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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Genet.</journal-id>
<journal-title>Frontiers in Genetics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Genet.</abbrev-journal-title>
<issn pub-type="epub">1664-8021</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
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<article-meta>
<article-id pub-id-type="publisher-id">1485895</article-id>
<article-id pub-id-type="doi">10.3389/fgene.2024.1485895</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Genetics</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: Microbial OMICS, an asset to accelerate sustainability in agricultural and environmental microbiology</article-title>
<alt-title alt-title-type="left-running-head">Z&#xe9;z&#xe9; and Hijri</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fgene.2024.1485895">10.3389/fgene.2024.1485895</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Z&#xe9;z&#xe9;</surname>
<given-names>Adolphe</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/346157/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hijri</surname>
<given-names>Mohamed</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/244954/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
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<aff id="aff1">
<sup>1</sup>
<institution>Laboratoire de Microbiologie, Biotechnologies et Bioinformatique</institution>, <institution>Unit&#xe9; Mixte de Recherche et d&#x2019;Innovation Sciences Agronomiques et Proc&#xe9;d&#xe9;s de Transformation</institution>, <institution>Institut National Polytechnique F&#xe9;lix-Houphouet-Boigny</institution>, <addr-line>Yamoussoukro</addr-line>, <country>C&#xf4;te d&#x2019;Ivoire</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>D&#x00e9;partement de Sciences Biologiques, Institut de Recherche en Biologie V&#x00e9;g&#x00e9;tale, Universit&#x00e9; de Montr&#x00e9;al</institution>, <addr-line>Montr&#xe9;al</addr-line>, <addr-line>QC</addr-line>, <country>Canada</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>African Genome Center</institution>, <institution>University Mohammed VI Polytechnic (UM6P)</institution>, <addr-line>Ben Guerir</addr-line>, <country>Morocco</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited and reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/103148/overview">Samuel A. Cushman</ext-link>, United States Department of Agriculture, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Adolphe Z&#xe9;z&#xe9;, <email>adolphe.zeze@inphb.ci</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>10</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1485895</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>08</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>10</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Z&#xe9;z&#xe9; and Hijri.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Z&#xe9;z&#xe9; and Hijri</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<related-article id="RA1" related-article-type="commentary-article" journal-id="Front. Genet." xlink:href="https://www.frontiersin.org/researchtopic/54203" ext-link-type="uri">Editorial on the Research Topic <article-title>Microbial OMICS, an asset to accelerate sustainability in agricultural and environmental microbiology</article-title> </related-article>
<kwd-group>
<kwd>microbial omics</kwd>
<kwd>biomarkers</kwd>
<kwd>next-generation sequencing</kwd>
<kwd>ecosystems services</kwd>
<kwd>agricultural and environmental biotechnology</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Evolutionary and Population Genetics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<p>Microorganisms provide numerous ecosystem services to humans, allowing natural systems to benefit from a genetic reservoir essential for their fundamental functioning and sustainability (<xref ref-type="bibr" rid="B10">Rodrigues-Filho et al., 2023</xref>). They also play pivotal roles in the functioning of global ecosystems (<xref ref-type="bibr" rid="B7">Li et al., 2023</xref>; <xref ref-type="bibr" rid="B8">Liu et al., 2019</xref>). The advancement of microbial OMICS has enabled accurate elucidation of microbial functions across diverse ecosystems (<xref ref-type="bibr" rid="B6">Kaur et al., 2023</xref>), resulting in the identification and characterization of numerous provisioning services, biological processes, and supporting services (<xref ref-type="bibr" rid="B1">Beale et al., 2022</xref>). Moreover, microbial OMICS research has contributed to the advancement of applied biotechnologies and innovations in domains such as food security, agriculture, aquaculture, human health, animal health, and environmental protection (<xref ref-type="bibr" rid="B11">Su et al., 2024</xref>; <xref ref-type="bibr" rid="B9">Natnan et al., 2021</xref>; <xref ref-type="bibr" rid="B3">Chen et al., 2023</xref>; <xref ref-type="bibr" rid="B4">Goossens et al., 2022</xref>). The knowledge generated by microbial OMICS technologies, along with the development of related applied biotechnology, represents significant progress in sustainable agriculture and environmental management (<xref ref-type="bibr" rid="B5">Hijri, 2023</xref>).</p>
<p>The use of OMICS technologies enables the monitoring of soil health and productivity within agroecosystems. It has been reported that the utilization of specific microbes within agroecosystems, along with the type of soil management, can influence soil microbial community structure and function, consequently impacting soil health and crop productivity (<xref ref-type="bibr" rid="B2">Bertola et al., 2021</xref>). In a review, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fgene.2023.1276003">Adedayo and Babalola</ext-link> highlighted the significance of plant genomics in promoting the bioeconomy and the potential offered by advances in plant breeding techniques. Along with persisting challenges of underdevelopment and shifts in average weather conditions, the issue of food scarcity remains unresolved. Consequently, advances in crop production offer potential solutions to tackle these challenges. Furthermore, their review discussed the benefits of beneficial microbes in promoting crop growth and outlined the use of OMICS techniques to characterize plant-microbe interactions (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>An overview of studies investigating plant-microbe interactions in soybean, a model crop, illustrating plant microbiota and microbial functions enabled by OMICS technologies. (Generated using <ext-link ext-link-type="uri" xlink:href="http://BioRender.com">BioRender.com</ext-link>).</p>
</caption>
<graphic xlink:href="fgene-15-1485895-g001.tif"/>
</fig>
<p>Using 16S rRNA gene metabarcoding targeting bacterial communities, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fgene.2023.1251695">Duan et al.</ext-link> demonstrated that the cultivation of <italic>Morchella esculenta</italic> in fallow paddy fields and drylands can alter the diversity of soil bacteria, affecting soil health and rice productivity. Their findings suggested that <italic>M. esculenta</italic> cultivation may enhance bioavailability of soil phosphorus and potassium in paddy fields, and potassium in dryland soil. <italic>M. esculenta</italic> cultivation had a modest impact on alpha diversity, and it influenced the abundance of certain genera of soil bacteria. Their functional annotation analysis indicated that <italic>M. esculenta</italic> cultivation might reduce methane production potential in paddy field soil and enhance nitrogen cycling in dryland soil. They performed a network analysis and correlation analysis, which revealed that <italic>Gemmatimonas, Bryobacter</italic>, and <italic>Anaeromyxobacter</italic> were key bacterial genera regulating soil chemical properties in paddy field soil under <italic>M. esculenta</italic> cultivation, while <italic>Bryobacter, Bacillus, Streptomyces</italic>, and <italic>Paenarthrobacter</italic> were key taxa associated with potassium accumulation in dryland soil.</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2023.1285445">Arunrat et al.</ext-link> compared the variability of soil bacterial communities in maize monoculture and the fallow phase of rotational shifting cultivation fields in Northern Thailand. They selected a continuous 5-year fallow field (CF-5Y) and a continuous 5-year maize cultivation field (M-5Y) with similar microclimate, topography, and duration of field activities. Soil samples were collected from the surface layer at both sites every 3&#xa0;months for 1&#xa0;year. Analysis of soil bacterial diversity and composition was conducted using 16S rRNA gene amplicon sequencing. They observed that CF-5Y soil maintained greater stability in bacterial richness and diversity across seasons than M-5Y soil. Notably, fertilization and tillage practices in M-5Y were found to enhance both the diversity and richness of soil bacteria. The study concluded that changes in soil bacterial diversity may result from multifactorial conditions such as land management practices, soil physicochemical properties, weather conditions, and vegetation cover (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2023.1285445">Arunrat et al.</ext-link>).</p>
<p>Another finding relates to how soil health and crop productivity can be impacted by organic amendment into plant-fungus intercropping systems. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2023.1193990">Duan et al.</ext-link> assessed the impact of bagasse amendment in a sugarcane - <italic>Dictyophora indusiata</italic> intercropping system on soil health through a field experiment comprising three treatments: bagasse amendment alone, (2) sugarcane amended with bagasse, and the control. Soil chemistry, soil bacterial and fungal diversity using amplicon sequencing, and metabolite composition were analyzed to elucidate the mechanisms underlying the effects of this intercropping system on soil properties. Soil chemistry analyses revealed higher levels of several soil nutrients such as nitrogen and phosphorus in the bagasse application compared to the control. Bacterial diversity was greater in the bagasse application than other treatments, while fungal diversity was lower in the bagasse-amended sugarcane than in other treatments. Soil metabolome analysis revealed significantly lower abundance of carbohydrate metabolites in the bagasse application compared to the control and the bagasse-amended sugarcane. They suggested that the sugarcane amended with bagasse can improve soil health in this intercropping system.</p>
<p>Two studies on microbial genome sequencing revealed new species. A <italic>Bradyrhizobium</italic>. isolated from polluted sediments of a lake in China was identified as a new free-living species <italic>Bradyrhizobium roseum</italic> (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2023.1295854">Zhang et al.</ext-link>). <italic>B. roseum</italic> displays considerable heterogeneity, exhibiting several functional distinctions from previously described <italic>Bradyrhizobium</italic> genomes. Another study reported a new endophytic fungus, <italic>Cladosporium angulosum</italic>, harboring N uptake-related genes with the potential to enhance plant growth (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2023.1287582">Yang et al.</ext-link>).</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2023.1220655">Amon et al.</ext-link> utilized 16S rRNA gene analyses to explore bacterial biogeography and ecosystem services in soils of C&#xf4;te d&#x2019;Ivoire. Within bacterial communities comprising 48 phyla, 92 classes, 152 orders, 356 families, and 1,234 genera in C&#xf4;te d&#x2019;Ivoire soils, a core bacteriobiome was identified. The distribution of the core genera, along with the 10 major phyla, was influenced by environmental factors including latitude, and soil pH, Al, and K. The predominant distribution pattern observed for the core bacteriobiome was vegetation-independent. Concerning predicted functions, all core bacterial taxa were implicated in assimilatory sulfate reduction, while atmospheric dinitrogen (N<sub>2</sub>) reduction was exclusively associated with the genus <italic>Bradyrhizobium</italic>.</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2023.1181376">Carroll et al.</ext-link> employed phylogenomic and comparative genomics to characterize the population structure and functional potential of 110 <italic>Micrococcus</italic> strains, comprising 104 publicly available genomes and six individuals isolated from South Africa. In terms of functional potential, genes for antimicrobial compounds, including macrolides, beta-lactams, and aminoglycosides (in 81, 61, and 44 of 110 genomes, respectively), were identified across <italic>Micrococcus</italic> genomes. Genome-wide analyses enabled <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2023.1196747">Ma et al.</ext-link> to understand variation in <italic>Mycoplasma gallisepticum</italic>, one of the primary causative agents of chronic respiratory diseases in poultry. It was revealed that the intensity of <italic>M. gallisepticum</italic> biofilm formation strongly correlates with chronic infection, and strains with stronger biofilm-forming abilities exhibit reduced sensitivity to 17 tested antibiotics. Putative key genes associated with biofilm formation, identified through genome-wide analysis of two strains with contrasting biofilm formation, included ManB, oppA, oppD, PDH, eno, RelA, msbA, deoA, gapA, rpoS, Adhesin P1 precursor, S-adenosine methionine synthetase, and methionyl tRNA synthetase.</p>
<p>Two investigations underscored the significance of microbial OMICS in elucidating natural environmental microbiological processes. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fgene.2024.1352801">de Oliveira et al.</ext-link> utilized shotgun metagenomic sequencing data from water column samples to investigate the resistome and bacterial diversity of two small lakes in the Southern Pantanal region of Brazil. The Abobral lake displayed the highest diversity and abundance of antibiotic resistance genes, antibiotic resistance classes, phyla, and genera. RPOB2 was identified as the most abundant antibiotic resistance gene, and its associated resistance class was the most abundant class. Pseudomonadota emerged as the dominant phylum across all sites, with <italic>Streptomyces</italic> being the most prevalent genus. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2023.1260149">Ye et al.</ext-link> isolated a thermophilic <italic>Bacillus subtilis</italic> strain from nicotine waste that was resistant to nicotine and possessed high capability to degrade tobacco-derived organics. Whole-genome sequencing revealed that this <italic>B. subtilis</italic> strain also exhibited antibacterial properties, enabling its use in organic fertilizers capable of biological control.</p>
</body>
<back>
<sec id="s1">
<title>Author contributions</title>
<p>AZ: Conceptualization, Writing&#x2013;original draft, Writing&#x2013;review and editing. MH: Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s2">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<ack>
<p>We are grateful to the authors and reviewers who contributed to this Research Topic. We are also grateful for the help and contribution of the editorial board.</p>
</ack>
<sec sec-type="COI-statement" id="s3">
<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="s4">
<title>Publisher&#x2019;s note</title>
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</sec>
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