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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.2024.1392015</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>
<italic>Cryptococcus neoformans</italic> trehalose-6-phosphate synthase (tps1) promotes organ-specific virulence and fungal protection against multiple lines of host defenses</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Goughenour</surname>
<given-names>Kristie</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="fn001">
<sup>*</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Creech</surname>
<given-names>Arianna</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Jintao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>He</surname>
<given-names>Xiumiao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Hissong</surname>
<given-names>Rylan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Giamberardino</surname>
<given-names>Charles</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
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<contrib contrib-type="author">
<name>
<surname>Tenor</surname>
<given-names>Jennifer</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1223680"/>
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<contrib contrib-type="author">
<name>
<surname>Toffaletti</surname>
<given-names>Dena</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Perfect</surname>
<given-names>John</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Olszewski</surname>
<given-names>Michal</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>Research Service, Lieutenant Colonel Charles S. Kettles VA Medical Center</institution>, <addr-line>Ann Arbor, MI</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan</institution>, <addr-line>Ann Arbor, MI</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Division of Infectious Diseases, Department of Medicine, Duke University</institution>, <addr-line>Durham, NC</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Angie Gelli, University of California, Davis, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Carolina Firacative, Rosario University, Colombia</p>
<p>Camaron Hole, University of Tennessee Health Science Center (UTHSC), United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Kristie Goughenour, <email xlink:href="mailto:gkristie@umich.edu">gkristie@umich.edu</email>; Michal Olszewski, <email xlink:href="mailto:olszewsm@umich.edu">olszewsm@umich.edu</email>
</p>
</fn>
<fn fn-type="present-address" id="fn003">
<p>&#x2020;Present address: Xiumiao He, School of Marine Science and Biotechnology, Guangxi Minzu University, Nanning, China</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>05</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>14</volume>
<elocation-id>1392015</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>02</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>04</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Goughenour, Creech, Xu, He, Hissong, Giamberardino, Tenor, Toffaletti, Perfect and Olszewski</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Goughenour, Creech, Xu, He, Hissong, Giamberardino, Tenor, Toffaletti, Perfect and Olszewski</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Trehalose-6-phosphate synthase (TPS1) was identified as a virulence factor for <italic>Cryptococcus neoformans</italic> and a promising therapeutic target. This study reveals previously unknown roles of TPS1 in evasion of host defenses during pulmonary and disseminated phases of infection. In the pulmonary infection model, TPS1-deleted (<italic>tps1&#x394;</italic>) <italic>Cryptococci</italic> are rapidly cleared by mouse lungs whereas TPS1-sufficent WT (H99) and revertant (<italic>tps1&#x394;</italic>:<italic>TPS1</italic>) strains expand in the lungs and disseminate, causing 100% mortality. Rapid pulmonary clearance of <italic>tps1&#x394;</italic> mutant is T-cell independent and relies on its susceptibility to lung resident factors and innate immune factors, exemplified by <italic>tps1&#x394;</italic> but not H99 inhibition in a coculture with dispersed lung cells and its rapid clearance coinciding with innate leukocyte infiltration. In the disseminated model of infection, which bypasses initial lung&#x2013;fungus interactions, <italic>tps1&#x394;</italic> strain remains highly attenuated. Specifically, <italic>tps1&#x394;</italic> mutant is unable to colonize the lungs from the bloodstream or expand in spleens but is capable of crossing into the brain, where it remains controlled even in the absence of T cells. In contrast, strains H99 and <italic>tps1&#x394;:TPS1</italic> rapidly expand in all studied organs, leading to rapid death of the infected mice. Since the rapid pulmonary clearance of <italic>tps1&#x394;</italic> mutant resembles a response to acapsular strains, the effect of <italic>tps1</italic> deletion on capsule formation <italic>in vitro</italic> and <italic>in vivo</italic> was examined. <italic>Tps1&#x394;</italic> cryptococci form capsules but with a substantially reduced size. In conclusion, TPS1 is an important virulence factor, allowing <italic>C. neoformans</italic> evasion of resident pulmonary and innate defense mechanisms, most likely <italic>via</italic> its role in cryptococcal capsule formation.</p>
</abstract>
<kwd-group>
<kwd>
<italic>Cryptococcus</italic>
</kwd>
<kwd>trehalose</kwd>
<kwd>TPS1</kwd>
<kwd>capsule</kwd>
<kwd>pulmonary</kwd>
<kwd>disseminated</kwd>
</kwd-group>
<contract-num rid="cn001">I01BX000656, IK6BX003615&#x2010;01 , IK2BX006208</contract-num>
<contract-num rid="cn002">R01AI73896 , AI93257 , 5T32HL007749-27</contract-num>
<contract-num rid="cn003">CA-827199</contract-num>
<contract-sponsor id="cn001">U.S. Department of Veterans Affairs<named-content content-type="fundref-id">10.13039/100000738</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Foundation for the National Institutes of Health<named-content content-type="fundref-id">10.13039/100000009</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">American Lung Association<named-content content-type="fundref-id">10.13039/100002590</named-content>
</contract-sponsor>
<counts>
<fig-count count="7"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="55"/>
<page-count count="14"/>
<word-count count="7223"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Fungal Pathogenesis</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>
<italic>Cryptococcus neoformans</italic> is an ubiquitous environmental fungus and a major human fungal pathogen, causing an estimated 180,000 annual deaths (<xref ref-type="bibr" rid="B40">Rajasingham et&#xa0;al., 2017</xref>). <italic>Cryptococcus</italic> generally acts as an opportunistic pathogen, infecting those with immune deficiencies, especially defects in T-cell responses associated with HIV infections, immune-suppressive therapies, or other underlying causes (<xref ref-type="bibr" rid="B2">Baddley et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B40">Rajasingham et&#xa0;al., 2017</xref>). <italic>C. neoformans</italic> enters the host <italic>via</italic> the respiratory tract, and the ability of the fungi to survive in the lung environment is critical to the pathogen&#x2019;s success (<xref ref-type="bibr" rid="B27">May et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B3">Ballou and Johnston, 2017</xref>). Breaching pulmonary defenses enables <italic>C. neoformans</italic> to disseminate to the brain and result in the highly lethal cryptococcal meningoencephalitis (<xref ref-type="bibr" rid="B49">Tugume et&#xa0;al., 2023</xref>). In contrast, the generation of a protective T-cell-mediated response can successfully contain and eliminate the fungus in the lungs and prevent dissemination (<xref ref-type="bibr" rid="B24">Lim and Murphy, 1980</xref>; <xref ref-type="bibr" rid="B30">Mody et&#xa0;al., 1990</xref>, <xref ref-type="bibr" rid="B29">1993</xref>; <xref ref-type="bibr" rid="B21">Huffnagle et&#xa0;al., 1991</xref>; <xref ref-type="bibr" rid="B14">Garcia-Hermoso et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B15">Goldman et&#xa0;al., 2000</xref>). Thus, the way the immune system responds to <italic>C. neoformans</italic> modulates the balance between fungal control and fungal spread to and colonization of multiple organs.</p>
<p>Apart from the underlying immune deficiencies and high propensity of the fungus to infect the brain, the high mortality rate in cryptococcosis patients is linked to limited therapeutic options to a handful of drug classes (<xref ref-type="bibr" rid="B37">Perfect et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B45">Roemer and Krysan, 2014</xref>; <xref ref-type="bibr" rid="B22">Krysan, 2017</xref>; <xref ref-type="bibr" rid="B28">McKeny et&#xa0;al., 2022</xref>). These antifungals have well-established toxicity problems (<xref ref-type="bibr" rid="B28">McKeny et&#xa0;al., 2022</xref>), limiting their clinical use or at least requiring careful monitoring. The newest antifungals, the echinocandins, which have significantly improved toxicity profiles, unfortunately are not effective against <italic>Cryptococcus</italic> (<xref ref-type="bibr" rid="B53">Wiederhold et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B45">Roemer and Krysan, 2014</xref>). As such, current treatments of <italic>Cryptococcus</italic> rely on long treatments using older problematic antifungals (<xref ref-type="bibr" rid="B37">Perfect et&#xa0;al., 2010</xref>) and cryptococcal resistance to antifungals has been observed, leading to measurable relapses (<xref ref-type="bibr" rid="B9">Cheong and McCormack, 2013</xref>; <xref ref-type="bibr" rid="B4">Bongomin et&#xa0;al., 2017</xref>). These challenges have been highlighted by the World Health Organization, which placed <italic>C. neoformans</italic> in their critical priority group for pathogenic fungi (<xref ref-type="bibr" rid="B52">WHO fungal priority pathogens list to guide research, development and public health action, 2022</xref>), which summarizes and supports the critical need for the development of new therapeutic approaches, targeting fungal pathways that are essential for fungal virulence and/or host defense evasion that enables fungal persistence.</p>
<p>The trehalose biosynthetic pathway has received attention as a potential antifungal target (<xref ref-type="bibr" rid="B38">Perfect et&#xa0;al., 2016</xref>). Trehalose is a disaccharide produced by <italic>C. neoformans</italic> and <italic>C. gattii</italic> that is known to protect against abiotic stress (<xref ref-type="bibr" rid="B43">Richards et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B13">Furuki et&#xa0;al., 2009</xref>). Trehalose is biosynthesized <italic>via</italic> a two-step process with trehalose-6-phosphate synthase (TPS1) catalyzing the first step and producing a major regulatory product, trehalose-6-phosphates. Loss of this first step is sufficient to prevent the production of trehalose (<xref ref-type="bibr" rid="B39">Petzold et&#xa0;al., 2006</xref>). Deletion of <italic>tps1</italic> in <italic>C. neoformans</italic> results in loss of virulence in murine, immunosuppressed rabbit, and <italic>C. elegans</italic> models (<xref ref-type="bibr" rid="B39">Petzold et&#xa0;al., 2006</xref>) and <italic>C. gattii</italic> in mice (<xref ref-type="bibr" rid="B33">Ngamskulrungroj et&#xa0;al., 2009</xref>). The <italic>C. gattii</italic> trehalose-deficient strain (<italic>tps1&#x394;</italic>) shows a defective response to heat stress, oxidation, and dehydration (<xref ref-type="bibr" rid="B39">Petzold et&#xa0;al., 2006</xref>). However, it is not understood where and how TPS1 is required only for virulence in these models. Previous work has established that the avirulence seen is not due to thermosensitivity (<xref ref-type="bibr" rid="B39">Petzold et&#xa0;al., 2006</xref>). Therefore, the question remains of how the loss of TPS1 renders <italic>C. neoformans</italic> and <italic>C. gattii</italic> unable to cause a lethal infection. It is unknown if TPS1 is required only for fungal survival in the host or for the establishment of subclinical or latent infections. Even less is understood about how <italic>tps1</italic> deletion alters interactions of the fungi with the host. What host defenses that could contribute to the control of <italic>tps1</italic>-deleted <italic>C. neoformans</italic> is not known.</p>
<p>In this study, we found that interception of the cryptococcal trehalose pathway achieved <italic>via tps1</italic>-gene deletion in <italic>tps1&#x394;</italic> strain waved the requirement for CD4+ T cells for <italic>C. neoformans</italic> clearance. We also found a crucial role for TPS1 to withstand pulmonary fungal defenses including the resident mechanisms already present in the uninfected lungs. Finally, we linked these findings with the role of TPS1 in <italic>C. neoformans</italic> capsule formation, which likely contributed to the avirulent phenotype of <italic>tps1&#x394;</italic>.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Mice</title>
<p>BALB/c (stock # 000651) and C57BL/6J (stock #:000664) background mice were purchased from Jackson Laboratory (Bar Harbor, ME) and housed in a specific pathogen-free environment at the Ann Arbor Veterans Affairs Medical Center. Male and female mice were infected at 8&#x2013;15 weeks of age and were humanely euthanized <italic>via</italic> CO<sub>2</sub> inhalation. All experiments in this study were performed per National Institutes of Health guidelines and the Guide for the Care and Use of Laboratory Animals and approved by the Veterans Affairs Institutional Animal Care and Use Committee (protocol 1702709, 1597346). For mortality experiments, mice were euthanized at 80% of their body weight after infection. Mice were also monitored for neurological symptoms although none were observed.</p>
</sec>
<sec id="s2_2">
<title>
<italic>C. neoformans</italic> infection</title>
<p>
<italic>C. neoformans</italic> strain H99 (ATCC 208821, WT), <italic>tps1</italic>-gene deleted mutant strain H99 (<italic>tps1&#x394;</italic>), and reconstituted mutant strain <italic>tps1&#x394;</italic>, with TPS1 gene restored (<italic>tps1&#x394;:TPS1</italic>) (<xref ref-type="bibr" rid="B39">Petzold et&#xa0;al., 2006</xref>), were grown for 3&#x2009;days in Sabouraud dextrose broth (Difco) at 30&#xb0;C and then moved to 37&#xb0;C overnight after recovery from 10% glycerol frozen stocks stored at &#x2212;80&#xb0;C. Yeast cells were washed in PBS, counted on a hemocytometer with trypan blue, and adjusted to a concentration of 1*10<sup>7</sup> cell/0.03 mL (high, <xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>5</bold>
</xref> and ex vivo data for <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>) or 1*10<sup>5</sup> cells/0.03 mL (normal/low, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>) prior to the infection. Serial dilutions of the inocula were plated on Sabouraud dextrose agar (SDA) plates to confirm the CFU number of each inoculum. For the intratracheal infections, mice were anesthetized <italic>via</italic> intraperitoneal injections with ketamine/xylazine (100/6.8&#x2009;mg/kg body weight) prior to infection (<xref ref-type="bibr" rid="B35">Osterholzer et&#xa0;al., 2009b</xref>; <xref ref-type="bibr" rid="B46">Stempinski et&#xa0;al., 2022</xref>). For the disseminated mode (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3</bold>
</xref>), yeast cells were washed and counted as above and adjusted to a concentration of 1 &#xd7; 10<sup>5</sup> cells/0.2 mL just prior to infection. Male and female mice were infected <italic>via</italic> retroorbital intravenous injection under inhaled isoflurane anesthesia (<xref ref-type="bibr" rid="B32">Neal et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B16">Goughenour et&#xa0;al., 2021</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Cryptococcal trehalose phosphate synthase 1 (<italic>tps1</italic>) gene deletion enables rapid reduction of pulmonary fungal burden <italic>via</italic> a T-cell-independent mechanism. C57BL/6 and BALB/c mice were infected intratracheally (IT) with 1*10<sup>5</sup> WT (H99), tps1 KO (<italic>tps1&#x394;</italic>), or complemented (<italic>tps1&#x394;</italic>:<italic>TPS1</italic>) <italic>C. neoformans</italic> (<italic>Cn</italic>). <bold>(A)</bold> The <italic>Cn-</italic>infected mice were monitored for 28 days postinfection (dpi) for survival. All the H99-infected mice reached endpoint criteria between 14 dpi and 25 dpi, whereas all <italic>tps1&#x394;</italic>-infected mice survived. Data from a matched experiment; n = 5 mice/group. <bold>(B)</bold> Pulmonary fungal burdens were evaluated at 1 dpi, 3 dpi, and 7 dpi. Data are pooled from at least three matched experiments (n = 2&#x2013;6 mice/group). <bold>(C)</bold> Lung fungal burdens at 3 dpi in <italic>tps1&#x394;</italic>-infected BALB/c mice treated with anti-CD4 depleting antibody or control (PBS) injections. Data from two pooled experiments; n = 2&#x2013;5 mice/group. Data in all figures are the means &#xb1; SEM (unless otherwise indicated) and analyzed as described in the methods section. Statistically significant differences are indicated in all figures as follows: *p &#x2264; 0.05, **p &#x2264; 0.01, ****p &#x2264; 0.0001. NS, no significance.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1392015-g001.tif"/>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>
<italic>Cn tps1&#x394;</italic> remains avirulent in a disseminated infection model with differential level of improved fungal control within specific organs. BALB/c mice were infected intravenously (IV) with 1*10<sup>5</sup> <italic>Cn</italic> H99 or <italic>tps1&#x394;</italic> or <italic>tps1&#x394;:TPS1</italic>. <bold>(A)</bold> Infected mice were monitored for 21 days for survival. All mice infected with <italic>TPS1</italic>-sufficent <italic>Cn</italic> reached endpoint criteria between 8 dpi and 18 dpi, whereas all <italic>tps1&#x394;</italic>-infected mice survived; n = 3&#x2013;5 mice/group. <bold>(B)</bold> Fungal burdens were analyzed for <italic>tps1&#x394;</italic> IV-infected mice at selected time points between 1 dpi and 21 dpi in lungs, brains, and spleens; n = 4&#x2013;10. Note that <italic>tps1&#x394;</italic> was largely unable to establish lung or spleen infection; it was delayed in crossing into the CNS but continued to expand in the brain until 14 dpi. <bold>(C)</bold> Fungal burdens in the lungs, brains, and spleens of IV H99-IV-infected mouse were reported at discrete time points between 8 dpi and 18 dpi and cumulatively at the time of death (median 13 dpi). These were compared with the <italic>tps1&#x394;</italic> IV-infected mice at 14 dpi as that timepoint had the highest CFUs, and these two times are collectively referred to as the peak of infection. n = 3&#x2013;8 mice/group. *p &#x2264; 0.05, **p &#x2264; 0.01, ****p &#x2264; 0.0001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1392015-g002.tif"/>
</fig>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Disseminated <italic>Cn</italic> infection with <italic>tps1&#x394;</italic> despite organ-specific differences in fungal abundance is controlled in a T-cell-independent fashion in all studied organs. BALB/c mice infected as per <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>, received injections with anti-CD4 depleting antibody or control (PBS). <bold>(A)</bold> Lung, <bold>(B)</bold> brain, and <bold>(C)</bold> spleen fungal burdens on 14 dpi and 21 dpi. Data shown are the cumulative results of two independent experiments n = 3&#x2013;10 mice/group. NS, no significance.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1392015-g003.tif"/>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>
<italic>Cn tps1&#x394;</italic> generates an initial rapid inflammation in the lungs that quickly resolves the infection. BALB/c mice were infected IT with 1*10<sup>7</sup> cells of <italic>Cn</italic> H99, <italic>tps1&#x394;</italic>, or <italic>tps1&#x394;:TPS1.</italic> H&amp;E-stained histological images of mouse lung at 1 dpi and 3 dpi (10&#xd7; objective). Note that mice infected with either strain induced similar levels of lung inflammation, but by 3 dpi, <italic>tps1&#x394;</italic>-infected lungs have mostly contained the infection with minimal inflammation or damage remaining; in contrast, the H99 and <italic>tps1&#x394;:TPS1</italic>-infected lungs show progressive infection with increasing presence of cryptococcal cells (indicated with yellow arrows), and severe pathology.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1392015-g004.tif"/>
</fig>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Cryptococcal tps1&#x394;-gene deletion interferes with <italic>Cn</italic> capsule generation but not urease production. <bold>(A)</bold> 1*10<sup>7</sup> H99, <italic>tps1&#x394;</italic>, or <italic>tps1&#x394;:TPS1-Cn</italic> were plated on Christensen&#x2019;s urea agar for visual determination of urease production (pink pigmentation). The image is representative of three multiple plates showing no effect of TPS1. <bold>(B)</bold> Images of India ink stains of H99, <italic>tps1&#x394;</italic>, or <italic>tps1&#x394;:TPS1</italic> and the acapsular <italic>Cn cap60&#x394;</italic> (negative control) cultures conditioned for the <italic>in vitro</italic> capsule stimulation (37&#xb0;C and 5% CO<sub>2</sub>) and recovered from the lungs of 1*10<sup>7</sup> IT infected BALB/c at 1 and 3 DPI. <bold>(C)</bold> Quantification of the capsule size from the India ink stains. Data shown (individual cell measurements, means &#xb1; SEM) of n &#x2265;150 cells per condition. **p &#x2264; 0.01, ***p &#x2264; 0.001, ****p &#x2264; 0.0001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1392015-g005.tif"/>
</fig>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>The <italic>Cn tps1&#x394;</italic> remains avirulent in the lungs, even at the extremely high inoculum. BALB/c mice were infected IT with 1*10<sup>7</sup> cells of <italic>Cn</italic> H99, <italic>tps1&#x394;</italic>, or <italic>tps1&#x394;:TPS1.</italic> Fungal lung burdens <bold>(A)</bold> at corresponding timepoints (three experiments; n = 7&#x2013;11 mice/group) and the survival analysis <bold>(B)</bold> (n = 4&#x2013;5 mice/group) support the histological findings. <bold>(C)</bold> Lung fungal burdens evaluated for H99 at the time of death (5 dpi&#x2013;6 dpi) show its progressive expansion. Lung fungal burdens of <italic>tps1&#x394;</italic>-infected lungs were evaluated at 2 weeks postinfection, showing fungal containment and 3 weeks postinfection, showing fungal clearance from the lung; n = 3&#x2013;4 mice/group. *p &#x2264; 0.05.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1392015-g006.tif"/>
</fig>
</sec>
<sec id="s2_3">
<title>Fungal burdens</title>
<p>Organs were dissected using sterile instruments and homogenized in 2 mL of sterile distilled water. Fungal burden for each organ (lungs, brains, and spleens as indicated in the figures) was quantified by seven-step 10-fold serial dilution of organ homogenate in sterile distilled water, followed by plating of 10 &#x3bc;L of homogenate at each dilution level (undiluted&#x2014;1:10<sup>7</sup> dilution) on SDA. CFU per organ was determined by averaging two replicate platings. When required to determine clearance, all 2 mL of organ homogenate was plated on SDA.</p>
</sec>
<sec id="s2_4">
<title>CD4 depletion</title>
<p>Per our labs&#x2019; established T-cell depletion method (<xref ref-type="bibr" rid="B32">Neal et&#xa0;al., 2017</xref>), mice were dosed with either an anti-CD4 monoclonal antibody (Bio X Cell) on day &#x2212;3 (pre-infection), day 0 (day of infection), and days 7, 14, 21, 28, and 35 postinfection. Animals in the treatment group received 300 &#xb5;g of anti-CD4 antibody (clone GK1.5) in 200 &#x3bc;L of sterile PBS, whereas those in the control group received 200 mL of sterile PBS. This depletion protocol was performed in both the intratracheal (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>) and disseminated (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>) infection context.</p>
</sec>
<sec id="s2_5">
<title>Histology</title>
<p>Lungs IT infected with H99, <italic>tps1&#x394;</italic>, or <italic>tps1&#x394;:TPS1</italic> at 1*10<sup>7</sup> cells (high) were removed and fixed inflated with 10% neutral buffered formalin on 1 and 3 days postinfection. They were then paraffin embedded and cut into 5-mm sections for H&amp;E staining. The sections were visualized by light microscopy with microphotographs taken by the Digital Microphotography system DFX1200 with ACT-1 software (Nikon, Tokyo, Japan).</p>
</sec>
<sec id="s2_6">
<title>Dispersed lung coculture</title>
<p>Lungs from uninfected mice we digested as per our established protocol (<xref ref-type="bibr" rid="B35">Osterholzer et&#xa0;al., 2009b</xref>). In brief, the lungs were removed, minced with scissors, and digested enzymatically at 37&#xb0;C for 30 min in digestion buffer [RPMI, 5% fetal calf serum, antibiotics, and 1 mg/mL collagenase A (Boehringer Mannheim Biochemical, Chicago, IL), and 30 &#x3bc;g/mL DNase (Sigma-Aldrich, St Louis, MO)]. The digested lung was dispersed by repeated aspiration through the bore of a 10-mL syringe. The cells were then exposed to a red blood cell lysis buffer (0.829% NH<sub>4</sub>Cl, 0.1% KHCO<sub>3</sub>, 0.0372% Na<sub>2</sub>EDTA, and pH 7.4) for 3 min and then quenched by the addition of 10-fold excess of RPMI. Cells were resuspended and filtered through a sterile 100-&#x3bc;m nylon filter. A 20% Percoll (Sigma) gradient enriched leukocytes from cell debris and epithelial cells. The digested lung cells were enumerated on a hemocytometer following dilution in Trypan blue (Sigma). Cells were diluted in culture buffer (RPMI, 5% fetal calf serum, antibiotics) to a concentration of 2 &#xd7; 10<sup>6</sup> cells/mL (10:1 MOI) or 2 &#xd7; 10<sup>7</sup> cells/mL (100:1 MOI) and plated at 100 &#xb5;L in 96-well plates.</p>
<p>
<italic>C. neoformans</italic> strain H99 (ATCC 208821) and mutant strain H99 <italic>tps1&#x394;</italic> strains (<xref ref-type="bibr" rid="B39">Petzold et&#xa0;al., 2006</xref>) were grown for 2&#x2009;days in Sabouraud dextrose broth (Difco) at 30&#xb0;C. Cells were enumerated on a hemocytometer following dilution in Trypan blue (Sigma) to a concentration of 2 &#xd7; 10<sup>5</sup> cells/mL. 100 &#xb5;L was added to the wells containing dispersed lung cells. The wells were cocultured for 4 h at 37&#xb0;C in 5% CO<sub>2</sub>. Sterile water was used to lyse the lung cells to end the coculture, and then fungal survival for each well was quantified by a seven-step 10-fold serial dilution in sterile distilled water, followed by plating of 10 &#x3bc;L of homogenate at each dilution level (undiluted 1 &#xd7; 10<sup>&#x2212;7</sup>dilution) on SDA. CFU per well was determined by averaging two replicate platings.</p>
</sec>
<sec id="s2_7">
<title>Serum coculture</title>
<p>WT (H99), tps1 KO (<italic>tps1&#x394;</italic>), or complemented (<italic>tps1&#x394;</italic>:<italic>TPS1</italic>) <italic>C. neoformans</italic> strains were incubated with murine serum for 4 h at 37&#xb0;C in 5% CO<sub>2</sub>. Fungal cells were enumerated at time 0 h, 2 h, and 4 h by a seven-step 10-fold serial dilution in sterile distilled water, followed by plating of 10 &#x3bc;L of each dilution on SDA.</p>
</sec>
<sec id="s2_8">
<title>Urease assay</title>
<p>H99, <italic>tps1&#x394;</italic>, and <italic>tps1&#x394;</italic>:<italic>TPS1 C. neoformans</italic> strains were grown for 2&#x2009;days in Sabouraud dextrose broth (Difco) at 30&#xb0;C. Cells were enumerated on a hemocytometer following dilution in Trypan blue (Sigma) to a concentration of 1 &#xd7; 10<sup>7</sup> cells/mL. 10-&#xb5;L spots were plated on Christensen&#x2019;s urea agar (Sigma 27048-500G-F) for visual determination of urease production (pink color indicator).</p>
</sec>
<sec id="s2_9">
<title>Capsule</title>
<sec id="s2_9_1">
<title>
<italic>In vitro</italic> stimulation</title>
<p>Capsule stimulation was performed as described (<xref ref-type="bibr" rid="B23">Kumar et&#xa0;al., 2014</xref>). Briefly, <italic>C. neoformans</italic> cultures were grown in yeast peptone dextrose (YPD) broth at 30&#xb0;C for 24 h on a shaker. Cells were washed once in PBS, again in DMEM, and then resuspended and diluted to a concentration of 10<sup>6</sup> cells/mL in Dulbecco&#x2019;s modified Eagle&#x2019;s medium (DMEM). 1 mL of this suspension was then incubated in a tissue culture plate at 37&#xb0;C in 5% CO2 for 24 h. Following incubation, yeast cells were fixed in 10% formalin. For visualization, these yeast cells were washed in PBS and resuspended in PBS to achieve a concentration of 10<sup>8</sup> cells/mL. Multiple inductions of the same yeast strain were combined to reach the desired concentration.</p>
</sec>
<sec id="s2_9_2">
<title>
<italic>Ex vivo</italic>
</title>
<p>Mice were infected with 1 &#xd7; 10<sup>7</sup> cells/mL H99 or <italic>tps1&#x394; C. neoformans</italic> intratracheally as described above. At 1 and 3 days postinfection, mice were euthanized by CO<sub>2</sub> inhalation. Lungs were removed and placed in a 15-mL tube containing. 2 mL collagenase buffer (1 mg/mL collagenase in PBS) was added to each tube, and the lungs were homogenized. 8 mL collagenase buffer was added, and the tubes were vortexed and incubated for 1 h at 37&#xb0;C. The samples were washed three times, resuspended in 2 mL of 0.05% SDS and then filtered with a 70-&#xb5;m filter. The yeast cells were fixed in 10% formalin. For visualization, yeast cells were washed in PBS and resuspended in PBS to achieve a concentration of 10<sup>8</sup> cells/mL.</p>
</sec>
<sec id="s2_9_3">
<title>Capsule quantification by India ink exclusion staining</title>
<p>India ink was added to the cell suspension, and 10 &#x3bc;L of this mixture then spotted onto a glass slide for microscopy. The capsule was visualized by light microscopy with microphotographs taken by the Digital Microphotography system DFX1200 with ACT-1 software (Nikon, Tokyo, Japan). Capsule size measurements were taken using ImageJ.</p>
</sec>
</sec>
<sec id="s2_10">
<title>Statistical analysis</title>
<p>Values are reported as means with variance indicated. GraphPad Prism v8 software (GraphPad Software, San Diego, CA) was used to perform statistical analyses. Mantel&#x2013;Cox tests were used for survival experiments (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1B</bold>
</xref>, <xref ref-type="fig" rid="f2">
<bold>2A</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>5A</bold>
</xref>). Unpaired Student t test (two-tailed test) was used for comparisons of individual means (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1C</bold>
</xref>, <xref ref-type="fig" rid="f2">
<bold>2C</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>5A, C</bold>
</xref>, <xref ref-type="fig" rid="f6">
<bold>6A</bold>
</xref>); Welch&#x2019;s t-test (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>) and one-way ANOVA were used for multiple comparisons (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7C</bold>
</xref>). Data in all figures are the means &#xb1; SEM (unless otherwise indicated). Values that are statistically significant are indicated in the figures as follows: *p &#x2264; 0.05, **p &#x2264; 0.01, ***p &#x2264; 0.001, ****p &#x2264; 0.0001.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Cryptococcal <italic>tps1</italic>-gene deletion renders <italic>Cn</italic> susceptible to the acute resident pulmonary defenses but not the antimicrobial serum effects. <bold>(A)</bold> Dispersed lung cells enriched in leukocytes were isolated from na&#xef;ve BALB/c mice and cocultured with either H99- or <italic>tps1&#x394; Cn</italic> for 4 h at 37&#xb0;C and plated for surviving fungal numbers. Data shown (means &#xb1; SEM) are the cumulative results of two independent experiments (n = 8) and <bold>(B)</bold> H99 or <italic>tps1&#x394; Cn</italic> was incubated with serum for 0 h&#x2013;4 h with viability assessed every 2 (h) No differences were seen in survival in any of the strains. ****p &#x2264; 0.0001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1392015-g007.tif"/>
</fig>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>
<italic>Cryptococcal tps1</italic>-deletion results in <italic>C. neoformans&#x2019;</italic> failure to develop a persistent infection in the lungs and to resist its innate defenses</title>
<p>The requirement of cryptococcal <italic>tps1</italic> gene expression for virulence of <italic>C. neoformans</italic> was demonstrated in several invertebrate and vertebrate models of infection (<xref ref-type="bibr" rid="B39">Petzold et&#xa0;al., 2006</xref>). However, little is known about the role of this pathway for fungal interactions with the host, including its ability to survive long-term in the mammalian host and its contribution to dissemination. To establish these parameters, we evaluated the role of <italic>tps1</italic> in a group of murine models of mouse infection. Our first study tested whether <italic>tps1&#x394;</italic> would be sufficient to render <italic>C. neoformans</italic> virulent in the highly susceptible C57Bl/6 mice as compared with BALB/c mice, which show improved resistance to pulmonary infection with <italic>C. neoformans</italic> (<xref ref-type="bibr" rid="B54">Zaragoza et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B8">Chen et&#xa0;al., 2008</xref>). WT (H99) or <italic>tps1</italic> KO (<italic>tps1&#x394;</italic>) <italic>C. neoformans</italic> (1 &#xd7; 10<sup>5</sup> cells/mL) were instilled intratracheally, as described earlier (<xref ref-type="bibr" rid="B8">Chen et&#xa0;al., 2008</xref>) to perform parallel inoculations in BALB/c and C57Bl/6 mice, and mouse survival was evaluated (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). While more sensitive C57BL/6 succumbed to infection with WT <italic>C. neoformans</italic> (reached endpoint criteria between 14 dpi and 21 dpi) consistent with our previous report (<xref ref-type="bibr" rid="B35">Osterholzer et&#xa0;al., 2009b</xref>), all <italic>tps1&#x394;</italic>-infected mice survived until day 28 with no remaining fungus in the lung at this time. In this respect, deletion of cryptococcal <italic>tps1</italic> had a similar effect in C57BL6 mice as in more resistant BALB/c, which survive up to 25 days with the H99 WT strain (<xref ref-type="bibr" rid="B55">Zhang et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B11">Eastman et&#xa0;al., 2015</xref>) and completely withstand <italic>tps1&#x394;</italic> (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>).</p>
<p>Considering that <italic>tps1&#x394;</italic> was equally required for virulence in both strains of mice, we analyzed the effect of cryptococcal <italic>tps1&#x394;</italic> on fungal clearance rate from the infected lungs. We performed infections with H99, <italic>tps1&#x394;</italic>, or <italic>tps1&#x394;:TPS1</italic> (complement) strains in BALB/c mice (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>) and analyzed pulmonary fungal burdens at 1, 3, and 7 days postinfection (dpi). The <italic>tps1&#x394; C. neoformans</italic> significantly reduced fungal burdens in the lungs as soon as 24 h postinfection, continuing to decrease at day 3, and completely cleared the fungus from the lungs by 7 dpi. In contrast, the H99 and <italic>tps1&#x394;:TPS1</italic> cryptococcus strain established a persistent infection in the lungs. The rapid clearance of the <italic>tps1&#x394;</italic> strain suggested that the rapid fungal clearance of <italic>tps1&#x394; C. neoformans</italic> likely occurred independently of the adaptive immune response. To test this, we performed a CD4-T-cell depletion with anti-CD4 antibody in BALB/c mice, as reported previously (<xref ref-type="bibr" rid="B32">Neal et&#xa0;al., 2017</xref>), and then infected with <italic>tps1&#x394;</italic> or H99 (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). As expected, the T-cell depletion at this early time point of infection did not result in any changes in the expansion of the WT strain H99 but also did not affect the trajectory of <italic>tps1&#x394;</italic> lung burden. Thus, cryptococcal <italic>tps1</italic> resulted in <italic>C. neoformans</italic> failure to develop persistent infection in the lungs and enabled the host to rapidly clear the lung infection without the help from CD4+ T cells.</p>
</sec>
<sec id="s3_2">
<title>
<italic>Cryptococcal tps1-</italic>gene deletion renders the fungus avirulent in a disseminated model of infection; however, there is differential site-specific control.</title>
<p>Due to the rapid and complete elimination of the <italic>tps1&#x394; C. neoformans</italic> from the infected lungs in a pulmonary infection model, we could not evaluate the role of <italic>tps1&#x394;</italic> in other organs to which the fully virulent fungus disseminates. As such, we used our disseminated infection model achieved <italic>via</italic> an intravenous infection (<xref ref-type="bibr" rid="B32">Neal et&#xa0;al., 2017</xref>) that bypasses the pulmonary defenses. The WT, <italic>tps1&#x394;</italic>, or <italic>TPS1</italic>-complemented <italic>C. neoformans</italic> 10<sup>5</sup> cells were injected IV into BALB/c mice, and mouse survival was evaluated (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). All WT and complemented <italic>C. neoformans</italic>-infected mice reached endpoint criteria between 8 and 18 DPI, whereas all <italic>tps1&#x394;</italic>-infected mice survived for an observed 21 days. To determine the specific requirement of <italic>tps1&#x394;</italic> for <italic>C. neoformans</italic> to establish infection at specific target organs (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>), we quantified fungal burdens in the lungs (gray), brains (red), and spleens (tan) at 1 dpi, 2 dpi, 3 dpi, 7 dpi, 14 dpi, and 21dpi infected with <italic>tps1&#x394; C. neoformans</italic>. The <italic>tps1&#x394; C. neoformans</italic> strain is unable to reach more than a transient low level (&lt;100 cells) of infection in the lungs and spleens. WT H99 <italic>C. neoformans</italic> establishes a progressive infection in these tissues (fungal burdens reported in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>) reaching ~10<sup>5</sup> CFU/lungs and spleens by the time of death. Even at the peak of infection (time of death for WT and 14 dpi for <italic>tps1&#x394;</italic>), the <italic>tps1&#x394;</italic> strain still shows severe attenuation compared with the WT (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). Interestingly, despite this severe attenuation, the <italic>tps1&#x394; C. neoformans</italic> is capable of entering the CNS compartment and establishing a low-level infection in the brain rather than be cleared (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). The <italic>tps1&#x394;</italic> strain increased from low-level brain infection, from 10<sup>1</sup> CFU at 7 dpi to around 10<sup>4</sup> CFU/brain at 14 dpi to a slight taper off on 21 dpi, a timing consistent with the development of the adaptive response in the brain in this model (<xref ref-type="bibr" rid="B32">Neal et&#xa0;al., 2017</xref>). However, our follow-up experiment excluded the role of CD4+ T cells, in this delayed control of <italic>tps1&#x394;</italic> strain. Mice treated with either anti-CD4 depleting antibody or received control IP injections (PBS) showed comparable fungal burdens on day 14 and day 21 postinfection in the lungs (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>), brains (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>), and spleens (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). Thus, cryptococcal <italic>tps1&#x394;</italic> results in an improved control of the fungus in multiple organs, with somewhat less effective control in the brain, but in all cases independent of T-cell-mediated responses.</p>
</sec>
<sec id="s3_3">
<title>
<italic>C. neoformans tps1&#x394;</italic> fails to overwhelm the pulmonary defenses, even at the extremely high inoculum</title>
<p>The very rapid suppression of the <italic>tps1&#x394; C. neoformans</italic> in the lungs infected with lower inoculum, typically used in most studies, would make the direct comparison of lung pathology very challenging as the <italic>tps1&#x394;</italic> strain would not rise to the sufficiently large fungal burdens to be analyzed by histology. Thus, we increased the inoculums to 10<sup>7</sup> cells and performed follow-up IT-infection studies. Histological analysis of BALB/c lungs infected with the WT, <italic>tps1&#x394;</italic>, or complemented <italic>C. neoformans</italic>-infected mice revealed that all three strains were present in the alveolar space and induced a robust inflammatory response by 1DPI (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). In the lungs infected with any of the three strains we observe abundant leukocytes that migrated to the alveolar airspace, especially in peribranchial areas of the lungs. However, by 3 DPI, the mice infected with the <italic>tps1&#x394;</italic> strain show few visible <italic>C. neoformans</italic> cells compared with the <italic>tps1</italic>-sufficient strains in the airspace and much lower level of inflammation. The WT and complemented-strain-infected lungs show a progressing infection and an ongoing inflammatory response, characteristic for cryptococcal pneumonia (<xref ref-type="bibr" rid="B35">Osterholzer et&#xa0;al., 2009b</xref>). Consistent with the histology data, we found a roughly one-log difference in fungal burden at day 1 between the <italic>tps1&#x394;</italic> strain and <italic>tps1</italic>-sufficient strains. This progressed to a 2-log difference in CFU on day 3 postinfection between the <italic>tps1</italic>-sufficient and <italic>tps&#x394;</italic> strains in the infected lungs (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). The follow-up survival studies showed rapid mortality of the WT-strain-infected mice, which all succumbed within 6 DPI, whereas the <italic>tps1&#x394;</italic>-infected mice showed no apparent symptoms during 15 DPI of observation and a 100% survival (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). Our lung CFU analysis at the conclusion of the survival study showed 10<sup>8</sup> CFU at the time of death in mice infected with the WT and a substantial clearance of <italic>tps1&#x394;</italic> from the infected lungs down to 10<sup>4</sup> CFU/lung on day 14 (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>). This clearance kinetics was slower compared with the low-dose <italic>tps1&#x394;</italic>-infected mice, which cleared the infection by day 7, but ultimately, we saw the complete clearance of the mutant from the lungs by day 21 (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>). Together, these data show that while the resident lung defenses could be temporarily overwhelmed by the extremely high inoculum of <italic>tps1&#x394; C. neoformans</italic>, this strain remained avirulent, unable to cause severe lung pathology, and was ultimately cleared by the infected lungs.</p>
</sec>
<sec id="s3_4">
<title>
<italic>Cryptococcal tps1</italic>-gene deletion renders the yeast susceptible to the resident lung defenses, but not to humoral components of serum</title>
<p>The extremely rapid and effective suppression of the <italic>tps1&#x394; C. neoformans</italic> in the lungs but not in the brains led us to test whether there were lung-specific/resident defenses that restrained the trehalose-deficient strain. We analyzed the short-term effect on <italic>C. neoformans</italic> survival in a coculture with dispersed lung cellular components, which would exclude the effects of recruited immune components. CFUs of WT and <italic>tps1&#x394;</italic> cryptococci were evaluated at 4 h post-incubation compared with the fungi incubated in media alone to calculate percent inhibition (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). Even after this short-term incubation, the <italic>tps1&#x394;</italic> yeasts were suppressed by lung cells (20%&#x2013;25% inhibition) whereas WT cells were uninhibited. To account for possible effects of humoral defenses (such as complement or antibodies) we performed similar incubation of the WT or <italic>tps1&#x394;</italic> cryptococci in mouse serum (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref>). No differences in fungal survival were detected during the 4 h of incubation, indicating that <italic>tps1&#x394;</italic> strain did not render the fungus susceptible to the humoral serum components present in the naive mouse serum. Thus, trehalose biosynthesis provides protection against resident lung defenses present in the lungs at the time of infection, but not against the serum humoral components.</p>
</sec>
<sec id="s3_5">
<title>Trehalose biosynthesis is required for optimal capsule formation by <italic>C. neoformans</italic>
</title>
<p>While TPS1 enzyme is unlikely to directly interfere with host defenses, it has been proposed to be an upstream element required for synthesis of other known virulence factors, which in turn affect the host defenses. Some effects of <italic>tps1&#x394;</italic> for several cryptococcal virulence factors activities were studied (<xref ref-type="bibr" rid="B39">Petzold et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B33">Ngamskulrungroj et&#xa0;al., 2009</xref>), but the strong early lung-specific survival defect in <italic>tps1&#x394;</italic> prompted us to reevaluate factors that allow the fungus to be better adapted to pulmonary defenses. Urease production by <italic>Cryptococcus</italic> is one of fungal pulmonary virulence factors we studied previously (<xref ref-type="bibr" rid="B35">Osterholzer et&#xa0;al., 2009b</xref>), and thus we evaluated the urease production in WT, <italic>tps1&#x394;</italic>, or complemented <italic>Cryptococcus</italic> strains on Christensen&#x2019;s urea agar (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref>). All three <italic>C. neoformans</italic> strains, including <italic>tps1&#x394;</italic>, showed the robust and equivalent production of urease indicated by pink color conversion of the colonies (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref>). We next explored the effect of tps1&#x394; on cryptococcal capsule formation, as this virulence factor is important for the yeast to efficiently withstand the innate host defenses (<xref ref-type="bibr" rid="B5">Casadevall et&#xa0;al., 2019</xref>). While <italic>tps1&#x394; C. neoformans</italic> strain was reported to produce capsule <italic>in vitro</italic> (<xref ref-type="bibr" rid="B39">Petzold et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B33">Ngamskulrungroj et&#xa0;al., 2009</xref>), the effect of <italic>tps1</italic> on capsule size in culture and capsule formation in the lung environment <italic>in vivo</italic> has not been investigated. We cultured WT, <italic>tps1&#x394;</italic>, and complemented strains <italic>in vitro</italic> using capsule stimulating conditions, in addition to recovering fungal cells from the lungs from the infected animals at 1 DPI and 3 DPI, we performed India ink stains to visualize the capsule (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7B</bold>
</xref>). All three strains produced visible capsule compared with the acapsular <italic>cap60&#x394;</italic> control (<xref ref-type="bibr" rid="B7">Chang and Kwon-Chung, 1998</xref>). However, the capsule produced by the <italic>tps1&#x394;</italic> strain was visibly less robust than that produced by WT cells and this difference became particularly apparent in the lungs at 3 DPI. The capsule size measurements <italic>in vitro</italic> and <italic>ex vivo</italic> showed highly significant reduction of the capsule size in <italic>tps1&#x394;</italic> strain (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7C</bold>
</xref>). The capsule of the <italic>tps1&#x394; Cryptococcus</italic> was at least half the size of that of the WT. Thus, whereas <italic>tps1&#x394; Cryptococcus</italic> strain can generate a capsule both in capsule stimulating conditions <italic>in vitro</italic> and expands its size over time in the murine lungs, the capsule generated is not as robust, providing a potential explanation for the increased susceptibility of <italic>tps1&#x394;</italic> strain to the resident and innate mechanisms of host defenses, especially in the lungs.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>The requirement of trehalose biosynthesis for fungal virulence is an area of growing research (<xref ref-type="bibr" rid="B39">Petzold et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B26">Mart&#xed;nez-Esparza et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B1">Al-Bader et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B25">Magalh&#xe3;es et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B51">Washington et&#xa0;al., 2023</xref>). Previous studies have established the requirement for trehalose biosynthesis in <italic>C. neoformans</italic> virulence in several invertebrate and vertebrate models of infection (<xref ref-type="bibr" rid="B39">Petzold et&#xa0;al., 2006</xref>) but have not defined how trehalose impacts host&#x2013;pathogen interactions for this pathogen and its ability to persist long-term within the host. Here, we provide novel insights into how interception of the trehalose pathway affects these interactions by demonstrating that cryptococcal TPS1 expression 1) enables the host to control an otherwise progressive and lethal <italic>C. neoformans</italic> infection in pulmonary and disseminated stages of infection; 2) abolishes the requirement for CD4 T cells for <italic>C. neoformans</italic> control in both pulmonary and disseminated/CNS infection models; 3) renders the fungus highly vulnerable to the local/resident mechanisms of pulmonary host defenses; and 4) interferes with cryptococcal capsule formation, providing a potential mechanistic underpinning for the modified interactions listed above.</p>
<p>Our data demonstrate the requirement for <italic>tps1</italic> for <italic>C. neoformans</italic> to avoid host fungal control and cause progressive and lethal infection in pulmonary and disseminated stages of infection. We build upon previous work showing <italic>tps1&#x394;</italic> in <italic>C. neoformans</italic> results in loss of virulence in murine, immunosuppressed rabbit, and <italic>Caenorhabditis elegans</italic> models (<xref ref-type="bibr" rid="B39">Petzold et&#xa0;al., 2006</xref>). We are now showing that TPS1 is required for virulence in two murine models of pulmonary infection and a murine disseminated model (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1A</bold>
</xref>, <xref ref-type="fig" rid="f2">
<bold>2A</bold>
</xref>). We found that the <italic>tps1</italic> deletion rendered <italic>C. neoformans</italic> avirulent even in the C57BL/6 mouse strain, known to be more susceptible to cryptococcosis as compared with the more resistant BALB/c mice (<xref ref-type="bibr" rid="B54">Zaragoza et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B8">Chen et&#xa0;al., 2008</xref>). We found that this requirement for <italic>tps1</italic> gene in <italic>C. neoformans</italic> infection was particularly important in the pulmonary compartment. The <italic>tps1&#x394;</italic> mutant was rapidly cleared by the innate immune system in the lungs during pulmonary infection (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). While a low level of fungi was able to survive in the lungs for the first 3 days, all the <italic>tps1&#x394; C. neoformans</italic> colonies were cleared by 7dpi when standard infection inoculum was used. Even when we overwhelmingly challenged the lungs with an extremely high fungal load (triggering mouse death in 5 dpi&#x2013;6 dpi with H99 groups), <italic>tps1&#x394;</italic> was cleared over time by the host defenses (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>). This tight control of <italic>tps1&#x394;</italic> growth by the lungs was likewise apparent in our disseminated cryptococcosis model, where the strain was never able to establish an infection in the lungs bypassing the lungs in contrast with H99 (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). In addition, we show that <italic>tps1</italic> is further required for the virulence composite even when this pulmonary control is bypassed in the disseminated model. The <italic>tps1&#x394;</italic> strain was severely attenuated in the brain where it had fungal burdens four to five logs lower than the WT (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). However, the <italic>tps1&#x394; C. neoformans</italic> was able to cross from the blood to the central nervous system (CNS) and establish a low-level subclinical infection in the brain. These fungal burdens never reached the three orders of magnitude and lethal fungal burden of the WT at week 2 and week 3, beyond the timepoint of mortality of the H99-infected mice. We therefore conclude that the brain immune response can still control <italic>tps1&#x394;</italic> strain. Interestingly, our disseminated model findings contrast previous findings in an immuno-compromised rabbit model, which showed a complete loss of <italic>tps1&#x394; Cryptococcus</italic> CFUs in cerebrospinal fluid (CSF) (<xref ref-type="bibr" rid="B33">Ngamskulrungroj et&#xa0;al., 2009</xref>). This could be attributed to the higher temperature sensitivity of <italic>tps1&#x394; C. neoformans</italic> and the immune system differences between these two models. For instance, rabbits have a higher body temperature, in the range of 38.6&#xb0;C&#x2013;40.1&#xb0;C, compared with 36.2&#xb0;C&#x2013;37.5&#xb0;C in mice (<xref ref-type="bibr" rid="B18">Hankenson et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B47">Table Normal Rectal Temperature Ranges</xref>, n.d.) and the notably different subsets of the immune cells. These two components likely account for even more dynamic control of the <italic>tps1&#x394;</italic> strain in the rabbit meningitis model.</p>
<p>Our identification of the rapid clearance of the <italic>tps1&#x394;</italic> strain provided a clue that host control of <italic>tps1&#x394; C. neoformans</italic> may occur independently of the adaptive immune response. To test this hypothesis, we performed a CD4-T-cell depletions with anti-CD4 antibody in BALB/c mice, as reported previously (<xref ref-type="bibr" rid="B32">Neal et&#xa0;al., 2017</xref>) and followed with <italic>tps1&#x394;</italic> mutant or H99 infection (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). As expected, the CD4 T-cell depletion at this early time point of infection did not result in any changes in the expansion of strain H99 but also had no effect on the already suppressed <italic>tps1&#x394;</italic> lung burden. Neither have we found any contribution of CD4+ T cells to fungal control at later time-points in our disseminated model, where lungs were able to prevent <italic>tps1&#x394;</italic> fungal invasion in the T-cell-depleted mice at 2 and 3 weeks postinfection (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). It is well established that <italic>Cryptococcus</italic> in the brain requires the adaptive, CD4+ T-cell-mediated immunity for anti-cryptococcal defenses (<xref ref-type="bibr" rid="B50">Uicker et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B32">Neal et&#xa0;al., 2017</xref>, <xref ref-type="bibr" rid="B17">Guo et&#xa0;al., 2022</xref>). Still brain invasion of <italic>tps1&#x394; C. neoformans</italic> in our disseminated model was significantly delayed (2- and 3-week postinfection time points). We excluded the possibility that T cells were required to contain <italic>tps1&#x394;</italic> strain in the brain but not the lungs, finding no difference in its brain containment following global CD4<sup>+</sup>-cell depletion (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>), supporting the notion that the <italic>tps1&#x394;</italic> strain was completely independent of CD4+ T-cell presence, regardless of target organ or infection model. Thus, cryptococcal <italic>tps1&#x394;</italic> the host to clear the lung infection bypassing conventional adaptive immune mechanisms.</p>
<p>Our data support that host&#x2019;s control of the trehalose-deficient mutant <italic>Cryptococcus</italic> is driven by the elements of the resident (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>) and quite likely recruited innate immune system in the lungs (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). We have established that pulmonary control of <italic>tps1&#x394; C. neoformans</italic> strain is rapid (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>) and independent of the CD4+ T-cell-driven adaptive immune response (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1C</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3</bold>
</xref>). We show that mice began to control trehalose-deficient <italic>C. neoformans</italic> right from the start showing a substantial suppression already within the first day postinfection implicating a strong role for resident mechanisms of fungal control (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). We further see that the <italic>tps1&#x394;</italic> strain is inhibited by coculture with dispersed lung cellular components, which are limited to lung-specific/resident defenses and contain no bloodstream recruited components (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). On the other hand, our histological results show that <italic>tps1&#x394; C. neoformans</italic>-infected mice induced a robust inflammatory response by 1 DPI that largely resolves by 3 DPI (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>), corresponding with the initial wave of fungal clearance, which removes over 99% of the instilled fungus and its total removal by day 7 (low dose). This timing overlaps with the previously defined &#x201c;innate phase&#x201d; of the immune response in the murine lungs (<xref ref-type="bibr" rid="B20">Huffnagle et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B34">Osterholzer et&#xa0;al., 2009a</xref>; <xref ref-type="bibr" rid="B11">Eastman et&#xa0;al., 2015</xref>). One explanation of these findings is that <italic>tps1&#x394; C. neoformans</italic> stimulates an increased immune response by the recruited innate immune system that results in increased recruitment of all or specific subsets of innate immune cells. This could explain the increased control of the mutant strain. However, further studies are required to characterize any differences in the innate immune response to <italic>tps1&#x394; C. neoformans.</italic>
</p>
<p>Since the lung is a main host barrier that <italic>Cryptococcus</italic> needs to breach (<xref ref-type="bibr" rid="B10">Curtis et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B19">Huffnagle and Lipscomb, 1998</xref>; <xref ref-type="bibr" rid="B34">Osterholzer et&#xa0;al., 2009a</xref>; <xref ref-type="bibr" rid="B36">Pappas, 2013</xref>), the ability of the fungus to survive in this niche is critical to pathogenesis. While the pulmonary factors to which TPS1-deletion stain is susceptible remain unknown currently, studies are underway to investigate specific pulmonary factors that efficiently drive control of the <italic>tps1&#x394;</italic> strain. When the pulmonary control was bypassed in our disseminated model, we found that the lungs and spleens could control <italic>tps1&#x394; Cryptococcus</italic>, but the fungus managed to enter the brains, although to a much lesser extent than the WT fungus. This outcome signifies that TPS1 is not necessary for fungal crossing the blood&#x2013;brain barrier (BBB) and to survive within the CNS at last for some period of time. We are left with the question of why the lungs are able to quickly control <italic>tps1&#x394; Cryptococcus</italic> through resident and early innate mechanisms, whereas the brain cannot. A recent study indicated that the major resident host immune cell in the brain, the microglia, are not effective at controlling and provide a niche for growth of <italic>C. neoformans</italic> H99 in the brain early in the infection (<xref ref-type="bibr" rid="B31">Mohamed et&#xa0;al., 2023</xref>). One possible explanation is that microglia alone are not sufficient to kill <italic>tps1&#x394; C. neoformans</italic> in the brain and it takes a much longer time for the host to recruit the proper cellular defenses against the fungus in this tightly controlled immune privileged environment and future studies are needed to address this point.</p>
<p>Finally, our data show a novel link between trehalose biosynthesis and capsule production in <italic>C. neoformans.</italic> The formation of the cryptococcal capsule is perhaps the most well-established virulence factor for this fungus (<xref ref-type="bibr" rid="B12">Fromtling et&#xa0;al., 1982</xref>; <xref ref-type="bibr" rid="B6">Chang and Kwon-Chung, 1994</xref>). When capsule formation in trehalose-deficient cryptococcus was first investigated, it was observed that <italic>tps1&#x394; C. neoformans</italic> strain was capable of capsule production in the <italic>in vitro</italic> conditions (<xref ref-type="bibr" rid="B33">Ngamskulrungroj et&#xa0;al., 2009</xref>). However, when <italic>tps1</italic> gene was deleted in the closely related species <italic>Cryptococcus gattii</italic>, the fungus became acapsular (<xref ref-type="bibr" rid="B33">Ngamskulrungroj et&#xa0;al., 2009</xref>). As expected from an acapsular mutant, the <italic>tps1&#x394; C. gattii</italic> showed full pulmonary clearance within 1 week of infection (<xref ref-type="bibr" rid="B33">Ngamskulrungroj et&#xa0;al., 2009</xref>). This clearance rate parallels that of <italic>tps1&#x394; C. neoformans</italic>, in our study, which prompted us to look whether the observed severe defects in pulmonary virulence of <italic>tps1&#x394;</italic> could be linked to the capsule. We found that the capsule size <italic>in vitro</italic> and in the lungs of the <italic>tps1&#x394;</italic>-infected mice was at least half the size of that of the <italic>tps1</italic>-sufficent WT and complemented strains (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7C</bold>
</xref>). Interestingly, trehalose is not a known structural component of the cryptococcal capsule. Therefore, future studies are needed to uncover how the TPS pathway contributes to the capsule formation. One possible hypothesis is that <italic>tps1</italic>-deleted mutants without Trehalose-6-phosphate production as a signaling molecule have cell wall alterations, which in turn affect the capsule formation/attachment. In fact, altered cell wall was reported in <italic>Candida albicans</italic> tps1/tps1 null mutant (<xref ref-type="bibr" rid="B48">Thammahong et&#xa0;al., 2017</xref>) and <italic>Aspergillus fumigatus</italic> (<xref ref-type="bibr" rid="B1">Al-Bader et&#xa0;al., 2010</xref>). Mutants with an altered cell wall structure show significant stress sensitivity and virulence defects just like the acapsular strains (<xref ref-type="bibr" rid="B41">Reese and Doering, 2003</xref>; <xref ref-type="bibr" rid="B42">Reese et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B44">Rodrigues et&#xa0;al., 2018</xref>), and more research is needed to determine how the <italic>TPS</italic> pathway and formation of trehalose-6-phosphate contributes to capsule formation in <italic>C. neoformans</italic>.</p>
<p>In conclusion, this study has found that TPS1 in <italic>C. neoformans</italic> is required to provide fungal protection against host defenses in the lungs. Host control is driven by resident/innate factors not humoral, or T-cell-mediated responses. TPS1 provides protection against these host defenses likely in part through the generation of a fully robust capsule. The deletion of <italic>tps1</italic> creates an opportunity for more effective immune attack executed by the innate host defense elements. Thus, inhibition of the TPS1 enzyme could serve as a way to incapacitate the fungi as a therapeutic approach even in patients lacking adaptive immune responses.</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="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The animal study was approved by Veterans Affairs Institutional Animal Care and Use Committee. The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>KG: Formal analysis, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. AC: Investigation, Writing &#x2013; review &amp; editing. JX: Conceptualization, Writing &#x2013; review &amp; editing. XH: Investigation, Writing &#x2013; review &amp; editing. RH: Investigation, Writing &#x2013; review &amp; editing. CG: Conceptualization, Writing &#x2013; review &amp; editing. JT: Conceptualization, Writing &#x2013; review &amp; editing. DT: Conceptualization, Writing &#x2013; review &amp; editing. JP:&#xa0;Conceptualization, Writing &#x2013; review &amp; editing. MO: Conceptualization, Funding acquisition, Methodology, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by U.S. Department of Veterans Affairs grants (Merit Award I01BX000656 and Research Career Scientist Award IK6BX003615&#x2010;01 to MO, and CDA-2 award IK2BX006208 to KG), R01AI73896 and AI93257 to JP, and by a Foundation for the National Institutes of Health postdoctoral fellowship T32 grant through the Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan (5T32HL007749-27 to KG). JX was supported by the American Lung Association Grant CA-827199 and the Pandemic Research Recovery Program from the University of Michigan Medical School.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We thank Dr. Xueli Gao, W. Rex Underwood, Patrick Szygowski, Rachel Bareis, Katie Sinitsyna, Mac Reynolds, Brandon McLellan, and Chloe Kazaglis, for technical assistance at various stages of this project. We also thank the University of Michigan Undergraduate Research Opportunity Program for support of the undergraduate students helping with this project. We would like to thank Peter Stuckey and Felipe H. Santiago-Tirado from the University of Notre Dame and Minna Ding and Kirsten Nielsen from the University of Minnesota for technical advice.</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>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec 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.2024.1392015/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcimb.2024.1392015/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
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