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<journal-id journal-id-type="publisher-id">Front. Bioeng. Biotechnol.</journal-id>
<journal-title>Frontiers in Bioengineering and Biotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Bioeng. Biotechnol.</abbrev-journal-title>
<issn pub-type="epub">2296-4185</issn>
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<article-id pub-id-type="publisher-id">1464195</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2024.1464195</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Growth-promoting effects of self-selected microbial community on wheat seedlings in saline-alkali soil environments</article-title>
<alt-title alt-title-type="left-running-head">Li et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fbioe.2024.1464195">10.3389/fbioe.2024.1464195</ext-link>
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<name>
<surname>Li</surname>
<given-names>Min</given-names>
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<sup>1</sup>
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<surname>Li</surname>
<given-names>Wenjie</given-names>
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<surname>Wang</surname>
<given-names>Chunxue</given-names>
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<name>
<surname>Ji</surname>
<given-names>Lei</given-names>
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<sup>2</sup>
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<surname>Han</surname>
<given-names>Kun</given-names>
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<surname>Gong</surname>
<given-names>Jiahui</given-names>
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<surname>Dong</surname>
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<given-names>Hailong</given-names>
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<surname>Zhu</surname>
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<surname>Jiang</surname>
<given-names>Juquan</given-names>
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<sup>5</sup>
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<surname>Wang</surname>
<given-names>Chengqiang</given-names>
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<sup>1</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>Shandong Key Laboratory of Agricultural Microbiology</institution>, <institution>National Engineering Research Center for Efficient Utilization of Soil and Fertilizer Resources</institution>, <institution>National Key Laboratory of Wheat Improvement</institution>, <institution>College of Life Sciences</institution>, <institution>Shandong Agricultural University</institution>, <addr-line>Tai&#x2019;an</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Shandong Provincial Key Laboratory of Applied Microbiology</institution>, <institution>Ecology Institute</institution>, <institution>Qilu University of Technology (Shandong Academy of Sciences)</institution>, <addr-line>Jinan</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>State Key Laboratory of Microbial Technology</institution>, <institution>Institute of Microbial Technology</institution>, <institution>Shandong University</institution>, <addr-line>Qingdao</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>State Key Laboratory for Managing Biotic and Chemical Treats to the Quality and Safety of Agro-products</institution>, <institution>Zhejiang Academy of Agricultural Sciences</institution>, <addr-line>Hangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Microbiology and Biotechnology</institution>, <institution>College of Life Sciences</institution>, <institution>Northeast Agricultural University</institution>, <addr-line>Harbin</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1979792/overview">Hongbo Hu</ext-link>, Shanghai Jiao Tong University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/312445/overview">Nar Singh Chauhan</ext-link>, Maharshi Dayanand University, India</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/201216/overview">Anzhou Ma</ext-link>, Chinese Academy of Sciences (CAS), China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Chengqiang Wang, <email>wangcq@sdau.edu.cn</email>; Juquan Jiang, <email>jjqdainty@163.com</email>; Xueming Zhu, <email>zhuxm@zaas.ac.cn</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>12</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1464195</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>07</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>12</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Li, Li, Wang, Ji, Han, Gong, Dong, Wang, Zhu, Du, Liu, Jiang and Wang.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Li, Li, Wang, Ji, Han, Gong, Dong, Wang, Zhu, Du, Liu, Jiang and Wang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Saline-alkali land is a type of soil environment that causes poor crop growth and low yields. Its management and utilization are, therefore of great significance for increasing arable land resources, ensuring food security, and enhancing agricultural production capacity. The application of plant growth-promoting rhizobacteria (PGPR) is an effective way to promote the establishment of symbiotic relationships between plants and the rhizosphere microenvironment, plant growth and development, and plant resistance to saline-alkali stress. In this study, multiple saline-alkali-resistant bacteria were screened from a saline-alkali land environment and some of them were found to have significantly promotive effects on the growth of wheat seedlings under saline-alkali stress. Using these PGPR, a compound microbial community was selectively obtained from the root-zone soil environment of wheat seedlings, and the metagenomic sequencing analysis of wheat root-zone soil microbiomes was performed. As a result, a compound microbial agent with a <italic>Kocuria dechangensis</italic> 5&#x2013;33:<italic>Rossellomorea aquimaris</italic> S-3:<italic>Bacillus subtilis</italic> BJYX:<italic>Bacillus velezensis</italic> G51-1 ratio of 275:63:5:1 was obtained through the self-selection of wheat seedlings. The synthetic compound microbial agent significantly improved the growth of wheat seedlings in saline-alkali soil, as the physiological plant height, aboveground and underground fresh weights, and aboveground and underground dry weights of 21-day-old wheat seedlings were increased by 27.39% (<italic>p</italic> &#x3c; 0.01), 147.33% (<italic>p</italic> &#x3c; 0.01), 282.98% (<italic>p</italic> &#x3c; 0.01), 194.86% (<italic>p</italic> &#x3c; 0.01), and 218.60% (<italic>p</italic> &#x3c; 0.01), respectively. The promoting effect of this compound microbial agent was also greater than that of each strain on the growth of wheat seedlings. This microbial agent could also regulate some enzyme activities of wheat seedlings and the saline-alkali soil, thereby, promoting the growth of these seedlings. In this study, we analyze an efficient microbial agent and the theoretical basis for promoting the growth of wheat seedlings under saline-alkali stress, thereby, suggesting an important solution for the management and utilization of saline-alkali land.</p>
</abstract>
<kwd-group>
<kwd>saline-alkali soil environment</kwd>
<kwd>the rhizosphere microenvironment</kwd>
<kwd>metagenome</kwd>
<kwd>wheat</kwd>
<kwd>plant growth-promoting rhizobacteria</kwd>
</kwd-group>
<contract-sponsor id="cn001">Science and Technology Development Plan of Shandong Province<named-content content-type="fundref-id">10.13039/100016694</named-content>
</contract-sponsor>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Synthetic Biology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Increasing the crop cultivation area and yield is an important measure for ensuring the economic development of human society, and the soil environment and quality can seriously affect crop yields and quality (<xref ref-type="bibr" rid="B52">Zhang S. et al., 2022</xref>; <xref ref-type="bibr" rid="B35">Song et al., 2022</xref>). With the change in climate and the effect of human activities, many soils have become saline-alkaline, leading to a continuous reduction in arable land and a decrease in the utilization of agricultural resources (<xref ref-type="bibr" rid="B24">Li et al., 2022</xref>; <xref ref-type="bibr" rid="B3">Ali et al., 2022</xref>). Land salinization can lead to a soil nutrient imbalance through water and salt stresses, thereby hindering plant growth (<xref ref-type="bibr" rid="B21">Jin et al., 2019</xref>). Therefore, the management and efficient use of saline-alkali soil is of great significance for ensuring food security, increasing arable land resources, and enhancing agricultural productivity (<xref ref-type="bibr" rid="B22">Kumawat et al., 2023</xref>; <xref ref-type="bibr" rid="B48">Yuan et al., 2021</xref>).</p>
<p>The use of saline-alkali-resistant microorganisms to improve these soils is an important strategy for solving soil salinization (<xref ref-type="bibr" rid="B31">Ren et al., 2023</xref>; <xref ref-type="bibr" rid="B45">Xiao et al., 2022</xref>). Research has shown that the maintenance of a low Na<sup>&#x2b;</sup> concentration and high K<sup>&#x2b;</sup> concentration in the cytoplasm and cytoplasmic solutes is necessary for the growth and development of plants under salt stress (<xref ref-type="bibr" rid="B8">Derbyshire et al., 2022</xref>). Salt-tolerant microorganisms can reduce Na<sup>&#x2b;</sup> intake by crops and alleviate the impact of salt stress on crop cells (<xref ref-type="bibr" rid="B32">Sahu et al., 2021</xref>). Applying microbial agents comprising salt-tolerant microorganisms can also increase the soil nutrient content, facilitate the breakdown of substances that are difficult for plants to utilize and the degradation of harmful substances, increase beneficial microorganism levels in saline-alkali soil, improve soil respiration, reduce soil salinity, and thereby increase crop growth and yields (<xref ref-type="bibr" rid="B34">Shi et al., 2022</xref>). Accordingly, the use of plant growth-promoting rhizobacteria (PGPR) to alleviate saline-alkali stress on plants is considered an important sustainable agriculture measure (<xref ref-type="bibr" rid="B27">Mukherjee et al., 2019</xref>). PGPR are beneficial bacteria that establish symbiotic relationships with plants in the rhizosphere microenvironment, and they can promote the growth and development of plants through various mechanisms, increasing the resistance of plants to saline-alkali stress and other adverse conditions (<xref ref-type="bibr" rid="B16">Garcia-Lemos et al., 2020</xref>; <xref ref-type="bibr" rid="B40">Wang et al., 2020</xref>). Salt-tolerant bacteria isolated from the rhizosphere of halophytes can maintain ion homeostasis in plants and promote plant growth under saline-alkali stress conditions by producing substances such as indole-3-acetic acid, ACC deaminase, and extracellular polysaccharides (<xref ref-type="bibr" rid="B33">Sharma et al., 2016</xref>; <xref ref-type="bibr" rid="B27">Mukherjee et al., 2019</xref>). Further, the use of salt-tolerant PGPR is an effective method that has been successfully applied to a variety of crops to improve their growth and tolerance under saline-alkali stress conditions (<xref ref-type="bibr" rid="B33">Sharma et al., 2016</xref>). Considering various saline-alkali areas and different crops, the development of distinct, saline-alkali-tolerant, and growth-promoting agents has great application value, necessitating their further development (<xref ref-type="bibr" rid="B19">Ji et al., 2021</xref>).</p>
<p>Wheat (<italic>Triticum aestivum</italic> L.) is a staple food and contributes to approximately 35% of global food grains; moreover, the use of saline-alkali land to grow wheat has great value (<xref ref-type="bibr" rid="B4">Arshad et al., 2024</xref>). Some salt-tolerant PGPR have been applied to wheat to improve their growth and tolerance under saline-alkali stress conditions. For example, <italic>Bacillus velezensis</italic> JC-K can function in saline-alkali soil, effectively increase wheat biomass accumulation and osmotic regulatory capacity, and significantly improve the absorption of Na<sup>&#x2b;</sup> and K<sup>&#x2b;</sup> in wheat (<xref ref-type="bibr" rid="B14">Elliott et al., 2021</xref>). <italic>Bacillus methylotrophicus</italic> M4-1 can affect the physiological and biochemical traits of wheat and protect winter wheat from the harmful effects of soil salinity and alkalinity (<xref ref-type="bibr" rid="B20">Ji et al., 2020</xref>). Moreover, the co-application of <italic>Paenibacillus sabinae</italic> (potassium-solubilizing bacteria) and <italic>Leptolyngbya</italic> sp. RBD05 (cyanobacteria) improves saline-alkali stress tolerance in wheat (<xref ref-type="bibr" rid="B13">Duan et al., 2023</xref>). Therefore, salt-tolerant and beneficial PGPR in the wheat rhizosphere have important applications and value for the future biological restoration of saline-alkali land to improve wheat yields (<xref ref-type="bibr" rid="B17">Hou et al., 2021</xref>). However, at present, the development of compound microbial agents for wheat has often been based on artificial compatibility, with a poor affinity for environments such as wheat-growing and saline-alkali land. It is, therefore, very important to construct a microbial agent with high affinity and high colonization capacity for wheat planted in saline-alkali land. As such, new technical methods are also needed to develop novel, specific, and high-affinity compound microbial agents for wheat planted in saline-alkali land.</p>
<p>The focus of this study was the development of a new type of specific compound microbial agent with a high affinity for wheat seedlings in saline-alkali land. An <italic>in situ</italic> self-selection strategy, based on the rhizosphere microenvironment of wheat seedlings, was used to develop the new microbial agent, and its protective effects in saline-alkali environments and growth-promoting characteristics were also tested. This study also provides an important basis for further research on the mechanism underlying microorganism and crop interactions and the efficient utilization of saline-alkali soil.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<sec id="s2-1">
<title>Wheat variety and soil materials</title>
<p>A hybrid No. 22 wheat variety was selected, and it was bred by the Crop Research Institute of Shandong Academy of Agricultural Sciences. Normal field soil (salt content of 0.06%) from Taian, China, and raw saline-alkali soil (salt content of approximately 0.8%, organic matter content of approximately 0.65%, and pH 7.9) from Dongying, China, were selected for this study.</p>
</sec>
<sec id="s2-2">
<title>Screening and identification of rhizobacteria with saline-alkali resistance</title>
<p>Ten grams of raw saline-alkali soil was added to 100&#xa0;mL of deionized water and shaken at 37&#xb0;C and 180&#xa0;rpm for 30&#xa0;min; then, 100&#xa0;&#xb5;L of the diluted liquid was spread onto LB culture medium containing 8% NaCl for culture at 37&#xb0;C for 48&#x2013;72&#xa0;h. Single colonies with different sizes and shapes were isolated and purified via three-zone streaking. The purified strains were cultured in an LB liquid medium, and then, 50&#xa0;&#xb5;L of the corresponding liquid obtained from the initial screen was spread onto LB solid media with different concentrations of NaCl, ranging from 0% to 17%, or with different acidic and alkaline pH values for incubation and observations of the growth capacity. Gram staining of bacterial cells was conducted to observe the cell morphology, and bacterial microbiochemical identification tubes (Haibo Biotechnology Co., Ltd., China) were used to determine some physiological and biochemical characteristics of the strains (<xref ref-type="bibr" rid="B54">Zhao et al., 2022</xref>). The 16S rDNA (amplified using 27F/1492R primers) and <italic>gyrB</italic> gene (amplified using the primers gyrB-F &#x201c;GAT&#x200b;CAA&#x200b;CTA&#x200b;ACA&#x200b;GCA&#x200b;AAG&#x200b;GCC&#x200b;TTC&#x200b;ACC&#x200b;A&#x201d; and gyrB-R &#x201c;AGA&#x200b;CCT&#x200b;TTA&#x200b;TAA&#x200b;CGC&#x200b;TGG&#x200b;AGG&#x200b;CCG&#x200b;GGC&#x200b;T&#x201d;) of bacteria were obtained for sequencing (Shengong Biotechnology Co., Ltd., China) (<xref ref-type="bibr" rid="B47">Ye et al., 2022</xref>). Combining the morphological characteristics of cells, physiological and biochemical indicators, <italic>gyrB</italic> gene sequence comparison, and phylogenetic tree analysis of 16S rDNA sequences (Constructed using MEGA 11.0), the bacterial species were identified (<xref ref-type="bibr" rid="B54">Zhao et al., 2022</xref>; <xref ref-type="bibr" rid="B30">Rahma et al., 2020</xref>).</p>
</sec>
<sec id="s2-3">
<title>Wheat seedling pot experiments using simulated saline-alkali soil or saline-alkali soil from raw saline-alkali land</title>
<p>The normal field soil was first sieved through an 18-mesh sieve and then mixed with vermiculite at a volume ratio of 2:1, and the resulting soil was used for the pot experiment comprising simulated saline-alkali soil. For the pot experiment using raw saline-alkali soil, the raw saline-alkali soil from Dongying was mixed with vermiculite at a 1:1 volume ratio and then mixed with 2% chicken organic manure. For the wheat pot experiment, 0.5&#xa0;kg of the soil mixture was added to each pot.</p>
<p>Under dark cultivation conditions for 8&#xa0;h, wheat seeds were soaked in sterile water until budding, and 3&#x2013;5 wheat seeds with the same budding characteristics were selected and planted in a pot. After covering them with a thin coat of soil, as in the pot experiment using simulated saline-alkali soil, 100&#xa0;mL of salt water with a mixture of 0.655&#xa0;mM NaCl, 5.85&#xa0;mM Na<sub>2</sub>SO<sub>4</sub>, 5.85&#xa0;mM NaHCO<sub>3</sub>, and 0.65&#xa0;mM Na<sub>2</sub>CO<sub>3</sub> (pH &#x3d; 8.3) was added, and the same amount of water was added in the control group. The wheat seedlings were cultivated at 20&#xb0;C under 40,000 lx light and 0 lx darkness conditions. After 48&#xa0;h of cultivation, wheat seedlings with small growth differences were retained in the pots. Strains were activated twice using an LB liquid medium. Each pot was watered with 100&#xa0;mL of a bacterial suspension with approximately 10<sup>6</sup>&#xa0;CFU&#xa0;mL<sup>&#x2212;1</sup> (single strain or mixed strains), and the same amount of water was added to the control group. During the wheat seedling growth process, 30&#xa0;mL of water was used to water each pot every 2&#xa0;days, and the physiological plant height was measured every 7&#xa0;days.</p>
<p>During the pot experiment using simulated saline-alkali soil, the data of the conventional agronomic traits of wheat seedlings were recorded after growth for 14&#xa0;days, as reported (<xref ref-type="bibr" rid="B39">Wang et al., 2024</xref>). During the pot experiment using raw saline-alkali soil, the data of conventional agronomic traits, dry and fresh weights, leaf and root enzyme activities, root system, soil enzymatic activities, and malondialdehyde (MDA) concentrations in wheat seedlings were recorded after growth for 21&#xa0;days as reported (<xref ref-type="bibr" rid="B39">Wang et al., 2024</xref>). The nitroblue tetrazolium photochemical reduction method was used to determine superoxide dismutase (SOD) enzyme activity (<xref ref-type="bibr" rid="B5">Begum et al., 2022</xref>), the pyrogallol autoxidation method was used to determine peroxidase activity (<xref ref-type="bibr" rid="B41">Wang J. et al., 2022</xref>), catalase (CAT) activity was measured based on the reaction comprising the catalase-mediated degradation of hydrogen peroxide (<xref ref-type="bibr" rid="B23">Li et al., 2019</xref>), and the MDA concentration was determined based on its reaction with thiobarbituric acid (<xref ref-type="bibr" rid="B28">Pervaiz et al., 2021</xref>). Different enzyme activity assay kits (Suzhou Grice Biotechnology Co., Ltd., China) were used to measure the activities of neutral phosphatase, alkaline phosphatase, acid phosphatase, catalase, urease, and sucrase in wheat rhizosphere soil or non-rhizosphere soil.</p>
<p>Furthermore, the effects of the strains on the germination of the wheat seeds were also tested under saline-alkali conditions with a mixture of 0.655&#xa0;mM NaCl, 5.85&#xa0;mM Na<sub>2</sub>SO<sub>4</sub>, 5.85&#xa0;mM NaHCO<sub>3</sub>, and 0.65&#xa0;mM Na<sub>2</sub>CO<sub>3</sub> (pH &#x3d; 8.3). The procedures were performed as reported (<xref ref-type="bibr" rid="B43">Wang K. et al., 2022</xref>).</p>
</sec>
<sec id="s2-4">
<title>Self-selected experiment of the microbial community of wheat seedlings in a rhizosphere microenvironment</title>
<p>The raw saline-alkali soil was mixed with vermiculite at a 1:1 volume ratio and then sterilized. Then, 0.5&#xa0;kg of the soil mixture was added to each pot. The wheat seedling sowing and cultivation methods were the same as those mentioned previously herein. Strains with good growth-promoting effects were selected for the wheat seedling self-selection experiment. Each strain was cultivated twice in an LB liquid medium. Then, equal amounts of bacteria were mixed at a 1:1 ratio. The bacterial suspension was diluted 100 times and then applied to the potted wheat seedlings. After 21&#xa0;days, root zone soil samples were collected for metagenomic sequencing to determine the colonization ratio of different bacteria.</p>
</sec>
<sec id="s2-5">
<title>Metagenomic sequencing of rhizosphere soils</title>
<p>The complete DNA of the root zone soil was extracted using the OMEGA Mag-Bind soil DNA Kit (Omega Bio-Tek, United States) and then sequenced at Shanghai Personalbio Technology Co., Ltd. (Personalbio, China) for the metagenomic analysis. Three biological samples (SSP_1, SSP_2, and SSP_3) were used. The different insert fragment libraries were constructed using the whole-genome shotgun strategy. Then, next-generation sequencing technology, based on the Illumina NovaSeq sequencing platform, and third-generation single-molecule sequencing technology, based on the Oxford Nanopore ONT sequencing platform, were used to sequence these libraries (<xref ref-type="bibr" rid="B44">Xiao et al., 2021</xref>). The sequencing adapters were removed from reads using Cutadapt (v1.2.1) (<xref ref-type="bibr" rid="B25">Martin, 2011</xref>). The original metagenomic sequencing data can contain some low-quality sequences, the presence of which could interfere with subsequent analyses. To ensure the reliability of the subsequent analysis, fastp (v0.23.2) software was used to screen and filter the raw data obtained from sequencing (<xref ref-type="bibr" rid="B6">Chen et al., 2018</xref>). Once quality-filtered reads were obtained, taxonomical classifications of metagenomics sequencing reads from each sample were performed using the method Kaiju (v1.9.0) against an NCBI-nt-derived database (<xref ref-type="bibr" rid="B26">Menzel et al., 2016</xref>). A tool specifically designed to predict genes in metagenomic sequences was used for gene prediction (<xref ref-type="bibr" rid="B53">Zhang X. et al., 2022</xref>). Megahit (v1.1.2) was used for assembly of reads in each sample using the meta-large presetted parameters. In MEGAN (Metagenome Analyzer, <ext-link ext-link-type="uri" xlink:href="http://ab.inf.uni-tuebingen.de/software/megan5/">http://ab.inf.uni-tuebingen.de/software/megan5/</ext-link>) software, the lowest common ancestor algorithm was used for the species classification annotation information of the target sequence (<xref ref-type="bibr" rid="B18">Huson et al., 2016</xref>). R software was used to generate bar charts of the compositions of dominant species at various taxonomic levels in each sample (<xref ref-type="bibr" rid="B7">Deng et al., 2020</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Screening and identification of saline-alkali-tolerant microorganisms</title>
<p>In total, 151 strains were first isolated from the raw saline-alkali soil, and then, five highly saline-alkali-tolerant strains, namely, S-3, BJYX, G51-1, YL-10, and G63-1, were finally screened. The NaCl tolerance limits of strains S-3, BJYX, G51-1, YL-10, and G63-1 on plates were 16, 11, 12, 12, and 12%, respectively, and their alkali tolerance limits were pH 14, 13, 10, 8, and 11, respectively. Strains S-3, BJYX, G51-1, YL-10, and G63-1 were all found to be Gram-positive bacteria. The colonies of strain S-3 were milky yellow, opaque, and circular in shape; the colonies of strain BJYX were milky white, semi-transparent, and circular in shape; the colonies of strain G51-1 were beige, opaque, and irregular in shape; the colonies of strain YL-10 were gray-white, opaque, and circular in shape; and the colonies of strain G63-1 were milky white, semi-transparent, and irregular in shape, and they were all able to produce spores (<xref ref-type="fig" rid="F1">Figure 1</xref>). The 16S rDNA gene sequences of the strains were analyzed through the generation of phylogenetic trees to search for closely related species (<xref ref-type="fig" rid="F1">Figure 1</xref>), and the results were further verified based on the <italic>gyrB</italic> gene sequence of each strain. Finally, it was determined that strain S-3 is <italic>Rossellomorea aquimaris</italic>, strain BJYX is <italic>Bacillus subtilis</italic>, strain G51-1 is <italic>Bacillus velezensis</italic>, strain YL-10 is <italic>Bacillus vallismortis</italic>, and strain G63-1 is <italic>Bacillus zhangzhouensis</italic>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Colony, cell morphology, and phylogenetic tree analysis of selected strains. Strains were activated using LB media. The phylogenetic tree analysis of 16S rDNA sequences of strains was performed using MEGA 11.0. Colony <bold>(A)</bold>, cell morphology <bold>(B)</bold>, and phylogenetic tree <bold>(C)</bold> analysis of strain S-3; colony <bold>(D)</bold>, cell morphology <bold>(E)</bold>, and phylogenetic tree <bold>(F)</bold> analysis of strain BJYX; colony <bold>(G)</bold>, cell morphology <bold>(H)</bold>, and phylogenetic tree <bold>(I)</bold> analysis of strain G51-1; colony <bold>(J)</bold>, cell morphology<bold>(K)</bold>, and phylogenetic tree <bold>(L)</bold> analysis of strain YL-10; colony <bold>(M)</bold>, cell morphology <bold>(N)</bold>, and phylogenetic tree <bold>(O)</bold> analysis of strain G63-1.</p>
</caption>
<graphic xlink:href="fbioe-12-1464195-g001.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Effects of strains on the growth of wheat seedlings using simulated saline-alkali soil</title>
<p>All newly screened saline-alkali-tolerant PGPR and the previously preserved strains <italic>Kocuria dechangensis</italic> 5&#x2013;33 (<xref ref-type="bibr" rid="B42">Wang et al., 2015</xref>) and <italic>Bacillus atrophaeus</italic> CNY01 (<xref ref-type="bibr" rid="B36">Sun et al., 2024</xref>) were tested for their capacity to affect wheat growth using pot experiments under simulated saline-alkali conditions of a moderate environment. After 7&#xa0;days (<xref ref-type="fig" rid="F2">Figure 2A</xref>) and 14&#xa0;days (<xref ref-type="fig" rid="F2">Figure 2B</xref>) of wheat seedling growth, the addition of strains 5-33, BJYX, G51-1, S-3, CNY01, YL-10, and G63-1 had obvious growth-promoting effects on wheat seedlings, as follows: for 7&#xa0;days growth, physiological plant heights were increased by 44.95%, 84.44% (<italic>p</italic> &#x3c; 0.01), 74.89% (<italic>p</italic> &#x3c; 0.01), 88.81% (<italic>p</italic> &#x3c; 0.01), 77.29% (<italic>p</italic> &#x3c; 0.01), 71.49% (<italic>p</italic> &#x3c; 0.01), and 48.94% (<italic>p</italic> &#x3c; 0.01), respectively (<xref ref-type="fig" rid="F2">Figure 2A</xref>); for 14&#xa0;days growth, the physiological plant heights were increased by 21.55%, 35.36% (<italic>p</italic> &#x3c; 0.05), 34.07% (<italic>p</italic> &#x3c; 0.05), 32.66% (<italic>p</italic> &#x3c; 0.05), 37.54% (<italic>p</italic> &#x3c; 0.05), 23.18%, and 27.89% (<italic>p</italic> &#x3c; 0.05), respectively, compared with those in the control group (<xref ref-type="fig" rid="F2">Figure 2B</xref>). All strains promoted the growth of wheat seedlings in the simulated saline-alkali soil, and almost all of them resulted in a wheat growth trend similar to that in normal soil.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Effects of strains on physiological plant heights of wheat seedlings using simulated saline-alkali soil. &#x201c;0&#x2b;&#x201d; represents the normal field soil, &#x201c;1&#x2b;&#x201d; represents the simulated saline-alkali soil. At the early stage of wheat germination, various microbial agents were applied, and 30&#xa0;mL of water was applied every 2&#xa0;days. The plant heights were measured at 7&#xa0;days <bold>(A)</bold> and 14&#xa0;days <bold>(B)</bold> after wheat growth. Each group was subject to 3&#x2013;5 biological treatments. The averages of the data are presented. Error bars represent the standard deviations of the averages. &#x2a;: <italic>p</italic> &#x3c; 0.05, significant; &#x2a;&#x2a;: <italic>p</italic> &#x3c; 0.01, highly significant.</p>
</caption>
<graphic xlink:href="fbioe-12-1464195-g002.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>Self-selected microbial community based on wheat rhizosphere</title>
<p>Equal amounts of strains S-3, BJYX, G51-1, YL-10, G63-1, 5-33, and CNY01 were added to the rhizosphere microenvironment of wheat seedlings. After cultivation for 21 days, the root-zone soil of wheat seedlings was collected for metagenomic sequencing to determine the colonization capacity and ratio of the different bacteria added. During the metagenomic sequencing process, the numbers of raw reads generated from three samples were 101,824,340, 102,932,646, and 93,404,390, respectively. Meanwhile, the numbers of quality-filtered reads generated from three samples were 99,170,304, 99,887,882, and 91,054,674, respectively. The minimum read length before sticking paired-end reads was 150 bp. After the concatenation was complete, contigs with a length of not less than 300 bp were retained. For the metagenomic sequencing data, the proportion of valid sequences was greater than 96%, the proportion of valid sequence base numbers was also greater than 96%, and the slopes of the rarefaction curves became smaller and tended to flatten at last (<xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>), indicating that samples could be further analyzed.</p>
</sec>
<sec id="s3-4">
<title>Microbial compositions in the rhizosphere soil at the phylum level</title>
<p>In terms of the community composition of the rhizosphere soil of wheat seedlings, the top 10 phyla of bacteria with the highest proportions were determined, and the levels ranged from high to low and included Proteobacteria, Bacteroidetes, Verrucomicrobia, Actinobacteria, Myxococcota, Planctomycetota, Chloroflexota, Myxococcota A, Gemmatimonadetes, and Fibrobacterota (<xref ref-type="fig" rid="F3">Figure 3A</xref>). Among them, Proteobacteria was the dominant phylum in the rhizosphere soil of wheat in all treated samples, with an average relative abundance of 66.5%. The relative abundances of the other phyla Bacteroidetes, Verrucomicrobia, Actinobacteria, Myxococcota, Planctomycetota, Chloroflexota, Myxococcota A, Gemmatimonadetes, and Fibrobacterota were 14.70, 5.75, 5.20, 3.14, 0.97, 0.97, 0.64, 0.58, and 0.31%, respectively.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Analysis of taxonomic compositions at the phylum <bold>(A)</bold>, genus <bold>(B)</bold>, and species <bold>(C)</bold> levels, and the bacterial numbers of the added species obtained via metagenomic sequencing <bold>(D)</bold>. The relative abundances (top 10) of different microbial community structures at the phylum, genus, and species levels with the three treatments (SSP_1, SSP_2, and SSP_3) are presented.</p>
</caption>
<graphic xlink:href="fbioe-12-1464195-g003.tif"/>
</fig>
</sec>
<sec id="s3-5">
<title>Microbial compositions in the rhizosphere soil at the genus level</title>
<p>In terms of the community composition of the rhizosphere soil of wheat seedlings, the top 10 genera with the highest proportions were determined, and the levels ranged from high to low, including <italic>Halomonas</italic>, <italic>Saccharospirillum</italic>, <italic>Marinobacter</italic>, <italic>Thalassospira</italic>, <italic>Marinimicrobium</italic>, <italic>Pelagicoccus</italic>, <italic>Alcanivorax</italic>, <italic>Devosia</italic>, <italic>Idiomarina</italic>, and <italic>Muricauda</italic> (<xref ref-type="fig" rid="F3">Figure 3B</xref>). Among them, <italic>Halomonas</italic> was the dominant genus in the wheat rhizosphere soil of all treatment samples, with an average relative abundance of 9.36%, whereas the average proportions of the other genera <italic>Saccharospirillum</italic>, <italic>Marinobacter</italic>, <italic>Thalassospira</italic>, <italic>Marinimicrobium</italic>, <italic>Pelagicoccus</italic>, <italic>Alcanivorax</italic>, <italic>Devosia</italic>, <italic>Idiomarina</italic>, and <italic>Muricauda</italic> were 5.05, 4.62, 3.79, 3.36, 3.26, 2.40, 2.38, 2.29, and 1.75%, respectively.</p>
</sec>
<sec id="s3-6">
<title>Microbial compositions of the rhizosphere soil at the species level</title>
<p>In terms of the community composition of the rhizosphere soil of wheat, the top 10 species with the highest proportions were determined, and the levels ranged from high to low, including <italic>M. agarilyticum</italic>, <italic>H. cupida</italic>, <italic>A. sediminum</italic>, <italic>S. salsuginis</italic>, <italic>H. ventosae</italic>, <italic>Confluentibacter</italic> sp018883545, <italic>Thalassospira xianhensis</italic>, <italic>Cellvibrio</italic> sp002162135, <italic>Thalassospira lucentensis A</italic>, and <italic>M. koreense</italic> (<xref ref-type="fig" rid="F3">Figure 3C</xref>). Among them, <italic>Marinimicrobium agarilyticum</italic> was the dominant species in the rhizosphere soil of wheat seedlings in all treatment samples, with an average relative abundance of 3.28% in the three parallel samples, whereas the average proportions of the other species <italic>Halomonas cupida</italic>, <italic>Aquamicrobium sediminum</italic>, <italic>Saccharospirillum salsuginis</italic>, <italic>Halomonas ventosae</italic>, <italic>Confluentibacter</italic> sp018883545, <italic>T</italic>. <italic>xianhensis</italic>, <italic>Cellvibrio</italic> sp002162135, <italic>T</italic>. <italic>lucentensis A</italic>, and <italic>Marinimicrobium koreense</italic> were 2.79, 1.98, 1.92, 1.62, 1.60, 1.58, 1.49, 1.22, and 1.20%, respectively.</p>
<p>Bacterial numbers for the added species were also determined (<xref ref-type="fig" rid="F3">Figure 3D</xref>). The species <italic>K. dechangensis</italic> 5&#x2013;33, <italic>R. aquimaris</italic> S-3, <italic>B. subtilis</italic> BJYX, and <italic>B. velezensis</italic> G51-1 ultimately colonized the rhizosphere soil of wheat seedlings at a ratio of 275:63:5:1. This suggests that these four species have a high affinity for the wheat rhizosphere microenvironment.</p>
</sec>
<sec id="s3-7">
<title>Effects of the selected microbial community on wheat seedlings using raw saline-alkali soil</title>
<p>To verify that the self-selected microflora in the wheat rhizosphere microenvironment has better saline-alkali resistance and growth-promoting effects on wheat seedlings, pot experiments using raw saline-alkali soil were conducted, with a control group and six treatment groups. The six treatment groups comprised four single-strain treatments (strains 5-33, S-3, BJYX, and G51-1), a mixed treatment with an equal proportion of the four selected strains (MBE group), and a mixed treatment with a self-selected proportion (selected by wheat seedling) of the four selected strains (MB group).</p>
<p>The physiological plant heights of wheat seedlings cultivated for 7 and 21&#xa0;days after the strains were added are shown in <xref ref-type="fig" rid="F4">Figure 4A</xref>. For all six treatment groups, the physiological plant heights were all greater than those of the control group. Compared with those of the control group, the physiological plant heights of the 5-33, BJYX, G51-1, S-3, MB, and MBE treatment groups were increased by 21.01, 24.23, 19.89, 23.70, 17.28, and 19.45%, respectively, at 7&#xa0;days (<xref ref-type="fig" rid="F4">Figure 4A</xref>). After the wheat seedlings were cultivated for 21 days, compared to those in the control group, the physiological heights in the 5-33, BJYX, G51-1, S-3, MB, and MBE treatment groups were increased by 8.86, 13.72, 14.49, 11.95, 27.39 (<italic>p</italic> &#x3c; 0.01), and 15.92%, respectively (<xref ref-type="fig" rid="F4">Figure 4B</xref>); the aboveground fresh weights of the 5-33, BJYX, G51-1, S-3, MB, and MBE treatment groups were increased by 125.06% (<italic>p</italic> &#x3c; 0.01), 119.12% (<italic>p</italic> &#x3c; 0.01), 136.76% (<italic>p</italic> &#x3c; 0.01), 110.82% (<italic>p</italic> &#x3c; 0.05), 147.33% (<italic>p</italic> &#x3c; 0.01), and 109.91% (<italic>p</italic> &#x3c; 0.05), respectively (<xref ref-type="fig" rid="F4">Figure 4C</xref>); the aboveground dry weights of the 5-33, BJYX, G51-1, S-3, MB, and MBE treatment groups were increased by 162.09% (<italic>p</italic> &#x3c; 0.01), 155.52% (<italic>p</italic> &#x3c; 0.01), 173.02% (<italic>p</italic> &#x3c; 0.01), 123.01% (<italic>p</italic> &#x3c; 0.05), 194.86% (<italic>p</italic> &#x3c; 0.01), and 146.61%(<italic>p</italic> &#x3c; 0.05), respectively (<xref ref-type="fig" rid="F4">Figure 4D</xref>); the underground fresh weights of the 5-33, BJYX, G51-1, S-3, MB, and MBE treatment groups were increased by 203.12% (<italic>p</italic> &#x3c; 0.01), 198.31% (<italic>p</italic> &#x3c; 0.01), 213.19% (<italic>p</italic> &#x3c; 0.01), 159.27% (<italic>p</italic> &#x3c; 0.05), 282.98% (<italic>p</italic> &#x3c; 0.01), and 112.92%, respectively (<xref ref-type="fig" rid="F4">Figure 4E</xref>); and the underground dry weights of the 5-33, BJYX, G51-1, S-3, MB, and MBE treatment groups were increased by 144.77%, 140.69%, 131.39%, 91.28%, 218.60% (<italic>p</italic> &#x3c; 0.01), and 161.63% (<italic>p</italic> &#x3c; 0.05), respectively (<xref ref-type="fig" rid="F4">Figure 4F</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Agronomic traits of wheat seedlings under different treatment conditions. When the wheat sprouted, the strain inoculants were added, and then, the plants were watered every 2&#xa0;days with 30&#xa0;mL of water. The heights of the wheat seedlings after 7&#xa0;days <bold>(A)</bold> and 21&#xa0;days <bold>(B)</bold> were recorded. The fresh weights of the aboveground parts <bold>(C)</bold> and the underground parts <bold>(D)</bold>, the dry weights of the aboveground parts <bold>(E)</bold> and the underground parts <bold>(F)</bold> after drying for 48&#xa0;h, the complete wheat seedlings <bold>(G)</bold>, and the roots of the wheat seedlings <bold>(H)</bold> after 21&#xa0;days of growth are displayed. &#x201c;MB&#x201d; represents the self-selected mixed bacteria, and &#x201c;MBE&#x201d; represents the mixed bacteria of the selected strains based on an equal proportion. Each group was subjected to 3&#x2013;5 biological treatments. The averages of the data are presented. Error bars represent the standard deviations of the averages. &#x2a;: <italic>p</italic> &#x3c; 0.05, significant; &#x2a;&#x2a;: <italic>p</italic> &#x3c; 0.01, highly significant.</p>
</caption>
<graphic xlink:href="fbioe-12-1464195-g004.tif"/>
</fig>
<p>An observation of wheat seedlings with different treatments (<xref ref-type="fig" rid="F4">Figure 4G</xref>) and root scanning (<xref ref-type="fig" rid="F4">Figure 4H</xref>) revealed that wheat seedlings treated with the inoculants of the strains showed better growth compared to the control, and various root indicators were increased by different degrees compared to those in the control group (<xref ref-type="table" rid="T1">Table 1</xref>). Especially in the MB treatment group, compared to those in the control group, all agronomic trait data were optimal. Therefore, the <italic>in situ</italic> self-selected strain treatment had a better promoting effect on wheat in response to saline-alkali stress than the single-strain treatment and equal-proportion treatment.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Statistics of wheat root growth scanning indexes under different treatments.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Application group</th>
<th align="center">Total length/cm</th>
<th align="center">Total root surface area/cm<sup>2</sup>
</th>
<th align="center">Root total volume/cm<sup>3</sup>
</th>
<th align="center">Connection number</th>
<th align="center">Apical number</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">CK</td>
<td align="center">100.12 &#xb1; 8.81</td>
<td align="center">6.91 &#xb1; 0.90</td>
<td align="center">0.06 &#x2b; 0.04</td>
<td align="center">824.00 &#xb1; 173.00</td>
<td align="center">167.00 &#xb1; 9.00</td>
</tr>
<tr>
<td align="center">5-33</td>
<td align="center">173.53 &#xb1; 75.86</td>
<td align="center">14.20 &#xb1; 7.60</td>
<td align="center">0.15 &#xb1; 0.03</td>
<td align="center">1790.00 &#xb1; 290.00</td>
<td align="center">334.00 &#xb1; 70.00</td>
</tr>
<tr>
<td align="center">BJYX</td>
<td align="center">249.21 &#xb1; 17.56</td>
<td align="center">21.40 &#xb1; 3.80</td>
<td align="center">0.19 &#xb1; 0.11</td>
<td align="center">2105.00 &#xb1; 259.00</td>
<td align="center">449.00 &#xb1; 0.51.00</td>
</tr>
<tr>
<td align="center">G51-1</td>
<td align="center">218.17 &#xb1; 38.29</td>
<td align="center">19.90 &#xb1; 1.80</td>
<td align="center">0.32 &#xb1; 0.06</td>
<td align="center">1886.00 &#xb1; 422.67</td>
<td align="center">497.00 &#xb1; 84.00</td>
</tr>
<tr>
<td align="center">S-3</td>
<td align="center">199.28 &#xb1; 36.69</td>
<td align="center">14.40 &#xb1; 8.30</td>
<td align="center">0.12 &#xb1; 0.02</td>
<td align="center">1947.00 &#xb1; 478.61</td>
<td align="center">330.00 &#xb1; 13.00</td>
</tr>
<tr>
<td align="center">MB</td>
<td align="center">262.76 &#xb1; 56.58</td>
<td align="center">32.40 &#xb1; 1.60</td>
<td align="center">0.51 &#xb1; 0.11</td>
<td align="center">2617.00 &#xb1; 141.00</td>
<td align="center">297.00 &#xb1; 52.00</td>
</tr>
<tr>
<td align="center">MBE</td>
<td align="center">200.51 &#xb1; 14.09</td>
<td align="center">16.30 &#xb1; 2.40</td>
<td align="center">0.41 &#xb1; 0.12</td>
<td align="center">1914.00 &#xb1; 478.00</td>
<td align="center">452.00 &#xb1; 13.00</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The enzyme activities of the leaves and roots of wheat seedlings were further determined (<xref ref-type="fig" rid="F5">Figure 5</xref>). In the wheat leaves, compared with those in the control group, the activities of SOD in the BJYX, G51&#x2013;1, MB, and MBE treatment groups were increased by 16.99, 27.85, 68.38, and 23.34%, respectively (<xref ref-type="fig" rid="F5">Figure 5A</xref>). Peroxidase (POD) activities in the leaves of the 5-33, BJYX, G51-1, S-3, MB, and MBE groups were increased by 7.87, 11.96, 19.73, 9.61, 55.42, and 66.14%, respectively (<xref ref-type="fig" rid="F5">Figure 5B</xref>). The concentrations of MDA in the leaves of the 5-33, BJYX, G51-1, S-3, MB, and MBE treatment groups were reduced by 12.48, 3.01, 5.83, 6.43, 1.74, and 5.85%, respectively (<xref ref-type="fig" rid="F5">Figure 5C</xref>). In the root systems of wheat, compared with those in the control group, the activities of SOD in the 5-33, BJYX, G51-1, S-3, MB, and MBE treatment groups were decreased by 55.02% (<italic>p</italic> &#x3c; 0.05), 37.85%, 53.03% (<italic>p</italic> &#x3c; 0.05), 36.31%, 43.03%, and 49.95% (<italic>p</italic> &#x3c; 0.05), respectively (<xref ref-type="fig" rid="F5">Figure 5D</xref>), whereas POD activities were increased by 38.95%, 86.05%, 53.30%, 119.25% (<italic>p</italic> &#x3c; 0.05), 95.79% (<italic>p</italic> &#x3c; 0.05), and 99.32% (<italic>p</italic> &#x3c; 0.05), respectively (<xref ref-type="fig" rid="F5">Figure 5E</xref>). The concentrations of MDA in the roots of the 5-33, BJYX, G51-1, S-3, MB, and MBE treatment groups were decreased by 15.60, 8.51, 1.42, 12.05, 9.22, and 4.96%, respectively (<xref ref-type="fig" rid="F5">Figure 5F</xref>). Moreover, root peroxidase activities in the BJYX, G51-1, S-3, MB, and MBE treatment groups were increased by 107.14, 29.59, 46.05, 111.51, 120.84% (<italic>p</italic> &#x3c; 0.05), respectively (<xref ref-type="fig" rid="F5">Figure 5G</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Determination of enzyme activities in wheat leaves and roots treated with MBE, MB, 5-33, BJYX, G51-1, and S-3. The wheat leaves that were subjected to different treatments were selected and ground to determine SOD enzyme activity <bold>(A)</bold>, POD enzyme activity <bold>(B)</bold>, and the concentration of MDA <bold>(C)</bold>. After cleaning, wheat roots were ground and filtered to determine the corresponding root SOD enzyme activity <bold>(D)</bold>, POD enzyme activity <bold>(E)</bold>, MDA concentration <bold>(F)</bold>, and CAT enzyme activity <bold>(G)</bold>. &#x201c;MB&#x201d; represents the self-selected mixed bacteria, and &#x201c;MBE&#x201d; represents the mixed bacteria based on an equal proportion. Each group was subjected to 3&#x2013;5 biological treatments. The averages of the data are presented. Error bars represent the standard deviations of the averages. &#x2a;: <italic>p</italic> &#x3c; 0.05, significant; &#x2a;&#x2a;: <italic>p</italic> &#x3c; 0.01, highly significant.</p>
</caption>
<graphic xlink:href="fbioe-12-1464195-g005.tif"/>
</fig>
<p>The activities of acid phosphatase, neutral phosphatase, and alkaline phosphatase in the rhizosphere and non-rhizosphere soils of different groups were also determined (<xref ref-type="fig" rid="F6">Figure 6</xref>). The rhizosphere soils generally had higher levels of all three phosphatase enzymes than the non-rhizosphere soils. Compared with those in the control group, the activities of acid phosphatase in the rhizosphere soil of 5&#x2013;33-, BJYX-, G51-1-, and S-3-treated groups were decreased by 59.43, 56.37, 12.90, and 22.10%, respectively (<xref ref-type="fig" rid="F6">Figure 6A</xref>). Meanwhile, the rhizospheric acid phosphatase activities in the MB and MBE treatment groups were increased by 61.39% and 25.96%, respectively, compared with those in the control group (<xref ref-type="fig" rid="F6">Figure 6A</xref>). The neutral phosphatase activities in the rhizosphere soils of the 5-33, BJYX, G51-1, S-3, MB, and MBE treatment groups were increased by 233.42%, 176.13%, 138.19%, 79.57%, 393.90% (<italic>p</italic> &#x3c; 0.1), and 142.97%, respectively (<xref ref-type="fig" rid="F6">Figure 6B</xref>). However, the root alkaline phosphatase activities in the BJYX, G51-1, S-3, and MBE groups were decreased by 14.12, 34.15, 49.94, and 8.55%, respectively (<xref ref-type="fig" rid="F6">Figure 6C</xref>). Meanwhile, those in the MB and 5-33 treatment groups were increased by 13.24% and 11.15%, respectively.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Determination of enzyme activities in the saline-alkaline soil during wheat seedling growth. The activities of acid phosphatase <bold>(A)</bold>, alkaline phosphatase <bold>(B)</bold>, neutral phosphatase <bold>(C)</bold>, peroxidase <bold>(D)</bold>, sucrase <bold>(E)</bold>, and urease <bold>(F)</bold> in the rhizosphere soil of wheat seedlings after 21&#xa0;days of growth under different treatment conditions and those in the non-rhizosphere soil not treated with the strains were determined. &#x201c;MB&#x201d; represents the self-selected mixed bacteria, and &#x201c;MBE&#x201d; represents the mixed bacteria based on an equal proportion. &#x201c;NR&#x201d; represents the non-rhizosphere soil for &#x201c;CK&#x201d;. Each group was subjected to 3&#x2013;5 biological treatments. The averages of the data are presented. Error bars represent the standard deviations of the averages. &#x2a;: <italic>p</italic> &#x3c; 0.05 significant; &#x2a;&#x2a;: <italic>p</italic> &#x3c; 0.01 highly significant.</p>
</caption>
<graphic xlink:href="fbioe-12-1464195-g006.tif"/>
</fig>
<p>In the saline-alkali stress environment, the effects of microbial agents on the activities of soil catalase, sucrase, and urease were simultaneously determined (<xref ref-type="fig" rid="F6">Figure 6</xref>). The rhizosphere soil had higher levels of catalase, sucrase, and urease activities than the non-rhizosphere soil. The catalase activities in the 5-33, BJYX, G51-1, S-3, MB, and MBE treatment groups were all decreased, by 11.06%, 28.27% (<italic>p</italic> &#x3c; 0.01), 33.71% (<italic>p</italic> &#x3c; 0.01), 31.82% (<italic>p</italic> &#x3c; 0.01), 17.15% (<italic>p</italic> &#x3c; 0.05), and 23.89% (<italic>p</italic> &#x3c; 0.01), respectively (<xref ref-type="fig" rid="F6">Figure 6D</xref>). Meanwhile, cellulase activities in the 5-33, BJYX, G51-1, S-3, MB, and MBE treatment groups were decreased by 26.83% (<italic>p</italic> &#x3c; 0.01), 23.88% (<italic>p</italic> &#x3c; 0.01), 24.30% (<italic>p</italic> &#x3c; 0.01), 27.36% (<italic>p</italic> &#x3c; 0.01), 27.56% (<italic>p</italic> &#x3c; 0.01), and 26.85% (<italic>p</italic> &#x3c; 0.01), respectively (<xref ref-type="fig" rid="F6">Figure 6E</xref>). Further, the 5-33, G51-1, S-3, and MB treatment groups exhibited increased urease activities by 16.91, 4.54, 7.05, and 12.66%, respectively. Compared to those in the control group, urease activities in the BJYX and MBE treatment groups were decreased by 52.49% and 3.92%, respectively (<xref ref-type="fig" rid="F6">Figure 6F</xref>).</p>
<p>Besides, the application of microbial agents could improve the germination indicators of wheat seeds under saline-alkali stress to varying degrees (<xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). The germination potentials (GP) in the treatment groups of 5&#x2013;33, G51-1, S-3, MB, and MBE were increased by 6.66, 4.44, 6.66, 10.00, and 10.00%, respectively. The increase of the germination index indicated that the application of microbial agents significantly alleviated the inhibitory effect of saline-alkali stress on the germination of wheat seeds.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Wheat is a major staple crop worldwide, and climate and land changes greatly affect its quality and yield (<xref ref-type="bibr" rid="B29">Qiao et al., 2022</xref>). The soil salinization of cultivated land is one important environmental factor that limits wheat production (<xref ref-type="bibr" rid="B49">Yuan et al., 2022</xref>). Saline-alkali soil accumulates excessive salt, leading to high osmotic pressure and ion toxicity, inhibiting photosynthesis in wheat plants. In addition, soil compaction caused by salinization restricts nutrient absorption, metabolism, and root growth, thereby hindering the growth and development of wheat plants (<xref ref-type="bibr" rid="B16">Garcia-Lemos et al., 2020</xref>; <xref ref-type="bibr" rid="B50">Yuan et al., 2016</xref>). Therefore, the management of saline-alkali land is not only important for alleviating negative environmental effects but is also crucial for ensuring the long-term sustainable development of wheat agriculture (<xref ref-type="bibr" rid="B15">Gao et al., 2016</xref>). Currently, the most commonly used method for the reclamation of saline-alkali land for wheat growth is drip irrigation scheduling, and multi-level drip irrigation is used to establish vegetation in saline-alkali soil (<xref ref-type="bibr" rid="B10">Dong Q. et al., 2022</xref>). However, this requires a long-term comprehensive understanding of the water and salt dynamics under drip irrigation, which requires much work and consumes a large amount of resources.</p>
<p>The development of microbial agents has good prospects for the restoration of saline-alkali land. Applying the JC-K3 bacterial agent increases the biomass accumulation of wheat seedlings under salt stress and fungal community abundances in the rhizosphere soil of wheat seedlings (<xref ref-type="bibr" rid="B19">Ji et al., 2021</xref>). In this study, new strains were screened and identified from saline-alkali land, and three of them (<italic>R. aquimaris</italic> S-3, <italic>B. velezensis</italic> G51-1, and <italic>B. subtilis</italic> BJYX) were found to effectively colonize the wheat rhizosphere soil. <italic>Bacillus</italic> species have been defined as beneficial biocontrol bacteria that can promote plant growth with a certain salt tolerance level (<xref ref-type="bibr" rid="B40">Wang et al., 2020</xref>; <xref ref-type="bibr" rid="B56">Zhou et al., 2023</xref>). For example, a newly isolated strain, <italic>B. subtilis</italic> YB-15, significantly inhibits <italic>Fusarium</italic> crown rot and promotes the growth of wheat seedlings (<xref ref-type="bibr" rid="B46">Xu et al., 2022</xref>); Moreover, Ali et al. isolated a salt-tolerant <italic>Bacillus</italic> NMTD17 strain from the Qinghai-Tibet Plateau and showed that this strain has potential to alleviate the effect of saline-alkali soil on crops and reshape rhizosphere bacterial communities (<xref ref-type="bibr" rid="B3">Ali et al., 2022</xref>).</p>
<p>To overcome the limitations of saline-alkali land for wheat production, finding new sustainable types of high-affinity specific compound microbial agents is urgent to address the current problem. Secretion by plant roots can provide nutrients for beneficial microorganisms. According to the different types of plant secretions, the enriched microbial communities also vary (<xref ref-type="bibr" rid="B9">Ding et al., 2021</xref>). Accordingly, plant self-selection comprises the autonomous selection of suitable microbial communities based on the needs of plant roots to find the optimal microbial treatment group and increase plant yields. In this study, the <italic>in situ</italic> self-selection method was used for wheat plants in saline-alkali soil, and the self-selection <italic>K. dechangensis</italic> 5&#x2013;33:<italic>R. aquimaris</italic> S-3:<italic>B. subtilis</italic> BJYX:<italic>B. velezensis</italic> G51-1 ratio, based on root zone metagenomic sequencing technology, was determined to be 275:63:5:1 (<xref ref-type="fig" rid="F3">Figure 3</xref>). By adding the composite microbial agent based on this self-selection, the physiological plant height, aboveground and underground fresh weights, and aboveground and underground dry weights of wheat seedlings at 21&#xa0;days of growth were significantly increased (<xref ref-type="fig" rid="F4">Figure 4</xref>), and each strain was found to promote the growth of wheat plants to varying degrees. This novel combination of microbial agents associated with wheat has good environmental applicability, results in the formation of effective microbial colonies, and exhibits interactions with the environment, showing great potential for the bioremediation of saline-alkali soils.</p>
<p>Soil enzyme activity is a biological indicator of soil ecological functions, is easily influenced by the biological properties of the soil and is an important indicator of changes in soil microbial activity (<xref ref-type="bibr" rid="B11">Dong Shi et al., 2022</xref>; <xref ref-type="bibr" rid="B55">Zhen et al., 2019</xref>). The application of microbial agents can affect the activities of soil enzymes, the pH, microbial biomass, and other parameters, thereby influencing the root systems of plants and promoting the growth of wheat plants (<xref ref-type="bibr" rid="B12">Duan et al., 2021</xref>; <xref ref-type="bibr" rid="B38">Wang and Jiao, 2022</xref>). This study demonstrated that applying the composite bacterial agent, based on self-selection, during the growth of wheat plants can increase the activities of neutral phosphatase and urease in the rhizosphere saline-alkali soil to activate soil nutrients while reducing catalase and sucrase activities (<xref ref-type="fig" rid="F6">Figure 6</xref>). Moreover, the addition of this high-affinity composite bacterial agent could significantly improve the physicochemical properties and soil enzyme activities of the wheat rhizosphere in saline-alkali soil. Specifically, POD activity in wheat leaves and roots treated with the compound microbial agent was increased, whereas the MDA content was decreased. The SOD activity in the leaves and the CAT activity in the wheat roots also showed significant increases (<xref ref-type="fig" rid="F5">Figure 5</xref>). The increase in the POD, SOD, and CAT activities would effectively reduce the stress of the saline-alkali soil on wheat plants, especially alleviating damage to their root systems (<xref ref-type="fig" rid="F4">Figure 4G</xref>). The decrease in the MDA content would also alleviate this stress.</p>
<p>The rhizosphere microenvironment is the critical area of interactions among plants, the soil, and microorganisms (<xref ref-type="bibr" rid="B2">Ajilogba et al., 2022</xref>). Wheat plants can communicate with soil microorganisms through root exudates (<xref ref-type="bibr" rid="B37">Usyskin-Tonne et al., 2021</xref>), triggering a series of biochemical reactions, and this process helps to improve the soil structure and environment through the selection of advantageous microbial communities, ultimately promoting the growth and development of wheat plants. As reported, there are various interactions between saline-tolerant microorganisms and wheat seedlings under multi-factor stress, which affect the metabolism and absorption of wheat seedlings; Meanwhile, wheat seedlings tend to invest more in rhizosphere microorganisms and receive more benefits from them under adverse than favorable soil conditions (<xref ref-type="bibr" rid="B1">Aghili et al., 2014</xref>; <xref ref-type="bibr" rid="B51">Zhang et al., 2024</xref>). In our study, the composite microbial agent, selected <italic>in situ</italic> from the saline-alkali soil of wheat seedlings, was precisely chosen during the growth and development of wheat seedlings, and its combined activity had a positive and stable promoting effect (<xref ref-type="fig" rid="F7">Figure 7</xref>). By identifying strains through self-selection using wheat seedlings, it is possible to further explore the strains that can help maintain the beneficial growth of wheat seedlings, providing a solid foundation for the screening of beneficial rhizosphere-promoting strains.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Schematic diagram of the construction of a new type of microbial agent combination (MB) for wheat seedlings. The added and finally selected strains are noted.</p>
</caption>
<graphic xlink:href="fbioe-12-1464195-g007.tif"/>
</fig>
<p>In summary, in this study, multiple saline-alkali-tolerant and plant-growth-promoting rhizobacterial strains were screened from raw saline-alkali soil. Through <italic>in situ</italic> selection experiments using wheat seedlings in saline-alkali soil and soil metagenomic analyses, a specialized and high-affinity bacterial agent (MB), suitable for wheat growth under saline-alkali stress, was developed. This study provides microbial resources and a theoretical basis to promote plant growth and development and alleviate saline-alkali stress on plants. This study also suggests a sustainable approach for the improvement and utilization of saline-alkali soil environments.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<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 in the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>.</p>
</sec>
<sec sec-type="author-contributions" id="s6">
<title>Author contributions</title>
<p>ML: Data curation, Formal Analysis, Investigation, Methodology, Writing&#x2013;original draft. WL: Conceptualization, Data curation, Investigation, Supervision, Writing&#x2013;review and editing. CuW: Investigation, Software, Validation, Writing&#x2013;review and editing. LJ: Funding acquisition, Project administration, Resources, Writing&#x2013;review and editing. KH: Data curation, Formal Analysis, Writing&#x2013;review and editing. JG: Investigation, Writing&#x2013;review and editing. SD: Methodology, Writing&#x2013;review and editing. HW: Funding acquisition, Visualization, Writing&#x2013;review and editing. XZ: Funding acquisition, Project administration, Resources, Writing&#x2013;review and editing. BD: Resources, Writing&#x2013;review and editing. KL: Formal Analysis, Writing&#x2013;review and editing. JJ: Funding acquisition, Writing&#x2013;review and editing. CeW: Funding acquisition, Methodology, Writing&#x2013;original draft, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s7">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was funded by Shandong Provincial Key Research and Development Program (Boost Plan for Rural Vitalization Science and Technology Innovation) (No. 2023TZXD003), the National Natural Science Foundation of China (32170133, 31700094, U23A20143, and 32070031), Shandong Provincial Key Research and Development Program (Major Science and Technology Innovation Project) - Boost Plan for Rural Vitalization Science and Technology Innovation (No. 2021TZXD001), State Key Laboratory for Managing Biotic and Chemical Treats to the Quality and Safety of Agro-products (No. 2021DG700024-KF202314), and the State Key Laboratory of Microbial Technology Open Projects Fund (No. M2023-11).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fbioe.2024.1464195/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fbioe.2024.1464195/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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