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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cardiovasc. Med.</journal-id>
<journal-title>Frontiers in Cardiovascular Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cardiovasc. Med.</abbrev-journal-title>
<issn pub-type="epub">2297-055X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcvm.2021.745906</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cardiovascular Medicine</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Emerging and Established Histological Techniques for the Analysis of Thrombosis in COVID-19 Lungs</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Spier</surname> <given-names>Addie B.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Evans</surname> <given-names>Colin E.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/571671/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Medicine, University of Illinois College of Medicine</institution>, <addr-line>Rockford, IL</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Pediatrics, Lung and Vascular Biology Program, Stanley Manne Children&#x00027;s Research Institute, Ann &#x00026; Robert H. Lurie Children&#x00027;s Hospital of Chicago</institution>, <addr-line>Chicago, IL</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Pediatrics, Division of Critical Care, Northwestern University Feinberg School of Medicine</institution>, <addr-line>Chicago, IL</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Hugo Ten Cate, Maastricht University Medical Centre, Netherlands</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Mathilde Nijkeuter, University Medical Center Utrecht, Netherlands; C&#x000E9;dric Duval, University of Leeds, United Kingdom</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Colin E. Evans <email>colinevans&#x00040;northwestern.edu</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Thrombosis, a section of the journal Frontiers in Cardiovascular Medicine</p></fn></author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>09</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>745906</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>08</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 Spier and Evans.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Spier and Evans</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>Coronavirus disease 2019 (COVID-19) is the potentially lethal disease that is caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Patients with COVID-19 have an increased risk of thrombosis, but the role of thrombosis in the pathogenesis and progression of severe COVID-19 remains unclear. A better understanding of the contribution of thrombosis to the development and progression of COVID-19 could lead to the development of novel COVID-19 treatments. For this reason, established and emerging histological techniques have recently been used to analyze COVID-19 lungs quantitatively and visually and in two and three dimensions. The gold standard and novel state-of the-art histological techniques that have been used to assess thrombosis in COVID-19 lungs are described in this Mini Review.</p></abstract>
<kwd-group>
<kwd>thrombosis</kwd>
<kwd>lung</kwd>
<kwd>histology</kwd>
<kwd>pulmonary</kwd>
<kwd>COVID - 19</kwd>
</kwd-group>
<contract-sponsor id="cn001">American Heart Association<named-content content-type="fundref-id">10.13039/100000968</named-content></contract-sponsor>
<counts>
<fig-count count="0"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="56"/>
<page-count count="6"/>
<word-count count="4576"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Background</title>
<p>Coronavirus disease 2019 (COVID-19) is the highly contagious and potentially debilitating disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which is associated with increased levels of pulmonary thrombosis (<xref ref-type="bibr" rid="B1">1</xref>&#x02013;<xref ref-type="bibr" rid="B3">3</xref>). The COVID-19 pandemic has resulted in massive global suffering (<xref ref-type="bibr" rid="B4">4</xref>) including job losses, travel restrictions (<xref ref-type="bibr" rid="B5">5</xref>), mental and physical illness (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>), and mortality (<xref ref-type="bibr" rid="B7">7</xref>). Several treatments for COVID-19 have been given emergency use authorization by the FDA, but these treatments are less than optimal. Remdesivir, for example, improves time to recovery in hospitalized patients with moderate disease (NIAID ACTT-1 trial), but has not been shown to improve survival (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). A major limitation of Remdesivir is its requirement for intra-venous delivery. Another example, Dexamethasone, reduces mortality in persons with severe COVID-19 (RECOVERY trial) (<xref ref-type="bibr" rid="B10">10</xref>), but corticosteroid treatment in patients with SARS-CoV, MERS, and influenza can result in increased mortality, incidence of secondary infections, and impaired viral clearance. Convalescent plasma is another treatment granted emergency use authorization by the FDA for hospitalized COVID-19 patients, but a mortality benefit of this treatment has not yet been shown (<xref ref-type="bibr" rid="B11">11</xref>). The FDA has also granted emergency use authorization to monoclonal antibodies, for the treatment of non-hospitalized mild to moderate COVID-19. These treatments have importantly shown a reduction in hospitalization in those at high risk for disease progression (BLAZE-1 trial) (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). However, monoclonal antibodies are not approved for hospitalized or critically ill individuals requiring mechanical ventilation The REMAP-CAP and RECOVERY trials are also assessing the application of Tocilizumab and Sarilumab, which are interleukin 6 receptor antagonists, in critically ill COVID-19 patients (<xref ref-type="bibr" rid="B14">14</xref>). Another immunomodulator, Baricitinib, which inhibits januse kinase 1 and 2, has been shown to improve survival in COVID-19 patients receiving Baricitinib plus Remdesivir versus Remdesivir alone (<xref ref-type="bibr" rid="B15">15</xref>). Regarding the use of Ivermectin, current evidence is inconclusive (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>), but additional randomized controlled trials are underway.</p>
<p>While clinical studies of COVID-19 treatments crucial are ongoing, including tests of anti-coagulant therapies (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>), an improved understanding of the pathogenesis and pathological characteristics of COVID-19 may lead to the development of novel treatment options. To this end, several studies have used established or emerging histological techniques to characterize the pathological features of lung injury in COVID-19 patients, including widespread pulmonary thrombosis. Such techniques can also be useful for disease diagnosis or retrospective tissue analysis. For example, a recent study has demonstrated the potential for high-resolution cleared-tissue microscopy in the 3-dimensional (3D) analysis of thrombosis in COVID-19 lungs (<xref ref-type="bibr" rid="B20">20</xref>). Although this proof-of-concept study was limited to a single patient, such emerging technological advances enable for the analysis of thrombosis in COVID-19 lungs in cubic millimeter volumes and provide novel insights into COVID-19 disease pathogenesis. While the organ-specific pathological characteristics of COVID-19 have been reviewed elsewhere (<xref ref-type="bibr" rid="B21">21</xref>&#x02013;<xref ref-type="bibr" rid="B26">26</xref>), this mini-review describes the 2D and 3D histological studies of COVID-19 lungs, with a focus on thrombosis and vascular abnormalities. To this end, we searched PubMed and Google Scholar for articles that included the following terms: &#x0201C;coagulation or thrombosis or thrombus&#x0201D; and &#x0201C;COVID-19 or COVID19&#x0201D; and &#x0201C;histological or histology&#x0201D; and &#x0201C;lung or pulmonary&#x0201D;.</p></sec>
<sec id="s2">
<title>Two-Dimensional Histology of COVID-19 Lungs</title>
<sec>
<title>Features of Coagulopathy</title>
<p>The first open autopsy histological analysis of dissected lung used hematoxylin and eosin (H&#x00026;E) staining, fluorescence/immunostaining, and electron microscopy in a thorough 2-dimensional (2D) analyses of 10 COVID-19 patients (<xref ref-type="bibr" rid="B27">27</xref>). In their study, Fox et al. showed pulmonary thrombotic microangiopathy including platelet aggregation, platelet-rich microthrombi formation, fibrin deposition, and hemorrhage, with evidence of the activation of megakaryocytes contributing to small vessel clot formation (<xref ref-type="bibr" rid="B27">27</xref>). The pulmonary megakaryocytes exhibited nuclear hyperchromasia and atypia, were located in alveolar capillaries, and were found to be producing platelets (<xref ref-type="bibr" rid="B27">27</xref>). CD4<sup>&#x0002B;</sup> lymphocytes were also found to aggregate around small blood vessels, some of which appeared to contain platelets and microthrombi (<xref ref-type="bibr" rid="B27">27</xref>). Notably, the presence of microthrombi was specific to the lung tissue and the SARS-CoV-2 pandemic (<xref ref-type="bibr" rid="B27">27</xref>). In another study of 6 postmortem lung samples from COVID-19 patients, Eckermann et al. showed conventional histopathological evidence of microthrombi formation and fibrin deposition (<xref ref-type="bibr" rid="B28">28</xref>). Microthrombi formation, fibrin deposition, and hemorrhage were also shown in another histopathological study of 31 deceased COVID-19 patients (<xref ref-type="bibr" rid="B29">29</xref>). Ackermann et al. examined the lungs of 7 patients who died from COVID-19 by seven-color immunohistochemical analysis, micro&#x02013;computed tomographic imaging, scanning electron microscopy, and corrosion casting (<xref ref-type="bibr" rid="B30">30</xref>). In their study, pulmonary microthrombi formation and fibrin deposition was found (<xref ref-type="bibr" rid="B30">30</xref>). In a post-mortem examination study of 7 COVID-19 patients, Rapkiewicz et al. employed H&#x00026;E staining, immunostaining, and electron microscopy to demonstrate evidence of platelet-rich thrombi in the pulmonary microvasculature and thrombus formation in large pulmonary arteries (<xref ref-type="bibr" rid="B31">31</xref>). By studying H&#x00026;E-stained lung sections from 8 autopsy cases from patients with COVID-19, Kianzad et al. also found histological evidence of pulmonary thrombosis (<xref ref-type="bibr" rid="B32">32</xref>). Similarly, Romanova et al. (<xref ref-type="bibr" rid="B33">33</xref>), Bryce et al. (<xref ref-type="bibr" rid="B34">34</xref>), Bidari Zerehpoosh et al. (<xref ref-type="bibr" rid="B35">35</xref>), Mauad et al. (<xref ref-type="bibr" rid="B36">36</xref>), Bruce-Brand (<xref ref-type="bibr" rid="B37">37</xref>), Elsoukkary et al. (<xref ref-type="bibr" rid="B38">38</xref>), and Grosse et al. (<xref ref-type="bibr" rid="B39">39</xref>) used H&#x00026;E staining to show evidence of lung thrombosis in COVID-19 autopsy samples. H&#x00026;E staining and immunofluorescence were also employed by Nicolai et al. (<xref ref-type="bibr" rid="B40">40</xref>) and Oprinca et al. (<xref ref-type="bibr" rid="B41">41</xref>) in their demonstrations of pulmonary thrombosis in COVID-19 lungs. A combination of H&#x00026;E staining, immunostaining, and electron microscopy were used by Falasca et al. (<xref ref-type="bibr" rid="B42">42</xref>) and Carsana et al. (<xref ref-type="bibr" rid="B43">43</xref>), to show pulmonary microthrombi, fibrin deposition, and hemorrhage in COVID-19 patients at postmortem. Microthrombi containing neutrophil extracellular traps were also shown using immunofluorescence staining, by Middleton et al., in 3 COVID-19 lung autopsies (<xref ref-type="bibr" rid="B44">44</xref>).</p></sec>
<sec>
<title>Features of Vasculopathy</title>
<p>An early case report of post-mortem lung biopsy using 2D H&#x00026;E staining revealed diffuse alveolar damage, hyaline membrane formation, interstitial lymphocyte infiltration, and multinucleated syncytial cells in alveolar spaces showing viral cytopathic-like changes (<xref ref-type="bibr" rid="B45">45</xref>). Diffuse alveolar damage, hyaline membrane formation, and edema was also found in 2D analyses of dissected lung from open autopsy COVID-19 patients (<xref ref-type="bibr" rid="B27">27</xref>). These lungs showed inflammatory cell infiltration (i.e., CD4<sup>&#x0002B;</sup> and CD8<sup>&#x0002B;</sup> lymphocytes) in the interstitial spaces and adjacent to large bronchioles and blood vessels (<xref ref-type="bibr" rid="B27">27</xref>). Furthermore, RNA imaging and electron microscopy demonstrated fused pneumocytes within alveolar spaces, which contained substantial amounts of RNA and may represent virally infected cells (<xref ref-type="bibr" rid="B27">27</xref>). Using H&#x00026;E staining and scanning electron microscopy, Varga et al. assessed the lung tissue of 3 COVID-19 patients at post-mortem (<xref ref-type="bibr" rid="B46">46</xref>). Histological analyses revealed inflammatory cell accumulation in association with the endothelium, which exhibited evidence of viral elements (<xref ref-type="bibr" rid="B46">46</xref>). Evidence of endothelial cell apoptotic bodies, small lung vessel congestion, and septal thickening was also found (<xref ref-type="bibr" rid="B46">46</xref>). Diffuse alveolar damage and hyaline membrane formation, as well as evidence of emphysema, was also found in 2D slices of COVID-19 lungs by Eckermann et al. (<xref ref-type="bibr" rid="B28">28</xref>). Meanwhile, Sadegh Beigee et al. (<xref ref-type="bibr" rid="B29">29</xref>) found evidence of the following microscopic features in a cohort of 31 deceased COVID-19 patients: hyaline membrane formation; interstitial leukocyte infiltration; and edema. Ackermann et al. (<xref ref-type="bibr" rid="B30">30</xref>) also found evidence of the following features in a cohort of 7 COVID-19 post-mortem lung samples: diffuse alveolar damage; edema; angiotensin-converting enzyme 2 (ACE2) expression in epithelial and endothelial cells; endothelial damage and viral infection; and T-cell infiltration. In an autopsy study by Rapkiewicz et al., lungs showed diffuse alveolar damage with hyaline membranes, pneumocyte hyperplasia, perivascular lymphocyte infiltration, and viral inclusions in macrophages and epithelial cells (<xref ref-type="bibr" rid="B31">31</xref>). More recently, Qin et al. used H&#x00026;E staining and immunofluorescence to show histological evidence of endothelial dysfunction (in the form of VCAM1 staining) in an autopsied lung collected from a severe COVID-19 patient, as well as extensive edema, and evidence of viral staining (<xref ref-type="bibr" rid="B47">47</xref>). In H&#x00026;E-stained lung sections from autopsy cases from COVID-19 patients, Kianzad et al. also found histological evidence of edema, neutrophil infiltration, and diffuse alveolar damage (<xref ref-type="bibr" rid="B32">32</xref>). Similarly, Romanova et al. (<xref ref-type="bibr" rid="B33">33</xref>), Bryce et al. (<xref ref-type="bibr" rid="B34">34</xref>), Bidari Zerehpoosh et al. (<xref ref-type="bibr" rid="B35">35</xref>), Mauad et al. (<xref ref-type="bibr" rid="B36">36</xref>), Bruce-Brand (<xref ref-type="bibr" rid="B37">37</xref>), and Elsoukkary et al. (<xref ref-type="bibr" rid="B38">38</xref>) used H&#x00026;E staining to demonstrate diffuse alveolar damage and leukocyte infiltration in COVID-19 autopsy samples. H&#x00026;E staining and immunofluorescence were also employed by Nicolai et al. (<xref ref-type="bibr" rid="B40">40</xref>) and Radermecker et al. (<xref ref-type="bibr" rid="B48">48</xref>) in their demonstrations of neutrophil infiltration and neutrophil extracellular trap formation in COVID-19 lungs. Oprinca et al. used H&#x00026;E and immunohistochemical staining to show hyaline membrane formation and diffuse alveolar damage in 3 COVID-19 autopsy samples (<xref ref-type="bibr" rid="B41">41</xref>). A combination of H&#x00026;E staining, immunostaining, and electron microscopy were used by Falasca et al. (<xref ref-type="bibr" rid="B42">42</xref>) and Carsana et al. (<xref ref-type="bibr" rid="B43">43</xref>) in COVID-19 patients at postmortem, to show pulmonary hyaline membranes, inflammatory cell infiltration, diffuse alveolar damage, and vasculitis.</p></sec></sec>
<sec id="s3">
<title>Three-Dimensional Histology of COVID-19 Lungs</title>
<sec>
<title>Features of Coagulopathy</title>
<p>In a study by Li et al., 3D images of lung autopsy tissues were rendered from a single COVID-19 patient (<xref ref-type="bibr" rid="B20">20</xref>). This study represents the first report of 3D microscopy images from optically cleared lung tissues from a COVID-19 patient autopsy (<xref ref-type="bibr" rid="B20">20</xref>). These authors showed extensive evidence of platelet-rich clotting with adherent mononuclear cells in branching vessels and extensive fibrin clotting in small capillaries (<xref ref-type="bibr" rid="B20">20</xref>). The 3D technique used by Li et al. was also able to confirm the finding of activated mature megakaryocytes in small lung vessels, as shown by large, multiple, lobular nuclei (<xref ref-type="bibr" rid="B20">20</xref>). Eckermann et al. used multi-scale phase contrast x-ray tomography to analyze postmortem lung samples from 6 COVID-19 patients in 3D (<xref ref-type="bibr" rid="B28">28</xref>). In their study, autopsy samples of up to 8 mm thickness were scanned and reconstructed at a resolution that enabled the segmentation of individual cells (<xref ref-type="bibr" rid="B28">28</xref>). These studies showed evidence of microthrombi formation and fibrin deposition (<xref ref-type="bibr" rid="B28">28</xref>). Ackermann et al. also showed evidence of vessel occlusion by 3D micro computed tomography (<xref ref-type="bibr" rid="B30">30</xref>).</p></sec>
<sec>
<title>Features of Vasculopathy</title>
<p>In the study by Eckermann et al., 3D virtual histology was used to visualize diffuse alveolar damage, emphysema, hyaline membrane formation, septal thickening, and leukocyte infiltration (<xref ref-type="bibr" rid="B28">28</xref>). Li et al. (<xref ref-type="bibr" rid="B20">20</xref>) used 3D virtual histology to observe multi-nucleated cells with evidence of viral cytopathic changes, scattered hyaline-fibrin aggregates and inflammatory cells in the alveolar spaces, and diffuse alveolar damage. In the study by Ackermann et al., scanning electron microscopy and microvascular corrosion casting were used to demonstrate structurally deformed capillaries and aberrant angiogenesis in COVID-19 lungs (<xref ref-type="bibr" rid="B30">30</xref>).</p></sec></sec>
<sec id="s4">
<title>Methodological Considerations and Future Perspectives</title>
<p>While both 2D and 3D histological techniques remain temporally limited by the analysis of one timepoint and spatially limited by the amount of tissue that can be imaged, such techniques can provide valuable insights into COVID-19 disease pathology. Often, 2D techniques are quicker and cheaper to perform compared with 3D techniques, but the 3D techniques yield more information and provide improved visualization of disease features. In the manuscript by Li et al. (<xref ref-type="bibr" rid="B20">20</xref>), for instance, 3D renderings from a 7.8 mm &#x000D7; 5.9 mm &#x000D7; 0.9 mm formalin-fixed block of lung tissue from the left peripheral upper lobe were generated, which enabled the visualization of lung features from millimeter dimension vessels to single cell nuclei. However, 3D histology from serial sectioning and whole slide scanning with image reconstruction is expensive and time consuming. In future, it is likely that established 2D histological techniques will be complemented with emerging 3D virtual histology. While the histological studies of COVID-19 patients are often limited in sample size, the key findings from studies of COVID-19 lung that have used 2D and 3D techniques appear to be congruent so far (<xref ref-type="table" rid="T1">Table 1</xref>). However, it remains to be seen what (if any) additional information will be uniquely generated from each type of histological technique. Furthermore, it is important to note that the findings from histological studies are observational and are usually limited to the demonstration of associations between pathological features and death in diseased patients.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Pathological features of COVID-19 lungs.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>COVID-19 feature</bold></th>
<th valign="top" align="left"><bold>2D Histology</bold></th>
<th valign="top" align="left"><bold>3D Histology</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Apoptosis</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B46">46</xref>)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Diffuse alveolar damage</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B30">30</xref>&#x02013;<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B41">41</xref>&#x02013;<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B45">45</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B28">28</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Aberrant capillarization</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B30">30</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B30">30</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Edema</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B47">47</xref>)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Emphysema</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B28">28</xref>)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Hemorrhage</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B42">42</xref>)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Hyaline membrane</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B27">27</xref>&#x02013;<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B41">41</xref>&#x02013;<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B45">45</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B28">28</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Interstitial leukocytes</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B27">27</xref>&#x02013;<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B46">46</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B28">28</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Microthrombi</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B27">27</xref>&#x02013;<xref ref-type="bibr" rid="B44">44</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B30">30</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Neutrophil extracellular traps</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B48">48</xref>)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Septal thickening</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B46">46</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B28">28</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Viral infection-like changes</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B45">45</xref>&#x02013;<xref ref-type="bibr" rid="B47">47</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B20">20</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Analysis of 2D lung tissue sections remains the gold-standard for histological examination, but 2D tissue sectioning can create cutting artifacts that confuse interpretation. Pathological interpretation may be improved in future studies by 3D analysis of tissue microstructure (<xref ref-type="bibr" rid="B49">49</xref>). Emerging histological techniques have used fluorescence contrast to simulate H&#x00026;E staining (<xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B51">51</xref>) and optical tissue clearing and high throughput sectioning microscopes to acquire 3D virtual histology of different tissue types (<xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B52">52</xref>&#x02013;<xref ref-type="bibr" rid="B54">54</xref>). Such 3D virtual imaging techniques could be improved by: (i) increasing resolution with higher aperture waveguide optics, enhanced pixel detector technology, and improvements in holographic reconstruction; (ii) including more than two zoom levels; and (iii) developing cell-specific markers coupled to radiocontrast agents (<xref ref-type="bibr" rid="B28">28</xref>). In both 2D and 3D histology, the consistency and reliability of novel and emerging histological techniques should be an area of focus in future studies. It would also be beneficial if 2D and 3D histological techniques could be upscaled and carried out in multiple different patient sub-groups and at various stages of disease severity. Furthermore, it could be useful if histological imaging studies in future could be performed in an automated manner, perhaps eventually in living patients. Methodological factors pertaining to both 2D and 3D histology should be carefully considered when designing and carrying out histological studies of COVID-19 lungs (<xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B56">56</xref>). Nevertheless, histological studies will likely continue to improve understanding of COVID-19 pathogeneses and progression, which will add to understanding of COVID-19 from other pre-clinical and clinical observations, and hopefully lead to the development of novel therapies and treatment strategies.</p></sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusions</title>
<p>Novel treatments for COVID-19 patients and an improved understanding of COVID-19 pathogenesis may arise from in-depth analyses of the histological features of COVID-19 lungs, which include enhanced levels of thrombosis. Such analyses will likely be facilitated by novel histological techniques for high-resolution and large-volume imaging of lung structure and pulmonary thrombosis at the microvascular level.</p></sec>
<sec id="s6">
<title>Author Contributions</title>
<p>CE and AS wrote and edited the manuscript. All authors contributed to the article and approved the submitted version.</p></sec>
<sec sec-type="funding-information" id="s7">
<title>Funding</title>
<p>CE is supported in part by an American Heart Association Career Development Award (19CDA34500000).</p></sec>
<sec sec-type="COI-statement" id="conf1">
<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 sec-type="disclaimer" id="s8">
<title>Publisher&#x00027;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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</ref-list>
<glossary>
<def-list>
<title>Abbreviations</title>
<def-item><term>2D</term>
<def><p>2-dimensional</p></def></def-item>
<def-item><term>3D</term>
<def><p>3-dimensional</p></def></def-item>
<def-item><term>COVID-19</term>
<def><p>coronavirus disease 2019.</p></def></def-item>
</def-list>
</glossary> 
</back>
</article>