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<journal-id journal-id-type="publisher-id">Front. Mol. Biosci.</journal-id>
<journal-title>Frontiers in Molecular Biosciences</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mol. Biosci.</abbrev-journal-title>
<issn pub-type="epub">2296-889X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="publisher-id">1252529</article-id>
<article-id pub-id-type="doi">10.3389/fmolb.2023.1252529</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Molecular Biosciences</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Cryo-electron microscopy in the fight against COVID-19&#x2014;mechanism of virus entry</article-title>
<alt-title alt-title-type="left-running-head">Bodakuntla et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmolb.2023.1252529">10.3389/fmolb.2023.1252529</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Bodakuntla</surname>
<given-names>Satish</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1333810/overview"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Kuhn</surname>
<given-names>Christopher Cyrus</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Biert&#xfc;mpfel</surname>
<given-names>Christian</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Mizuno</surname>
<given-names>Naoko</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1333056/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Laboratory of Structural Cell Biology</institution>, <institution>National Heart Lung and Blood Institute</institution>, <institution>National Institutes of Health</institution>, <addr-line>Bethesda</addr-line>, <addr-line>MD</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>National Institute of Arthritis and Musculoskeletal and Skin Diseases</institution>, <institution>National Institutes of Health</institution>, <addr-line>Bethesda</addr-line>, <addr-line>MD</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/565194/overview">Edward T. Eng</ext-link>, New York Structural Biology Center, United States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/610424/overview">Mateusz Wilamowski</ext-link>, Jagiellonian University, Poland</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/792821/overview">Krishna M. Padmanabha Das</ext-link>, Harvard Medical School, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Naoko Mizuno, <email>naoko.mizuno@nih.gov</email>
</corresp>
<fn fn-type="equal" id="fn001">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>10</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1252529</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>07</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>09</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Bodakuntla, Kuhn, Biert&#xfc;mpfel and Mizuno.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Bodakuntla, Kuhn, Biert&#xfc;mpfel and Mizuno</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>Cryogenic electron microscopy (cryo-EM) and electron tomography (cryo-ET) have become a critical tool for studying viral particles. Cryo-EM has enhanced our understanding of viral assembly and replication processes at a molecular resolution. Meanwhile, <italic>in situ</italic> cryo-ET has been used to investigate how viruses attach to and invade host cells. These advances have significantly contributed to our knowledge of viral biology. Particularly, prompt elucidations of structures of the SARS-CoV-2 spike protein and its variants have directly impacted the development of vaccines and therapeutic measures. This review discusses the progress made by cryo-EM based technologies in comprehending the severe acute respiratory syndrome coronavirus-2 (SARS-Cov-2), the virus responsible for the devastating global COVID-19 pandemic in 2020 with focus on the SARS-CoV-2 spike protein and the mechanisms of the virus entry and replication.</p>
</abstract>
<kwd-group>
<kwd>cryo-EM</kwd>
<kwd>cryo-ET</kwd>
<kwd>SARS-CoV-2</kwd>
<kwd>COVID-19</kwd>
<kwd>spike protein</kwd>
<kwd>ACE2</kwd>
</kwd-group>
<contract-sponsor id="cn001">NHLBI Division of Intramural Research<named-content content-type="fundref-id">10.13039/100017540</named-content>
</contract-sponsor>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Structural Biology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Cryo-electron microscopy and tomography for viral studies</title>
<p>Over the past decades, cryo-electron microscopy (cryo-EM) has emerged as a valuable method for obtaining structural information about biological samples and elucidating intricate biochemical and cellular processes. Central to this success is the continuing advances in utilizing novel hardware components and computational approaches (<xref ref-type="bibr" rid="B61">Nogales and Scheres, 2015</xref>; <xref ref-type="bibr" rid="B24">Egelman, 2016</xref>; <xref ref-type="bibr" rid="B57">Maruthi et al., 2020</xref>). Particularly, the utilization of direct detection device (DDD) cameras with increased readout frequency, allowed to acquire dose-fractionated multi-frame movies, which enabled to correct beam-induced sample motions and enhance the extraction of high-resolution information (<xref ref-type="bibr" rid="B112">Zheng et al., 2017</xref>). On the software side, new data processing algorithms including deep learning approaches for particle picking and implementation of automated pipelines (<xref ref-type="bibr" rid="B73">Scheres, 2012</xref>; <xref ref-type="bibr" rid="B66">Punjani et al., 2017</xref>; <xref ref-type="bibr" rid="B9">Bepler et al., 2019</xref>) have further bolstered the structural biology field. As a result of these developments, there has been an exponential increase in the publication of high-resolution maps in recent years, marking a new era in the cryo-EM field, stated as the &#x201c;Resolution Revolution&#x201d; (<xref ref-type="bibr" rid="B41">Kuhlbrandt, 2014</xref>). Cryo-EM technology now faces a new challenge: visualizing molecular architecture in their cellular environments using <italic>in situ</italic> cryo-electron tomography (cryo-ET). In cryo-ET, instead of extracting biomolecular complexes from their hosts or reconstituting the complexes from recombinantly prepared proteins, the molecular assemblies of intracellular components are imaged directly in their native environments. During the data collection, the area of interest is incrementally tilted, resulting in a stack of projections from various angular perspectives. This stack of images is computationally aligned and reconstructed into a 3D volume, revealing the ultrastructural composition behind the biological processes (<xref ref-type="bibr" rid="B6">Beck and Baumeister, 2016</xref>; <xref ref-type="bibr" rid="B88">Turk and Baumeister, 2020</xref>).</p>
<p>Emerging technologies like cryo-EM and cryo-ET have become an essential pillar to elucidate the macromolecular complexes such as viral particles and even viruses themselves (<xref ref-type="bibr" rid="B21">De Rosier and Klug, 1968</xref>; <xref ref-type="bibr" rid="B26">Forster et al., 2005</xref>; <xref ref-type="bibr" rid="B54">Mangala Prasad et al., 2017</xref>; <xref ref-type="bibr" rid="B38">Ke et al., 2020</xref>; <xref ref-type="bibr" rid="B89">Turonova et al., 2020</xref>). Cryo-EM single-particle analyses (SPA) have provided molecular insights into the virus assembly and replication process (<xref ref-type="bibr" rid="B82">Sirohi et al., 2016</xref>; <xref ref-type="bibr" rid="B76">Sevvana et al., 2018</xref>), while <italic>in situ</italic> cryo-ET has been employed to analyze the mechanisms of virus-host attachment and invasion (<xref ref-type="bibr" rid="B70">Romero-Brey and Bartenschlager, 2015</xref>; <xref ref-type="bibr" rid="B75">Schur et al., 2016</xref>; <xref ref-type="bibr" rid="B51">Luque and Caston, 2020</xref>). These advances have greatly contributed to our understanding of viral infections and have direct implications for the development of vaccinations and therapeutic options. In this review, we focus on the progress in understanding the severe acute respiratory syndrome coronavirus-2 (SARS-Cov-2), the virus responsible for the devastating global COVID-19 pandemic in 2020, and the interactions with their host cells through the application of cryo-EM based technologies.</p>
</sec>
<sec id="s2">
<title>Research of coronaviruses prior to COVID-19 era</title>
<p>In 2002, prior to the appearance of SARS-CoV-2, a closely related pathogenic virus known as severe acute respiratory syndrome coronavirus (SARS-CoV) emerged through zoonotic jump, resulting in widespread infections worldwide (<xref ref-type="bibr" rid="B15">Cherry and Krogstad, 2004</xref>). Subsequently, two more SARS-CoV-like viruses emerged from zoonotic origins, the Middle East respiratory syndrome coronavirus (MERS-CoV) in 2012 and eventually SARS-CoV-2 in 2019.</p>
<p>Throughout this period, extensive research has been conducted on coronaviruses, leading to notable achievements. These include deciphering the complete genome of coronaviruses and the development of recombinant engineering techniques for studying viral structures. The application of electron microscopy, and tomographic imaging has played a crucial role in elucidating the structural characteristics of viral particles, understanding the evolution of the viruses, and providing mechanistic insights into the biological principles underlying this virus family. The spike protein (S) on the surface of the viruses protrudes outwards and mediates viral entry into the target cells. The S protein broadly has three regions: Ectodomain, trans-membrane region and an intracellular tail (<xref ref-type="fig" rid="F1">Figure 1</xref>). The ectodomain comprises a receptor-binding S1 subunit and a membrane-fusion S2 subunit. Cryo-EM studies revealed that the S protein forms a homo-trimeric structure very similar to a clove-shape (<xref ref-type="fig" rid="F1">Figure 1A</xref>). It showed that the S1 subunits form a trimeric head sitting on the top of the S2 subunit stalk (<xref ref-type="bibr" rid="B39">Kirchdoerfer et al., 2016</xref>) (<xref ref-type="fig" rid="F1">Figure 1A</xref>). During infection, the S1 subunit recognizes the target receptor and the S2 subunit allows the fusion of the plasma membrane and viral membrane to facilitate the release of viral genome into the cell (<xref ref-type="fig" rid="F1">Figures 1A&#x2013;C</xref>). Despite the progress we made with SARS-CoV and MERS-CoV family (<xref ref-type="fig" rid="F1">Figures 1D&#x2013;E</xref>) (<xref ref-type="bibr" rid="B30">Gui et al., 2017</xref>; <xref ref-type="bibr" rid="B108">Yuan et al., 2017</xref>), it is crucial to continue investigating SARS-CoV-2 (<xref ref-type="fig" rid="F1">Figure 1F</xref>) to comprehend its distinctive pathogenic impact on humans.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Pre-fusion structure of the S protein. <bold>(A)</bold> Schematic of the pre-fusion state of the trimeric spike. <bold>(B)</bold> Domain architecture of the S protein: N-terminal domain (NTD), receptor binding domain (RBD) with RGD motif and receptor binding motif (RBM), spike subdomain 1 (SD1), spike subdomain 2 (SD2), fusion peptide (FP), heptad repeats (HR1, HR2), central helix region (CH), connector domain (CD), transmembrane helix (TM), cytoplasmic tail (CT). <bold>(C)</bold> Pre-fusion structure of the ectodomain of the SARS-CoV-2 S protein. Adapted from <xref ref-type="bibr" rid="B97">Wrapp et al. (2020)</xref>. Domains are colored as in <bold>(B)</bold>. Adapted from <xref ref-type="bibr" rid="B97">Wrapp et al. (2020)</xref>. <bold>(D&#x2013;F)</bold> Ectodomain timers of S proteins from related viruses MERS-CoV, SARS-CoV and SARS-CoV-2, respectively. Individual monomers are colored in cyan, magenta and orange, respectively.</p>
</caption>
<graphic xlink:href="fmolb-10-1252529-g001.tif"/>
</fig>
</sec>
<sec id="s3">
<title>The severe acute respiratory syndrome coronavirus-2 (SARS-Cov-2)</title>
<p>The coronavirus disease 2019 (COVID-19), a widely spread and devastating pandemic with huge impact on global health and economy is caused by the virus SARS-CoV-2 (<xref ref-type="fig" rid="F1">Figures 1</xref>, <xref ref-type="fig" rid="F2">2</xref>). The genome of this virus was determined (<xref ref-type="bibr" rid="B113">Zhou et al., 2020a</xref>) and revealed that SARS-CoV-2 belongs to the <italic>Coronaviridae</italic> family as confirmed by the presence of 94% identical amino acid sequences used for CoV species classification. SARS-CoV-2 is classified as an enveloped, positive-sense single-stranded RNA beta-coronavirus. Similar to SARS-CoV and MERS-CoV, SARS-CoV-2 is believed to originate from zoonotic transmission (<xref ref-type="bibr" rid="B16">Coronaviridae Study Group of the International Committee on Taxonomy of, 2020</xref>). Genomic sequencing has revealed a 79% nucleotide homology to SARS-CoV, however, sharing a sequence homology of up to 96% with bat coronaviruses, especially the BANAL-52, BANAL-103 and BANAL-236 strains (<xref ref-type="bibr" rid="B114">Zhou et al., 2020b</xref>; <xref ref-type="bibr" rid="B48">Lu et al., 2020</xref>; <xref ref-type="bibr" rid="B116">Temmam et al., 2022</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Processing and activation of SARS-CoV-2 spike before fusion. Left Structure of the S protein ectodomain (top) and a virus capsid (bottom, <xref ref-type="bibr" rid="B104">Yao et al., 2020</xref>). Center Schematic of the SARS-CoV2 virion. Spike in blue, membrane in brown, M protein in yellow, E protein in purple, RNP in green. Right the S protein is cut by host cell proteases at 2 positions after docking to a receptor. The process releases the S1 domain and part of the S2 domain and results in conformational change of the S2 domain and the M protein.</p>
</caption>
<graphic xlink:href="fmolb-10-1252529-g002.tif"/>
</fig>
<p>Immediately after the SARS-CoV-2 genome sequence was available, cryo-EM based studies paved the way to understand the structure of the viral S protein alone or in complex with accessory proteins (<xref ref-type="bibr" rid="B44">Lan et al., 2020</xref>; <xref ref-type="bibr" rid="B97">Wrapp et al., 2020</xref>; <xref ref-type="bibr" rid="B102">Yan et al., 2020</xref>) (<xref ref-type="fig" rid="F1">Figure 1F</xref>, <xref ref-type="fig" rid="F2">2</xref>). Similar to the other members of the SARS-CoV family, SARS-CoV-2 transfers its genome into the host cell either by endocytosis or by fusing its membrane with the host cell plasma membrane. The infection is mediated by the binding of the S protein to the angiotensin-converting enzyme 2 (ACE2) receptors on the host cell (<xref ref-type="bibr" rid="B33">Hoffmann et al., 2020</xref>; <xref ref-type="bibr" rid="B100">Xu et al., 2020</xref>). During the pandemic, several sporadic mutations in SARS-CoV-2 have emerged through recombination events which allowed the virus to spread rapidly or evade the host immune system (<xref ref-type="bibr" rid="B69">Rochman et al., 2021</xref>). Infections with SARS-CoV-2 can range from mild to severe, with mild cases exhibiting symptoms similar to the common cold. However, a significant proportion of individuals experience a severe course of the disease characterized by serious complications. These complications include respiratory failure, organ failure, and coagulopathic events, which can lead to life-threatening conditions and, ultimately, death (<xref ref-type="bibr" rid="B31">Guo et al., 2020</xref>; <xref ref-type="bibr" rid="B34">Huang et al., 2020</xref>).</p>
</sec>
<sec id="s4">
<title>Architecture of SARS-CoV-2 viral particles</title>
<p>Studies using cryo-EM single-particle analysis (SPA) and cryo-ET techniques have provided insights into the molecular architecture of the SARS-CoV-2 viral particles (<xref ref-type="bibr" rid="B5">Barcena et al., 2021</xref>). SARS-CoV-2 virions have a diameter of approximately 100&#xa0;nm and consist of four main structural proteins: the envelope (E) protein, the membrane (M) protein, the nucleocapsid (N) protein, and the spike (SARS-CoV-2 S) glycoprotein (<xref ref-type="fig" rid="F2">Figure 2</xref>) (<xref ref-type="bibr" rid="B38">Ke et al., 2020</xref>; <xref ref-type="bibr" rid="B2">Arya et al., 2021</xref>; <xref ref-type="bibr" rid="B45">Laue et al., 2021</xref>).</p>
<p>The SARS-CoV-2 M protein is 220 amino acids long, dimerizes, and is located in the viral lipid bilayer through a triple transmembrane domain. Through its homotypic (self) and heterotypic (with other structural proteins) interactions, the M protein transforms between a compact and an elongated form to induce membrane budding of the virus (<xref ref-type="bibr" rid="B90">Ujike and Taguchi, 2015</xref>; <xref ref-type="bibr" rid="B3">Astuti and Ysrafil, 2020</xref>; <xref ref-type="bibr" rid="B96">Wong and Saier, 2021</xref>; <xref ref-type="bibr" rid="B110">Zhang et al., 2022</xref>).</p>
<p>The SARS-CoV-2 N protein, spanning 419 amino acids, is important for the viral assembly. It encapsulates the viral RNA and further assembles into the helical ribonucleocapsid protein (RNP) complex, which is believed to be arranged in a &#x201c;beads on string&#x201d; manner (<xref ref-type="bibr" rid="B40">Klein et al., 2020</xref>). Structurally, the N protein consists of two major domains: the N-terminal domain (N-NTD; residues 46&#x2013;174) and the C-terminal domain (N-CTD; residues 247&#x2013;364) separated by an intrinsically disordered region. The very ends of the M protein are also disordered (<xref ref-type="bibr" rid="B105">Ye et al., 2020</xref>). The N-CTD is crucial for oligomerization during genomic RNA packaging, while the N-NTD recognizes and binds to the genomic RNA (<xref ref-type="bibr" rid="B105">Ye et al., 2020</xref>).</p>
<p>The E protein of the SARS-CoV-2 is only 75 amino acids long, in which the hydrophobic transmembrane domain is positioned between two hydrophilic domains (N-terminal ectodomain and C-terminal endodomain, respectively). The E protein is responsible for the lysis and subsequent release of SARS-CoV-2 RNA during the invasion into host cells (<xref ref-type="bibr" rid="B103">Yang and Rao, 2021</xref>). Despite its relatively small size (8.5&#xa0;kDa), the E protein forms homopentameric helical bundles and functions as a cation-selective channel (<xref ref-type="bibr" rid="B53">Mandala et al., 2020</xref>). These ion channels consequently disrupt the membrane potential and activate the host inflammasome (<xref ref-type="bibr" rid="B22">DeDiego et al., 2014</xref>).</p>
<p>The 1273 amino acid S protein is located on the surface of SARS-CoV-2 virions and plays a crucial role in the viral infection process. Like for SARS-CoV, the SARS-CoV-2 S protein also has two major subunits, S1 and S2. While the S1 subunit recognizes the receptor on the host cell surface, the S2 subunit mediates the fusion of the viral and host cell membranes (<xref ref-type="bibr" rid="B72">Satarker and Nampoothiri, 2020</xref>). The S1 subunit mainly has two well classified domains, the receptor binding domain (RBD) and the N-terminal galectin-like domain (S-NTD). Following receptor binding, the S1 and S2 subunits are cleaved by host proteases, bringing the virus closer to the target cell surface and facilitating membrane fusion. These conformational rearrangements subsequently trigger the activation of the viral membrane fusion machinery and allow the virus to release its genomic RNA into the host. This process then initiates the replication and proliferation cycle of SARS-CoV-2 (<xref ref-type="bibr" rid="B10">Cai et al., 2020</xref>; <xref ref-type="bibr" rid="B91">Walls et al., 2020</xref>) inside the host cell.</p>
</sec>
<sec id="s5">
<title>Structural organization of SARS-CoV-2 spike protein</title>
<p>The SARS-CoV-2 S protein plays the most crucial role in host cell recognition and infection. Extensive research has been conducted to understand the attachment mechanism of the S protein to host cells, how it mediates cell-virus fusion, and further, how this knowledge can be exploited to development efficient vaccines and therapeutic strategies. The structural information provided by cryo-EM and cryo-ET has been vital in these investigations. Numerous structures of the SARS-CoV-2 S protein have been determined (<xref ref-type="bibr" rid="B10">Cai et al., 2020</xref>; <xref ref-type="bibr" rid="B91">Walls et al., 2020</xref>; <xref ref-type="bibr" rid="B97">Wrapp et al., 2020</xref>; <xref ref-type="bibr" rid="B94">Wang et al., 2021</xref>; <xref ref-type="bibr" rid="B12">Cerutti et al., 2022</xref>; <xref ref-type="bibr" rid="B55">Mannar et al., 2022</xref>; <xref ref-type="bibr" rid="B52">Makela et al., 2023</xref>), representing different regions and conformations, either in isolation or on the viral membrane surface as well in complex with its major receptor human ACE2 (<xref ref-type="bibr" rid="B102">Yan et al., 2020</xref>; <xref ref-type="bibr" rid="B99">Xu et al., 2021</xref>), providing valuable insights into the molecular function of the S protein.</p>
<p>While the S proteins of SARS-CoV-2 and SARS-CoV are highly conserved and share similar structures, there are some minor differences in the S protein of SARS-CoV and SARS-CoV-2, such as the presence of a unique furin cleavage site (<sup>681</sup>PRRAR<sup>685</sup>) on the S protein of SARS-CoV-2, which contributes to its increased pathogenicity or infectivity (<xref ref-type="bibr" rid="B17">Coutard et al., 2020</xref>). SARS-CoV-2 lacking the furin cleavage site was shown to have reduced replication or complete abrogation in mouse models of SARS-CoV-2 pathogenesis, highlighting the importance of furin site (<xref ref-type="bibr" rid="B36">Johnson et al., 2021</xref>).</p>
<p>The S1 subunit is responsible for recognizing host cell receptors, primarily ACE2 (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;C</xref>), while the S2 subunit facilitates the subsequent invasion by inducing conformational changes in the S protein structure (<xref ref-type="fig" rid="F3">Figures 3D, E</xref>) (<xref ref-type="bibr" rid="B115">Zhu et al., 2021</xref>). The binding affinity of RBD and ACE2 was shown to be critical in determining the infectivity of SARS-CoV-2 (<xref ref-type="bibr" rid="B92">Wan et al., 2020</xref>). To promote efficient host cell entry, the S1 and S2 subunits are cleaved by the human transmembrane serine protease 2 (TMPRSS2), which cleaves the furin cleavage motif located between S1 and S2 (<xref ref-type="bibr" rid="B33">Hoffmann et al., 2020</xref>). Cryo-ET studies have provided valuable insights into the dynamic motion of the SARS-CoV-2 S protein on the viral surface. They have demonstrated that the S protein exhibits flexible movements facilitated by three hinges referred to as hip, knee, and ankle (<xref ref-type="bibr" rid="B38">Ke et al., 2020</xref>; <xref ref-type="bibr" rid="B89">Turonova et al., 2020</xref>; <xref ref-type="bibr" rid="B104">Yao et al., 2020</xref>). These hinges allow for a wide range of pivoting motions, enabling the RBD to adjust and interact efficiently with cellular receptors on the host cell surface. Notably, the S protein also displays flexibility in its attachments to host receptors (<xref ref-type="bibr" rid="B42">Kuhn et al., 2023</xref>). By adjusting the orientation of the RBD, the S protein can effectively engage with cellular receptors, thereby facilitating the attachment and subsequent fusion of the viral and host cell membranes. A comprehensive understanding of the dynamic behavior of the S protein is important for the development of vaccines and therapeutics targeting SARS-CoV-2. By targeting specific conformations or stabilizing the S protein in certain states, it may be possible to interfere with the virus-host interaction and prevent viral entry into host cells. Such knowledge derived from cryo-electron tomography studies can serve as a foundation for the design and implementation of strategies aimed at inhibiting viral infection and controlling the spread of COVID-19.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>SARS-Cov-2 S protein recognizing ACE2 receptors and conformational change after fusion. <bold>(A&#x2013;C)</bold> SARS-Cov-2 S protein trimer ectodomains bound to one, two or three ACE2 receptor ectodomains. Individual spike monomers are colored in cyan, magenta and orange, respectively. The positions of the transmembrane (TM) helices are indicated as triangles. The ACE2 ectodomain is shown in gold. <bold>(D,E)</bold> Postfusion state of the S2 domain of SARS-CoV and SARS-CoV-2, respectively. After a &#x201c;jackknife&#x201d;-motion, the TM helices and the fusion peptides (FP) are transposed to the same topological side (indicated as triangles and rings, respectively). The HR1 and HR2 domains form a characteristic six-helix-bundle. The coloring is the same as in <bold>(A&#x2013;C)</bold>.</p>
</caption>
<graphic xlink:href="fmolb-10-1252529-g003.tif"/>
</fig>
</sec>
<sec id="s6">
<title>SARS-CoV-2 S1 subunit&#x2014;the viral grappling hook</title>
<p>The S1-NTD (N-terminal domain) of the S protein plays a crucial role in the initial attachment to host cells by recognizing glycans on the cellular surface (<xref ref-type="bibr" rid="B25">Fantini et al., 2021</xref>). However, the receptor binding motif (RBM; residues 438&#x2013;506) within the RBD, which directly interacts with the ACE2 receptor, shows a lower level of conservation of approximately 50% (<xref ref-type="bibr" rid="B92">Wan et al., 2020</xref>). Biophysical studies showed that the RBD-hACE2 binding in SARS-CoV-2 is ten-fold higher than that of SARS-CoV (<xref ref-type="bibr" rid="B44">Lan et al., 2020</xref>; <xref ref-type="bibr" rid="B97">Wrapp et al., 2020</xref>). Structural studies have shed light on a possible mechanism how RBD-SARS-CoV-2 binding affinity is higher. The RBD domain in SARS-CoV-2 attains a more compact conformation than that of SARS-CoV, which in turn allows higher propensity for interactions with hACE2 (<xref ref-type="bibr" rid="B77">Shang et al., 2020</xref>). Further, specific mutations in the binding region for ACE2 evolved in SARS-CoV-2 compared to the SARS-Cov spike. E484 and F486 enable an ionic interaction with K31, and a &#x3c0;-&#x3c0;-interaction with Y83 in ACE2, respectively (<xref ref-type="bibr" rid="B44">Lan et al., 2020</xref>; <xref ref-type="bibr" rid="B91">Walls et al., 2020</xref>; <xref ref-type="bibr" rid="B97">Wrapp et al., 2020</xref>; <xref ref-type="bibr" rid="B35">Jangra et al., 2021</xref>). Consequently, these mutations result in a higher affinity of the SARS-CoV-2 RBD for the ACE2 receptor.</p>
<p>It is interesting to note that pseudovirus entry assays have demonstrated a lower binding affinity of the full-length SARS-CoV-2 S protein compared to the SARS-CoV S protein (<xref ref-type="bibr" rid="B77">Shang et al., 2020</xref>). This disparity can be explained by early cryo-EM studies, which provided insights into the conformational states of the S protein trimer. Cryo-EM maps revealed two distinct states: an open state and a closed state (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;C</xref>). In the closed conformation, all receptor-binding domains (RBDs) are buried and inaccessible to potential binding partners. Conversely, in the open state, the RBDs face upward, exposing the receptor-binding motif (RBM) and facilitating the interaction with ACE2 on the cellular surface (<xref ref-type="bibr" rid="B91">Walls et al., 2020</xref>; <xref ref-type="bibr" rid="B97">Wrapp et al., 2020</xref>). SARS-CoV S protein predominantly exposes its RBDs in the open conformation (<xref ref-type="bibr" rid="B30">Gui et al., 2017</xref>), whereas the SARS-CoV-2 S protein primarily adopts the closed conformation. The reduced exposure of the RBM in the SARS-CoV-2 S protein may account for the lower binding affinity observed in the viral entry assays (<xref ref-type="bibr" rid="B77">Shang et al., 2020</xref>).</p>
</sec>
<sec id="s7">
<title>SARS-CoV-2 S2 subunit&#x2014;the fusion machinery</title>
<p>The fusion of SARS-CoV-2 virions with the host cell membrane is facilitated by the S2 subunit of the S protein. Following receptor attachment, the fusion peptide (FP) domain initiates the conformational rearrangement of the S protein, transitioning from a pre-fusion to a post-fusion state (<xref ref-type="bibr" rid="B85">Tang et al., 2020</xref>). The mechanism is similar for SARS-CoV and SARS-CoV-2. The postfusion arrangement of both proteins shows an rmsd of 1.234&#xa0;&#xc5; for 991 residues (secondary-structure matching, trimer) and a sequence identity of 87.9% (<xref ref-type="fig" rid="F3">Figures 3D, E</xref>). The fusion peptide is located within the FP domain and plays a crucial role in membrane fusion with its mainly hydrophobic amino acids. Cleavage of the S protein in SARS-CoV-2 exposes the FP domain, which contains abundant hydrophobic residues as well as potential lipid binding residues that contribute to the membrane-piercing activity of the fusion peptide, facilitating its insertion into the host cell membrane (<xref ref-type="bibr" rid="B59">Millet and Whittaker, 2018</xref>). The evolution of the S protein to consist of an additional furin cleavage site which are targeted by tissue wide expressed furin-like proteases allowed SARS-CoV-2 to infect organs beyond respiratory system (<xref ref-type="bibr" rid="B33">Hoffmann et al., 2020</xref>).</p>
<p>The engagement of the FP domain is aided by two heptapeptide repeat (HR) domains, HR1 and HR2, also known as the &#x201c;fusion core regions&#x201d; (<xref ref-type="fig" rid="F3">Figures 3D, E</xref>). Both HR domains contain heptapeptide repeats (HPPHCPC) with a specific sequence motif, where &#x201c;H&#x201d; denotes a hydrophobic residue, &#x201c;P&#x201d; denotes a polar residue, and &#x201c;C&#x201d; denotes a charged residue (<xref ref-type="bibr" rid="B13">Chambers et al., 1990</xref>). These HR domains play a role in the fusion process by promoting interactions between adjacent S protein trimers. During membrane fusion, the interactions between the HR1 and HR2 domains within the S protein trimer result in the formation of a six-helix bundle structure. This structural module brings the viral and host cell membranes into close proximity, facilitating membrane fusion and the subsequent injection of the viral genome into the host cell (<xref ref-type="bibr" rid="B23">Du et al., 2009</xref>; <xref ref-type="bibr" rid="B98">Xia et al., 2020</xref>). A synthetic HR2 derived peptide can interact with the HR1 to form a stable six-helix bundle (<xref ref-type="bibr" rid="B47">Liu et al., 2004</xref>) and inhibit SARS-CoV and SARS-CV-2 infection. This highlights an attractive target for therapeutics and vaccines. Finally, the transmembrane domain of the S protein anchors the protein into the membrane of the virus and has been shown to be important for spike trimerization and membrane fusion (<xref ref-type="bibr" rid="B115">Zhu et al., 2021</xref>).</p>
</sec>
<sec id="s8">
<title>Binding of alternative cellular receptors</title>
<p>The SARS-CoV-2 S protein primarily interacts with ACE2 on human cells for viral entry (<xref ref-type="bibr" rid="B102">Yan et al., 2020</xref>; <xref ref-type="bibr" rid="B109">Zhang et al., 2020</xref>). However, additional host receptors have been identified to interact with the S protein potentially enabling alternative cell entry routes, which offers an explanation as to why SARS-CoV-2 can infect different cell types ranging from lung epithelial cells, platelets, and brain glial cells.</p>
<sec id="s8-1">
<title>The S-protein and NRP-1</title>
<p>Following processing of the furin cleavage site, the S1 subunit of the S protein exposes a C-terminal amino acid sequence (<sup>682</sup>RRAR<sup>685</sup>), known as the &#x201c;C-end rule&#x201d; (CendR) motif, which plays a role in virus-host interactions (<xref ref-type="bibr" rid="B86">Teesalu et al., 2009</xref>). Neuropilin-1 (NRP-1), a transmembrane receptor expressed on various cell types, including epithelial cells in blood vessels, has been shown to bind the CendR motif (<xref ref-type="bibr" rid="B65">Plein et al., 2014</xref>). Cells expressing NRP-1 have been found to exhibit increased levels of SARS-CoV-2, despite the low expression of ACE2 (<xref ref-type="bibr" rid="B11">Cantuti-Castelvetri et al., 2020</xref>). The interaction between NRP-1 and the S1 CendR motif has been observed by X-ray crystallography and supported by biochemical studies (<xref ref-type="bibr" rid="B18">Daly et al., 2020</xref>). Mutations in the furin cleavage site of the S1 subunit or depletion of NRP-1 expression in host cells significantly reduce viral entry (<xref ref-type="bibr" rid="B11">Cantuti-Castelvetri et al., 2020</xref>; <xref ref-type="bibr" rid="B18">Daly et al., 2020</xref>). NRP1 was further shown to increase TMPRSS2-mediated entry of SARS-CoV2 (<xref ref-type="bibr" rid="B11">Cantuti-Castelvetri et al., 2020</xref>). In the Omicron variant, which has mutations close the CendR motif in the S protein is predicted to have more enhanced binding to NRP1 (<xref ref-type="bibr" rid="B4">Baindara et al., 2022</xref>).</p>
</sec>
<sec id="s8-2">
<title>The S-protein and CD147</title>
<p>The transmembrane glycoprotein basigin (BSG) or cluster of differentiation 147 (CD147), known to mediate bacterial and viral infections, has been implicated in the viral entry of SARS-CoV. CD147 can interact with the RBD of the S protein, suggesting also a potential involvement in SARS-CoV-2 infection (<xref ref-type="bibr" rid="B14">Chen et al., 2005</xref>). In cellular experiments, CD147 has been shown to facilitate SARS-CoV-2 cell invasion, and its interaction with the S protein has been observed in negative staining transmission electron microscopy (TEM) experiments (<xref ref-type="bibr" rid="B93">Wang et al., 2020</xref>). An antibody against CD147 suppressed the replication and further infection of SARS-CoV-2 in cell lines (<xref ref-type="bibr" rid="B28">Geng et al., 2021</xref>). However, the CD147 and SARS-CoV-2 S protein interaction was not detected in <italic>in vitro</italic> binding assays (<xref ref-type="bibr" rid="B67">Ragotte et al., 2021</xref>; <xref ref-type="bibr" rid="B78">Shilts et al., 2021</xref>). These results may point towards the involvement of additional proteins for the interactions of S protein and CD147 <italic>in vivo</italic>. Nevertheless, the precise interplay between SARS-CoV-2 S protein and CD147 is not fully understood, emphasizing the importance of studying alternative viral entry routes (<xref ref-type="bibr" rid="B8">Behl et al., 2022</xref>).</p>
</sec>
<sec id="s8-3">
<title>The S-protein and TLR4</title>
<p>Toll-like receptor 4 (TLR4), a pathogen-sensitive receptor of the innate immune system, has been associated with the recognition of the SARS-CoV-2 S protein (<xref ref-type="bibr" rid="B20">de Kleijn and Pasterkamp, 2003</xref>; <xref ref-type="bibr" rid="B1">Aboudounya and Heads, 2021</xref>). Binding of the S protein to TLR4 initiates an immune response similar to that induced by bacterial lipopolysaccharides (<xref ref-type="bibr" rid="B79">Shiratoand Kizaki, 2021</xref>; <xref ref-type="bibr" rid="B111">Zhao et al., 2021</xref>). However, further research is required to fully understand the immune cascade triggered by the interaction between TLR4 and the S protein and if it contributes to the observed cytokine storm occuring in some COVID-19 patients.</p>
</sec>
<sec id="s8-4">
<title>The S-protein and RGD-recognizing integrins</title>
<p>Interestingly, unlike other pathogenic betacoronaviruses, the SARS-CoV-2 S protein contains an Arginine-Glycine-Aspartic acid (RGD) motif in its RBD. This motif can be recognized by several members of the integrin family, raising questions about the potential involvement of integrins in SARS-CoV-2 infection (<xref ref-type="bibr" rid="B80">Sigrist et al., 2020</xref>). Initial studies have indicated the involvement of integrins in the recognition of the SARS-CoV-2 S protein (<xref ref-type="bibr" rid="B7">Beddingfield et al., 2021</xref>; <xref ref-type="bibr" rid="B64">Park et al., 2021</xref>). Biochemical analyses have shown &#x3b1;5&#x3b2;1 and &#x3b1;V&#x3b2;3 and &#x3b1;V&#x3b2;6 integrins as potential targets for SARS-CoV-2 binding (<xref ref-type="bibr" rid="B60">Nader et al., 2021</xref>; <xref ref-type="bibr" rid="B46">Liu et al., 2022</xref>; <xref ref-type="bibr" rid="B42">Kuhn et al., 2023</xref>; <xref ref-type="bibr" rid="B62">Norris et al., 2023</xref>). Furthermore, the addition of Mn<sup>2&#x2b;</sup>, which promotes the transition of integrins from a bent to an extended state, increases the binding of SARS-CoV-2 to cells, while RGD-mimicking inhibitors such as Cilengitide and ATN-161 reduce the interaction with cells (<xref ref-type="bibr" rid="B60">Nader et al., 2021</xref>; <xref ref-type="bibr" rid="B81">Simons et al., 2021</xref>). A recent cryo-ET study has provided the direct observation of platelet activation by the SARS-Cov2 spike, likely by the binding of the S protein to platelet integrins. The result sheds light on the underlying mechanism for rare coagulopathic events in COVID-19 (<xref ref-type="bibr" rid="B42">Kuhn et al., 2023</xref>).</p>
</sec>
</sec>
<sec id="s9">
<title>SARS-CoV-2 nonstructural protein (NSPs)</title>
<p>The SARS-CoV-2 genome encodes 16 nonstructural proteins, referred to as NSPs. These proteins play a critical role in the replication of the virus and translation of the virus proteins. Cryo-EM facilitated structural analyses of NSPs. Some notable examples include the structures of the actively replicating RNA-dependent RNA polymerase (RdRp), which consists of nsp7, nsp8, and nsp12 (<xref ref-type="bibr" rid="B32">Hillen et al., 2020</xref>), SARS-CoV-2 replication-transcription complex (RTC) with helicase (nsp7, nsp8, nsp12 and nsp13) (<xref ref-type="bibr" rid="B10">Cai et al., 2020</xref>), as well as SARS-CoV-2 RTC with an RNA binding protein nsp9 (<xref ref-type="bibr" rid="B101">Yan et al., 2021</xref>). These structural studies show the direct insights into the viral replication machineries, which is instrumental for drug development. These studies have advanced drug development efforts aimed at inhibiting viral replication, including those for Remdesivir (<xref ref-type="bibr" rid="B107">Yin et al., 2020</xref>), Suramin (<xref ref-type="bibr" rid="B106">Yin et al., 2021</xref>) and Molnupiravir (<xref ref-type="bibr" rid="B37">Kabinger et al., 2021</xref>).</p>
</sec>
<sec id="s10">
<title>Life cycle of SARS-CoV-2</title>
<p>SARS-CoV-2 is known to target various cell types, including those in the respiratory system, blood vessels, platelets, heart, and nervous system. Some of these cells can serve as sites for viral replication. The use of <italic>in situ</italic> cryo-electron tomography (cryo-ET) has been instrumental in studying the replication process of SARS-CoV-2 (<xref ref-type="bibr" rid="B40">Klein et al., 2020</xref>; <xref ref-type="bibr" rid="B58">Mendonca et al., 2021</xref>) (<xref ref-type="fig" rid="F4">Figure 4</xref>). Once the virus delivers its genome to the host cell, it hijacks cellular trafficking pathways to support its replication activity (<xref ref-type="fig" rid="F4">Figure 4A</xref>). Like its family members, SARS-CoV-2 uses host cell membranes to form double-membrane vesicles (DMVs) (<xref ref-type="fig" rid="F4">Figure 4A</xref>), in which the viral replication process, including RNA and protein synthesis, and virion assembly takes place. Previous electron microscopic studies on SARS-CoV and MERS-CoV suggested that DMVs were derived from the cisternae of the endoplasmic reticulum (<xref ref-type="bibr" rid="B63">Oudshoorn et al., 2017</xref>). It is believed that the DMVs protect the viral genome from degradation by cellular ribonucleases or by detection by host immune responses (<xref ref-type="bibr" rid="B40">Klein et al., 2020</xref>; <xref ref-type="bibr" rid="B83">Snijder et al., 2020</xref>; <xref ref-type="bibr" rid="B95">Wolff et al., 2020</xref>). A molecular complex was identified to connect the interior of the DMVs to the cytoplasm possibly for exporting and importing of the RNA molecules (<xref ref-type="bibr" rid="B95">Wolff et al., 2020</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Snapshots of cryo-EM reconstructions of SARS-CoV-2 virions inside VeroE6 cells. <bold>(A)</bold> Budding SARS-CoV-2 virions (EMD-11863). The location of a double-membrane vesicle (DMV) is indicated. Scale Bar: 300&#xa0;nm. <bold>(B)</bold> Release of SARS-CoV-2 virions (EMD-11867). Scale Bar: 200&#xa0;nm.</p>
</caption>
<graphic xlink:href="fmolb-10-1252529-g004.tif"/>
</fig>
<p>For the packaging of viral RNA, the nucleocapsid (N) proteins, located in proximity to DMVs, bind to RNAs exiting double-membrane-spanning pores and form ribonucleocapsid complexes. These complexes then oligomerize to form the viral core, encapsulating the genomic RNA (<xref ref-type="bibr" rid="B40">Klein et al., 2020</xref>; <xref ref-type="bibr" rid="B95">Wolff et al., 2020</xref>). The M proteins oligomerize on the membrane of the ER-Golgi intermediate compartment (ERGIC) and provide a scaffold for embedding the structural proteins E and S (<xref ref-type="bibr" rid="B56">Mariano et al., 2020</xref>; <xref ref-type="bibr" rid="B43">Kumar et al., 2021</xref>). Finally, the hydrophobic tail of the M protein recognizes the ribonucleic core complex, and with the support of the E proteins, completes the formation of SARS-CoV-2 particles (<xref ref-type="bibr" rid="B50">Luo et al., 2006</xref>; <xref ref-type="bibr" rid="B49">Lu et al., 2021</xref>). There are reports that the E protein directly interacts with the N protein (<xref ref-type="bibr" rid="B87">Tseng et al., 2014</xref>; <xref ref-type="bibr" rid="B74">Schoeman and Fielding, 2019</xref>), possibly also supporting the formation of virions. In support of this, expression of N protein was shown to increase the production of virus-like particles in some coronaviruses (<xref ref-type="bibr" rid="B71">Ruch and Machamer, 2012</xref>). However, the precise role of N and E protein interaction in viral assembly and release is yet to be determined.</p>
<p>Following assembly at the ERGIC, the beta coronaviruses can traffic to the Golgi apparatus, where they undergo posttranslational modifications (<xref ref-type="bibr" rid="B27">Fung and Liu, 2018</xref>). Similar to other enveloped viruses (<xref ref-type="bibr" rid="B68">Ravindran et al., 2016</xref>), it was believed that coronavirus family also uses biosynthetic secretory pathways to travel to the plasma membrane and egress by exocytosis (<xref ref-type="bibr" rid="B19">de Haan and Rottier, 2005</xref>; <xref ref-type="bibr" rid="B84">Stertz et al., 2007</xref>). However, it was recently discovered that betacoronaviruses can exploit lysosomal trafficking for their egression from host cells (<xref ref-type="bibr" rid="B29">Ghosh et al., 2020</xref>). This results in impaired lysosome acidification, inactivation of lysosomal degradative enzymes, and disruption of antigen presentation pathways (<xref ref-type="bibr" rid="B29">Ghosh et al., 2020</xref>). It is yet to be fully understood if the viruses reach lysosomes from Golgi network directly through the late endosomes (which mature into lysosomes) or through ER-phagy (lysosomes engulfing fragments of ER) or another unknown pathway. Once SARS-CoV-2 reaches the extracellular region (<xref ref-type="fig" rid="F4">Figure 4B</xref>), the virions are capable of infecting other individuals through airborne transmission or by binding to host cells using their crown of S proteins.</p>
</sec>
<sec sec-type="conclusion" id="s11">
<title>Conclusion</title>
<p>The research conducted on coronaviruses prior to the COVID-19 pandemic, along with the advances in cryo-EM technology, has played a crucial role in addressing the global public health crisis. Taking full advantage of that, the structural studies of SARS-CoV-2 using cryo-EM have provided invaluable insights and have had a significant impact on combatting the pandemic. The initial determination of the S-protein structure using cryo-EM paved the way for the development of next-generation vaccines, and subsequently, numerous other structures of different components of SARS-CoV-2 have been elucidated. The consistent performance of cryo-EM has enabled the rapid molecular characterization of the S protein, especially in response to emerging mutations. Along with the S-protein, several other important structures have inspired drug discovery attempts in both industry and academia. These structures are otherwise inaccessible by X-ray crystallography alone. Moreover, the application of cryo-ET has provided deeper insights into the mechanisms of virus-host cell interactions. These advancements in structural studies, facilitated by cryo-EM and cryo-ET, have armed the fight against the devastating COVID-19 pandemic. They have greatly contributed to our understanding of virus biology, its interactions with host cells, and the development of effective countermeasures. These scientific endeavors have had a significant impact on shortening the duration of the COVID-19 pandemic. Continuous research into fully understanding the mechanisms of proteins from viruses like SARS-CoV-2 is essential to prevent or mitigate pandemics in the future.</p>
</sec>
</body>
<back>
<sec id="s12">
<title>Author contributions</title>
<p>CK, SB, CB, and NM collected the relevant literature, wrote the review manuscript. SB prepared the figures. All the authors read and approved the submitted version. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s13">
<title>Funding</title>
<p>NM is supported by the Intramural Research Program of the National Heart Lung and Blood Institute 1ZIAHL006264 and 1ZIAHL006265, and the National Institute of Arthritis and Musculoskeletal and Skin Diseases of National Institutes of Health, United States.</p>
</sec>
<ack>
<p>We thank members of the Mizuno lab for helpful discussions.</p>
</ack>
<sec sec-type="COI-statement" id="s14">
<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="s15">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
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