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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">2235-2988</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2023.1130965</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cellular and Infection Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Variation in CD8 T cell IFN&#x3b3; differentiation to strains of <italic>Toxoplasma gondii</italic> is characterized by small effect QTLs with contribution from ROP16</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Kongsomboonvech</surname>
<given-names>Angel K.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2150667"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Garc&#xed;a-L&#xf3;pez</surname>
<given-names>Laura</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2032188"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Njume</surname>
<given-names>Ferdinand</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2187369"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rodriguez</surname>
<given-names>Felipe</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2160154"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Souza</surname>
<given-names>Scott P.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rosenberg</surname>
<given-names>Alex</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Jensen</surname>
<given-names>Kirk D. C.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/573025"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Molecular and Cell Biology, University of California, Merced, Merced</institution>, <addr-line>CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Quantitative Systems Biology Graduate Program, University of California, Merced, Merced</institution>, <addr-line>CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>The Center for Tropical and Emerging Global Diseases, University of Georgia, Athens</institution>, <addr-line>GA</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Health Sciences Research Institute, University of California, Merced</institution>, <addr-line>Merced, CA</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Mohamed Ali Hakimi, Institut National de la Sant&#xe9; et de la Recherche M&#xe9;dicale (INSERM), France</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: George So Yap, Rutgers University, Newark, United States; Carsten L&#xfc;der, University Medical Center G&#xf6;ttingen, Germany</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Kirk D. C. Jensen, <email xlink:href="mailto:kjensen5@ucmerced.edu">kjensen5@ucmerced.edu</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work and share first authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>05</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>13</volume>
<elocation-id>1130965</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>04</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Kongsomboonvech, Garc&#xed;a-L&#xf3;pez, Njume, Rodriguez, Souza, Rosenberg and Jensen</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Kongsomboonvech, Garc&#xed;a-L&#xf3;pez, Njume, Rodriguez, Souza, Rosenberg and Jensen</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>
<italic>Toxoplasma gondii</italic> induces a strong CD8 T cell response characterized by the secretion of IFN&#x3b3; that promotes host survival during infection. The initiation of CD8 T cell IFN&#x3b3; responses <italic>in vitro</italic> differs widely between clonal lineage strains of <italic>T. gondii</italic>, in which type I strains are low inducers, while types II and III strains are high inducers. We hypothesized this phenotype is due to a polymorphic &#x201c;<underline>R</underline>egulator <underline>O</underline>f <underline>C</underline>D8 <underline>T</underline> cell <underline>R</underline>esponse&#x201d; (ROCTR).</p>
</sec> <sec>
<title>Methods</title>
<p>Therefore, we screened F1 progeny from genetic crosses between the clonal lineage strains to identify ROCTR. Na&#xef;ve antigen-specific CD8 T cells (T57) isolated from transnuclear mice, which are specific for the endogenous and vacuolar TGD057 antigen, were measured for their ability to become activated, transcribe <italic>Ifng</italic> and produce IFN&#x3b3; in response to <italic>T. gondii</italic> infected macrophages.</p>
</sec> <sec>
<title>Results</title>
<p>Genetic mapping returned four non-interacting quantitative trait loci (QTL) with small effect on <italic>T. gondii</italic> chromosomes (chr) VIIb-VIII, X and XII. These loci encompass multiple gene candidates highlighted by ROP16 (chrVIIb-VIII), GRA35 (chrX), TgNSM (chrX), and a pair of uncharacterized NTPases (chrXII), whose locus we report to be significantly truncated in the type I RH background. Although none of the chromosome X and XII candidates bore evidence for regulating CD8 T cell IFN&#x3b3; responses, type I variants of ROP16 lowered <italic>Ifng</italic> transcription early after T cell activation. During our search for ROCTR, we also noted the parasitophorous vacuole membrane (PVM) targeting factor for dense granules (GRAs), GRA43, repressed the response suggesting PVM-associated GRAs are important for CD8 T cell activation. Furthermore, RIPK3 expression in macrophages was an absolute requirement for CD8 T cell IFN&#x3b3; differentiation implicating the necroptosis pathway in T cell immunity to <italic>T. gondii</italic>.</p>
</sec>
<sec>
<title>Discussion</title>
<p>Collectively, our data suggest that while CD8 T cell IFN&#x3b3; production to <italic>T. gondii</italic> strains vary dramatically, it is not controlled by a single polymorphism with strong effect. However, early in the differentiation process, polymorphisms in ROP16 can regulate commitment of responding CD8 T cells to IFN&#x3b3; production which may have bearing on immunity to <italic>T. gondii</italic>.</p>
</sec>
</abstract>
<kwd-group>
<kwd>
<italic>Toxoplasm gondii</italic>
</kwd>
<kwd>CD8 T cell</kwd>
<kwd>QTL (quantitative trait loci)</kwd>
<kwd>IFN-gamma</kwd>
<kwd>GRA43</kwd>
<kwd>TgNSM</kwd>
<kwd>RIPK3</kwd>
<kwd>ROP16</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Institutes of Health<named-content content-type="fundref-id">10.13039/100000002</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Hellman Foundation<named-content content-type="fundref-id">10.13039/100010336</named-content>
</contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="121"/>
<page-count count="21"/>
<word-count count="11614"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Parasite and Host</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>
<italic>Toxoplasma gondii</italic> is an intracellular pathogen responsible for toxoplasmosis, an underdiagnosed and neglected parasitic disease. <italic>T. gondii</italic> is considered one of the most successful parasites as it can accommodate a wide host range, infecting nearly all warm-blooded vertebrates including an estimated one-third of the world&#x2019;s human population. Upon invasion, <italic>T. gondii</italic> forms and sequesters itself in a parasitophorous vacuole (PV) that does not initially fuse with host organelles (<xref ref-type="bibr" rid="B100">Sinai et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B22">Coppens, 2017</xref>), shielding itself from the cytosolic immune sensing mechanisms and defense machinery aimed at its elimination. Host cytotoxic CD8 T cells respond to intracellular pathogens such as <italic>T. gondii</italic> through recognition of cytosolic-derived peptide antigens presented by MHC I molecules on the surface of infected cells (<xref ref-type="bibr" rid="B27">Dzierszinski et&#xa0;al., 2007</xref>). If detected, CD8 T cells will secrete the pro-inflammatory cytokine, interferon-gamma (IFN&#x3b3;) to combat protozoan infections. This CD8 T cell-mediated IFN&#x3b3; response is required for the elimination of <italic>T. gondii</italic> (<xref ref-type="bibr" rid="B108">Suzuki and Remington, 1990</xref>; <xref ref-type="bibr" rid="B36">Gazzinelli et&#xa0;al., 1991</xref>; <xref ref-type="bibr" rid="B38">Gazzinelli et&#xa0;al., 1992</xref>; <xref ref-type="bibr" rid="B114">Wang et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B76">Nishiyama et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B107">Suzuki, 2020</xref>). In turn, IFN&#x3b3; activates the Janus kinase-signal transducer and activator of transcription 1 (Jak/STAT1) signaling pathway, inducing the Immunity-Related GTPases (IRGs) (<xref ref-type="bibr" rid="B62">Ling et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B48">Hunn et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B56">Kim et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B44">Haldar et&#xa0;al., 2013</xref>). IRGs then bind to the parasite&#x2019;s PV membrane (PVM) and disrupt it through GTPase-driven IRG oligomerization on the PVM (<xref ref-type="bibr" rid="B48">Hunn et&#xa0;al., 2008</xref>). The IRG pathway is necessary for the CD8 T cell response to antigens that are sequestered inside the PV of <italic>T. gondii</italic> (<xref ref-type="bibr" rid="B49">Jensen, 2016</xref>), which includes the model antigen OVA engineered to be secreted into the lumen of the PV (<xref ref-type="bibr" rid="B43">Gubbels et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B41">Gregg et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B59">Lee et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B89">Rommereim et&#xa0;al., 2019</xref>) and the PV-associated TGD057 antigen (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>). Inflammasomes, particularly NLRP3 and NLRP1 inflammasome complexes, have also been shown to recognize and control <italic>T. gondii</italic> infections in a variety of species (<xref ref-type="bibr" rid="B116">Witola et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B20">Cirelli et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B29">Ewald et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B39">Gorfu et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B40">Gov et&#xa0;al., 2017</xref>). We have recently shown that NLRP sensors, but not the inflammasome complexes are required for full induction of the na&#xef;ve CD8 T cell IFN&#x3b3; response to parasite-infected cells (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>).</p>
<p>
<italic>T. gondii</italic> utilizes various virulence factors to combat host immune responses to ensure its survival. However, <italic>T. gondii</italic> must achieve a &#x2018;balance&#x2019; where it can establish a chronic infection and produce tissue cysts, an infectious form that allows transmission between hosts following oral consumption. This balance may not be achievable in every species, or individual host within a species, for which all warm-blooded animals are believed to be suitable for <italic>T. gondii</italic> infection. This has led to the hypothesis that specific strains of <italic>T. gondii</italic> have adapted to various hosts to achieve balance through use of polymorphic virulence factors, but this balance does not translate to every host (<xref ref-type="bibr" rid="B11">Boothroyd, 2009</xref>). For example, <italic>T. gondii</italic> strains differ dramatically in virulence within laboratory mice (<xref ref-type="bibr" rid="B47">Howe and Sibley, 1995</xref>) and with the severity of human toxoplasmosis (<xref ref-type="bibr" rid="B42">Grigg et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B55">Khan et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B24">de-la-Torre et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B16">Campos et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B67">McLeod et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B25">de-la-Torre et&#xa0;al., 2013</xref>). Of the clonal lineages endemic to North America and Europe, type I strains are highly virulent. Its lethal dose (LD<sub>100</sub>) is 1 parasite for laboratory mouse infections (<xref ref-type="bibr" rid="B83">Pfefferkorn and Pfefferkorn, 1976</xref>), and kills the mice prior to establishing chronic infection. Types II and III are less virulent than type I, with a LD<sub>100</sub> of approximately 10<sup>3</sup> and 10<sup>5</sup>, respectively (<xref ref-type="bibr" rid="B97">Sibley and Boothroyd, 1992</xref>). The genetically diverse &#x201c;atypical&#x201d; strains commonly found in South America are also extremely virulent in mice (<xref ref-type="bibr" rid="B33">Fux et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B54">Khan et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B50">Jensen et&#xa0;al., 2015</xref>), and human ocular toxoplasmosis is more severe in South America compared to other locales (<xref ref-type="bibr" rid="B42">Grigg et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B55">Khan et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B16">Campos et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B94">Sauer et&#xa0;al., 2011</xref>). In contrast, type I strains fail to cause disease in Lewis rats (<xref ref-type="bibr" rid="B113">Wang et&#xa0;al., 2019</xref>), other subspecies of <italic>Mus musculus</italic> (<xref ref-type="bibr" rid="B61">Lilue et&#xa0;al., 2013</xref>) and certain farm animals, including pigs and poultry which are relatively refractory to toxoplasmosis across the globe (<xref ref-type="bibr" rid="B104">Stelzer et&#xa0;al., 2019</xref>). Whether <italic>T. gondii</italic> requires unique virulence strategies to infect the various hosts they encounter in nature is unknown. Various species differ with respect to the exact mechanism by which <italic>T. gondii</italic> is killed and immune pathways available for parasitic resistance (<xref ref-type="bibr" rid="B37">Gazzinelli et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B93">Saeij and Frickel, 2017</xref>; <xref ref-type="bibr" rid="B72">Mukhopadhyay et&#xa0;al., 2020</xref>). Hence, manipulation of CD8 T cell responses by <italic>T. gondii</italic> might represent one of a diverse set of strategies needed to achieve balanced infections across a broad host range.</p>
<p>The use of genetic crosses has proven fruitful for discovery of polymorphic virulence factors that intersect host-parasite interactions relevant to <italic>T. gondii</italic> and its murine host. The F1 progeny of the clonal lineages (from type I x type II, type I x type III, and type II x type III sexual crosses) differ greatly in virulence phenotypes (<xref ref-type="bibr" rid="B91">Saeij et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B109">Taylor et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B9">Behnke et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B86">Reese et&#xa0;al., 2011</xref>). Through quantitative trait loci (QTL) mapping using these F1 progeny, several <italic>T. gondii</italic> proteins contributing to virulence have been identified, namely three polymorphic rhoptry proteins (ROPs): ROP16 (<xref ref-type="bibr" rid="B91">Saeij et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B92">Saeij et&#xa0;al., 2007</xref>), ROP18 (<xref ref-type="bibr" rid="B91">Saeij et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B109">Taylor et&#xa0;al., 2006</xref>), and a family of ROP5 pseudokinases (<xref ref-type="bibr" rid="B9">Behnke et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B86">Reese et&#xa0;al., 2011</xref>). Polymorphisms in the tyrosine kinase ROP16, expressed in type I and type III (ROP16<sub>I/III</sub>) but not type II (ROP16<sub>II</sub>) strains, allow sustained phosphorylation of STAT3, STAT5 and STAT6, inducing alternative activation (M2) of macrophages and dampening of host IL-12 production (<xref ref-type="bibr" rid="B119">Yamamoto et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B80">Ong et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B15">Butcher et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B52">Jensen et&#xa0;al., 2011</xref>). In the type III genetic background, ROP16<sub>III</sub> promotes virulence due to early M2 activation and subsequent suppression of Th1 immunity and CD8 T cell responses (<xref ref-type="bibr" rid="B111">Tuladhar et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B19">Chen et&#xa0;al., 2020</xref>). In contrast, when ROP16<sub>I</sub> or ROP16<sub>III</sub> are expressed as a transgene in the type II background, it promotes host resistance (<xref ref-type="bibr" rid="B91">Saeij et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B52">Jensen et&#xa0;al., 2011</xref>) and parasite killing by a mechanism that is dependent on the genetic background of the parasite (<xref ref-type="bibr" rid="B51">Jensen et&#xa0;al., 2013</xref>). The serine threonine kinase ROP18 phosphorylates and inactivates IRGs, protecting the PV from destruction (<xref ref-type="bibr" rid="B30">Fentress et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B103">Steinfeldt et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B31">Fleckenstein et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B75">Niedelman et&#xa0;al., 2012</xref>). However, ROP18 is not expressed in type III <italic>T. gondii</italic> strains (<xref ref-type="bibr" rid="B91">Saeij et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B109">Taylor et&#xa0;al., 2006</xref>), explaining its lesser degree of virulence compared to types I and II <italic>T. gondii</italic> strains. The pseudokinase ROP5 binds to IRGs, preventing them from oligomerizing and accumulating at the PV (<xref ref-type="bibr" rid="B48">Hunn et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B46">Howard et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B85">Reese et&#xa0;al., 2014</xref>). In contrast, the ROP5 variants expressed by type II <italic>T. gondii</italic> strains fail to perform this function rendering type II strains less virulent (<xref ref-type="bibr" rid="B75">Niedelman et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B85">Reese et&#xa0;al., 2014</xref>). F1 progeny from a cross between the highly virulent atypical strain VAND and a type II strain further demonstrate the importance of ROP5 polymorphisms in regulating parasite virulence (<xref ref-type="bibr" rid="B8">Behnke et&#xa0;al., 2015</xref>). Genetic mapping using F1 progeny have been instrumental for discovery of parasite effectors that mediate specific host processes, including the identification of host mitochondrial-PV association factor MAF1 (<xref ref-type="bibr" rid="B82">Pernas et&#xa0;al., 2014</xref>) and secreted NTPases that limit host cellular concentrations of NTP (<xref ref-type="bibr" rid="B79">Olias and Sibley, 2016</xref>). Hence, QTL mapping has proven robust for the identification of effectors that mediate a range of strain-specific phenotypes of <italic>T. gondii</italic>.</p>
<p>Recently we reported strain-specific differences in host CD8 T cell IFN&#x3b3; responses to <italic>T. gondii</italic> infections (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>). Type I strains and other clade A isolates induced relatively low amounts of IFN&#x3b3; secretion from na&#xef;ve CD8 T cells, but most other strains induced relatively high CD8 T cell IFN&#x3b3; responses, a phenotypic pattern that does not correlate with polymorphisms of known parasite effectors (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>). Here, we report our attempts to identify <italic>T. gondii</italic> <underline>R</underline>egulator(s) <underline>O</underline>f <underline>C</underline>D8 <underline>T</underline> cell <underline>R</underline>esponses, or &#x201c;ROCTRs&#x201d;, that are responsible for strain-differences in eliciting CD8 T cell IFN&#x3b3; responses. We utilized an experimental approach by which na&#xef;ve antigen-specific CD8 T cells that bear specificity to a conserved <italic>T. gondii</italic> endogenous antigen, TGD057, were analyzed for IFN&#x3b3; responses to parasite-infected bone marrow-derived macrophages (BMDMs). QTL analysis of the F1 progeny from the type I x type II cross suggested ROCTRs are encoded on <italic>T. gondii</italic> chromosomes X and XII with very weak effect, while our interrogation of a significant additive-QTL on chromosome VIIb-VIII, revealed that ROP16 regulates the early IFN&#x3b3; transcriptional response of activated CD8 T cells. Finally, we present evidence that the host&#x2019;s necroptosis pathway and <italic>T. gondii</italic> effectors known to mediate delivery of GRAs to the PVM appear to regulate CD8 T cell IFN&#x3b3; differentiation.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Parasite strains and passaging</title>
<p>
<italic>Toxoplasma gondii</italic> strains were serially passaged in &#x2018;Toxo medium&#x2019; [4.5 g/liter D-glucose in DMEM with GlutaMAX (Gibco, cat# 10566024), 1% heat-inactivated fetal bovine serum (FBS) (Omega Scientific, cat# FB-11, lot# 441164), 1% penicillin-streptomycin (Gibco, cat# 15140122)], in confluent flasks of monolayers of human foreskin fibroblasts (HFFs) and cultured at 37&#xb0;C, 5% CO<sub>2</sub>. HFFs were cultured in &#x2018;HFF medium&#x2019; [4.5 g/liter D-glucose in DMEM with GlutaMAX (Gibco), 20% heat-inactivated FBS (Omega Scientific), 1% penicillin-streptomycin (Gibco), 0.2% Gentamicin (Gibco, cat# 15710072), 1X L-Glutamine (Gibco, cat# 21051024)]. Strains assayed are listed in <xref ref-type="supplementary-material" rid="SF7">
<bold>Table S1</bold>
</xref>, some are generous gifts from Jeroen Saeij (University of California, Davis) and David Sibley (Washington University, St. Louis), and others were obtained from BEI Resources.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Mice and generation of bone marrow-derived macrophages</title>
<p>Transnuclear T57 (<xref ref-type="bibr" rid="B57">Kirak et&#xa0;al., 2010</xref>) and T-GREAT mice were bred in-house under specific pathogen free (SPF) conditions. T-GREAT mice (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>) bear the same T cell receptor specificity as T57, but also express an <italic>Ifng :</italic> YFP reporter that allows measurement of <italic>Ifng</italic> transcript by detection of YFP fluorescence (<xref ref-type="bibr" rid="B87">Reinhardt et&#xa0;al., 2015</xref>). C57BL/6J (B6) (colony 000664) and <italic>P2x7r</italic>-/- (colony 005576) mice were purchased from Jackson Laboratories and kept in-house under SPF conditions. Hind bones from <italic>Ripk3</italic>-/- mice, B6.129-<italic>Ripk3<sup>tm1Vmd</sup>
</italic> (<xref ref-type="bibr" rid="B74">Newton et&#xa0;al., 2004</xref>), were provided by Laura Knoll (University of Wisconsin). Bone marrow cells from the hind bones of 6-8 weeks old mice were obtained and cultured in &#x2018;BMDM medium&#x2019; [4.5 g/liter D-glucose in DMEM with GlutaMAX (Gibco), 20% heat-inactivated FBS (Omega Scientific), 1% penicillin-streptomycin (Gibco), 1X non-essential amino acids (Gibco, cat# 11140076), 1 mM sodium pyruvate (Gibco, cat# 11360070)] supplemented with 20% L929 conditioned medium, and then harvested after 6-7 days of differentiation. All animal protocols were approved by UC Merced&#x2019;s Committee on Institutional Animal Care and Use Committee (AUP 20-0015). All mouse work was performed in accordance to the <italic>Guide to the Care and Use of Laboratory Animals</italic> of the National Institutes of Health and the Animal Welfare Act (assurance number A4561-1). Euthanasia of mice was performed by inhalation of CO<sub>2</sub> to effect of 1.8 liters per minute.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Measuring the na&#xef;ve T57 CD8 T cell IFN&#x3b3; response to parasite-infected BMDMs</title>
<p>B6 BMDMs were plated at 2x10<sup>5</sup> cells per well in a 96-well tissue culture-treated plate, in BMDM medium supplemented with 10% L929 conditioned medium, and incubated overnight. The next day, BMDMs were infected with <italic>T. gondii</italic> tachyzoites, in triplicates, in &#x2018;T cell medium&#x2019; [RPMI 1640 with GlutaMAX (Gibco, cat# 61870127), 20% heat-inactivated FBS (Omega Scientific, cat# FB-11, lot# 441164), 1% penicillin-streptomycin (Gibco, cat#15140122), 1 mM sodium pyruvate (Gibco, cat# 11360070), 10 mM HEPES (Gibco), 1.75 &#xb5;l of &#x3b2;-mercaptoethanol (Gibco, cat# 21985023) per 500 mL RPMI 1640 with GlutaMAX]. The infections were done at multiplicity of infection (MOI) of 0.6, 0.2, and 0.07. Approximately 2 hours post-infection, 5x10<sup>5</sup> na&#xef;ve lymph node cells and splenocytes obtained from a na&#xef;ve T57 transnuclear mouse were added into all wells of infected BMDMs. The lymph nodes and spleens were processed and combined, and red blood cells were lysed with ammonium chloride-potassium (ACK) lysis buffer, prior to being added to the co-culture. The supernatants of the co-cultures were harvested 48 hours later for further analysis by ELISA according to the manufacturer&#x2019;s instructions (Invitrogen eBioscience, cat# 88731477). The supernatants were analyzed at 1:2, 1:20, and 1:200 dilutions to obtain values within the linear range of the manufacture&#x2019;s ELISA standards.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Measuring <italic>Ifng</italic> transcription by flow cytometry of T-GREAT cells</title>
<p>T-GREAT cells were co-cultured with infected BMDMs as described above for T57 CD8 T cells. After 14 to 18 hours of the co-culture, cells were harvested for flow cytometry. With preparations all done on ice, cells were washed with &#x2018;FACS buffer&#x2019; [PBS pH 7.4 (Gibco, cat# 10010049), 2% heat-inactivated FBS (Omega Scientific)] and blocked with &#x2018;blocking buffer&#x2019; [FACS buffer with 5% normal Syrian hamster serum (Jackson Immunoresearch, cat# 007-000-120), 5% normal mouse serum (Jackson Immunoresearch, cat# 015-000-120), and anti-mouse CD16/CD32 FcBlock (BD Biosciences, clone 2.4G2) at 1:100 dilution)]. Samples were stained at 1:120 dilution with fluorophore-conjugated anti-mouse monoclonal antibodies against CD8&#x3b1; PE (eBioscience) or BV510 (BioLegend) (clone 53&#x2013;6.7), CD3&#x3f5; APC-eFlour780 (eBioscience, clone 17A2), CD62L eFlour450 (eBioscience, clone MEL-14), and CD69 APC (BioLegend, clone H1.2F3). Samples were washed and then incubated with propidium iodide (PI) at 1:1000 dilution (Sigma, cat# P4170). Flow cytometry was performed on an LSRII (Becton Dickinson) or ZE5 (Bio-Rad) analyzer and processed with FlowJo software (version 10.8.1); PI+ cells were excluded from analysis.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Correction for relative viability between parasite strains</title>
<p>HFFs were plated in 24-well tissue culture-treated plates in HFF medium. Confluent monolayer HFFs were infected with 100 and 300 parasites. Plaques were quantified 4-6 days after infection. Displayed results are from MOIs with similar viability, the equivalent of ~MOI 0.2 was chosen for most assays.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Genetic linkage analysis and Quantitative Trait Loci (QTL) mapping</title>
<p>The QTL analysis for the CD8 T cell IFN&#x3b3; response phenotype, including both 1D (scanone) and 2D scans (scantwo) as well as the effect plots, was performed using &#x2018;R&#x2019; version 3.6.1 and the &#x2018;R/qtl&#x2019; package (<xref ref-type="bibr" rid="B13">Broman et&#xa0;al., 2003</xref>). The concentration of CD8 T cell-secreted IFN&#x3b3; that was obtained for each F1 IxII progeny was normalized to that of type II strain, and for the F1 IxIII progeny, the values were normalized to the type III strain. The average of normalized values obtained over multiple experiments was then Log10 transformed and used for the QTL analysis. For the F1 IIxIII progeny, the Log10 of the CD8 T cell IFN&#x3b3; concentration from a single experiment was used. A thousand permutations were calculated to obtain significant threshold values (p &#x2264; 0.05 and p &#x2264; 0.1). Genetic markers and the allelic assignments for each F1 progeny were obtained from previous studies (<xref ref-type="bibr" rid="B106">Su et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B91">Saeij et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B9">Behnke et&#xa0;al., 2011</xref>) and publicly available databases (<ext-link ext-link-type="uri" xlink:href="http://toxomap.wustl.edu/IxIII_Typing_Table.html">http://toxomap.wustl.edu/IxIII_Typing_Table.html</ext-link>). The genetic maps of chromosomes VIIb and VIII were stitched into a single chromosome and renamed as &#x201c;VIIb-VIII&#x201d;. Recent evidence suggests these are a single chromosome (<xref ref-type="bibr" rid="B14">Bunnik et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B117">Xia et&#xa0;al., 2021</xref>), and our revised genetic map reflects the correct genetic marker orientation in the stitched VIIb-VIII <italic>T. gondii</italic> chromosome.</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Generation of gene knockout parasite strains</title>
<p>To generate a double knockout strains, Cas9-expressing pSS013 plasmid (gift from Jeroen Saeij, University of California, Davis) containing single guide RNAs (sgRNAs) targeting exon 1 of the candidate ROCTR genes, TG_278878 and TG_278882, were co-transfected <italic>via</italic> electroporation with selectable markers hypoxanthine-guanine phosphoribosyl transferase (<italic>HXGPRT</italic>) or dihydrofolate reductase (<italic>DHFR-TS</italic>) into RH <italic>&#x394;hxgprt &#x394;ku80</italic> or ME49 <italic>&#x394;hxgprt::FLUC</italic> (ME49 <italic>&#x394;hpt</italic>), respectively, at a 5:1 ratio of sgRNAs/plasmid to PCR amplicon of the selectable marker. The <italic>HXGPRT</italic> amplicon was generated using the pTKO-att plasmid as the template DNA and the <italic>DHFR-TS</italic> amplicon was generated using the pLoxP-DHFR-mCherry plasmid as the template DNA. In the case of the HXGPRT amplicon, 20 bp of homology arms were introduced during the PCR to allow for homology directed repair and removal of the TG_278878 and TG_278882 in the RH <italic>&#x394;hxgprt &#x394;ku80</italic> genetic background. The transfection bulk populations were then selected with &#x2018;MPA xanthine&#x2019; medium [4.5 g/liter D-glucose in DMEM with GlutaMAX (Gibco, cat# 10566024), 1% heat-inactivated fetal bovine serum (FBS) (Omega Scientific, cat# FB-11, lot# 441164), 1% penicillin-streptomycin (Gibco, cat# 15140122), 0.05 mg/ml mycophenolic acid (MPA) (Millipore Sigma, cat# 475913), 0.05 mg/ml xanthine (Alfa Aesar; cat# AAA11077-22)] or in Toxo medium containing 3 &#xb5;M pyrimethamine (Millipore Sigma, cat# 46706) to select for the presence of <italic>HXGPRT</italic> or <italic>DHFR-TS</italic> insertion, respectively. The drug selected population was screened by diagnostic PCR for evidence of successful targeting and repair of the Cas9 cut site with the selectable marker and then cloned by limiting dilution in a 96-well plate in MPA xanthine or pyrimethamine selection medium. Wells with only one clone were isolated and candidate gene disruption was again confirmed by diagnostic PCR for successful marker integration and double gene deletion. Parasite genomic DNA was isolated using DNAzol (Invitrogen, cat# 10503027) and ethanol precipitation. Diagnostic PCR was performed with MangoMix, which contains MangoTaq DNA polymerase (Bioline, cat# BIO-25-33). PCR amplicons of the selectable markers were generated with Phusion polymerase (NEB, cat# M0530L). Sequencing of PCR products and plasmids was performed by UC Berkeley DNA Sequencing Facility and samples were prepared according to their protocol. Sequencing results were analyzed using Sequencher 5.4.6 and SnapGene Viewer 5.2.1. All oligos and plasmids used in this study can be found in <xref ref-type="supplementary-material" rid="SF8">
<bold>Table S2</bold>
</xref>. The RH <italic>&#x394;nsm</italic>, RH <italic>&#x394;ist</italic> and RH <italic>&#x394;ist &#x394;nsm</italic> strains were made in an analogous manner as that previously described for ME49 (<xref ref-type="bibr" rid="B90">Rosenberg and Sibley, 2021</xref>).</p>
</sec>
<sec id="s2_8">
<label>2.8</label>
<title>Immunofluorescence assay</title>
<p>HFFs were plated on coverslips with HFF medium in 24-well tissue culture-treated plates. Once confluent, the monolayer HFFs were infected with <italic>T. gondii</italic> and incubated at 37&#xb0;C, 5% CO<sub>2</sub> for 16 hours. The samples were then fixed with 3% formaldehyde in phosphate buffered saline (PBS) for 20 minutes. After the fixation, these were blocked with blocking buffer (3% BSA, 5% normal goat serum, 0.2% Triton X-100, 0.1% sodium azide in PBS). To visualize GRA5, the infected cells were stained with mouse anti-GRA5 primary monoclonal antibody (BioVision, clone TG 17.113) at 1:500 dilution, followed by Alexa Fluor 488 goat anti-mouse IgG (Life Technologies, cat # A11029) secondary antibody at 1:3000 dilution. To visualize TGD057, the infected samples were stained with rabbit anti-TGD057 polyclonal antibody (gift from Nicolas Blanchard, INSERM) at 1:2000 dilution, followed by Alexa Fluor 594 goat anti-rabbit IgG (Life Technologies, cat# A11037) secondary antibody at 1:3000 dilution.</p>
</sec>
<sec id="s2_9">
<label>2.9</label>
<title>Western analysis</title>
<p>
<italic>T. gondii</italic> lysates were prepared through syringe-lysis, resuspended in Laemmli buffer (125 mM Tris HCl, 30% glycerol, 2% SDS, 0.2% bromophenol blue), and denatured at 90-100&#xb0;C for 5 minutes. The lysates were separated on 4-20% Mini-PROTEAN TGX pre-cast 540 gels (Bio-Rad, cat# 4561096) or 5-15% polyacrylamide gels and then transferred to nitrocellulose membranes. The membranes were blocked with 10% fortified bovine milk in &#x2018;TBS-T 0.1%&#x2019; [Tris-Buffered Saline and 0.1% Tween] at room temperature for 1h, and then incubated with &#x3b1;-TGD057 antibody (gift from Nicolas Blanchard, INSERM) at 1:4000 dilution in TBS-T 0.1% overnight at 4&#xb0;C. Membranes were washed with TBS-T 0.1% three times and later incubated with goat &#x3b1;-rabbit horseradish peroxidase (HRP)-conjugated antibodies (Southern Biotech, cat# 4030-05) at 1:4000 dilution for 1h at room temperature. Membranes were then washed again TBS-T 0.1% three times and developed with Immobilon<sup>&#xae;</sup> Forte Western HRP Substrate (Millipore, cat# WBLUF0500). All blots were imaged <italic>via</italic> chemiluminescence on a ChemiDoc Touch (Bio-Rad, cat# 12003153).</p>
</sec>
<sec id="s2_10">
<label>2.10</label>
<title>Statistical analysis and normalization between experiments</title>
<p>Bar graphs represent the average value obtained for all experiments, with standard deviations indicated. For these, values from individual experiments are represented as dots. For each measured experiment, results between parasites strains or conditions were mainly represented as that relative to the T57 response elicited by wildtype BMDMs infected with type II strains (equal to 1). For data with normal distribution, one-way or two-way ANOVA with Bonferroni&#x2019;s <italic>ad-hoc</italic> statistical tests were determined. For data with non-Gaussian distribution, Kruskal-Wallis and Dunn&#x2019;s <italic>ad-hoc</italic> test were applied. P-values &lt; 0.05 were considered significant. Statistical analyses were performed with GraphPad Prism version 8.3.0.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>ROCTRs with small effect are encoded on <italic>Toxoplasma gondii</italic> chromosomes X and XII</title>
<p>To identify <italic>T. gondii</italic> genetic loci responsible for the strain-differences in CD8 T cell responses to infections, and ultimately ROCTR, we assessed 29 strains of F1 progeny from a type I x type II cross (F1 IxII), 34 strains of F1 progeny from a type II x type III cross (F1 IIxIII), and 32 strains of F1 progeny from a type I x type III cross (F1 IxIII) in an antigen-specific CD8 T cell activation assay (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>) (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>). In brief, C57BL/6J bone marrow-derived macrophages (BMDMs) were infected with <italic>T. gondii</italic> and co-cultured with splenocytes and lymph node cells from na&#xef;ve transnuclear &#x2018;T57&#x2019; mice. These mice were cloned from the nucleus of a single tetramer-positive <italic>T. gondii</italic>-specific CD8 T cell which have a single T cell receptor specific for the TGD057<sub>96-103</sub> epitope (T57 epitope) presented by H-2K<sup>b</sup> MHC I (<xref ref-type="bibr" rid="B57">Kirak et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B115">Wilson et&#xa0;al., 2010</xref>). The supernatant was harvested at 48 hours of the co-culture and analyzed for IFN&#x3b3; concentration by ELISA. Although the TGD057<sub>96-103</sub> epitope is conserved among all <italic>T. gondii</italic> strains, type I parasite strains (RH, GT1) induce low T57-specific CD8 T cell-mediated IFN&#x3b3; responses, while type II (ME49, Pru) and type III strains (CEP) induce a much higher response (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>), as previously described (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>). The CD8 T cell response differs greatly in response to infections of F1 IxII <italic>T. gondii</italic> strains (<xref ref-type="supplementary-material" rid="SF1">
<bold>Figure S1</bold>
</xref>). For example, the CD8 T cell IFN&#x3b3; response to SF46 is quite low, unlike the high IFN&#x3b3; level elicited in response to SF20 infections (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). These results suggest the potential to genetically map loci responsible for strain-differences in T57 IFN&#x3b3; responses to an endogenous antigen, which localizes to the PV (<xref ref-type="bibr" rid="B64">Lopez et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>) and actin cytoskeleton of the parasite (<xref ref-type="bibr" rid="B115">Wilson et&#xa0;al., 2010</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Na&#xef;ve TGD057-specific CD8 T cell IFN&#x3b3; responses to <italic>Toxoplasma gondii</italic> are potentially modulated by genetic loci on chromosomes X and XII. <bold>(A)</bold> Schematic of the strategy to identify &#x201c;ROCTR&#x201d;. TGD057-specific CD8 T cell IFN&#x3b3; responses to <italic>T. gondii</italic>-infected bone marrow-derived macrophages (BMDMs) were measured. Two hours post-infection, na&#xef;ve antigen-specific TGD057 (&#x2018;T57&#x2019;) CD8 T cells obtained from transnuclear mice were added to the infected BMDMs. Supernatant from the co-culture was harvested 48h later and then analyzed for IFN&#x3b3; concentration by ELISA. Genetic linkage analyses were performed with IFN&#x3b3; response values obtained from the F1 progeny of crosses between the clonal lineage strains to find quantitative trait loci responsible for the phenotype. <bold>(B)</bold> T57 IFN&#x3b3; responses to the indicated clonal lineage strains and selected F1 progeny from the IxII genetic cross are indicated, average of 2-5 experiments +SD (standard deviation) is plotted; each dot represents the result from an individual experiment. Statistical analysis was performed using one-way ANOVA with Bonferroni&#x2019;s correction comparing to Pru; *p &#x2264; 0.05. <bold>(C)</bold> Genetic linkage analysis of T57 IFN&#x3b3; responses to F1 progeny of the IxII genetic cross were analyzed. The running LOD score for each genetic marker is plotted. The QTL map reveals regions of interest on <italic>T. gondii</italic> chromosomes X and XII. QTLs with LOD scores &gt; 2 are labeled as PEAK1, PEAK2, and PEAK3. The LOD significant threshold values are calculated following 1,000 permutations, indicated with dashed lines and p-values (p = 0.05 in red, p = 0.10 in black). The genetic locations of <italic>ROP5</italic> and the <italic>TGD057</italic> antigen are shown for reference. <bold>(D&#x2212;F)</bold> Effect plots for the genetic markers corresponding to PEAKS 1 through 3, are shown. The IFN&#x3b3; responses are normalized to that induced by the wildtype (WT) type II strain. Each dot represents the average value obtained for each F1 IxII strain.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1130965-g001.tif"/>
</fig>
<p>A genome-wide QTL scan was performed to detect genotype-phenotype correlations using F1 progeny derived from all three sexual crosses of the clonal lineages for the na&#xef;ve T57 IFN&#x3b3; response at 48 hours. QTL analysis of the F1 IxII cross revealed three suggestive peaks with an LOD value greater than 2 on <italic>T. gondii</italic> chromosomes X (chrX) and XII (chrXII) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). Following genome wide permutation testing (n=1000), the QTL on chromosome XII (&#x201c;PEAK3&#x201d;) with the logarithm of odds (LOD) score of 4.4, surpassed a threshold value of p = 0.10, but none of the other QTLs (&#x201c;PEAK1&#x201d;, &#x201c;PEAK2&#x201d;) returned significant values. Polymorphic candidate genes within the 1.5 LOD interval of PEAK3, a 106 Kb region spanning 13 genes (TGME49_chrXII:5754579-5860469), include most notably two tandem uncharacterized NTPases, TG_278878 and TG_278882 (ToxoDB.org) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The genetic marker corresponding to the maximal LOD score within PEAK3 (65.m01195_at9) is a SNP adjacent to TG_278878. On chromosome X, there are two noticeable peaks. The major peak towards the right end of chromosome X (PEAK2) is a large 1.1 Mb locus (TGME49_chrX:3782766-4930776) encoding 147 genes and includes the genetic marker 46.m03675_at7, which produced the highest LOD score of 3.6 within this chromosome (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). The minor peak towards the left end of chromosome X (PEAK1) corresponds to a ~419 Kb region of 48 genes (TGME49_chrX:1383691-1802907) and encompasses the genetic marker 42.m03493_at7 with a LOD score of 2.3 (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>); this marker defines a SNP within the <italic>T. gondii</italic> dense granule GRA35. Notably, the <italic>ROP5</italic> locus, which is a known virulence determinant encoded on chromosome XII and identified using this panel of F1 IxII progeny (<xref ref-type="bibr" rid="B9">Behnke et&#xa0;al., 2011</xref>), did not produce an identifiable QTL in our screen. Thus, while ROP5 can inhibit the CD8 T cell response (<xref ref-type="bibr" rid="B89">Rommereim et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>), polymorphisms in ROP5 do not account for strain-specific differences observed for this phenotype, as previously suggested (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>). The TGD057 antigen encoded by TG_215980 is similarly expressed and entirely conserved between clonal strains, and no phenotype-genotype correlation was observed at this locus (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). Based on the effect plots, F1 IxII progeny that express type II alleles at the chromosome X genetic markers 42.m03493_at7 and 46.m03675_at7 induce higher CD8 T cell-mediated IFN&#x3b3; responses compared to those that express type I alleles at these loci, respectively (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1D, E</bold>
</xref>). In contrast, F1 IxII progeny that express a type I allele at the chromosome XII genetic marker 65.m01195_at9 induce higher CD8 T cell responses compared to those that express the type II allele (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1F</bold>
</xref>), suggesting the genetic background of type I strains may mask the effect of the putative chrXII ROCTR. In search of loci that potentially modify the function of the ROCTR and lower the detection of significant QTLs, epistatic interactions and &#x2018;interactive&#x2019; QTLs were calculated, but none were detected between PEAKS 1, 2, and 3 or other loci within the F1 IxII genetic cross (<xref ref-type="supplementary-material" rid="SF2">
<bold>Figure S2A</bold>
</xref>, not shown).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>ROCTR candidates on <italic>Toxoplasma gondii</italic> chromosomes VIIb-VIII, X and XII.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="bottom" align="left">Gene ID</th>
<th valign="bottom" align="center">Coordinates</th>
<th valign="bottom" align="center">Product description</th>
<th valign="bottom" align="center">NonSyn/Syn SNP ratio all strains</th>
<th valign="bottom" align="center">Amino acid differences (n) type I vs. type II strains</th>
<th valign="bottom" align="center">Average expression in RH/GT1</th>
<th valign="bottom" align="center">Average expression in Pru/ME49</th>
<th valign="bottom" align="center">Exon number</th>
<th valign="bottom" align="center">Predicted signal peptide</th>
<th valign="bottom" align="center">Predicted transmembrane domain</th>
<th valign="bottom" align="center">Fitness score</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="bottom" colspan="11" align="left" style="background-color:#d9d9d9">PEAK1: Chromosome X - minor peak</th>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_226470</td>
<td valign="bottom" align="left">TGME49_chrX: 1,607,575 - 1,618,478 (+)</td>
<td valign="bottom" align="left">hypothetical protein</td>
<td valign="bottom" align="center">2.42</td>
<td valign="bottom" align="center">55</td>
<td valign="bottom" align="center">10.0</td>
<td valign="bottom" align="center">21.4</td>
<td valign="bottom" align="center">2</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">1.25</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_226390</td>
<td valign="bottom" align="left">TGME49_chrX: 1,665,302 - 1,670,080 (+)</td>
<td valign="bottom" align="left">hypothetical protein</td>
<td valign="bottom" align="center">2.92</td>
<td valign="bottom" align="center">17</td>
<td valign="bottom" align="center">5.0</td>
<td valign="bottom" align="center">5.2</td>
<td valign="bottom" align="center">1</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">0.04</td>
</tr>
<tr>
<td valign="bottom" align="left">
<bold>TGME49_226380*</bold>
</td>
<td valign="bottom" align="left">TGME49_chrX: 1,674,639 - 1,678,229 (+)</td>
<td valign="bottom" align="left">GRA35</td>
<td valign="bottom" align="center">8.67</td>
<td valign="bottom" align="center">11</td>
<td valign="bottom" align="center">86.4</td>
<td valign="bottom" align="center">135.2</td>
<td valign="bottom" align="center">1</td>
<td valign="bottom" align="center">Y</td>
<td valign="bottom" align="center">Y</td>
<td valign="bottom" align="center">1.98</td>
</tr>
<tr>
<th valign="bottom" colspan="11" align="left" style="background-color:#d9d9d9">PEAK2: Chromosome X - major peak</th>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_223485</td>
<td valign="bottom" align="left">TGME49_chrX: 3,784,432 - 3,788,334 (+)</td>
<td valign="bottom" align="left">hypothetical protein</td>
<td valign="bottom" align="center">10.0</td>
<td valign="bottom" align="center">155</td>
<td valign="bottom" align="center">46.4</td>
<td valign="bottom" align="center">45.0</td>
<td valign="bottom" align="center">3</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">-1.49</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_223430</td>
<td valign="bottom" align="left">TGME49_chrX: 3,850,738 - 3,854,319 (-)</td>
<td valign="bottom" align="left">hypothetical protein with putative oxidoreductase activity</td>
<td valign="bottom" align="center">0.84</td>
<td valign="bottom" align="center">2</td>
<td valign="bottom" align="center">5.0</td>
<td valign="bottom" align="center">13.3</td>
<td valign="bottom" align="center">2</td>
<td valign="bottom" align="center">Y</td>
<td valign="bottom" align="center">Y</td>
<td valign="bottom" align="center">0.66</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_212280</td>
<td valign="bottom" align="left">TGME49_chrX: 3,942,555 - 3,944,845 (+)</td>
<td valign="bottom" align="left">hypothetical protein</td>
<td valign="bottom" align="center">1.5</td>
<td valign="bottom" align="center">1</td>
<td valign="bottom" align="center">47.8</td>
<td valign="bottom" align="center">21.4</td>
<td valign="bottom" align="center">1</td>
<td valign="bottom" align="center">Y</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">0.69</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_212140</td>
<td valign="bottom" align="left">TGME49_chrX: 4,023,907 - 4,035,947 (+)</td>
<td valign="bottom" align="left">hypothetical protein</td>
<td valign="bottom" align="center">1.01</td>
<td valign="bottom" align="center">72</td>
<td valign="bottom" align="center">7.0</td>
<td valign="bottom" align="center">7.6</td>
<td valign="bottom" align="center">8</td>
<td valign="bottom" align="center">Y</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">-0.1</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_234230</td>
<td valign="bottom" align="left">TGME49_chrX: 4,207,706 - 4,228,971 (-)</td>
<td valign="bottom" align="left">hypothetical protein</td>
<td valign="bottom" align="center">1.07</td>
<td valign="bottom" align="center">40</td>
<td valign="bottom" align="center">5.0</td>
<td valign="bottom" align="center">10.2</td>
<td valign="bottom" align="center">6</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">-3.19</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_234270</td>
<td valign="bottom" align="left">TGME49_chrX: 4,254,283 - 4,268,067 (+)</td>
<td valign="bottom" align="left">hypothetical protein, localizes to the apical complex</td>
<td valign="bottom" align="center">1.32</td>
<td valign="bottom" align="center">223</td>
<td valign="bottom" align="center">16.5</td>
<td valign="bottom" align="center">40.6</td>
<td valign="bottom" align="center">15</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">-0.44</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_234300</td>
<td valign="bottom" align="left">TGME49_chrX: 4,285,787 - 4,297,019 (-)</td>
<td valign="bottom" align="left">hypothetical protein</td>
<td valign="bottom" align="center">2.01</td>
<td valign="bottom" align="center">138</td>
<td valign="bottom" align="center">5.0</td>
<td valign="bottom" align="center">12.9</td>
<td valign="bottom" align="center">1</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">-0.33</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_234350</td>
<td valign="bottom" align="left">TGME49_chrX: 4,305,901 - 4,308,402 (-)</td>
<td valign="bottom" align="left">hypothetical protein</td>
<td valign="bottom" align="center">1.44</td>
<td valign="bottom" align="center">14</td>
<td valign="bottom" align="center">10.6</td>
<td valign="bottom" align="center">22.6</td>
<td valign="bottom" align="center">1</td>
<td valign="bottom" align="center">Y</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">-0.73</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_234590*</td>
<td valign="bottom" align="left">TGME49_chrX: 4,485,141 - 4,486,247 (-)</td>
<td valign="bottom" align="left">hypothetical protein</td>
<td valign="bottom" align="center">6.0</td>
<td valign="bottom" align="center">24</td>
<td valign="bottom" align="center">5.0</td>
<td valign="bottom" align="center">5.0</td>
<td valign="bottom" align="center">1</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">-0.14</td>
</tr>
<tr>
<td valign="bottom" align="left">
<bold>TGME49_235140</bold>
</td>
<td valign="bottom" align="left">TGME49_chrX: 4,633,596 - 4,638,849 (+)</td>
<td valign="bottom" align="left">TgNSM</td>
<td valign="bottom" align="center">6.7</td>
<td valign="bottom" align="center">52</td>
<td valign="bottom" align="center">46.4</td>
<td valign="bottom" align="center">52.2</td>
<td valign="bottom" align="center">7</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">1.41</td>
</tr>
<tr>
<th valign="bottom" colspan="11" align="left" style="background-color:#d9d9d9">PEAK3: Chromosome XII</th>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_278930</td>
<td valign="bottom" align="left">TGME49_chrXII: 5,750,428 - 5,757,826 (+)</td>
<td valign="bottom" align="left">Tubulin-tyrosine ligase family protein</td>
<td valign="bottom" align="center">0.53</td>
<td valign="bottom" align="center">2</td>
<td valign="bottom" align="center">23.6</td>
<td valign="bottom" align="center">10.0</td>
<td valign="bottom" align="center">16</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">0.5</td>
</tr>
<tr>
<td valign="bottom" align="left">
<bold>TGME49_278882</bold>
</td>
<td valign="bottom" align="left">TGME49_chrXII: 5,785,062 - 5,788,158 (-)</td>
<td valign="bottom" align="left">GDA1/CD39 (nucleoside phosphatase) family protein</td>
<td valign="bottom" align="center">0.52</td>
<td valign="bottom" align="center">0 (GT1), 400 truncation (RH)</td>
<td valign="bottom" align="center">6.3</td>
<td valign="bottom" align="center">5.0</td>
<td valign="bottom" align="center">1</td>
<td valign="bottom" align="center">Y</td>
<td valign="bottom" align="center">Y</td>
<td valign="bottom" align="center">0.71</td>
</tr>
<tr>
<td valign="bottom" align="left">
<bold>TGME49_278878</bold>
</td>
<td valign="bottom" align="left">TGME49_chrXII: 5,790,682 - 5,793,202 (-)</td>
<td valign="bottom" align="left">GDA1/CD39 (nucleoside phosphatase) family protein</td>
<td valign="bottom" align="center">2.47</td>
<td valign="bottom" align="center">1 (GT1), 113 truncation (RH)</td>
<td valign="bottom" align="center">7.4</td>
<td valign="bottom" align="center">8.3</td>
<td valign="bottom" align="center">4</td>
<td valign="bottom" align="center">Y</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">0.6</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_278870*</td>
<td valign="bottom" align="left">TGME49_chrXII: 5,793,484 - 5,811,106 (+)</td>
<td valign="bottom" align="left">Myosin F</td>
<td valign="bottom" align="center">0.21</td>
<td valign="bottom" align="center">3</td>
<td valign="bottom" align="center">44.1</td>
<td valign="bottom" align="center">39.8</td>
<td valign="bottom" align="center">19</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">-3.55</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_278840</td>
<td valign="bottom" align="left">TGME49_chrXII: 5,828,465 - 5,832,264 (+)</td>
<td valign="bottom" align="left">hypothetical protein</td>
<td valign="bottom" align="center">1.53</td>
<td valign="bottom" align="center">6</td>
<td valign="bottom" align="center">5.0</td>
<td valign="bottom" align="center">11.8</td>
<td valign="bottom" align="center">3</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">1.39</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_278815</td>
<td valign="bottom" align="left">TGME49_chrXII: 5,852,666 - 5,861,034 (+)</td>
<td valign="bottom" align="left">Putative F-box protein</td>
<td valign="bottom" align="center">1.63</td>
<td valign="bottom" align="center">71</td>
<td valign="bottom" align="center">9.6</td>
<td valign="bottom" align="center">19.1</td>
<td valign="bottom" align="center">5</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">-1.59</td>
</tr>
<tr>
<th valign="bottom" colspan="11" align="left" style="background-color:#d9d9d9">PEAK4: Chromosome VIIb-VIII (covariate)</th>
</tr>
<tr>
<td valign="bottom" align="left">
<bold>TGME49_262730</bold>
</td>
<td valign="bottom" align="left">TGME49_chrVIIb: 1,053,320 - 1,056,333 (-)</td>
<td valign="bottom" align="left">ROP16</td>
<td valign="bottom" align="center">2.37</td>
<td valign="bottom" align="center">39</td>
<td valign="bottom" align="center">284.2</td>
<td valign="bottom" align="center">473.1</td>
<td valign="bottom" align="center">1</td>
<td valign="bottom" align="center">Y</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">1.11</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_262500</td>
<td valign="bottom" align="left">TGME49_chrVIIb: 1,208,630 - 1,209,634 (-)</td>
<td valign="bottom" align="left">hypothetical protein</td>
<td valign="bottom" align="center">4.0</td>
<td valign="bottom" align="center">5</td>
<td valign="bottom" align="center">353.2</td>
<td valign="bottom" align="center">713.7</td>
<td valign="bottom" align="center">1</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">0.69</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_262400</td>
<td valign="bottom" align="left">TGME49_chrVIIb: 1,290,906 - 1,299,909 (-)</td>
<td valign="bottom" align="left">Lipase</td>
<td valign="bottom" align="center">1.61</td>
<td valign="bottom" align="center">46</td>
<td valign="bottom" align="center">93.3</td>
<td valign="bottom" align="center">124.3</td>
<td valign="bottom" align="center">9</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">Y</td>
<td valign="bottom" align="center">1.24</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_262050</td>
<td valign="bottom" align="left">TGME49_chrVIIb: 1,406,941 - 1,409,624 (+)</td>
<td valign="bottom" align="left">ROP39</td>
<td valign="bottom" align="center">3.92</td>
<td valign="bottom" align="center">29</td>
<td valign="bottom" align="center">452.3</td>
<td valign="bottom" align="center">526.1</td>
<td valign="bottom" align="center">1</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">1.97</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_261740</td>
<td valign="bottom" align="left">TGME49_chrVIIb: 1,552,958 - 1,554,576 (-)</td>
<td valign="bottom" align="left">hypothetical protein (Rhoptry)</td>
<td valign="bottom" align="center">5.0</td>
<td valign="bottom" align="center">11</td>
<td valign="bottom" align="center">3710.4</td>
<td valign="bottom" align="center">4082.9</td>
<td valign="bottom" align="center">1</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">Y</td>
<td valign="bottom" align="center">0.31</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_260800</td>
<td valign="bottom" align="left">TGME49_chrVIIb: 2,041,739 - 2,048,418 (+)</td>
<td valign="bottom" align="left">hypothetical protein (Dense granule)</td>
<td valign="bottom" align="center">2.34</td>
<td valign="bottom" align="center">33</td>
<td valign="bottom" align="center">15.2</td>
<td valign="bottom" align="center">23.3</td>
<td valign="bottom" align="center">3</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">-5.17</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_260520</td>
<td valign="bottom" align="left">TGME49_chrVIIb: 2,190,204 - 2,193,134 (-)</td>
<td valign="bottom" align="left">hypothetical protein (Dense granule)</td>
<td valign="bottom" align="center">1.9</td>
<td valign="bottom" align="center">7</td>
<td valign="bottom" align="center">70.1</td>
<td valign="bottom" align="center">124.6</td>
<td valign="bottom" align="center">2</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">1.9</td>
</tr>
<tr>
<td valign="bottom" align="left">TGME49_260480</td>
<td valign="bottom" align="left">TGME49_chrVIIb: 2,216,446 - 2,231,203 (+)</td>
<td valign="bottom" align="left">leucine rich repeat-containing protein</td>
<td valign="bottom" align="center">1.57</td>
<td valign="bottom" align="center">112</td>
<td valign="bottom" align="center">5</td>
<td valign="bottom" align="center">30.4</td>
<td valign="bottom" align="center">21</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">N</td>
<td valign="bottom" align="center">-0.9</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Top ROCTR candidates within the boundaries of each QTL peak (PEAK1, PEAK2, PEAK3 and PEAK4) are listed with genetic coordinates. The information regarding each gene was obtained from ToxoDB.org. The list includes ROCTR candidates that exhibited a high degree of amino acid polymorphisms between all strains deposited in ToxoDB, and/or number of amino acid substitutions or gene expression differences between type I and II strains; unless indicated the numbers represent amino acid differences between GT1 and ME49 strains. Genes with single exons/and or predicted to have a signal peptide were favored for inclusion as a ROCTR candidate. The average expression of RH and GT1 (type I strains) as well as the average expression of Pru and ME49 (type II strains) were calculated from values provided by <xref ref-type="bibr" rid="B71">Minot et&#xa0;al., 2012</xref>. The fitness score was obtained from <xref ref-type="bibr" rid="B99">Sidik et&#xa0;al., 2016</xref>. Genes investigated by CRISPR inactivation in this study are in bold. Genes encoding the genetic marker that produced the highest LOD score at each QTL peak are denoted with an asterisk. The genes and genetic markers within the PEAK4 QTL returned the same LOD score.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Other sexual crosses examined included the F1 progeny derived from the IxIII and IIxIII crosses, but QTL mapping revealed no statistically significant peaks (<xref ref-type="supplementary-material" rid="SF3">
<bold>Figures S3</bold>
</xref>, <xref ref-type="supplementary-material" rid="SF4">
<bold>S4</bold>
</xref>). It can be concluded that the polymorphic rhoptries responsible for strain-differences in virulence previously identified through QTL analyses of these same panels of F1 progeny, such as ROP18 and ROP5 (from both F1 IIxIII and F1 IxIII crosses) encoded on chromosomes VIIa and XII, respectively (<xref ref-type="bibr" rid="B91">Saeij et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B109">Taylor et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B86">Reese et&#xa0;al., 2011</xref>), do not seem to account for the strain-differences in host CD8 T cell IFN&#x3b3; responses to <italic>T. gondii</italic> infections. Moreover, the small effect QTLs suggest that the T57 CD8 IFN&#x3b3; response may be controlled by multiple gene loci of <italic>T. gondii</italic> and subject to environmental input during the 48 hours co-culture of the CD8 T cells and infected macrophages. Top polymorphic ROCTR candidates for PEAKS 1, 2 and 3 are included in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Interrogation of NTPase ROCTR candidates on chromosome XII</title>
<p>Candidate genes on <italic>T. gondii</italic> chromosome XII that correspond to PEAK3 include TG_278878 and its adjacent gene TG_278882, which are nucleoside triphosphate hydrolases (NTPases) of the GDA1/CD39 family of ecto-ATPases with apyrase activity (ToxoDB.org). In general, NTPases are secreted following invasion and localize to the PV lumen and PVM (<xref ref-type="bibr" rid="B10">Bermudes et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B98">Sibley et&#xa0;al., 1994</xref>). The related NTPases, NTPase I and NTPase II (<xref ref-type="bibr" rid="B10">Bermudes et&#xa0;al., 1994</xref>), do not contribute to type I strain virulence in mice but deplete cellular ATP (<xref ref-type="bibr" rid="B79">Olias and Sibley, 2016</xref>) and are thought to be important for tachyzoite replication (<xref ref-type="bibr" rid="B73">Nakaar et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B6">Asai et&#xa0;al., 2002</xref>) and possibly egress (<xref ref-type="bibr" rid="B105">Stommel et&#xa0;al., 1997</xref>). Large quantities of parasite-derived NTPase can be detected in the serums of infected mice (<xref ref-type="bibr" rid="B4">Asai et&#xa0;al., 1987</xref>) and represents up to 2-3% of the entire protein in the tachyzoite (<xref ref-type="bibr" rid="B5">Asai et&#xa0;al., 1983</xref>). NTPases may impact the host response in another way. It is possible that the ATP hydrolysis activity of NTPases may dampen host inflammasome activation in response to <italic>T. gondii</italic> infections (<xref ref-type="bibr" rid="B68">Melo et&#xa0;al., 2011</xref>). Inflammasome activation, for both NLRP1 and NLRP3, has been shown to be important for <italic>T. gondii</italic> control (<xref ref-type="bibr" rid="B20">Cirelli et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B29">Ewald et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B39">Gorfu et&#xa0;al., 2014</xref>) and can be triggered through the binding of exogenous ATP to the purinergic receptor P2X7 (<xref ref-type="bibr" rid="B53">Jo et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B2">Amores-Iniesta et&#xa0;al., 2017</xref>). It is possible that <italic>T. gondii</italic> NTPases deplete the amount of cytosolic ATP, thus preventing inflammasome activation either by lowering available exogenous ATP required for P2X7 receptor (P2X7R) activation following egress, or by thwarting NLR-oligomerization which is an ATP-dependent process (<xref ref-type="bibr" rid="B26">Duncan et&#xa0;al., 2007</xref>). Previously, we described an NLRP3-dependent pathway that is required to induce CD8 T cell IFN&#x3b3; responses to <italic>T. gondii</italic> infections (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>). For these reasons, the TG_278878 and TG_278882 NTPases were pursued as candidates in our search of ROCTR.</p>
<p>Double mutant <italic>&#x394;278878 &#x394;278882 T. gondii</italic> parasite strains were generated in both the RH <italic>&#x394;hxgprt &#x394;ku80</italic> and ME49 <italic>&#x394;hxgprt</italic> genetic backgrounds using CRISPR/Cas9. Parasites were given Cas9 and small guide RNAs (sgRNAs) targeting the first exon of each gene and deletion strains were selected for those that bore evidence of repair with a transfected selectable marker (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). In the type II ME49 deletion strain, both NTPase genes were successfully disrupted and the DNA sequence between the two CRISPR/Cas9 cut-sites was replaced with a dihydrofolate reductase (<italic>DHFR</italic>) selectable marker (<italic>&#x394;278878::DHFR::&#x394;278882</italic>) as confirmed by PCR (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>) and sequencing of the edited locus (not shown). During attempts to generate a double deletion strain in the type I RH background, it became clear that the syntenic NTPase genes to <italic>TG_278878</italic> and <italic>TG_278882</italic>, corresponding to <italic>TGRH88_065000</italic> and <italic>TGRH88_064900</italic> respectively, were significantly different from those of type I GT1 and type II ME49 strains. PCR performed with several primer pairs flanking, within and between <italic>TG_278878</italic> and <italic>TG_278882</italic> genes, consistently yielded PCR products indicative of a large-scale deletion between the two genes in the RH genetic background (<xref ref-type="supplementary-material" rid="SF5">
<bold>Figure S5</bold>
</xref>). The recent release of the RH genome (GCA_013099955.1) confirms these results and indicates that a 4.5 Kb deletion occurred at this locus, in which the 3&#x2019; end of exon 4 for <italic>TG_278878</italic> experienced a 338 bp truncation and was then fused to a <italic>TG_278882</italic> gene missing 1.2 Kb of the 5&#x2019; end of exon 1. Whether <italic>TGRH88_065000</italic> and <italic>TGRH88_064900</italic> encode functional NTPases is unknown. Nonetheless, an RH <italic>&#x394;278878 &#x394;278882</italic> strain was generated in which an <italic>HXGPRT</italic> selectable marker replaced the DNA sequence internal to the two CRISPR/Cas9 cut sites (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). However, no difference in the T57 IFN&#x3b3; response was observed comparing the NTPase deletion strains with their parental counterparts (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). Finally, <italic>P2x7r</italic>-/- BMDMs were screened to address whether P2X7R contributed to the NLRP3-dependent T57 IFN&#x3b3; response (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>), however, the response to parasite-infected <italic>P2x7r</italic>-/- BMDMs is intact (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>), ruling against a major role for exogenous ATP triggered P2X7R signaling in this system. In summary, although there appears to be a slight reduction in the T57 IFN&#x3b3; response to the ME49 NTPase deletion strain, this difference is not significant. Hence, if these NTPases are ROCTRs, they exert a marginal effect at best, which would be consistent with the small effect QTLs produced by the genetic mapping.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Disruption of two novel NTPases on <italic>Toxoplasma gondii</italic> chromosome XII does not significantly alter the TGD057-specific CD8 T cell IFN&#x3b3; response to parasite-infected BMDMs. <bold>(A)</bold> QTL chromosome XII candidates, <italic>TG_278878</italic> and <italic>TG_278882</italic>, were deleted in the ME49 <italic>&#x394;hxgprt</italic> (type II) background using CRISPR/Cas9. The strategy included targeting both genes with sgRNAs and repair with a <italic>DHFR</italic> selectable marker as indicated in the schematic. Diagnostic PCR with the specified primers revealed that during non-homologous end joining (NHEJ) repair the <italic>DHFR</italic> cassette integrated in opposite orientation with respect to the two NTPases genes and removed the genetic material internal to the two Cas9 cut sites of the ME49 <italic>&#x394;278878 &#x394;278882</italic> strain. <bold>(B)</bold> As in <bold>(A)</bold>, but homology directed repair (HDR) was used to generate a RH <italic>&#x394;278878 &#x394;278882</italic> deletion strain in the RH <italic>&#x394;ku80 &#x394;hxgprt</italic> genetic background. An <italic>HXGPRT</italic> selection cassette with homology arms integrated in the predicted orientation with respect to the NTPase genes and removed the DNA sequence internal to the two Cas9 cut sites. The RH locus, as shown in supplemental data, is significantly altered in which exon 4 of the RH version of <italic>TG_278878</italic> (<italic>TGRH88_065000</italic>) is fused to an exon 1 truncated <italic>TG_278882</italic> (<italic>TGRH88_064900</italic>) gene. <bold>(C)</bold> ME49 and RH <italic>&#x394;278878 &#x394;278882</italic> double deletion strains were assayed for their abilities to induce host CD8 T cell IFN&#x3b3; responses. The IFN&#x3b3; level was normalized to that elicited by the wildtype (WT) type II <italic>T. gondii</italic> strain (ME49 = 1), and each dot represents the result from a single experiment. Statistical analysis was performed using a Kruskal-Wallis and <italic>post-hoc</italic> Dunn&#x2019;s test comparing the deletion to parental strains; ns, non-significant. <bold>(D)</bold> BMDMs with the indicated <italic>P2xr7</italic> deletion (-/-) were infected with ME49 or RH strains. T57 IFN&#x3b3; responses were normalized to the response elicited by wildtype BMDMs infected with the type II ME49 strain (= 1). Average of 4 experiments +SD is shown, each dot represents the result from an individual experiment. Statistical analysis was performed by one-way ANOVA with Bonferroni&#x2019;s correction; ns, non-significant.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1130965-g002.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>The role of host RIPK3 and the <italic>Toxoplasma gondii</italic> chromosome X ROCTR candidate TgNSM in regulating CD8 T cell IFN&#x3b3; responses</title>
<p>PEAK2 encompasses multiple genes, however one candidate was intriguingly close to the genetic marker 46.m03675_at7 that produced the maximal LOD score, the dense granule TgNSM. Recently, TgNSM was described to be exported to the host nucleus where it associates with the NCoR/SMRT co-repressor complex promoting the transcriptional repression of many IFN-stimulated genes (<xref ref-type="bibr" rid="B90">Rosenberg and Sibley, 2021</xref>). Importantly, TgNSM works together with another exported dense granule, TgIST, to inhibit the transcription of key regulators of necroptosis following IFN&#x3b3; or IFN&#x3b2; stimulation (<xref ref-type="bibr" rid="B90">Rosenberg and Sibley, 2021</xref>). Necroptosis is a programed cell death response that is mediated by the RIPK3/RIPK1 signaling complex (<xref ref-type="bibr" rid="B81">Pasparakis and Vandenabeele, 2015</xref>), and in certain contexts is initiated by IFN-STAT1 signaling (<xref ref-type="bibr" rid="B110">Thapa et&#xa0;al., 2013</xref>). Several studies have demonstrated that RIPK3-dependent necroptosis is potent at inducing CD8 T cell activation <italic>in vitro</italic> and <italic>in vivo</italic> (<xref ref-type="bibr" rid="B121">Yatim et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B88">Ren et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B84">Rana et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B1">Aaes and Vandenabeele, 2021</xref>). Hence the role of RIPK3 was explored. Importantly, its expression in BMDMs was found to be absolutely required for eliciting T57 IFN&#x3b3; responses to <italic>T. gondii</italic> (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). Moreover, TgIST is a potent repressor of STAT1 signaling <italic>via</italic> its recruitment of Mi-2/NuRD to phosphorylated STAT1 dimers (<xref ref-type="bibr" rid="B35">Gay et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B78">Olias et&#xa0;al., 2016</xref>) and we previously demonstrated STAT1 is a requirement for the T57 IFN&#x3b3; response (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>), hinting of a possible STAT1-RIPK3 axis that could be intersected by ROCTRs. Given these observations, single and double TgIST and TgNSM deletion strains were screened. However, no significant difference was observed between parental and deletion strains (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>), indicating TgNSM on chromosome X and TgIST are not ROCTRs. This supposition is supported by previous findings regarding the parasite&#x2019;s export machinery, which is required for TgIST and TgNSM export from the PV to the host nucleus (<xref ref-type="bibr" rid="B35">Gay et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B78">Olias et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B90">Rosenberg and Sibley, 2021</xref>) but is dispensable for T57 IFN&#x3b3; responses to <italic>T. gondii</italic> (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>). Thus, while STAT1- and RIPK3-dependent processes are necessary for inducing CD8 T cell IFN&#x3b3; responses to <italic>T. gondii</italic>, any modulation of these signaling pathways by specific <italic>T. gondii</italic> effectors can be overcome by host macrophages to support T cell activation and/or differentiation in this system.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Macrophage expression of RIPK3, but not parasite regulators of necroptosis, is required for eliciting CD8 T cell IFN&#x3b3; responses to <italic>Toxoplasma gondii</italic>. <bold>(A)</bold> BMDMs with the indicated <italic>Ripk3</italic> deletion (-/-) were infected with ME49 or RH strains. T57 IFN&#x3b3; responses were normalized to the response elicited by wildtype (WT) BMDMs infected with the type II ME49 strain (= 1). Average of 3 experiments +SD is shown, each dot represents the result from an individual experiment. Statistical analysis was performed by one-way ANOVA with Bonferroni&#x2019;s correction; ****p &lt; 0.0001; ns, non-significant. <bold>(B)</bold> BMDMs were infected with the indicated WT, <italic>&#x394;nsm, &#x394;ist</italic> and double deletion ME49 and RH strains and na&#xef;ve T57 CD8 T cells IFN&#x3b3; responses were analyzed. Plotted is the average +SD of 5 experiments. Statistical analysis was performed using a Kruskal-Wallis and <italic>post-hoc</italic> Dunn&#x2019;s test comparing the parental to deletion strains; ns non-significant.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1130965-g003.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>A minor QTL peak on <italic>T. gondii</italic> chromosome X identifies a group of dense granules that regulate host CD8 T cell IFN&#x3b3; responses</title>
<p>The genetic marker 42.m03493_at7 that corresponds to PEAK1 is within the gene encoding the <italic>T. gondii</italic> dense granule GRA35. GRA35 was previously identified as an NLRP1 inflammasome activator in <italic>T. gondii</italic> infections of Lewis rat macrophages (<xref ref-type="bibr" rid="B113">Wang et&#xa0;al., 2019</xref>). GRA35 localizes to the PVM with the aid of GRA42 and GRA43 and remains in PV lumen in their absence (<xref ref-type="bibr" rid="B113">Wang et&#xa0;al., 2019</xref>). Therefore, all three dense granules were analyzed and the T57 IFN&#x3b3; response to <italic>&#x394;gra35</italic>, <italic>&#x394;gra42</italic>, and <italic>&#x394;gra43</italic> deletion strains was measured as before. Compared to the parental RH strain, CD8 T cell IFN&#x3b3; responses were slightly elevated to BMDMs infected with RH <italic>&#x394;gra35</italic> and RH <italic>&#x394;gra42</italic> strains, but significant differences were only observed in response to RH <italic>&#x394;gra43</italic> infections (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). A similar trend was observed in the type II ME49 genetic background, but none of the differences between deletion and wildtype strains were of statistical significance (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). Given the relatively small effect that GRA35 had on the phenotype, we did not pursue the generation of complementation strains to address whether GRA35 is a ROCTR accounting for some of the strain-differences in the T57 IFN&#x3b3; response. Regardless, the upstream regulator of GRA35, GRA43, seems important for modulating the T57 IFN&#x3b3; response to <italic>T. gondii</italic>.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>
<italic>Toxoplasma gondii</italic> GRA43 regulates TGD057-specific CD8 T cell IFN&#x3b3; responses to parasite-infected BMDMs. BMDMs were infected with WT, <italic>&#x394;gra35</italic>, <italic>&#x394;gra42</italic>, or <italic>&#x394;gra43 T. gondii</italic> strains as indicated and the na&#xef;ve T57 CD8 T cell IFN&#x3b3; response was measured. Average +SD of 3-4 experiments is plotted; each dot represents the result from an individual experiment. Statistical analysis was performed using a Kruskal-Wallis and <italic>post-hoc</italic> Dunn&#x2019;s test comparing the parental to deletion strains, only significant values are shown; *p &#x2264; 0.05.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1130965-g004.tif"/>
</fig>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>ASP5 and GRA43 do not impact PV localization nor processing of TGD057</title>
<p>Collectively, our data suggests that when removing members of the parasite&#x2019;s PVM-targeting pathway, including the Golgi-resident protein aspartyl protease, ASP5 (<xref ref-type="bibr" rid="B21">Coffey et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B45">Hammoudi et&#xa0;al., 2015</xref>) and GRA43 (<xref ref-type="bibr" rid="B113">Wang et&#xa0;al., 2019</xref>), the host CD8 T cell IFN&#x3b3; response increases (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). It has also been demonstrated for the PV-associated antigen, GRA6, that PVM targeting increases access into the host&#x2019;s MHC I antigen processing pathway (<xref ref-type="bibr" rid="B64">Lopez et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B49">Jensen, 2016</xref>). Hence, we tested whether ASP5 or GRA43 affect where TGD057 localizes within the PV. Thus far, the Blanchard and Yap groups and our studies have shown through immunofluorescence assays (IFA) and/or differential centrifugation techniques that TGD057 is a PV resident protein within the PV lumen (<xref ref-type="bibr" rid="B64">Lopez et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>) and within insoluble structural elements of the tachyzoite (<xref ref-type="bibr" rid="B115">Wilson et&#xa0;al., 2010</xref>). Here, the localization of TGD057 in <italic>&#x394;asp5</italic> and <italic>&#x394;gra43 T. gondii</italic> strains was investigated. TGD057 was detected with a rabbit polyclonal &#x3b1;-TGD057 and the PVM and dense granules were marked by &#x3b1;-GRA5. RH <italic>&#x394;gra43</italic> expresses GFP hence GRA5 was not assessed in this strain. Regardless, TGD057 appeared as puncta and was distributed throughout the PV and tachyzoite in all strain types analyzed, irrespective of whether they are stimulatory (ME49, ME49 <italic>&#x394;asp5</italic>, RH <italic>&#x394;gra43</italic>) or not (RH, RH <italic>&#x394;asp5</italic>) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). These results imply GRA43 and ASP5 regulate T57 IFN&#x3b3; responses independently of where TGD057 localizes within the vacuole.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>ASP5 and GRA43 do not impact PV localization nor processing of TGD057. <bold>(A)</bold> Human foreskin fibroblasts were infected with the indicated <italic>T. gondii</italic> strains. After 16 hours of infection, the samples were fixed and visualized by immunofluorescence. TGD057 was detected with a rabbit polyclonal &#x3b1;-TGD057 antibody, visualized in red for all strains. The PV is indicated by the PVM integral and PV luminal dense granule GRA5, visualized in green for all strains except RH <italic>&#x394;gra43</italic> which is GFP+. A representative immunofluorescence image from 2 experiments is shown. <bold>(B)</bold> TGD057 from lysates of <italic>T. gondii</italic> parental and <italic>&#x394;asp5</italic> strains were detected by western blot analysis using an &#x3b1;-TGD057 polyclonal antibody. TGD057 is 18 kDa. Representative blot of two experiments is shown. Asterisks indicate 13 kDa (**) and 5 kDa (*) regions on the gel that would correspond to the predicted peptide fragment sizes generated if ASP5 cleaved TGD057 at its putative TEXEL sequence but was not observed.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1130965-g005.tif"/>
</fig>
<p>Protein export from the PV is dependent on the parasite&#x2019;s Golgi protease ASP5 (<xref ref-type="bibr" rid="B21">Coffey et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B45">Hammoudi et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B23">Curt-Varesano et&#xa0;al., 2016</xref>) and the MYR1 PVM-associated translocation machinery (<xref ref-type="bibr" rid="B32">Franco et&#xa0;al., 2016</xref>). As noted above, while this machinery was dispensable for T57 IFN&#x3b3; response induction, ME49 <italic>&#x394;asp5</italic> elicited a much greater response compared to its parental control (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>). We previously noted that TGD057 possesses a TEXEL motif and argued from the literature that TGD057 bore no evidence for ASP5-mediated cleavage to assist antigen processing (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>). To test this, we performed a simple western blot comparing wildtype and <italic>&#x394;asp5</italic> strains using the polyclonal &#x3b1;-TGD057 which recognizes both an N- and C-terminal peptide sequence flanking the putative ASP5 cleavage site of TGD057 (personal communication, Nicolas Blanchard, INSERM). Consistent with initial characterizations of this protein (<xref ref-type="bibr" rid="B112">Wan et&#xa0;al., 2004</xref>), TGD057 migrates at the expected size of 18 kDa. Furthermore, no peptide fragments of 5 and 13 kDa were observed, which would be generated if TGD057 were to be cleaved at its putative TEXEL sequence, nor did the signal intensity of TGD057 change in <italic>&#x394;asp5</italic> relative to parental strains (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>, not shown). In summary, the role for ASP5 and GRA43 in this system is not to process nor localize TGD057 within the PV. Instead, their ability to target dense granules to the PVM may assist the localization of unidentified ROCTRs to the PVM, or regulate the PVM integrity, thereby controlling CD8 T cell activation phenotypes.</p>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>Polymorphic ROP16 regulates the early IFN&#x3b3; transcriptional response of CD8 T cells</title>
<p>Following initial T cell receptor (TCR) stimulation by antigens (also known as &#x2018;signal 1&#x2019;), early activated T cells require additional signals including co-stimulation (&#x2018;signal 2&#x2019;) and soluble factors (&#x2018;signal 3&#x2019;) to initiate the production of cytokines like IFN&#x3b3;. Since ROCTRs may potentially intersect each of these steps and to assist genetic mapping, CD8 T cell IFN&#x3b3; differentiation was measured at an earlier stage and disentangled from phenotypes associated with T cell activation using T-GREAT CD8 T cells. T-GREAT mice encode the same T57 TCR and report IFN&#x3b3; transcription by YFP fluorescence as measured by flow cytometry, which can be detected as early as 14-18 hours after activation by parasite-infected BMDMs (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>). Importantly, <italic>Ifng</italic> transcription can be measured independently of CD69 expression, which is a proxy for early TCR signaling events mediated by MHC antigen presentation (<xref ref-type="bibr" rid="B17">Cebri&#xe1;n et&#xa0;al., 1988</xref>) and TGD057 release from the vacuole. Therefore, T-GREAT cells were used to distinguish between <italic>T. gondii</italic> ROCTRs that may regulate activation (i.e. CD69+) from those that regulate differentiation (<italic>Ifng&#xa0;:</italic> YFP+) of CD8 T cells. Na&#xef;ve T-GREAT cells predominately express CD62L, which promotes lymphocyte homing to secondary lymphoid organs (<xref ref-type="bibr" rid="B102">Steeber et&#xa0;al., 1996</xref>), and do not express CD69, which retains activated cells within the secondary lymph organs by antagonizing S1PR1 (<xref ref-type="bibr" rid="B96">Shiow et&#xa0;al., 2006</xref>) (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). In contrast, at 14 hours of co-culture with infected BMDMs, T-GREAT cells significantly upregulate CD69 and downregulate CD62L, which occur more readily in response to type II compared to type I strains (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6A</bold>
</xref>, <xref ref-type="supplementary-material" rid="SF6">
<bold>S6A</bold>
</xref>). Type II strains are also better at inducing the early <italic>Ifng</italic> transcriptional response which is mainly observed in the fully activated CD69+ CD62L- subset compared to the CD69+ CD62L+ or CD69- CD62L+ populations of T-GREAT cells (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6B</bold>
</xref>, <xref ref-type="supplementary-material" rid="SF6">
<bold>S6B</bold>
</xref>, not shown). Hence, the frequency of CD69+ CD62L- T-GREAT cells (<xref ref-type="supplementary-material" rid="SF6">
<bold>Figure S6A</bold>
</xref>) and <italic>Ifng :</italic> YFP+ among activated CD69+ CD62L- T-GREAT cells (<xref ref-type="supplementary-material" rid="SF6">
<bold>Figure S6B</bold>
</xref>) were measured in response to F1 progeny of the IxII cross and genetic mapping was performed. Although QTLs with an LOD &gt; 2 were not found for the CD69+ T-GREAT activation phenotype, two peaks were identified for the <italic>Ifng :</italic> YFP+ phenotype, including a small QTL with the same boundaries as PEAK1 identified for the T57 IFN&#x3b3; response at 48 hours (TGME49_chrX:1383691-1802907), and a second QTL observed on chromosome VIIb-VIII (&#x201c;PEAK4&#x201d;, TGME49_chrVIIb-VIII: 796459-2341638) (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6C</bold>
</xref>). Importantly, covariate analysis revealed that PEAK4 is significant with an LOD = 4. 1 (additive-QTL, p &lt; 0.05). No evidence is inferred for epistatic interactions between PEAK4 and PEAK1 (<xref ref-type="supplementary-material" rid="SF2">
<bold>Figure S2B</bold>
</xref>). Effect plots reveal that type I, compared to type II alleles, for both QTLs correlate with lower <italic>Ifng</italic> transcriptional responses of T-GREAT cells (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6D</bold>
</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Genetic mapping identifies ROP16 as a modulator of the early <italic>Ifng</italic> transcriptional response of activated CD8 T cells. <bold>(A)</bold> Na&#xef;ve T-GREAT CD8 T cells were co-cultured with BMDMs or BMDMs infected with the indicated type II Pru or type I RH <italic>T. gondii</italic> strains. At 14 hours, CD3+ CD8+ T-GREAT cells were analyzed for expression of CD62L and CD69 by flow cytometry. Representative dot plots are shown (N = 10 experiments); numbers are the frequency of CD3+ CD8+ T GREAT cells that fall within the indicated gates. <bold>(B)</bold> Representative dot plots (N = 9 experiments) indicate the frequency of CD3+ CD8+ T-GREAT cells that express the <italic>Ifng :</italic> YFP reporter. Following activation, na&#xef;ve T cells (CD62L+ CD69-) first upregulate CD69 (CD69+ CD62L+) and then shed CD62L from their surface (CD69+ CD62L-); numbers are the frequency of YFP+ cells that fall within the depicted gates at the various stages of activation. <bold>(C)</bold> QTL analysis was performed for the following phenotypes: frequency of activated (% CD69+ CD62L-) T-GREAT CD8+ T cells (blue line), and frequency of <italic>Ifng</italic> transcript positive cells among the activated subset of T-GREAT CD8+ T cells (% <italic>Ifng :</italic> YFP+ of CD69+ CD62L-) (black line) following 14 hours of co-culture with F1 IxII progeny. Covariate QTL analysis for the % <italic>Ifng :</italic> YFP+ phenotype is also shown (red line), which returned a significant QTL surpassing genome wide permutation testing (p = 0.05, dashed red line). Threshold values for the primary scan of the % <italic>Ifng :</italic> YFP+ phenotype are also indicated (p = 0.05 black dashed line), which did not return a significant QTL. <bold>(D)</bold> Allelic effect plots for the genetic markers corresponding to PEAKS 1 and 4, are shown. The frequency of <italic>Ifng :</italic> YFP+ cells among total CD69+ CD62L- CD8+ T-GREAT cells is shown. Each dot represents the value obtained for individual F1 IxII parasite strains. <bold>(E)</bold> Frequency of <italic>Ifng :</italic> YFP+ cells among total CD69+ CD62L- CD8+ T-GREAT cells following 14-18 hours of co-culture with BMDMs infected with the indicated parasite strains. Each symbol represents the result from an independent experiment and multiple MOIs were assessed for RH, Pru and Pru+<italic>ROP16<sub>I</sub> T. gondii</italic> strains, the latter of which expresses the type I <italic>ROP16</italic> allele as a transgene. Statistical analysis was performed with two-way ANOVA with Bonferroni&#x2019;s correction; ****p &lt;0.0001,  ***p &lt; 0.001, **p &lt; 0.01, *p &lt; 0.05, ns, non-significant. Pru is significantly different from RH at each MOI; p &lt; 0.001, not indicated on plot.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1130965-g006.tif"/>
</fig>
<p>PEAK4 encompasses a large 1.54 Mb region of 208 genes, with several putative dense granules and rhoptry proteins as ROCTR candidates, including polymorphic ROP16 (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Type I and III alleles of ROP16 are known to induce the alternative activation (M2) program of infected BMDMs (<xref ref-type="bibr" rid="B52">Jensen et&#xa0;al., 2011</xref>) and can inhibit CD8 T cell expansion and IFN&#x3b3; production <italic>in vivo</italic> (<xref ref-type="bibr" rid="B111">Tuladhar et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B19">Chen et&#xa0;al., 2020</xref>) and <italic>in vitro</italic> (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>). Importantly, a single polymorphism in the ligand binding domain renders the type II allele unable to maintain STAT6 and STAT3 (<xref ref-type="bibr" rid="B119">Yamamoto et&#xa0;al., 2009</xref>). Therefore, we hypothesized that ROP16 is the ROCTR associated with the PEAK4 QTL. A type II Pru strain expressing the <italic>ROP16<sub>I</sub>
</italic> allele from the type I strain (Pru+<italic>ROP16<sub>I</sub>
</italic>) was analyzed, as it induces M2 BMDMs and activates the aforementioned STATs to regulate a variety of immune-related genes (<xref ref-type="bibr" rid="B92">Saeij et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B52">Jensen et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B51">Jensen et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B19">Chen et&#xa0;al., 2020</xref>). In this system, ROP16 mediates an MOI-dependent effect on the early T-GREAT <italic>Ifng</italic> transcriptional response to <italic>T. gondii</italic> (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6E</bold>
</xref>). At higher MOIs the <italic>Ifng</italic> transcriptional response is decreased by Pru+<italic>ROP16<sub>I</sub>
</italic>, particularly at MOI 2.4, to levels that resemble those induced by the type I RH strain. In contrast, no discrepancy is observed between Pru+<italic>ROP16<sub>I</sub>
</italic> and its parental strain at lower MOIs of 0.6 and 0.2. Whether the MOI-dependent effect of ROP16 diminishes the phenotype-genotype correlation at PEAK4 is unclear. However, these results are consistent with our previous observations that Pru+<italic>ROP16<sub>I</sub>
</italic> reduces IFN&#x3b3; secretion by T57 cells at 48 hours (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>
<italic>Toxoplasma gondii</italic> is considered a successful parasite because it can infect nearly all warm-blooded vertebrates. To accommodate this broad host range, the parasite co-evolves with its host to be able to modulate host immune responses. Among various host immune cells, CD8 T cells are critical for the elimination of parasites. Therefore, we hypothesized the existence of <italic>T. gondii</italic> virulence factors, or ROCTRs, responsible for strain-specific differences in inducing CD8 T cell responses to infection. Broadly, the identity of ROCTR would help us better understand how <italic>T. gondii</italic> can survive in a variety of hosts that it infects.</p>
<p>The search for ROCTR was underpinned by our earlier analysis of CD8 T cell IFN&#x3b3; responses to multiple atypical (haplogroups IV-X), Eurasian (types I, II, III) and North American strains (haplogroups XI-XII), which revealed only clade A strains (type I, haplogroups VI and VII) were low inducers of T57 CD8 IFN&#x3b3; production (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>). To identify ROCTR, we performed QTL analysis using progeny from three separate genetic crosses between the clonal lineage strains and made gene deletions or screened transgenic parasites for selected ROCTR candidate genes, representing an analysis of 120 strains in this system (<xref ref-type="supplementary-material" rid="SF7">
<bold>Table S1</bold>
</xref>). Analyzing the T57 IFN&#x3b3; response at 48 hours, three QTLs of small effect on <italic>T. gondii</italic> chromosomes X and XII were revealed by F1 progeny from the IxII cross, that were not corroborated by an analysis of F1 progeny from the IIxIII and IxIII genetic crosses. Consequently, we propose there are multiple polymorphic ROCTRs, each with small effect, that possibly account for the clade A-specific strain-differences in CD8 T cell IFN&#x3b3; production. We also believe our search for ROCTR was inhibited by the complexity of the phenotype measured&#x2014;the CD8 T cell IFN&#x3b3; response&#x2014;which requires intricate host processes related to MHC I antigen presentation, co-stimulation by co-receptors and ligands, and differentiation steps, each of which may be intersected by parasite effectors. Indeed, multiple dense granules and rhoptry proteins have been shown to modulate CD8 T cell activation, including but not limited to GRAs -2, -3, -4, -6, -7, -15, -24 and ROPs -5, -16, -18 (<xref ref-type="bibr" rid="B118">Yamamoto et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B64">Lopez et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B89">Rommereim et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B19">Chen et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>).</p>
<p>Therefore, to refine genetic mapping we decided to reassess CD8 T cell differentiation at an earlier time point following activation using the <italic>Ifng :</italic> YFP reporter T-GREAT system, which revealed ROP16 as a ROCTR. These results are consistent with reports from other laboratories which similarly found that ROP16 thwarts full expansion of TGD057-specific cells <italic>in vivo</italic> (<xref ref-type="bibr" rid="B111">Tuladhar et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B19">Chen et&#xa0;al., 2020</xref>). Type I and III alleles of ROP16 regulate over 900 genes in infected BMDMs, many of which can potentially repress T cell responses including ROP16-dependent induction of co-inhibitory receptors (PD-L1, PD-L2), and the suppression of cytokines (IL-12, IL-23) and co-stimulatory receptors (CD70) (<xref ref-type="bibr" rid="B52">Jensen et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B51">Jensen et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B19">Chen et&#xa0;al., 2020</xref>). The MOI-dependent effect may indicate that multiple ROP16-induced immune genes only work at higher concentrations or expression levels in the infected macrophage. Moreover, given the MOI-dependent effect of ROP16, other parasite genes that enhance parasite survival in this co-culture system may assist <italic>T. gondii</italic>-specific regulation. Recently, the PEAK1 candidate, GRA35, was reported to promote parasite survival in IFN&#x3b3;-stimulated human HFFs in a type II allele dependent fashion (<xref ref-type="bibr" rid="B63">Lockyer et&#xa0;al., 2022</xref>). Similarly, ROP39, which is also encoded within the PEAK4 QTL and is highly polymorphic (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), was recently described as a virulence factor that antagonizes mouse Irgb10 (<xref ref-type="bibr" rid="B101">Singh et&#xa0;al., 2023</xref>). We have not explored the allelic impact of ROP39 and GRA35 in our system, but their polymorphisms may intersect the early <italic>Ifng</italic> transcriptional response of CD8 T cells, either through promoting parasite survival in this context or regulating an unknown pathway that mediates this phenotype.</p>
<p>Although we were unable to leverage our genetic mapping to identify other ROCTRs, several observations were made along the way that hint at their potential function and the overall requirements for na&#xef;ve CD8 T cell differentiation to become IFN&#x3b3; producers. First, clues as to where ROCTRs might function come from studies of parasites that are defective in the PVM-targeting pathway of dense granules. The PVM targeting factor, GRA43, had a significant effect at repressing T57 IFN&#x3b3; production (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). Similarly, ASP5 represses CD8 T cell IFN&#x3b3; responses when expressed in the ME49 but not RH backgrounds (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>). As both ASP5 and GRA43 have PVM-targeting functions for various GRAs (<xref ref-type="bibr" rid="B21">Coffey et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B45">Hammoudi et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B113">Wang et&#xa0;al., 2019</xref>), we hypothesize they may regulate the CD8 T cell response by either, 1) shuttling ROCTRs to the PVM where they interact with the host cell compartments, and/or, by 2) modulating the localization of PVM-targeted proteins that maintain PVM integrity.</p>
<p>Second, our interrogation of the chromosome X PEAK2, led us to test the role of RIPK3 in CD8 T cell responses. We were intrigued by the possibility that TgNSM, whose function includes the inhibition of necroptosis and the repression of a select number of IFN-stimulated genes (<xref ref-type="bibr" rid="B90">Rosenberg and Sibley, 2021</xref>), was the ROCTR underpinning PEAK2. However, the function of this dense granule requires protein export <italic>via</italic> the MYR1 translocon machinery (<xref ref-type="bibr" rid="B90">Rosenberg and Sibley, 2021</xref>) and T57 IFN&#x3b3; responses are <italic>independent</italic> of MYR1 (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>). Hence, it is perhaps not surprising that conclusive evidence was lacking for TgNSM or the related TgIST in regulating this phenotype. In contrast, macrophage expression of RIPK3 was found to be absolutely required for CD8 T cell IFN&#x3b3; production to <italic>T. gondii</italic> (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). It is well established that necrotic cell death is a potent inducer of T cell responses (<xref ref-type="bibr" rid="B34">Gallucci et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B95">Shi et&#xa0;al., 2000</xref>) and RIPK3-dependent necroptosis is especially effective for eliciting anti-tumor immunity [reviewed in (<xref ref-type="bibr" rid="B1">Aaes and Vandenabeele, 2021</xref>)]. Such immunogenicity has been linked to the release of damage associated molecular patterns (DAMPs), primarily those of ATP (<xref ref-type="bibr" rid="B28">Elliott et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B69">Michaud et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B66">Martins et&#xa0;al., 2014</xref>) and HMGB1 (<xref ref-type="bibr" rid="B3">Apetoh et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B120">Yamazaki et&#xa0;al., 2014</xref>), but also the surface expression of calreticulin (<xref ref-type="bibr" rid="B77">Obeid et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B65">Martins et&#xa0;al., 2011</xref>). In some models of RIPK3-mediated immunogenicity, it is the &#x2018;necrosome&#x2019;-induced NFKB-dependent cytokine release that promotes optimal CD8 T cell cytolytic responses (<xref ref-type="bibr" rid="B121">Yatim et&#xa0;al., 2015</xref>). In mouse models of <italic>T. gondii</italic> infection, RIPK3 promotes certain aspects of small intestinal pathology that occurs following oral infection and clearance of tissue cysts during chronic infection (<xref ref-type="bibr" rid="B18">Cervantes Patrick et&#xa0;al., 2021</xref>), processes that are driven by T cell immunity (<xref ref-type="bibr" rid="B60">Liesenfeld et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B107">Suzuki, 2020</xref>). Therefore, RIPK3 is likely involved in shaping adaptive immune responses to <italic>T. gondii</italic>, as directly measured here.</p>
<p>Third, we analyzed a set of previously uncharacterized of NTPases on chromosome XII, whose locus underwent a significant truncation in the RH strain (<xref ref-type="supplementary-material" rid="SF5">
<bold>Figure S5</bold>
</xref>). We speculated that parasite NTPases might modulate T cell function through scavenging and hydrolysis of ATP, including inhibiting of inflammasome activation. Extracellular ATP (eATP) induces signaling through P2X7 receptors (P2X7R), leading to potassium (K+) efflux and NLRP3 inflammasome activation (<xref ref-type="bibr" rid="B53">Jo et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B2">Amores-Iniesta et&#xa0;al., 2017</xref>). Exogenous ADP has also been shown to mediate NLRP3 inflammasome activation through P2Y2 purinergic receptors (<xref ref-type="bibr" rid="B7">Baron et&#xa0;al., 2015</xref>), host receptors which were not explored here. In addition, depletion of cytosolic ATP by <italic>T. gondii</italic>, as previously shown for the related NTPase I (<xref ref-type="bibr" rid="B78">Olias et&#xa0;al., 2016</xref>), could potentially thwart NLR-oligomerization and inflammasome activation which is an ATP-dependent process (<xref ref-type="bibr" rid="B26">Duncan et&#xa0;al., 2007</xref>). Putative modulation of NLRP3 activity by the chromosome XII NTPases would coincide with our previous finding that an NLRP-dependent pathway is required for the commitment of activated CD8 T cells to differentiate into IFN&#x3b3;-producing cells (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>). However, we found no evidence to support this hypothesis. Whether the expansion of parasite GDA1/CD39 family of ecto-ATPases has masked the specific effect 278878 and 278882 NTPases in our system is unknown. Expression of CD39 ecto-ATPases are determinants of cancer immune evasion (<xref ref-type="bibr" rid="B70">Michaud et&#xa0;al., 2012</xref>), and T cells themselves are modulated by eATP (<xref ref-type="bibr" rid="B12">Borges da Silva et&#xa0;al., 2018</xref>), hence it remains an outstanding question as to what role, if any, does the collective activity of all the <italic>T. gondii</italic> CD39 ecto-ATPases play in immune modulation.</p>
<p>Finally, our results can rule out certain mechanisms that may account for strain-differences in manipulating the na&#xef;ve CD8 T cell IFN&#x3b3; response. First, any distinguishing feature between RH and GT1 type I strains, which are divergent in terms of the rate of parasite replication and extracellular survival, and immune evasion during a secondary infection (<xref ref-type="bibr" rid="B50">Jensen et&#xa0;al., 2015</xref>), are likely to be uninvolved. Second, our genetic mapping fails to identify even weak QTLs at the <italic>ROP5</italic> and <italic>TGD057</italic> loci. This was expected for <italic>TGD057</italic> as this gene is conserved between clonal lineage strains, but <italic>ROP5</italic> is a highly duplicated and polymorphic locus (<xref ref-type="bibr" rid="B117">Xia et&#xa0;al., 2021</xref>) that accounts for parasite strain-differences in mouse virulence (<xref ref-type="bibr" rid="B9">Behnke et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B86">Reese et&#xa0;al., 2011</xref>). Previously, we demonstrated that <italic>&#x394;rop5</italic> strains complemented with avirulent type I and II <italic>ROP5A</italic> alleles, which are unable to antagonize known effector IRGs (<xref ref-type="bibr" rid="B46">Howard et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B85">Reese et&#xa0;al., 2014</xref>), were able to equally inhibit the CD8 T cell IFN&#x3b3; response compared to the wildtype type I strain (<xref ref-type="bibr" rid="B58">Kongsomboonvech et&#xa0;al., 2020</xref>). This finding is consistent with our QTL mapping data and suggests that all <italic>ROP5</italic> alleles are functional repressors of CD8 T cell activation, but likely require assistance from another genetic determinant within the type I genetic background to perform its function. Perhaps ROP5A, which currently has no known function or interacting partner, requires an unidentified ROCTR to effectively inhibit MHC I antigen presentation, thereby thwarting CD8 T cell IFN&#x3b3; responses.</p>
<p>In summary, the CD8 T cell IFN&#x3b3; response to <italic>T. gondii</italic> infections is a complex phenotype that is the derivative of multiple processes, including antigen presentation, CD8 T cell activation, and differentiation. To avoid being eliminated by host cytotoxic CD8 T cells and ensure its survival, it is possible <italic>T. gondii</italic> manipulates all or one of the steps required for this response, likely through ROCTRs, as well as maintain its intact PV. We hypothesize that multiple ROCTRs may intersect these pathways, providing insights to novel host-parasite interactions that control CD8 T cell immunity.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SF1"><bold>Supplementary Material</bold></xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>All animal protocols were reviewed and approved by UC Merced&#x2019;s Committee on Institutional Animal Care and Use Committee (AUP 20-0015). All mouse work was performed in accordance to the Guide to the Care and Use of Laboratory Animals of the National Institutes of Health and the Animal Welfare Act (assurance number A4561-1).</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>Conceptualization: AK, LL, KJ. Formal analysis: AK, LL, KJ. Funding acquisition: KJ. Investigation: AK, LL, FN, FR, SS, KJ. Methodology: AK, LL, FN, FR, SS, KJ. Project administration: AK, LL, KJ. Resources: AR, KJ. Supervision: KJ. Validation: AK, LL, FN, FR, KJ. Visualization: AK, LL, FN, FR, KJ. Writing &#x2013; original draft: AK, KJ. Writing &#x2013; review &amp; editing: AK, LL, FN, KJ. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The research was supported by the National Institutes of Health (NIH) 1R15AI131027 as well as a Hellman&#x2019;s Fellow awarded to KJ. AK acknowledges the UC Merced School of Natural Sciences Distinguished Scholars Fellowship and the UC President&#x2019;s Dissertation Year Fellowship. LL acknowledges the Miguel Velez Fellowship from UC Merced&#x2019;s Graduate Division. FR acknowledges a University of California&#x2019;s Leadership Excellence through Advanced Degrees (UC LEADS) undergraduate fellowship and an NIH opportunity supplement accompanying NIH R15AI131027.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We would like to thank the Jeroen Saeij and Yifan Wang (University of California, Davis) for all F1 IIxIII <italic>T. gondii</italic> strains, as well as RH <italic>&#x394;gra35</italic>, RH <italic>&#x394;gra42</italic>, RH <italic>&#x394;gra43</italic>, ME49 <italic>&#x394;gra35</italic>, ME49 <italic>&#x394;gra42</italic>, and ME49 <italic>&#x394;gra43</italic> strains. We would like to thank David Sibley (Washington University, St. Louis) for providing SF14, SF28, SF34, SF46 (F1 IxII <italic>T. gondii</italic> strains) and ME49 <italic>&#x394;nsm</italic>, ME49 <italic>&#x394;ist</italic>, ME49 <italic>&#x394;nsm &#x394;ist</italic> parasite strains. We also thank Nicolas Blanchard (INSERM, Toulouse) for the rabbit polyclonal anti-TGD057 serum. We also thank David Gravano and the UC Merced Stem Cell Instrumentation Foundry for their assistance designing panels and help with flow cytometry.</p>
</ack>
<sec id="s9" 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="s10" 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>
</sec>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fcimb.2023.1130965/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcimb.2023.1130965/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Image_1.tif" id="SF1" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;1</label>
<caption>
<p>TGD057-specific CD8 T cell IFN&#x3b3; responses to individual <italic>Toxoplasma gondii</italic> F1 progeny of the type I x type II cross. TGD057-specific CD8 T cell responses to <italic>T. gondii</italic>-infected BMDMs were assayed, as previously described in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>, with F1 progeny of the type I x II cross (F1 IxII). The IFN&#x3b3; concentration at 48 hours was measured by ELISA and normalized to that of the type II strain. Average of 2-5 experiments +SD is plotted for each strain and values are indicated above the bar graphs; each dot represents the result from an individual experiment.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_2.tif" id="SF2" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;2</label>
<caption>
<p>A two-dimensional (2D) QTL genome-wide scan does not detect interactive effects between loci associated with CD8 T cell IFN&#x3b3; responses to <italic>T. gondii</italic> infections. <bold>(A)</bold> 2D QTL analysis of T57 IFN&#x3b3; secretion at 48 hours to <italic>T. gondii</italic> F1 IxII infections. The selected <italic>T. gondii</italic> chromosomes are labeled on both axes. The LOD scores in the 2D plot are represented on a color scale indicated on the right. The LOD score scale from 0 to 4.2 corresponds to the upper left triangle which compares the full two-locus or &#x201c;interactive QTL&#x201d; model, in which all possible combinations of two markers are calculated for epistasis, to an additive-QTL model. The LOD score scale from 0 to 4.8 corresponds to the lower right triangle of the 2D plot, which compares the two-locus to a single-locus QTL model. No two pairs of loci in the two-locus model surpass a p-value of p = 0.1 (LOD &gt; 8), and no advantage is gained over a single-QTL or additive-QTL model (R/qtl). <bold>(B)</bold> As in <bold>(A)</bold>, but 2D QTL analysis of the <italic>Ifng :</italic> YFP+ frequency of CD69+ CD62L- T-GREAT T cells at 14 hours of co-culture with F1 IxII infectioned BMDMs is plotted. No two pairs of loci in the two-locus model surpass a p-value of p = 0.1, and no advantage is gained over a single-QTL or additive-QTL model (R/qtl).</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_3.tif" id="SF3" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;3</label>
<caption>
<p>Genetic linkage analysis of TGD057-specific CD8 T cell IFN&#x3b3; responses to <italic>Toxoplasma gondii</italic> F1 progeny of the type I x III cross reveals no significant QTLs. <bold>(A)</bold> T57 CD8 T cell IFN&#x3b3; responses to BMDM infections with F1 IxIII <italic>T. gondii</italic> strains were measured as previously described in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref> and normalized to that induced by the type III CEP strain. The normalized values are indicated above the bar graphs. Average of 2 experiments +SD are shown, each dot represents the results from one experiment. <bold>(B)</bold> A genome-wide QTL scan of the CD8 T cell IFN&#x3b3; response to F1 IxIII <italic>T. gondii</italic>-infected BMDMs was performed. The running LOD score for each genetic marker is shown; <italic>T. gondii</italic> chromosomes are indicated. Significant threshold LOD values of p = 0.05 and p = 0.10 following 1,000 permutations are indicated in red and black, respectively.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_4.tif" id="SF4" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;4</label>
<caption>
<p>Genetic linkage analysis of TGD057-specific CD8 T cell IFN&#x3b3; responses to <italic>Toxoplasma gondii</italic> F1 progeny of the type II x III cross reveals no significant QTLs. <bold>(A)</bold> F1 IIxIII <italic>T. gondii</italic> strains were assayed for T57 CD8 T cell IFN&#x3b3; responses as described in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>. Plotted is the average IFN&#x3b3; concentration in the supernatant at 48h post addition of T57 CD8 T cells +SD of 3 technical replicates from a single experiment. <bold>(B)</bold> A genome-wide QTL scan of the CD8 T cell IFN&#x3b3; response to F1 IIxIII <italic>T. gondii</italic> BMDM infections was performed and the running LOD score for each <italic>T. gondii</italic> genetic marker is shown. The significant threshold LOD values of p = 0.05 and p = 0.10 following 1,000 permutations are indicated in red and black, respectively.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_5.tif" id="SF5" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;5</label>
<caption>
<p>A large-scale deletion occurred in the NTPase locus of the RH genetic background. <bold>(A)</bold> Schematic of the NTPase locus encoding the genes <italic>TG_278878</italic> and <italic>TG_27888</italic>2 in the ME49 (type II), GT1 and RH (type I) genetic backgrounds. <italic>TGRH88_065000</italic> and <italic>TGRH88_064900</italic> are syntenic to <italic>TG_278878</italic> and <italic>TG_278882</italic>, respectively. The RH genome (GCA_013099955.1) reveals a 4.5 Kb deletion occurred at this locus, in which the 3&#x2019; end of exon 4 for <italic>TG_278878</italic> experienced a 338 bp truncation and was then fused to a <italic>TG_278882</italic> gene missing 1.2 Kb of the 5&#x2019; end of exon 1. The fusion event is indicated by dashed lines. <bold>(B)</bold> PCR results obtained with the indicated primers in <bold>(A)</bold>, confirms this deletion within RH <italic>&#x394;ku80 &#x394;hxgpr</italic>t, but not GT1 and ME49 <italic>&#x394;hxgpr</italic>t parasite strains.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_6.tif" id="SF6" mimetype="image/tiff">
<label>Supplementary Figure&#xa0;6</label>
<caption>
<p>CD69 and <italic>Ifng</italic> expression profiles of T-GREAT CD8 T cells in response to individual <italic>Toxoplasma gondii</italic> F1 progeny of the type I x type II cross. <bold>(A)</bold> TGD057-specific T-GREAT CD8+ T cell responses to <italic>T. gondii</italic>-infected BMDMs were assayed at 14 hours, as described in <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>, with F1 progeny of the type I x II cross (F1 IxII). Frequency of activated CD69+ CD62L- cells among total CD3+ CD8+ T-GREAT cells is plotted. <bold>(B)</bold> As in <bold>(A)</bold>, but the frequency of <italic>Ifng :</italic> YFP+ cells among total CD69+ CD62L- CD3+ CD8+ T-GREAT are shown. Results are from an individual experiment; values are indicated above the bar graphs.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.xlsx" id="SF7" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet">
<label>Supplementary Table&#xa0;1</label>
<caption>
<p>Parasite strains. The <italic>T. gondii</italic> strains used in this study are grouped in various categories: F1 IxII (F1 progeny of type I GT1 x type II sexual cross); F1 IIxIII (F1 progeny of type II x type III sexual cross); F1 IxIII (F1 progeny of type I x type III sexual cross); parental and gene edited parasites. Genotypes, alternative names, source, and primary references are indicated.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_2.xlsx" id="SF8" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet">
<label>Supplementary Table&#xa0;2</label>
<caption>
<p>Oligos and plasmids. Plasmids and the sequences of oligos used in this study, and their purposes are commented upon. Primary references are indicated.</p>
</caption>
</supplementary-material>
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