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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1066875</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2022.1066875</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: Metabolomics as a tool in ethnobotany-driven drug discoveries</article-title>
<alt-title alt-title-type="left-running-head">Makunga 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/fphar.2022.1066875">10.3389/fphar.2022.1066875</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Makunga</surname>
<given-names>Nokwanda</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/274159/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kai</surname>
<given-names>Guoyin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/124168/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Sieniawska</surname>
<given-names>Elwira</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/422311/overview"/>
</contrib>
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<aff id="aff1">
<sup>1</sup>
<institution>Department of Botany and Zoology</institution>, <institution>Stellenbosch University</institution>, <addr-line>Stellenbosch</addr-line>, <country>South Africa</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Laboratory of Medicinal Plant Biotechnology</institution>, <institution>College of Pharmaceutical Sciences Zhejiang Chinese Medical University</institution>, <addr-line>Hangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Natural Products Chemistry</institution>, <institution>Medical University of Lublin</institution>, <addr-line>Lublin</addr-line>, <country>Poland</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/15167/overview">Michael Heinrich</ext-link>, University College London, United Kingdom</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Elwira Sieniawska, <email>elwira.sieniawska@umlub.pl</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Ethnopharmacology, a section of the journal Frontiers in Pharmacology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>10</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1066875</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>10</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Makunga, Kai and Sieniawska.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Makunga, Kai and Sieniawska</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" journal-id="Front. Pharmacol." related-article-type="commentary-article" xlink:href="https://www.frontiersin.org/researchtopic/29682" ext-link-type="uri">Editorial on the Research Topic <article-title>Metabolomics as a tool in ethnobotany-driven drug discoveries</article-title>
</related-article>
<kwd-group>
<kwd>bioactivity</kwd>
<kwd>natural products</kwd>
<kwd>bioinformatics</kwd>
<kwd>drug leads</kwd>
<kwd>pharmacology</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<p>Ethnobotany-driven drug discoveries is an ongoing challenge aiming to prove well known traditional applications of medicinal plants. The classical activity screening is nowadays more frequently replaced by efficient and conclusive metabolomics-bioinformatics based approach. Metabolomics is a dynamic and rapidly evolving field that provides insights into primary and secondary metabolites present in any living organism. It creates unique chemical fingerprints of the cell metabolism and sheds light about pathological disease conditions, progress of treatment options, establishment of new therapies or validation of traditional treatments. Typical hyphenated separation and detection techniques applied in metabolomic studies are GC-MS, LC-MS, LC-NMR, or GC-NMR, which are often followed by computational analysis and data processing using different statistical tools. The modern research platforms that are now available to researchers enable a fast and reliable determination of mechanisms of action behind plant extracts, the monitoring of diseases biomarkers and last but not least the selection of active principles in crude plant extracts or herbal mixtures. With a growing number of studies providing evidence on the activity of natural remedies from ethnobotanical resources, the field ethnopharmacology is becoming an important and decisive area of interest. Experimental assessments of medicines used in traditional knowledge need to be coupled with the use of modern chromatographic and spectroscopic techniques that are supported with bioinformatic software. Such an integrated approach is an important step when aiming to bridge the gap between tradition and science.</p>
<p>The studies collected within Research Topic explored disease profiles in patients after the treatment with traditional herbal composition (<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphar.2022.898680/full">Ma et al.</ext-link>), mechanism of action of traditional herbal composition combined with classical treatment (<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphar.2022.811422/full">Li et al.</ext-link>), metabolomic profiles of herbal extracts in relation to their protective action in human disease (<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphar.2022.914951/full">Liu et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphar.2022.840478/full">Salem et al.</ext-link>), and active biomarkers in herbal extracts (<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphar.2022.904231/full">Emamzadeh et al.</ext-link>) Plant Chinese traditional medicines were a subject of two studies, which focused on the determination of metabolites affected by the treatment. <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphar.2022.898680/full">Ma et al.</ext-link> evaluated the effects of Zuojin pil, a well-known formula used from 15th century in digestive system diseases. The metabolomic analysis revealed significantly changed levels of dozen of metabolites as well as inflammatory factors (COX-2, IL-4, and IL-17) suggesting that Zuojin pil acts as an inflammatory suppressor to regulate comprehensive metabolism disorders. <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphar.2022.811422/full">Li et al.</ext-link> discussed the anti-platelet molecular mechanism of action of several Blood-activating Chinese botanical drugs. Besides proteomics and transcriptomics, metabolomics provided methodology to describe platelets as biomarkers and targets for diagnosis and treatment of cardiovascular diseases.</p>
<p>With the application of metabolomics <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphar.2022.840478/full">Salem et al.</ext-link> explained the better antihypertensive effect of <italic>Hibiscus sabdariffa</italic> L. calyces extract obtained with hot water over the cold extraction. UPLC&#x2013;MS/MS analysis traced high quantities of N-feruloyltyramine, caffeoylshikimic acid, dicaffeoylquinic acid, delphinidin-3,6&#x2033;-p-coumarylglucoside, kaempferol-7,6&#x2033;-p-coumarylglucoside, and myricetin which presence contributed to high bioactivity observed in animals. Similarly, <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphar.2022.914951/full">Liu et al.</ext-link> investigated the effectiveness of Lacquer oil from the drupes mesocarp of <italic>Toxicodendron vernicifluum</italic> in inflammation and postpartum depression. Using metabolomics, they found 57 chemical markers discriminating black lacquer oil and white lacquer oil, of which 17 potential biomarkers have been declared to possess anti-inflammatory and/or antidepressant activities determined <italic>in vitro</italic> and <italic>in vivo</italic>. Also anti-HIV biomarkers were described in NMR-based metabolomic investigation. <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphar.2022.904231/full">Emamzadeh et al.</ext-link> screened 57 <italic>Helichrysum</italic> species and performed OPLS-DA and hierarchical cluster analyses to correlate phytochemical composition and biological activity of the samples. The chlorogenic acids, compounds with cinnamoyl functional groups, and quinic acid were the most prominent compounds in the <italic>Helichrysum</italic> species with anti-HIV activity.</p>
<p>The presented research, not only confirmed the usefulness of metabolomics in determination of the mechanism of action of traditionally used formulations, but also identified the active principles responsible for the activity. Moreover, metabolomics was shown as complementary to other &#x201c;omics&#x201d;, underlining the power of comprehensive, systematic approach, which is currently realized within systems biology.</p>
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<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>
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<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>
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<title>Publisher&#x2019;s note</title>
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