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<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>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2024.1496223</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>Genomic analysis of <italic>Salmonella</italic> isolated from surface water and animal sources in Chile reveals new T6SS effector protein candidates</article-title>
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<name><surname>Amaya</surname> <given-names>Fernando A.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<name><surname>Blondel</surname> <given-names>Carlos J.</given-names></name>
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<name><surname>Reyes-M&#x00E9;ndez</surname> <given-names>Felipe</given-names></name>
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<name><surname>Rivera</surname> <given-names>D&#x00E1;cil</given-names></name>
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<name><surname>Moreno-Switt</surname> <given-names>Andrea</given-names></name>
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<name><surname>Toro</surname> <given-names>Magaly</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<name><surname>Badilla</surname> <given-names>Consuelo</given-names></name>
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<name><surname>Santiviago</surname> <given-names>Carlos A.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<name><surname>Pezoa</surname> <given-names>David</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Laboratorio de Microbiolog&#x00ED;a, Departamento de Bioqu&#x00ED;mica y Biolog&#x00ED;a Molecular, Facultad de Ciencias Qu&#x00ED;micas y Farmac&#x00E9;uticas, Universidad de Chile</institution>, <addr-line>Santiago</addr-line>, <country>Chile</country></aff>
<aff id="aff2"><sup>2</sup><institution>Facultad de Medicina y Facultad de Ciencias de la Vida, Instituto de Ciencias Biom&#x00E9;dicas, Universidad Andr&#x00E9;s Bello</institution>, <addr-line>Santiago</addr-line>, <country>Chile</country></aff>
<aff id="aff3"><sup>3</sup><institution>N&#x00FA;cleo de Investigaci&#x00F3;n en One Health, Facultad de Medicina Veterinaria y Agronom&#x00ED;a, Universidad de Las Am&#x00E9;ricas</institution>, <addr-line>Santiago</addr-line>, <country>Chile</country></aff>
<aff id="aff4"><sup>4</sup><institution>Escuela de Medicina Veterinaria, Facultad de Agronom&#x00ED;a e Ingenier&#x00ED;a Forestal, Facultad de Ciencias Biol&#x00F3;gicas y Facultad de Medicina, Pontificia Universidad Cat&#x00F3;lica de Chile</institution>, <addr-line>Santiago</addr-line>, <country>Chile</country></aff>
<aff id="aff5"><sup>5</sup><institution>Joint Institute for Food Safety and Applied Nutrition (JIFSAN), University of Maryland</institution>, <addr-line>College Park, MD</addr-line>, <country>United States</country></aff>
<aff id="aff6"><sup>6</sup><institution>Instituto de Nutrici&#x00F3;n y Tecnolog&#x00ED;a de los Alimentos (INTA), Universidad de Chile</institution>, <addr-line>Santiago</addr-line>, <country>Chile</country></aff>
<aff id="aff7"><sup>7</sup><institution>Departamento de Ciencias Qu&#x00ED;micas y Biol&#x00F3;gicas, Universidad Bernardo O'Higgins</institution>, <addr-line>Santiago</addr-line>, <country>Chile</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0015">
<p>Edited by: Qun Gao, Beijing Normal University, China</p>
</fn>
<fn fn-type="edited-by" id="fn0016">
<p>Reviewed by: Anastasia D. Gazi, Institut Pasteur, France</p>
<p>Ashish Kumar Singh, Center of Innovative and Applied Bioprocessing (CIAB), India</p>
<p>Xianglilan Zhang, State Key Laboratory of Pathogen and Biosafety of China, China</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Carlos A. Santiviago, <email>csantiviago@ciq.uchile.cl</email></corresp>
<corresp id="c002">David Pezoa, <email>dpezoa@udla.cl</email></corresp>
<fn fn-type="equal" id="fn0014"><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>11</day>
<month>12</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1496223</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>09</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>11</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Amaya, Blondel, Reyes-M&#x00E9;ndez, Rivera, Moreno-Switt, Toro, Badilla, Santiviago and Pezoa.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Amaya, Blondel, Reyes-M&#x00E9;ndez, Rivera, Moreno-Switt, Toro, Badilla, Santiviago and Pezoa</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>
<p>Type VI Secretion Systems (T6SS), widely distributed in Gram-negative bacteria, contribute to interbacterial competition and pathogenesis through the translocation of effector proteins to target cells. <italic>Salmonella</italic> harbor 5 pathogenicity islands encoding T6SS (SPI-6, SPI-19, SPI-20, SPI-21 and SPI-22), in which a limited number of effector proteins have been identified. Previous analyses by our group focused on the identification of candidate T6SS effectors and cognate immunity proteins in <italic>Salmonella</italic> genomes deposited in public databases. In this study, the analysis was centered on <italic>Salmonella</italic> isolates obtained from environmental sources in Chile. To this end, bioinformatics and comparative genomics analyses were performed using 695 genomes of <italic>Salmonella</italic> isolates representing 44 serotypes obtained from surface water and animal sources in Chile to identify new T6SS effector proteins. First, T6SS gene clusters were identified using the SecreT6 server. This analysis revealed that most isolates carry the SPI-6 T6SS gene cluster, whereas the SPI-19 and SPI-21 T6SS gene clusters were detected in isolates from a limited number of serotypes. In contrast, the SPI-20 and SPI-22 T6SS gene clusters were not detected. Subsequently, each ORF in the T6SS gene clusters identified was analyzed using bioinformatics tools for effector prediction, identification of immunity proteins and functional biochemical prediction. This analysis detected 20 of the 37 T6SS effector proteins previously reported in <italic>Salmonella</italic>. In addition, 4 new effector proteins with potential antibacterial activity were identified in SPI-6: 2 Rhs effectors with potential DNase activity (PAAR-RhsA-NucA_B and PAAR-RhsA-GH-E) and 2 effectors with potential RNase activity (PAAR-RhsA-CdiA and RhsA-CdiA). Interestingly, the repertoire of SPI-6 T6SS effectors varies among isolates of the same serotype. In SPI-19, no new effector protein was detected. Of note, some Rhs effectors of SPI-19 and SPI-6 present C-terminal ends with unknown function. The presence of cognate immunity proteins carrying domains present in <italic>bona fide</italic> immunity proteins suggests that these effectors have antibacterial activity. Finally, two new effectors were identified in SPI-21: one with potential peptidoglycan hydrolase activity and another with potential membrane pore-forming activity. Altogether, our work broadens the repertoire of <italic>Salmonella</italic> T6SS effector proteins and provides evidence that SPI-6, SPI-19 and SPI-21 T6SS gene clusters harbor a vast array of antibacterial effectors.</p>
</abstract>
<kwd-group>
<kwd><italic>Salmonella</italic></kwd>
<kwd>T6SS</kwd>
<kwd>Chile</kwd>
<kwd>effector</kwd>
<kwd>immunity protein</kwd>
</kwd-group>
<contract-num rid="cn1">11240160</contract-num>
<contract-num rid="cn2">DI-13/23</contract-num>
<contract-num rid="cn3">1212075</contract-num>
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<contract-sponsor id="cn1">FONDECYT</contract-sponsor>
<contract-sponsor id="cn2">Fondo Concursable Proyectos de Investigaci&#x00F3;n Regulares UDLA 2023</contract-sponsor>
<contract-sponsor id="cn3">FONDECYT</contract-sponsor>
<contract-sponsor id="cn4">FONDECYT</contract-sponsor>
<contract-sponsor id="cn5">ECOS-ANID</contract-sponsor>
<contract-sponsor id="cn6">HHMI-Gulbenkian International Research Scholar</contract-sponsor>
<contract-sponsor id="cn7">FONDECYT</contract-sponsor>
<contract-sponsor id="cn8">FDA of the U.S. Department of Health and Human Services (HHS) as part of financial assistance</contract-sponsor>
<contract-sponsor id="cn9">CONICYT/ANID</contract-sponsor>
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<meta-name>section-at-acceptance</meta-name>
<meta-value>Infectious Agents and Disease</meta-value>
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<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>The type VI secretion system (T6SS) is an apparatus composed of 13 structural proteins and several accessory proteins that deliver protein effectors into target cells by means of a contractile mechanism (<xref ref-type="bibr" rid="ref17">Coulthurst, 2019</xref>; <xref ref-type="bibr" rid="ref16">Cherrak et al., 2019</xref>). The T6SS needle is composed of an inner tube made of a stack of Hcp hexamer rings that is tipped by a trimer of VgrG and a proline-alanine&#x2013;alanine-arginine repeat (PAAR) protein. This internal structure is surrounded by a contractile sheath of polymerized TssB/TssC subunits assembled in an extended, metastable conformation (<xref ref-type="bibr" rid="ref57">Silverman et al., 2013</xref>; <xref ref-type="bibr" rid="ref16">Cherrak et al., 2019</xref>). Contraction of the sheath propels the needle complex toward the target cell (<xref ref-type="bibr" rid="ref12">Brackmann et al., 2017</xref>). T6SS effector proteins are classified as either cargo or specialized effectors. Cargo effectors are transported by non-covalent interaction with some core components (<xref ref-type="bibr" rid="ref17">Coulthurst, 2019</xref>), while specialized effectors are VgrG, Hcp or PAAR proteins carrying additional domains (<xref ref-type="bibr" rid="ref21">Durand et al., 2014</xref>; <xref ref-type="bibr" rid="ref68">Whitney et al., 2014</xref>; <xref ref-type="bibr" rid="ref20">Diniz and Coulthurst, 2015</xref>; <xref ref-type="bibr" rid="ref37">Ma et al., 2017</xref>; <xref ref-type="bibr" rid="ref45">Pissaridou et al., 2018</xref>).</p>
<p>T6SS effector proteins can target prokaryotic and/or eukaryotic cells (<xref ref-type="bibr" rid="ref17">Coulthurst, 2019</xref>; <xref ref-type="bibr" rid="ref38">Monjar&#x00E1;s Feria and Valvano, 2020</xref>). Among the anti-bacterial effector proteins, some target the peptidic or glycosidic bonds of the peptidoglycan (<xref ref-type="bibr" rid="ref36">Ma and Mekalanos, 2010</xref>; <xref ref-type="bibr" rid="ref49">Russell et al., 2012</xref>; <xref ref-type="bibr" rid="ref58">Srikannathasan et al., 2013</xref>; <xref ref-type="bibr" rid="ref69">Whitney et al., 2013</xref>; <xref ref-type="bibr" rid="ref6">Berni et al., 2019</xref>; <xref ref-type="bibr" rid="ref72">Wood et al., 2019</xref>), or the FtsZ cell division ring (<xref ref-type="bibr" rid="ref62">Ting et al., 2018</xref>). These anti-bacterial effectors are usually encoded in bi-cistronic elements with their cognate immunity proteins (E/I pairs) in order to avoid self-intoxication and killing of sibling cells (<xref ref-type="bibr" rid="ref49">Russell et al., 2012</xref>). Other T6SS effectors target eukaryotic cells, such as those disrupting the actin or microtubule cytoskeleton networks (<xref ref-type="bibr" rid="ref38">Monjar&#x00E1;s Feria and Valvano, 2020</xref>), while trans-kingdom effectors target both bacterial and eukaryotic cells (<xref ref-type="bibr" rid="ref28">Jiang et al., 2014</xref>). These effectors include those forming pores in membranes or targeting conserved molecules such as NAD<sup>+</sup> and NADP<sup>+</sup>, and macromolecules such as DNA, RNA and phospholipids (<xref ref-type="bibr" rid="ref70">Whitney et al., 2015</xref>; <xref ref-type="bibr" rid="ref61">Tang et al., 2018</xref>; <xref ref-type="bibr" rid="ref1">Ahmad et al., 2019</xref>). In many enteric pathogens (e.g., <italic>Salmonella</italic>, <italic>Shigella</italic> and <italic>Vibrio</italic>), the T6SS contributes to colonization of the intestinal tract of infected hosts (<xref ref-type="bibr" rid="ref51">Sana et al., 2016</xref>; <xref ref-type="bibr" rid="ref13">Chassaing and Cascales, 2018</xref>). On the other hand, strains of the gut commensal <italic>Bacteroides fragilis</italic> use their T6SSs for competition against other Bacteroidales species (<xref ref-type="bibr" rid="ref18">Coyne and Comstock, 2019</xref>). Hence, the T6SS is a key player in bacterial warfare.</p>
<p>The <italic>Salmonella</italic> genus includes more than 2,600 serotypes distributed between species <italic>S. enterica</italic> and <italic>S. bongori</italic> (<xref ref-type="bibr" rid="ref27">Issenhuth-Jeanjean et al., 2014</xref>), which differ in clinical signs and host range (<xref ref-type="bibr" rid="ref65">Uzzau et al., 2000</xref>). In <italic>Salmonella</italic>, five T6SS gene clusters have been identified within <italic>Salmonella</italic> Pathogenicity Islands (SPIs) SPI-6, SPI-19, SPI-20, SPI-21, and SPI-22 (<xref ref-type="bibr" rid="ref8">Blondel et al., 2009</xref>; <xref ref-type="bibr" rid="ref23">Fookes et al., 2011</xref>; <xref ref-type="bibr" rid="ref4">Bao et al., 2019</xref>). These T6SS gene clusters are distributed in 4 different evolutionary lineages: The SPI-6 T6SS gene cluster belongs to subtype i3, SPI-19 T6SS gene cluster to subtype i1, SPI-22 T6SS gene cluster to subtype i4a, and both SPI-20 and SPI-21 T6SS gene clusters to subtype i2 (<xref ref-type="bibr" rid="ref4">Bao et al., 2019</xref>). Besides their distinct evolutionary origin, these five T6SS gene clusters are differentially distributed among distinct serotypes, subspecies, and species of <italic>Salmonella</italic> (<xref ref-type="bibr" rid="ref8">Blondel et al., 2009</xref>; <xref ref-type="bibr" rid="ref4">Bao et al., 2019</xref>).</p>
<p>In <italic>Salmonella</italic>, only a few studies have addressed the role played by the T6SSs in interbacterial and eukaryotic relationships, and most of our understanding regarding the contribution of T6SSs to <italic>Salmonella</italic> infection cycle, virulence and pathogenesis comes from studies of T6SS<sub>SPI-6</sub> in <italic>S.</italic> Typhimurium and T6SS<sub>SPI-19</sub> in <italic>S.</italic> Dublin (<xref ref-type="bibr" rid="ref39">Mulder et al., 2012</xref>; <xref ref-type="bibr" rid="ref43">Pezoa et al., 2013</xref>; <xref ref-type="bibr" rid="ref42">Pezoa et al., 2014</xref>; <xref ref-type="bibr" rid="ref51">Sana et al., 2016</xref>; <xref ref-type="bibr" rid="ref54">Sibinelli-Sousa et al., 2022</xref>; <xref ref-type="bibr" rid="ref73">Xian et al., 2020</xref>; <xref ref-type="bibr" rid="ref10">Blondel et al., 2010</xref>; <xref ref-type="bibr" rid="ref25">Hespanhol et al., 2022</xref>). Furthermore, knowledge of the presence and distribution of T6SS effector proteins is derived from studies using strains representing a limited number of serotypes (<xref ref-type="bibr" rid="ref49">Russell et al., 2012</xref>; <xref ref-type="bibr" rid="ref5">Benz et al., 2013</xref>; <xref ref-type="bibr" rid="ref51">Sana et al., 2016</xref>; <xref ref-type="bibr" rid="ref69">Whitney et al., 2013</xref>; <xref ref-type="bibr" rid="ref55">Sibinelli-Sousa et al., 2020</xref>; <xref ref-type="bibr" rid="ref34">Lorente-Cobo et al., 2022</xref>; <xref ref-type="bibr" rid="ref32">Koskiniemi et al., 2014</xref>; <xref ref-type="bibr" rid="ref2">Amaya et al., 2022</xref>; <xref ref-type="bibr" rid="ref29">Jur&#x0117;nas et al., 2022</xref>; <xref ref-type="bibr" rid="ref7">Blondel et al., 2023</xref>). Consequently, information regarding <italic>Salmonella</italic> T6SS effector proteins is still scarce. Indeed, only 37 T6SS effectors and candidate effectors that target different bacterial molecules such as peptidoglycan, nucleic acids and bacterial ribosomes have been currently identified in a few serotypes (<xref ref-type="bibr" rid="ref8">Blondel et al., 2009</xref>; <xref ref-type="bibr" rid="ref49">Russell et al., 2012</xref>; <xref ref-type="bibr" rid="ref5">Benz et al., 2013</xref>; <xref ref-type="bibr" rid="ref69">Whitney et al., 2013</xref>; <xref ref-type="bibr" rid="ref32">Koskiniemi et al., 2014</xref>; <xref ref-type="bibr" rid="ref51">Sana et al., 2016</xref>; <xref ref-type="bibr" rid="ref26">Ho et al., 2017</xref>; <xref ref-type="bibr" rid="ref55">Sibinelli-Sousa et al., 2020</xref>; <xref ref-type="bibr" rid="ref2">Amaya et al., 2022</xref>; <xref ref-type="bibr" rid="ref29">Jur&#x0117;nas et al., 2022</xref>; <xref ref-type="bibr" rid="ref34">Lorente-Cobo et al., 2022</xref>; <xref ref-type="bibr" rid="ref25">Hespanhol et al., 2022</xref>; <xref ref-type="bibr" rid="ref7">Blondel et al., 2023</xref>). This is an important knowledge gap as the T6SS effector proteins are the ultimate mediators of the T6SS activity and thus, their identification and characterization are pivotal for a better understanding of <italic>Salmonella</italic> infectious cycle and in its contribution to environmental fitness and pathogenic potential.</p>
<p>Nowadays, there is increasing evidence that <italic>Salmonella enterica</italic> can persist in diverse environments such as aquatic ecosystems, maintaining a reservoir in surface waters and becoming a serious risk to public health and animal production systems. It is conceivable that the T6SS could mediate in part this persistence since it has been shown that <italic>S.</italic> Typhimurium requires the T6SS<sub>SPI-6</sub> to survive intracellularly in environmental amoebas such as <italic>Dictyostelium discoideum</italic> (<xref ref-type="bibr" rid="ref46">Riquelme et al., 2016</xref>). Interestingly, in Chile some serotypes such as <italic>S.</italic> Infantis, <italic>S.</italic> Newport and <italic>S.</italic> Typhimurium have been frequently isolated in surface waters during the last decade, imposing a significant threat to human and animal health since these serotypes usually carry an arsenal of antimicrobial resistance genes (<xref ref-type="bibr" rid="ref14">Chen et al., 2024a</xref>,<xref ref-type="bibr" rid="ref15">b</xref>). These Chilean isolates could be an untapped reservoir of new T6SS effector proteins. Importantly, <italic>Salmonella</italic> strains isolated from surface waters in Chile will shed light not only on the vast arsenal of T6SS effector repertoire but could also provide insight into geographic adaptation of <italic>Salmonella</italic>.</p>
<p>In this study, we performed bioinformatic and comparative genomic analyses of a dataset of 695 <italic>S. enterica</italic> genomes representing 44 serotypes isolated from different environmental sources in Chile, mostly surface waters. Our analysis revealed that most genomes only harbor the SPI-6 T6SS gene cluster, and that within its variable region 3 (VR3) we found four new candidate T6SS effectors with predicted nuclease activity. Noteworthy, many putative SPI-6 rearrangement hotspot (Rhs) effectors identified in this study harbor C-terminal extensions with unknown function. Overall, the diversity and distribution of T6SS effector proteins in Chilean <italic>Salmonella</italic> isolates suggest that different combinations of these proteins may contribute to the environmental fitness and pathogenic potential.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<title>Materials and methods</title>
<sec id="sec3">
<title>Environmental samples and <italic>Salmonella</italic> isolation</title>
<p>Water samples were collected as part of a previous study (<xref ref-type="bibr" rid="ref63">Toro et al., 2022</xref>) from sites in the Maipo, Mapocho, Claro and Lontu&#x00E9; watersheds from the rivers themselves and connected tributaries, such as canals. Animal samples were collected as part of a previous study (<xref ref-type="bibr" rid="ref47">Rivera et al., 2021</xref>) from industrial dairy farms, backyard systems and wild animals in the Regi&#x00F3;n de Coquimbo, Regi&#x00F3;n de Valpara&#x00ED;so, Regi&#x00F3;n Metropolitana and Regi&#x00F3;n del Libertador General Bernardo O&#x2019;Higgins, Chile. A detailed description of sampling procedures, geographical location of samples and the procedure employed for <italic>Salmonella</italic> isolation from water an animal samples can be found elsewhere (<xref ref-type="bibr" rid="ref47">Rivera et al., 2021</xref>; <xref ref-type="bibr" rid="ref63">Toro et al., 2022</xref>).</p>
</sec>
<sec id="sec4">
<title>Whole genome sequencing, assembly, and quality control</title>
<p>For sequencing, each isolate was grown overnight at 37&#x00B0;C in tryptic soy broth and 1&#x202F;mL of culture was used to purify DNA with the DNeasy Blood and Tissue Qiagen kit (Qiagen, CA, United States). Ratios of absorbance at 260 nm and 230&#x202F;nm were obtained using a MaestroNano spectrophotometer (Maestro, Korea) and a QUBIT fluorimeter (Life Technologies, CA, United States). Libraries were prepared with the Illumina DNA Prep kit (Illumina, CA, United States) on the Sciclone G3 NGSx iQ Workstation (Perkin Elmer, MA, United States), and sequencing was performed on the Illumina NextSeq 2000 using the NextSeq 1000/2000 P2 reagents 300&#x202F;cycles with the 150 paired-end chemistry (Illumina, CA, United States). Reads were examined for quality using FastQC (Galaxy version 0.69) (<xref ref-type="bibr" rid="ref71">Wingett and Andrews, 2018</xref>) and trimmed using Trimmomatic (Galaxy version 0.36.4), with a minimum required quality of 20, averaging across 4 bases (<xref ref-type="bibr" rid="ref11">Bolger et al., 2014</xref>). Processed reads were assembled using SPAdes (Galaxy version 3.11.1) with kmer sizes of 99 and 127, and careful correction (<xref ref-type="bibr" rid="ref3">Bankevich et al., 2012</xref>). Assemblies were checked for quality using QUAST (Galaxy version 4.6.3) (<xref ref-type="bibr" rid="ref24">Gurevich et al., 2013</xref>) and finally deposited in the NCBI Bioproject 560,080.<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref></p>
<p><italic>In silico</italic> serotyping was carried out using SeqSero (Galaxy version 2.0.1) (<xref ref-type="bibr" rid="ref77">Zhang et al., 2015</xref>) and SISTR (Galaxy version 1.0.2) (<xref ref-type="bibr" rid="ref74">Yoshida et al., 2016</xref>). Finally, a single-nucleotide polymorphism (SNP) analysis was performed to identify clonality among isolates from the same sample. Clones were defined as isolates with genomes having 20 or fewer SNPs, as described by <xref ref-type="bibr" rid="ref44">Pightling et al. (2018)</xref>. According to this criterion, genome sequences from non-clonal isolates obtained from the same sample were selected for subsequent analysis. Thus, the genome sequence dataset analyzed in this study includes 695 <italic>S. enterica</italic> genomes from 44 distinct serotypes (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>).</p>
</sec>
<sec id="sec5">
<title>Identification of T6SS gene clusters</title>
<p>The T6SS prediction tool from the Secret6 web server<xref ref-type="fn" rid="fn0002"><sup>2</sup></xref> was used to identify T6SS gene clusters encoding the minimal 13 core components of a T6SS in each genome (<xref ref-type="bibr" rid="ref76">Zhang et al., 2023</xref>). For selection of positive matches, a BLASTp 2.10.1+ identity threshold for T6SS prediction &#x003E;30% and an E-value &#x003C;0.0001 were used. These threshold values have been successfully used to identify T6SS gene clusters in <italic>Salmonella</italic> genomes (<xref ref-type="bibr" rid="ref2">Amaya et al., 2022</xref>; <xref ref-type="bibr" rid="ref7">Blondel et al., 2023</xref>).</p>
</sec>
<sec id="sec6">
<title>Identification of candidate T6SS effectors</title>
<p>To identify putative T6SS effectors encoded within the <italic>Salmonella</italic> genomes analyzed, each ORF encoded within the T6SS gene clusters identified was analyzed with the Bastion6 pipeline<xref ref-type="fn" rid="fn0003"><sup>3</sup></xref> (<xref ref-type="bibr" rid="ref67">Wang et al., 2018</xref>) excluding the 13 T6SS core components. ORFs presenting a Bastion6 score&#x202F;&#x2265;&#x202F;0.7 were considered as candidate T6SS effectors. It is worth mentioning that a Bastion6 score&#x202F;&#x2265;&#x202F;0.5 is routinely used as default setting for detection of T6SS effectors. However, we decided to use a score&#x202F;&#x2265;&#x202F;0.7 to perform a more strict analysis. Each Bastion6 prediction was further analyzed using tools implemented in the Operon-Mapper web server<xref ref-type="fn" rid="fn0004"><sup>4</sup></xref> (<xref ref-type="bibr" rid="ref60">Taboada et al., 2018</xref>) to determine whether it was part of a single transcriptional unit that also encoded a putative immunity protein [i.e., a small protein with potential signal peptides (SignalP 6.0) and/or transmembrane domains (TMHMM 2.0)]. Conserved functional domains and motifs in the candidate T6SS effectors were identified using the PROSITE, NCBI-CDD, Motif-finder, and Pfam databases (<xref ref-type="bibr" rid="ref30">Kanehisa et al., 2002</xref>; <xref ref-type="bibr" rid="ref56">Sigrist et al., 2013</xref>; <xref ref-type="bibr" rid="ref22">Finn et al., 2014</xref>; <xref ref-type="bibr" rid="ref35">Lu et al., 2019</xref>) implemented in the GenomeNet search engine.<xref ref-type="fn" rid="fn0005"><sup>5</sup></xref> An E-value cutoff score of 0.01 was used. In addition, for each putative effector and immunity protein identified, a biochemical functional prediction was performed by HMM homology searches using the HHpred HMM-HMM comparison tool<xref ref-type="fn" rid="fn0006"><sup>6</sup></xref> (<xref ref-type="bibr" rid="ref78">Zimmermann et al., 2017</xref>). Finally, a candidate T6SS effector was defined as &#x201C;new&#x201D; when it meets two criteria: (i) it includes at least one domain previously linked to antibacterial activity, and (ii) this domain has not been described as part of a T6SS effector in publicly available databases.</p>
</sec>
<sec id="sec7">
<title>Hierarchical clustering analysis of the new T6SS effectors</title>
<p>For hierarchical clustering analysis, a presence/absence matrix of each T6SS effector and candidate effector was constructed for each bacterial genome by means of BLASTn analyses and manual curation of the data (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>). A 90% identity and 90% sequence coverage threshold was used to select positive matches, as done in previous analyses conducted by our group (<xref ref-type="bibr" rid="ref2">Amaya et al., 2022</xref>; <xref ref-type="bibr" rid="ref7">Blondel et al., 2023</xref>). The matrix generated was uploaded as a csv file to the online server MORPHEUS<xref ref-type="fn" rid="fn0007"><sup>7</sup></xref> using default parameters (i.e., one minus Pearson&#x2019;s correlation and average linkage method).</p>
</sec>
<sec id="sec8">
<title>Phylogenetic analyses of <italic>Salmonella</italic> T6SS gene clusters</title>
<p>TssC aminoacid sequences encoded in T6SS gene clusters from 605 <italic>Salmonella</italic> genomes were concatenated and aligned with ClustalW using the Molecular Evolutionary Genetics Analysis (MEGA) software version 7.0 (<xref ref-type="bibr" rid="ref33">Kumar et al., 2016</xref>). A phylogenetic tree was built from the alignments obtained from MEGA by performing a bootstrap test of phylogeny (1,000 replications) using the maximum-likelihood method with a Jones-Taylor-Thornton correction model.</p>
</sec>
<sec id="sec9">
<title>Analysis of T6SS effectors distribution</title>
<p>The DNA sequence encoding each T6SS effector identified in this study was subjected to tBLASTx analyses to find orthologs in all <italic>Salmonella</italic> genome sequences deposited in the NCBI database (March, 2024) (<xref ref-type="supplementary-material" rid="SM1">Supplementary Tables S3</xref>, <xref ref-type="supplementary-material" rid="SM1">S4</xref>). For selection of positive matches, a 90% identity and 90% sequence coverage threshold was used. Conservation of sequences was determined by independent multiple sequence alignments using T-Coffee Expresso<xref ref-type="fn" rid="fn0008"><sup>8</sup></xref> (<xref ref-type="bibr" rid="ref40">Notredame et al., 2000</xref>), MAFFT<xref ref-type="fn" rid="fn0009"><sup>9</sup></xref> (<xref ref-type="bibr" rid="ref31">Katoh et al., 2017</xref>), and ESPript 3<xref ref-type="fn" rid="fn0010"><sup>10</sup></xref> (<xref ref-type="bibr" rid="ref48">Robert and Gouet, 2014</xref>). Comparative genomic analyses of T6SS gene clusters were performed using Mauve version 2.3.1<xref ref-type="fn" rid="fn0011"><sup>11</sup></xref> (<xref ref-type="bibr" rid="ref19">Darling et al., 2004</xref>) and EasyFig version 2.2.5<xref ref-type="fn" rid="fn0012"><sup>12</sup></xref> (<xref ref-type="bibr" rid="ref59">Sullivan et al., 2011</xref>). Nucleotide sequences were analyzed using Artemis version 18<xref ref-type="fn" rid="fn0013"><sup>13</sup></xref> (<xref ref-type="bibr" rid="ref50">Rutherford et al., 2000</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="sec10">
<title>Results</title>
<sec id="sec11">
<title>T6SS gene clusters are widely distributed among Chilean <italic>Salmonella</italic> isolates</title>
<p>Previous analyses performed by our group have aimed in the identification of candidate T6SS effectors and cognate immunity proteins in <italic>Salmonella</italic> genomes deposited in public databases (<xref ref-type="bibr" rid="ref2">Amaya et al., 2022</xref>; <xref ref-type="bibr" rid="ref7">Blondel et al., 2023</xref>). In the present study, the analysis focused on genome sequences of <italic>Salmonella</italic> isolates obtained from different environmental sources in Chile, in order to shed light on the repertoire of T6SS candidate effectors present in <italic>Salmonella</italic> inhabiting our local geography. To this end, we analyzed a database of 695 high-quality sequenced <italic>Salmonella</italic> genomes from strains isolated from surface water and animal sources. Most isolates in this collection come from surface waters (674 isolates representing 34 serotypes), while 21 isolates representing only 8 serotypes were obtained from animal sources (14 in chicken, 3 in pigeon, 2 in pig and 2 in duck). Interestingly, the most frequently isolated serotypes were <italic>S.</italic> Infantis (<italic>n</italic>&#x202F;=&#x202F;169), <italic>S.</italic> Agona (<italic>n</italic>&#x202F;=&#x202F;71) and <italic>S</italic>. Newport (<italic>n</italic>&#x202F;=&#x202F;11).</p>
<p>To identify T6SS gene clusters we used the T6SS prediction tool from the SecreT6 web server (see text footnote 2), which identified 622 putative T6SS gene clusters in 608 <italic>Salmonella</italic> genomes (<xref ref-type="table" rid="tab1">Table 1</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>). A more in-depth analysis revealed that these T6SS gene clusters correspond to those encoded in SPI-6, SPI-19 and SPI-21 (<xref ref-type="table" rid="tab1">Table 1</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>). We could not identify T6SS gene clusters encoded in SPI-20 or SPI-22 in the genome of any isolate from our database. The SPI-6 T6SS gene cluster is widely distributed in 518 of the 695 genomes analyzed (74.5%), while the SPI-19 and SPI-21 T6SS gene clusters were only detected in 89 (12.8%) and 14 (2%) genomes, respectively (<xref ref-type="table" rid="tab1">Table 1</xref>). Most isolates carried a unique T6SS gene cluster in SPI-6, SPI-19 or SPI-21, while a group of isolates belonging to serotype <italic>S</italic>. Livingstone harbors both SPI-6 and SPI-19 T6SS gene clusters. In contrast, no complete T6SS gene cluster was detected in isolates belonging to serotypes <italic>S.</italic> Enteritidis and <italic>S</italic>. Stanley.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>T6SS effectors and cognate immunity proteins encoded in T6SS gene clusters in Chilean <italic>Salmonella</italic> isolates.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Source of sample (Number of isolates)</th>
<th align="left" valign="top">T6SS gene cluster</th>
<th align="left" valign="top">T6SS effector<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></th>
<th align="left" valign="top">Serotypes (Number of isolates with the corresponding T6SS effector)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="25">Water (510), Chicken (5), Duck (2), Pig (2), Pigeon (3)</td>
<td align="left" valign="middle" rowspan="25">SPI-6</td>
<td align="left" valign="middle">Tae2</td>
<td align="left" valign="middle"><italic>S</italic>. Adelaide (4), <italic>S</italic>. Albany (1), <italic>S</italic>. Anatum (12), <italic>S</italic>. Bovismorbificans (37), <italic>S</italic>. Braenderup (4), <italic>S</italic>. Brandenburg (4), <italic>S</italic>. Cerro (12), <italic>S.</italic> Corvallis (9), <italic>S</italic>. Derby (1), <italic>S</italic>. Edinburgh (13), <italic>S</italic>. Give (4), <italic>S</italic>. Hadar (2), <italic>S</italic>. Heidelberg (1), <italic>S.</italic> Infantis (152), <italic>S</italic>. I -:b:1,5 (2), <italic>S</italic>. I 1,4,[5],12:d:- (1), <italic>S</italic>. I 1,4,[5],12:i:- (1), <italic>S</italic>. Johannesburg (1), <italic>S</italic>. Kentucky (1), <italic>S</italic>. Montevideo (2), <italic>S</italic>. Muenchen (5), <italic>S</italic>. Newport (1), <italic>S</italic>. Oranienburg (5), <italic>S.</italic> Panama (15), <italic>S.</italic> Paratyphi B (2), <italic>S</italic>. Sandiego (3), <italic>S.</italic> Santiago (4), <italic>S</italic>. Senftenberg (35), <italic>S</italic>. Soerenga (3), <italic>S</italic>. Tennessee (2), <italic>S</italic>. Thompson (10), <italic>S.</italic> Typhimurium (46), <italic>S</italic>. Worthington (4)</td>
</tr>
<tr>
<td align="left" valign="middle">Tae4</td>
<td align="left" valign="middle"><italic>S</italic>. Adelaide (4), <italic>S</italic>. Albany (1), <italic>S</italic>. Anatum (12), <italic>S</italic>. Bovismorbificans (38), <italic>S</italic>. Braenderup (3), <italic>S</italic>. Cerro (11), <italic>S.</italic> Corvallis (10), <italic>S</italic>. Derby (1), <italic>S</italic>. Edinburgh (13), <italic>S</italic>. Give (4), <italic>S</italic>. Goldcoast (11), <italic>S</italic>. Hadar (2), <italic>S</italic>. Heidelberg (1), <italic>S.</italic> Infantis (151), <italic>S</italic>. I -:b:1,5 (3), <italic>S</italic>. I 1,4,[5],12:d:- (1), <italic>S</italic>. I 1,4,[5],12:i:- (1), <italic>S</italic>. Kentucky (1), <italic>S</italic>. Livingstone (23), <italic>S</italic>. Mbandaka (4), <italic>S</italic>. Montevideo (2), <italic>S</italic>. Muenchen (7), <italic>S</italic>. Newport (44), <italic>S</italic>. Oranienburg (5), <italic>S.</italic> Panama (15), <italic>S.</italic> Paratyphi B (2), <italic>S</italic>. Sandiego (3), <italic>S.</italic> Santiago (4), <italic>S</italic>. Senftenberg (33), <italic>S</italic>. Soerenga (3), <italic>S</italic>. Tennessee (2), <italic>S</italic>. Thompson (10), <italic>S.</italic> Typhimurium (46), <italic>S</italic>. Worthington (4)</td>
</tr>
<tr>
<td align="left" valign="middle">Tge2P</td>
<td align="left" valign="middle"><italic>S</italic>. Adelaide (4), <italic>S</italic>. Bovismorbificans (38), <italic>S</italic>. Braenderup (3), <italic>S.</italic> Corvallis (10), <italic>S</italic>. Give (1), <italic>S</italic>. Hadar (2), <italic>S</italic>. Heidelberg (1), <italic>S.</italic> Infantis (152), <italic>S</italic>. I 1,4,[5],12:d:- (1), <italic>S</italic>. Johannesburg (1), <italic>S</italic>. Kentucky (1), <italic>S</italic>. Livingstone (7), <italic>S</italic>. Mbandaka (4), <italic>S</italic>. Muenchen (7), <italic>S</italic>. Newport (23), <italic>S</italic>. Sandiego (3), <italic>S</italic>. Senftenberg (35), <italic>S</italic>. Soerenga (3), <italic>S</italic>. Tennessee (2), <italic>S</italic>. Thompson (10), <italic>S.</italic> Typhimurium (1), <italic>S</italic>. Worthington (4)</td>
</tr>
<tr>
<td align="left" valign="middle">Tlde1</td>
<td align="left" valign="middle"><italic>S</italic>. Adelaide (4), <italic>S</italic>. Albany (1), <italic>S</italic>. Anatum (12), <italic>S</italic>. Bovismorbificans (38), <italic>S</italic>. Braenderup (3), <italic>S</italic>. Brandenburg (4), <italic>S</italic>. Cerro (13), <italic>S.</italic> Corvallis (10), <italic>S</italic>. Derby (1), <italic>S</italic>. Goldcoast (11), <italic>S</italic>. Hadar (2), <italic>S</italic>. Heidelberg (1), <italic>S.</italic> Infantis (152), <italic>S</italic>. I 1,4,[5],12:d:- (1), <italic>S</italic>. I 1,4,[5],12:i:- (1), <italic>S</italic>. Johannesburg (1), <italic>S</italic>. Kentucky (1), <italic>S</italic>. Livingstone (25), <italic>S</italic>. Mbandaka (4), <italic>S</italic>. Muenchen (7), <italic>S</italic>. Newport (35), <italic>S.</italic> Paratyphi B (2), <italic>S</italic>. Sandiego (3), <italic>S</italic>. Senftenberg (1), <italic>S</italic>. Soerenga (3), <italic>S</italic>. Tennessee (2), <italic>S</italic>. Thompson (10), <italic>S.</italic> Typhimurium (46), <italic>S</italic>. Worthington (4)</td>
</tr>
<tr>
<td align="left" valign="middle">L-Ala, D-Glu endopeptidase</td>
<td align="left" valign="middle"><italic>S</italic>. Bovismorbificans (37), <italic>S</italic>. Braenderup (1), <italic>S</italic>. Brandenburg (4), <italic>S</italic>. Edinburgh (13), <italic>S</italic>. Give (4), <italic>S</italic>. I -:b:1,5 (4), <italic>S</italic>. Johannesburg (1), <italic>S</italic>. Mbandaka (4), <italic>S</italic>. Montevideo (2), <italic>S</italic>. Newport (18), <italic>S</italic>. Oranienburg (5), <italic>S.</italic> Panama (15), <italic>S</italic>. Sandiego (3), <italic>S</italic>. Worthington (4)</td>
</tr>
<tr>
<td align="left" valign="middle">PgP</td>
<td align="left" valign="middle"><italic>S</italic>. Braenderup (2)</td>
</tr>
<tr>
<td align="left" valign="middle">TseH-like</td>
<td align="left" valign="middle"><italic>S</italic>. Edinburgh (13), <italic>S</italic>. I -:b:1,5 (6), <italic>S.</italic> Panama (15)</td>
</tr>
<tr>
<td align="left" valign="middle">Peptidase_M64</td>
<td align="left" valign="middle"><italic>S</italic>. Braenderup (2), <italic>S</italic>. Give (4), <italic>S</italic>. Montevideo (2), <italic>S</italic>. Senftenberg (34), <italic>S</italic>. Tennessee (2)</td>
</tr>
<tr>
<td align="left" valign="middle">RhsA-HNHc</td>
<td align="left" valign="middle"><italic>S</italic>. Tennessee (2)</td>
</tr>
<tr>
<td align="left" valign="middle">RhsA-Ntox47</td>
<td align="left" valign="middle"><italic>S</italic>. Brandenburg (2), <italic>S</italic>. I 1,4,[5],12:i:- (1), <italic>S.</italic> Typhimurium (44)</td>
</tr>
<tr>
<td align="left" valign="middle">RhsA-Tox-HNH-EHHH</td>
<td align="left" valign="middle"><italic>S</italic>. Braenderup (2), <italic>S</italic>. Derby (1)</td>
</tr>
<tr>
<td align="left" valign="middle">PAAR-RhsA-HNHc</td>
<td align="left" valign="middle"><italic>S</italic>. Anatum (1), <italic>S</italic>. Edinburgh (1), <italic>S</italic>. Infantis (132), <italic>S</italic>. Kentucky (1), <italic>S</italic>. Senftenberg (1)</td>
</tr>
<tr>
<td align="left" valign="middle">PAAR-RhsA-Ntox47</td>
<td align="left" valign="middle"><italic>S</italic>. Give (3), <italic>S</italic>. Livingstone (8), <italic>S</italic>. Muenchen (7), <italic>S</italic>. Newport (14), <italic>S.</italic> Panama (15), <italic>S</italic>. Sandiego (2)</td>
</tr>
<tr>
<td align="left" valign="middle">PAAR-RhsA-Tox-HNH-EHHH</td>
<td align="left" valign="middle"><italic>S</italic>. Johannesburg (1), <italic>S</italic>. Tennessee (2)</td>
</tr>
<tr>
<td align="left" valign="middle">PAAR-RhsA-AHH</td>
<td align="left" valign="middle"><italic>S</italic>. Goldcoast (11)</td>
</tr>
<tr>
<td align="left" valign="middle">PAAR-RhsA-GIY-YIG</td>
<td align="left" valign="middle"><italic>S</italic>. Livingstone (8)</td>
</tr>
<tr>
<td align="left" valign="middle">RhsA-Tox-ART-HYD1</td>
<td align="left" valign="middle"><italic>S</italic>. Thompson (7)</td>
</tr>
<tr>
<td align="left" valign="middle">PAAR-RhsA-Tox-ART-HYD1</td>
<td align="left" valign="middle"><italic>S</italic>. Johannesburg (1)</td>
</tr>
<tr>
<td align="left" valign="middle">Rhs<sub>main</sub></td>
<td align="left" valign="middle"><italic>S.</italic> Typhimurium (36)</td>
</tr>
<tr>
<td align="left" valign="middle"><bold>PAAR-RhsA-NucA_B</bold></td>
<td align="left" valign="middle"><italic>S</italic>. Braenderup (1)</td>
</tr>
<tr>
<td align="left" valign="middle"><bold>PAAR-RhsA-GH-E</bold></td>
<td align="left" valign="middle"><italic>S</italic>. Albany (1)</td>
</tr>
<tr>
<td align="left" valign="middle"><bold>PAAR-RhsA-CdiA</bold></td>
<td align="left" valign="middle"><italic>S</italic>. Tennesse (2)</td>
</tr>
<tr>
<td align="left" valign="middle"><bold>RhsA-CdiA</bold></td>
<td align="left" valign="middle"><italic>S</italic>. Derby (1)</td>
</tr>
<tr>
<td align="left" valign="middle"><bold>PAAR-RhsA-CT</bold></td>
<td align="left" valign="middle"><italic>S</italic>. Adelaide (4), <italic>S</italic>. Braenderup (3), <italic>S</italic>. Brandenburg (2), <italic>S</italic>. Cerro (12), <italic>S</italic>. Derby (1), <italic>S</italic>. Edinburgh (5), <italic>S</italic>. Give (1), <italic>S</italic>. Hadar (2), <italic>S</italic>. Heidelberg (1), <italic>S</italic>. I 1,4,[5],12:i:- (1), <italic>S</italic>. Mbandaka (1), <italic>S</italic>. Montevideo (2), <italic>S</italic>. Newport (21), <italic>S.</italic> Paratyphi B (2), <italic>S</italic>. Sandiego (3), <italic>S</italic>. Soerenga (3), <italic>S</italic>. Thompson (10), <italic>S.</italic> Typhimurium (1), <italic>S</italic>. Worthington (4)</td>
</tr>
<tr>
<td align="left" valign="middle"><bold>RhsA-CT</bold></td>
<td align="left" valign="middle"><italic>S</italic>. Braenderup (2), <italic>S</italic>. Cerro (12), <italic>S</italic>. Edinburgh (5), <italic>S</italic>. Give (1), <italic>S</italic>. Hadar (2), <italic>S</italic>. Johannesburg (1), <italic>S</italic>. Thompson (9), <italic>S.</italic> Typhimurium (1)</td>
</tr>
<tr>
<td align="left" valign="middle">Water (66)</td>
<td align="left" valign="middle">SPI-19</td>
<td align="left" valign="middle"><bold>PAAR-RhsA-CT</bold></td>
<td align="left" valign="middle"><italic>S</italic>. Agona (65), <italic>S</italic>. I 4:f,g,s:1,2 (1)</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Water (13)</td>
<td align="left" valign="middle" rowspan="3">SPI-21</td>
<td align="left" valign="middle">VgrG-PyocinS-HNHc</td>
<td align="left" valign="middle"><italic>S</italic>. IIIb 35:i:z (1), <italic>S</italic>. IIIb 48:i:z (7)</td>
</tr>
<tr>
<td align="left" valign="middle"><bold>Glucosaminidase</bold></td>
<td align="left" valign="middle"><italic>S</italic>. IIIb 35:i:z (1), <italic>S</italic>. IIIb 48:i:z (11)</td>
</tr>
<tr>
<td align="left" valign="middle"><bold>BTH_I2691</bold></td>
<td align="left" valign="middle"><italic>S</italic>. IIIb 35:i:z (1)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1">
<label>a</label>
<p>T6SS effectors and immunity proteins are designated according their formal name (in the case of those previously reported in the literature) or indicating the functional domains present in the predicted proteins (in the case of those having no formal names). New T6SS candidate effectors identified in this study are highlighted in <bold>bold type</bold>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>To identify high-confidence putative effectors encoded within every T6SS gene cluster detected, each ORF within these gene clusters was analyzed based on four criteria: (i) identification of candidate effectors through Bastion6 analysis (a bioinformatic tool that predicts T6SS effectors based on amino acid sequence, evolutionary information, and physicochemical properties); (ii) identification of putative immunity proteins by operon prediction (Operon-mapper; <xref ref-type="bibr" rid="ref60">Taboada et al., 2018</xref>) and detection of signal peptides (SignalP 6.0) and transmembrane domains (TMHMM 2.0); (iii) identification of conserved functional domains associated with <italic>bona fide</italic> T6SS effectors (INTERPROSCAN, PROSITE, NCBI-CDD, MOTIF, and Pfam); and (iv) functional biochemical prediction using the HHpred HMM-HMM server. In addition, we further analyzed these T6SS gene clusters to identify potential unannotated ORFs that could encode putative effectors and cognate immunity proteins. Thus, our analysis revealed the presence of 6 new effector candidates encoded within the SPI-6 (4 effectors) and SPI-21 (2 effectors) T6SS gene clusters.</p>
</sec>
<sec id="sec12">
<title>The VR3 within the SPI-6 T6SS gene cluster of isolates from surface waters harbor four candidate T6SS effector proteins</title>
<p>Most T6SS effector proteins identified in <italic>Salmonella</italic> are encoded within three variable regions (VR1-3) of SPI-6 (<xref ref-type="bibr" rid="ref7">Blondel et al., 2023</xref>). We have previously shown that the VR3 of SPI-6, located downstream of the <italic>tssI</italic> gene, exhibits the greatest diversity of <italic>Salmonella</italic> T6SS effectors (<xref ref-type="bibr" rid="ref7">Blondel et al., 2023</xref>). This is mainly due to the presence of a variable number of Rhs effector proteins that harbor C-terminal extensions encoding endonuclease domains, such as DNases, RNases, and deaminases, as well as ADP-ribosyltransferases (<xref ref-type="bibr" rid="ref7">Blondel et al., 2023</xref>).</p>
<p>Our analysis identified 4 new putative effector proteins and cognate immunity proteins (<xref ref-type="table" rid="tab2">Table 2</xref>; <xref ref-type="fig" rid="fig1">Figure 1</xref>) encoded in the VR3 of SPI-6 distributed in isolates of serotypes <italic>S</italic>. Braenderup, <italic>S</italic>. Albany, <italic>S</italic>. Tennessee and <italic>S</italic>. Derby. Three of these candidates are specialized Rhs effector proteins with predicted nuclease activity, including 2 DNases and 1 RNase, while only one is a cargo Rhs effector with putative RNase activity (<xref ref-type="table" rid="tab2">Table 2</xref>). The first putative effector (FA1083_3621 in <italic>S.</italic> Braenderup FA1083) is a large 1,498 amino acid Rhs protein that harbors an N-terminal PAAR domain and a C-terminal Nuclease A/Nuclease B (NucA_B) domain with predicted DNase activity (<xref ref-type="table" rid="tab2">Table 2</xref>; <xref ref-type="fig" rid="fig1">Figure 1</xref>). It should be noted that <italic>FA1083_3621</italic> is predicted to be encoded in a bi-cistronic unit with <italic>FA1083_3620</italic> (<xref ref-type="table" rid="tab2">Table 2</xref>). This latter ORF encodes a 204 amino acid protein with a DUF6707 domain that may correspond to the cognate immunity protein of FA1083_3621. The second candidate effector (FA1443_1959 in <italic>S.</italic> Albany FA1443) with predicted DNase activity also corresponds to a 1,566 amino acid Rhs protein that harbors an N-terminal PAAR domain and the putative GH-E domain in its C-terminal end (<xref ref-type="table" rid="tab2">Table 2</xref>; <xref ref-type="fig" rid="fig1">Figure 1</xref>). The GH-E domain is found in members of the HNH/ENDO VII superfamily nuclease with conserved glycine, histidine and glutamate residues. This putative effector was also predicted to be co-transcribed with its respective putative immunity protein gene that encodes a tetratricopeptide repeat (TPR)-containing protein (FA1443_1960 in <italic>S</italic>. Albany FA1443). The third candidate effector (FA1455_4074 in <italic>S</italic>. Tennessee FA1455) is a 1,560 amino acid Rhs protein with a predicted N-terminal PAAR domain and a C-terminal contact-dependent growth inhibition protein A (CdiA) domain with putative RNase activity (<xref ref-type="table" rid="tab2">Table 2</xref>; <xref ref-type="fig" rid="fig1">Figure 1</xref>). The gene encoding this candidate effector is predicted to be part of a bi-cistronic unit with <italic>FA1455_4073</italic>, encoding its putative immunity protein (<xref ref-type="table" rid="tab2">Table 2</xref>; <xref ref-type="fig" rid="fig1">Figure 1</xref>). Of note, FA1455_4073 harbors a multiple adhesin family I (MafI) domain that is frequently found in cognate immunity proteins of bacterial toxin systems (<xref ref-type="bibr" rid="ref75">Zhang et al., 2012</xref>). The fourth new candidate effector identified in this study is a 372 amino acid Rhs protein with a predicted CdiA domain in its C-terminal end (FA1451_3438 in <italic>S</italic>. Derby FA1451) (<xref ref-type="table" rid="tab2">Table 2</xref>; <xref ref-type="fig" rid="fig1">Figure 1</xref>). <italic>FA1451_3438</italic> is predicted to be co-transcribed with <italic>FA1451_3439</italic>, encoding its cognate immunity protein (<xref ref-type="table" rid="tab2">Table 2</xref>; <xref ref-type="fig" rid="fig1">Figure 1</xref>). FA1451_3439 harbors an anti-repressor A (AntA) domain usually found in phage anti-repressor proteins (<xref ref-type="bibr" rid="ref52">Sandt et al., 2002</xref>). It is worth mentioning that the CdiA domain found in candidate effectors FA1455_4074 and FA1451_3438 has not been previously associated with any Rhs effector protein in <italic>Salmonella</italic>.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>New putative T6SS effectors and cognate immunity proteins encoded in the SPI-6 T6SS gene cluster of Chilean <italic>Salmonella</italic> isolates.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="center" valign="top" colspan="5">T6SS effector genes</th>
<th align="center" valign="top" colspan="2">Cognate T6SS immunity protein genes</th>
</tr>
<tr>
<th align="left" valign="middle">ORF(s)</th>
<th align="center" valign="middle">Size (aa)</th>
<th align="left" valign="middle">Serotype-isolate</th>
<th align="center" valign="middle">Variable Region</th>
<th align="left" valign="middle">Predicted activity/Domain</th>
<th align="center" valign="middle">ORF(s)</th>
<th align="center" valign="middle">TM or signal peptide/Domain<xref ref-type="table-fn" rid="tfn2"><sup>a</sup></xref></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" colspan="7">Effectors targeting nucleic acids</td>
</tr>
<tr>
<td align="left" valign="middle">FA1083_3621</td>
<td align="center" valign="middle">1,498</td>
<td align="left" valign="middle"><italic>S</italic>. Braenderup FA1083</td>
<td align="center" valign="middle">3</td>
<td align="left" valign="middle">DNase/PAAR-RhsA-NucA_B</td>
<td align="left" valign="middle">FA1083_3620</td>
<td align="left" valign="middle">No/DUF6707</td>
</tr>
<tr>
<td align="left" valign="middle">FA1443_1959</td>
<td align="center" valign="middle">1,566</td>
<td align="left" valign="middle"><italic>S</italic>. Albany FA1443</td>
<td align="center" valign="middle">3</td>
<td align="left" valign="middle">DNase/PAAR-RhsA-GH-E</td>
<td align="left" valign="middle">FA1443_1960</td>
<td align="left" valign="middle">No/TPR</td>
</tr>
<tr>
<td align="left" valign="middle">FA1455_4074</td>
<td align="center" valign="middle" rowspan="2">1,560</td>
<td align="left" valign="middle"><italic>S</italic>. Tennessee FA1455</td>
<td align="center" valign="middle" rowspan="2">3</td>
<td align="left" valign="middle" rowspan="2">RNase/PAAR-RhsA-CdiA</td>
<td align="left" valign="middle">FA1455_4073</td>
<td align="left" valign="middle" rowspan="2">No/MafI</td>
</tr>
<tr>
<td align="left" valign="middle">CFSAN035156_3316</td>
<td align="left" valign="middle"><italic>S</italic>. Tennessee CFSAN035156</td>
<td align="left" valign="middle">CFSAN035156_3317</td>
</tr>
<tr>
<td align="left" valign="middle">FA1451_3438</td>
<td align="center" valign="middle">372</td>
<td align="left" valign="middle"><italic>S</italic>. Derby FA1451</td>
<td align="center" valign="middle">3</td>
<td align="left" valign="middle">RNase/RhsA-CdiA</td>
<td align="left" valign="middle">FA1451_3439</td>
<td align="left" valign="middle">No/AntA</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn2">
<label>a</label>
<p>Presence or absence of transmembrane domains (TM) or a signal peptide, and protein domains present in the putative immunity protein genes.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>The SPI-6 T6SS gene cluster encodes new putative T6SS effector proteins. <bold>(A)</bold> Comparative genomic analysis of the SPI-6 T6SS cluster of <italic>S.</italic> Braenderup FA1083, <italic>S.</italic> Albany FA1443, <italic>S</italic>. Tennessee FA1455 and <italic>S</italic>. Derby FA1451. BLASTn sequence alignment was performed and visualized using EasyFig (<xref ref-type="bibr" rid="ref59">Sullivan et al., 2011</xref>). <bold>(B)</bold> Schematic representation and distribution among <italic>Salmonella</italic> genomes of each new effector and immunity protein identified. ORFs encoding new E/I modules are highlighted in different colors according to the predicted functions. Homologs for each component were identified by BLASTn analyses as described in Materials and Methods.</p>
</caption>
<graphic xlink:href="fmicb-15-1496223-g001.tif"/>
</fig>
</sec>
<sec id="sec13">
<title>The genetic structure and repertoire of effector proteins encoded in the SPI-6 T6SS gene cluster vary considerably among <italic>Salmonella</italic> isolates of the same serotype</title>
<p>It has been reported that the genetic structure of the T6SS gene clusters and the repertoire of effector proteins varies between different serotypes of <italic>Salmonella</italic> (<xref ref-type="bibr" rid="ref2">Amaya et al., 2022</xref>; <xref ref-type="bibr" rid="ref7">Blondel et al., 2023</xref>). Therefore we analyzed the genetic structure of SPI-6 and the distribution of previously identified effector proteins (<xref ref-type="table" rid="tab1">Table 1</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>). We identified 19 out of the 32 previously reported effectors encoded in the SPI-6 T6SS gene cluster. The three most frequently distributed T6SS effectors are encoded in VR1-2 of SPI-6. These effector proteins were Tae4 (34/36), Tae2 (32/36) and Tlde1 (29/36). In VR3, the region showing the greatest diversity of <italic>Salmonella</italic> T6SS effectors, the most prevalent effector proteins were PAAR-RhsA-Ntox47 (6/36) and PAAR-RhsA-HNHc (5/36).</p>
<p>Next, we performed a hierarchical clustering analysis to shed lights into the distribution of effectors and candidate effectors encoded in the SPI-6 T6SS gene cluster identified (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>). As illustrated in <xref ref-type="fig" rid="fig2">Figure 2</xref>, the four <italic>bona fide</italic> effectors encoded within VR1-2 (Tae2, Tae4, Tge2 and Tlde1) were the most conserved across the genomes of isolates representing 29 to 34 <italic>Salmonella</italic> serotypes. However, some of these effectors are missing from the genomes of all isolates from a few <italic>Salmonella</italic> serotypes. In VR3, the most prevalent effector protein was PAAR-RhsA-Ntox47, while PAAR-RhsA-AHH, PAAR-RhsA-GIY-YIG, PAAR-RhsA-Tox-ART-HYD1, RhsA-Tox-ART-HYD1 and RhsA-HNHc were the least prevalent. It is worth mentioning that a greater diversity of VR3-encoded effectors is observed in those serotypes that lack some of the more conserved VR1-2-encoded effectors (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Prevalence of ORFs encoding T6SS effectors and candidate effectors in the SPI-6 T6SS gene cluster of Chilean <italic>Salmonella</italic> isolates. A hierarchical clustering analysis was conducted using MORPHEUS, as detailed in the Materials and Methods section. The color code in the heatmap indicates the frequency of a given ORF among all isolates of a particular <italic>Salmonella</italic> serotype. The names of new T6SS candidate effectors identified in this study are highlighted in red.</p>
</caption>
<graphic xlink:href="fmicb-15-1496223-g002.tif"/>
</fig>
<p>Analysis of genetic structure variation of the SPI-6 T6SS gene cluster between serotypes and between isolates of the same serotype revealed interesting observations. First, we identified a variable number of <italic>tssI</italic>-<italic>eagR</italic>-<italic>rhs</italic> gene modules encoded in VR3. A number of isolates from serotypes <italic>S</italic>. Braenderup, <italic>S</italic>. Kentucky, <italic>S</italic>. Sandiego and <italic>S</italic>. Tennessee harbor two <italic>tssI</italic>-<italic>eagR</italic>-<italic>rhs</italic> modules (<xref ref-type="fig" rid="fig3">Figure 3</xref>), while most isolates from serotypes carrying the SPI-6 T6SS gene cluster only harbor one <italic>tssI</italic>-<italic>eagR</italic>-<italic>rhs</italic> module (<xref ref-type="fig" rid="fig4">Figure 4</xref>). Remarkably, in <italic>S</italic>. Braenderup the genetic structure of SPI-6 differs between isolates CFSAN43223, FA0982 and FA1083. CFSAN43223 has only one <italic>tssI</italic>-<italic>eagR</italic>-<italic>rhs</italic> module, while FA0982 and FA1083 have two of these modules, as previously reported in <italic>S</italic>. Tennessee isolate CFSAN070645 (<xref ref-type="bibr" rid="ref7">Blondel et al., 2023</xref>) (<xref ref-type="fig" rid="fig3">Figure 3</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref>). Isolates FA0982 and FA1083 encode the RhsA-Tox-HNH-EHHH effector, as well as two other effectors harboring C-terminal ends with unknown function (PAAR-RhsA-CT and RhsA-CT). Additionally, isolate FA1083 encodes a new PAAR-RhsA-NucA_B effector with putative DNase activity, as described above (<xref ref-type="fig" rid="fig1">Figures 1</xref>, <xref ref-type="fig" rid="fig3">3</xref>). It is important to note that isolate CFSAN43223 has an internal deletion within VR2 in comparison to isolates FA0982 and FA1083, and encodes only the Tlde1 effector. In contrast, isolates FA0982 and FA1083 encode two copies of the Tge2 effector in VR2 (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref>). In <italic>S</italic>. Kentucky, our analysis of the single isolate present in the database (CFSAN035145) identified two <italic>tssI</italic>-<italic>eagR</italic>-<italic>rhs</italic> modules in VR3. These modules encode the PAAR-RhsA and PAAR-RhsA-HNHc effector proteins, respectively (<xref ref-type="fig" rid="fig3">Figure 3</xref>). Notably, the first <italic>tssI-eagR-rhs</italic> module has a high sequence identity with only one gene module previously reported in <italic>S</italic>. Tennessee CFSAN070645 (<xref ref-type="bibr" rid="ref7">Blondel et al., 2023</xref>). Similarly, the second <italic>tssI-eagR-rhs</italic> module of <italic>S</italic>. Kentucky CFSAN035145 shows high sequence identity with the corresponding module encoded in VR3 of <italic>S.</italic> Typhimurium 14028s. Furthermore, <italic>S</italic>. Kentucky CFSAN035145 harbors an ORF with a predicted DUF4056 domain encoded in a bi-cistronic unit in VR2 never reported in <italic>Salmonella</italic>, which may constitute a new T6SS candidate effector (<xref ref-type="fig" rid="fig3">Figure 3</xref>). In <italic>S</italic>. Sandiego, the genetic structure of the SPI-6 T6SS gene cluster is conserved between isolates FA0894 and CFSAN105324, that harbor two <italic>tssI-eagR-rhs</italic> gene modules encoding a PAAR-RhsA-CT (C-terminal end with unknown function) and the PAAR-RhsA-Ntox47 effector proteins, respectively (<xref ref-type="fig" rid="fig3">Figure 3</xref>). A genomic comparative analysis of this latter effector with the corresponding T6SS effector in <italic>S.</italic> Typhimurium 14028s suggest that in isolates of serotype <italic>S</italic>. Sandiego the Rhs<sub>main</sub> and RhsA-Ntox47 were at some point a single ORF that was later split due to the accumulation of nonsense mutations (<xref ref-type="fig" rid="fig3">Figure 3</xref>). Similar to <italic>S</italic>. Kentucky, the two <italic>tssI-eagR-rhs</italic> gene modules encoded in SPI-6 of <italic>S</italic>. Sandiego share high sequence identity with the corresponding gene modules encoded in <italic>S</italic>. Tennessee CFSAN070645 and <italic>S.</italic> Typhimurium 14028s, respectively (<xref ref-type="fig" rid="fig3">Figure 3</xref>). It is worth mentioning that Chilean <italic>S</italic>. Sandiego isolates harbor the Tae2 and Tae4 effector proteins encoded in VR1, as well as Tge2 and Tlde1 effectors encoded in VR2. Finally, in <italic>S</italic>. Tennessee, the genomic organization of the T6SS gene cluster encoded in SPI-6 is highly conserved not only among Chilean isolates but also among previously reported <italic>S</italic>. Tennessee isolates (<xref ref-type="bibr" rid="ref7">Blondel et al., 2023</xref>) (<xref ref-type="fig" rid="fig3">Figure 3</xref>). Isolates of this serotype harbor two <italic>tssI-eagR-rhs</italic> gene modules encoding a PAAR-RhsA-Tox-HNH-EHHH and a PAAR-RhsA-CdiA T6SS effector proteins, respectively. Interestingly, unlike the other serotypes described above, these two <italic>tssI-eagR-rhs</italic> gene modules do not share any sequence identity with the corresponding module in <italic>S.</italic> Typhimurium 14028s. Altogether, these results suggest a distinct evolutionary origin of <italic>tssI-eagR-rhs</italic> gene modules within the SPI-6 T6SS gene cluster.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>The SPI-6 T6SS gene cluster in a number of Chilean <italic>Salmonella</italic> isolates includes two <italic>tssI</italic>-<italic>eagR</italic>-<italic>rhs</italic> gene modules in VR3. Comparative genomic analysis of the SPI-6 T6SS cluster of <italic>S.</italic> Braenderup FA1083, <italic>S</italic>. Kentucky CFSAN035145, <italic>S</italic>. Sandiego CFSAN105323 and <italic>S</italic>. Tennessee FA1455 and CFSAN070645. BLASTn sequence alignment was performed and visualized using EasyFig (<xref ref-type="bibr" rid="ref59">Sullivan et al., 2011</xref>). ORFs encoding E/I modules are highlighted in different colors according to the confirmed or predicted functions. The <italic>tssI-eagR-rhs</italic> gene modules of the SPI-6 T6SS gene cluster are demarked by asterisks. Grayscale represents the percentage of identity between nucleotide sequences. The SPI-6 T6SS gene cluster from <italic>S.</italic> Typhimurium 14028s was used for comparative purposes.</p>
</caption>
<graphic xlink:href="fmicb-15-1496223-g003.tif"/>
</fig>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>The T6SS<sub>SPI-6</sub> effector repertoire varies among Chilean <italic>Salmonella</italic> isolates. Comparative genomic analysis of the SPI-6 T6SS cluster of selected <italic>Salmonella</italic> isolates representing different serotypes. BLASTn sequence alignment was performed and visualized using EasyFig (<xref ref-type="bibr" rid="ref59">Sullivan et al., 2011</xref>). ORFs encoding T6SS core components are shown in blue. ORFs encoding E/I modules are highlighted in different colors according to the confirmed or predicted functions. Grayscale represents the percentage of identity between nucleotide sequences.</p>
</caption>
<graphic xlink:href="fmicb-15-1496223-g004.tif"/>
</fig>
<p>On the other hand, the isolates belonging to the remaining 32 serotypes only contain one <italic>tssI-eagR-rhs</italic> gene module encoded in the SPI-6 T6SS gene cluster. In these isolates, the distribution of known and new candidate effectors varies considerably, even among representatives of the same serotype. This is the case of <italic>S</italic>. Livingstone, where two groups of isolates are distinguished. In the first group, the VR3 encodes the PAAR-RhsA-Ntox47 effector, while isolates in the second group harbor the PAAR-RhsA-GIY-YIG effector (<xref ref-type="fig" rid="fig5">Figure 5</xref>). In addition, the VR2 in the first group encodes the Tge2 and Tlde1 effector proteins, while in the second group only encodes Tlde1 (<xref ref-type="fig" rid="fig5">Figure 5</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>). Remarkably, the first group only harbor the SPI-6 T6SS gene cluster while the second group also encodes the SPI-19 T6SS gene cluster. Furthermore, the genetic structure of the SPI-6 T6SS cluster in the first group differs more with the T6SS gene cluster of <italic>S.</italic> Typhimurium 14028s when compared to the second group (<xref ref-type="fig" rid="fig5">Figure 5</xref>).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>The genetic structure and repertoire of effector proteins encoded in the SPI-6 T6SS gene cluster vary among isolates of serotype <italic>S</italic>. Livingstone. Comparative genomic analysis of the SPI-6 T6SS cluster in <italic>S</italic>. Livingstone isolates. BLASTn sequence alignment was performed and visualized using EasyFig (<xref ref-type="bibr" rid="ref59">Sullivan et al., 2011</xref>). ORFs encoding E/I modules are highlighted in different colors according to the confirmed or predicted functions. SPI-6 T6SS gene clusters from <italic>S.</italic> Typhimurium 14028s and <italic>S.</italic> Typhi CT18 were used for comparative purposes.</p>
</caption>
<graphic xlink:href="fmicb-15-1496223-g005.tif"/>
</fig>
<p>In isolates of serotype <italic>S.</italic> Give, the SPI-6 T6SS gene cluster shows structural differences in VR2 and VR3. In VR2, the isolate CFSAN043231 encodes the Tge2 and Peptidase M64 effector proteins, while other isolates (CFSAN119452, CFSAN119453, and CFSAN119454) carry a bi-cistronic unit encoding proteins with unknown function (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3</xref>). The putative immunity protein encoding-gene of this bi-cistronic unit harbors a DUF4229 domain found in integral membrane proteins (<xref ref-type="bibr" rid="ref66">Wang et al., 2023</xref>). Another intriguing structural difference exists in VR3, where isolates CFSAN119452, CFSAN119453, and CFSAN119454 encode a PAAR-RhsA-Ntox47 effector protein, while isolate CFSAN043231 encodes a PAAR-RhsA-CT and an RhsA-CT, both harboring C-terminal ends with unknown functions (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3</xref>). Notably, the putative immunity protein encoding-gene of the RhsA-CT candidate effector harbors the Imm9 domain, which is frequently found in cognate immunity proteins of bacterial toxin systems with RNase activity (<xref ref-type="bibr" rid="ref75">Zhang et al., 2012</xref>). Thus, the presence of the Imm9 domain in the putative immunity protein-encoding gene suggests that the C-terminal end of the RhsA-CT candidate effector has RNase activity.</p>
<p>The genetic organization of the SPI-6 T6SS gene cluster in <italic>S</italic>. Newport varies between two groups of isolates. In the first group, the isolates encode the PAAR-RhsA-Ntox47 effector in VR3 and the Tge2 effector in VR2. Furthermore, in VR3, these isolates also contain an ORF with a predicted DUF6769 domain encoded in a bi-cistronic unit with an ORF harboring an Imm26 domain, which is typically found in cognate immunity proteins of bacterial toxin systems with RNase activity (<xref ref-type="bibr" rid="ref75">Zhang et al., 2012</xref>). The presence of the Imm26 domain in this ORF suggests that the DUF6769-containing protein is a candidate effector with RNase activity. On the other hand, isolates in the second group encode the PAAR-RhsA-CT effector in VR3 and do not encode the Tge2 effector in VR2 (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S4</xref>). Of note, there is no sequence identity between the Rhs elements of both groups of isolates, suggesting a different origin. In addition, the sequence of the C-terminal end of the PAAR-RhsA-CT effector encoded in these isolates shows high sequence similarity with the Rhs element of <italic>S.</italic> Typhi CT18 (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S4</xref>).</p>
<p>Similar findings were also identified in <italic>S.</italic> Edinburgh, where two groups of isolates were distinguished. In VR3, isolates in the first group encode the PAAR-RhsA-HNHc effector protein, while isolates in the second group encode the PAAR-RhsA-CT and RhsA-CT effectors with C-terminal ends with unknown function (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S5</xref>). Notably, S. Edinburgh is one of the three serotypes in which the TseH-like effector is predicted to be encoded in VR2 (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S5</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>).</p>
<p>Finally, the SPI-6 T6SS gene cluster in the remaining 32 serotypes is highly conserved among isolates within the same serotype. However, the T6SS effector repertoire and its distribution varies considerably among these 32 serotypes (<xref ref-type="fig" rid="fig4">Figure 4</xref>). Notably, in VR3 these serotypes encode several T6SS effector proteins with different anti-bacterial activities, including putative DNases such as PAAR-RhsA-HNHc (<italic>S.</italic> Anatum, <italic>S</italic>. Edinburgh, <italic>S.</italic> Infantis, <italic>S</italic>. Kentucky, <italic>S.</italic> Senftenberg), RhsA-HNHc (<italic>S</italic>. Tennessee), RhsA-Tox-HNH-EHHH (<italic>S</italic>. Braenderup, <italic>S.</italic> Derby), PAAR-RhsA-Tox-HNH-EHHH (<italic>S.</italic> Johannesburg, <italic>S</italic>. Tennessee), PAAR-RhsA-AHH (<italic>S.</italic> Goldcoast) and PAAR-RhsA-GIY-YIG (<italic>S</italic>. Livingstone); putative RNases such as RhsA-Ntox47 (<italic>S</italic>. Brandenburg, <italic>S</italic>. I 1,4,[5],12:i:-, <italic>S.</italic> Typhimurium), PAAR-RhsA-Ntox47 (<italic>S</italic>. Give, <italic>S</italic>. Livingstone, <italic>S.</italic> Muenchen, <italic>S</italic>. Newport, <italic>S.</italic> Panama, <italic>S</italic>. Sandiego) and DUF4329 (<italic>S</italic>. Anatum); and putative ADP-ribosyltransferases such as PAAR-RhsA-Tox-ART-HYD1 (<italic>S</italic>. Johannesburg), RhsA-Tox-ART-HYD1 (<italic>S.</italic> Thompson) and RhsA<sub>main</sub> (<italic>S.</italic> Typhimurium). Notably, 19 out of these 32 serotypes encode PAAR-RhsA-CT and RhsA-CT effectors harboring C-terminal ends with unknown function (<xref ref-type="table" rid="tab1">Table 1</xref>; <xref ref-type="fig" rid="fig4">Figure 4</xref>). For instance, <italic>S.</italic> Johannesburg isolate CFSAN 122905 encodes an RhsA-CT candidate effector, along with a putative immunity protein harboring an Imm8 domain, which is commonly found in immunity proteins of bacterial toxin systems with RNase activity (<xref ref-type="bibr" rid="ref75">Zhang et al., 2012</xref>). This result suggests that the C-terminal end of the RhsA-CT candidate effector has RNase activity.</p>
</sec>
<sec id="sec14">
<title>The SPI-19 Rhs effectors of Chilean <italic>Salmonella</italic> serotypes harbor C-terminal ends with protein domains of unknown function</title>
<p>The SPI-19 encodes a T6SS gene cluster present in some of the most prevalent <italic>Salmonella</italic> serotypes worldwide, such as <italic>S</italic>. Dublin<italic>, S</italic>. Agona, <italic>S.</italic> Weltevreden and <italic>S.</italic> Gallinarum, among others. Despite its contribution to intestinal colonization, antibacterial activity and cytotoxicity against macrophages (<xref ref-type="bibr" rid="ref9">Blondel et al., 2013</xref>; <xref ref-type="bibr" rid="ref10">Blondel et al., 2010</xref>; <xref ref-type="bibr" rid="ref43">Pezoa et al., 2013</xref>, <xref ref-type="bibr" rid="ref42">2014</xref>; <xref ref-type="bibr" rid="ref53">Schroll et al., 2019</xref>; <xref ref-type="bibr" rid="ref73">Xian et al., 2020</xref>) no effector protein of this T6SS has been experimentally validated and tested. This is an important knowledge gap as infections triggered by these serotypes cause major economic problems in animal production and public health issues.</p>
<p>Our analysis identified the SPI-19 T6SS gene cluster in isolates representing 4 out of the 42 serotypes encoding T6SS. Of note, the genetic structure of this T6SS gene cluster differs among isolates of these 4 serotypes (<xref ref-type="fig" rid="fig6">Figure 6</xref>). In <italic>S</italic>. Agona, there are two groups of isolates that encode a PAAR-RhsA-CT effector and differ in the putative cognate immunity protein. The first group encodes a putative immunity protein with a predicted TPR domain, while in the second group this protein harbors an Imm40 domain that is frequently found in cognate immunity proteins of bacterial toxin systems with RNase activity (<xref ref-type="bibr" rid="ref75">Zhang et al., 2012</xref>) (<xref ref-type="fig" rid="fig6">Figure 6</xref>). Therefore, the presence of the Imm40 domain in the putative immunity protein-encoding gene suggests that the C-terminal end of the PAAR-RhA-CT candidate effector has RNase activity. Of note, a single <italic>S</italic>. Agona isolate (CFSAN100497) lacks the SPI-19 T6SS gene cluster and harbors that encoded in SPI-6, which encodes the effector RhsA-Ntox47. This SPI-6 T6SS gene cluster exhibits high homology to the corresponding cluster in <italic>S.</italic> Typhimurium 14028s (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S6</xref>).</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>The SPI-19 T6SS gene cluster differs among Chilean <italic>Salmonella</italic> isolates and encodes putative T6SS Rhs effector proteins harboring C-terminal ends with domains of unknown function. Comparative genomic analysis of the SPI-19 T6SS gene cluster of <italic>S.</italic> Agona CFSAN116538, <italic>S</italic>. IV 43:z4,z23:- CFSAN119431 and <italic>S</italic>. Livingstone CFSAN105333. BLASTn sequence alignment was performed and visualized using EasyFig (<xref ref-type="bibr" rid="ref59">Sullivan et al., 2011</xref>). ORFs encoding T6SS core components are shown in blue. ORFs encoding E/I modules are highlighted in different colors according to the confirmed or predicted functions. SPI-19 T6SS gene clusters from <italic>S</italic>. Dublin CT_02021853 (top) and <italic>S.</italic> Gallinarum 287/91 (bottom) were used for comparative purposes. Grayscale represents the percentage of identity between nucleotide sequences.</p>
</caption>
<graphic xlink:href="fmicb-15-1496223-g006.tif"/>
</fig>
<p>In the case of the only isolate of serotype <italic>S.</italic> I 4:f,g,s:1,2 analyzed, the SPI-19 T6SS gene cluster exhibits high sequence conservation between the <italic>tssK</italic> and <italic>tssI</italic> core component genes with those encoded in the corresponding cluster of <italic>S</italic>. Dublin and <italic>S.</italic> Gallinarum (<xref ref-type="fig" rid="fig6">Figure 6</xref>). However, this serotype encodes a PAAR-RhsA-CT effector that has a different origin from the corresponding effector of <italic>S</italic>. Dublin and <italic>S.</italic> Gallinarum. Furthermore, the cognate immunity protein of this PAAR-RhsA-CT effector harbors an Imm40 domain (<xref ref-type="bibr" rid="ref75">Zhang et al., 2012</xref>) (<xref ref-type="fig" rid="fig6">Figure 6</xref>), suggesting that the C-terminal end of PAAR-RhsA-CT has RNase activity.</p>
<p>Although we were not able to identify new effector candidates in the SPI-19 T6SS gene cluster of isolates belonging to serotypes <italic>S</italic>. IV 43:z4,z23:- and <italic>S</italic>. Livingstone, we found some features worth mentioning. In the case of serotype <italic>S</italic>. IV 43:z4,z23:-, the SPI-19 T6SS gene cluster is highly conserved among the 3 isolates analyzed. However, it shares lower degree of sequence identity with the corresponding gene cluster of <italic>S</italic>. Dublin and <italic>S.</italic> Gallinarum (<xref ref-type="fig" rid="fig6">Figure 6</xref>). The same was true for the group of 14&#x202F;<italic>S</italic>. Livingstone isolates carrying both SPI-6 and SPI-19 T6SS gene clusters described above (<xref ref-type="fig" rid="fig6">Figure 6</xref>).</p>
</sec>
<sec id="sec15">
<title>The SPI-21 T6SS gene cluster from <italic>S. enterica</italic> subspecies <italic>arizonae</italic> and <italic>diarizonae</italic> encodes two candidate effectors</title>
<p>To date there is very limited information regarding the effector proteins encoded in the SPI-21 T6SS gene cluster. Only one candidate effector has been described in <italic>S. enterica</italic> subsp. <italic>arizonae</italic> serotype 62:z4,z23:- reference strain RSK2980, which corresponds to a specialized VgrG protein with a C-terminal extension including a pyocin domain (S Type) (<xref ref-type="bibr" rid="ref8">Blondel et al., 2009</xref>; <xref ref-type="bibr" rid="ref26">Ho et al., 2017</xref>). Indeed, our bioinformatic analysis identified the VgrG-PyocinS-HNHc effector in most isolates of <italic>S. enterica</italic> subsp. <italic>diarizonae</italic> serotypes 48:i:z and 35:i:z (<italic>S</italic>. IIIb 48:i:z and <italic>S</italic>. IIIb 35:i:z, respectively) analyzed (<xref ref-type="table" rid="tab1">Table 1</xref>; <xref ref-type="fig" rid="fig7">Figure 7A</xref>). The predicted cognate immunity protein of this candidate effector includes a inhibitory immunity protein of colicin DNase and pyocins (Col_Imm_like) domain, frequently present in immunity proteins of bacterial toxin systems (<xref ref-type="bibr" rid="ref75">Zhang et al., 2012</xref>) (<xref ref-type="fig" rid="fig7">Figure 7A</xref>). Noteworthy, the SPI-21 T6SS gene cluster in all isolates of <italic>S. enterica</italic> subsp. <italic>diarizonae</italic> analyzed encodes a new candidate effector including a glucosaminidase domain with predicted peptidoglycan hydrolase activity (<xref ref-type="table" rid="tab3">Table 3</xref>; <xref ref-type="fig" rid="fig7">Figure 7B</xref>). The predicted cognate immunity protein carries the domain with no name (DWNN). Furthermore, the SPI-21 T6SS gene cluster in the only isolate of <italic>S</italic>. IIIb 35:i:z analyzed (CFSAN111176) encodes a second new candidate effector with a predicted BTH_I2691 domain (<xref ref-type="table" rid="tab3">Table 3</xref>; <xref ref-type="fig" rid="fig7">Figure 7B</xref>). Of note, BTH_I2691 is a T6SS effector protein originally described in <italic>B. thailandensis</italic> (<xref ref-type="bibr" rid="ref49">Russell et al., 2012</xref>), which exhibits structural homology to colicin Ia (<xref ref-type="bibr" rid="ref41">Parret et al., 2003</xref>). This suggests that the BTH_I2691 candidate effector protein may have membrane pore-forming activity. Finally, the SPI-21 T6SS gene cluster in all isolates of <italic>S. enterica</italic> subsp. <italic>diarizonae</italic> analyzed exhibit a relatively low degree of sequence identity with the corresponding gene cluster in <italic>S. enterica</italic> subsp. <italic>arizonae</italic> RSK2980 (<xref ref-type="fig" rid="fig7">Figure 7A</xref>).</p>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>The SPI-21 T6SS gene cluster encodes new putative T6SS effector proteins. <bold>(A)</bold> Comparative genomic analysis of the SPI-21 T6SS cluster of <italic>S. enterica</italic> subsp. <italic>diarizonae</italic> 48:i:z CFSAN043227, <italic>S. enterica</italic> subsp. <italic>diarizonae</italic> 35:i:z CFSAN111176 and <italic>S. enterica</italic> subsp. <italic>diarizonae</italic> 48:i:z CFSAN119408. BLASTn sequence alignment was performed and visualized using EasyFig (<xref ref-type="bibr" rid="ref59">Sullivan et al., 2011</xref>). SPI-21 T6SS gene cluster from <italic>S. enterica</italic> subsp. <italic>arizonae</italic> RSK2980 was used for comparative purposes. <bold>(B)</bold> Schematic representation and distribution among <italic>Salmonella</italic> genomes of each new effector and immunity protein identified. ORFs encoding new E/I modules are highlighted in different colors according to the predicted functions. Homologs for each component were identified by BLASTn analyses, as described in Materials and Methods.</p>
</caption>
<graphic xlink:href="fmicb-15-1496223-g007.tif"/>
</fig>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>New putative T6SS effectors and cognate immunity proteins encoded in the SPI-21 T6SS gene cluster of Chilean <italic>Salmonella</italic> isolates.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="center" valign="top" colspan="4">T6SS effector genes</th>
<th align="center" valign="top" colspan="2">Cognate T6SS immunity protein genes</th>
</tr>
<tr>
<th align="left" valign="top">ORF(s)</th>
<th align="center" valign="top">Size (aa)</th>
<th align="left" valign="top">Serotype-isolate</th>
<th align="left" valign="top">Predicted activity/Domain</th>
<th align="left" valign="top">ORF(s)</th>
<th align="left" valign="top">TM or signal peptide/Domain<xref ref-type="table-fn" rid="tfn3"><sup>a</sup></xref></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="6">Effectors targeting peptidoglycan</td>
</tr>
<tr>
<td align="left" valign="middle">CFSAN043227_5840</td>
<td align="center" valign="middle" rowspan="2">739</td>
<td align="left" valign="middle"><italic>S</italic>. IIIb 48:i:z CFSAN043227</td>
<td align="left" valign="middle" rowspan="2">Peptidoglycan hydrolase/Glucosaminidase</td>
<td align="left" valign="middle">CFSAN043227_5839</td>
<td align="left" valign="middle" rowspan="2">No/DWNN</td>
</tr>
<tr>
<td align="left" valign="middle">CFSAN119438_4687</td>
<td align="left" valign="middle"><italic>S</italic>. IIIb 48:i:z CFSAN119438</td>
<td align="left" valign="middle">CFSAN119438_4688</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Effectors targeting inner membrane</td>
</tr>
<tr>
<td align="left" valign="middle">CFSAN111176_6167</td>
<td align="center" valign="middle">884</td>
<td align="left" valign="middle"><italic>S</italic>. IIIb 35:i:z</td>
<td align="left" valign="middle">Membrane-pore forming/BTH_I2691</td>
<td align="left" valign="middle">CFSAN111176_6166</td>
<td align="left" valign="middle">No/No</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn3">
<label>a</label>
<p>Presence or absence of transmembrane domains (TM) or a signal peptide, and protein domains present in the putative immunity protein genes.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec16">
<title>Global genome-wide distribution analysis of the new candidate effectors identified in SPI-6 and SPI-21 T6SS gene clusters</title>
<p>The identification of 6 new candidate T6SS effectors, harboring protein domains frequently found in bacterial toxin systems, prompted us to determine their distribution across <italic>Salmonella</italic>. To this end, the nucleotide sequence corresponding to the ORF encoding each candidate effector was used in tBLASTx searches in publicly available <italic>Salmonella</italic> genome sequences deposited in the NCBI database (March, 2024) and the distribution of each effector was determined. Our analysis revealed that the new candidate effectors are distributed in a limited number of serotypes (<xref ref-type="fig" rid="fig1">Figures 1B</xref>, <xref ref-type="fig" rid="fig7">7B</xref>). Indeed, effectors PAAR-RhsA-NucA_B, PAAR-RhsA-CdiA and RhsA-CdiA (encoded in the SPI-6 T6SS gene cluster) are distributed in 10 to 13 serotypes, while effector PAAR-RhsA-GH-E is distributed only in 5 serotypes (<xref ref-type="fig" rid="fig1">Figure 1B</xref>). In the case of the two candidate effectors encoded in the SPI-21 T6SS gene cluster, they are restricted to isolates of <italic>S. enterica</italic> subsp. <italic>arizonae</italic> and <italic>S. enterica</italic> subsp. <italic>diarizonae</italic> (<xref ref-type="fig" rid="fig7">Figure 7B</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec17">
<title>Discussion</title>
<p>The T6SS has emerged as a significant virulence and environmental fitness factor for Gram-negative bacteria. The T6SS is a versatile machine that delivers a wide range of effector proteins to bacterial and/or eukaryotic cells. As a result, it has become an essential weapon for mediating interbacterial competition and host-cell interactions for many bacterial pathogens. In <italic>Salmonella</italic>, five T6SS gene clusters have been identified within pathogenicity islands SPI-6, SPI-19, SPI-20, SPI-21, and SPI-22 (<xref ref-type="bibr" rid="ref8">Blondel et al., 2009</xref>; <xref ref-type="bibr" rid="ref23">Fookes et al., 2011</xref>) which belong to 4 different evolutionary lineages. However, information regarding the presence and distribution of T6SS gene clusters and their effector proteins is still limited, partly because most analyses have focused on a limited number of strains of a few serotypes.</p>
<p>In this study, to expand our knowledge regarding the distribution of T6SS gene clusters and the repertoire of T6SS effector proteins in <italic>Salmonella</italic>, we performed bioinformatic and comparative genomic analyses of a dataset including 695 <italic>S. enterica</italic> genomes, representing 44 serotypes isolated in Chile from different sources including surface waters, backyard systems and wildlife, among others. As expected, the SPI-6 T6SS gene cluster was the most prevalent in isolates of 36 different serotypes (87.48% of total <italic>Salmonella</italic> isolates), suggesting that the T6SS<sub>SPI-6</sub> is one of the most critical molecular toolboxes for <italic>Salmonella</italic> pathogenicity and environmental fitness. Our analysis also confirmed previous observations suggesting that the T6SS<sub>SPI-19</sub> is prevalent only in a subset of <italic>Salmonella</italic> serotypes, perhaps reflecting a contribution to <italic>Salmonella</italic> fitness in specialized environments and/or hosts (<xref ref-type="bibr" rid="ref8">Blondel et al., 2009</xref>; <xref ref-type="bibr" rid="ref4">Bao et al., 2019</xref>). Interestingly, we provide the first report on the presence of both SPI-6 and SPI-19 T6SS gene clusters in isolates of serotype <italic>S</italic>. Livingstone, as previously reported only in serotypes <italic>S</italic>. Dublin and <italic>S</italic>. Weltevreden (<xref ref-type="bibr" rid="ref8">Blondel et al., 2009</xref>; <xref ref-type="bibr" rid="ref4">Bao et al., 2019</xref>). Since the presence of multiple T6SSs in the same isolate is not common among <italic>Salmonella</italic> serotypes, it is still unclear how such multiplicity contributes to their environmental adaptation and/or pathogenic potential. Other T6SS gene clusters are restricted to specific serotypes. For instance, we identified the SPI-21 T6SS gene cluster only in isolates belonging to <italic>S. enterica</italic> subsp. <italic>arizonae</italic> and <italic>S. enterica</italic> subsp. <italic>diarizonae,</italic> as previously reported (<xref ref-type="bibr" rid="ref8">Blondel et al., 2009</xref>; <xref ref-type="bibr" rid="ref4">Bao et al., 2019</xref>). Regarding the repertoire of T6SS effector proteins of the Chilean <italic>Salmonella</italic> isolates, we identified 20 out of the 37 effectors previously identified in <italic>Salmonella</italic> (<xref ref-type="bibr" rid="ref8">Blondel et al., 2009</xref>; <xref ref-type="bibr" rid="ref49">Russell et al., 2012</xref>; <xref ref-type="bibr" rid="ref5">Benz et al., 2013</xref>; <xref ref-type="bibr" rid="ref69">Whitney et al., 2013</xref>; <xref ref-type="bibr" rid="ref32">Koskiniemi et al., 2014</xref>; <xref ref-type="bibr" rid="ref51">Sana et al., 2016</xref>; <xref ref-type="bibr" rid="ref26">Ho et al., 2017</xref>; <xref ref-type="bibr" rid="ref55">Sibinelli-Sousa et al., 2020</xref>; <xref ref-type="bibr" rid="ref2">Amaya et al., 2022</xref>; <xref ref-type="bibr" rid="ref29">Jur&#x0117;nas et al., 2022</xref>; <xref ref-type="bibr" rid="ref34">Lorente-Cobo et al., 2022</xref>; <xref ref-type="bibr" rid="ref25">Hespanhol et al., 2022</xref>; <xref ref-type="bibr" rid="ref7">Blondel et al., 2023</xref>). These effector proteins are distributed across 42 serotypes. It is notable that the content and distribution of T6SS effector proteins in local <italic>Salmonella</italic> isolates differs from previous reports (<xref ref-type="bibr" rid="ref7">Blondel et al., 2023</xref>) and show differences between isolates of the same serotype. It is therefore tempting to speculate that diverse combinations of these proteins may have different effects on the environmental fitness, which could differentially contribute to geographic adaptations and/or pathogenic potential of <italic>Salmonella</italic> strains. Further experimental work is required to confirm this hypothesis.</p>
<p>One of these differences is exemplified by the variable number of <italic>tssI-eagR-rhs</italic> gene modules within the VR3 of the SPI-6 T6SS gene cluster. All these modules encode different T6SS effectors and candidate effectors. In <italic>Salmonella</italic>, 23 T6SS effector proteins with putative nuclease activity targeting DNA and RNA have been identified so far encoded in VR3 (<xref ref-type="bibr" rid="ref8">Blondel et al., 2009</xref>; <xref ref-type="bibr" rid="ref32">Koskiniemi et al., 2014</xref>; <xref ref-type="bibr" rid="ref26">Ho et al., 2017</xref>; <xref ref-type="bibr" rid="ref2">Amaya et al., 2022</xref>; <xref ref-type="bibr" rid="ref25">Hespanhol et al., 2022</xref>; <xref ref-type="bibr" rid="ref7">Blondel et al., 2023</xref>). In this work, we identified 4 new candidate effector proteins with potential nuclease activity within VR3 in SPI-6. This expands our knowledge regarding the versatility of the <italic>Salmonella</italic> T6SS effectors in targeting bacterial nucleic acids and highlights how they are one of the main bacterial targets of <italic>Salmonella</italic> T6SS effector proteins. Most of these effector proteins correspond to Rhs proteins with C-terminal ends including domains with predicted antibacterial activities, thus contributing to the diversification of the molecular targets of T6SSs in <italic>Salmonella</italic>. This was expected, given that previous studies have demonstrated that the VR3 of the SPI-6 T6SS gene cluster encodes a variable number of Rhs elements (<xref ref-type="bibr" rid="ref8">Blondel et al., 2009</xref>; <xref ref-type="bibr" rid="ref2">Amaya et al., 2022</xref>; <xref ref-type="bibr" rid="ref7">Blondel et al., 2023</xref>) and that several Rhs proteins carry C-terminal polymorphic endonuclease domains, which are associated with T6SS effectors in <italic>Salmonella</italic> and other bacteria (<xref ref-type="bibr" rid="ref75">Zhang et al., 2012</xref>; <xref ref-type="bibr" rid="ref32">Koskiniemi et al., 2014</xref>; <xref ref-type="bibr" rid="ref2">Amaya et al., 2022</xref>; <xref ref-type="bibr" rid="ref7">Blondel et al., 2023</xref>).</p>
<p>Another exciting observation is that many of the putative SPI-6 and SPI-19 Rhs effectors identified in this study harbor C-terminal extensions with unknown function. However, the presence of putative immunity proteins encoded next to these Rhs proteins suggests that these effectors have an antibacterial activity. Thus, it is tempting to speculate that the arsenal of <italic>Salmonella</italic> T6SS effectors harbors a diverse array of protein domains with yet-to-be-discovered activities and bacterial targets.</p>
<p>Regarding the SPI-19 T6SS gene cluster, we could not identify new T6SS candidate effectors encoded in the genome of the local isolates analyzed. Of note, the previously identified T6SS candidate effectors, SED_RS06235 and SED_RS06335, encoded in the SPI-19 T6SS gene cluster of <italic>S</italic>. Dublin CT_02021853 harbor the LysM and metallopeptidase M91 domains, respectively (<xref ref-type="bibr" rid="ref2">Amaya et al., 2022</xref>), both of which target the peptidoglycan layer.</p>
<p>The only known T6SS effector encoded in the SPI-21 T6SS gene cluster corresponds to VgrG-PyocinS-HNHc, which harbors putative nuclease activity and was previously identified in <italic>S. enterica</italic> subsp. <italic>arizonae</italic> 62:z4,z23:-s reference strain RSK2980 (<xref ref-type="bibr" rid="ref8">Blondel et al., 2009</xref>; <xref ref-type="bibr" rid="ref26">Ho et al., 2017</xref>). Noteworthy, the SPI-21 T6SS gene cluster from our local <italic>Salmonella</italic> isolates encodes two new candidate effector proteins. The first one includes a glucosaminidase domain with peptidoglycan hydrolase activity, while the second one harbors the BTH_I2691 domain with predicted membrane-pore forming activity. This is the first report of a T6SS candidate effector harboring the BTH_I2691 domain present in the <italic>Salmonella</italic> genus, which expands our knowledge on the molecules targeted by T6SS in competing bacteria. Furthermore, this BTH_I2691 domain exhibits predicted structural homology to colicin Ia, a bactericidal protein that forms a voltage-dependent channel in the inner membrane of target cells (<xref ref-type="bibr" rid="ref41">Parret et al., 2003</xref>). These findings suggest that T6SS<sub>SPI-21</sub> attacks different bacterial targets (i.e., nucleic acids, peptidoglycan and inner membrane), contributing to the fitness and virulence of both <italic>S. enterica</italic> subsp. <italic>arizonae</italic> and <italic>S. enterica</italic> subsp. <italic>diarizonae</italic>.</p>
<p>Finally, the distribution analysis of the six new T6SS candidate effectors identified in this study in <italic>Salmonella</italic> genomes from the NCBI database revealed that they are distributed in a limited number of serotypes, in contrast to the distribution previously reported for other T6SS candidate effectors in <italic>Salmonella</italic> (<xref ref-type="bibr" rid="ref7">Blondel et al., 2023</xref>).</p>
<p>Altogether, our work broadens the repertoire of <italic>Salmonella</italic> T6SS effector proteins and provides evidence that the SPI-6, SPI-19 and SPI-21 T6SS gene clusters harbor a vast array of potential antibacterial effectors. This diversity is particularly evident in the VR3 of the SPI-6 T6SS gene cluster in our local <italic>Salmonella</italic> isolates, especially in those serotypes that lack some of the most conserved T6SS effectors encoded in VR2 (<xref ref-type="fig" rid="fig6">Figure 6</xref>). Finally, although this study increases the number of putative <italic>Salmonella</italic> antibacterial effectors against competing bacteria, it cannot be ruled out that those new candidate effectors targeting nucleic acids and cellular membranes may also affect eukaryotic cells. This represents a significant gap in our current understanding of the roles played by T6SS in host-pathogen interaction. In fact, no T6SS effector protein identified to date in <italic>Salmonella</italic> has been confirmed to target eukaryotic organisms, despite the clear contribution of <italic>Salmonella</italic> T6SSs to intracellular replication, survival and cytotoxicity inside the host immune cells (<xref ref-type="bibr" rid="ref39">Mulder et al., 2012</xref>; <xref ref-type="bibr" rid="ref9">Blondel et al., 2013</xref>; <xref ref-type="bibr" rid="ref53">Schroll et al., 2019</xref>). Further research is required to address this issue.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec18">
<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="supplementary-material" rid="SM1">Supplementary material</xref>.</p>
</sec>
<sec sec-type="author-contributions" id="sec19">
<title>Author contributions</title>
<p>FA: Conceptualization, Formal analysis, Validation, Writing-original draft, Writing review and editing, Resources, Project administration, Funding acquisition. CaB: Conceptualization, Formal analysis, Validation, Writing-original draft, Writing review and editing, Resources, Project administration, Funding acquisition, Methodolgy, Investigation, Visualization. FR-M: Conceptualization, Formal analysis, Validation, Writing-original draft, Writing review and editing, Resources, Project administration, Funding acquisition. DR: Conceptualization, Formal analysis, Validation, Writing-original draft, Writing review and editing, Resources, Project administration, Funding acquisition. AM-S: Conceptualization, Formal analysis, Validation, Writing-original draft, Writing review and editing, Resources, Project administration, Funding acquisition. MT: Conceptualization, Formal analysis, Validation, Writing-original draft, Writing review and editing, Resources, Project administration, Funding acquisition. CoB: Conceptualization, Formal analysis, Validation, Writing-original draft, Writing review and editing, Resources, Project administration, Funding acquisition. CS: Conceptualization, Formal analysis, Validation, Writing-original draft, Writing review and editing, Resources, Project administration, Funding acquisition, Supervision. DP: Conceptualization, Formal analysis, Validation, Writing-original draft, Writing review and editing, Resources, Project administration, Funding acquisition, Methodolgy, Investigation, Visualization, Supervision.</p>
</sec>
<sec sec-type="funding-information" id="sec20">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. DP was supported by FONDECYT grant 11240160 and Fondo Concursable Proyectos de Investigaci&#x00F3;n Regulares UDLA 2023 DI-13/23. CS was supported by FONDECYT grant 1212075. CaB was supported by FONDECYT grant 1241637, ECOS-ANID ECOS200037, and HHMI-Gulbenkian International Research Scholar Grant #55008749. AM-S was supported by FONDECYT grant 1231082. MT was supported by the FDA of the U.S. Department of Health and Human Services (HHS) as part of financial assistance award U01FDU001418. FA was supported by CONICYT/ANID fellowship 21191925.</p>
</sec>
<sec sec-type="COI-statement" id="sec21">
<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="sec22">
<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="supplementary-material" id="sec23">
<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.2024.1496223/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2024.1496223/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Image_1.TIF" id="SM1" mimetype="image/tiff" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>SUPPLEMENTARY FIGURE S1</label>
<caption>
<p>Phylogenetic analysis and E/I module composition of T6SS gene clusters in Chilean <italic>Salmonella</italic> isolates. Concatenated TssC aminoacid sequences encoded in the genome of 605 Chilean <italic>Salmonella</italic> isolates were aligned with ClustalW using MEGA version 7.0. Next, a maximum-likelihood phylogenetic tree was built from the alignment using a bootstrap test of phylogeny (1,000 replications) with a Jones-Taylor-Thornton correction model.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_2.TIF" id="SM2" mimetype="image/tiff" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>SUPPLEMENTARY FIGURE S2</label>
<caption>
<p>The genetic structure and repertoire of effector proteins encoded in the SPI-6 T6SS gene cluster vary among isolates of serotype <italic>S.</italic> Braenderup. Comparative genomic analysis of the SPI-6 T6SS gene cluster in isolates of <italic>S.</italic> Braenderup. BLASTn sequence alignment was performed and visualized using EasyFig version 2.2.5 (<xref ref-type="bibr" rid="ref59">Sullivan et al., 2011</xref>). ORFs encoding E/I modules are highlighted in different colors according to the confirmed or predicted functions. SPI-6 T6SS gene clusters from <italic>S.</italic> Typhimurium 14028s and <italic>S.</italic> Tennessee CFSAN070645 were used for comparative purposes.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_3.TIF" id="SM3" mimetype="image/tiff" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>SUPPLEMENTARY FIGURE S3</label>
<caption>
<p>The genetic structure and repertoire of effector proteins encoded in the SPI-6 T6SS gene cluster vary among isolates of serotype <italic>S.</italic> Give. Comparative genomic analysis of the SPI-6 T6SS cluster in isolates of <italic>S.</italic> Give. BLASTn sequence alignment was performed and visualized using EasyFig version 2.2.5 (<xref ref-type="bibr" rid="ref59">Sullivan et al., 2011</xref>). ORFs encoding E/I modules are highlighted in different colors according to the confirmed or predicted functions. SPI-6 T6SS gene clusters from <italic>S.</italic> Typhimurium 14028s and <italic>S.</italic> Typhi CT18 were used for comparative purposes.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_4.TIF" id="SM4" mimetype="image/tiff" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>SUPPLEMENTARY FIGURE S4</label>
<caption>
<p>The genetic structure and repertoire of effector proteins encoded in the SPI-6 T6SS gene cluster vary among isolates of serotype <italic>S.</italic> Newport. Comparative genomic analysis of the SPI-6 T6SS cluster in isolates of <italic>S.</italic> Newport. BLASTn sequence alignment was performed and visualized using EasyFig version 2.2.5 (<xref ref-type="bibr" rid="ref59">Sullivan et al., 2011</xref>). ORFs encoding E/I modules are highlighted in different colors according to the confirmed or predicted functions. SPI-6 T6SS gene cluster from <italic>S.</italic> Newport SL254 was used for comparative purposes.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_5.TIF" id="SM5" mimetype="image/tiff" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>SUPPLEMENTARY FIGURE S5</label>
<caption>
<p>The genetic structure and repertoire of effector proteins encoded in the SPI-6 T6SS gene cluster vary among isolates of serotype <italic>S.</italic> Edinburgh. Comparative genomic analysis of the SPI-6 T6SS cluster in isolates of <italic>S.</italic> Edinburgh. BLASTn sequence alignment was performed and visualized using EasyFig version 2.2.5 (<xref ref-type="bibr" rid="ref59">Sullivan et al., 2011</xref>). ORFs encoding E/I modules are highlighted in different colors according to the confirmed or predicted functions. SPI-6 T6SS gene clusters from <italic>S.</italic> Typhimurium 14028s and <italic>S.</italic> Typhi CT18 were used for comparative purposes.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_6.TIF" id="SM6" mimetype="image/tiff" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>SUPPLEMENTARY FIGURE S6</label>
<caption>
<p>The SPI-6 T6SS gene cluster from <italic>S.</italic> Agona CFSAN100497 and <italic>S.</italic> Typhimurium 14028s share high sequence identity. Comparative genomic analysis of the SPI-6 T6SS gene cluster of S. Agona CFSAN100497 and <italic>S.</italic> Typhimurium 14028s. BLASTn sequence alignment was performed and visualized using EasyFig version 2.2.5 (<xref ref-type="bibr" rid="ref59">Sullivan et al., 2011</xref>). ORFs encoding E/I modules are highlighted in different colors according to the confirmed or predicted functions.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.XLSX" id="SM7" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>SUPPLEMENTARY Table S1</label>
<caption>
<p>Dataset of <italic>Salmonella</italic> genomes retrieved from Bioproject 560080 (<ext-link xlink:href="https://www.ncbi.nlm.nih.gov/bioproject/560080" ext-link-type="uri">https://www.ncbi.nlm.nih.gov/bioproject/560080</ext-link>).</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_2.XLSX" id="SM8" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>SUPPLEMENTARY Table S2</label>
<caption>
<p>Frequency of <italic>Salmonella</italic> isolates of a particular serotype harboring each effector and candidate effector encoded in SPI-6.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_3.XLSX" id="SM9" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>SUPPLEMENTARY Table S3</label>
<caption>
<p>Distribution of SPI-6 T6SS effectors and candidate effectors in <italic>Salmonella</italic> genomes. The DNA sequence encoding each T6SS effector identified in this study was subjected to tBLASTx analyses to find orthologs in all <italic>Salmonella</italic> genome sequences deposited in the NCBI database (March 2024).</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_4.XLSX" id="SM10" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>SUPPLEMENTARY Table S4</label>
<caption>
<p>Distribution of SPI-21 T6SS effectors and candidate effectors in <italic>Salmonella</italic> genomes. The DNA sequence encoding each T6SS effector identified in this study was subjected to tBLASTx analyses to find orthologs in all <italic>Salmonella</italic> genome sequences deposited in the NCBI database (March 2024).</p>
</caption>
</supplementary-material>
</sec>
<fn-group>
<fn id="fn0001"><p><sup>1</sup><ext-link xlink:href="https://www.ncbi.nlm.nih.gov/bioproject/560080" ext-link-type="uri">https://www.ncbi.nlm.nih.gov/bioproject/560080</ext-link></p></fn>
<fn id="fn0002"><p><sup>2</sup><ext-link xlink:href="https://bioinfo-mml.sjtu.edu.cn/SecReT6/t6ss_prediction.php" ext-link-type="uri">https://bioinfo-mml.sjtu.edu.cn/SecReT6/t6ss_prediction.php</ext-link></p></fn>
<fn id="fn0003"><p><sup>3</sup><ext-link xlink:href="https://bastion6.erc.monash.edu" ext-link-type="uri">https://bastion6.erc.monash.edu</ext-link></p></fn>
<fn id="fn0004"><p><sup>4</sup><ext-link xlink:href="https://biocomputo.ibt.unam.mx/operon_mapper" ext-link-type="uri">https://biocomputo.ibt.unam.mx/operon_mapper</ext-link></p></fn>
<fn id="fn0005"><p><sup>5</sup><ext-link xlink:href="https://www.genome.jp" ext-link-type="uri">https://www.genome.jp</ext-link></p></fn>
<fn id="fn0006"><p><sup>6</sup><ext-link xlink:href="https://toolkit.tuebingen.mpg.de/tools/hhpred" ext-link-type="uri">https://toolkit.tuebingen.mpg.de/tools/hhpred</ext-link></p></fn>
<fn id="fn0007"><p><sup>7</sup><ext-link xlink:href="https://software.broadinstitute.org/morpheus" ext-link-type="uri">https://software.broadinstitute.org/morpheus</ext-link></p></fn>
<fn id="fn0008"><p><sup>8</sup><ext-link xlink:href="https://tcoffee.crg.eu/apps/tcoffee/do:expresso" ext-link-type="uri">https://tcoffee.crg.eu/apps/tcoffee/do:expresso</ext-link></p></fn>
<fn id="fn0009"><p><sup>9</sup><ext-link xlink:href="https://mafft.cbrc.jp/alignment/server/index.html" ext-link-type="uri">https://mafft.cbrc.jp/alignment/server/index.html</ext-link></p></fn>
<fn id="fn0010"><p><sup>10</sup><ext-link xlink:href="https://espript.ibcp.fr/ESPript/ESPript/" ext-link-type="uri">https://espript.ibcp.fr/ESPript/ESPript/</ext-link></p></fn>
<fn id="fn0011"><p><sup>11</sup><ext-link xlink:href="https://darlinglab.org/mauve/mauve.html" ext-link-type="uri">https://darlinglab.org/mauve/mauve.html</ext-link></p></fn>
<fn id="fn0012"><p><sup>12</sup><ext-link xlink:href="https://mjsull.github.io/Easyfig/files.html" ext-link-type="uri">https://mjsull.github.io/Easyfig/files.html</ext-link></p></fn>
<fn id="fn0013"><p><sup>13</sup><ext-link xlink:href="https://sanger-pathogens.github.io/Artemis/Artemis/" ext-link-type="uri">https://sanger-pathogens.github.io/Artemis/Artemis/</ext-link></p></fn>
</fn-group>
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