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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2023.1135252</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>The parasites of my rival are my friends</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Orlansky</surname> <given-names>Sigal</given-names></name>
<uri xlink:href="https://loop.frontiersin.org/people/2206164/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Ben-Ami</surname> <given-names>Frida</given-names></name><xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1700330/overview"/>
</contrib>
</contrib-group>
<aff><institution>School of Zoology, George S. Wise Faculty of Life Sciences, Tel Aviv University</institution>, <addr-line>Tel Aviv</addr-line>, <country>Israel</country></aff>
<author-notes>
<fn id="fn0001" fn-type="edited-by">
<p>Edited by: Qiang Huang, Jiangxi Agricultural University, China</p>
</fn>
<fn id="fn0002" fn-type="edited-by">
<p>Reviewed by: Mario Garrido, University of Granada, Spain; Hanna Susi, University of Helsinki, Finland</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Frida Ben-Ami, <email>frida@tauex.tau.ac.il</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>31</day>
<month>05</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1135252</elocation-id>
<history>
<date date-type="received">
<day>31</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>04</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Orlansky and Ben-Ami.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Orlansky and Ben-Ami</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>The competitive exclusion principle asserts that two species cannot stably coexist in the same habitat. However, the presence of a parasite can facilitate temporary coexistence between two host species occupying the same habitat. Studies of parasite-mediated interspecific competition typically use two host species that are both susceptible to a single parasite species, as it is rare to find a resistant host species that requires a parasite to enable coexistence with a competitively superior susceptible host. We therefore investigated how two host species characterized by different susceptibility profiles affect each other when they coexist in the same habitat, by conducting two long-term mesocosm experiments in the laboratory. We followed populations of <italic>Daphnia similis</italic> coexisting with <italic>Daphnia magna</italic>, in either the presence or absence of the microsporidium <italic>Hamiltosporidium tvaerminnensis</italic> and then the bacterium <italic>Pasteuria ramosa</italic>. We found that in the absence of parasites, <italic>D. magna</italic> competitively excluded <italic>D. similis</italic> within a short period of time. However, in the presence of either parasites, the competitive ability of <italic>D. magna</italic> decreased dramatically. Our results emphasize the importance of parasites in shaping community structure and composition, by allowing coexistence of a resistant host species that would otherwise become extinct.</p>
</abstract>
<kwd-group>
<kwd>
<italic>Daphnia magna</italic>
</kwd>
<kwd>
<italic>Daphnia similis</italic>
</kwd>
<kwd>
<italic>Hamiltosporidium tvaerminnensis</italic>
</kwd>
<kwd>host resistance</kwd>
<kwd>
<italic>Pasteuria ramosa</italic>
</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="54"/>
<page-count count="7"/>
<word-count count="5472"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Evolutionary and Genomic Microbiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<title>Introduction</title>
<p>Parasites are ubiquitous components of ecosystems. They play a key role in determining host species coexistence or exclusion (<xref ref-type="bibr" rid="ref29">Holt and Pickering, 1985</xref>; <xref ref-type="bibr" rid="ref2">Anderson and May, 1986</xref>) and thus affect population dynamics, community structure and biodiversity (<xref ref-type="bibr" rid="ref25">Hatcher et al., 2006</xref>, <xref ref-type="bibr" rid="ref26">2012</xref>). Natural host communities are heterogeneous, consisting of individuals that differ in terms of susceptibility, recovery rates, ability to transmit parasites, and the intra community of parasites that they harbor (<xref ref-type="bibr" rid="ref27">Hawlena and Ben-Ami, 2015</xref>). The dynamics of such communities of hosts and parasites depend on diverse factors, including host&#x2013;parasite interactions, interactions with other hosts and non-hosts, and environmental factors (<xref ref-type="bibr" rid="ref34">Johnson et al., 2015</xref>; <xref ref-type="bibr" rid="ref37">Louthan et al., 2015</xref>). Resources and natural enemies may restrict the existence and distribution of species. The species which has an advantage at the lowest resource level or highest natural enemy pressure will drive all other species extinct (<xref ref-type="bibr" rid="ref50">Tilman, 1982</xref>; <xref ref-type="bibr" rid="ref28">Holt et al., 1994</xref>). Two species can coexist provided they differ in the way they affect and are affected by resources and natural enemies. In other word, host coexistence (along with the parasite) requires an appropriate balance among the advantages of each member of the community (<xref ref-type="bibr" rid="ref10">Bowers et al., 1994</xref>).</p>
<p>In a diversified community, interactions of certain host species with other host species can influence infection prevalence in the host populations (<xref ref-type="bibr" rid="ref47">Rudolf and Antonovics, 2005</xref>; <xref ref-type="bibr" rid="ref35">Keesing et al., 2006</xref>) and consequently affect the parasite populations (<xref ref-type="bibr" rid="ref41">Ostfeld and Keesing, 2000</xref>). Parasites can be instrumental in mediating interspecific competition between host species (<xref ref-type="bibr" rid="ref44">Price et al., 1988</xref>; <xref ref-type="bibr" rid="ref30">Hudson and Greenman, 1998</xref>; <xref ref-type="bibr" rid="ref25">Hatcher et al., 2006</xref>). Their influence may be direct, e.g., by reducing the density or competitive strength of an otherwise competitively superior host in interactions between two host species or between host and non-host species (<xref ref-type="bibr" rid="ref43">Park, 1948</xref>; <xref ref-type="bibr" rid="ref48">Schall, 1992</xref>; <xref ref-type="bibr" rid="ref39">Norman et al., 1999</xref>). The influence of parasites need not be confined to one host species, e.g., <italic>Microphallus</italic> infections altered the behavior of three coexisting species of crayfish, causing all of them to become more vulnerable to predation, albeit the magnitude of the effect of parasitism varied among host species (<xref ref-type="bibr" rid="ref46">Reisinger et al., 2015</xref>). The influence of parasites may also be indirect (<xref ref-type="bibr" rid="ref1">Abrams, 1992</xref>), e.g., infections of the dominant herbivorous snail <italic>Littorina littorea</italic> by the digenean trematode <italic>Cryptocotyle lingua</italic> along the northern Atlantic coast of North America reduced its grazing rate and thus indirectly affected the composition of the macroalgal community (<xref ref-type="bibr" rid="ref54">Wood et al., 2007</xref>). Additionally, parasites can induce enhanced growth of their hosts, i.e., gigantism (<xref ref-type="bibr" rid="ref15">Ebert et al., 2004</xref>). Larger hosts usually feed faster than smaller ones, and this can influence resource availability, which in turn may influence host resistance and immunity. Furthermore, parasites can induce physiological and behavioral modification to their hosts (host manipulation), and thus influence the overall structure and diversity of communities (<xref ref-type="bibr" rid="ref54">Wood et al., 2007</xref>).</p>
<p>Although examples of host manipulation by parasites have been widely documented, there are few examples of the effects of a susceptible host population on the composition and structure of a population of resistant host species (hereafter resistant refers to resistance to infection). Resistant species often carry the burden of two types of infection costs: the cost of maintaining defensive mechanisms that incur regardless of whether the individual had been attacked, and the cost of activating a defense mechanism after being attack by a natural enemy (<xref ref-type="bibr" rid="ref49">Schmid-Hempel, 2011</xref>). In both scenarios, resource allocation to host defense may come at the expense of investment in other life history traits, such as reproduction ability or growth, even in the absence of parasitism (<xref ref-type="bibr" rid="ref23">Gwynn et al., 2005</xref>). Intensive reproduction could be effective for the maintenance of the population in a competitive environment.</p>
<p>Here we examined the dynamics of water flea populations consisting of a highly resistant species (<italic>Daphnia similis</italic>), in the absence and presence of infected hosts from a susceptible species (<italic>Daphnia magna</italic>). To this end, we used the bacterium <italic>Pasteuria ramosa</italic> and the microsporidium <italic>Hamiltosporidium tvaerminnensis</italic>. The initial driver of the present study was a previous survey of 22 waterbodies in Israel that did not detect any endo- or ecto-parasites in <italic>D. similis</italic>, even though other sympatric crustaceans were found to be infected in those habitats (<xref ref-type="bibr" rid="ref21">Goren and Ben-Ami, 2013</xref>). In the same survey, as well as in other surveys, <italic>D. magna</italic> was found infected by a variety of parasites (<xref ref-type="bibr" rid="ref22">Green, 1974</xref>; <xref ref-type="bibr" rid="ref14">Ebert, 2005</xref>; <xref ref-type="bibr" rid="ref21">Goren and Ben-Ami, 2013</xref>). Previously we found that the two <italic>Daphnia</italic> species differ in the range and variation of their susceptibilities, and that the parasite produced on average two-fold more spores when growing in <italic>D. magna</italic> clones than in <italic>D. similis</italic> clones (<xref ref-type="bibr" rid="ref40">Orlansky and Ben-Ami, 2019</xref>). We therefore compared their competitive ability, as this is an integrative trait that includes many other fitness components and has been shown to be a good indicator of <italic>Daphnia</italic> fitness in rock pools (<xref ref-type="bibr" rid="ref16">Ebert et al., 2002</xref>). We carried out two competition experiments, each with a different parasite species (<italic>P. ramosa</italic> and <italic>H. tvaerminnensis</italic>). These two parasites have different host exploitation and transmission strategies. While <italic>P. ramosa</italic> castrates its host and transmits horizontally upon host death (<xref ref-type="bibr" rid="ref15">Ebert et al., 2004</xref>), <italic>H. tvaerminnensis</italic> can transmit both horizontally (upon host death) and vertically (from mother to parthenogenetic and sexual offspring) (<xref ref-type="bibr" rid="ref53">Vizoso et al., 2005</xref>). Furthermore, in the laboratory, <italic>D. similis</italic> is resistant to <italic>P. ramosa</italic>, but it can become infected by <italic>H. tvaerminnensis</italic> at a low rate (S. Orlansky and F. Ben-Ami, unpublished data). The use of these two parasite species can thus provide a broader picture of population dynamics during interspecific competition.</p>
</sec>
<sec id="sec2" sec-type="materials|methods">
<title>Materials and methods</title>
<p>To test whether parasites can affect the competitive outcome between populations of resistant vs. susceptible host species, we conducted two experiments using three clones of the resistant host <italic>D. similis</italic> (IL-DSB-6, IL-DSN-3, IL-Sim-A20) and three clones of the susceptible host <italic>D. magna</italic> (BM1, HO2, TY-10). All <italic>D. similis</italic> clones and two of the three <italic>D. magna</italic> clones originated from different geographic and climatic regions in Israel and are known to differ in their infection profile (i.e., genetic basis; <xref ref-type="bibr" rid="ref40">Orlansky and Ben-Ami, 2019</xref>). HO2 is a widely used laboratory <italic>D. magna</italic> clone that originated from Hungary and is susceptible to infection (<xref ref-type="bibr" rid="ref6">Ben-Ami et al., 2008</xref>; <xref ref-type="bibr" rid="ref7">Ben-Ami and Routtu, 2013</xref>; <xref ref-type="bibr" rid="ref33">Izhar et al., 2015</xref>; <xref ref-type="bibr" rid="ref4">Ben-Ami, 2017</xref>). In experiment 1, competitions were started by pooling groups of thirty uninfected <italic>D. similis</italic> individuals of two age groups (mature: 12-days-old, and young: 5-days-old, to minimize host age effects; <xref ref-type="bibr" rid="ref5">Ben-Ami, 2019</xref>) in 24 2&#x2009;l jars of artificial medium (<xref ref-type="bibr" rid="ref36">Kl&#x00FC;ttgen et al., 1994</xref>; <xref ref-type="bibr" rid="ref20">Ebert et al., 1998</xref>). These 24 jars (populations) were maintained for three weeks to allow them to acclimatize. Six populations included <italic>D. similis</italic> only and thus served as controls. To the remaining 18 populations, we introduced one of three treatments: 12 uninfected <italic>D. magna</italic> individuals, 12 <italic>D. magna</italic> individuals exposed to parasite spores of three <italic>H. tvaerminnensis</italic> isolates (G-3, NZ-2, and FI-OER-3-3), and a mix of six similarly exposed + six uninfected <italic>D. magna</italic> individuals. <italic>H. tvaerminnensis</italic> isolates G-3 and NZ-2 originated from Israel, whereas isolate FI-OER-3-3 originated from Finland (<xref ref-type="bibr" rid="ref40">Orlansky and Ben-Ami, 2019</xref>). All introduced <italic>D. magna</italic> individuals were 3-weeks-old, and infected <italic>D. magna</italic> were exposed on day five. A separate competition assay (experiment 2) using the abovementioned protocol was conducted with <italic>P. ramosa</italic> clones C1, C19 and C24 (<xref ref-type="bibr" rid="ref38">Luijckx et al., 2011</xref>). These clones were derived from different <italic>P. ramosa</italic> isolates, and have since been propagated in the laboratory (<xref ref-type="bibr" rid="ref31">Izhar and Ben-Ami, 2015</xref>; <xref ref-type="bibr" rid="ref32">Izhar et al., 2020</xref>). Isolates are defined here as parasite samples from infected hosts that may contain multiple genotypes, whereas clones are a single genotype (<xref ref-type="bibr" rid="ref38">Luijckx et al., 2011</xref>). In both experiments, we used equal proportions of <italic>Daphnia</italic> clones and parasite isolates/clones.</p>
<p>All populations in both experiments were fed with <italic>Scenedesmus</italic> sp. algae cells. To accommodate their growing food demands, from establishment of the populations until the first sample, we increased food levels from 30&#x2009;&#x00D7;&#x2009;10<sup>7</sup> algae cells on the first week, to 45&#x2009;&#x00D7;&#x2009;10<sup>7</sup> algae cells on the second week, and to 55&#x2009;&#x00D7;&#x2009;10<sup>7</sup> algae cells on the third week. Sampling began after 4&#x2009;weeks, on day 28 of the experiment, and subsequently on a weekly basis, we sampled 6.25% of the animals from each jar using a Folsom Plankton Splitter. After 15&#x2009;weeks of weekly sampling, we switched to biweekly sampling (sampling weeks 16/18/20/22), as the changes in the populations were small. Sampled animals of each <italic>Daphnia</italic> species from each container were placed in separate jars (to prevent interspecific competition), and adult individuals were separated from young ones to ensure that offspring born after sampling were not included in the sample. We reared the animals for 11&#x2009;days post-sampling to allow the parasite to develop in case encounter between the parasite and the host had occurred shortly before sampling (<xref ref-type="bibr" rid="ref18">Ebert et al., 1996</xref>; <xref ref-type="bibr" rid="ref24">Hall et al., 2009</xref>). Eleven days post-sampling, all animals were counted and scored for infection under a phase contrast microscope (&#x00D7;200&#x2013;400).</p>
<sec id="sec3">
<title>Statistical analysis</title>
<p>All statistical analysis was done using R version 3.6.3. In both experiments, population densities were treated as longitudinal (repeated measures) data and analyzed using linear mixed models (proc glmer, family Poisson; <xref ref-type="bibr" rid="ref3">Bates et al., 2015</xref>), with week as a fixed factor, treatment as a categorical variable (<italic>D. similis</italic> kept alone, <italic>D. similis</italic> with 50% or 100% infected <italic>D. magna</italic>, and <italic>D. similis</italic> with uninfected <italic>D. magna</italic>), and jar (population) as a random factor.</p>
</sec>
</sec>
<sec id="sec4" sec-type="results">
<title>Results</title>
<sec id="sec5">
<title>Experiment 1&#x2014;<italic>Hamiltosporidium tvaerminnensis</italic></title>
<sec id="sec6">
<title>Population dynamics of <italic>Daphnia similis</italic> in the presence of uninfected <italic>Daphnia magna</italic></title>
<p>In the presence of uninfected <italic>D. magna</italic>, populations of <italic>D. similis</italic> went extinct within 6&#x2009;weeks (<xref rid="fig1" ref-type="fig">Figure 1B</xref>, green line). Such extinction did not occur when <italic>D. similis</italic> populations were kept alone, without parasites and without the competitor (with vs. without uninfected <italic>D. magna</italic>: <italic>z</italic>&#x2009;=&#x2009;9.211, <italic>p</italic>&#x2009;&#x003C;&#x2009;2e-16; <xref rid="fig1" ref-type="fig">Figure 1A</xref>, green line). The strong interaction with the sampling week (<italic>z</italic>&#x2009;=&#x2009;&#x2212;27.113, <italic>p</italic>&#x2009;&#x003C;&#x2009;2e-16) is due to the first two weeks, during which there were no significant differences between the two treatments. Thereafter, <italic>D. similis</italic> populations kept alone thrived, while their counterparts under interspecific competition (without parasites) went extinct.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Population dynamics including 95% confidence intervals <bold>(A)</bold> of <italic>Daphnia similis</italic> without interspecific competition, and of both <italic>Daphnia</italic> species <bold>(B)</bold> after introducing uninfected <italic>Daphnia magna</italic>, <bold>(C)</bold> after introducing in equal proportions uninfected and infected <italic>D. magna</italic> (with the microsporidium <italic>Hamiltosporidium tvaerminnensis</italic>), and <bold>(D)</bold> after introducing only infected <italic>D. magna</italic>. Infection rates of <italic>D. magna</italic> by <italic>H. tvaerminnensis</italic> are shown in panels <bold>(C)</bold> and <bold>(D)</bold>. <italic>Daphnia similis</italic> populations remained uninfected throughout the experiment. This experiment was terminated after 14 weekly samplings, when the density of all treated populations (except for the control population &#x2013; <italic>D. similis</italic> kept alone) had stabilized for several weeks.</p>
</caption>
<graphic xlink:href="fmicb-14-1135252-g001.tif"/>
</fig>
</sec>
<sec id="sec7">
<title>Population dynamics of <italic>Daphnia similis</italic> in the presence of <italic>Daphnia magna</italic> infected by <italic>Hamiltosporidium tvaerminnensis</italic></title>
<p>The population density of <italic>D. similis</italic> was unaffected by the initial infection rates of <italic>D. magna</italic> (50 vs. 100%: <italic>z</italic>&#x2009;=&#x2009;&#x2212;1.085, <italic>p</italic>&#x2009;=&#x2009;0.278; interaction with the sampling week: <italic>z</italic>&#x2009;=&#x2009;1.896, <italic>p</italic>&#x2009;=&#x2009;0.058; <xref rid="fig1" ref-type="fig">Figures 1C</xref>,<xref rid="fig1" ref-type="fig">D</xref>, green line). The above nearly significant interaction, when comparing the 50 vs. 100% treatments, is marginal in comparison to the differences in density across weeks (<italic>z</italic>&#x2009;=&#x2009;&#x2212;16.916, <italic>p</italic>&#x2009;&#x003C;&#x2009;2e-16). Furthermore, infection rates of <italic>D. magna</italic> by <italic>H. tvaerminnensis</italic> converged within a few weeks to close to 100% in both 50 and 100% treatments (<xref rid="fig1" ref-type="fig">Figures 1C</xref>,<xref rid="fig1" ref-type="fig">D</xref>, red line). Therefore, these two treatments were pooled together. The presence of infected <italic>D. magna</italic> prevented the extinction of <italic>D. similis</italic> (pooled infection treatments vs. <italic>D. similis</italic> kept alone: <italic>z</italic>&#x2009;=&#x2009;1.565, <italic>p</italic>&#x2009;=&#x2009;0.118), albeit at the end of the experiment, the density of <italic>D. similis</italic> populations with infected <italic>D. magna</italic> was six fold lower than the density of <italic>D. similis</italic> populations kept alone (<xref rid="fig1" ref-type="fig">Figures 1A</xref>,<xref rid="fig1" ref-type="fig">C</xref> vs. <xref rid="fig1" ref-type="fig">1D</xref>, green line). There were also differences between the density of <italic>D. similis</italic> populations with uninfected vs. pooled infected <italic>D. magna</italic> (<italic>z</italic>&#x2009;=&#x2009;&#x2212;8.849, <italic>p</italic>&#x2009;&#x003C;&#x2009;1e-04), as the former populations went extinct within six weeks (<xref rid="fig1" ref-type="fig">Figures 1B</xref> vs. <xref rid="fig1" ref-type="fig">1C,D</xref>, green line). Moreover, the presence of <italic>H. tvaerminnensis</italic> greatly influenced the density of <italic>D. magna</italic>, the treatment populations (<xref rid="fig1" ref-type="fig">Figures 1B</xref> vs. <xref rid="fig1" ref-type="fig">1C,D</xref>, purple line).</p>
</sec>
</sec>
<sec id="sec8">
<title>Experiment 2&#x2014;<italic>Pasteuria ramosa</italic></title>
<sec id="sec9">
<title>Population dynamics of <italic>Daphnia similis</italic> in the presence of uninfected <italic>Daphnia magna</italic></title>
<p>As observed in the first experiment, in the presence of uninfected <italic>D. magna</italic>, populations of <italic>D. similis</italic> became extinct within 9&#x2013;11&#x2009;weeks (<xref rid="fig2" ref-type="fig">Figure 2B</xref>, green line). Such extinction did not occur when <italic>D. similis</italic> populations were kept alone, without parasites and interspecific competition (<xref rid="fig2" ref-type="fig">Figures 2A</xref>, green line). Although there was no significant difference between populations with <italic>D. similis</italic> kept alone vs. populations subjected to interspecific competition without parasites (<italic>z</italic>&#x2009;=&#x2009;1.126, <italic>p</italic>&#x2009;=&#x2009;0.26), the strong interaction between these two treatments with the sampling week (<italic>z</italic>&#x2009;=&#x2009;&#x2212;26.124, <italic>p</italic>&#x2009;&#x003C;&#x2009;2e-16) indicates that the population dynamics in the presence of interspecific competition without parasites were substantially different from those when <italic>D. similis</italic> populations were kept alone.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Population dynamics including 95% confidence intervals <bold>(A)</bold> of <italic>Daphnia similis</italic> without interspecific competition, and of both <italic>Daphnia</italic> species <bold>(B)</bold> after introducing uninfected <italic>Daphnia magna</italic>, <bold>(C)</bold> after introducing in equal proportions uninfected and infected <italic>D. magna</italic> (with the bacterium <italic>Pasteuria ramosa</italic>), and <bold>(D)</bold> after introducing only infected <italic>D. magna</italic>. Infection rates of <italic>D. magna</italic> by <italic>P. ramosa</italic> are shown in panels <bold>(C)</bold> and <bold>(D)</bold>. <italic>Daphnia similis</italic> populations remained uninfected throughout the experiment. This experiment was terminated 22&#x2009;weeks after it had started, when the density of all treated populations (except for the control population &#x2013; <italic>D. similis</italic> kept alone) had stabilized for several weeks.</p>
</caption>
<graphic xlink:href="fmicb-14-1135252-g002.tif"/>
</fig>
</sec>
<sec id="sec10">
<title>Population dynamics of <italic>Daphnia similis</italic> in the presence of <italic>Daphnia magna</italic> infected by <italic>Pasteuria ramosa</italic></title>
<p>In contrast to the first experiment, the population density of <italic>D. similis</italic> was affected by the initial infection rates of <italic>D. magna</italic> (50 vs. 100%: <italic>z</italic>&#x2009;=&#x2009;&#x2212;2.967, <italic>p</italic>&#x2009;=&#x2009;0.003; interaction with the sampling week: <italic>z</italic>&#x2009;=&#x2009;6.020, <italic>p</italic>&#x2009;=&#x2009;1.8e-09; <xref rid="fig2" ref-type="fig">Figures 2C</xref>,<xref rid="fig2" ref-type="fig">D</xref>, green line). More precisely, in comparison with <italic>D. similis</italic> populations with 100% infected <italic>D. magna</italic>, which did not differ statistically from <italic>D. similis</italic> populations kept alone (100% vs. <italic>D. similis</italic> kept alone: <italic>z</italic>&#x2009;=&#x2009;&#x2212;0.034, <italic>p</italic>&#x2009;=&#x2009;0.973), populations with 50% infected <italic>D. magna</italic> had even lower densities of <italic>D. similis</italic> until week 18 (50% vs. <italic>D. similis</italic> kept alone: <italic>z</italic>&#x2009;=&#x2009;&#x2212;4.347, <italic>p</italic>&#x2009;=&#x2009;1.4e-05). Therefore, these two treatments were not pooled together. Despite the differences between the infected <italic>D. magna</italic> treatments, infection rates of <italic>D. magna</italic> by <italic>P. ramosa</italic> converged within a few weeks to close to 100% in both treatments (<xref rid="fig2" ref-type="fig">Figures 2C</xref>,<xref rid="fig2" ref-type="fig">D</xref>, red line). Nevertheless, both treatments with infected <italic>D. magna</italic> did not result in the extinction of <italic>D. similis</italic> populations (<xref rid="fig2" ref-type="fig">Figures 2C</xref>,<xref rid="fig2" ref-type="fig">D</xref>, green line). Furthermore, the strong interactions with the sampling week in both treatments (50%: <italic>z</italic>&#x2009;=&#x2009;&#x2212;6.907, <italic>p</italic>&#x2009;=&#x2009;5.0e-12; 100%: <italic>z</italic>&#x2009;=&#x2009;&#x2212;16.993, <italic>p</italic>&#x2009;&#x003C;&#x2009;2e-16) indicate that the population dynamics in the presence of both <italic>P. ramosa</italic> and interspecific competition were substantially different from those of <italic>D. similis</italic> populations kept alone (<xref rid="fig2" ref-type="fig">Figures 2A</xref> vs. <xref rid="fig1" ref-type="fig">2C,D</xref>, green line). Similar to experiment 1, the presence of <italic>P ramosa</italic> greatly influenced the density of <italic>D. magna</italic>, the treatment populations (<xref rid="fig2" ref-type="fig">Figures 2B</xref> vs. <xref rid="fig2" ref-type="fig">2C,D</xref>, purple line).</p>
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</sec>
</sec>
<sec id="sec11" sec-type="discussions">
<title>Discussion</title>
<p>We found that infections by both <italic>H. tvaerminnensis</italic> and <italic>P. ramosa</italic> can mediate interspecific competition between <italic>D. similis</italic> and <italic>D. magna</italic>. When parasites were absent, <italic>D. magna</italic> competitively excluded <italic>D. similis</italic> within 6&#x2013;11&#x2009;weeks. However, the presence of parasites allowed coexistence of both host species. Our results highlight the importance of parasites in shaping host community composition and population dynamics.</p>
<p>The infection rate of the introduced host competitor and the parasite species used to infect the introduced host both influenced the population dynamics of <italic>D. similis</italic>. Whereas the infection rate of introduced <italic>D. magna</italic> infected with <italic>H. tvaerminnensis</italic> did not affect the outcome of interspecific competition, the introduction of 100% <italic>D. magna</italic> infected with <italic>P. ramosa</italic> caused a 2&#x2013;4 fold increase in the density of <italic>D. similis</italic> during the first half of the experiment, in comparison with introducing 50% infected <italic>D. magna</italic> and 50% uninfected <italic>D. magna</italic>. Thereafter, in the second half of the experiment, the two infection treatments converged to the same level of <italic>D. similis</italic> density, which was fourfold lower than that of <italic>D. similis</italic> populations without <italic>D. magna</italic>. <italic>P. ramosa</italic> is a castrating parasite, hence, the population of infected <italic>D. magna</italic> that was introduced is expected to decrease. Since the population of 100% <italic>D. magna</italic> infected with <italic>P. ramosa</italic> has considerably fewer offspring than the population with 50% infected <italic>D. magna,</italic> resource availability to <italic>D. similis</italic> is expected to increase and can cause its populations to grow in size. However, <italic>P. ramosa</italic> enhances reproduction before castration (fecundity compensation), thereby producing few uninfected offspring (<xref ref-type="bibr" rid="ref51">Vale and Little, 2012</xref>). Additionally, the parasite causes enhanced growth of its host (gigantism) (<xref ref-type="bibr" rid="ref15">Ebert et al., 2004</xref>), which usually results in individuals that feed faster than smaller ones. Since the effects of fecundity compensation occur 30&#x2013;50&#x2009;days before the effects of gigantism, this may explain why the two infection treatments eventually converged to the same level of <italic>D. similis</italic> density.</p>
<p>An alternative explanation for the differential effects of the infection rate of the introduced host competitor might be related to differences in the susceptibility of <italic>D. similis</italic> to the two parasite species. In comparison with <italic>P. ramosa</italic>, which only infects <italic>D. magna</italic>, <italic>H. tvaerminnensis</italic> can also infect <italic>D. similis</italic>, albeit at a low rate (<xref ref-type="bibr" rid="ref40">Orlansky and Ben-Ami, 2019</xref>). This microsporidium reduces the fecundity of infected <italic>D. magna</italic> by about 20% (<xref ref-type="bibr" rid="ref9">Bieger and Ebert, 2009</xref>) as well as enhances reproduction in exposed but uninfected <italic>D. similis</italic> individuals (S. Orlansky and F. Ben-Ami, unpublished data). Although our study did not include a treatment consisting of <italic>D. similis</italic> populations exposed to <italic>H. tvaerminnensis</italic>, it is unlikely that this microsporidium would drive such populations to extinction without the presence of <italic>D. magna</italic>, given its low infectivity and virulence (<xref ref-type="bibr" rid="ref40">Orlansky and Ben-Ami, 2019</xref>). Additionally, <italic>P ramosa</italic> castrates its host and transmits only upon host death (i.e., semelparous reproductive schedule; <xref ref-type="bibr" rid="ref19">Ebert and Weisser, 1997</xref>), whereas <italic>H. tvaerminnensis</italic> can also transmit vertically from mother to offspring. In other words, it is in the interest of <italic>H. tvaerminnensis</italic> to keep its host population reproducing. Therefore, possibly due to these effects on the fecundity of both hosts, the introduction of 50% vs. 100% infected <italic>D. magna</italic> did not change the population dynamics of <italic>D. similis</italic>, but still allowed coexistence of both host species.</p>
<p>Interspecific competition among <italic>Daphnia</italic> species (including rotifers as competitors) has been widely studied (<xref ref-type="bibr" rid="ref8">Bengtsson, 1986</xref>; <xref ref-type="bibr" rid="ref42">&#x00D6;stman, 2011</xref>; <xref ref-type="bibr" rid="ref12">Del Arco et al., 2015</xref>; <xref ref-type="bibr" rid="ref52">Viaene et al., 2015</xref>). Predation, temperature, food conditions and chemical stress have been mostly suggested as drivers of competitive success, albeit competitive exclusion is not always the outcome. <xref ref-type="bibr" rid="ref11">Decaestecker et al. (2015)</xref> investigated the effects of parasitism and nutrient levels on interspecific competition between <italic>D. magna</italic> and <italic>D. pulex</italic>. Consistent with our study, they found that <italic>D. magna</italic> was competitively dominant to <italic>D. pulex</italic> in the absence of parasites (at both low and high nutrient levels), but the introduction of parasites reversed the competitive hierarchy between these two species. In their study, Decaestecker and coworkers used a solution of three parasite species (the microsporidia <italic>Ordospora colligata</italic> and <italic>Binucleata daphniae</italic>, and the <italic>Daphnia</italic> iridescent virus 1, the causative agent of White Fat Cell Disease). Transmission of these three parasites is strictly horizontal through spores released from the remains of dead, formerly infected hosts (<xref ref-type="bibr" rid="ref14">Ebert, 2005</xref>), whereas in the present study we used <italic>H. tvaerminnensis</italic>, which also transmits vertically (from mother to offspring) and can thus quickly deplete the reservoir of susceptible individuals. Furthermore, our use of <italic>P. ramosa</italic>, a castrating parasite that strongly reduces host fecundity, provides further support for parasite-mediated interspecific competition.</p>
<p>Competition reduction is an indirect effect of the parasite on the species with which the host interacts (<xref ref-type="bibr" rid="ref13">Dunn et al., 2012</xref>). Theoretical studies demonstrated that the indirect effects of parasites could exert powerful forces on community composition, facilitating coexistence or promoting exclusion (<xref ref-type="bibr" rid="ref29">Holt and Pickering, 1985</xref>; <xref ref-type="bibr" rid="ref28">Holt et al., 1994</xref>). In the presence of a horizontally transmitted parasite such as <italic>P. ramosa</italic>, coexistence with non-host species may be advantageous to a susceptible host, since host&#x2013;parasite contact rates are reduced (<xref ref-type="bibr" rid="ref17">Ebert et al., 2000</xref>; <xref ref-type="bibr" rid="ref45">Pulkkinen, 2007</xref>). However, in the presence of <italic>H. tvaerminnensis</italic>, which transmits both horizontally and vertically, it seems that the reduction of host&#x2013;parasite contact rates has no advantage, as offspring are born infected. However, the presence of different host species may have an indirect effect of decreasing the intake of spores in crowded conditions.</p>
<p>Our results demonstrate the importance of parasites in shaping community structure and composition. We show that parasites can mediate competition between <italic>Daphnia</italic> species and thus may facilitate coexistence of a relatively resistant host species with an otherwise competitively superior susceptible host species. Given that <italic>D. magna</italic> is the most abundant daphniid in Israel, and yet <italic>D. similis</italic> has been found in many freshwater bodies (<xref ref-type="bibr" rid="ref21">Goren and Ben-Ami, 2013</xref>), our study shows that parasite-mediated coexistence is possible in this system. A better understanding of systems involving multi-host and non-host species have significant implications for biological invasions and may assist in mitigating the threat from pathogens to endangered species and humans.</p>
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<sec id="sec12" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
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<sec id="sec13">
<title>Author contributions</title>
<p>SO: conceptualization, data curation, methodology, formal analysis, investigation, writing&#x2014;original draft, review, and editing. FB-A: conceptualization, funding acquisition, methodology, resources, writing&#x2014;review and editing, and supervision. All authors contributed to the article and approved the submitted version.</p>
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<sec id="conf1" sec-type="COI-statement">
<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 id="sec100" sec-type="disclaimer">
<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>
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<p>We are grateful to Enav Marcus for assistance with the figures. We further thank two reviewers for their careful reading of our manuscript and their insightful comments and suggestions.</p>
</ack>
<sec id="sec15" sec-type="supplementary-material">
<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.2023.1135252/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2023.1135252/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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