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<?covid-19-tdm?>
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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.2021.734005</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>Elevated Plasma Fibrinogen Is Associated With Excessive Inflammation and Disease Severity in COVID-19 Patients</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Sui</surname>
<given-names>Jingrui</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1290727"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Noubouossie</surname>
<given-names>Denis F.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gandotra</surname>
<given-names>Sheetal</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1406698"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Cao</surname>
<given-names>Liyun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1290481"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Division of Laboratory Medicine, Department of Pathology, University of Alabama at Birmingham</institution>, <addr-line>Birmingham, AL</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Hematology, the Affiliated Yantai Yuhuangding Hospital of Qingdao University</institution>, <addr-line>Yantai</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Alabama at Birmingham</institution>, <addr-line>Birmingham, AL</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Zhen Yang, The First Affiliated Hospital of Sun Yat-Sen University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Ling Tang, Mayo Clinic Arizona, United States; Shiyue Xu, The First Affiliated Hospital of Sun Yat-Sen University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Liyun Cao, <email xlink:href="mailto:lcao@uabmc.edu">lcao@uabmc.edu</email>; <email xlink:href="mailto:lcao1@uab.edu">lcao1@uab.edu</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Virus and Host, a section of the journal Frontiers in Cellular and Infection Microbiology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>08</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>11</volume>
<elocation-id>734005</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>06</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>07</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Sui, Noubouossie, Gandotra and Cao</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Sui, Noubouossie, Gandotra and Cao</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>The coronavirus disease-19 (COVID-19) is characterized with intense inflammatory response, cardiac involvement, and coagulopathy. Fibrinogen, as a biomarker for inflammation, cardiovascular disease, and coagulation, has not been fully investigated yet. The aim of this study was to assess the clinical application of fibrinogen in COVID-19 patients.</p>
</sec>
<sec>
<title>Methods</title>
<p>We retrospectively analyzed the demographic and laboratory characteristics of 119 COVID-19 patients in the University of Alabama of Birmingham Medical Center. Correlations of fibrinogen on admission with intensive care unit (ICU) admission, disease severity, and laboratory parameters were analyzed.</p>
</sec>
<sec>
<title>Results</title>
<p>Among the 119 COVID-19 patients, 77.3% (92/119) had severe disease, and 59.5% (71/119) patients were admitted to the ICU. Elevated fibrinogen was detected in 67.2% (80/119) of the patients. Fibrinogen levels were significantly associated with inflammatory markers and disease severity, but not with cardiac injury biomarker high sensitivity troponin I. Patients with severe disease had increased fibrinogen levels upon admission compared to patients with non-severe disease (<italic>P</italic> = 0.001). Fibrinogen level at 528.0 mg/dl was the optimal cutoff to predict disease severity, with a sensitivity and specificity of 66.7% and 70.3% (area undty -60er the curve [AUC] 0.72, <italic>P</italic> = 0.0006).</p>
</sec>
<sec>
<title>Conclusions</title>
<p>Fibrinogen is commonly elevated in COVID-19 patients, especially in those with severe disease. Elevated fibrinogen correlates with excessive inflammation, disease severity, and ICU admission in COVID-19 patients.</p>
</sec>
</abstract>
<kwd-group>
<kwd>fibrinogen</kwd>
<kwd>coronavirus disease 2019 (COVID-19)</kwd>
<kwd>inflammation</kwd>
<kwd>cardiovascular disease</kwd>
<kwd>coagulation</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="37"/>
<page-count count="7"/>
<word-count count="4223"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Coronavirus disease-19 (COVID-19) caused by 2019-nCoV/SARS-CoV-2 has led to a global pandemic (<xref ref-type="bibr" rid="B36">Zhou et&#xa0;al., 2020b</xref>). While respiratory illness is the major cause of morbidity and mortality in the COVID-19 patients, coagulopathy (<xref ref-type="bibr" rid="B35">Wang et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B37">Zhou et&#xa0;al., 2020a</xref>), systemic inflammation (<xref ref-type="bibr" rid="B17">Inciardi et&#xa0;al., 2020</xref>) and myocardial injury (<xref ref-type="bibr" rid="B1">Aghagoli et&#xa0;al., 2020</xref>) are also involved in the pathogenesis of the disease. Elevated prothrombin (PT), activated partial thromboplastin time (aPTT) and D-dimer have been reported in COVID-19 patients (<xref ref-type="bibr" rid="B7">Chen et&#xa0;al., 2020b</xref>; <xref ref-type="bibr" rid="B35">Wang et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B37">Zhou et&#xa0;al., 2020a</xref>). During the disease progression, activation of the host defense system results in an imbalance between the procoagulant and anticoagulant systems (<xref ref-type="bibr" rid="B22">Liu et&#xa0;al., 2021</xref>). This leads to thrombi formation that is termed as immunothrombosis (<xref ref-type="bibr" rid="B19">Key et&#xa0;al., 1990</xref>; <xref ref-type="bibr" rid="B8">Engelmann and Massberg, 2013</xref>). D-dimer, as a fibrin degradation product, has been widely reported to be elevated in COVID-19 patients (<xref ref-type="bibr" rid="B28">Rostami and Mansouritorghabeh, 2020</xref>), though without standard reporting (<xref ref-type="bibr" rid="B10">Favaloro and Thachil, 2020</xref>; <xref ref-type="bibr" rid="B32">Thachil et&#xa0;al., 2020</xref>). However, fibrinogen as a clotting factor in coagulation and thrombosis, has not been well studied. In addition, fibrinogen acts as a positive acute phase reactants, which is increased during inflammatory response (<xref ref-type="bibr" rid="B8">Engelmann and Massberg, 2013</xref>). Furthermore, fibrinogen has been considered as an independent risk factor for cardiovascular disease (<xref ref-type="bibr" rid="B9">Ernst, 1990</xref>; <xref ref-type="bibr" rid="B15">Heinrich and Assmann, 1995</xref>; <xref ref-type="bibr" rid="B29">Sweetnam et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B2">Ahmed et&#xa0;al., 2012</xref>). It has been reported that fibrinogen levels are increased in COVID-19 patients (<xref ref-type="bibr" rid="B3">Arachchillage and Laffan, 2020</xref>). Additionally, autopsy studies of COVID-19 patients demonstrated the fibrin rich thrombi in small vessels and pulmonary capillaries (<xref ref-type="bibr" rid="B11">Fox et&#xa0;al., 2020</xref>). However, the overall profile of fibrinogen in COVID-19 patients has remained unclear. By analyzing the correlation of fibrinogen with disease severity, and laboratory markers, the goal of this study was to investigate the role of fibrinogen in the pathogenesis of COVID-19 and evaluate the role of fibrinogen as a biomarker for disease severity.</p>
</sec>
<sec id="s2">
<title>Methods</title>
<sec id="s2_1">
<title>Study Participants and Data Collection</title>
<p>This study included patients with confirmed COVID-19 admitted to the University of Alabama at Birmingham (UAB) Medical Center (Alabama, United States) from March 19, 2020 to June 2, 2020 with fibrinogen tested on initial presentation. The institutional review board at UAB approved this study. The diagnosis was based on World Health Organization guidance and confirmed by 2019-nCoV/SARS-CoV-2 real-time reverse transcription polymerase chain reaction (RT-PCR) assay of nasopharyngeal or oropharyngeal swab samples in the clinical lab of UAB Medical Center (<xref ref-type="bibr" rid="B26">WHO, 2020</xref>, May 27). Patients&#x2019; demographic, clinical and laboratory data were retrospectively collected from the electronic health records. Clinically, severity of the COVID-19 patients was classified into mild, moderate, severe and critical disease according to the Clinical management of COVID-19 by World Health Organization (<xref ref-type="bibr" rid="B26">WHO, 2020</xref>, May 27). Patients were divided into non-severe (mild or moderate) and severe (severe or critical) groups. Severe disease was defined with clinical signs of pneumonia plus one of the following: respiratory rate &gt;30 breaths/min, severe respiratory distress, SpO2 &lt; 90% on room air. Laboratory parameters including complete blood count (CBC) with differentiation, coagulation profile, liver function, renal function, cardiac markers and inflammatory markers were obtained at initial diagnosis. Fibrinogen level was tested using immunoturbidimetric assay with a reference range of 220.0-498.0 mg/dl. Demographic information, clinical characteristics, laboratory parameters and outcomes were compared between patients with elevated and normal fibrinogen to evaluate the role of fibrinogen in COVID-19 patients.</p>
</sec>
<sec id="s2_2">
<title>Statistical Analysis</title>
<p>All statistical analyses were performed with SPSS 26 and GraphPad Prism 8. Normally distributed continuous data were expressed as mean &#xb1; standard deviation (SD) and Student&#x2019;s <italic>t</italic>-test was performed for data analysis. For data that were not normally distributed, values were expressed as median and interquartile range (IQR) and Mann-Whitney <italic>U</italic> test was performed to determine the differences between two groups. Categorical variables were expressed as number and percentage and compared by Fisher&#x2019;s exact test. To assess the predictive value of fibrinogen for disease severity and ICU admission, receiver operating characteristic (ROC) analysis was conducted with the area under the ROC curve (AUC), sensitivity and specificity. The <italic>P</italic> values of &lt; 0.05 and &lt; 0.01 were considered to be statistically significant and highly significant, respectively.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Baseline Clinical Characteristics and Laboratory Findings of the Study Population</title>
<p>During the study period, there were 552 laboratory-confirmed COVID-19 patients in UAB medical center. Among these cases, 119 patients with fibrinogen results on admission were enrolled in our study. The demographic, clinical characteristics, symptoms, and vital sign of the patients are shown in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. The median age of patients was 62 years old (IQR, 50-70 years old). Approximately 56% (67/119) of the patients were male. Most of the patients had at least one comorbidity, with hypertension [70.6% (84/119)] and diabetes mellitus [44.5% (53/119)] were the most frequent ones. The most common presenting symptoms on initial diagnosis were shortness of breath [60.5% (72/119)], fever [37.0% (44/119)], cough (26.1% [31/119]). There were 77.3% (92/119) patients meeting criteria for severe disease and 59.5% (71/119) admitted to ICU.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Comparison of baseline characteristics and outcome between COVID-19 patients with elevated and normal fibrinogen.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center">Total (n=119)</th>
<th valign="top" align="center">Fibrinogen (&#x2265;489.0mg/dl, n=80)</th>
<th valign="top" align="center">Fibrinogen (&lt;489.0mg/dl, n=39)</th>
<th valign="top" align="center">
<italic>P</italic> Value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age (IQR), y</td>
<td valign="top" align="center">62.0 (50.0-70.0)</td>
<td valign="top" align="center">62.0 (53.3-70.0)</td>
<td valign="top" align="center">61.0 (42.0-71.0)</td>
<td valign="top" align="center">0.301<sup>a</sup>
</td>
</tr>
<tr>
<td valign="top" align="left">Male, n (%)</td>
<td valign="top" align="center">67 (56.3)</td>
<td valign="top" align="center">47 (58.8)</td>
<td valign="top" align="center">20 (51.3)</td>
<td valign="top" align="center">0.555</td>
</tr>
<tr>
<td valign="top" align="left">Race</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">&#x2003;African American, n (%)</td>
<td valign="top" align="center">73 (61.3)</td>
<td valign="top" align="center">54 (67.5)</td>
<td valign="top" align="center">19 (48.7)</td>
<td valign="top" align="center">0.07</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;White American, n (%)</td>
<td valign="top" align="center">38 (31.9)</td>
<td valign="top" align="center">20 (25.0)</td>
<td valign="top" align="center">18 (46.2)</td>
<td valign="top" align="center">0.035</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Others, n (%)</td>
<td valign="top" align="center">5 (4.2)</td>
<td valign="top" align="center">3 (3.8)</td>
<td valign="top" align="center">2 (5.1)</td>
<td valign="top" align="center">0.662</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unknown, n (%)</td>
<td valign="top" align="center">2 (1.7)</td>
<td valign="top" align="center">2 (2.5)</td>
<td valign="top" align="center">0 (0)</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Comorbidities</bold>
</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">Hypertension, n (%)</td>
<td valign="top" align="center">84 (70.6)</td>
<td valign="top" align="center">61 (76.3)</td>
<td valign="top" align="center">23 (59.0)</td>
<td valign="top" align="center">0.058</td>
</tr>
<tr>
<td valign="top" align="left">Diabetes mellitus, n (%)</td>
<td valign="top" align="center">53 (44.5)</td>
<td valign="top" align="center">42 (52.5)</td>
<td valign="top" align="center">11 (28.2)</td>
<td valign="top" align="center">
<bold>0.018</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">Coronary artery disease, n (%)</td>
<td valign="top" align="center">12 (10.1)</td>
<td valign="top" align="center">7 (8.8)</td>
<td valign="top" align="center">5 (12.8)</td>
<td valign="top" align="center">0.525</td>
</tr>
<tr>
<td valign="top" align="left">Chronic renal failure, n (%)</td>
<td valign="top" align="center">11 (9.2)</td>
<td valign="top" align="center">7 (8.8)</td>
<td valign="top" align="center">4 (10.3)</td>
<td valign="top" align="center">0.749</td>
</tr>
<tr>
<td valign="top" align="left">Chronic obstructive pulmonary disease, n (%)</td>
<td valign="top" align="center">14 (11.8)</td>
<td valign="top" align="center">8 (10.0)</td>
<td valign="top" align="center">6 (15.4)</td>
<td valign="top" align="center">0.383</td>
</tr>
<tr>
<td valign="top" align="left">History of malignancy, n (%)</td>
<td valign="top" align="center">18 (15.1)</td>
<td valign="top" align="center">14 (17.5)</td>
<td valign="top" align="center">4 (10.3)</td>
<td valign="top" align="center">0.416</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Symptoms</bold>
</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">Shortness of breath, n (%)</td>
<td valign="top" align="center">72 (60.5)</td>
<td valign="top" align="center">54 (67.5)</td>
<td valign="top" align="center">18 (48.7)</td>
<td valign="top" align="center">
<bold>0.03</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">Fever, n (%)</td>
<td valign="top" align="center">44 (37.0)</td>
<td valign="top" align="center">32 (40.0)</td>
<td valign="top" align="center">12 (30.8)</td>
<td valign="top" align="center">0.419</td>
</tr>
<tr>
<td valign="top" align="left">Cough, n (%)</td>
<td valign="top" align="center">31 (26.1)</td>
<td valign="top" align="center">23 (28.8)</td>
<td valign="top" align="center">8 (20.5)</td>
<td valign="top" align="center">0.381</td>
</tr>
<tr>
<td valign="top" align="left">Fatigue, n (%)</td>
<td valign="top" align="center">18 (15.2)</td>
<td valign="top" align="center">15 (18.8)</td>
<td valign="top" align="center">3 (7.7)</td>
<td valign="top" align="center">0.172</td>
</tr>
<tr>
<td valign="top" align="left">Nausea, n (%)</td>
<td valign="top" align="center">4 (3.3)</td>
<td valign="top" align="center">2 (2.5)</td>
<td valign="top" align="center">2 (5.1)</td>
<td valign="top" align="center">0.596</td>
</tr>
<tr>
<td valign="top" align="left">Diarrhea, n (%)</td>
<td valign="top" align="center">9 (7.6)</td>
<td valign="top" align="center">8 (10.0)</td>
<td valign="top" align="center">1 (2.6)</td>
<td valign="top" align="center">0.268</td>
</tr>
<tr>
<td valign="top" align="left">Body ache, n (%)</td>
<td valign="top" align="center">4 (3.4)</td>
<td valign="top" align="center">2 (2.5)</td>
<td valign="top" align="center">2 (5.1)</td>
<td valign="top" align="center">0.596</td>
</tr>
<tr>
<td valign="top" align="left">Chest pain, n (%)</td>
<td valign="top" align="center">6 (5.0)</td>
<td valign="top" align="center">5 (6.3)</td>
<td valign="top" align="center">1 (2.6)</td>
<td valign="top" align="center">0.662</td>
</tr>
<tr>
<td valign="top" align="left">Lack of appetite, n (%)</td>
<td valign="top" align="center">6 (5.0)</td>
<td valign="top" align="center">6 (7.5)</td>
<td valign="top" align="center">0 (0)</td>
<td valign="top" align="center">0.176</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Vital signs</bold>
</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">Temperature (&#xb0;C)</td>
<td valign="top" align="center">37.2 (36.6-38.1)</td>
<td valign="top" align="center">37.2 (36.7-38.3)</td>
<td valign="top" align="center">36.9 (36.6-38.0)</td>
<td valign="top" align="center">0.206<sup>a</sup>
</td>
</tr>
<tr>
<td valign="top" align="left">Respiratory rate (breaths/min)</td>
<td valign="top" align="center">20.0 (17.0-27.0)</td>
<td valign="top" align="center">20.0 (18.0-28.0)</td>
<td valign="top" align="center">18.0 (16.0-25.5)</td>
<td valign="top" align="center">0.067<sup>a</sup>
</td>
</tr>
<tr>
<td valign="top" align="left">Blood pressure (mmHg)</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">Systolic</td>
<td valign="top" align="center">128.2 &#xb1; 24.7</td>
<td valign="top" align="center">129.2 &#xb1; 25.4</td>
<td valign="top" align="center">126.1 &#xb1; 23.4</td>
<td valign="top" align="center">0.549<sup>b</sup>
</td>
</tr>
<tr>
<td valign="top" align="left">Diastolic</td>
<td valign="top" align="center">73.2 &#xb1; 15.0</td>
<td valign="top" align="center">72.4 &#xb1; 14.4</td>
<td valign="top" align="center">75.0 &#xb1; 16.2</td>
<td valign="top" align="center">0.419<sup>b</sup>
</td>
</tr>
<tr>
<td valign="top" align="left">Heart rate (beats/min)</td>
<td valign="top" align="center">93 (80-107)</td>
<td valign="top" align="center">92.0 (80.0-103.0)</td>
<td valign="top" align="center">95.5 (77.0-110.3)</td>
<td valign="top" align="center">0.347<sup>a</sup>
</td>
</tr>
<tr>
<td valign="top" align="left">Oxygen saturation (%)</td>
<td valign="top" align="center">96 (93-98.5)</td>
<td valign="top" align="center">95.0 (90.0-98.0)</td>
<td valign="top" align="center">97.5 (94.8-99.0)</td>
<td valign="top" align="center">
<bold>0.003<sup>a</sup>
</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Oxygen treatment</bold>
</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">Room air, n (%)</td>
<td valign="top" align="center">22 (18.5)</td>
<td valign="top" align="center">10 (12.5)</td>
<td valign="top" align="center">12 (30.8)</td>
<td valign="top" align="center">0.023</td>
</tr>
<tr>
<td valign="top" align="left">Nasal cannula, n (%)</td>
<td valign="top" align="center">31 (26.1)</td>
<td valign="top" align="center">19 (23.8)</td>
<td valign="top" align="center">12 (30.8)</td>
<td valign="top" align="center">0.505</td>
</tr>
<tr>
<td valign="top" align="left">Ventilation, n (%)</td>
<td valign="top" align="center">66 (55.5)</td>
<td valign="top" align="center">51 (63.8)</td>
<td valign="top" align="center">15 (38.5)</td>
<td valign="top" align="center">
<bold>0.011</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">ICU admission</td>
<td valign="top" align="center">71 (59.7)</td>
<td valign="top" align="center">55 (68.8)</td>
<td valign="top" align="center">16 (41.0)</td>
<td valign="top" align="center">
<bold>0.005</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">Severe disease, n (%)</td>
<td valign="top" align="center">92 (77.3)</td>
<td valign="top" align="center">67 (83.8)</td>
<td valign="top" align="center">25 (64.1)</td>
<td valign="top" align="center">
<bold>0.021</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">Outcomes</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">Discharge alive, n (%)</td>
<td valign="top" align="center">78 (65.5)</td>
<td valign="top" align="center">50 (62.6)</td>
<td valign="top" align="center">28 (71.8)</td>
<td valign="top" align="center">0.412</td>
</tr>
<tr>
<td valign="top" align="left">Death, n (%)</td>
<td valign="top" align="center">27 (22.7)</td>
<td valign="top" align="center">20 (25.0)</td>
<td valign="top" align="center">7 (17.9)</td>
<td valign="top" align="center">0.344</td>
</tr>
<tr>
<td valign="top" align="left">Still hospitalized, n (%)</td>
<td valign="top" align="center">14 (11.8)</td>
<td valign="top" align="center">10 (12.5)</td>
<td valign="top" align="center">4 (10.3)</td>
<td valign="top" align="center">1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>ICU admission: intensive care unit admission. <sup>a</sup>Mann-Whitney U test; <sup>b</sup>Student&#x2019;s t-test; all other analyses were performed using Chi square test.</p>
<p>The bold values indicate P values &lt; 0.05.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Patients&#x2019; laboratory findings on initial diagnosis of COVID-19 are shown in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>. CBC and differential showed that patients had decreases lymphocyte counts [0.9 (0.6-1.2) &#xd7;10<sup>9</sup>/L]. Coagulopathy was developed in patients with prolonged prothrombin time (PT) [14.7 (13.5-16.1) sec], elevated fibrinogen (613.0 &#xb1; 223.0 mg/dL) and D-dimer (1053.0 [583.0-2382.0] ng/mL). Patients also showed impaired liver function and renal function with elevated aspartate aminotransferase (AST) [41.0 (29.0-68.0) U/L], lactase dehydrogenase (LDH) [391.5 (292.3-610.3) U/L], blood urea nitrogen (BUN) [23.0 (12.5-31.5) mg/dL], and creatinine [1.4 (0.8-2.2) mg/dL]. Elevated glucose [138.0 (107.3-192.8) mg/dL] was also seen in our study. Cardiac involvement was demonstrated with increased B-type natriuretic peptide (BNP) [122.0(51.0-303.0) pg/mL] and high sensitivity troponin-I (hsTnI) [22.0 (9.0-65.5) ng/L]. While the negative acute phase reactant albumin was decreased (3.1 &#xb1; 0.7 mg/dL), the positive acute phase reactants showed increased level with increased C-reactive protein (CRP) (188.3 &#xb1; 110.5 mg/L), erythrocyte sedimentation rate (ESR) (55.7 &#xb1; 32.0 mm/h), ferritin [454.0 (140.0-1620.0) ng/mL], and procalcitonin (PCT) [0.5 (0.2-1.8) ng/mL].</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Comparison of laboratory parameters between COVID-19 patients with elevated and normal fibrinogen.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Laboratory parameters</th>
<th valign="top" align="center">Total (n=119)</th>
<th valign="top" align="center">Fibrinogen (&#x2265;489.0mg/dL, n=80)</th>
<th valign="top" align="center">Fibrinogen (&lt;489.0mg/dL, n=39)</th>
<th valign="top" align="center">
<italic>P</italic> Value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">White blood cell (4.0-11.0&#xd7;10<sup>9</sup>/L)</td>
<td valign="top" align="center">7.7 (5.5-11.1)</td>
<td valign="top" align="center">8.4 (6.1-12.2)</td>
<td valign="top" align="center">7.4 (3.8-9.3)</td>
<td valign="top" align="center">0.314</td>
</tr>
<tr>
<td valign="top" align="left">Neutrophil (1.7-7.0&#xd7;10<sup>9</sup>/L)</td>
<td valign="top" align="center">6.2 (4.1-9.6)</td>
<td valign="top" align="center">7.0 (4.9-10.7)</td>
<td valign="top" align="center">5.7 (2.5-7.4)</td>
<td valign="top" align="center">0.134</td>
</tr>
<tr>
<td valign="top" align="left">Lymphocyte (0.9-2.9&#xd7;10<sup>9</sup>/L)</td>
<td valign="top" align="center">0.9 (0.6-1.2)</td>
<td valign="top" align="center">0.8 (0.6-1.0)</td>
<td valign="top" align="center">1.0 (0.5-1.1)</td>
<td valign="top" align="center">
<bold>0.048</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">Neutrophil/Lymphocyte</td>
<td valign="top" align="center">6.7 (4.2-11.8)</td>
<td valign="top" align="center">7.3 (5.7-14.8)</td>
<td valign="top" align="center">5.6 (3.1-8.8)</td>
<td valign="top" align="center">
<bold>0.041</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">Monocyte (0.3-0.9&#xd7;10<sup>9</sup>/L)</td>
<td valign="top" align="center">0.5 (0.3-0.7)</td>
<td valign="top" align="center">0.4 (0.3-0.6)</td>
<td valign="top" align="center">0.5 (0.3-0.7)</td>
<td valign="top" align="center">0.919</td>
</tr>
<tr>
<td valign="top" align="left">Hemoglobin (13.5-17.0g/dL,M, 11.3-15.2, F)</td>
<td valign="top" align="center">11.5 (9.9-13.5)</td>
<td valign="top" align="center">11.9 (8.9-14.0)</td>
<td valign="top" align="center">10.3 (9.5-11.6)</td>
<td valign="top" align="center">0.18</td>
</tr>
<tr>
<td valign="top" align="left">Platelet count (150.0-400.0&#xd7;10<sup>9</sup>/L)</td>
<td valign="top" align="center">206.4 (156.7-293.8)</td>
<td valign="top" align="center">250.2 (140.3-318.9)</td>
<td valign="top" align="center">197.9 (109.1-303.3)</td>
<td valign="top" align="center">0.16</td>
</tr>
<tr>
<td valign="top" align="left">PT (12.0-14.5 sec)</td>
<td valign="top" align="center">14.7 (13.5-16.1)</td>
<td valign="top" align="center">14.5 (13.3-16.5)</td>
<td valign="top" align="center">14.9 (14.2-16.4)</td>
<td valign="top" align="center">0.221</td>
</tr>
<tr>
<td valign="top" align="left">aPTT (25.0-35.0 sec)</td>
<td valign="top" align="center">34.0 (30.0-39.0)</td>
<td valign="top" align="center">35.0 (30.0-40.0)</td>
<td valign="top" align="center">37.0 (33.8-40.0)</td>
<td valign="top" align="center">0.528</td>
</tr>
<tr>
<td valign="top" align="left">Fibrinogen (220.0-498.0 mg/dL)</td>
<td valign="top" align="center">613.0 &#xb1; 223.0</td>
<td valign="top" align="center">728.8 &#xb1; 167.6</td>
<td valign="top" align="center">351.0 &#xb1; 116.6</td>
<td valign="top" align="center">
<bold>&lt;0.001<sup>a</sup>
</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">D-dimer (0.0-240.0 ng/mL)</td>
<td valign="top" align="center">1053.0 (583.0-2382.0)</td>
<td valign="top" align="center">1213.0 (769.0-3741.0)</td>
<td valign="top" align="center">610.0 (224.5-1867.3)</td>
<td valign="top" align="center">0.107</td>
</tr>
<tr>
<td valign="top" align="left">ALT(7.0-52.0 U/L)</td>
<td valign="top" align="center">27.0 (14.5-48.5)</td>
<td valign="top" align="center">32.0 (22.0-61.0)</td>
<td valign="top" align="center">25.0 (13.8-132.8)</td>
<td valign="top" align="center">0.57</td>
</tr>
<tr>
<td valign="top" align="left">AST (12.0-39.0 U/L)</td>
<td valign="top" align="center">41.0 (29.0-68.0)</td>
<td valign="top" align="center">51.0 (39.0-88.0)</td>
<td valign="top" align="center">47.0 (28.5-312.0)</td>
<td valign="top" align="center">0.482</td>
</tr>
<tr>
<td valign="top" align="left">LDH (120.0-240.0 U/L)</td>
<td valign="top" align="center">391.5 (292.3-610.3)</td>
<td valign="top" align="center">458.0 (372.0-690.0)</td>
<td valign="top" align="center">270.5 (185.0-1009.5)</td>
<td valign="top" align="center">
<bold>0.001</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">Total bilirubin (0.3-1.4 mg/dL)</td>
<td valign="top" align="center">0.6 (0.4-0.8)</td>
<td valign="top" align="center">0.5 (0.4-0.7)</td>
<td valign="top" align="center">0.6 (0.5-1.0)</td>
<td valign="top" align="center">0.17</td>
</tr>
<tr>
<td valign="top" align="left">Direct bilirubin (0.0-0.3 mg/dL)</td>
<td valign="top" align="center">0.2 (0.1-0.3)</td>
<td valign="top" align="center">0.2 (0.1-0.3)</td>
<td valign="top" align="center">0.2 (0.2-0.4)</td>
<td valign="top" align="center">0.84</td>
</tr>
<tr>
<td valign="top" align="left">Indirect bilirubin (0.2-0.8 mg/dL)</td>
<td valign="top" align="center">0.4 (0.3-0.5)</td>
<td valign="top" align="center">0.3 (0.3-0.5)</td>
<td valign="top" align="center">0.4 (0.3-0.4)</td>
<td valign="top" align="center">0.19</td>
</tr>
<tr>
<td valign="top" align="left">BUN (5.0-22.0 mg/dL)</td>
<td valign="top" align="center">23.0 (12.5-31.5)</td>
<td valign="top" align="center">23.0 (11.0-32.0)</td>
<td valign="top" align="center">21.5 (18.3-35.8)</td>
<td valign="top" align="center">0.446</td>
</tr>
<tr>
<td valign="top" align="left">Creatinine (0.7-1.3 mg/dL,M, 0.4-1.2, F)</td>
<td valign="top" align="center">1.4 (0.8-2.2)</td>
<td valign="top" align="center">1.3 (0.7-2.2)</td>
<td valign="top" align="center">1.6 (0.8-3.7)</td>
<td valign="top" align="center">0.331</td>
</tr>
<tr>
<td valign="top" align="left">Glucose (70.0-100.0 mg/dL)</td>
<td valign="top" align="center">138.0 (107.3-192.8)</td>
<td valign="top" align="center">127.0 (111.0-201.0)</td>
<td valign="top" align="center">126.5 (90.0-164.5)</td>
<td valign="top" align="center">0.065</td>
</tr>
<tr>
<td valign="top" align="left">BNP (0.0-100.0 pg/mL)</td>
<td valign="top" align="center">122.0 (51.0-303.0)</td>
<td valign="top" align="center">105.0 (47.0-178.0)</td>
<td valign="top" align="center">138.0 (35.0-8909.8)</td>
<td valign="top" align="center">0.917</td>
</tr>
<tr>
<td valign="top" align="left">High sensitivity Troponin-I (3.0-20.0 ng/L)</td>
<td valign="top" align="center">22.0 (9.0-65.5)</td>
<td valign="top" align="center">26.0 (9.0-72.0)</td>
<td valign="top" align="center">45.0 (10.5-147.5)</td>
<td valign="top" align="center">0.618</td>
</tr>
<tr>
<td valign="top" align="left">Albumin (3.7-5.5 mg/dL)</td>
<td valign="top" align="center">3.1 &#xb1; 0.7</td>
<td valign="top" align="center">3.1 &#xb1; 0.7</td>
<td valign="top" align="center">3.2 &#xb1; 0.7</td>
<td valign="top" align="center">0.185<sup>a</sup>
</td>
</tr>
<tr>
<td valign="top" align="left">C-reactive protein (0.0-10.9 mg/L)</td>
<td valign="top" align="center">188.3 &#xb1; 110.5</td>
<td valign="top" align="center">199.3 &#xb1; 113.2</td>
<td valign="top" align="center">113.2 &#xb1; 85.8</td>
<td valign="top" align="center">
<bold>&lt;0.001<sup>a</sup>
</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">ESR (0.0-20.0 mm/h)</td>
<td valign="top" align="center">55.7 &#xb1; 32.0</td>
<td valign="top" align="center">65.6 &#xb1; 30.6</td>
<td valign="top" align="center">45.3 &#xb1; 28.4</td>
<td valign="top" align="center">
<bold>0.003<sup>a</sup>
</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">Ferritin (11.0-306.8 ng/mL)</td>
<td valign="top" align="center">454.0 (140.0-1620.0)</td>
<td valign="top" align="center">697.0 (116.5-1936.3)</td>
<td valign="top" align="center">676.0 (152.0-1468.0)</td>
<td valign="top" align="center">
<bold>0.016</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">Procalcitonin (0.00-0.07 ng/mL)</td>
<td valign="top" align="center">0.5 (0.2-1.8)</td>
<td valign="top" align="center">1.1 (0.1-2.0)</td>
<td valign="top" align="center">0.4 (0.2-1.2)</td>
<td valign="top" align="center">
<bold>0.016</bold>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>PT, prothrombin time; aPTT, activated partial thromboplastin time; ALT, alanine transaminase; AST, aspartate aminotransferase; LDH, lactase dehydrogenase; BUN, blood urea nitrogen; BNP, B-type natriuretic peptide; ESR, Erythrocyte sedimentation rate; F, female; M, male; <sup>a</sup>Student&#x2019;s-t test, all other analyses were performed using Mann-Whitney U test.</p>
<p>The bold values indicate P values &lt; 0.05.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<title>Fibrinogen-Associated Factors in COVID-19 Patients</title>
<p>On admission, 67.2% patients (80/119) had increased fibrinogen (normal range 220.0-489.0 mg/dL), and 32.8% patients (39/119) had fibrinogen levels within the normal range. Fibrinogen levels were significantly associated with disease severity of COVID-19 (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Patients with severe disease had increased fibrinogen levels than non-severe patients (648.1 mg/dl vs 468.9 mg/dl, <italic>P</italic> = 0.001). To understand the role of fibrinogen in the pathogenesis of COVID-19, the clinical characteristics and laboratory parameters were compared between normal and elevated fibrinogen group (<xref ref-type="table" rid="T1">
<bold>Tables&#xa0;1</bold>
</xref> and <xref ref-type="table" rid="T2">
<bold>2</bold>
</xref>). When comparing the clinical characteristics, patients with increased fibrinogen levels were more likely to be white (20 vs 18, P =0.035) and had a higher probability of having a comorbidity of diabetes mellitus (42 vs 11, P =0.018), shortness of breath (54 vs 18, P =0.03), lower oxygen saturation (95.0 vs 97.5, P 0.003), mechanical ventilation (51 vs 15, P=0.011), ICU admission (55 vs 16, P=0.005), and severe disease (67 vs 25, P=0.021) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). When comparing the laboratory parameters, patients with increased fibrinogen levels showed lower lymphocyte count (0.8 [0.6-1.0] vs 1.0[0.5-1.1], P=0.048), higher neutrophil/lymphocyte ratio (7.3 [5.7-14.8] vs 5.6 [3.1-8.8], P=0.041), higher LDH (458.0 [372.0-690.0] vs 270.5 [185.0-1009.5], P=0.001), higher CRP (199.3 &#xb1; 113.2 vs 113.2 &#xb1; 85.8, P&lt;0.001), higher ESR (65.6 &#xb1; 30.6 vs 45.3 &#xb1; 28.4, P=0.003), higher ferritin (697.0 [116.5-1936.3] vs 676.0 [152.0-1468.0], P=0.016), and higher PCT (1.1 [0.1-2.0] vs 0.4 [0.2-1.2], P=0.016). Comparison of the inflammatory markers between patients with normal and elevated fibrinogen levels were further demonstrated in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>. However, comparison of other coagulation markers and cardiac markers between patients with normal and elevated fibrinogen levels did not show no significant difference.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Correlations of fibrinogen levels with clinical severity. Plasma fibrinogen levels in COVID-19 patients with severe and non-severe. All data points are shown and mean &#xb1; 95% confidential intervals (CI) are shown by horizontal bars. student <italic>t</italic>-test was performed to determine the statistical significance. Here, *** indicate a <italic>P</italic> value &lt; 0.001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-11-734005-g001.tif"/>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Fibrinogen-associated factors in COVID-19 patients. Using the upper level of the reference laboratory 489.0 mg/dl, inflammatory markers were compared between patients with normal and elevated fibrinogen levels. Patients with elevated fibrinogen levels had higher C-reactive protein <bold>(A)</bold>, erythrocyte sedimentation rate <bold>(B)</bold>, ferritin <bold>(C)</bold> and procalcitonin <bold>(D)</bold> levels than those with normal fibrinogen levels. All data points are shown, and medians &#xb1; interquartile range are shown by horizontal bars. Mann-Whitney <italic>U</italic> test was performed to determine the statistical significance. Here, *, ** and *** indicate a <italic>P</italic> value &lt; 0.05, 0.005 and 0.001, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-11-734005-g002.tif"/>
</fig>
</sec>
<sec id="s3_3">
<title>Elevated Fibrinogen Levels to Predict Disease Severity and ICU Admission</title>
<p>Next, the ROC analysis was performed to evaluate the role of fibrinogen in prediction of disease severity. The results showed that fibrinogen at 528.0 mg/dl on admission as the optimal cutoff level to discriminate severe from non-severe patients (AUC, 0.72; standard error [SE], 0.05; 95% confidence interval [CI], 0.61-0.83; <italic>P</italic> = 0.0006), with a sensitivity and specificity of 66.7% and 70.3%, respectively (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). Seventy seven percent (92/119) patients had a fibrinogen &gt; 528.0 mg/dl in this study cohort. The optimal cutoff for fibrinogen to predict ICU admission in our cohort was 571.0 mg/dl (AUC, 0.66; SE, 0.05; 95% CI, 0.58-0.76; <italic>P</italic> = 0.0037), with a sensitivity of 62.2% and specificity of 68.1% (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Receiver operating characteristics curve for fibrinogen as parameter for predicting disease severity and ICU admission in COVID-19 patients. The optimum cutoff point of fibrinogen to predict severe disease in COVID-19 was 528.0 mg/dl, with 66.7% for sensitivity and 70.3% for specificity. Area under receiver operator characteristic curve (AUC) was 0.72 and <italic>P</italic> value was 0.0006 <bold>(A)</bold>. The optimum cutoff point of fibrinogen to predict ICU admission of COVID-19 patients was 571.0 mg/dl, with a sensitivity and specificity of 62.2% and 68.1%. The AUC was 0.66 and <italic>P</italic> value was 0.0037 <bold>(B)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-11-734005-g003.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>In this retrospective study, we assessed the distribution of fibrinogen in a cohort of COVID-19 patients. It is worth noting that fibrinogen levels are elevated in COVID-19 patients upon admission, especially in those with severe disease. Fibrinogen levels on admission were associated with elevated inflammatory markers, and elevated fibrinogen levels may be used as an early biomarker to predict disease severity and ICU admission.</p>
<p>COVID-19 is a systemic infection with significant impact on the coagulation system that often manifests in thrombotic complications and coagulopathy (<xref ref-type="bibr" rid="B20">Levi et&#xa0;al., 2020</xref>). Previous data have showed that fibrinogen levels are elevated among patients with COVID-19 (<xref ref-type="bibr" rid="B34">Toh and Hoots, 2007</xref>; <xref ref-type="bibr" rid="B14">Han et&#xa0;al., 2020</xref>) and decreased at later stage of the disease when disseminated intravascular coagulation happens (<xref ref-type="bibr" rid="B31">Tang et&#xa0;al., 2020</xref>). However, there is no consensus on the role of fibrinogen in predicting outcomes in COVID-19 patients regarding disease severity, ICU admission and mortality (<xref ref-type="bibr" rid="B12">Gao et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B21">Liu et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B31">Tang et&#xa0;al., 2020</xref>). Tang et&#xa0;al. have reported that fibrinogen levels are elevated in both survived and non-survived group, but the difference between two groups was not statistically significant (<xref ref-type="bibr" rid="B31">Tang et&#xa0;al., 2020</xref>). However, studies by other groups reported an association between elevated fibrinogen levels upon admission and poor outcome (<xref ref-type="bibr" rid="B12">Gao et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B21">Liu et&#xa0;al., 2020</xref>). In this study, we report that elevations in fibrinogen upon admission were significantly associated with disease severity and ICU admission in COVID-19 patients. Consistently, we found that LDH, a biomarker for severe disease or multiple organ failure was significantly associated with the fibrinogen level in our study.</p>
<p>Infection with bacterial, viral, or fungal pathogens initiates the systemic inflammation response. Significant inflammation is present in patients with 2019-nCoV/SARS-CoV-2 infection, based on increased IL-6, CRP and ESR levels upon admission (<xref ref-type="bibr" rid="B6">Chen et&#xa0;al., 2020a</xref>). In our study, the decreased negative acute phase reactant albumin and increased positive acute phase reactant CRP, ferritin, ESR and PCT indicated a systemic inflammation response in the patients. In COVID-19 patients with acute respiratory distress syndrome (ARDS), fibrinogen levels were reported to be associated with elevated interleukin-6 values (<xref ref-type="bibr" rid="B27">Ranucci et&#xa0;al., 2020</xref>). In the present study, we found that acute inflammatory markers, including CRP, ferritin, ESR and PCT were all significantly associated with elevated fibrinogen. RK Mahat et&#xa0;al. performed a meta-analysis of inflammatory markers in COVID-19, and they found that the inflammatory markers CRP, ferritin, ESR and PCT were associated with disease severity. However, fibrinogen was not analyzed in their study (<xref ref-type="bibr" rid="B24">Mahat et&#xa0;al., 2021</xref>).</p>
<p>Myocardial injury has been recognized as a common complication in COVID-19 patients (<xref ref-type="bibr" rid="B5">Boukhris et&#xa0;al., 2020</xref>). Myocardial injury is defined as the presence of at least one cardiac troponin value above the 99th percentile upper reference limit (URL) according to the Fourth Universal Definition of Myocardial Infarction (<xref ref-type="bibr" rid="B33">Thygesen et&#xa0;al., 2018</xref>). Consistent with many other reports (<xref ref-type="bibr" rid="B23">Lombardi et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B13">Garcia De Guadiana-Romualdo et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B25">Majure et&#xa0;al., 2021</xref>), elevated hsTnI was detected in the COVID-19 patients in our study. The mechanisms for myocardial injury in COVID-19 has not been elucidated. Several possible mechanisms have been proposed such as direct virus attack, inflammation-related injury, coronary plaque rupture, and microvascular thrombosis (<xref ref-type="bibr" rid="B4">Babapoor-Farrokhran et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B16">Imazio et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B30">Tajbakhsh et&#xa0;al., 2021</xref>). Fibrinogen may increase cardiovascular risk due to adverse effects of fibrinogen on plasma viscosity, coagulation, platelet activity, inflammation and atherogenesis (<xref ref-type="bibr" rid="B18">Kakafika et&#xa0;al., 2007</xref>). However, the direct myocardial injury biomarker, hsTnI, did not show significant association with fibrinogen level in our study (P=0.087).</p>
<p>The study has several limitations. First, this study was a single-center, retrospective study which needs to be further validated in a prospective study. Second, a proportion of asymptomatic, mild or moderate patients who did not have fibrinogen levels evaluated on admission were excluded from final analysis, which may underestimate the differences between groups. Third, dynamic changes of fibrinogen during the clinical course might also provide more information in the outcome of the patients.</p>
<p>In conclusion, our findings indicated that fibrinogen level on admission were associated with elevated inflammatory markers in COVID-19 patients, and elevated fibrinogen levels may predict severe disease and ICU admission. Monitoring fibrinogen level could be helpful in management of COVID-19 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 author.</p>
</sec>
<sec id="s6">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by University of Alabama at Birmingham Institutional Review Board. Written informed consent for participation was not required for this study in accordance with the national legislation and the institutional requirements.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>JS and LC designed the study, collected the data and drafted the manuscript. DN and SG revised the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s9" 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>
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