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<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>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2024.1408701</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Pheromone cCF10 inhibits the antibiotic persistence of <italic>Enterococcus faecalis</italic> by modulating energy metabolism</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Zhu</surname> <given-names>Li</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Yang</surname> <given-names>Xiaobo</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Fu</surname> <given-names>Xinyue</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name><surname>Yang</surname> <given-names>Panpan</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author">
<name><surname>Lin</surname> <given-names>Xiaoli</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<name><surname>Wang</surname> <given-names>Feng</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name><surname>Shen</surname> <given-names>Zhiqiang</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<name><surname>Wang</surname> <given-names>Jingfeng</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Sun</surname> <given-names>Feilong</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Qiu</surname> <given-names>Zhigang</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>School of Environmental and Chemical Engineering, Xi&#x2019;an Polytechnic University</institution>, <addr-line>Xi&#x2019;an</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Key Laboratory of Risk Assessment and Control for Environment and Food Safety, Tianjin Institute of Environmental and Operational Medicine</institution>, <addr-line>Tianjin</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>College of Oceanography and Ecological Science, Shanghai Ocean University</institution>, <addr-line>Shanghai</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>School of Public Health, North China University of Science and Technology</institution>, <addr-line>Tangshan</addr-line>, <country>China</country></aff>
<aff id="aff5"><sup>5</sup><institution>Key Laboratory of Karst Geological Resources and Environment, Guizhou University</institution>, <addr-line>Guizhou</addr-line>, <country>China</country></aff>
<author-notes>
<fn id="fn0002" fn-type="edited-by"><p>Edited by: You-Hee Cho, CHA University, Republic of Korea</p></fn>
<fn id="fn0003" fn-type="edited-by"><p>Reviewed by: Amrita Panda, Kumaun University, India</p>
<p>Lynn Ernest Hancock, University of Kansas, United States</p>
<p>Nikolaos Strepis, Erasmus Medical Center, Netherlands</p></fn>
<corresp id="c001">&#x002A;Correspondence: Feilong Sun, <email>sunfeilong@xpu.edu.cn</email></corresp>
<corresp id="c002">Zhigang Qiu, <email>zhigangqiu99@gmail.com</email></corresp>
<fn id="fn0001" fn-type="equal"><p><sup>&#x2020;</sup>These authors have contributed equally to this work and share first authorship</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>07</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1408701</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>03</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>06</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Zhu, Yang, Fu, Yang, Lin, Wang, Shen, Wang, Sun and Qiu.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Zhu, Yang, Fu, Yang, Lin, Wang, Shen, Wang, Sun and Qiu</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>
<sec>
<title>Introduction</title>
<p>Bacterial resistance presents a major challenge to both the ecological environment and human well-being, with persistence playing a key role. Multiple studies were recently undertaken to examine the factors influencing the formation of persisters and the underlying process, with a primary focus on Gram-negative bacteria and <italic>Staphylococcus aureus</italic> (Gram-positive bacteria). Enterococcus faecalis (<italic>E. faecalis</italic>) is capable of causing a variety of infectious diseases, but there have been few studies of <italic>E. faecalis</italic> persisters. Previous studies have shown that the sex pheromone cCF10 secreted by <italic>E. faecalis</italic> induces conjugative plasmid transfer. However, whether the pheromone cCF10 regulates the persistence of <italic>E. faecalis</italic> has not been investigated.</p>
</sec>
<sec>
<title>Methods</title>
<p>As a result, we investigated the effect and potential molecular mechanism of pheromone cCF10 in regulating the formation of persisters in <italic>E. faecalis</italic> OG1RF using a persistent bacteria model.</p>
</sec>
<sec>
<title>Results and discussion</title>
<p>The metabolically active <italic>E. faecalis</italic> OG1RF reached a persistence state and temporarily tolerated lethal antibiotic concentrations after 8&#x2009; h of levofloxacin hydrochloride (20&#x2009;mg/mL) exposure, exhibiting a persistence rate of 0.109 %. During the growth of <italic>E. faecalis</italic> OG1RF, biofilm formation was a critical factor contributing to antibiotic persistence, whereas 10&#x2009;ng/mL cCF10 blocked persister cell formation. Notably, cCF10 mediated the antibiotic persistence of <italic>E. faecalis</italic> OG1RF via regulating metabolic activity rather than suppressing biofilm formation. The addition of cCF10 stimulated the Opp system and entered bacterial cells, inhibiting (p)ppGpp accumulation, thus maintaining the metabolically active state of bacteria and reducing persister cell generation. These findings offer valuable insights into the formation, as well as the control mechanism of <italic>E. faecalis</italic> persisters.</p>
</sec>
</abstract>
<kwd-group>
<kwd>persister</kwd>
<kwd><italic>Enterococcus faecalis</italic></kwd>
<kwd>pheromone cCF10</kwd>
<kwd>biofilm</kwd>
<kwd>(p)ppGpp</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="1"/>
<ref-count count="105"/>
<page-count count="14"/>
<word-count count="11098"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Antimicrobials, Resistance and Chemotherapy</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>The emergence of antimicrobial resistance (AMR) has resulted in increased morbidity and mortality rates, making it a serious public health concern (<xref ref-type="bibr" rid="ref52">Li et al., 2021</xref>; <xref ref-type="bibr" rid="ref73">Pennino et al., 2023</xref>). Worldwide, AMR is reported to be responsible for 700,000 deaths each year (<xref ref-type="bibr" rid="ref92">Wang et al., 2019</xref>). As a result, AMR has attracted great attention, particularly regarding its formation mechanisms (<xref ref-type="bibr" rid="ref22">Cho et al., 2018</xref>; <xref ref-type="bibr" rid="ref16">Cepas et al., 2019</xref>; <xref ref-type="bibr" rid="ref80">Shahin et al., 2019</xref>; <xref ref-type="bibr" rid="ref43">Kaszab et al., 2023</xref>) and removal processes (<xref ref-type="bibr" rid="ref78">Saha and Mukherjee, 2019</xref>; <xref ref-type="bibr" rid="ref3">Alt et al., 2023</xref>). AMR include intrinsic (<xref ref-type="bibr" rid="ref77">Roberts et al., 2021</xref>) and acquired resistance (<xref ref-type="bibr" rid="ref80">Shahin et al., 2019</xref>). Intrinsic resistance is determined by chromosomes, and different bacterial cell structures and chemical compositions make them naturally insensitive to some antibacterial drugs. Acquired resistance can occur via several methods, including genetic mutations (<xref ref-type="bibr" rid="ref77">Roberts et al., 2021</xref>) and plasmid-mediated horizontal gene transfer (<xref ref-type="bibr" rid="ref98">Yang et al., 2023</xref>). Efforts to mitigate AMR involve various removal mechanisms, including antibiotic stewardship programs (<xref ref-type="bibr" rid="ref70">Pallares et al., 2022</xref>), wastewater treatment (<xref ref-type="bibr" rid="ref59">&#x0141;uczkiewicz et al., 2010</xref>) and bioremediation (<xref ref-type="bibr" rid="ref5">Apreja et al., 2022</xref>). Generally, AMR development is attributed to the spread of antibiotic resistance genes (ARGs). Recently, however, it has been found that persisters not only promote the evolution of AMR but are also a major cause of recalcitrant infections and persistent contamination (<xref ref-type="bibr" rid="ref103">Zhang, 2014</xref>; <xref ref-type="bibr" rid="ref37">Gollan et al., 2019</xref>; <xref ref-type="bibr" rid="ref57">Liu et al., 2022</xref>). Persisters, a subpopulation of bacterial cells that exist in a non-growing and non-responsive state, exhibit phenotypic but not genetic changes (<xref ref-type="bibr" rid="ref39">Harms et al., 2016</xref>). Bacteria spontaneously enter a persistence state and could survive under various stresses, including antibiotic exposure. A biphasic kill curve revealed that persisters could survive even after exposure to lethal antibiotic concentrations (<xref ref-type="bibr" rid="ref6">Balaban et al., 2019</xref>) and could resume normal growth after antibiotic removal, thereby recovering antibiotic sensitivity (<xref ref-type="bibr" rid="ref31">Fang and Allison, 2023</xref>). Although their minimum inhibitory concentration (MIC) may remain constant in the dormant population, persisters could cause treatment failure and disease recurrence (<xref ref-type="bibr" rid="ref37">Gollan et al., 2019</xref>). For example, <italic>Staphylococcus aureus</italic> (<italic>S. aureus</italic>) persisters have been associated with suppurative infection and hospital cross infection (<xref ref-type="bibr" rid="ref19">Chang et al., 2020</xref>; <xref ref-type="bibr" rid="ref101">Yee et al., 2022</xref>), and <italic>Escherichia coli</italic> (<italic>E. coli</italic>) persisters have been linked with recurrent urinary tract infections (<xref ref-type="bibr" rid="ref66">Morales-Espinosa et al., 2016</xref>). Furthermore, the presence of persisters means that traditional antibiotic targets are inactive (<xref ref-type="bibr" rid="ref53">Li et al., 2018</xref>; <xref ref-type="bibr" rid="ref10">Bartell et al., 2020</xref>; <xref ref-type="bibr" rid="ref11">Beam et al., 2021</xref>), limiting the accessibility of drugs (<xref ref-type="bibr" rid="ref15">Cao et al., 2022</xref>) for bacterial infections treatment. Moreover, persistence promotes antibiotic resistance evolution (<xref ref-type="bibr" rid="ref94">Windels et al., 2019a</xref>,<xref ref-type="bibr" rid="ref95">b</xref>) and population tolerance development (<xref ref-type="bibr" rid="ref85">Van den Bergh et al., 2017</xref>). Therefore, preventing persister formation is a crucial AMR control strategy.</p>
<p>Persistence is a defensive strategy bacteria use to resist antibiotics. Hitherto, persister cells have been found in almost all varieties of bacterial populations, including <italic>E. coli</italic> (<xref ref-type="bibr" rid="ref83">Tkachenko et al., 2014</xref>; <xref ref-type="bibr" rid="ref96">Xu et al., 2021</xref>), <italic>Pseudomonas aeruginosa</italic> (<italic>P. aeruginosa</italic>; <xref ref-type="bibr" rid="ref64">Mlynarcik and Kolar, 2017</xref>), and <italic>S. aureus</italic> (<xref ref-type="bibr" rid="ref50">Lechner et al., 2012</xref>; <xref ref-type="bibr" rid="ref46">Kim et al., 2018</xref>), among other prevalent clinical and environmental bacteria (<xref ref-type="bibr" rid="ref44">Kaur et al., 2018</xref>; <xref ref-type="bibr" rid="ref32">Fernandes et al., 2022</xref>). Previous research has shown that prolonged exposure to high concentration of antibiotics (<xref ref-type="bibr" rid="ref44">Kaur et al., 2018</xref>; <xref ref-type="bibr" rid="ref72">Paranjape and Shashidhar, 2019</xref>), nanomaterials (<xref ref-type="bibr" rid="ref93">Wang et al., 2022</xref>), and other conventional or innovative antimicrobial agents (<xref ref-type="bibr" rid="ref100">Ye et al., 2022</xref>) could result in phenotypic persistence. Therefore, in the laboratory researchers used a variety of strategies to provoke persisters, including nutritional restriction, exposure to lethal concentrations of antibiotics, and so on (<xref ref-type="bibr" rid="ref82">Svenningsen et al., 2022</xref>). These environmental stimuli triggered bacterial persister formation via influencing the membrane potential through an oxidative stress (OS)-reliant mechanism (<xref ref-type="bibr" rid="ref91">Wang et al., 2017</xref>), regulating bacterial metabolism and toxin-antitoxin (TA; <xref ref-type="bibr" rid="ref89">Wagner and Unoson, 2012</xref>) modules in <italic>E. coli</italic>. Furthermore, persister formation involves both DNA damage and repair, as well as SOS response (<xref ref-type="bibr" rid="ref63">McCourt et al., 2014</xref>; <xref ref-type="bibr" rid="ref75">Podlesek and &#x017D;gur Bertok, 2020</xref>). In the context of Gram-positive bacteria, it is believed that biofilms significantly impact (<xref ref-type="bibr" rid="ref56">Liu et al., 2021</xref>; <xref ref-type="bibr" rid="ref104">Zhang et al., 2022</xref>) persister formation in <italic>S. aureus</italic> and that bacterial biofilms also serve as a protective growth modality (<xref ref-type="bibr" rid="ref49">Lebeaux et al., 2014</xref>) for acclimation to harsh environments, accounting for almost 80% (<xref ref-type="bibr" rid="ref41">Hrynyshyn et al., 2022</xref>) of chronic infections. Moreover, <xref ref-type="bibr" rid="ref28">Dufour et al. (2022)</xref> discovered that quorum sensing (QS) could promote bacterial persistence by regulating the TA system. Based on existing insights into these mechanisms, researchers hypothesized that specific chemicals and small molecules (<xref ref-type="bibr" rid="ref56">Liu et al., 2021</xref>; <xref ref-type="bibr" rid="ref68">Narimisa et al., 2021</xref>) might impede persister formation by modulating QS systems (<xref ref-type="bibr" rid="ref2">Allegretta et al., 2017</xref>), biofilms (<xref ref-type="bibr" rid="ref54">Lin et al., 2022</xref>; <xref ref-type="bibr" rid="ref69">Nguyen et al., 2023</xref>), and intracellular ATP levels (<xref ref-type="bibr" rid="ref24">Conlon et al., 2016</xref>; <xref ref-type="bibr" rid="ref1">Aedo et al., 2019</xref>) in both Gram-positive and Gram-negative bacteria. The use of single-cell technologies including flow cytometry, microscopy, microfluidic devices, and other technologies in conjunction with each other can enhance our ability to recognize persisters (<xref ref-type="bibr" rid="ref9">Balomenos et al., 2017</xref>; <xref ref-type="bibr" rid="ref38">Hare et al., 2021</xref>). Currently, the mechanisms that facilitate or inhibit bacterial persistence formation are relatively constrained, with the specific target yet to be elucidated.</p>
<p>Currently, persister research focuses primarily on <italic>E. coli</italic>, <italic>P. aeruginosa</italic>, and Gram-positive bacteria such as <italic>S. aureus</italic>, whereas <italic>E. faecalis</italic> persisters, which frequently precipitate nosocomial infections, have received minimal attention (<xref ref-type="bibr" rid="ref86">Van Tyne et al., 2019</xref>; <xref ref-type="bibr" rid="ref42">Kalfopoulou and Huebner, 2020</xref>). According to research, <italic>E. faecalis</italic> possesses a robust cell wall (<xref ref-type="bibr" rid="ref14">Canfield et al., 2023</xref>), making it inherently resistant (<xref ref-type="bibr" rid="ref48">Korir et al., 2019</xref>) to various antibiotics. Moreover, it readily acquires resistance via the uptake of resistant plasmids (<xref ref-type="bibr" rid="ref84">Tomita et al., 2023</xref>; <xref ref-type="bibr" rid="ref98">Yang et al., 2023</xref>), transposons (<xref ref-type="bibr" rid="ref25">Dale et al., 2015</xref>), or genetic mutations (<xref ref-type="bibr" rid="ref36">Garc&#x00ED;a-Solache and Rice, 2019</xref>). Due to the severity of <italic>E. faecalis</italic> resistance, there are few antibiotics available for the clinical treatment of <italic>Enterococcus</italic> infections. Phenotypic resistance is a characteristic feature of persistent <italic>E. faecalis</italic> infections. <xref ref-type="bibr" rid="ref45">Kaviar et al. (2022)</xref> discovered that <italic>E. faecalis</italic> clinical isolates exhibited a high proportion of persister cells and vancomycin tolerance tendency, further complicating treatment. Therefore, to control their formation and prevent chronic infections, more attention should be paid to enterococcal persisters.</p>
<p>Several studies have proposed strategies to combat bacterial persistence. However, favorable environmental (<xref ref-type="bibr" rid="ref90">Wainwright et al., 2021</xref>) conditions could revive persister cells. Through single amino acid testing, <xref ref-type="bibr" rid="ref97">Yamasaki et al. (2020)</xref> confirmed that nutrient signaling molecules could facilitate persister resuscitation. Bacteria-secreted signaling molecules could regulate bacterial behavior (<xref ref-type="bibr" rid="ref30">Dunny and Leonard, 1997</xref>), and as an essential mode of bacterial communication, they have been demonstrated to regulate persistence processes (<xref ref-type="bibr" rid="ref102">Zarkan et al., 2020</xref>). Specifically, it has been reported that the fatty acid signaling molecule cis-2-decenoic acid (cis-DA) can resuscitate persister cells to a metabolically active state in <italic>E. coli</italic> and <italic>P. aeruginosa</italic> (<xref ref-type="bibr" rid="ref62">Marques et al., 2014</xref>). These findings suggest that signaling molecules could regulate bacterial metabolism. Therefore, we hypothesized that signaling molecules might sustain bacterial metabolic activity, preventing bacteria from assuming a state of persistence.</p>
<p>The secretion of intercellular signaling molecules among bacteria, a prevalent phenomenon, is crucially involved in bacterial behavior regulation (<xref ref-type="bibr" rid="ref67">Mori et al., 1984</xref>; <xref ref-type="bibr" rid="ref88">Vickerman and Mansfield, 2019</xref>). The peptide pheromones secreted by <italic>E. faecalis</italic> can be sensed and induced by bacteria as signal molecules. There are many similar pheromones such as cCF10, cAM373 and cAD 1 secreted by <italic>E. faecalis</italic> that regulate expression of conjugative plasmid transfer genes in <italic>E. faecalis</italic> (<xref ref-type="bibr" rid="ref67">Mori et al., 1984</xref>; <xref ref-type="bibr" rid="ref88">Vickerman and Mansfield, 2019</xref>). Of these, pheromone cCF10 has the highest level of attention. The amino acid sequence of the sex pheromone cCF10 is LVTLVFV (<xref ref-type="bibr" rid="ref30">Dunny and Leonard, 1997</xref>). Pro-C is a secreted lipoprotein comprising a cleaved signal peptide from the <italic>ccfA</italic> gene product in <italic>E. faecalis</italic>. Following the initial cleavage, the released 22-amino acid signal peptide was further cleaved by Eep protease to produce C (cCF10) and released into the growth medium (<xref ref-type="bibr" rid="ref33">Flannagan and Clewell, 2002</xref>; <xref ref-type="bibr" rid="ref18">Chandler and Dunny, 2008</xref>; <xref ref-type="bibr" rid="ref87">Varahan et al., 2014</xref>). Generally, cCF10 and its antagonistic signaling molecule, iCF10 (<xref ref-type="bibr" rid="ref21">Chen et al., 2017</xref>), competitively bind to PrgX (<xref ref-type="bibr" rid="ref76">Price et al., 2016</xref>) in OG1RF (pCF10). This process initiates <italic>prgQ</italic> transcription, inducing conjugative plasmid (pCF10) transfer (<xref ref-type="bibr" rid="ref20">Chatterjee et al., 2013</xref>). Moreover, in the absence of pCF10, cCF10 can also be taken up by OG1RF through the Opp2 system (<xref ref-type="bibr" rid="ref79">Segawa et al., 2021</xref>). However, whether the pheromone cCF10 regulates the persistence in <italic>E. faecalis</italic> during this process has not been investigated. Therefore, we proposed that pheromone cCF10 may prevent bacteria from transitioning to a low-energy metabolic state, impeding the formation of persisters in <italic>E. faecalis</italic>. Herein, we exposed <italic>E. faecalis</italic> to levofloxacin hydrochloride (LVF) to screen for persisters <italic>in vitro</italic> experiments and we investigated the impact of pheromone cCF10 on the formation of persister cells in <italic>E. faecalis</italic> OG1RF, along with exploring its potential molecular mechanism. Furthermore, this study aimed to enhance our understanding of the formation of <italic>E. faecalis</italic> persisters and provide a novel approach and theory for studying the prevention and treatment of <italic>E. faecalis</italic> persisters.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Bacterial strains and culture condition</title>
<p>All the <italic>E. faecalis</italic> used herein were derived from <italic>E. faecalis</italic> OG1RF (ATCC 47077). The OG1RF&#x2206;<italic>ccfA</italic> strain was constructed in our lab as outlined in <xref ref-type="bibr" rid="ref98">Yang et al. (2023)</xref>. <xref rid="SM1" ref-type="supplementary-material">Supplementary Text S1</xref> presents the details. The bacteria were grown in the brain heart infusion (BHI) medium (Coolaber Science and Technology, China) at 37&#x00B0;C and 150&#x2009;rpm agitation.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>The biphasic killing curve experiment of <italic>Enterococcus faecalis</italic></title>
<p>First, OG1RF cultures in the logarithmic growth phase were initiated by inoculating them into the BHI medium (1:1,000). Following that, cells were grown for 4&#x2009;h and then exposed to different LVF concentrations. Herein, LVF concentrations were MIC-based. <xref rid="SM1" ref-type="supplementary-material">Supplementary Text S2</xref> describes antibiotic type selection and MIC measurement. Bacteria were treated with various antibiotic concentrations, followed by sample collection at different time intervals for enumeration. Subsequently, the cultures were gradient-diluted with a Phosphate-Buffered Solution (PBS) and then grown on BHI agar for counting.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Detection of the persistence rate during the growth of <italic>Enterococcus faecalis</italic></title>
<p>First, OG1RF cultures in the logarithmic growth phase were inoculated into the BHI medium (1:1000) and then cultured at 37&#x00B0;C. At specific culture time points (4, 4.5, 5, 5.5, and 6&#x2009;h), a sample was removed from the culture medium and challenged with LVF at a final concentration of 20&#x2009;mg/L. The mixed cultures were then incubated at 37&#x00B0;C for 8&#x2009;h. Subsequently, the samples were diluted with PBS before inoculating their appropriate dilutions on BHI agar to count the surviving bacteria. Simultaneously, the samples&#x2019; bacterial concentrations before LVF treatment was determined. The results were presented as a colony-forming unit (CFU)/mL, and the persister frequency <italic>(</italic><inline-formula><mml:math id="M1"><mml:mi>f</mml:mi></mml:math></inline-formula><italic>)</italic> was determined using the following <xref ref-type="disp-formula" rid="EQ1">Formula (1)</xref>:</p>
<disp-formula id="EQ1"><label>(1)</label><mml:math id="M2"><mml:mi>f</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:msub><mml:mi>N</mml:mi><mml:mn>2</mml:mn></mml:msub><mml:msub><mml:mi>N</mml:mi><mml:mn>1</mml:mn></mml:msub></mml:mfrac></mml:math></disp-formula>
<p>where <inline-formula><mml:math id="M3"><mml:msub><mml:mi>N</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:math></inline-formula> represents the number of bacteria in the culture after antibiotic treatment (CFU/mL), and <inline-formula><mml:math id="M4"><mml:msub><mml:mi>N</mml:mi><mml:mn>1</mml:mn></mml:msub></mml:math></inline-formula> is the number of bacteria in the culture before antibiotic treatment (CFU/mL).</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Effects of cCF10 on persister formation in <italic>Enterococcus faecalis</italic></title>
<p>First, OG1RF cultures in the logarithmic growth phase were inoculated into the BHI medium (1:1,000) and then supplemented with different concentrations of the pheromone cCF10 (8, 10, 12, 14, 16, and 20&#x2009;ng/mL). After incubating the cultures for 3&#x2009;h, the bacteria were collected through centrifugation at 8,000&#x2009;rpm for 3&#x2009;min. The collected material was re-suspended in the BHI medium, and then exposed with LVF at a final concentration of 20&#x2009;mg/L before determining the persistence rate as earlier mentioned. We detected the persistence rate of OG1RF&#x2206;<italic>ccfA</italic> to further verify the effect of cCF10 on the formation of <italic>E. faecalis</italic> persistence. We also examined the effects of different cCF10 concentrations (1, 10, and 20&#x2009;ng/mL) on the persistence rate of OG1RF&#x2206;<italic>ccfA.</italic> Notably, Kingsray Biotechnology Co., Ltd. (Nanjing, China) synthesized the peptide pheromone used herein, the 7-amino acid sex pheromone cCF10 (C-clumping-inducing peptide, amino acid sequence LVTLVFV; <xref ref-type="bibr" rid="ref30">Dunny and Leonard, 1997</xref>). To confirm the specificity of cCF10, a site-mutated sequence called cCF10-F (sequence&#x2009;=&#x2009;LVFLVTV) was employed and cCF10-F were synthesized by GenScript (China). The procured pheromones cCF10 and cCF10-F were dissolved in acetonitrile (Maclean&#x2019;s, China), respectively, and then stored at &#x2212;20&#x00B0;C in the dark.</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Extraction and detection of the extracellular pheromone cCF10</title>
<p>We extracted the extracellular pheromone per the methodology described by <xref ref-type="bibr" rid="ref105">Zhou et al. (2023)</xref>. Briefly, the collected samples were placed on ice for 20&#x2009;min and then centrifuged at 6,000&#x2009;rpm for 10&#x2009;min at 4&#x00B0;C. The supernatant was then filtered using a 0.22&#x2009;&#x03BC;m filter (SLGP033RB Millipore, Massachusetts, United States) and mixed with ammonium hydroxide solution and acetonitrile (both from Shanghai Macklin Biochemical Technology Co. Ltd., China) at a ratio of 8:1:1. The resulting mixtures were vortexed at 1,400&#x2009;rpm for 15&#x2009;min at room temperature (RT) and then centrifuged for 15&#x2009;min at 25,000&#x2009;rpm (ST16R; ThermoFisher Scientific, Massachusetts, United States). Following that, thorough mixing was done with the supernatant and an equivalent amount of an aqueous solution of 10% ammonium hydroxide. The cCF10 elution process was as follows. First, the extraction column (Sep-Pak C18 WAT054945 Waters, Massachusetts, United States) was activated by sequentially flowing 5&#x2009;mL acetonitrile through it, followed by 5&#x2009;mL water at a rate of one drop/s. A volume of 30&#x2009;mL of test solution was passed through the extraction column at a speed of one drop per 3 s. Subsequently, to eliminate water-soluble impurities from the column bed matrix material within the extraction column or those that have been absorbed during activation or sample loading, 2&#x2009;mL of water was introduced as an eluent. This step was followed by flushing with an aqueous acetonitrile solution (30%), also amounting to 2&#x2009;mL, to ensure the impurities were properly removed. Finally, the collected eluate was sent to Science Compass (Zhejiang, China) for Liquid Chromatography Mass Spectrometry (LCMS) testing. <xref rid="SM1" ref-type="supplementary-material">Supplementary Text S4</xref> presents the detailed detection procedure. Preparation of Scanning Electron Microscope (SEM) samples.</p>
<p>The cell pellet was gently re-suspended in a pre-cooled 2.5% glutaraldehyde fixative for 24&#x2009;h at 4&#x00B0;C. The fixative was then removed from the sample via centrifugation at 6000&#x2009;rpm for 5&#x2009;min, followed by dehydration using an ethanol gradient approach. Ultimately, the bacteria underwent lyophilization with a FDU1200 EYELA freeze-dryer (Tokyo, Japan) and were then imaged using a Sigma 300 SEM (Zeiss, Germany).</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Transcriptome sequencing</title>
<p>Firstly, <italic>E. faecalis</italic> OG1RF normal bacteria, persisters, and cCF10 treatment persisters were collected as previously described. The bacterial cultures were first collected via centrifugation at 8,000&#x2009;rpm for 3&#x2009;min. The collected residues were then cooled in liquid nitrogen for 15&#x2009;min and stored at &#x2212;80&#x00B0;C before being sent to Allwegene Technology Co. Ltd. (Beijing, China) for transcriptome sequencing. <xref rid="SM1" ref-type="supplementary-material">Supplementary Text S5</xref> describes the specific sequencing methods employed. The transcriptome data (project number PRJCA026007) has been deposited in the China National center for Bioinformation. The URL is <ext-link xlink:href="https://ngdc.cncb.ac.cn/bioproject/browse/PRJCA026007" ext-link-type="uri">https://ngdc.cncb.ac.cn/bioproject/browse/PRJCA026007</ext-link>.</p>
</sec>
<sec id="sec9">
<label>2.7</label>
<title>Measurement of biofilm formation</title>
<p>The OG1RF strain was cultured in a six-well plate, and any unadhered bacteria were gently washed off with PBS. The plates with adherent biofilms were then air-dried at RT and fixed with methanol (1&#x2009;mL/well) for 15&#x2009;min. The methanol was discarded, and the plates were air-dried again. A 1% crystal violet staining solution (1&#x2009;mL/well) was then added to stain the biofilms for 1&#x2009;h. Subsequently, the PBS was used to carefully wash away the crystal violet staining solution until it became colorless, after which the plates were left to air dry. The OD<sub>570</sub> was then determined using a Multifunctional Fluorescent Enzyme Labeler (Spectra Max M5, United States).</p>
</sec>
<sec id="sec10">
<label>2.8</label>
<title>Adenosine triphosphate measurement</title>
<p>First, the bacterial cultures were centrifugally washed with PBS at 6,000&#x2009;rpm for 5&#x2009;min and then subjected to ATP measurement per the instructions in the ATP Assay Kit (Beyotime Biotechnology Co. Ltd., China). Chemiluminescence measurements were recorded using MFEL (SpectraMax M5, United States), and the data were normalized to the total amount of protein measured per the instructions in the BCA Protein Concentration Measurement Kit (Beyotime Biotechnology Co. Ltd., China).</p>
</sec>
<sec id="sec11">
<label>2.9</label>
<title>Total RNA extraction and real-time fluorescent quantitative reverse transcription polymerase chain reaction analysis</title>
<p>The samples were transferred to ice for immediate cooling, and total RNA extraction was performed per the instructions in the Gram-Positive Microbes RNA Isolation Kit (Beibei Biotechnology Co, China). Subsequently, reverse transcription polymerase chain reaction (RT-qPCR) was conducted to convert total RNA into cDNA using the first strand cDNA synthesis kit (Tiangen, China) and random primers. Subsequently, the Power Up SYBR Master Mix (ThermoFisher, United States) was used for real-time PCR analysis, along with the CFX96 Real-Time System (Bio-Rad Laboratories Inc., Hercules, United States). The absolute quantification method was utilized for determining the mRNA levels of specific genes related to pheromones, such as those encoding pheromones and responding to them. The 16S rRNA gene was utilized as an internal reference for normalization purposes. The primer sequences for RT-qPCR analysis can be found in <xref rid="SM1" ref-type="supplementary-material">Supplementary Table S1</xref>, and were designed with the assistance of DNASTAR.</p>
</sec>
<sec id="sec12">
<label>2.10</label>
<title>Statistical analysis</title>
<p>The experiments were independently repeated a minimum of three times. Data analysis was conducted with SPSS 25 software (IBM, Armonk, NY). All data were presented as mean&#x2009;&#x00B1;&#x2009;standard deviation (SD) and were analyzed using the independent samples t-test or one-way analysis of variance followed by the student&#x2013;Newman&#x2013;Keuls test. Results or differences with <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 were considered statistically significant.</p>
</sec>
</sec>
<sec sec-type="results" id="sec13">
<label>3</label>
<title>Results</title>
<sec id="sec14">
<label>3.1</label>
<title>Pheromone cCF10 prevented the formation of persister cells in <italic>Enterococcus faecalis</italic></title>
<p>Herein, we first established a persistent bacteria model and subjected <italic>E. faecalis</italic> strains to a series of persister analyses to examine the effect of pheromone cCF10 on the formation of <italic>E. faecalis</italic> persister cells (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figures S1</xref>, <xref rid="SM1" ref-type="supplementary-material">S2</xref>). According to the &#x201C;biphasic killing&#x201D; curve, bacterial populations decreased sharply after antibiotic exposure and plateaued at 8&#x2009;h (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S2B</xref>). Furthermore, the number of surviving bacteria was almost stable when antibiotic concentrations exceeded 20&#x2009;mg/L, indicating that the surviving bacteria were persisters (<xref ref-type="bibr" rid="ref7">Balaban et al., 2004</xref>; <xref ref-type="bibr" rid="ref51">Lewis, 2007</xref>; <xref ref-type="bibr" rid="ref47">Kint et al., 2012</xref>; <xref ref-type="bibr" rid="ref39">Harms et al., 2016</xref>). Based on SEM images (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S2C</xref>), normal-growing <italic>E. faecalis</italic> cells exhibited a relatively round and full morphology, whereas LVF-exposed cells shriveled, with a large amount of biofilm attached to their surfaces, further indicating that the surviving bacteria were persisters. Extracellular polymers (EPS) is mainly a number of polymer substances, such as polysaccharides, proteins and nucleic acids. Our results showed that more polysaccharides, proteins and nucleic acids were produced around the persisters compared to normal bacteria (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S3</xref>). Unlike dead bacteria, the persistent bacteria were able to resuscitate after the removal of antibiotic pressure. To illustrate this point, we added electron microscope images of the persistent bacteria at different resuscitation times (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S4</xref>). We observed changes in the morphology of bacteria that had been screened for antibiotics when added to fresh media. We found that after 1&#x2009;h of resuscitation, most of the bacteria in the visual field returned to normal bacterial form. In addition, we also compared the resuscitation curves of the persisters and the sterilization curves of the recovered persisters. We obtained the same growth curve as normal bacteria (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S5A</xref>). Then we exposed the resuscitated to 20&#x2009;mg/L of levofloxacin hydrochloride for 12&#x2009;h. We found that the screened bacteria were still sensitive to levofloxacin hydrochloride (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S5B</xref>). Our results indicated that the bacteria we screened were persisters rather than resistant bacteria.</p>
<p>Although bacterial growth was not affected when <italic>E. faecalis</italic> OGIRF was exposed to 10 and 12&#x2009;ng/mL cCF10 concentrations (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S6</xref>), the persister rate decreased from 0.109 to 0.050 and 0.047% (<xref ref-type="fig" rid="fig1">Figure 1A</xref>). This finding indicated that cCF10 could inhibit the formation of <italic>E. faecalis</italic> persisters. Interestingly, the persister rate of <italic>E. faecalis</italic> increased to 0.201%, 0.211%, and 0.205% when pheromone concentrations reached 14, 18, and 20&#x2009;ng/mL, respectively. It could be attributed to the fact that the excessively high pheromone concentrations exceeded the regulatory range of <italic>E. faecalis</italic>, interfering with the physiological metabolism of the bacterium.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption><p>Pheromone cCF10 inhibited the formation of persister cells. <bold>(A)</bold> The effects of different concentrations of cCF10 on persister rate in OG1RF. <bold>(B)</bold> Influence of different concentrations of cCF10 on persister rate in OG1RF<italic>&#x2206;ccfA</italic>. The results represent the mean&#x2009;&#x00B1;&#x2009;standard deviation (SD) of three biological replicates. <bold>(C)</bold> Representative SEM images of showing the morphology of bacteria after LVF treatment in the OG1RF<italic>&#x2206;ccfA</italic> (1&#x2013;2) and the control group (3&#x2013;4). Significant differences between groups are presented with <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 and <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.01.</p></caption>
<graphic xlink:href="fmicb-15-1408701-g001.tif"/>
</fig>
<p>We also detected the persister rate of a mutant OG1RF<italic>&#x2206;ccfA</italic> strain to verify the effect of cCF10 on the formation of <italic>E. faecalis</italic> persistence. According to the results, the persister rate of the mutant strain increased to 0.31%. On the other hand, adding exogenous cCF10 at 10 and 20&#x2009;ng/mL concentrations reduced the persister rate to 0.064% and 0.043%, respectively (<xref ref-type="fig" rid="fig1">Figure 1B</xref>), further indicating that the pheromone cCF10 could inhibit the persistence of <italic>E. faecalis</italic> within a certain range. To confirm the specificity of cCF10, we employed a site-mutated sequence called cCF10-F. Our results indicated that unlike cCF10, cCF10-F did not impact the formation of OG1RF persisters (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S7</xref>). Based on SEM images (<xref ref-type="fig" rid="fig1">Figure 1C</xref>), normal-growing OG1RF&#x2206;<italic>ccfA</italic> cells exhibited a rounded and plump morphology, whereas LVF-exposed cells had a shriveled appearance, indicating that the surviving bacteria were persisters.</p>
</sec>
<sec id="sec15">
<label>3.2</label>
<title>Accumulation of biofilm played a crucial role in the generation of <italic>Enterococcus faecalis</italic> persisters</title>
<p>Herein, the persisters were screened with 20&#x2009;mg/L LVF at different culture times to evaluate the changes in persister rate during the OG1RF growth stages. The bacteria reached the logarithmic phase at 4&#x2009;h, at which the persister rate was 0.11%, and plateaued at 6&#x2009;h at which the persister rate was 7.68%. Furthermore, the persister generation rate gradually increased with the growth of OG1RF, exhibiting 0.25%, 0.72%, and 2.48% persister rates after growth for 4.5, 5, and 5.5&#x2009;h, respectively (<xref ref-type="fig" rid="fig2">Figure 2A</xref>). To explore the potential mechanisms, we evaluated the biofilm content of OG1RF during the growth process. The results (<xref ref-type="fig" rid="fig2">Figure 2B</xref>) revealed OG1RF biofilm accumulation during the growth process (the OD<sub>570</sub> changed from 0.204 to 1.289). Notably, although there was a concomitant increase in pheromone content as the bacterial population proliferated (<xref ref-type="fig" rid="fig2">Figure 2C</xref>), this heightened pheromone concentration did not cause a decline in the persister rate. Furthermore, the biofilm exerted its primary influence during this period. Additionally, we measured biofilm content in <italic>E. faecalis</italic> to investigate the potential impact of pheromones on biofilm formation. According to the results, bacteria accumulated a large amount of biofilm after persistence (OD<sub>570</sub> increased from 0.442 to 0.600 to 0.601), and cCF10 addition did not alter biofilm accumulation (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S8</xref>). To support this idea, we added the results of different concentrations (8, 10, 12, 14, 18, and 20&#x2009;ng/mL) of cCF10 on OG1RF biofilm formation. Our results suggested that pheromones do not affect the formation of bacterial biofilms compared to control group (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S9</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption><p>The formation of the persistence depends on biofilm accumulation in <italic>Enterococcus faecalis</italic>. Changes in persister rates <bold>(A)</bold>, biofilm accumulation <bold>(B)</bold>, and cCF10 concentration <bold>(C)</bold> at different growth periods in OG1RF. Significant differences between groups were calculated using repeated measures variance and are expressed as <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 and <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.01. The results represent the mean&#x2009;&#x00B1;&#x2009;SD of three biological replicates.</p></caption>
<graphic xlink:href="fmicb-15-1408701-g002.tif"/>
</fig>
</sec>
<sec id="sec16">
<label>3.3</label>
<title>Gene regulatory pathways involved in cCF10 inhibited <italic>Enterococcus faecalis</italic> persistence</title>
<p>Herein, we examined transcript level changes to further determine the molecular mechanisms of <italic>E. faecalis</italic> persistence and the mechanism by which cCF10 inhibits OG1RF persistence. We described the process of transcriptomics analysis in detail in <xref rid="SM1" ref-type="supplementary-material">Supplementary Text S5</xref>. Persisters had 2,065 differential genes compared to normal bacteria (<xref ref-type="fig" rid="fig3">Figure 3A</xref>). On the other hand, the cCF10 treatment group had 231 differential genes compared to the persisters group (<xref ref-type="fig" rid="fig3">Figure 3B</xref>). The top 20 enriched pathways are shown in order of q-value from smallest to largest. DEGs were mainly concentrated in metabolic pathways in normal and persisters groups (<xref ref-type="fig" rid="fig3">Figure 3C</xref>). On the other hand, in the persisters and cCF10 treatment groups, the results showed that the DEGs were mainly enriched in ABC transfer system (<xref ref-type="fig" rid="fig3">Figure 3D</xref>). Furthermore, in the persisters group, the expression levels of genes involved in DNA replication (<xref ref-type="fig" rid="fig3">Figure 3E</xref>) and ATP synthesis (<xref ref-type="fig" rid="fig3">Figure 3F</xref>) were decreased compared to normal bacteria. Among genes involved in DNA replication, <italic>danB2</italic> exhibited the most significant changes (<xref ref-type="fig" rid="fig3">Figure 3E</xref>), with reductions to 0.89 and 0.90 times that of the control group in the persister and cCF10 treatment groups, respectively. On the other hand, among the genes associated with ATP synthesis, <italic>atpB</italic> (<xref ref-type="fig" rid="fig3">Figure 3F</xref>) had the most significant alterations, with reductions to 0.79-fold and 0.80-fold that of the control group in the persister and cCF10 treatment groups, respectively. In addition, to further verify whether cCF10 could alter the energy metabolism of OG1RF and prevent bacterial persistence, we focused on changes in gene expression levels associated with glycolysis and tricarboxylic acid (TCA) cycling. Clearly, the expression levels of genes related to metabolism decreased after the bacteria entered the persistence state. In cCF10 treatment group, the expression levels of genes (<italic>gatC, gatA</italic>, <italic>gatB</italic>, <italic>galK</italic>, <italic>nifJ</italic>, <italic>lpd</italic>, <italic>aceF</italic>, and <italic>pdhA</italic>) were all increased. Of these, <italic>galk</italic> showed the most significant change with a 1.07-fold increase compared to the persisters group (<xref ref-type="fig" rid="fig3">Figures 3K</xref>,<xref ref-type="fig" rid="fig3">L</xref>). Furthermore, <italic>phoU</italic> expression (<xref ref-type="fig" rid="fig3">Figure 3G</xref>) in the persister and cCF10 treatment groups were 0.89-fold and 0.90-fold that of the control group, respectively. These findings indicate a notable <italic>phoU</italic> downregulation following bacterial persistence. Furthermore, <italic>recA</italic>, which is associated with SOS response, was upregulated by 1.19-fold (in the persisters group) and 1.17-fold (in the cCF10 treatment group) relative to the control group (<xref ref-type="fig" rid="fig3">Figure 3H</xref>). The Opp2 system serves as the conduit for cCF10 secretion and uptake in OG1RF (<xref ref-type="bibr" rid="ref79">Segawa et al., 2021</xref>). In the persisters group, the expression levels of genes involved in Opp2 system were decreased compared to normal bacteria (<xref ref-type="fig" rid="fig3">Figure 3I</xref>). However, no changes in Opp2 system gene expression were found in cCF10 treatment group compared to persisters (<xref ref-type="fig" rid="fig3">Figure 3I</xref>). In order to further verify this result, we carried out laboratory verification in 3.4. Our results have shown that the accumulation of biofilm played a crucial role in the generation of <italic>E. faecalis</italic> persisters. Although transcriptomic results showed that the expression of several genes (<italic>gelE</italic>, <italic>ccpA</italic>, <italic>eno</italic>, <italic>can</italic> and <italic>OG1RF_12096</italic>) associated with biofilm formation was mostly reduced in the persistent bacteria compared with normal bacteria (<xref ref-type="fig" rid="fig3">Figure 3J</xref>). However, no changes in biofilm formation genes expression were found in cCF10 treatment group compared to persisters. In addition, we added different concentrations of cCF10 during the growth of OG1RF in order to further verify the effect of cCF10 on OG1RF biofilm formation. Consistently, the addition of cCF10 did not alter the formation of OG1RF biofilms (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S9</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption><p>Alterations in the abundance of key genes associated with the persistence. <bold>(A)</bold> A volcano map of differential genes in the normal bacteria and persister cells. DEG, differentially expressed genes. <bold>(B)</bold> A volcano map of differential genes in the persister cells and 10&#x2009;ng/mL cCF10 treatment groups. Red dots represent up regulation, and green dots indicate down-regulated. KEGG pathway enriched analysis. <bold>(C)</bold> The enriched pathway involved in target genes were showed in the normal bacteria and persister cells. <bold>(D)</bold> The enriched pathway involved in target genes were showed in the persister cells and 10&#x2009;ng/mL cCF10 treatment groups. KEGG, Kyoto Encyclopedia of Genes and Genomes. Rich factor refers to the ratio of the number of differentially expressed genes enriched to the number of annotated genes in the pathway. Q-value (value range 0&#x2013;1) is the <italic>p</italic>-value after correction by multiple hypothesis testing. Changes in the expression of genes related to DNA replication <bold>(E)</bold>, ATP <bold>(F)</bold>, (p)ppGpp <bold>(G)</bold>, SOS response <bold>(H)</bold>, Opp2 system <bold>(I)</bold>, biofilm formation <bold>(J)</bold>, glycolysis <bold>(K)</bold> and TCA cycle <bold>(L)</bold> in different groups (<italic>N</italic>&#x2009;=&#x2009;4). TCA, tricarboxylic acid cycle.</p></caption>
<graphic xlink:href="fmicb-15-1408701-g003.tif"/>
</fig>
</sec>
<sec id="sec17">
<label>3.4</label>
<title>cCF10 prevented bacterial persistence by motivating the Opp2 system and hampering (p)ppGpp accumulation</title>
<p>The Opp system serves as the conduit for pheromone secretion and uptake (<xref ref-type="bibr" rid="ref79">Segawa et al., 2021</xref>). <xref ref-type="bibr" rid="ref79">Segawa et al. (2021)</xref> discovered that pheromone uptake in <italic>E. faecalis</italic> OG1RF was primarily dependent on the Opp2 system. The OppA lipoprotein is a well-conserved protein known for its ability to bind peptides. It interacts with an ABC transporter system consisting of two channel-forming proteins (OppB and OppC) and two membrane-associated ATPases (OppD and OppF; <xref ref-type="bibr" rid="ref79">Segawa et al., 2021</xref>). Herein, we found that the expression of genes related to the Opp2 system decreased after bacteria entered the persistence phase (<xref ref-type="fig" rid="fig4">Figure 4</xref>), indicating that the pheromone-binding ability of <italic>E. faecalis</italic> persisters was reduced and that the uptake pathway was partially blocked. However, <italic>opp2A</italic> expression (<xref ref-type="fig" rid="fig4">Figure 4A</xref>) increased by 1.61-fold (10&#x2009;ng/mL of cCF10) and 1.11-fold (14&#x2009;ng/mL of cCF10) relative to the persisters group, suggesting that the cCF10-binding ability was improved. Similar changes were observed in <italic>opp2B</italic>, <italic>opp2C, opp2D</italic>, and <italic>opp2F</italic>. The expression of <italic>opp2B</italic> (<xref ref-type="fig" rid="fig4">Figure 4B</xref>) increased, respectively, by 1.25-fold (10&#x2009;ng/mL of cCF10) and 1.50-fold (14&#x2009;ng/mL of cCF10) relative to the persisters group, suggesting that the cCF10-binding ability was improved. The expression of <italic>opp2C</italic> (<xref ref-type="fig" rid="fig4">Figure 4C</xref>) increased, respectively, by 1.90-fold (10&#x2009;ng/mL of cCF10) and 1.62-fold (14&#x2009;ng/mL of cCF10) relative to the persisters group, suggesting that the cCF10-binding ability was improved. The expression of <italic>opp2D</italic> (<xref ref-type="fig" rid="fig4">Figure 4D</xref>) increased, respectively, by 1.53-fold (10&#x2009;ng/mL of cCF10) and 1.66-fold (14&#x2009;ng/mL of cCF10) relative to the persisters group, suggesting that the cCF10-binding ability was improved. The expression of <italic>opp2F</italic> (<xref ref-type="fig" rid="fig4">Figure 4E</xref>) increased, respectively, by 2.43-fold (10&#x2009;ng/mL of cCF10) and 3.11-fold (14&#x2009;ng/mL of cCF10) relative to the persisters group, suggesting that the cCF10-binding ability was improved. These findings suggested that cCF10 could induce the Opp2 system and enter bacterial cells.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption><p>Exogenous cCF10 induces Opp system and enters cells in <italic>Enterococcus faecalis</italic>. Expression of the related genes of Opp system including <italic>opp2A</italic> <bold>(A)</bold><italic>, opp2B</italic> <bold>(B)</bold><italic>, opp2C</italic> <bold>(C)</bold><italic>, opp2D</italic> <bold>(D)</bold>, and <italic>opp2F</italic> <bold>(E)</bold> in different treatment groups. Significant differences between groups were calculated using analysis of variance and presented by <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 and <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.01. The results represent the mean&#x2009;&#x00B1;&#x2009;SD of three biological replicates.</p></caption>
<graphic xlink:href="fmicb-15-1408701-g004.tif"/>
</fig>
<p>(p)ppGpp is a signaling molecule that bacteria produce when they encounter challenging conditions, such as exposure to antibiotics. The build-up of (p)ppGpp can ultimately interfere with the movement of protons and inhibit ATP synthesis, leading to bacterial dormancy (<xref ref-type="bibr" rid="ref81">Shang et al., 2020</xref>). Alterations in (p)ppGpp production negatively affect bacterial stress survival and virulence in <italic>E. faecalis</italic>, and (p)ppGpp directly inhibits the activity of enzymes involved in GTP biosynthesis (<xref ref-type="bibr" rid="ref35">Gaca et al., 2013</xref>, <xref ref-type="bibr" rid="ref34">2015</xref>). According to research, RelA (synthase) and SpoT (hydrolase) maintain a steady state of (p)ppGpp (<xref ref-type="bibr" rid="ref40">Hobbs and Boraston, 2019</xref>). At the same time, <italic>phoU</italic> was reported to affect the intracellular level of (p)ppGpp (<xref ref-type="bibr" rid="ref81">Shang et al., 2020</xref>). Herein, <italic>relA</italic> (<xref ref-type="fig" rid="fig5">Figure 5A</xref>) and <italic>spoT</italic> (<xref ref-type="fig" rid="fig5">Figure 5B</xref>) expression decreased after the formation of persisters, and no significant changes were observed in the cCF10 treatment group. Furthermore, <italic>phoU</italic> expression (<xref ref-type="fig" rid="fig5">Figure 5C</xref>) in the cCF10 treatment group was 4.5&#x2009;&#x00D7;&#x2009;10<sup>&#x2212;5</sup> copies/16&#x2009;s RNA, a 3.21-fold increase compared to the persisters group. These findings indicate that cCF10 could inhibit persistence by suppressing (p)ppGpp production in <italic>E. faecalis</italic>.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption><p>cCF10 inhibits (p)ppGpp accumulation. The expression of the (p)ppGpp encoding genes <italic>relA</italic> <bold>(A)</bold> and s<italic>poT</italic> <bold>(B)</bold> in different treatment groups. The expression of <italic>phoU</italic>, a gene encoding the regulatory protein PhoU of the phosphate transport system, in different treatment groups <bold>(C)</bold>. Significant differences between groups were obtained using analysis of variance and presented with <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 and &#x002A;&#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01. The results represent the mean&#x2009;&#x00B1;&#x2009;SD of three biological replicates.</p></caption>
<graphic xlink:href="fmicb-15-1408701-g005.tif"/>
</fig>
</sec>
<sec id="sec18">
<label>3.5</label>
<title>cCF10 reduces persister cell generation via maintaining the metabolically active state of bacteria</title>
<p>Repressed metabolic activity is a distinctive feature of bacterial persistence (<xref ref-type="bibr" rid="ref4">Amato et al., 2014</xref>). Herein, When OG1RF entered the persistence state, ATP level decreased from 1.91&#x2009;&#x03BC;mol/ mg protein to 0.20&#x2009;&#x03BC;mol/ mg protein. We also observed that compared to the persisters group, 10&#x2009;ng/mL cCF10 treatment group significantly promoted ATP synthesis (about 1.16-fold). However, the ATP content decreased by ~0.91 times relative to that of the persisters group after adding 14&#x2009;ng/mL of cCF10 (<xref ref-type="fig" rid="fig6">Figure 6A</xref>). Additionally, we assessed the expression levels of genes involved in energy metabolism, including ATP synthesis and DNA replication to further investigate the effect of cCF10 in preventing the formation of persister cells. As expected, <italic>atpB</italic> (<xref ref-type="fig" rid="fig6">Figure 6B</xref>) and <italic>atpD</italic> (<xref ref-type="fig" rid="fig6">Figure 6C</xref>) were downregulated after persistence (~0.073-fold and 0.069-fold of normal bacteria, respectively). After cCF10 exposure, <italic>atpB</italic> and <italic>atpD</italic> were upregulated by 2.82-fold and 1.29-fold, respectively, compared to the persisters group, further implying that cCF10 could inhibit persistence by increasing ATP levels. Similarly, <italic>danB</italic> (<xref ref-type="fig" rid="fig6">Figure 6D</xref>), <italic>danE</italic> (<xref ref-type="fig" rid="fig6">Figure 6E</xref>), and <italic>recG</italic> (<xref ref-type="fig" rid="fig6">Figure 6F</xref>) expression levels in persister cells were 0.15, 0.18, and 0.11 times those in normal bacteria, respectively. Notably, cCF10 upregulated <italic>danE</italic> (<xref ref-type="fig" rid="fig6">Figure 6E</xref>) from 7.9&#x2009;&#x00D7;&#x2009;10<sup>&#x2212;6</sup> to 1.3&#x2009;&#x00D7;&#x2009;10<sup>&#x2212;5</sup> copies/16&#x2009;s RNA (~1.6-fold increase) compared to persisters. These findings illustrated that cCF10 reduces the generation of persister cells by maintaining the metabolic activity of <italic>E. faecalis</italic> OG1RF.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption><p>cCF10 maintains the metabolically active state of <italic>Enterococcus faecalis</italic>. Changes in ATP synthesis in the indicated treatment groups <bold>(A)</bold>. The expression of the ATP related genes <italic>atpB</italic> <bold>(B)</bold> and <italic>atpD</italic> <bold>(C)</bold> in different groups. The expression of <italic>danB</italic> <bold>(D)</bold><italic>, danE</italic> <bold>(E)</bold>, and <italic>recG</italic> <bold>(F)</bold> genes related to DNA replication in the indicated groups. Significant differences between groups were analyzed using analysis of variance and are presented with <sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 and <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.01. The results represent the mean&#x2009;&#x00B1;&#x2009;SD of three biological replicates.</p></caption>
<graphic xlink:href="fmicb-15-1408701-g006.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec19">
<label>4</label>
<title>Discussion</title>
<p>Persisters are key in the recurrence of chronic infections (<xref ref-type="bibr" rid="ref39">Harms et al., 2016</xref>), exerting a significant influence on disease persistence and treatment outcomes. Persister cells have been the focus of extensive research in recent times. Persisters, specifically <italic>Enterococci</italic>, the second most Gram-positive pathogen (<xref ref-type="bibr" rid="ref42">Kalfopoulou and Huebner, 2020</xref>), are a common cause of chronic recurrent infections such as chronic endocarditis. Although <italic>Enterococci</italic>-initiated nosocomial infections may potentially be associated with bacterial persistence (<xref ref-type="bibr" rid="ref23">Conlon, 2014</xref>), there are few studies on <italic>Enterococci</italic> persisters. Herein, we investigated the processes and mechanisms underlying the formation of <italic>E. faecalis</italic> persistence using an <italic>E. faecalis</italic> persistence model. The persistence rate of <italic>E. faecalis</italic> OG1RF was as high as 0.109%, ~10-fold greater than that of Gram-negative bacteria such as <italic>E. coli</italic> (<xref ref-type="bibr" rid="ref93">Wang et al., 2022</xref>). Our findings indicated that <italic>Enterococci</italic> exhibited a heightened propensity for persister cell formation, warranting widespread attention. According to research, <italic>Enterococci</italic> biofilms exhibit inherent antimicrobial tolerance, posing a significant challenge to managing infections (<xref ref-type="bibr" rid="ref17">Ch&#x2019;ng et al., 2019</xref>) and potentially contributing to persistence. This study revealed that biofilm accumulation promoted persister formation in <italic>E. faecalis</italic> (<xref ref-type="fig" rid="fig2">Figure 2</xref>). Consistently, <xref ref-type="bibr" rid="ref45">Kaviar et al. (2022)</xref> reported that the expression of biofilm-associated genes (<italic>esp., agg</italic>, and <italic>gelE</italic>) were higher among persisters compared to non-persister <italic>E. faecalis</italic> isolates. Therefore, biofilm enrichment serves as a pivotal step in <italic>E. faecalis</italic> persistence formation.</p>
<p>Numerous studies have proposed strategies for combating bacterial resistance (<xref ref-type="bibr" rid="ref2">Allegretta et al., 2017</xref>; <xref ref-type="bibr" rid="ref8">Baldry et al., 2020</xref>; <xref ref-type="bibr" rid="ref58">Liu et al., 2020</xref>, <xref ref-type="bibr" rid="ref56">2021</xref>; <xref ref-type="bibr" rid="ref90">Wainwright et al., 2021</xref>). Among them, enhancing the effectiveness of conventional antibiotics has been reported as a viable approach, and recent studies have extensively documented different categories of metabolites, as well as adjuncts for augmenting antibiotic potency (<xref ref-type="bibr" rid="ref55">Liu et al., 2019</xref>; <xref ref-type="bibr" rid="ref60">Lv et al., 2022</xref>). Certain compounds, including n-butanol and cajaninstilbene acid derivatives (<xref ref-type="bibr" rid="ref55">Liu et al., 2019</xref>; <xref ref-type="bibr" rid="ref60">Lv et al., 2022</xref>), have demonstrated therapeutic efficacy against persistent bacteria. Nevertheless, these compounds could cause cellular toxicity. Facilitating persister resuscitation is also considered an effective treatment against bacterial persistence (<xref ref-type="bibr" rid="ref27">Defraine et al., 2018</xref>). Specific signaling molecules involved in nutritional (<xref ref-type="bibr" rid="ref30">Dunny and Leonard, 1997</xref>) and fatty acid signaling (<xref ref-type="bibr" rid="ref62">Marques et al., 2014</xref>) can modulate bacterial metabolism, facilitating persister resuscitation. For example, <xref ref-type="bibr" rid="ref26">Davies and Marques (2009)</xref> demonstrated that cis-DA, a fatty acid signaling molecule, could induce the dissipation of already-formed biofilms and inhibit biofilm development. <xref ref-type="bibr" rid="ref62">Marques et al. (2014)</xref> reported that cis-DA could induce a bacterial transition from a persistent to a highly antimicrobial-sensitive state. Compared to those treated with ciprofloxacin alone, the presence of cis-DA resulted in a significant reduction of 1 to 2 logarithmic orders in the population of persister cells for both <italic>P. aeruginosa</italic> and <italic>E. coli</italic> (<xref ref-type="bibr" rid="ref62">Marques et al., 2014</xref>). Similarly, our findings demonstrated that cCF10, existing as short peptides in <italic>Enterococci</italic>, regulated the formation of <italic>E. faecalis</italic> persister cells in a concentration-dependent manner. The persister rate decreased from 0.109 to 0.050 and 0.047% when <italic>E. faecalis</italic> OGIRF was exposed to cCF10 concentrations of 10 and 12&#x2009;ng/mL (<xref ref-type="fig" rid="fig1">Figure 1A</xref>).</p>
<p>Interestingly, we observed a gradual increase in the persister rate of <italic>E. faecalis</italic> during growth, which was accompanied by an upward trend in extracellular cCF10 pheromone concentration. This phenomenon could be attributed to the fact that the extracellular pheromone concentrations ranged from 0.04 to 0.08&#x2009;ng/mL (<xref ref-type="fig" rid="fig2">Figure 2</xref>), whereas the inhibitory effects against <italic>E. faecalis</italic> persistence were observed when the additional cCF10 concentration reached 10&#x2009;ng/mL (<xref ref-type="fig" rid="fig1">Figure 1</xref>), indicating that bacterial persistence could only be suppressed at a specific pheromone concentration threshold. Similarly, in our previous studies on conjugative transfer of plasmid, we also found that cCF10 induced the active state of bacteria in a certain range and then induced the transfer of plasmid, whereas higher concentrations of cCF10 inhibited the process (<xref ref-type="bibr" rid="ref99">Yang et al., 2022</xref>). It may be because the high concentration of cCF10 affects the normal metabolism of bacteria. Besides, our results also indicated that the growth of OG1RF was inhibited by 40&#x2009;ng/mL of cCF10 (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S6</xref>). Concentrations of cCF10 below 40&#x2009;ng/mL above 10&#x2009;ng/mL affected OG1RF metabolism, although not OG1RF growth. Therefore, it is that elevated cCF10 levels disrupt bacterial metabolism and lead to bacterial persistence. Our findings also confirmed that biofilm content increased gradually during the growth process and that the gradual augmentation of biofilm content increased the persistence rates (<xref ref-type="bibr" rid="ref74">Perez et al., 2014</xref>). However, elevated levels of cCF10 alone could not reverse this phenomenon. Consequently, we elucidated the two modes that impact the persistence process of <italic>E. faecalis</italic>, specifically the regulation of biofilm formation and pheromone effects. This deduction offers valuable insights into future efforts to combat <italic>E. faecalis</italic> persisters.</p>
<p>Subsequently, we investigated the mechanism by which cCF10 regulates the formation of persisters. Our results confirmed that the Opp system was suppressed during persistence, indicating a partial closure of the pheromone intake pathway in <italic>E. faecalis</italic>. Moreover, the results further confirmed that cCF10 modulated the expression of Opp2 system (<xref ref-type="fig" rid="fig4">Figure 4</xref>), implying that cCF10 may induce the Opp2 system. Peptide uptake in numerous bacterial species is predominantly facilitated by oligopeptide permease systems, which consists of a set of five protein constituents (<xref ref-type="bibr" rid="ref29">Dunny, 2013</xref>). The OppA lipoprotein is a well-conserved protein known for its ability to bind peptides. It interacts with an ABC transporter system consisting of two channel-forming proteins (OppB and OppC) and two membrane-associated ATPases (OppD and OppF; <xref ref-type="bibr" rid="ref13">Berntsson et al., 2012</xref>; <xref ref-type="bibr" rid="ref65">Moraes et al., 2014</xref>). Together, this system facilitates the binding and transport of a wide range of peptides across different species (<xref ref-type="bibr" rid="ref65">Moraes et al., 2014</xref>). Exogenous pheromone cCF10 is transported into the cell via the Opp system during ATP hydrolysis (<xref ref-type="bibr" rid="ref13">Berntsson et al., 2012</xref>; <xref ref-type="bibr" rid="ref29">Dunny, 2013</xref>). <xref ref-type="bibr" rid="ref79">Segawa et al. (2021)</xref> indicated that the pheromone import in <italic>E. faecalis</italic> OG1RF was dependent on a functional Opp2 system. The Opp transport protein system, besides serving as a signaling molecule for intercellular communication in Gram-positive bacteria, also can capture extracellular nutrients (<xref ref-type="bibr" rid="ref65">Moraes et al., 2014</xref>). Therefore, we thought that activation of the Opp system by cCF10 sustained cellular energy metabolism, thus inhibiting bacterial persistence. Formation of the persistence is induced by growth stagnation (<xref ref-type="bibr" rid="ref61">Manuse et al., 2021</xref>). <xref ref-type="bibr" rid="ref12">Bekale et al. (2023)</xref> reported that the persistence of <italic>E. coli</italic> might be regulated by ATP levels. Notably, accumulation of (p)ppGpp stimulated the production of toxin, thereby causing membrane potential collapse and ATP depletion, leading to bacterial dormancy (<xref ref-type="bibr" rid="ref71">Pan et al., 2023</xref>). Analysis of the transcriptome results showed that cCF10 affected the expression of energy metabolism and (p)ppGpp related genes in <italic>E. faecalis</italic> (<xref ref-type="fig" rid="fig3">Figure 3</xref>). Two enzymes RelA (synthase) and SpoT (hydrolase) maintain a steady state of (p)ppGpp (<xref ref-type="bibr" rid="ref40">Hobbs and Boraston, 2019</xref>). Simultaneously, inactivation of <italic>phoU</italic> can enhance (p)ppGpp accumulation (<xref ref-type="bibr" rid="ref81">Shang et al., 2020</xref>). This study revealed that exposure to cCF10 upregulated the expression of <italic>phoU</italic>, thereby inhibiting (p)ppGpp accumulation (<xref ref-type="fig" rid="fig5">Figure 5</xref>). Further, accumulation of (p)ppGpp inhibited bacterial energy metabolism, thereby inducing bacterial dormancy (<xref ref-type="bibr" rid="ref71">Pan et al., 2023</xref>). Our results demonstrated that cCF10 promoted the expression of <italic>atpB</italic> and <italic>atpD</italic> (<xref ref-type="fig" rid="fig6">Figure 6</xref>), which encode ATP synthetases.</p>
<p>Therefore, the present results indicate that the exogenous cCF10 entered the cell through the Opp channel, promoting ATP synthesis and sustaining bacterial energy metabolism. In general, the diminution of energy metabolism levels in bacteria induces bacterial persistence, as the majority of antibiotics exert their bactericidal effects by disrupting active, energy-dependent targets. In addition, the primary mechanism of action of the LVF employed in our study entails the suppression of bacterial DNA gyrase activity. Our study further confirmed that the external pheromone cCF10 enhanced the expression of <italic>dnaE</italic> (<xref ref-type="fig" rid="fig6">Figure 6</xref>), which encodes DNA polymerase III. This enzyme regulates the DNA replication by facilitating accurate and swift synthesis of DNA strands. The results suggested that cCF10 enhanced DNA replication, thereby augmenting the susceptibility of <italic>E. faecalis</italic> to the bactericidal effect of LVF. Consequently, cCF10 induced Opp system and entered bacterial cells to inhibit (p)ppGpp accumulation which maintained the metabolically active state of bacteria and reduced the generation of persister cells.</p>
</sec>
<sec sec-type="conclusions" id="sec20">
<label>5</label>
<title>Conclusion</title>
<p>In conclusion, this study found that during the growth of <italic>E. faecalis</italic> OG1RF, accumulation of biofilm contributed to the development of antibiotic persistence. Moreover, we found for the first time that cCF10 prevented the formation of persister cells at certain concentrations. Surprisingly, cCF10 mediated the antibiotic persistence of <italic>E. faecalis</italic> OG1RF by altering the metabolic activity rather than inhibiting biofilm formation. Addition of cCF10 improved the Opp system and entered bacterial cells to suppress the accumulation of (p)ppGpp. This maintained the metabolically active state of bacteria and reduced the formation of persister cells. These results provide valuable insights and expand our understanding of the formation and control mechanism of persisters in <italic>E. faecalis</italic>.</p>
</sec>
<sec sec-type="data-availability" id="sec21">
<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="sec27">Supplementary material</xref>.</p>
</sec>
<sec sec-type="author-contributions" id="sec22">
<title>Author contributions</title>
<p>LZ: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Investigation, Formal analysis. XY: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. XF: Formal analysis, Writing &#x2013; review &#x0026; editing. PY: Formal analysis, Writing &#x2013; review &#x0026; editing. XL: Formal analysis, Writing &#x2013; review &#x0026; editing. FW: Formal analysis, Writing &#x2013; review &#x0026; editing. ZS: Resources, Writing &#x2013; review &#x0026; editing. JW: Resources, Writing &#x2013; review &#x0026; editing. FS: Supervision, Writing &#x2013; review &#x0026; editing, Resources. ZQ: Supervision, Writing &#x2013; review &#x0026; editing, Resources.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec23">
<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 financially supported by National Natural Science Foundation of China (grant no. 42177414), the Shaanxi Provincial Science and Technology Key Project (no. 2023-YBNY-167), and the Xi&#x2019;an Municipal Science and Technology Project (no. 22GXFW0040).</p>
</sec>
<sec sec-type="COI-statement" id="sec24">
<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>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="disclaimer" id="sec25">
<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 sec-type="disclaimer" id="sec26">
<title>Author disclaimer</title>
<p>The content is solely the responsibility of the authors and does not necessarily represent the official views of the funding agencies.</p>
</sec>
<sec sec-type="supplementary-material" id="sec27">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2024.1408701/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2024.1408701/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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