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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2021.711847</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>IL-6 and IL-10 Levels, Rather Than Viral Load and Neutralizing Antibody Titers, Determine the Fate of Patients With Severe Fever With Thrombocytopenia Syndrome Virus Infection in South Korea</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yoo</surname>
<given-names>Jeong Rae</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1196446"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kim</surname>
<given-names>Tae-Jin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn002">
<sup>&#x2020;</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1437287"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Heo</surname>
<given-names>Sang Taek</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/589151"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hwang</surname>
<given-names>Kyung-Ah</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1437219"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Oh</surname>
<given-names>Hyunjoo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1397382"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ha</surname>
<given-names>TaeHong</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1424394"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ko</surname>
<given-names>Hye Kyung</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Baek</surname>
<given-names>Seungjae</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1437255"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kim</surname>
<given-names>Ju Eun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1437312"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kim</surname>
<given-names>Jun Hyeong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lee</surname>
<given-names>Jiin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kang</surname>
<given-names>Min Ji</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1437226"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yoo</surname>
<given-names>Mi Soo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kim</surname>
<given-names>Jung Mogg</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1241388"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Lee</surname>
<given-names>Kyung-Mi</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/625183"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Lee</surname>
<given-names>Keun Hwa</given-names>
</name>
<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/582351"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of internal Medicine, Jeju National University College of Medicine</institution>, <addr-line>Jeju</addr-line>, <country>South Korea</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Biochemistry, Korea University College of Medicine</institution>, <addr-line>Seoul</addr-line>, <country>South Korea</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Research and Development, SML Genetree</institution>, <addr-line>Seoul</addr-line>, <country>South Korea</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Deparment of Microbiology, Hanyang University College of Medicine</institution>, <addr-line>Seoul</addr-line>, <country>South Korea</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Stefan Vieths, Paul-Ehrlich-Institut (PEI), Germany</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Egidia Miftode, Grigore T. Popa University of Medicine and Pharmacy, Romania; Kyun-Hwan Kim, Sungkyunkwan University, South Korea</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Keun Hwa Lee, <email xlink:href="mailto:yomust7@gmail.com">yomust7@gmail.com</email>; Kyung-Mi Lee, <email xlink:href="mailto:kyunglee@korea.ac.kr">kyunglee@korea.ac.kr</email>
</p>
</fn>
<fn fn-type="present-address" id="fn002">
<p>&#x2020;Present address: Tae-Jin Kim, Division of Radiation Biomedical Research, Korea Institute of Radiological and Medical Science, Seoul, South Korea</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2021;These authors have contributed equally to this work and share first authorship</p>
</fn>
<fn fn-type="other" id="fn004">
<p>This article was submitted to Viral Immunology, a section of the journal Frontiers in Immunology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>08</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>711847</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>05</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>07</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Yoo, Kim, Heo, Hwang, Oh, Ha, Ko, Baek, Kim, Kim, Lee, Kang, Yoo, Kim, Lee and Lee</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Yoo, Kim, Heo, Hwang, Oh, Ha, Ko, Baek, Kim, Kim, Lee, Kang, Yoo, Kim, Lee and Lee</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>Severe fever with thrombocytopenia syndrome (SFTS) is a new tick-borne viral disease, and most SFTS virus (SFTSV) infections occur <italic>via</italic> bites from the tick <italic>Haemaphysalis longicornis</italic>; however, SFTSV transmission can also occur through close contact with an infected patient. SFTS is characterized by acute high fever, thrombocytopenia, leukopenia, elevated serum hepatic enzyme levels, gastrointestinal symptoms, and multiorgan failure and has a 16.2 to 30% mortality rate. In this study, we found that age, dyspnea rates, aspartate aminotransferase (AST), alanine aminotransferase (ALT), lactate dehydrogenase, multiorgan dysfunction score (MODS), viral load, IL-6 levels, and IL-10 levels were higher in patients with fatal disease than in patients with nonfatal disease during the initial clinical course of SFTS. In addition, we found that IL-6 and IL-10 levels, rather than viral load and neutralizing antibody titers, in patients with an SFTSV infection strongly correlated with outcomes (for severe disease with an ultimate outcome of recovery or death).</p>
</abstract>
<kwd-group>
<kwd>severe fever with thrombocytopenia syndrome</kwd>
<kwd>tick-borne viral diseases</kwd>
<kwd>IL-6</kwd>
<kwd>IL-10</kwd>
<kwd>South Korea</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Research Foundation of Korea<named-content content-type="fundref-id">10.13039/501100003725</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Hanyang University<named-content content-type="fundref-id">10.13039/501100002380</named-content>
</contract-sponsor>
<counts>
<fig-count count="0"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="13"/>
<page-count count="5"/>
<word-count count="2619"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Severe fever with thrombocytopenia syndrome (SFTS), a new tick-borne viral disease with a high mortality rate, was first reported in China in 2009, South Korea in 2010, Japan in 2013, Vietnam in 2017, Myanmar in 2018, Taiwan in 2019, and Thailand and Pakistan in 2020 (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>Most SFTSV infections occur <italic>via</italic> bites from the tick <italic>Haemaphysalis longicornis</italic>; however, SFTSV transmission can also occur through close contact with an infected patient (<xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>SFTS is characterized by acute high fever, thrombocytopenia, leukopenia, elevated serum hepatic enzyme levels, gastrointestinal symptoms, and multiorgan failure and has a 16.2 to 30% mortality rate (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B10">10</xref>).</p>
<p>In this study, we report the clinical and laboratory variables and clinical outcomes of confirmed SFTS patients with nonfatal and fatal disease from 2013 to 2019 in South Korea and show that age, dyspnea rates, aspartate aminotransferase (AST), alanine aminotransferase (ALT), lactate dehydrogenase, multiorgan dysfunction score (MODS), viral load, IL-6 levels, and IL-10 levels were higher in patients with fatal disease than in patients with nonfatal disease during the initial clinical course of SFTS.</p>
<p>In addition, we found that systemic IL-6 and IL-10 levels in patients with an SFTSV infection more strongly correlated with outcomes (for severe disease with an ultimate outcome of recovery or death) than did viral load and neutralizing antibodies.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials And Methods</title>
<p>We confirmed 62 SFTS patients treated at a single tertiary hospital on Jeju Island from April 2013 to December 2019 (case fatality rate (CFR = 11.2%), and 54 SFTS patients were enrolled in the study (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Demographics and baseline characteristics of patients infected with SFTSV in Jeju, South Korea, from 2013 to 2019 (<italic>n</italic>=54).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Variables</th>
<th valign="top" align="center">All patients (<italic>n</italic> = 54)</th>
<th valign="top" align="center">Patients with nonfatal disease (<italic>n</italic> = 47)</th>
<th valign="top" align="center">Patients with fatal disease (<italic>n</italic> = 7)</th>
<th valign="top" align="center">
<italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age &#xb1; SD (years)</td>
<td valign="top" align="center">62.8 &#xb1; 14.3</td>
<td valign="top" align="center">61.4 &#xb1; 14.4</td>
<td valign="top" align="center">72.0 &#xb1; 9.9</td>
<td valign="top" align="center">0.046</td>
</tr>
<tr>
<td valign="top" align="left">Sex, n (%)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Men, n (%)</td>
<td valign="top" align="center">31 (58.5)</td>
<td valign="top" align="center">25 (54.3)</td>
<td valign="top" align="center">6 (85.7)</td>
<td valign="top" align="center">0.12</td>
</tr>
<tr>
<td valign="top" align="left">CCI &#xb1; SD</td>
<td valign="top" align="center">0.4 &#xb1; 0.7</td>
<td valign="top" align="center">0.3 &#xb1; 0.7</td>
<td valign="top" align="center">0.9 &#xb1; 0.9</td>
<td valign="top" align="center">0.04</td>
</tr>
<tr>
<td valign="top" align="left">Febrile sensation, n (%)</td>
<td valign="top" align="center">49 (92.5)</td>
<td valign="top" align="center">45 (97.8)</td>
<td valign="top" align="center">4 (57.1)</td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="top" align="left">Myalgia, n (%)</td>
<td valign="top" align="center">21 (39.6)</td>
<td valign="top" align="center">25 (54.3)</td>
<td valign="top" align="center">6 (85.7)</td>
<td valign="top" align="center">0.02</td>
</tr>
<tr>
<td valign="top" align="left">Diarrhea, n (%)</td>
<td valign="top" align="center">22 (41.5)</td>
<td valign="top" align="center">19 (41.3)</td>
<td valign="top" align="center">3 (42.9)</td>
<td valign="top" align="center">0.03</td>
</tr>
<tr>
<td valign="top" align="left">Hemoptysis, n (%)</td>
<td valign="top" align="center">2 (3.8)</td>
<td valign="top" align="center">1 (2.2)</td>
<td valign="top" align="center">1 (14.3)</td>
<td valign="top" align="center">0.04</td>
</tr>
<tr>
<td valign="top" align="left">Dyspnea, n (%)</td>
<td valign="top" align="center">2 (3.8)</td>
<td valign="top" align="center">0 (0)</td>
<td valign="top" align="center">2 (28.6)</td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="top" align="left">Mean time from symptom onset<break/>to diagnosis &#xb1; SD</td>
<td valign="top" align="center">5.6 &#xb1; 3.1</td>
<td valign="top" align="center">5.8 &#xb1; 3.2</td>
<td valign="top" align="center">5.4 &#xb1; 2.9</td>
<td valign="top" align="center">0.79</td>
</tr>
<tr>
<td valign="top" align="left">Mean body temperature<break/>&#xb1; SD (&#xb0;C)</td>
<td valign="top" align="center">38.6 &#xb1; 0.8</td>
<td valign="top" align="center">38.6 &#xb1; 0.8</td>
<td valign="top" align="center">38.1 &#xb1; 0.9</td>
<td valign="top" align="center">0.04</td>
</tr>
<tr>
<td valign="top" align="left">ANC &#xb1; SD (cells/&#x3bc;L)</td>
<td valign="top" align="center">1,403.0 &#xb1; 1,307.1</td>
<td valign="top" align="center">1,373.2 &#xb1; 1,308.8</td>
<td valign="top" align="center">1,621.8 &#xb1; 1,395.5</td>
<td valign="top" align="center">0.67</td>
</tr>
<tr>
<td valign="top" align="left">Platelet count &#xb1; SD (/&#x3bc;L)</td>
<td valign="top" align="center">57,682.6 &#xb1; 28,924.2</td>
<td valign="top" align="center">5,963.0 &#xb1; 34,028.4</td>
<td valign="top" align="center">44,700.0 &#xb1;8,657.9</td>
<td valign="top" align="center">0.24</td>
</tr>
<tr>
<td valign="top" align="left">CRP &#xb1; SD (mg/dL)</td>
<td valign="top" align="center">0.9 &#xb1; 1.7</td>
<td valign="top" align="center">0.82 &#xb1; 1.5</td>
<td valign="top" align="center">1.8 &#xb1; 2.6</td>
<td valign="top" align="center">0.16</td>
</tr>
<tr>
<td valign="top" align="left">AST &#xb1; SD (IU/L)</td>
<td valign="top" align="center">182.6 &#xb1; 301.3</td>
<td valign="top" align="center">122.8 &#xb1; 140.7</td>
<td valign="top" align="center">575.6 &#xb1; 656.5</td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="left">ALT &#xb1; SD (IU/L)</td>
<td valign="top" align="center">77 &#xb1; 87.3</td>
<td valign="top" align="center">64.0 &#xb1; 55.2</td>
<td valign="top" align="center">162.3 &#xb1; 182.8</td>
<td valign="top" align="center">0.004</td>
</tr>
<tr>
<td valign="top" align="left">CK &#xb1; SD (IU/L)</td>
<td valign="top" align="center">1,069.6 &#xb1; 1,741.7</td>
<td valign="top" align="center">9,45.1 &#xb1; 1592.3</td>
<td valign="top" align="center">1,834.3 &#xb1; 2,496.0</td>
<td valign="top" align="center">0.21</td>
</tr>
<tr>
<td valign="top" align="left">LDH &#xb1; SD (IU/L)</td>
<td valign="top" align="center">1,083.6 &#xb1; 1,303.6</td>
<td valign="top" align="center">828.0 &#xb1; 631.7</td>
<td valign="top" align="center">3,042.7 &#xb1; 2,921.6</td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="left">MODS &#xb1; SD</td>
<td valign="top" align="center">4.43 &#xb1; 4.3</td>
<td valign="top" align="center">3.0 &#xb1; 1.8</td>
<td valign="top" align="center">13.7 &#xb1; 4.2</td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Viral load &#xb1; SD<break/>(copies/mL)</td>
<td valign="top" align="center">98,022,220.9 &#xb1; 702,692,683.2</td>
<td valign="top" align="center">403,658.3 &#xb1; 795,822.0</td>
<td valign="top" align="center">725,570,123.6 &#xb1; 1,914,726,379.0</td>
<td valign="top" align="center">0.0019</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Values are presented as the mean &#xb1; standard deviation. SFTSV, severe fever with thrombocytopenia syndrome virus; CCI, Charlson Comorbidity Index; ANC, absolute neutrophil count; CRP, c-reactive protein; AST, aspartate aminotransferase; ALT, alanine aminotransferase; CK, creatinine kinase; LDH, lactate dehydrogenase; MODS, multiorgan dysfunction score.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>To investigate demographic, clinical, and laboratory variables, including SFTS viral loads (Ct value) and the levels of cytokines (obtained during the first visit to the hospital), we collected 155 serum samples from 54 patients (patients with nonfatal disease: <italic>n</italic> = 47, mean age: 61.4 &#xb1; 14.4; patients with fatal disease: <italic>n</italic> = 7, mean age: 72.0 &#xb1; 9.9, CFR = 12.96%). Laboratory variables were confirmed in the Laboratory Department of Jeju National University Hospital (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). This study was approved by the Institutional Review Board (IRB) of Jeju National University Hospital (IRB file no. 2018-11-002).</p>
<p>For molecular diagnosis of SFTSV and measurements of viral load, RNA was extracted from stored patient serum (155 serum samples from 54 patients) using a QIAamp Viral RNA Mini kit (QIAGEN, Hilden, Germany). Real-time one-step RT-PCR was performed using an Ezplex<sup>&#xae;</sup> SFTS virus Real-time PCR Kit (SMLGENETREE, South Korea) according to the manufacturer&#x2019;s instructions. The patients were confirmed within one day in the hospital.</p>
<p>To characterize the effect of SFTSV infection on the production of serum cytokines in SFTS patients, interleukin-2 (IL-2), IL-4, IL-6, IL-10, IL-17A, tumor necrosis factor (TNF-&#x3b1;), and interferon-&#x3b3; (IFN-&#x3b3;) were measured using human Th1/Th2/Th17 CBA kits (BD Bioscience, San Diego, CA) according to the manufacturer&#x2019;s instructions, with minor modifications. Sample acquisitions were performed with a FACS Canto II flow cytometer and analyzed by FCAP Array software version 3.0 (BD Bioscience, San Diego, CA).</p>
<p>All statistical analyses were performed using SPSS version 20.0 (IBM Corp., Armonk, NY, USA). <italic>P</italic> values &lt; 0.05 indicated statistical significance. To compare the mean difference between patients with fatal and nonfatal disease, we usually used a two-samples t-test. When using this method, we checked some assumptions, such as normality, equal variance, and independence. In this case, the two groups had quite different sample sizes (<italic>n </italic>= 47 and <italic>n </italic>= 7), and the normality assumption for each group did not hold. We used a nonparametric two-sample t-test called the Wilcoxon-Mann-Whitney test (<xref ref-type="table" rid="T1">
<bold>Tables&#xa0;1</bold>
</xref> and <xref ref-type="table" rid="T2">
<bold>2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Comparison of cytokine concentrations between patients with nonfatal and fatal disease<sup>a</sup>.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Characteristic</th>
<th valign="top" align="center">Patients with nonfatal disease (<italic>n </italic>= 47)</th>
<th valign="top" align="center">Patients with fatal disease (<italic>n</italic> = 7)</th>
<th valign="top" align="center">
<italic>p</italic>-value&#xa0;</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">IL-2</td>
<td valign="top" align="center">0.3 (0.0-2.3)</td>
<td valign="top" align="center">0.6 (0.0-2.1)</td>
<td valign="top" align="center">0.1352</td>
</tr>
<tr>
<td valign="top" align="left">IL-4</td>
<td valign="top" align="center">0.3 (0.0-2.7)</td>
<td valign="top" align="center">0.4 (0.0-1.0)</td>
<td valign="top" align="center">0.1765</td>
</tr>
<tr>
<td valign="top" align="left">IL-6</td>
<td valign="top" align="center">10.8 (0.0-34.8)</td>
<td valign="top" align="center">3,151.2 (17.2-15,103.8)</td>
<td valign="top" align="center">&lt;0001</td>
</tr>
<tr>
<td valign="top" align="left">IL-10</td>
<td valign="top" align="center">8.8 (0.0-72.3)</td>
<td valign="top" align="center">42.9 (8.2-145.2)</td>
<td valign="top" align="center">0.0003</td>
</tr>
<tr>
<td valign="top" align="left">IL-17A</td>
<td valign="top" align="center">25.7 (0.0-120.2)</td>
<td valign="top" align="center">16.0 (1.5-43.3)</td>
<td valign="top" align="center">0.0896</td>
</tr>
<tr>
<td valign="top" align="left">IFN-&#x3b3;</td>
<td valign="top" align="center">136.7 (0.0-679.6)</td>
<td valign="top" align="center">540.4 (0.0-3258.8)</td>
<td valign="top" align="center">0.3406</td>
</tr>
<tr>
<td valign="top" align="left">TNF</td>
<td valign="top" align="center">0.6 (0.0-7.6)</td>
<td valign="top" align="center">8.2 (0.0-51.3)</td>
<td valign="top" align="center">0.1521</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Unit: pg/ml; <sup>a</sup>Values are listed as the median and range unless otherwise noted.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>We confirmed 62 SFTS patients treated at a single tertiary hospital on Jeju Island from April 2013 to December 2019 (case fatality rate (CFR) = 11.2%, and 54 SFTS patients (patients with nonfatal disease: <italic>n</italic> = 47, mean age: 61.4 &#xb1; 14.4; patients with fatal disease: <italic>n</italic> = 7, mean age: 72.0 &#xb1; 9.9, CFR = 12.96%) enrolled in the study (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<p>Among the 54 SFTS patients, age, dyspnea rates, body temperature, AST, ALT, LDH, MODS, viral load, IL-6 levels, and IL-10 levels were significantly associated with the outcomes of patients with SFTSV (<xref ref-type="table" rid="T1">
<bold>Tables&#xa0;1</bold>
</xref>, <xref ref-type="table" rid="T2">
<bold>2</bold>
</xref>). Compared with patients with nonfatal disease, patients with fatal disease had higher age (<italic>p</italic>-value 0.046), dyspnea rates (0.001), AST (&lt;0.001), ALT (0.004), LDH (&lt;.0001), MODS (&lt;.0001), viral load (0.0019), serum IL-6 levels (&lt;.0001), and serum IL-10 levels (0.0003) and lower body temperature (0.04) during the initial clinical course of hospitalization (<xref ref-type="table" rid="T1">
<bold>Tables&#xa0;1</bold>
</xref>, <xref ref-type="table" rid="T2">
<bold>2</bold>
</xref>). However, there were no statistically significant differences in plasma levels of IL-2, IL-4, IL-17A, TNF-&#x3b1;, and IFN-&#x3b3; between patients with nonfatal and fatal disease (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<p>We also studied the kinetics of the viral load and cytokine levels and compared them with the titer of neutralizing antibodies, which was previously shown to differ between patients with fatal severe disease and patients with nonfatal severe disease (<xref ref-type="bibr" rid="B11">11</xref>).</p>
<p>In patients with nonfatal severe disease, the levels of IL-6 and IL-10 were lower, and the viral load was higher than those of patients with fatal severe disease and decreased over time. In our previous paper, we showed that the titer of neutralizing antibodies in patients with nonfatal severe disease increased over time, although one patient with nonfatal severe disease did not produce neutralizing antibodies, similar to patients with fatal severe disease (<xref ref-type="table" rid="T3">
<bold>Tables&#xa0;3-1</bold>
</xref>, <xref ref-type="table" rid="T4">
<bold>3-2</bold>
</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3-1</label>
<caption>
<p>Comparison of IL-6 and IL-10 concentrations, viral load, and neutralizing antibody titers between patients with fatal severe disease and patients with nonfatal severe disease.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Patients</th>
<th valign="top" align="center">Age (years) /Sex</th>
<th valign="top" align="center">*Date</th>
<th valign="top" align="center">Severity</th>
<th valign="top" align="center">Outcome</th>
<th valign="top" align="center">IL-6</th>
<th valign="top" align="center">IL-10</th>
<th valign="top" align="center">Viral load (copies/mL)</th>
<th valign="top" align="center">FRNT50 titer (<xref ref-type="bibr" rid="B11">11</xref>)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">P01-13</td>
<td valign="top" align="center">73/M</td>
<td valign="top" align="center">May-16-13</td>
<td valign="top" align="left">Severe</td>
<td valign="top" align="left">Death</td>
<td valign="top" align="center">2622.3</td>
<td valign="top" align="center">10.9</td>
<td valign="top" align="center">897.242.38</td>
<td valign="top" align="center">6.569</td>
</tr>
<tr>
<td valign="top" align="left">P04-13</td>
<td valign="top" align="center">63/M</td>
<td valign="top" align="center">Jun-13-13</td>
<td valign="top" align="left">Severe</td>
<td valign="top" align="left">Death</td>
<td valign="top" align="center">117.2</td>
<td valign="top" align="center">8.2</td>
<td valign="top" align="center">&lt; 100</td>
<td valign="top" align="center">6.222</td>
</tr>
<tr>
<td valign="top" align="left">P16-15</td>
<td valign="top" align="center">74/M</td>
<td valign="top" align="center">Jun-10-15</td>
<td valign="top" align="left">Severe</td>
<td valign="top" align="left">Death</td>
<td valign="top" align="center">61.4</td>
<td valign="top" align="center">45.6</td>
<td valign="top" align="center">15,527.11</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left">P49-18</td>
<td valign="top" align="center">81/F</td>
<td valign="top" align="center">Jun-12-18</td>
<td valign="top" align="left">Severe</td>
<td valign="top" align="left">Recovered</td>
<td valign="top" align="center">22.2</td>
<td valign="top" align="center">40.8</td>
<td valign="top" align="center">1,222,514.26</td>
<td valign="top" align="center">3.401</td>
</tr>
<tr>
<td valign="top" align="left">P64-19</td>
<td valign="top" align="center">64/M</td>
<td valign="top" align="center">Aug-12-19</td>
<td valign="top" align="left">Severe</td>
<td valign="top" align="left">Recovered</td>
<td valign="top" align="center">5.6</td>
<td valign="top" align="center">5.6</td>
<td valign="top" align="center">48,766.65</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left">P66-19</td>
<td valign="top" align="center">60/F</td>
<td valign="top" align="center">Aug-28-19</td>
<td valign="top" align="left">Severe</td>
<td valign="top" align="left">Recovered</td>
<td valign="top" align="center">3.9</td>
<td valign="top" align="center">3.8</td>
<td valign="top" align="center">798.839.84</td>
<td valign="top" align="center">10.25</td>
</tr>
<tr>
<td valign="top" align="left">P70-19</td>
<td valign="top" align="center">70/F</td>
<td valign="top" align="center">Oct-11-19</td>
<td valign="top" align="left">Severe</td>
<td valign="top" align="left">Recovered</td>
<td valign="top" align="center">7.1</td>
<td valign="top" align="center">7.1</td>
<td valign="top" align="center">101.288.97</td>
<td valign="top" align="center">13.53</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Unit: pg/ml, *Date: The hospitalization and sampling date; P, positive; N, negative; FRNT50, 50% focus reduction neutralization test.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T4" position="float">
<label>Table&#xa0;3-2</label>
<caption>
<p>Kinetics of IL-6 and IL-10 concentrations, viral load, and neutralizing antibody titers in patients with nonfatal severe disease.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Patients</th>
<th valign="top" align="center">Age (years) /Sex</th>
<th valign="top" align="center">Date</th>
<th valign="top" align="center">Severity</th>
<th valign="top" align="center">Outcome</th>
<th valign="top" align="center">IL-6</th>
<th valign="top" align="center">IL-10</th>
<th valign="top" align="center">Viral load (copies/mL)</th>
<th valign="top" align="center">FRNT50 titer (<xref ref-type="bibr" rid="B11">11</xref>)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="4" align="left">P49-18</td>
<td valign="top" rowspan="4" align="left">81/F</td>
<td valign="top" align="left">*Jun-12-18</td>
<td valign="top" rowspan="4" align="left">Severe</td>
<td valign="top" rowspan="4" align="left">Recovered</td>
<td valign="top" align="center">22.2</td>
<td valign="top" align="center">40.8</td>
<td valign="top" align="center">1,222,514.26</td>
<td valign="top" align="center">3.401</td>
</tr>
<tr>
<td valign="top" align="left">Jun-14-18</td>
<td valign="top" align="center">23.5</td>
<td valign="top" align="center">28.7</td>
<td valign="top" align="center">18,307.96</td>
<td valign="top" align="center">2.171</td>
</tr>
<tr>
<td valign="top" align="left">Jun-16-18</td>
<td valign="top" align="center">18.8</td>
<td valign="top" align="center">6.7</td>
<td valign="top" align="center">4,798.72</td>
<td valign="top" align="center">0.6024</td>
</tr>
<tr>
<td valign="top" align="left">Jun-18-18</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">2.2</td>
<td valign="top" align="center">2,785.74</td>
<td valign="top" align="center">9.89</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">P64-19</td>
<td valign="top" rowspan="3" align="left">64/M</td>
<td valign="top" align="left">*Aug-12-19</td>
<td valign="top" rowspan="3" align="left">Severe</td>
<td valign="top" rowspan="3" align="left">Recovered</td>
<td valign="top" align="center">5.6</td>
<td valign="top" align="center">5.6</td>
<td valign="top" align="center">48,766.65</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left">Aug-14-19</td>
<td valign="top" align="center">2.5</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">3,266.81</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left">Aug-16-19</td>
<td valign="top" align="center">2.4</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1,217.66</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">P66-19</td>
<td valign="top" rowspan="2" align="left">60/F</td>
<td valign="top" align="left">*Aug-28-19</td>
<td valign="top" rowspan="2" align="left">Severe</td>
<td valign="top" rowspan="2" align="left">Recovered</td>
<td valign="top" align="center">3.9</td>
<td valign="top" align="center">3.8</td>
<td valign="top" align="center">798,839.84</td>
<td valign="top" align="center">10.25</td>
</tr>
<tr>
<td valign="top" align="left">Aug-30-19</td>
<td valign="top" align="center">3.2</td>
<td valign="top" align="center">2.6</td>
<td valign="top" align="center">34,353.24</td>
<td valign="top" align="center">5.857</td>
</tr>
<tr>
<td valign="top" align="left">P70-19</td>
<td valign="top" align="left">70/F</td>
<td valign="top" align="left">*Oct-11-19</td>
<td valign="top" align="left">Severe</td>
<td valign="top" align="left">Recovered</td>
<td valign="top" align="center">7.1</td>
<td valign="top" align="center">7.1</td>
<td valign="top" align="center">101,288.97</td>
<td valign="top" align="center">13.53</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center">Oct-22-19</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center">23.6</td>
<td valign="top" align="center">2.9</td>
<td valign="top" align="center">Undetermined</td>
<td valign="top" align="center">34.82</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Unit: pg/ml, *The hospitalization and sampling date; P, positive; N, negative; FRNT50, 50% focus reduction neutralization test.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>IL-6, a proinflammatory cytokine, is essential for escalating the cell response to control persistent viral infection, and expression of IL-10, an important anti-inflammatory cytokine, is significantly elevated in SFTS patients, especially in patients with fatal disease.</p>
<p>The overproduction of IL-6 and IL-10 can create a cytokine storm, which is considered to contribute to the pathology of SFTS (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>).</p>
<p>In this study, high levels of IL-6 and IL-10 and high viral loads were found to coexist in patients with fatal and nonfatal disease.</p>
<p>In addition, IL-6 and IL-10 levels were higher in patients with fatal severe disease than in patients with nonfatal severe disease, and the levels of these cytokines were both decreased in patients with nonfatal severe disease.</p>
<p>The viral load was higher in patients with nonfatal severe disease than in patients with fatal severe disease at the first visit to the hospital and decreased over time. The titers of neutralizing antibodies for some patients with nonfatal severe disease was lower than that of patients with fatal severe disease at the first visit to the hospital but increased over time. However, one patient did not produce neutralizing antibodies such as a patient with fatal severe disease.</p>
<p>Therefore, we suggest that IL-6 and IL-10 determine the fate of patients (for severe disease with an ultimate outcome of recovery or death) more than viral load and the titer of neutralizing antibodies.</p>
<p>The limitations of our study include the relatively small number of patients studied (<italic>n </italic>= 54). However, this is a rigorous prospective study that took 7 years (from 2013 to 2019) in a representative hospital for the treatment of SFTS on Jeju Island, South Korea.</p>
<p>In summary, we reported that the levels of serum IL-6 and IL-10 were elevated in patients with fatal severe disease, while the levels these cytokines decreased in patients with nonfatal severe disease. This suggests that IL-6 and IL-10, rather than viral load and the titer of neutralizing antibodies, play an important role in determining the fate of patients.</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/supplementary material. Further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s6">
<title>Ethics Statement</title>
<p>This study was approved by the Institutional Review Board (IRB) of Jeju National University Hospital (IRB file no. 2018-11-002). The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s7">
<title>Author Contributions  </title>
<p>Conceptualization: KL. Methodology: KL, K-ML, JY, SH, TK, K-AH, HO, HK, SB, JEK, JHK, JL, MK, and TH. Supervision and validation: KL and K-ML. Formal analysis: KL, K-ML, JY, SH, TK, and K-AH. Funding acquisition: KL and K-ML. Data curation: KL and K-ML. Writing-original draft: KL, K-ML, JY, and TK. Writing-review and editing: KL and K-ML. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the National Research Foundation of Korea (NRF), the Ministry of Science, ICT, and Future Planning of South Korea (grant number: NRF-2020R1A2C2103061), and research funding from Hanyang University (HY-2020), and we thank S.Y. Bae for reviewing this paper.</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>K-AH was employed by SML Genetree.</p> 
<p>The remaining 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>
</body>
<back>
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