Brachypodium distachyon</italic> (<xref ref-type="fig" rid="fig6">Figure 6</xref>). It is generally accepted that the spatial distribution of microbes along the root surface is in direct response to differential root exudation and gradients thereof (<xref ref-type="bibr" rid="ref112">Wei et al., 2021</xref>; <xref ref-type="bibr" rid="ref2">Acharya et al., 2023b</xref>). We observed a strong preference for colonization at the root tip under stress conditions (<xref ref-type="fig" rid="fig6">Figure 6</xref>), which demonstrates that the microbes migrated to the root tip with the growing root despite being inoculated initially to the root base. This was particularly evident for Gram-positive strains such as <italic>MA-N2</italic> sp. RCC-150, <italic>Leifsonia</italic> sp. RCC-180, and <italic>Bacillus</italic> sp. RCC-6.1 (<xref ref-type="fig" rid="fig6">Figure 6</xref>). Since the root tip is the most actively growing part of the root, this result indicates that when growing under stress, the plant is actively seeking to recruit specific microbes that help with stress alleviation. It is known that <italic>Brachypodium</italic> increases production of levels of metabolites like proline and soluble sugars in drought-tolerant varieties (<xref ref-type="bibr" rid="ref102">Shi et al., 2015</xref>). These compounds can serve as chemoattractant and carbon sources for Gram-positive bacteria (<xref ref-type="bibr" rid="ref36">Gagn&#x00E9;-Bourque et al., 2015</xref>; <xref ref-type="bibr" rid="ref100">Sharma et al., 2020</xref>). Therefore it is reasonable to assume that Gram-positive bacteria, such as Actinobacteria and Bacilli, produce metabolites that assist in drought stress tolerance are attracted to the root tip through these root exudate compounds (<xref ref-type="bibr" rid="ref32">Ek-Ramos et al., 2019</xref>; <xref ref-type="bibr" rid="ref42">Grover et al., 2016</xref>). Our carbon-utilization phenotypic assays (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>) revealed that the Gram-positive taxa&#x2014;<italic>MA-N2</italic> sp. RCC-150, <italic>Leifsonia</italic> sp. RCC-180, and <italic>Arthrobacter</italic> sp. RCC-34&#x2014;each metabolized large subsets of metabolites that significantly enriched during the drought stress (e.g., proline, malate, sucrose). Notably, <italic>MA-N2</italic> sp. RCC-150 and <italic>Arthrobacter</italic> sp. RCC-34 were among only three isolates able to utilize malate, a key drought-linked carbon source that increased significantly in both roots and leaves for <italic>Brachypodium</italic> (<xref ref-type="bibr" rid="ref4">Ahkami et al., 2019</xref>). This in vitro preference for osmoprotectants and sugars parallels their in planta enrichment at the growing root tip, underscoring their role in exploiting exudates under stress. Specifically, <italic>MA-N2</italic> sp. RCC-150 showed increased overall abundance during rewatered drought conditions (<xref ref-type="fig" rid="fig4">Figure 4</xref>) and was enriched at the root tips during both drought and rewatered drought (<xref ref-type="fig" rid="fig6">Figure 6</xref>). The root tip is often considered to be the part of the root of active root exudation. Therefore this enrichment is likely due to multiple factors, including the strain&#x2019;s ability to respond to specific root exudate metabolites (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>) or, ability to return to the plant trehalose and various exopolysaccharides that potentially benefit the plant during drought stress (<xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<p>When we compared growth of <italic>Brachypodium</italic> in SynCom-amended and unamended treatments under different stress conditions, we found that the SynCom exhibited substantially higher functional redundancy under drought and rewatered drought conditions compared to no-stress conditions (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S5</xref>). This suggests that bacterial strains enriched during stress encode overlapping PGP traits (<xref ref-type="table" rid="tab1">Table 1</xref>), with functional redundancy likely acting as a buffer to maintain critical microbial functions despite shifts in community composition. These findings align with evidence that plants under stress modulate their rhizosphere microbiomes based on shared PGP functions rather than recruiting specific taxa (<xref ref-type="bibr" rid="ref67">Louca et al., 2018</xref>; <xref ref-type="bibr" rid="ref117">Zia et al., 2021</xref>). Notably, while significant changes in SynCom composition occurred during both drought and rewatered drought treatments, measurable enhancements in plant phenotypes, such as above- and below-ground biomass, and root and shoot heights, were observed only in rewatered drought treatments (<xref ref-type="fig" rid="fig4">Figure 4A</xref>). These observations align with emerging research suggesting microbial effects on plant recovery post-stress can be more pronounced than during the stress itself (<xref ref-type="bibr" rid="ref9">Bandopadhyay et al., 2024</xref>). It is known that many bacteria enter dormant or low-metabolism states to conserve energy during drought stress (<xref ref-type="bibr" rid="ref25">de Vries et al., 2020</xref>). Upon rehydration, microbial communities can rapidly rebound, with increased metabolic activity from the host plants including flush of root exudates (<xref ref-type="bibr" rid="ref17">Canarini et al., 2019</xref>), colonization, and production of plant growth-promoting compounds such as auxins, gibberellins, and ACC deaminase (<xref ref-type="bibr" rid="ref93">Rolli et al., 2015</xref>; <xref ref-type="bibr" rid="ref72">Ngumbi and Kloepper, 2016</xref>). Furthermore, microbial consortia may &#x201C;prime&#x201D; plants during drought for enhanced resilience, with effects becoming measurable only once stress is relieved and growth resumes (<xref ref-type="bibr" rid="ref95">Santos-Medell&#x00ED;n et al., 2017</xref>).</p>
<p>Recognizing that microbial effects on plants are often more pronounced during post-stress recovery than during the stress itself, the notable benefits of SynCom to host plants during the rewatered drought conditions can be attributed to several factors. First, the isolates with significantly increased relative abundance under rewatered drought (e.g., <italic>MA-N2</italic> sp. RCC-150, <italic>Caballeronia</italic> sp. RCC-10, and <italic>Leifsonia</italic> sp. RCC-180; <xref ref-type="fig" rid="fig4">Figure 4D</xref>), belong to genera known to alleviate drought stress in plants (<xref ref-type="bibr" rid="ref73">Nordstedt et al., 2021</xref>; <xref ref-type="bibr" rid="ref85">Platamone et al., 2023</xref>), and their genomes encode genes for producing osmoprotectant compounds (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>) and exopolysaccharide production protein (<xref ref-type="table" rid="tab1">Table 1</xref>). Second, several other SynCom strains harbor genes critical for managing drought and salinity stresses, including genes for trehalose biosynthesis (<xref ref-type="bibr" rid="ref59">Kosar et al., 2018</xref>; <xref ref-type="bibr" rid="ref100">Sharma et al., 2020</xref>; <xref ref-type="bibr" rid="ref50">Hassan et al., 2023</xref>), sodium and potassium transporters (<xref ref-type="bibr" rid="ref5">Ahmad et al., 2022</xref>; <xref ref-type="bibr" rid="ref43">Gunde-Cimerman et al., 2018</xref>), and ACC deaminase (<xref ref-type="bibr" rid="ref79">Orozco-Mosqueda et al., 2020</xref>; <xref ref-type="table" rid="tab1">Table 1</xref>). Third, we observed enhanced positive interactions among SynCom strains, particularly during rewatered drought (22 positive and 7 negative, <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S6</xref>). These positive microbial interactions likely promoted overall microbial community functionality and benefited the host plant (<xref ref-type="bibr" rid="ref60">Layeghifard et al., 2017</xref>; <xref ref-type="bibr" rid="ref69">Martins et al., 2023</xref>). Our findings overall demonstrate that SynCom persists under drought conditions and supports more effective plant recovery post-drought, emphasizing their potential role for applications in enhancing crop resilience and productivity amid climate variability. While we can postulate that certain genes and traits of the SynCom strains play a role in alleviating drought, future experiments exploring gene-expression and metabolite production are needed to confirm.</p>
<p>To summarize, in this study, we developed a 15-member SynCom from the rhizobiome of <italic>Brachypodium distachyon</italic> using an integrative framework that combined culture-dependent and culture-independent methods, guided by network analysis to ensure ecological relevance and functional integrity. The SynCom demonstrated persistence, stability when grown with plants, and conferred resilience under stress conditions, aiding plant recovery during rewatering after drought. These findings highlight the SynCom&#x2019;s potential for agricultural applications in improving crop resilience and supporting recovery after drought or salinity stress. Future research exploring SynCom influence on plant gene expression and vice versa under drought and salt stress will further help optimize the use and application of this SynCom in diverse agricultural systems, ensuring scalability and efficacy in mitigating climate-related challenges.</p>
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<sec sec-type="data-availability" id="sec18">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found at: <ext-link xlink:href="https://www.ncbi.nlm.nih.gov/genbank/" ext-link-type="uri">https://www.ncbi.nlm.nih.gov/genbank/</ext-link>, PRJNA1127609. The KBase narrative containing the genome assemblies and annotation tools run on the assemblies are also publicly available at <ext-link xlink:href="https://www.narrative.kbase.us/narrative/135275" ext-link-type="uri">narrative.kbase.us/narrative/135275</ext-link>.</p>
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<sec sec-type="author-contributions" id="sec19">
<title>Author contributions</title>
<p>AY: Visualization, Validation, Data curation, Formal analysis, Methodology, Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft, Conceptualization, Investigation. MC: Investigation, Writing &#x2013; review &#x0026; editing, Conceptualization, Writing &#x2013; original draft, Validation, Visualization, Methodology, Data curation, Formal analysis. SA: Writing &#x2013; original draft, Methodology, Conceptualization, Investigation, Data curation, Writing &#x2013; review &#x0026; editing. GK: Methodology, Data curation, Investigation, Formal analysis, Writing &#x2013; review &#x0026; editing. YY: Formal analysis, Data curation, Writing &#x2013; review &#x0026; editing, Methodology, Investigation. TZ: Writing &#x2013; review &#x0026; editing, Data curation, Formal analysis, Investigation. ET: Writing &#x2013; review &#x0026; editing, Investigation, Data curation. RC: Funding acquisition, Supervision, Writing &#x2013; original draft, Resources, Writing &#x2013; review &#x0026; editing, Investigation, Conceptualization, Project administration.</p>
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<sec sec-type="funding-information" id="sec20">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This research work was funded through Microbial Community Analysis &#x0026; Functional Evaluation in Soils (m-CAFEs), a Science Focus Area led by Lawrence Berkeley National Laboratory funded by the U. S. Department of Energy, Office of Science, Office of Biological Environmental Research under contract number DE-AC02-05CH11231.</p>
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<sec sec-type="COI-statement" id="sec21">
<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>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="ai-statement" id="sec22">
<title>Generative AI statement</title>
<p>The author(s) declare that no Gen AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="sec23">
<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>
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<sec sec-type="supplementary-material" id="sec24">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2025.1649750/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2025.1649750/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.zip" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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