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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">IJMM</journal-id>
<journal-title-group>
<journal-title>International Journal of Molecular Medicine</journal-title></journal-title-group>
<issn pub-type="ppub">1107-3756</issn>
<issn pub-type="epub">1791-244X</issn>
<publisher>
<publisher-name>D.A. Spandidos</publisher-name></publisher></journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3892/ijmm.2021.5075</article-id>
<article-id pub-id-type="publisher-id">ijmm-49-02-05075</article-id>
<article-categories>
<subj-group>
<subject>Articles</subject></subj-group></article-categories>
<title-group>
<article-title>Host cell entry mediators implicated in the cellular tropism of SARS-CoV-2, the pathophysiology of COVID-19 and the identification of microRNAs that can modulate the expression of these mediators (Review)</article-title></title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Katopodis</surname><given-names>Periklis</given-names></name><xref rid="af1-ijmm-49-02-05075" ref-type="aff">1</xref><xref rid="af2-ijmm-49-02-05075" ref-type="aff">2</xref><xref rid="fn1-ijmm-49-02-05075" ref-type="author-notes">&#x0002A;</xref></contrib>
<contrib contrib-type="author">
<name><surname>Randeva</surname><given-names>Harpal S.</given-names></name><xref rid="af3-ijmm-49-02-05075" ref-type="aff">3</xref><xref rid="af4-ijmm-49-02-05075" ref-type="aff">4</xref></contrib>
<contrib contrib-type="author">
<name><surname>Spandidos</surname><given-names>Demetrios A.</given-names></name><xref rid="af5-ijmm-49-02-05075" ref-type="aff">5</xref></contrib>
<contrib contrib-type="author">
<name><surname>Saravi</surname><given-names>Sayeh</given-names></name><xref rid="af1-ijmm-49-02-05075" ref-type="aff">1</xref></contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Kyrou</surname><given-names>Ioannis</given-names></name><xref rid="af3-ijmm-49-02-05075" ref-type="aff">3</xref><xref rid="af4-ijmm-49-02-05075" ref-type="aff">4</xref><xref rid="af6-ijmm-49-02-05075" ref-type="aff">6</xref><xref rid="af7-ijmm-49-02-05075" ref-type="aff">7</xref><xref rid="af8-ijmm-49-02-05075" ref-type="aff">8</xref><xref rid="fn1-ijmm-49-02-05075" ref-type="author-notes">&#x0002A;</xref><xref ref-type="corresp" rid="c2-ijmm-49-02-05075"/></contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Karteris</surname><given-names>Emmanouil</given-names></name><xref rid="af1-ijmm-49-02-05075" ref-type="aff">1</xref><xref rid="af2-ijmm-49-02-05075" ref-type="aff">2</xref><xref rid="fn1-ijmm-49-02-05075" ref-type="author-notes">&#x0002A;</xref><xref ref-type="corresp" rid="c1-ijmm-49-02-05075"/></contrib></contrib-group>
<aff id="af1-ijmm-49-02-05075">
<label>1</label>Biosciences, College of Health, Medicine and Life Sciences, Brunel University London, Uxbridge UB8 3PH, UK</aff>
<aff id="af2-ijmm-49-02-05075">
<label>2</label>Division of Thoracic Surgery, The Royal Brompton and Harefield NHS Foundation Trust, Harefield Hospital, London UB96JH, UK</aff>
<aff id="af3-ijmm-49-02-05075">
<label>3</label>Warwickshire Institute for The Study of Diabetes, Endocrinology and Metabolism (WISDEM), University Hospitals Coventry and Warwickshire NHS Trust, Coventry CV2 2DX, UK</aff>
<aff id="af4-ijmm-49-02-05075">
<label>4</label>Warwick Medical School, University of Warwick, Coventry CV4 7AL, UK</aff>
<aff id="af5-ijmm-49-02-05075">
<label>5</label>Laboratory of Clinical Virology, Medical School, University of Crete, 71409 Heraklion, Greece</aff>
<aff id="af6-ijmm-49-02-05075">
<label>6</label>Centre for Sport, Exercise and Life Sciences, Research Institute for Health and Wellbeing, Coventry University, Coventry CV1 5FB, UK</aff>
<aff id="af7-ijmm-49-02-05075">
<label>7</label>Aston Medical School, College of Health and Life Sciences, Aston University, Birmingham B4 7ET, UK</aff>
<aff id="af8-ijmm-49-02-05075">
<label>8</label>School of Food and Nutritional Sciences, Department of Food Science and Human Nutrition, Agricultural University of Athens, 11855 Athens, Greece</aff>
<author-notes>
<corresp id="c1-ijmm-49-02-05075">Correspondence to: Dr Emmanouil Karteris, Biosciences, College of Health, Medicine and Life Sciences, Brunel University London, Kingston Lane, Uxbridge UB8 3PH, UK, E-mail: <email>emmanouil.karteris@brunel.ac.uk</email></corresp>
<corresp id="c2-ijmm-49-02-05075">Dr Ioannis Kyrou, Warwickshire Institute for The Study of Diabetes, Endocrinology and Metabolism (WISDEM), University Hospitals Coventry and Warwickshire NHS Trust, Clifford Bridge Road, Coventry CV2 2DX, UK, E-mail: <email>kyrouj@gmail.com</email></corresp><fn id="fn1-ijmm-49-02-05075" fn-type="equal">
<label>&#x0002A;</label>
<p>Contributed equally</p></fn></author-notes>
<pub-date pub-type="ppub">
<month>02</month>
<year>2022</year></pub-date>
<pub-date pub-type="epub">
<day>20</day>
<month>12</month>
<year>2021</year></pub-date>
<volume>49</volume>
<issue>2</issue>
<elocation-id>20</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>11</month>
<year>2021</year></date>
<date date-type="accepted">
<day>15</day>
<month>12</month>
<year>2021</year></date></history>
<permissions>
<copyright-statement>Copyright: &#x000A9; Katopodis et al.</copyright-statement>
<copyright-year>2022</copyright-year>
<license license-type="open-access">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by-nc-nd/4.0/">Creative Commons Attribution-NonCommercial-NoDerivs License</ext-link>, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.</license-p></license></permissions>
<abstract>
<p>The pathophysiology of coronavirus disease 2019 (COVID-19) is mainly dependent on the underlying mechanisms that mediate the entry of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) into the host cells of the various human tissues/organs. Recent studies have indicated a higher order of complexity of the mechanisms of infectivity, given that there is a wide-repertoire of possible cell entry mediators that appear to co-localise in a cell- and tissue-specific manner. The present study provides an over-view of the 'canonical' SARS-CoV-2 mediators, namely angiotensin converting enzyme 2, transmembrane protease serine 2 and 4, and neuropilin-1, expanding on the involvement of novel candidates, including glucose-regulated protein 78, basigin, kidney injury molecule-1, metabotropic glutamate receptor subtype 2, ADAM metallopeptidase domain 17 (also termed tumour necrosis factor-&#x003B1; convertase) and Toll-like receptor 4. Furthermore, emerging data indicate that changes in microRNA (miRNA/miR) expression levels in patients with COVID-19 are suggestive of further complexity in the regulation of these viral mediators. An <italic>in silico</italic> analysis revealed 160 candidate miRNAs with potential strong binding capacity in the aforementioned genes. Future studies should concentrate on elucidating the association between the cellular tropism of the SARS-CoV-2 cell entry mediators and the mechanisms through which they might affect the clinical outcome. Finally, the clinical utility as a biomarker or therapeutic target of miRNAs in the context of COVID-19 warrants further investigation.</p></abstract>
<kwd-group>
<kwd>COVID-19</kwd>
<kwd>SARS-CoV2</kwd>
<kwd>ACE2</kwd>
<kwd>NPR1</kwd>
<kwd>TMPRSS2</kwd>
<kwd>TMPRSS4</kwd>
<kwd>ADAM17</kwd>
<kwd>TLR4</kwd>
<kwd>GRP78</kwd>
<kwd>miRNAs</kwd></kwd-group>
<funding-group>
<funding-statement>No funding was received.</funding-statement></funding-group></article-meta></front>
<body>
<sec sec-type="intro">
<title>1. Introduction</title>
<p>Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is an enveloped RNA virus that is transmitted mainly via air droplets, and can cause a viral infectious disease in humans, namely coronavirus disease 2019 (COVID-19), which was first identified towards the end of 2019 (<xref rid="b1-ijmm-49-02-05075" ref-type="bibr">1</xref>). COVID-19 manifestations range from mild (asymptomatic or mild respiratory tract infection in the majority of reported cases) to severe and the disease can be fatal in high-risk individuals, with a spectrum of respiratory and/or extra-pulmonary manifestations that may require hospitalization and potentially mechanical ventilation and intensive care unit support (<xref rid="b1-ijmm-49-02-05075" ref-type="bibr">1</xref>). Of note, SARS-CoV-2 is highly virulent, has a tendency to mutate and exhibits a cellular tropism within the human body that appears to be associated with the expression of various host cell entry mediators, such as the angiotensin converting enzyme 2 (ACE2) (<xref rid="b2-ijmm-49-02-05075" ref-type="bibr">2</xref>-<xref rid="b4-ijmm-49-02-05075" ref-type="bibr">4</xref>). The present review article presents a concise overview of the key host cell entry mediators which have been identified to play a role in the infection of human cells by SARS-CoV-2, summarizing the evidence on the mechanisms through which ACE2 and additional host receptors/proteins appear to be implicated in the cellular tropism of SARS-CoV-2 and the pathophysiology of COVID-19. Moreover, the present review article aims to provide insight into the mechanisms through which these cell entry mediators may be regulated by certain microRNAs (miRNAs/miRs).</p></sec>
<sec sec-type="other">
<title>2. Angiotensin converting enzyme 2, and transmembrane protease serine 2 and 4</title>
<p>Both SARS-CoV and SARS-CoV-2 have been reported to use ACE2 as the key receptor for their host cell entry (<xref rid="b4-ijmm-49-02-05075" ref-type="bibr">4</xref>-<xref rid="b6-ijmm-49-02-05075" ref-type="bibr">6</xref>). Indeed, an initial step in these viral infections is the binding of this cellular receptor with the viral spike S glycoprotein (S protein), which consists of the S1 and S2 subunits (<xref rid="f1-ijmm-49-02-05075" ref-type="fig">Fig. 1</xref>). The S1 subunit contains a C-terminal receptor-binding domain that recognizes and binds to the specific host receptor (e.g., ACE2), whilst the S2 subdomain is responsible for the fusion of the viral membrane with the host cell membrane via the fusion peptide. Following this binding to ACE2, a protease cleavage of the S protein follows. This process is catalysed by transmembrane protease serine (TMPRSS)2, and other host proteases, such as cathepsin L and furin at the S1-S2 site, which activate the entry of SARS-CoV-2 (<xref rid="b5-ijmm-49-02-05075" ref-type="bibr">5</xref>,<xref rid="b7-ijmm-49-02-05075" ref-type="bibr">7</xref>-<xref rid="b11-ijmm-49-02-05075" ref-type="bibr">11</xref>).</p>
<p>Based on consistent data, ACE2 is now well-established as the key mediator that facilitates the entry of SARS-CoV-2 into human host cells (<xref rid="b6-ijmm-49-02-05075" ref-type="bibr">6</xref>,<xref rid="b12-ijmm-49-02-05075" ref-type="bibr">12</xref>,<xref rid="b13-ijmm-49-02-05075" ref-type="bibr">13</xref>). Notably, ACE2 is highly expressed in the kidneys, small intestine, prostate and lung alveolar epithelial type II cells, which explains the documented tropism of this novel coronavirus and the related pulmonary and extrapulmonary symptoms that a SARS-CoV-2 infection may cause (<xref rid="b14-ijmm-49-02-05075" ref-type="bibr">14</xref>). The analysis of autopsy tissue from fatal COVID-19 cases has most frequently detected SARS-CoV-2 RNA in the airway epithelium, whilst SARS-CoV-2 RNA has also been found to be highly co-localised in cells expressing TMPRSS2 (<xref rid="b15-ijmm-49-02-05075" ref-type="bibr">15</xref>-<xref rid="b18-ijmm-49-02-05075" ref-type="bibr">18</xref>). Of note, it has been suggested that DNA polymorphisms for ACE2 and/or TMPRSS2 may be associated with the genetic susceptibility of different populations to severe COVID-19 infection (<xref rid="b9-ijmm-49-02-05075" ref-type="bibr">9</xref>). Along with TMPRSS2, TMPRSS4 has also been shown to be involved in the infectivity of SARS-CoV-2. In human small intestinal enterocytes, the presence of both enzymes drives the cleavage of the spike S glycoprotein of SARS-CoV-2 and enhances subsequent membrane fusion (<xref rid="b19-ijmm-49-02-05075" ref-type="bibr">19</xref>). Moreover, TMPRSS2 and TMPRSS4, along with ACE2, are abundantly co-expressed in the small intestine and colon (<xref rid="b20-ijmm-49-02-05075" ref-type="bibr">20</xref>). Subsequently, the authors have previously demonstrated that TMPRSS4 is overexpressed in 11 types of cancer in the colon mucosa and in all the brain regions that are associated with the sense of taste and smell (<xref rid="b21-ijmm-49-02-05075" ref-type="bibr">21</xref>).</p></sec>
<sec sec-type="other">
<title>3. Neuropilin-1</title>
<p>It is noteworthy that the relatively low/moderate expression of ACE2 in the human respiratory system has triggered further research focusing on the discovery of potential additional cell proteins/receptors that may mediate the SARS-CoV-2 infectivity and contribute to the selective tissue/organ tropism of this new coronavirus (<xref rid="b22-ijmm-49-02-05075" ref-type="bibr">22</xref>,<xref rid="b23-ijmm-49-02-05075" ref-type="bibr">23</xref>). In this context, two elegant studies by Daly <italic>et al</italic> (<xref rid="b24-ijmm-49-02-05075" ref-type="bibr">24</xref>) and Cantuti-Castelvetri (<xref rid="b25-ijmm-49-02-05075" ref-type="bibr">25</xref>) <italic>et al</italic> have demonstrated that neuropilin (NRP)1 constitutes an additional cellular mediator implicated in the entry of SARS-CoV-2 into human cells. Indeed, based on the experimental data of both these studies, it is evident that, not only ACE2, but also NRP1 can act as a host cell mediator that enhances the infectivity of SARS-CoV-2 and contributes to its documented tissue/organ tropism.</p>
<p>Overall, NRPs are classed as non-tyrosine kinase, single-transmembrane glycoproteins which are greatly conserved in vertebrates and constitute co-receptors for a number of molecules, such as semaphorins and vascular endothelial growth factors (VEGFs), playing a key role in numerous physiological processes (e.g., neuronal development and axon control, immune function angiogenesis, cell proliferation and vascular permeability) (<xref rid="b23-ijmm-49-02-05075" ref-type="bibr">23</xref>-<xref rid="b26-ijmm-49-02-05075" ref-type="bibr">26</xref>).</p>
<p>Of note, the aforementioned studies by Daly <italic>et al</italic> (<xref rid="b24-ijmm-49-02-05075" ref-type="bibr">24</xref>) and Cantuti-Castelvetri <italic>et al</italic> (<xref rid="b25-ijmm-49-02-05075" ref-type="bibr">25</xref>) suggest that, unlike SARS-CoV S proteins, SARS-CoV-2 S proteins have a polybasic sequence motif (Arg-Arg-Ala-Arg) at the S1-S2 junction/boundary that conforms to the 'C-end rule' (CendR motif) &#x0005B;R-XX-R; where R denotes arginine (Arg), can be replaced by lysine (Lys)&#x0005D; and serves as a cleavage site for the convertase furin (<xref rid="f1-ijmm-49-02-05075" ref-type="fig">Fig. 1</xref>) (<xref rid="b24-ijmm-49-02-05075" ref-type="bibr">24</xref>-<xref rid="b26-ijmm-49-02-05075" ref-type="bibr">26</xref>). Thus, SARS-CoV-2 can enter host cells more easily with the aid of NRP1, boosting its infectivity and promoting its tropism (<xref rid="b24-ijmm-49-02-05075" ref-type="bibr">24</xref>,<xref rid="b25-ijmm-49-02-05075" ref-type="bibr">25</xref>). Indeed, with the use of human cell lines, it has been shown that NRP1 enhances infection by a clinical SARS-CoV-2 isolate and lentiviral particles pseudotyped with the S protein of SARS-CoV-2 by binding to this CendR motif of the furin-cleaved SARS-CoV-2 S1 protein. This NRP1-mediated increase in SARS-CoV-2 infectivity appears to be due to increased viral entry into host cells, rather than increased viral binding to the cell membrane, whilst it is amplified when ACE2 and TMPRSS2 are present. On the other hand, the rate of NRP1-enhanced SARS-CoV-2 infection in human cell cultures has been shown to be suppressed by using a monoclonal blocking antibody against the extracellular NRP1 b1b2 space, or a specific NRP1 mutant which ties the CendR-binding b1 domain (<xref rid="b24-ijmm-49-02-05075" ref-type="bibr">24</xref>,<xref rid="b26-ijmm-49-02-05075" ref-type="bibr">26</xref>,<xref rid="b27-ijmm-49-02-05075" ref-type="bibr">27</xref>). In addition, as previously demonstrated, mutated variants of SARS-CoV-2 with a modified furin cleavage site of the S protein (erased poly-basic cleavage site or impervious to furin-intervened cleavage) were not subject to NRP1-mediated infectivity, and similarly transformations in the NRP1 b1 domain likewise restrained the NRP1-S1 interaction (<xref rid="b24-ijmm-49-02-05075" ref-type="bibr">24</xref>,<xref rid="b26-ijmm-49-02-05075" ref-type="bibr">26</xref>,<xref rid="b27-ijmm-49-02-05075" ref-type="bibr">27</xref>).</p>
<p>Notably, the upregulation of NRP1 gene expression has also been demonstrated in lung tissue samples and infected olfactory epithelial cells from patients with COVID-19; further co-staining revealed the infection of cells that were positive for oligodendrocyte transcription factor 2, which is primarily expressed by olfactory neuronal progenitors (<xref rid="b27-ijmm-49-02-05075" ref-type="bibr">27</xref>).</p>
<p>Given these data on NRP1 and since extra-pulmonary symptoms (e.g., gastrointestinal and neurological symptoms) are frequently identified in relation to COVID-19, extensive additional research is still required to identify the association between SARS-CoV-2 tropism and the mechanisms through which host cell infection mediators, such as NRP1, are dispersed across the various tissues/organs of the human body. This may further aid in the development of novel antiviral drugs against COVID-19, which for example could be targeting NRP1 and its role in promoting the entry of SARS-CoV-2 into host cells.</p></sec>
<sec sec-type="other">
<title>4. Emerging SARS-CoV-2 cell entry mediators</title>
<p>Following the initial findings regarding the role of host cell receptors/mediators, such as ACE2 and NRP1, data are also emerging for a number of additional cellular factors which may also facilitate or inhibit the infectivity of SARS-CoV-2, including glucose-regulated protein 78 (GRP78), basigin (BSG; CD147), kidney injury molecule-1 (KIM1), heparan sulfate (HS), ADAM metallopeptidase domain 17 &#x0005B;also termed tumour necrosis factor-&#x003B1; convertase (ADAM17)&#x0005D;, surfactant protein D (SP-D), metabotropic glutamate receptor subtype 2 (mGluR2) and Toll-like receptor 4 (TLR4).</p>
<p>In this context, heat shock protein A5 (HSPA5), also termed GRP78, has been reported to be implicated in a possible route for SARS-CoV-2 cell attachment and entry. Indeed, it has been proposed that the recognition site for GRP78 is found in SARS-CoV-2 (<xref rid="b28-ijmm-49-02-05075" ref-type="bibr">28</xref>), and that the binding is more favourable between regions III (C391-C525) and IV (C480-C488) of the SARS-CoV-2 protein spike model and GRP78 (<xref rid="b29-ijmm-49-02-05075" ref-type="bibr">29</xref>). Moreover, CD147 (also known as EMMPRIN or BSG; a transmembrane glycoprotein that belongs to the large immunoglobulin superfamily) has also been proposed as another molecule that can facilitate the entry of SARS-CoV-2 into host cells by endocytosis. This is supported by the findings of an <italic>in vitro</italic> study in which SARS-CoV-2 amplification was inhibited when CD147 was blocked in Vero E6 and BEAS-2B cell lines (<xref rid="b30-ijmm-49-02-05075" ref-type="bibr">30</xref>). However, based on the findings of a later study, another group argued that there was no evidence for a direct interaction between the viral spike protein and this particular molecule (<xref rid="b31-ijmm-49-02-05075" ref-type="bibr">31</xref>). Such contradictory findings highlight the current need for further research into the entire spectrum of potential host-pathogen interactions for SARS-CoV-2.</p>
<p>Furthermore, given that kidney-related complications are common in patients with COVID-19 (<xref rid="b32-ijmm-49-02-05075" ref-type="bibr">32</xref>), the involvement of KIM1 has been recently investigated. Accordingly, through a series of experiments, it was previously demonstrated that KIM1 is capable of interacting with the receptor-binding domain of this new coronavirus, subsequently enabling its attachment to the plasma membrane (<xref rid="b33-ijmm-49-02-05075" ref-type="bibr">33</xref>). These findings suggest that this molecule may mediate and exacerbate SARS-CoV-2 infection of the kidneys (<xref rid="b33-ijmm-49-02-05075" ref-type="bibr">33</xref>). Moreover, KIM1 may function as a biomarker of acute kidney injury, which has been associated with a poor prognosis of patients with COVID-19 (<xref rid="b34-ijmm-49-02-05075" ref-type="bibr">34</xref>).</p>
<p>mGluR2 (GRM2), a G protein-coupled receptor which inhibits adenylyl cyclase and regulates the mechanisms through which glutamate can control cell excitability, is another potential cell entry receptor for SARS-CoV-2. Indeed, recent experiments have demonstrated that mGluR2 interacts directly with the S protein of SARS-CoV-2, whilst the knockdown of mGluR2, even though it does not affect binding to the plasma membrane, reduces the clathrin-mediated endocytosis of this virus (<xref rid="b35-ijmm-49-02-05075" ref-type="bibr">35</xref>). Moreover, <italic>in vivo</italic> studies corroborated these findings, where viral infectivity in lungs of mice was significantly reduced, when mGluR2 was knocked out (<xref rid="b35-ijmm-49-02-05075" ref-type="bibr">35</xref>). Of note, angiotensin II receptor type 2 is another G protein-coupled receptor, which, based on an <italic>in silico</italic> simulation data has revealed an interaction with the S protein of SARS-CoV-2 (<xref rid="b36-ijmm-49-02-05075" ref-type="bibr">36</xref>). However, further <italic>in vitro</italic> and/or <italic>in vivo</italic> studies are required to validate these initial modelling data.</p>
<p>Apart from direct cell entry mediators of SARS-CoV-2 into host cells, there have been molecules which appear to function as co-factors in this process, such as HS and ADAM17. Of note, HS is a co-factor for ACE2-mediated viral entry and a potential therapeutic target (e.g., using mitoxantrone) (<xref rid="b37-ijmm-49-02-05075" ref-type="bibr">37</xref>). On the other hand, ADAM17 has been shown to regulate the shedding of the ACE2 ectodomain (<xref rid="b38-ijmm-49-02-05075" ref-type="bibr">38</xref>). This is in line with its role in releasing ectodomains of a wide repertoire of cytokines, enzymes or other molecules (<xref rid="b38-ijmm-49-02-05075" ref-type="bibr">38</xref>,<xref rid="b39-ijmm-49-02-05075" ref-type="bibr">39</xref>). However, due to a potential redundancy in viral cell entry, it has been demonstrated that TMPRSS2 can compete with ADAM17 for ACE2 processing (<xref rid="b40-ijmm-49-02-05075" ref-type="bibr">40</xref>). Furthermore, SP-D is an innate immune molecule with a main role in clearing pathogens and apoptotic/necrotic cells from pulmonary and extra-pulmonary mucosal sites (<xref rid="b41-ijmm-49-02-05075" ref-type="bibr">41</xref>). Given that human SP-D can recognise the spike glycoprotein of SARS-CoV, a recent study demonstrated that the treatment of 293T cells overexpressing ACE2 with a recombinant fragment of human SP-D (rfhSP-D) inhibited the interaction of the S1 spike proteins with the cell membrane, raising the possibility of an alternative therapeutic target (<xref rid="b42-ijmm-49-02-05075" ref-type="bibr">42</xref>). Indeed, in another study, when clinical samples were used, treatment with rfhSP-D inhibited viral replication, and appeared to be more efficient than the antiviral drug remdesivir, when Vero cells were treated <italic>in vitro</italic> (<xref rid="b43-ijmm-49-02-05075" ref-type="bibr">43</xref>). Currently, a Phase 1 clinical trial (<ext-link xlink:href="http://ClinicalTrials.gov" ext-link-type="uri">ClinicalTrials.gov</ext-link> identifier: NCT04659122) is ongoing, entitled: 'Phase 1b Open-label, Single Arm, Cohort Dose Escalation Study Evaluating the Safety, Tolerability, and Feasibility of Intervention With AT-100 (rhSP-D) in Intubated Patients Receiving Invasive Mechanical Ventilation With Severe COVID-19 Infection'. Finally, in a previous observational study on 39 patients with COVID-19, SP-D levels were found to be significantly higher in severe compared to mild cases, suggesting the possibility of its use as a biomarker of severity as well (<xref rid="b44-ijmm-49-02-05075" ref-type="bibr">44</xref>).</p>
<p>Finally, another innate immune molecule that has gained increasing interest in the context of COVID-19 is TLR4, which represents a key cell surface receptor that induces the secretion of pro-inflammatory cytokines and interferons to fight infection (<xref rid="b45-ijmm-49-02-05075" ref-type="bibr">45</xref>). Indeed, there is accumulating evidence to indicate that SARS-CoV-2 can bind to TLR4, whilst treatment with resatorvid (a TLR4 specific inhibitor) has been shown to abolish the secretion of IL1B by SARS-CoV-2 in THP-1 cells (<xref rid="b46-ijmm-49-02-05075" ref-type="bibr">46</xref>,<xref rid="b47-ijmm-49-02-05075" ref-type="bibr">47</xref>).</p>
<p>Overall, identifying the underlying mechanisms that facilitate the entry of SARS-CoV-2 into host cells (<xref rid="f1-ijmm-49-02-05075" ref-type="fig">Fig. 1</xref>) is currently the focus of intensive research which is expected to provide further valuable insight into the pathophysiology of COVID-19, identifying the human tissues/organs that are more vulnerable to a SARS-CoV-2 infection. Ultimately, this may also aid in the development of more precise treatments against COVID-19 sequelae. A list of the 'canonical' and potential cell entry mediators is provided in <xref rid="tI-ijmm-49-02-05075" ref-type="table">Table I</xref>.</p></sec>
<sec sec-type="other">
<title>5. Identification of miRNAs that can target and regulate the gene expression of SARS-CoV-2 cell entry mediators</title>
<p>miRNAs are single-strand, endogenous, non-coding, short RNAs of 22-25 nucleotides in length, which can regulate gene expression post-transcriptionally and subsequently alter signalling pathways (<xref rid="b53-ijmm-49-02-05075" ref-type="bibr">53</xref>). A series of review articles have elegantly summarised the functions of miRNAs in health and disease (<xref rid="b54-ijmm-49-02-05075" ref-type="bibr">54</xref>-<xref rid="b57-ijmm-49-02-05075" ref-type="bibr">57</xref>). Of note, miRNAs regulate the expression of key inflammatory cytokines involved in the massive recruitment of immune cells to the lungs, such as IL6 and TNF&#x003B1;. Several studies have demonstrated that changes in the expression of miRNAs in patients with COVID-19 may be a predictor of tissue damage and lung inflammation, whilst miRNAs can also be potent diagnostic biomarkers for COVID-19 (<xref rid="b58-ijmm-49-02-05075" ref-type="bibr">58</xref>-<xref rid="b60-ijmm-49-02-05075" ref-type="bibr">60</xref>).</p>
<p>Several miRNAs have been either predicted or shown to target SARS-CoV-2 RNAs (<xref rid="b61-ijmm-49-02-05075" ref-type="bibr">61</xref>). Indeed, a number of miRNAs have been found to target the RNA S glycoprotein sequence of SARS-CoV-2, which interacts with ACE2 for viral entry into host cells, including hsa-miR-4661-3p (<xref rid="b62-ijmm-49-02-05075" ref-type="bibr">62</xref>), hsa-miR-510-3p, hsa-miR-624-5p, hsa-miR-497-5p (<xref rid="b63-ijmm-49-02-05075" ref-type="bibr">63</xref>), hsa-miR-622, hsa-miR-761, miR-A3r, hsa-miR-15b-5p, miR-A2r, hsa-miR-196a-5p (<xref rid="b64-ijmm-49-02-05075" ref-type="bibr">64</xref>), and miR-338-3p, miR-4661-3p, miR-4761-5p, hsa-miR-4464, hsa-miR-1234-3p, hsa-miR-7107-5p and hsa-miR-885-5p, which have been shown to bind to the receptor binding domain of the S gene (<xref rid="b62-ijmm-49-02-05075" ref-type="bibr">62</xref>).</p>
<p>As such, a number of studies have identified host cell miRNAs that target different SARS-CoV-2 proteins. Considering the aforementioned significance of ACE2 and TMPRSS2 in SARS-CoV-2 infection, in a previous study, a TargetScan analysis revealed several miRNAs that could directly target these two receptors, including hsa-mi-200b-3p, hsa-miR-200c-3p and hsa-miR-429 for ACE2, and hsa-let7a-5p, hsa-let7b-5p, hsa-let7c-5p, hsa-let7d-5p, hsa-let7e-5p, hsa-let7f-5p, hsa-let7g-5p, hsa-let7i-5p, hsa-miR-98-5p, has-miR-4458 and hsa-miR-4500 for TMPRSS2; thus, these miRNAs may be utilised as potent therapeutic molecules to regulate key proteins that are required for viral entry to the host airway/lung epithelial cells (<xref rid="b59-ijmm-49-02-05075" ref-type="bibr">59</xref>). Moreover, TMPRSS2, which activates the spike protein of SARS-CoV-2 to promote viral infection, has been predicted to be regulated by MR147-3p in the gut (<xref rid="b62-ijmm-49-02-05075" ref-type="bibr">62</xref>).</p>
<p>Overall, several cell host miRNAs that target the ACE2 and TMPRSS2 genes can prevent attachment and the entry of SARS-CoV-2 into different tissues. For example, hsa-miR-98-5p has been shown to directly target the 3&#x02032;-UTR of TMPRSS2, both in human lung microvascular endothelial cells (HMVEC-L) and human umbilical vein endothelial cells (<xref rid="b65-ijmm-49-02-05075" ref-type="bibr">65</xref>). Furthermore, the hsa-let-7e/hsa-mir-125a and hsa-mir-141/hsa-miR-200 miRNA families inhibit ACE2 and TMPRSS2 expression (<xref rid="b66-ijmm-49-02-05075" ref-type="bibr">66</xref>). It has also been shown that miR-200c is essential for SARS-CoV-2 binding to the ACE2 receptor and entry into cardiomyocytes (<xref rid="b67-ijmm-49-02-05075" ref-type="bibr">67</xref>), while miR-98-5p can inhibit TMPRSS2 expression in human endothelial cells (<xref rid="b65-ijmm-49-02-05075" ref-type="bibr">65</xref>). In a previous study, bioinformatics analysis revealed that lysine-specific demethylase 5B can regulate ACE2 and TMPRSS2 via the transcriptional repression of let-7e/miR-125a and miR-141/miR-200 miRNAs; thus, these miRNAs are crucial for the function of ACE2 and TMPRSS2 (<xref rid="b66-ijmm-49-02-05075" ref-type="bibr">66</xref>).</p>
<p>Notably, a recent study provided novel evidence of an interplay between host miRNAs and SARS-CoV-2, as well as the mechanisms through which these interactions can drive pathogenesis by dysregulating certain immune pathways (<xref rid="b68-ijmm-49-02-05075" ref-type="bibr">68</xref>). A recent mini-review, provided an excellent overview of the role of COVID-19-associated miRNAs as potential therapeutic targets and biomarkers (<xref rid="b69-ijmm-49-02-05075" ref-type="bibr">69</xref>). Currently, there are a number of clinical trials/studies investigating miRNAs in the context of COVID-19. For example, in an observational study on the expression of cytokines, transcriptome and miRNAs in COVID-19 patients is currently recruiting (<ext-link xlink:href="http://ClinicalTrials.gov" ext-link-type="uri">ClinicalTrials.gov</ext-link> identifier: NCT04583566). Similarly, 'The Effect of miRNA and Epigenetic Modifications on Prognosis in Covid-19 Infection' will also be investigated (<ext-link xlink:href="http://ClinicalTrials.gov" ext-link-type="uri">ClinicalTrials.gov</ext-link> Identifier: NCT04411563), whilst another study aims to assess the mechanisms through which miRNA levels relate to viral infection (<ext-link xlink:href="http://ClinicalTrials.gov" ext-link-type="uri">ClinicalTrials.gov</ext-link> Identifier: NCT04346160). In terms of therapeutics, a phase 2 trial is currently enrolling by invitation, with miRNA-containing exosomes as an aerosol inhaler (<ext-link xlink:href="http://ClinicalTrials.gov" ext-link-type="uri">ClinicalTrials.gov</ext-link> Identifier: NCT04602442).</p>
<p>Of note, the targeting of PARP-1 by miRNAs has been suggested to hold therapeutic value for COVID-19-related pathologies (<xref rid="b70-ijmm-49-02-05075" ref-type="bibr">70</xref>). In a recent <italic>in silico</italic> study, a number of hypothalamic miRNAs that can bind and regulate ACE2 and TMPRSS2 were identified (<xref rid="b71-ijmm-49-02-05075" ref-type="bibr">71</xref>). The authors of that study concluded that these miRNAs may be used in the search for novel therapies for the neurological symptoms in patients with COVID-19. The present study expanded on these initial observations by identifying potential miRNA modulators of all remaining SARS-CoV-2 cell entry mediators, using miRDB, an online database for miRNA target prediction and functional annotations (<ext-link xlink:href="http://mirdb.org" ext-link-type="uri">mirdb.org</ext-link>) (<xref rid="b72-ijmm-49-02-05075" ref-type="bibr">72</xref>,<xref rid="b73-ijmm-49-02-05075" ref-type="bibr">73</xref>). For the present study, the target prediction score was set &gt;80 for higher confidence in the interactions. As such, <xref rid="tII-ijmm-49-02-05075" ref-type="table">Table II</xref> provides a list of five potential candidate miRNAs against TMPRRS4; <xref rid="tIII-ijmm-49-02-05075" ref-type="table">Table III</xref> provides a list of 69 miRNAs for NRP1; <xref rid="tIV-ijmm-49-02-05075" ref-type="table">Table IV</xref> indicates 36 potential miRNA interactions with ADAM17; <xref rid="tV-ijmm-49-02-05075" ref-type="table">Table V</xref> presents five interactions with KIM1; <xref rid="tVI-ijmm-49-02-05075" ref-type="table">Table VI</xref> presents a list of 27 interactions with GRP78 (HSPA5); <xref rid="tVII-ijmm-49-02-05075" ref-type="table">Table VII</xref> presents only one possible interaction identified between a miRNA and CD147 (BSG); <xref rid="tVIII-ijmm-49-02-05075" ref-type="table">Table VIII</xref> presents 12 interactions identified between miRNAs and TLR4; and finally, <xref rid="tIX-ijmm-49-02-05075" ref-type="table">Table IX</xref> outlines five possible interactions of these regulatory RNAs with mGluR2.</p>
<p>Further analysis using Venn diagrams (<xref rid="f2-ijmm-49-02-05075" ref-type="fig">Fig. 2</xref>), revealed that there were three common miRNAs amongst NRP1 and ADAM17, namely hsa-miR-148a-3p, hsa-miR-152-3p and hsa-miR-148b-3p. One common miRNA, i.e., hsa-miR-587, was also shared between TLR4 and NRP1, and another miRNA (hsa-miR-338-5p) between TLR4 and GRP78. Of note, hsa-miR-148a-3p was also shared with ACE2, as previously reported (<xref rid="b71-ijmm-49-02-05075" ref-type="bibr">71</xref>). Moreover, hsa-miR-587 was recently identified as a top miRNA regulating ACE2 networks; it was thus concluded that these miRNAs can be used in the personalized diagnosis of patients with COVID-19 (<xref rid="b74-ijmm-49-02-05075" ref-type="bibr">74</xref>).</p>
<p>Moreover, making use of the miRNA atlas (ccb-web. cs.uni-saarland.de/tissueatlas), it was evident that the miRNAs listed in <xref rid="tI-ijmm-49-02-05075" ref-type="table">Tables I</xref>-<xref rid="tVIII-ijmm-49-02-05075" ref-type="table">VIII</xref> have a wide distribution in the human body and co-localise with SARS-CoV-2 cell entry mediators (<xref rid="f3-ijmm-49-02-05075" ref-type="fig">Fig. 3</xref>). For example, hsa-miR-152-3p is primarily expressed in the epididymis, colon, artery, oesophagus, thyroid, whereas hsa-miR-338-5p is mostly present in the kidneys, brain and spleen. This co-localisation provides a higher order of complexity on the mechanisms through which these mediators may be regulated by miRNAs. Future studies are required to evaluate their therapeutic or diagnostic potential.</p></sec>
<sec sec-type="conclusions">
<title>6. Conclusion</title>
<p>The pathophysiology of COVID-19 is mainly dependent on the underlying mechanisms that mediate the entry of SARS-CoV-2 into the host cells of the various human tissues/organs. Based on the growing body of evidence regarding these mechanisms, it is evident that there is an array of factors/mediators which play crucial roles in these processes, often in synergistic/complimentary ways. The complexity of these viral-host interactions appears to be further increased when the co-localization of SARS-CoV-2 host cell entry mediators in different human tissues/organs is considered, as well as when considering the potential modulatory effects that several miRNAs can have on the local expression of these mediators. Accordingly, intensive research is still warranted in this field in order to precisely characterise these underlying mechanisms, with the ultimate objective of aiding in the development of novel treatments, which will act by blocking the entry of SARS-CoV-2 into susceptible human host cells.</p></sec></body>
<back>
<sec sec-type="data-availability">
<title>Availability of data and materials</title>
<p>The data used and/or analysed during the current study are available from the corresponding author on reasonable request.</p></sec>
<sec sec-type="other">
<title>Authors' contributions</title>
<p>PK, EK, SS, HSR and IK contributed to the conceptualization, methodology, data curation, investigation, visualization, drafting, editing and reviewing of the manuscript. HSR, DAS and SS contributed to the literature search, and the drafting and critical revision of the manuscript. All authors have read and approved the final manuscript. SS and EK confirm the authenticity of all the raw data.</p></sec>
<sec sec-type="other">
<title>Ethics approval and consent to participate</title>
<p>Not applicable.</p></sec>
<sec sec-type="other">
<title>Patient consent for publication</title>
<p>Not applicable.</p></sec>
<sec sec-type="COI-statement">
<title>Competing interests</title>
<p>DAS is the Editor-in-Chief for the journal, but had no personal involvement in the reviewing process, or any influence in terms of adjudicating on the final decision, for this article. The other authors declare that they have no competing interests.</p></sec>
<ack>
<title>Acknowledgments</title>
<p>The authors would like to thank Dr Evangelos Kolettas, Laboratory of Biology, School of Medicine, University of Ioannina, and Biomedical Research Division, Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology, Ioannina, Greece, for critically reading and commenting on the manuscript.</p></ack>
<glossary>
<title>Abbreviations</title>
<def-list>
<def-item>
<term id="G1">COVID-19</term>
<def>
<p>coronavirus disease 2019</p></def></def-item>
<def-item>
<term id="G2">SARS-CoV2</term>
<def>
<p>severe acute respiratory syndrome coronavirus 2</p></def></def-item>
<def-item>
<term id="G3">ACE2</term>
<def>
<p>angiotensin converting enzyme 2</p></def></def-item>
<def-item>
<term id="G4">NPR1</term>
<def>
<p>neuropilin-1</p></def></def-item>
<def-item>
<term id="G5">TMPRSS2 and 4</term>
<def>
<p>transmembrane protease serine 2 and 4</p></def></def-item>
<def-item>
<term id="G6">ADAM17</term>
<def>
<p>ADAM metallopeptidase domain 17 (also termed tumour necrosis factor-&#x003B1;convertase)</p></def></def-item>
<def-item>
<term id="G7">KIM1</term>
<def>
<p>kidney injury molecule-1</p></def></def-item>
<def-item>
<term id="G8">TLR4</term>
<def>
<p>Toll-like receptor 4</p></def></def-item>
<def-item>
<term id="G9">GRP78</term>
<def>
<p>glucose-regulated protein 78</p></def></def-item>
<def-item>
<term id="G10">miRNAs</term>
<def>
<p>microRNAs</p></def></def-item></def-list></glossary>
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<floats-group>
<fig id="f1-ijmm-49-02-05075" position="float">
<label>Figure 1</label>
<caption>
<p>Schematic diagram of the known pathways facilitating the entry of SARS-CoV-2 into host cells. The SARS-CoV-2 spike (S) glycoproteins are instrumental for this process; S1 (being the cell connecting head of the molecule) binds to the ACE2 receptor, while S2 mediates the viral-cell membrane fusion by being exposed to TMPRSS2 and TMPRSS4 or other host cell proteases, such as furin, that is cleaved at the S1-S2 junction and allows the binding of S1 to NRP1. Additional molecules, including TLR4, CD147 and GRP78, have also been proposed as potential SARS-CoV-2 cell entry mediators. SARS-CoV2, severe acute respiratory syndrome coronavirus 2; ACE2, angiotensin converting enzyme 2; NPR1, neuropilin-1; TMPRSS2 and 4, transmembrane protease serine 2 and 4; TLR4, Toll-like receptor 4; GRP78, glucose-regulated protein 78; CD147, basigin (BSG).</p></caption>
<graphic xlink:href="IJMM-49-02-05075-g00.tif"/></fig>
<fig id="f2-ijmm-49-02-05075" position="float">
<label>Figure 2</label>
<caption>
<p>Venn diagram describing shared miRNAs between NRP1, GRP78, ADAM17 and TLR4. NRP1 and ADAM17 share three common miRNAs: hsa-miR-148a-3p, hsa-miR-152-3p and hsa-miR-148b-3p. TLR4 and NRP1 share one common miRNA, hsa-miR-587; whereas TLR4 and GRP78 share hsa-miR-338-5p as a common miRNA.</p></caption>
<graphic xlink:href="IJMM-49-02-05075-g01.tif"/></fig>
<fig id="f3-ijmm-49-02-05075" position="float">
<label>Figure 3</label>
<caption>
<p>Distribution and co-localisation of all potential cell entry mediators. BSG, basigin (CD147); HSPA5, heat shock protein A5; ADAM17, ADAM metallopeptidase domain 17 (also termed tumour necrosis factor-&#x003B1; convertase); TMPRSS2 and 4, transmembrane protease serine 2 and 4; ACE2, angiotensin converting enzyme 2; GRM2, glutamate receptor subtype 2 (mGluR2); HAVCR1, hepatitis A virus cellular receptor 1 (also termed kidney injury molecule-1, KIM1).</p></caption>
<graphic xlink:href="IJMM-49-02-05075-g02.tif"/></fig>
<table-wrap id="tI-ijmm-49-02-05075" position="float">
<label>Table I</label>
<caption>
<p>Genes related to SARS-CoV-2 entry into host cells.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Cell entry mediators</th>
<th valign="top" align="center">Abbreviation</th>
<th valign="top" align="center">Proposed action</th>
<th valign="top" align="center">(Refs.)</th></tr></thead>
<tbody>
<tr>
<td valign="top" align="left">Angiotensin converting enzyme 2</td>
<td valign="top" align="left">ACE2</td>
<td valign="top" align="left">Canonical receptor for the S glycoprotein (S1 domain)</td>
<td valign="top" align="center">(<xref rid="b4-ijmm-49-02-05075" ref-type="bibr">4</xref>,<xref rid="b48-ijmm-49-02-05075" ref-type="bibr">48</xref>,<xref rid="b49-ijmm-49-02-05075" ref-type="bibr">49</xref>)</td></tr>
<tr>
<td valign="top" align="left">Transmembrane protease, serine 2 and serine 4</td>
<td valign="top" align="left">TMPRSS2 TMPRSS4</td>
<td valign="top" align="left">Mediate fusion of viral and host cell membranes after proteolytic cleavage at the S1/S2 region</td>
<td valign="top" align="center">(<xref rid="b7-ijmm-49-02-05075" ref-type="bibr">7</xref>,<xref rid="b19-ijmm-49-02-05075" ref-type="bibr">19</xref>,<xref rid="b50-ijmm-49-02-05075" ref-type="bibr">50</xref>,<xref rid="b51-ijmm-49-02-05075" ref-type="bibr">51</xref>)</td></tr>
<tr>
<td valign="top" align="left">Neuropilin-1</td>
<td valign="top" align="left">NRP1</td>
<td valign="top" align="left">Additional SARS-CoV-2 host cell receptor, increasing its infectivity and contributing to its tropism</td>
<td valign="top" align="center">(<xref rid="b20-ijmm-49-02-05075" ref-type="bibr">20</xref>,<xref rid="b23-ijmm-49-02-05075" ref-type="bibr">23</xref>-<xref rid="b25-ijmm-49-02-05075" ref-type="bibr">25</xref>,<xref rid="b48-ijmm-49-02-05075" ref-type="bibr">48</xref>)</td></tr>
<tr>
<td valign="top" align="left">Toll-like receptor 4</td>
<td valign="top" align="left">TLR4</td>
<td valign="top" align="left">Potential alternative receptor for SARS-CoV-2</td>
<td valign="top" align="center">(<xref rid="b46-ijmm-49-02-05075" ref-type="bibr">46</xref>,<xref rid="b47-ijmm-49-02-05075" ref-type="bibr">47</xref>,<xref rid="b52-ijmm-49-02-05075" ref-type="bibr">52</xref>)</td></tr>
<tr>
<td valign="top" align="left">Kidney injury molecule-1</td>
<td valign="top" align="left">KIM1</td>
<td valign="top" align="left">Potential interaction with SARS-CoV-2 receptor-binding domain</td>
<td valign="top" align="center">(<xref rid="b33-ijmm-49-02-05075" ref-type="bibr">33</xref>,<xref rid="b34-ijmm-49-02-05075" ref-type="bibr">34</xref>)</td></tr>
<tr>
<td valign="top" align="left">Basigin</td>
<td valign="top" align="left">BSG/CD147</td>
<td valign="top" align="left">Potential facilitator of the entry of SARS-CoV-2 into host cells by endocytosis</td>
<td valign="top" align="center">(<xref rid="b30-ijmm-49-02-05075" ref-type="bibr">30</xref>,<xref rid="b31-ijmm-49-02-05075" ref-type="bibr">31</xref>)</td></tr>
<tr>
<td valign="top" align="left">Heat shock protein A5 or glucose regulating protein 78</td>
<td valign="top" align="left">HSPA5/GRP78</td>
<td valign="top" align="left">Possible route for SARS-CoV-2 cell attachment and entry</td>
<td valign="top" align="center">(<xref rid="b28-ijmm-49-02-05075" ref-type="bibr">28</xref>,<xref rid="b29-ijmm-49-02-05075" ref-type="bibr">29</xref>)</td></tr>
<tr>
<td valign="top" align="left">ADAM metallopeptidase domain 17 or TNF-&#x003B1; convertase enzyme</td>
<td valign="top" align="left">ADAM17</td>
<td valign="top" align="left">Regulates shedding of the ACE2 ectodomain</td>
<td valign="top" align="center">(<xref rid="b10-ijmm-49-02-05075" ref-type="bibr">10</xref>,<xref rid="b38-ijmm-49-02-05075" ref-type="bibr">38</xref>,<xref rid="b39-ijmm-49-02-05075" ref-type="bibr">39</xref>)</td></tr></tbody></table>
<table-wrap-foot><fn id="tfn1-ijmm-49-02-05075">
<p>SARS-CoV2, severe acute respiratory syndrome coronavirus 2.</p></fn></table-wrap-foot></table-wrap>
<table-wrap id="tII-ijmm-49-02-05075" position="float">
<label>Table II</label>
<caption>
<p>List of miRNAs that indicate strong binding potential against transmembrane serine protease 4.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Target rank</th>
<th valign="top" align="center">Target score</th>
<th valign="top" align="center">miRNA name</th>
<th valign="top" align="center">miRNA sequence</th></tr></thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">88</td>
<td valign="top" align="left">hsa-miR-6721-5p</td>
<td valign="top" align="left">5&#x02032;-ugggcaggggcuuauuguaggag-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">85</td>
<td valign="top" align="left">hsa-miR-3671</td>
<td valign="top" align="left">5&#x02032;-aucaaauaaggacuagucugca-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">82</td>
<td valign="top" align="left">hsa-miR-496</td>
<td valign="top" align="left">5&#x02032;-ugaguauuacauggccaaucuc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">81</td>
<td valign="top" align="left">hsa-miR-551b-3p</td>
<td valign="top" align="left">5&#x02032;-gcgacccauacuugguuucag-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">81</td>
<td valign="top" align="left">hsa-miR-551a</td>
<td valign="top" align="left">5&#x02032;-gcgacccacucuugguuucca-3&#x02032;</td></tr></tbody></table></table-wrap>
<table-wrap id="tIII-ijmm-49-02-05075" position="float">
<label>Table III</label>
<caption>
<p>List of miRNAs that indicate strong binding potential against neuropilin-1.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Target rank</th>
<th valign="top" align="center">Target score</th>
<th valign="top" align="center">miRNA name</th>
<th valign="top" align="center">miRNA sequence</th></tr></thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">98</td>
<td valign="top" align="left">hsa-miR-3646</td>
<td valign="top" align="left">5&#x02032;-aaaaugaaaugagcccagccca-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">97</td>
<td valign="top" align="left">hsa-miR-7977</td>
<td valign="top" align="left">5&#x02032;-uucccagccaacgcacca-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">96</td>
<td valign="top" align="left">hsa-miR-6844</td>
<td valign="top" align="left">5&#x02032;-uucuuuguuuuuaauucacag-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">95</td>
<td valign="top" align="left">hsa-miR-124-3p</td>
<td valign="top" align="left">5&#x02032;-uaaggcacgcggugaaugccaa-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">95</td>
<td valign="top" align="left">hsa-miR-3133</td>
<td valign="top" align="left">5&#x02032;-uaaagaacucuuaaaacccaau-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">95</td>
<td valign="top" align="left">hsa-miR-5094</td>
<td valign="top" align="left">5&#x02032;-aaucagugaaugccuugaaccu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left">95</td>
<td valign="top" align="left">hsa-miR-506-3p</td>
<td valign="top" align="left">5&#x02032;-uaaggcacccuucugaguaga-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="left">95</td>
<td valign="top" align="left">hsa-miR-153-5p</td>
<td valign="top" align="left">5&#x02032;-ucauuuuugugauguugcagcu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="left">94</td>
<td valign="top" align="left">hsa-miR-4755-5p</td>
<td valign="top" align="left">5&#x02032;-uuucccuucagagccuggcuuu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">10</td>
<td valign="top" align="left">94</td>
<td valign="top" align="left">hsa-miR-148a-3p</td>
<td valign="top" align="left">5&#x02032;-ucagugcacuacagaacuuugu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">11</td>
<td valign="top" align="left">94</td>
<td valign="top" align="left">hsa-miR-152-3p</td>
<td valign="top" align="left">5&#x02032;-ucagugcaugacagaacuugg-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">12</td>
<td valign="top" align="left">94</td>
<td valign="top" align="left">hsa-miR-148b-3p</td>
<td valign="top" align="left">5&#x02032;-ucagugcaucacagaacuuugu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">13</td>
<td valign="top" align="left">94</td>
<td valign="top" align="left">hsa-miR-3148</td>
<td valign="top" align="left">5&#x02032;-uggaaaaaacuggugugugcuu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">14</td>
<td valign="top" align="left">94</td>
<td valign="top" align="left">hsa-miR-5006-3p</td>
<td valign="top" align="left">5&#x02032;-uuucccuuuccauccuggcag-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">15</td>
<td valign="top" align="left">93</td>
<td valign="top" align="left">hsa-miR-1285-3p</td>
<td valign="top" align="left">5&#x02032;-ucugggcaacaaagugagaccu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">16</td>
<td valign="top" align="left">93</td>
<td valign="top" align="left">hsa-miR-548an</td>
<td valign="top" align="left">5&#x02032;-aaaaggcauugugguuuuug-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">17</td>
<td valign="top" align="left">93</td>
<td valign="top" align="left">hsa-miR-3686</td>
<td valign="top" align="left">5&#x02032;-aucuguaagagaaaguaaauga-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">18</td>
<td valign="top" align="left">93</td>
<td valign="top" align="left">hsa-miR-651-3p</td>
<td valign="top" align="left">5&#x02032;-aaaggaaaguguauccuaaaag-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">19</td>
<td valign="top" align="left">93</td>
<td valign="top" align="left">hsa-miR-5189-5p</td>
<td valign="top" align="left">5&#x02032;-ucugggcacaggcggauggacagg-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">20</td>
<td valign="top" align="left">92</td>
<td valign="top" align="left">hsa-let-7a-3p</td>
<td valign="top" align="left">5&#x02032;-cuauacaaucuacugucuuuc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">21</td>
<td valign="top" align="left">92</td>
<td valign="top" align="left">hsa-miR-98-3p</td>
<td valign="top" align="left">5&#x02032;-cuauacaacuuacuacuuuccc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">22</td>
<td valign="top" align="left">92</td>
<td valign="top" align="left">hsa-miR-6860</td>
<td valign="top" align="left">5&#x02032;-acugggcagggcuguggugagu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">23</td>
<td valign="top" align="left">92</td>
<td valign="top" align="left">hsa-miR-1-3p</td>
<td valign="top" align="left">5&#x02032;-uggaauguaaagaaguauguau-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">24</td>
<td valign="top" align="left">92</td>
<td valign="top" align="left">hsa-miR-612</td>
<td valign="top" align="left">5&#x02032;-gcugggcagggcuucugagcuccuu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">25</td>
<td valign="top" align="left">92</td>
<td valign="top" align="left">hsa-miR-3187-5p</td>
<td valign="top" align="left">5&#x02032;-ccugggcagcguguggcugaagg-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">26</td>
<td valign="top" align="left">92</td>
<td valign="top" align="left">hsa-let-7b-3p</td>
<td valign="top" align="left">5&#x02032;-cuauacaaccuacugccuuccc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">27</td>
<td valign="top" align="left">92</td>
<td valign="top" align="left">hsa-miR-206</td>
<td valign="top" align="left">5&#x02032;-uggaauguaaggaagugugugg-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">28</td>
<td valign="top" align="left">92</td>
<td valign="top" align="left">hsa-miR-5004-5p</td>
<td valign="top" align="left">5&#x02032;-ugaggacagggcaaauucacga-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">29</td>
<td valign="top" align="left">92</td>
<td valign="top" align="left">hsa-let-7f-1-3p</td>
<td valign="top" align="left">5&#x02032;-cuauacaaucuauugccuuccc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">30</td>
<td valign="top" align="left">91</td>
<td valign="top" align="left">hsa-miR-510-3p</td>
<td valign="top" align="left">5&#x02032;-auugaaaccucuaagagugga-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">31</td>
<td valign="top" align="left">90</td>
<td valign="top" align="left">hsa-miR-320d</td>
<td valign="top" align="left">5&#x02032;-aaaagcuggguugagagga-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">32</td>
<td valign="top" align="left">90</td>
<td valign="top" align="left">hsa-miR-613</td>
<td valign="top" align="left">5&#x02032;-aggaauguuccuucuuugcc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">33</td>
<td valign="top" align="left">90</td>
<td valign="top" align="left">hsa-miR-4429</td>
<td valign="top" align="left">5&#x02032;-aaaagcugggcugagaggcg-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">34</td>
<td valign="top" align="left">90</td>
<td valign="top" align="left">hsa-miR-320c</td>
<td valign="top" align="left">5&#x02032;-aaaagcuggguugagagggu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">35</td>
<td valign="top" align="left">90</td>
<td valign="top" align="left">hsa-miR-6806-3p</td>
<td valign="top" align="left">5&#x02032;-ugaagcucugacauuccugcag-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">36</td>
<td valign="top" align="left">90</td>
<td valign="top" align="left">hsa-miR-3928-5p</td>
<td valign="top" align="left">5&#x02032;-ugaagcucuaagguuccgccugc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">37</td>
<td valign="top" align="left">90</td>
<td valign="top" align="left">hsa-miR-320a-3p</td>
<td valign="top" align="left">5&#x02032;-aaaagcuggguugagagggcga-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">38</td>
<td valign="top" align="left">90</td>
<td valign="top" align="left">hsa-miR-338-3p</td>
<td valign="top" align="left">5&#x02032;-uccagcaucagugauuuuguug-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">39</td>
<td valign="top" align="left">90</td>
<td valign="top" align="left">hsa-miR-9-5p</td>
<td valign="top" align="left">5&#x02032;-ucuuugguuaucuagcuguauga-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">40</td>
<td valign="top" align="left">90</td>
<td valign="top" align="left">hsa-miR-1322</td>
<td valign="top" align="left">5&#x02032;-gaugaugcugcugaugcug-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">41</td>
<td valign="top" align="left">90</td>
<td valign="top" align="left">hsa-miR-320b</td>
<td valign="top" align="left">5&#x02032;-aaaagcuggguugagagggcaa-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">42</td>
<td valign="top" align="left">89</td>
<td valign="top" align="left">hsa-miR-150-3p</td>
<td valign="top" align="left">5&#x02032;-cugguacaggccugggggacag-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">43</td>
<td valign="top" align="left">89</td>
<td valign="top" align="left">hsa-miR-4261</td>
<td valign="top" align="left">5&#x02032;-aggaaacagggaccca-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">44</td>
<td valign="top" align="left">88</td>
<td valign="top" align="left">hsa-miR-6733-3p</td>
<td valign="top" align="left">5&#x02032;-ucagugucuggauuuccuag-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">45</td>
<td valign="top" align="left">88</td>
<td valign="top" align="left">hsa-miR-5701</td>
<td valign="top" align="left">5&#x02032;-uuauugucacguucugauu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">46</td>
<td valign="top" align="left">87</td>
<td valign="top" align="left">hsa-miR-3920</td>
<td valign="top" align="left">5&#x02032;-acugauuaucuuaacucucuga-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">47</td>
<td valign="top" align="left">87</td>
<td valign="top" align="left">hsa-miR-147b-5p</td>
<td valign="top" align="left">5&#x02032;-uggaaacauuucugcacaaacu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">48</td>
<td valign="top" align="left">87</td>
<td valign="top" align="left">hsa-miR-4724-5p</td>
<td valign="top" align="left">5&#x02032;-aacugaaccaggagugagcuucg-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">49</td>
<td valign="top" align="left">87</td>
<td valign="top" align="left">hsa-miR-4251</td>
<td valign="top" align="left">5&#x02032;-ccugagaaaagggccaa-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">50</td>
<td valign="top" align="left">86</td>
<td valign="top" align="left">hsa-miR-137-3p</td>
<td valign="top" align="left">5&#x02032;-uuauugcuuaagaauacgcguag-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">51</td>
<td valign="top" align="left">86</td>
<td valign="top" align="left">hsa-miR-4789-5p</td>
<td valign="top" align="left">5&#x02032;-guauacaccugauauguguaug-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">52</td>
<td valign="top" align="left">86</td>
<td valign="top" align="left">hsa-miR-570-3p</td>
<td valign="top" align="left">5&#x02032;-cgaaaacagcaauuaccuuugc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">53</td>
<td valign="top" align="left">85</td>
<td valign="top" align="left">hsa-miR-4801</td>
<td valign="top" align="left">5&#x02032;-uacacaagaaaaccaaggcuca-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">54</td>
<td valign="top" align="left">84</td>
<td valign="top" align="left">hsa-miR-24-3p</td>
<td valign="top" align="left">5&#x02032;-uggcucaguucagcaggaacag-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">55</td>
<td valign="top" align="left">84</td>
<td valign="top" align="left">hsa-miR-587</td>
<td valign="top" align="left">5&#x02032;-uuuccauaggugaugagucac-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">56</td>
<td valign="top" align="left">83</td>
<td valign="top" align="left">hsa-miR-4324</td>
<td valign="top" align="left">5&#x02032;-cccugagacccuaaccuuaa-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">57</td>
<td valign="top" align="left">83</td>
<td valign="top" align="left">hsa-miR-181a-2-3p</td>
<td valign="top" align="left">5&#x02032;-accacugaccguugacuguacc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">58</td>
<td valign="top" align="left">82</td>
<td valign="top" align="left">hsa-miR-186-5p</td>
<td valign="top" align="left">5&#x02032;-caaagaauucuccuuuugggcu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">59</td>
<td valign="top" align="left">82</td>
<td valign="top" align="left">hsa-let-7f-2-3p</td>
<td valign="top" align="left">5&#x02032;-cuauacagucuacugucuuucc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">60</td>
<td valign="top" align="left">82</td>
<td valign="top" align="left">hsa-miR-6843-3p</td>
<td valign="top" align="left">5&#x02032;-auggucuccuguucucugcag-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">61</td>
<td valign="top" align="left">82</td>
<td valign="top" align="left">hsa-miR-1185-1-3p</td>
<td valign="top" align="left">5&#x02032;-auauacagggggagacucuuau-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">62</td>
<td valign="top" align="left">82</td>
<td valign="top" align="left">hsa-miR-6848-3p</td>
<td valign="top" align="left">5&#x02032;-guggucucuuggcccccag-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">63</td>
<td valign="top" align="left">82</td>
<td valign="top" align="left">hsa-miR-6853-3p</td>
<td valign="top" align="left">5&#x02032;-uguucauuggaacccugcgcag-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">64</td>
<td valign="top" align="left">82</td>
<td valign="top" align="left">hsa-miR-1185-2-3p</td>
<td valign="top" align="left">5&#x02032;-auauacagggggagacucucau-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">65</td>
<td valign="top" align="left">81</td>
<td valign="top" align="left">hsa-miR-6736-3p</td>
<td valign="top" align="left">5&#x02032;-ucagcuccucucuacccacag-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">66</td>
<td valign="top" align="left">81</td>
<td valign="top" align="left">hsa-miR-4277</td>
<td valign="top" align="left">5&#x02032;-gcaguucugagcacaguacac-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">67</td>
<td valign="top" align="left">81</td>
<td valign="top" align="left">hsa-miR-3662</td>
<td valign="top" align="left">5&#x02032;-gaaaaugaugaguagugacugaug-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">68</td>
<td valign="top" align="left">81</td>
<td valign="top" align="left">hsa-miR-1289</td>
<td valign="top" align="left">5&#x02032;-uggaguccaggaaucugcauuuu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">69</td>
<td valign="top" align="left">81</td>
<td valign="top" align="left">hsa-miR-1825</td>
<td valign="top" align="left">5&#x02032;-uccagugcccuccucucc-3&#x02032;</td></tr></tbody></table></table-wrap>
<table-wrap id="tIV-ijmm-49-02-05075" position="float">
<label>Table IV</label>
<caption>
<p>List of miRNAs that indicate strong binding potential against ADAM metallopeptidase domain 17.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Target rank</th>
<th valign="top" align="center">Target score</th>
<th valign="top" align="center">miRNA name</th>
<th valign="top" align="center">miRNA sequence</th></tr></thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">99</td>
<td valign="top" align="left">hsa-miR-3163</td>
<td valign="top" align="left">5&#x02032;-uauaaaaugagggcaguaagac-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">97</td>
<td valign="top" align="left">hsa-miR-548ah-3p</td>
<td valign="top" align="left">5&#x02032;-caaaaacugcaguuacuuuugc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">97</td>
<td valign="top" align="left">hsa-miR-548am-3p</td>
<td valign="top" align="left">5&#x02032;-caaaaacugcaguuacuuuugu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">97</td>
<td valign="top" align="left">hsa-miR-548x-3p</td>
<td valign="top" align="left">5&#x02032;-uaaaaacugcaauuacuuuc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">97</td>
<td valign="top" align="left">hsa-miR-4465</td>
<td valign="top" align="left">5&#x02032;-cucaaguagucugaccagggga-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">97</td>
<td valign="top" align="left">hsa-miR-548aj-3p</td>
<td valign="top" align="left">5&#x02032;-uaaaaacugcaauuacuuuua-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left">96</td>
<td valign="top" align="left">hsa-miR-548ae-3p</td>
<td valign="top" align="left">5&#x02032;-caaaaacugcaauuacuuuca-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="left">96</td>
<td valign="top" align="left">hsa-miR-548aq-3p</td>
<td valign="top" align="left">5&#x02032;-caaaaacugcaauuacuuuugc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="left">96</td>
<td valign="top" align="left">hsa-miR-1297</td>
<td valign="top" align="left">5&#x02032;-uucaaguaauucaggug-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">10</td>
<td valign="top" align="left">96</td>
<td valign="top" align="left">hsa-miR-26a-5p</td>
<td valign="top" align="left">5&#x02032;-uucaaguaauccaggauaggcu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">11</td>
<td valign="top" align="left">96</td>
<td valign="top" align="left">hsa-miR-26b-5p</td>
<td valign="top" align="left">5&#x02032;-uucaaguaauucaggauaggu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">12</td>
<td valign="top" align="left">96</td>
<td valign="top" align="left">hsa-miR-548j-3p</td>
<td valign="top" align="left">5&#x02032;-caaaaacugcauuacuuuugc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">13</td>
<td valign="top" align="left">89</td>
<td valign="top" align="left">hsa-miR-507</td>
<td valign="top" align="left">5&#x02032;-uuuugcaccuuuuggagugaa-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">14</td>
<td valign="top" align="left">88</td>
<td valign="top" align="left">hsa-miR-5697</td>
<td valign="top" align="left">5&#x02032;-ucaaguaguuucaugauaaagg-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">15</td>
<td valign="top" align="left">88</td>
<td valign="top" align="left">hsa-miR-4762-5p</td>
<td valign="top" align="left">5&#x02032;-ccaaaucuugaucagaagccu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">16</td>
<td valign="top" align="left">88</td>
<td valign="top" align="left">hsa-miR-4719</td>
<td valign="top" align="left">5&#x02032;-ucacaaaucuauaauaugcagg-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">17</td>
<td valign="top" align="left">88</td>
<td valign="top" align="left">hsa-miR-5197-5p</td>
<td valign="top" align="left">5&#x02032;-caauggcacaaacucauucuuga-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">18</td>
<td valign="top" align="left">88</td>
<td valign="top" align="left">hsa-miR-4686</td>
<td valign="top" align="left">5&#x02032;-uaucugcugggcuuucugguguu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">19</td>
<td valign="top" align="left">87</td>
<td valign="top" align="left">hsa-miR-95-5p</td>
<td valign="top" align="left">5&#x02032;-ucaauaaaugucuguugaauu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">20</td>
<td valign="top" align="left">87</td>
<td valign="top" align="left">hsa-miR-8064</td>
<td valign="top" align="left">5&#x02032;-agcacacugagcgagcggac-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">21</td>
<td valign="top" align="left">86</td>
<td valign="top" align="left">hsa-miR-7109-3p</td>
<td valign="top" align="left">5&#x02032;-caagccucuccugcccuuccag-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">22</td>
<td valign="top" align="left">86</td>
<td valign="top" align="left">hsa-miR-513a-5p</td>
<td valign="top" align="left">5&#x02032;-uucacagggaggugucau-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">23</td>
<td valign="top" align="left">84</td>
<td valign="top" align="left">hsa-miR-5195-3p</td>
<td valign="top" align="left">5&#x02032;-auccaguucucugagggggcu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">24</td>
<td valign="top" align="left">84</td>
<td valign="top" align="left">hsa-miR-557</td>
<td valign="top" align="left">5&#x02032;-guuugcacgggugggccuugucu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">25</td>
<td valign="top" align="left">84</td>
<td valign="top" align="left">hsa-miR-145-5p</td>
<td valign="top" align="left">5&#x02032;-guccaguuuucccaggaaucccu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">26</td>
<td valign="top" align="left">84</td>
<td valign="top" align="left">hsa-miR-12136</td>
<td valign="top" align="left">5&#x02032;-gaaaaagucauggaggcc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">27</td>
<td valign="top" align="left">84</td>
<td valign="top" align="left">hsa-miR-6126</td>
<td valign="top" align="left">5&#x02032;-gugaaggcccggcggaga-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">28</td>
<td valign="top" align="left">83</td>
<td valign="top" align="left">hsa-miR-4799-5p</td>
<td valign="top" align="left">5&#x02032;-aucuaaaugcagcaugccaguc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">29</td>
<td valign="top" align="left">83</td>
<td valign="top" align="left">hsa-miR-148a-3p</td>
<td valign="top" align="left">5&#x02032;-ucagugcacuacagaacuuugu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">30</td>
<td valign="top" align="left">83</td>
<td valign="top" align="left">hsa-miR-152-3p</td>
<td valign="top" align="left">5&#x02032;-ucagugcaugacagaacuugg-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">31</td>
<td valign="top" align="left">83</td>
<td valign="top" align="left">hsa-miR-4464</td>
<td valign="top" align="left">5&#x02032;-aagguuuggauagaugcaaua-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">32</td>
<td valign="top" align="left">83</td>
<td valign="top" align="left">hsa-miR-4748</td>
<td valign="top" align="left">5&#x02032;-gagguuuggggaggauuugcu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">33</td>
<td valign="top" align="left">83</td>
<td valign="top" align="left">hsa-miR-605-3p</td>
<td valign="top" align="left">5&#x02032;-agaaggcacuaugagauuuaga-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">34</td>
<td valign="top" align="left">83</td>
<td valign="top" align="left">hsa-miR-148b-3p</td>
<td valign="top" align="left">5&#x02032;-ucagugcaucacagaacuuugu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">35</td>
<td valign="top" align="left">83</td>
<td valign="top" align="left">hsa-miR-767-5p</td>
<td valign="top" align="left">5&#x02032;-ugcaccaugguugucugagcaug-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">36</td>
<td valign="top" align="left">81</td>
<td valign="top" align="left">hsa-miR-548l</td>
<td valign="top" align="left">5&#x02032;-aaaaguauuugcggguuuuguc-3&#x02032;</td></tr></tbody></table></table-wrap>
<table-wrap id="tV-ijmm-49-02-05075" position="float">
<label>Table V</label>
<caption>
<p>List of miRNAs that indicate strong binding potential against hepatitis A virus cellular receptor 1 (HAVCR1, KIM1).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Target rank</th>
<th valign="top" align="center">Target score</th>
<th valign="top" align="center">miRNA name</th>
<th valign="top" align="center">miRNA sequence</th></tr></thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">90</td>
<td valign="top" align="left">hsa-miR-4255</td>
<td valign="top" align="left">5&#x02032;-caguguucagagaugga-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">87</td>
<td valign="top" align="left">hsa-miR-4738-3p</td>
<td valign="top" align="left">5&#x02032;-ugaaacuggagcgccuggagga-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">86</td>
<td valign="top" align="left">hsa-miR-3117-3p</td>
<td valign="top" align="left">5&#x02032;-auaggacucauauagugccag-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">85</td>
<td valign="top" align="left">hsa-miR-3171</td>
<td valign="top" align="left">5&#x02032;-agauguauggaaucuguauauauc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">83</td>
<td valign="top" align="left">hsa-miR-383-5p</td>
<td valign="top" align="left">5&#x02032;-agaucagaaggugauuguggcu-3&#x02032;</td></tr></tbody></table></table-wrap>
<table-wrap id="tVI-ijmm-49-02-05075" position="float">
<label>Table VI</label>
<caption>
<p>List of miRNAs that indicate strong binding potential against heat shock protein family A (Hsp70) member 5 (HSPA5 or GRP78).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Target rank</th>
<th valign="top" align="left">Target score</th>
<th valign="top" align="left">miRNA name</th>
<th valign="top" align="left">miRNA sequence</th></tr></thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">99</td>
<td valign="top" align="left">hsa-miR-3121-3p</td>
<td valign="top" align="left">5&#x02032;-uaaauagaguaggcaaaggaca-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">97</td>
<td valign="top" align="left">hsa-miR-5688</td>
<td valign="top" align="left">5&#x02032;-uaacaaacaccuguaaaacagc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">96</td>
<td valign="top" align="left">hsa-miR-635</td>
<td valign="top" align="left">5&#x02032;-acuugggcacugaaacaaugucc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">96</td>
<td valign="top" align="left">hsa-miR-6774-5p</td>
<td valign="top" align="left">5&#x02032;-acuugggcaggagggacccuguaug-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">95</td>
<td valign="top" align="left">hsa-miR-495-3p</td>
<td valign="top" align="left">5&#x02032;-aaacaaacauggugcacuucuu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">93</td>
<td valign="top" align="left">hsa-miR-338-5p</td>
<td valign="top" align="left">5&#x02032;-aacaauauccuggugcugagug-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left">91</td>
<td valign="top" align="left">hsa-miR-7-2-3p</td>
<td valign="top" align="left">5&#x02032;-caacaaaucccagucuaccuaa-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="left">91</td>
<td valign="top" align="left">hsa-miR-7-1-3p</td>
<td valign="top" align="left">5&#x02032;-caacaaaucacagucugccaua-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="left">90</td>
<td valign="top" align="left">hsa-miR-30d-3p</td>
<td valign="top" align="left">5&#x02032;-cuuucagucagauguuugcugc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">10</td>
<td valign="top" align="left">89</td>
<td valign="top" align="left">hsa-miR-199a-5p</td>
<td valign="top" align="left">5&#x02032;-cccaguguucagacuaccuguuc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">11</td>
<td valign="top" align="left">89</td>
<td valign="top" align="left">hsa-miR-199b-5p</td>
<td valign="top" align="left">5&#x02032;-cccaguguuuagacuaucuguuc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">12</td>
<td valign="top" align="left">89</td>
<td valign="top" align="left">hsa-miR-4699-3p</td>
<td valign="top" align="left">5&#x02032;-aauuuacucugcaaucuucucc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">13</td>
<td valign="top" align="left">88</td>
<td valign="top" align="left">hsa-miR-7854-3p</td>
<td valign="top" align="left">5&#x02032;-ugaggugaccgcagaugggaa-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">14</td>
<td valign="top" align="left">87</td>
<td valign="top" align="left">hsa-miR-4650-3p</td>
<td valign="top" align="left">5&#x02032;-agguagaaugaggccugacau-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">15</td>
<td valign="top" align="left">85</td>
<td valign="top" align="left">hsa-miR-222-5p</td>
<td valign="top" align="left">5&#x02032;-cucaguagccaguguagauccu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">16</td>
<td valign="top" align="left">84</td>
<td valign="top" align="left">hsa-miR-16-1-3p</td>
<td valign="top" align="left">5&#x02032;-ccaguauuaacugugcugcuga-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">17</td>
<td valign="top" align="left">84</td>
<td valign="top" align="left">hsa-miR-30e-3p</td>
<td valign="top" align="left">5&#x02032;-cuuucagucggauguuuacagc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">18</td>
<td valign="top" align="left">84</td>
<td valign="top" align="left">hsa-miR-148a-5p</td>
<td valign="top" align="left">5&#x02032;-aaaguucugagacacuccgacu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">19</td>
<td valign="top" align="left">84</td>
<td valign="top" align="left">hsa-miR-30a-3p</td>
<td valign="top" align="left">5&#x02032;-cuuucagucggauguuugcagc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">20</td>
<td valign="top" align="left">84</td>
<td valign="top" align="left">hsa-miR-4451</td>
<td valign="top" align="left">5&#x02032;-ugguagagcugaggaca-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">21</td>
<td valign="top" align="left">84</td>
<td valign="top" align="left">hsa-miR-7162-3p</td>
<td valign="top" align="left">5&#x02032;-ucugagguggaacagcagc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">22</td>
<td valign="top" align="left">83</td>
<td valign="top" align="left">hsa-miR-6777-3p</td>
<td valign="top" align="left">5&#x02032;-uccacucuccuggcccccag-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">23</td>
<td valign="top" align="left">82</td>
<td valign="top" align="left">hsa-miR-770-5p</td>
<td valign="top" align="left">5&#x02032;-uccaguaccacgugucagggcca-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">24</td>
<td valign="top" align="left">82</td>
<td valign="top" align="left">hsa-miR-4712-5p</td>
<td valign="top" align="left">5&#x02032;-uccaguacaggucucucauuuc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">25</td>
<td valign="top" align="left">81</td>
<td valign="top" align="left">hsa-miR-3606-3p</td>
<td valign="top" align="left">5&#x02032;-aaaauuucuuucacuacuuag-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">26</td>
<td valign="top" align="left">81</td>
<td valign="top" align="left">hsa-miR-513c-3p</td>
<td valign="top" align="left">5&#x02032;-uaaauuucaccuuucugagaaga-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">27</td>
<td valign="top" align="left">81</td>
<td valign="top" align="left">hsa-miR-513a-3p</td>
<td valign="top" align="left">5&#x02032;-uaaauuucaccuuucugagaagg-3&#x02032;</td></tr></tbody></table></table-wrap>
<table-wrap id="tVII-ijmm-49-02-05075" position="float">
<label>Table VII</label>
<caption>
<p>One miRNA which exhibits strong binding potential against basigin (BSG, CD147).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Target rank</th>
<th valign="top" align="center">Target score</th>
<th valign="top" align="center">miRNA name</th>
<th valign="top" align="center">miRNA sequence</th></tr></thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">93</td>
<td valign="top" align="left">hsa-miR-1252-5p</td>
<td valign="top" align="left">5&#x02032;-agaaggaaauugaauucauuua-3&#x02032;</td></tr></tbody></table></table-wrap>
<table-wrap id="tVIII-ijmm-49-02-05075" position="float">
<label>Table VIII</label>
<caption>
<p>List of miRNAs that indicate strong binding potential against Toll-like receptor 4.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Target rank</th>
<th valign="top" align="center">Target score</th>
<th valign="top" align="center">miRNA name</th>
<th valign="top" align="center">miRNA sequence</th></tr></thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">93</td>
<td valign="top" align="left">hsa-miR-448</td>
<td valign="top" align="left">5&#x02032;-uugcauauguaggaugucccau-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">91</td>
<td valign="top" align="left">hsa-miR-3924</td>
<td valign="top" align="left">5&#x02032;-auauguauaugugacugcuacu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">89</td>
<td valign="top" align="left">hsa-miR-627-3p</td>
<td valign="top" align="left">5&#x02032;-ucuuuucuuugagacucacu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">88</td>
<td valign="top" align="left">hsa-miR-338-5p</td>
<td valign="top" align="left">5&#x02032;-aacaauauccuggugcugagug-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">88</td>
<td valign="top" align="left">hsa-miR-4272</td>
<td valign="top" align="left">5&#x02032;-cauucaacuagugauugu-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">87</td>
<td valign="top" align="left">hsa-miR-10397-5p</td>
<td valign="top" align="left">5&#x02032;-uccuugaccugaugcuguaggg-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left">87</td>
<td valign="top" align="left">hsa-miR-5583-3p</td>
<td valign="top" align="left">5&#x02032;-gaauauggguauauuaguuugg-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="left">85</td>
<td valign="top" align="left">hsa-miR-4760-3p</td>
<td valign="top" align="left">5&#x02032;-aaauucauguucaaucuaaacc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="left">85</td>
<td valign="top" align="left">hsa-miR-4652-3p</td>
<td valign="top" align="left">5&#x02032;-guucuguuaacccauccccuca-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">10</td>
<td valign="top" align="left">84</td>
<td valign="top" align="left">hsa-miR-1243</td>
<td valign="top" align="left">5&#x02032;-aacuggaucaauuauaggagug-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">11</td>
<td valign="top" align="left">81</td>
<td valign="top" align="left">hsa-miR-587</td>
<td valign="top" align="left">5&#x02032;-uuuccauaggugaugagucac-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">12</td>
<td valign="top" align="left">81</td>
<td valign="top" align="left">hsa-miR-4678</td>
<td valign="top" align="left">5&#x02032;-aagguauuguucagacuuauga-3&#x02032;</td></tr></tbody></table></table-wrap>
<table-wrap id="tIX-ijmm-49-02-05075" position="float">
<label>Table IX</label>
<caption>
<p>List of miRNAs that indicate strong binding potential against metabotropic glutamate receptor subtype 2.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Target rank</th>
<th valign="top" align="center">Target score</th>
<th valign="top" align="center">miRNA name</th>
<th valign="top" align="center">miRNA sequence</th></tr></thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">86</td>
<td valign="top" align="left">hsa-miR-4492</td>
<td valign="top" align="left">5&#x02032;-ggggcugggcgcgcgcc-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">84</td>
<td valign="top" align="left">hsa-miR-555</td>
<td valign="top" align="left">5&#x02032;-aggguaagcugaaccucugau-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">83</td>
<td valign="top" align="left">hsa-miR-4436b-3p</td>
<td valign="top" align="left">5&#x02032;-cagggcaggaagaaguggacaa-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">83</td>
<td valign="top" align="left">hsa-miR-497-3p</td>
<td valign="top" align="left">5&#x02032;-caaaccacacugugguguuaga-3&#x02032;</td></tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">82</td>
<td valign="top" align="left">hsa-miR-4498</td>
<td valign="top" align="left">5&#x02032;-ugggcuggcagggcaagugcug-3&#x02032;</td></tr></tbody></table></table-wrap></floats-group></article>
