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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.2024.1401217</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: New advances in the biology and pathogenesis of free-living amoebae</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Marcelino</surname> <given-names>Isabel</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/1415601/overview"/>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Samba-Louaka</surname> <given-names>Ascel</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x0002A;</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Rice</surname> <given-names>Christopher A.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="corresp" rid="c003"><sup>&#x0002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Institut Pasteur de la Guadeloupe, Les Abymes</institution>, <addr-line>Guadeloupe</addr-line>, <country>France</country></aff>
<aff id="aff2"><sup>2</sup><institution>Laboratoire Ecologie et Biologie des Interactions, Universit&#x000E9; de Poitiers, Unit&#x000E9; Mixte de Recherche (UMR) Centre national de la recherche scientifique (CNRS) 7267</institution>, <addr-line>Poitiers</addr-line>, <country>France</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Comparative Pathobiology, College of Veterinary Medicine, Purdue University</institution>, <addr-line>West Lafayette, IN</addr-line>, <country>United States</country></aff>
<aff id="aff4"><sup>4</sup><institution>Purdue Institute for Drug Discovery (PIDD), Purdue University</institution>, <addr-line>West Lafayette, IN</addr-line>, <country>United States</country></aff>
<aff id="aff5"><sup>5</sup><institution>Purdue Institute of Inflammation, Immunology and Infectious Disease (PI4D), Purdue University</institution>, <addr-line>West Lafayette, IN</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited and reviewed by: Axel Cloeckaert, Institut National de recherche pour l&#x00027;agriculture, l&#x00027;alimentation et l&#x00027;environnement (INRAE), France</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Isabel Marcelino <email>IMarcelino&#x00040;pasteur-guadeloupe.fr</email></corresp>
<corresp id="c002">Ascel Samba-Louaka <email>ascel.samba&#x00040;univ-poitiers.fr</email></corresp>
<corresp id="c003">Christopher A. Rice <email>carice&#x00040;purdue.edu</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>29</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1401217</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>03</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>04</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2024 Marcelino, Samba-Louaka and Rice.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Marcelino, Samba-Louaka and Rice</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/44409/new-advances-in-the-biology-and-pathogenesis-of-free-living-amoebae" ext-link-type="uri">Editorial on the Research Topic <article-title>New advances in the biology and pathogenesis of free-living amoebae</article-title></related-article>
<kwd-group>
<kwd>free-living amoebae</kwd>
<kwd>pathogenesis</kwd>
<kwd>FLAM 2023</kwd>
<kwd><italic>Naegleria</italic></kwd>
<kwd><italic>Acanthamoeba</italic></kwd>
<kwd><italic>Balamuthia</italic></kwd>
<kwd>reviews</kwd>
<kwd>novel methods</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="6"/>
<page-count count="3"/>
<word-count count="1777"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Infectious Agents and Disease</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Free-living amoebae (FLA) are fascinating unicellular eukaryotic microorganisms found worldwide in aquatic and soil habitats. They have an important role in the ecosystems, actively feeding mainly on bacteria and other microorganisms. FLA life cycle is mainly composed of two stages: the trophozoite (the metabolically and replicative form of the amoeba) and the persistent cyst (which is highly resistant to various adverse conditions such as water disinfection processes and therapeutic treatments). While being mainly non-pathogenic, some FLA (namely <italic>Acanthamoeba</italic> and <italic>Naegleria fowleri</italic>) are currently considered emerging opportunistic pathogens (Bartrand et al., <xref ref-type="bibr" rid="B1">2014</xref>; Sente et al., <xref ref-type="bibr" rid="B5">2016</xref>). FLA are also well-known reservoirs of amoeba-resistant bacteria (ARB), possibly contributing to the spread of pathogenic ARB (such as <italic>Legionella</italic>), which constitutes a potential threat to water quality and human health (Samba-Louaka et al., <xref ref-type="bibr" rid="B4">2019</xref>; Cha&#x000FA;que et al., <xref ref-type="bibr" rid="B2">2022</xref>). It is therefore crucial to increase awareness of these neglected waterborne pathogens and related diseases. This Research Topic presents recent research on several FLA topics and includes studies presented by participants who attended the 19th International Free-Living Amoebae Meeting (FLAM) held in Poitiers, France, in June 2023.</p></sec>
<sec id="s2">
<title>Summarizing the papers accepted</title>
<p>In this Research Topic, <italic>Naegleria fowleri</italic> extracellular vesicles (EVs) have garnered great interest in our community, with two papers by independent lab groups being published. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2023.1264348">Russell et al.</ext-link> and <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2024.1346021">Retana Moreira et al.</ext-link> have both investigated EV characterization and their effect on various clinical isolates of <italic>Naegleria fowleri</italic>, as well as on host cells such as B103 neuroblastoma or primary cultures of mouse cell microglia, using SEM methods. Staying on the theme of <italic>N. fowleri</italic>, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpubh.2023.1266400">Nadeem et al.</ext-link> highlight the emerging threat and &#x0201C;outbreak&#x0201D; of <italic>N. fowleri</italic> in Pakistan. This review highlights the need for improved awareness, public health measures, and water surveillance. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2022.1056418">Dereeper et al.</ext-link> contributed six new high-quality <italic>Naegleria</italic> genomes to establish the <italic>Naegleria</italic> genus pangenome with a near-to-complete repertoire of core and accessory genes, highlighting new architecture and functional features in <italic>Naegleria</italic>.</p>
<p>Excitingly, there was a description of one new putative host species of mycobacteria, <italic>Rosculus vilicus</italic>, within the environment that was published by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2023.1324985">Jessu et al.</ext-link>. This may pose as a potential host and transmission route for Johne&#x00027;s disease and should be kept a close eye on in the future.</p>
<p>A review from <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2023.1147077">Wang et al.</ext-link> describes the characteristics of <italic>Acanthamoeba</italic> infection, including biological characteristics, classification, disease, and pathogenic mechanism, in order to provide a scientific basis for the diagnosis, treatment, and prevention of <italic>Acanthamoeba</italic> infection.</p>
<p><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2023.1175469">Loufouma Mbouaka et al.</ext-link> used Realtime-Glo as a novel two-dimensional (2D) cytotoxicity viability assay, being able to monitor the cell health and the pathobiology of <italic>Acanthamoeba</italic> on feeder cells. This assay could be adapted for <italic>Balamuthia</italic> pathogenicity models as well, but because <italic>Naegleria</italic> can also metabolize the propriety reagent, it may be difficult to differentiate between the pathogen or host response in that model.</p>
<p>One study assessed the phylogenetic diversity of the mitochondrial genome ribosomal protein S3 (rps3) over 10 strains of <italic>B. mandrillaris</italic>. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2023.1162963">Law et al.</ext-link> proposed that due to the copy-number variations (CNVs) and highly variable sequences of the protein tandem repeats of rps3, this could be a perfect target for a clinical genotyping assay for <italic>B. mandrillaris</italic>.</p>
<p><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2023.1190530">Whangviboonkij et al.</ext-link> presented a three-dimensional (3D) human neurospheroid model to assess the cytotoxicity and pathobiology response of <italic>B. mandrillaris</italic>. Using 3D models that mimic the human central nervous system (CNS) can provide a more physiologically relevant environment than traditional 2D cell culture for studying the pathogenicity of amoeba. These models are particularly useful for reducing the need for experiments using animal models.</p>
<p>Sticking to the theme of 3D models, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2022.1089092">Campolo et al.</ext-link> describe the aggregation and encystment of <italic>Acanthamoeba</italic>&#x00027;s response on various contact lens materials under the same conditions. They found that some lenses will promote this aggregation phenotype, which will induce rapid encystment of some <italic>Acanthamoeba</italic> cells within a few hours to fully mature cysts, which they believe helps <italic>Acanthamoeba</italic> to withstand the disinfection process of contact lens care solutions.</p>
<p>Finally, to bring all the amoebae together, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2023.1149145">Ferrins et al.</ext-link> describe novel chemical pharmacophores that have various inhibitory activities against <italic>Acanthamoeba</italic> sp., <italic>Naegleria fowleri</italic>, or <italic>Balamuthia mandrillaris</italic>, which have been shown to cross the blood&#x02013;brain barrier. This exciting physiological property is much needed for the development of any future anti-amoebic therapeutics for CNS disease. We cannot just stop at showing the amoeba inhibitory activity and stating that <italic>in vivo</italic> pharmacokinetic/pharmacodynamic or <italic>in vivo</italic> efficacy models are necessary to &#x0201C;validate the compounds future potential.&#x0201D;</p></sec>
<sec sec-type="conclusions" id="s3">
<title>Conclusion</title>
<p>In conclusion, this Research Topic brings together diverse examples of the ongoing research on FLA regarding (i) FLA biology and pathogenesis (such as <italic>Naegleria</italic> pangenome or <italic>Balamuthia mandrillaris&#x00027;</italic> mitochondrial heterogeneity), the role of extracellular vesicles in <italic>N. fowleri</italic>&#x02013;host interaction, (ii) FLA as hosts of zoonotic bacteria, (iii) drug development against FLA (namely brain permeable therapeutics against <italic>Acanthamoeba, Naegleria</italic>, or <italic>Balamuthia</italic>), various newly described 2D and 3D pathobiological models for brain organoid, cytotoxicity, or <italic>Acanthamoeba</italic> aggregation models, and (iv) FLA epidemiology. While this surely represents a glimpse of the ongoing research worldwide, we believe that increased research in disease, epidemiology, diagnostics, and treatment of pathogenic FLA species and the characterization of other emerging FLA should be encouraged, namely within the One Health concept.</p>
<p>Furthermore, we expect the emergence of the use of artificial intelligence (AI) in amoebae research. Indeed, the development and application of machine learning (ML) in the field of infectious diseases have gained massive attention in recent years, including other protozoans such as <italic>Plasmodium</italic> and <italic>Trypanosoma</italic> (Hu et al., <xref ref-type="bibr" rid="B3">2022</xref>). We caught a glimpse of machine learning with Dr. Rice&#x00027;s (unpublished data) and Dr. Debnath&#x00027;s (Shing et al., <xref ref-type="bibr" rid="B6">2022</xref>) novel <italic>Acanthamoeba</italic> cysticidal methodologies at the recent FLAM 2023 conference. Although the European Parliament and the US administration are trying to impose obligations for general-purpose AI to mitigate possible risks to health, fundamental rights, and democracy, we are assisting in the boost of AI in research and innovation. How AI will impact research in free-living amoebae is worth investigating. Beyond the identification of trophozoites or cysts, will AI be able to predict genera of amoebae present within the water or soil during sampling campaigns? Regarding the virulence factors identified in some pathogenic amoebae, will AI suggest human outcomes or some area to investigate, interrogate, and suggest optimal patient-specific treatment options? How deep will this rapidly advancing generative AI turn our field upside down? The next FLAM to be held in Mexico City, Mexico, in 2025, could be a place for an exchange around the impact of AI on the study of amoebae.</p></sec>
<sec sec-type="author-contributions" id="s4">
<title>Author contributions</title>
<p>IM: Writing&#x02014;original draft, Writing&#x02014;review &#x00026; editing. AS-L: Writing&#x02014;original draft, Writing&#x02014;review &#x00026; editing. CR: Writing&#x02014;original draft, Writing&#x02014;review &#x00026; editing.</p></sec>
</body>
<back>
<sec sec-type="funding-information" id="s5">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was partially funded by the EU project FEDER-Une Sant&#x000E9; (IM).</p>
</sec>
<ack><p>We thank the authors of this Research Topic for their valuable contributions. We also thank all the reviewers who have given up their precious time to diligently peer-review and make impactful suggestions to the contributing authors.</p>
</ack>
<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="s6">
<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>
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</article>