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<front>
<journal-meta>
<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>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2022.892726</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: Genomics and Metabolomics of Microbes in Fermented Food</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Barooah</surname> <given-names>Madhumita</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/603653/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Joshi</surname> <given-names>Santa Ram</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/397950/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Bahar</surname> <given-names>Bojlul</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1142173/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Agricultural Biotechnology, Assam Agricultural University</institution>, <addr-line>Jorhat</addr-line>, <country>India</country></aff>
<aff id="aff2"><sup>2</sup><institution>Biotechnology and Bioinformatics Department, North Eastern Hill University</institution>, <addr-line>Shillong</addr-line>, <country>India</country></aff>
<aff id="aff3"><sup>3</sup><institution>School of Sport and Health Sciences, University of Central Lancashire</institution>, <addr-line>Preston</addr-line>, <country>United Kingdom</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited and reviewed by: Aldo Corsetti, University of Teramo, Italy</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Madhumita Barooah <email>m.barooah&#x00040;aau.ac.in</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Food Microbiology, a section of the journal Frontiers in Microbiology</p></fn></author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>04</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>892726</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>03</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2022 Barooah, Joshi and Bahar.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Barooah, Joshi and Bahar</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license></permissions>
<related-article id="RA1" related-article-type="commentary-article" xlink:href="https://www.frontiersin.org/research-topics/17144/genomics-and-metabolomics-of-microbes-in-fermented-food" ext-link-type="uri">Editorial on the Research Topic <article-title>Genomics and Metabolomics of Microbes in Fermented Food</article-title></related-article> 
<kwd-group>
<kwd>omics technologies</kwd>
<kwd>fermented food</kwd>
<kwd>probiotics</kwd>
<kwd>amplicon sequencing</kwd>
<kwd>LC-MS</kwd>
</kwd-group>
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<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="3"/>
<page-count count="2"/>
<word-count count="1343"/>
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</front>
<body>
<p>Fermented foods and beverages have occupied an integral part of the human diet, with the earliest history dating back to 13,000 BC (Galimberti et al., <xref ref-type="bibr" rid="B1">2021</xref>). During the course of civilization, people have harnessed technical knowhow of food fermentation toward nutritional and health benefits, improved food safety, and organoleptic preferences (Johansen, <xref ref-type="bibr" rid="B2">2017</xref>). Historical evidences suggest that the evolution of fermentation practices was influenced by the properties of the raw materials and prevailing climatic conditions. In addition, the religious, cultural, social, and economic aspects of the local area also had impacts on those practices (Lohani et al., <xref ref-type="bibr" rid="B3">2007</xref>).</p>
<p>The emergence of omics technologies (amplicon sequencing, metagenomics, metatranscriptomics, metaproteomics, and metabolomics) has enabled the present-day researchers in adopting these technologies to redefine the food-based ecosystems. The recent development in omics approaches and affordability of the technologies has led to a paradigm shift in the food science. Use of machine learning and other advanced statistical approaches are extremely helpful in dissecting the fermentation processes and prediction of the metabolic consequences of a food microbial ecosystems (Galimberti et al., <xref ref-type="bibr" rid="B1">2021</xref>). In this edition a collection of omics-based research articles that focus on dissecting the microbial fermentation processes in some of the very important traditional fermented foods and beverages across the world is presented.</p>
<p>One of the world&#x00027;s ancient distilled alcoholic beverages is the Chinese liquor, which is characteristically obtained using <italic>Daqu</italic> fermentation starters. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2021.688981">Deng et al.</ext-link> assessed the microbial diversity in <italic>Daqu</italic>&#x02014;a traditionally prepared starter culture used for the fermentation of a traditional alcoholic beverage called <italic>Nongxiang Baijiu</italic>, and established the correlation between the microbial diversity and flavor compounds. In this study, a temporal metagenomics analysis uncovered the bacterial and fungal diversity associated to volatile production during the fermentation of Daqu (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2021.688981">Deng et al.</ext-link>). <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2021.636639">Li et al.</ext-link> evaluated the fungal community dynamics from six climatically varied Marselan-producing regions in China to establish their role in spontaneous fermentation during red-wine production, and reported the phyla Ascomycota and genus <italic>Aureobasidium</italic> as the dominant fungal group. Based on the high-throughput sequencing data and metabolic profiles, a correlation was established between the potentiality of spontaneous fermentation along with the polyphenol content, and the fungal taxonomic composition in the samples.</p>
<p>Probiotic microorganisms are crucial components of the fermented food products including milk products, fermented vegetables, pickles, and in some non-alcoholic fermented/unfermented beverages. In this context, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2021.662783">Gopal et al.</ext-link> employed a metagenomic approach to uncover the presence of probiotic microorganisms in <italic>Kalparasa</italic>&#x02014;a fresh health drink prepared from the spadix sap of coconut. They reported that fresh <italic>Kalparasa</italic> hosted higher abundance of probiotic <italic>Leuconostoc</italic> followed by equal proportions of probiotic genera <italic>Acetobacter, Gluconobacter</italic>, and <italic>Fructobacillus</italic>. They reported a significant increase in the abundance of <italic>Gluconobacter</italic> with a remarkable decrease in the abundance of <italic>Leuconostoc</italic> after 12 h. This study also suggested that the fermentation of <italic>Kalparasa</italic> was probably driven by symbiotic culture of bacteria and yeasts (SCOBY), particularly acetic acid bacteria and non-<italic>Saccharomyces</italic> yeasts (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2021.662783">Gopal et al.</ext-link>). A comparative analysis of traditional and modern fermentation techniques for <italic>Xuecai</italic>&#x02014;an indigenous fermented vegetable product of China, was described by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2021.631054">Zhang et al.</ext-link> Headspace solid-phase micro-extraction followed by gas chromatography-mass spectrometry identified the differential presence of flavor compounds in <italic>Xuecai</italic> produced through traditional and modern fermentation technologies. The group reported a significant correlation between the bacterial community structure (mined through high-throughput amplicon sequencing) and the flavor components for fermented <italic>Xuecai</italic>. Abundances of main flavor compounds such as allyl isothiocyanate, ethyl acetate, 3-butenenitrile, phenol, ethanol, and 3-(2,6,6-trimethyl-1-cyclohexen-1-yl) acrylaldehyde significantly differed between <italic>Xuecai</italic> produced by traditional and modern fermentation (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2021.631054">Zhang et al.</ext-link>). <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2021.665826">Yao et al.</ext-link> described the microbial community structure and metabolites profiles of <italic>Sufu</italic>&#x02014;a fermented black soybean curd (prepared using <italic>Rhizopus microsporus, Rhizopus oryzae</italic>, and <italic>Actinomucor elegans</italic> as inoculants) at different stages of the fermentation process. The 16S V<sub>3</sub>-V<sub>4</sub> region and ITS1 region-targeted amplicon sequencing approaches revealed the presence of a core fermenting microbial community comprising <italic>Enterococcus, Enterobacter, Rhizopus</italic>, and <italic>Monascus</italic>. The paper also reports a higher bacterial diversity compared to fungi in <italic>Sufu</italic>. The authors further adopted a network analysis to indicate the positive and negative interactions among bacterial and fungal communities, which are essential to shape the baseline community structure in <italic>Sufu</italic>.</p>
<p>Understanding the microbial interactions in fermentation cultures is an important topic for designing new processes for product development. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2021.635685">Xu et al.</ext-link> used integrated transcriptomics and proteomics analyses to describe the protein metabolism in <italic>Lactobacillus helveticus</italic>. <italic>De novo</italic> transcriptome and isobaric tags for relative and absolute quantification proteome analyses were applied to determine how <italic>L. helveticus</italic> utilizes protein. This study described the molecular mechanism of protein utilization, transport and enzymatic hydrolysis in <italic>L. helveticus</italic>, thereby reducing energy consumption. In a similar study, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2021.793136">Canon et al.</ext-link> demonstrated the role of specific peptides in the positive interaction between proteolytic and non-proteolytic strains of Lactic acid bacteria (LAB). Tandem mass spectrometry (LC-MS/MS)-based proteomics analysis identified a group of hydrophobic and branched-chain amino acid-containing peptides that were found to be important for the interactions. This study provides crucial information for designing LAB-based starter cultures toward the development of new fermentation products.</p>
<sec id="s1">
<title>Author Contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s2">
<title>Publisher&#x00027;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec> 
</body>
<back>
<ack><p>The authors would like to thank all the authors for their excellent contributions to this special edition as well as the reviewers for their timely evaluations of the manuscripts and constructive comments.</p>
</ack>
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