<?xml version="1.0" ?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.3 20210610//EN"  "JATS-archivearticle1-mathml3.dtd"><article xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="1.3" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">elife</journal-id>
<journal-id journal-id-type="publisher-id">eLife</journal-id>
<journal-title-group>
<journal-title>eLife</journal-title>
</journal-title-group>
<issn publication-format="electronic" pub-type="epub">2050-084X</issn>
<publisher>
<publisher-name>eLife Sciences Publications, Ltd</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">94836</article-id>
<article-id pub-id-type="doi">10.7554/eLife.94836</article-id>
<article-id pub-id-type="doi" specific-use="version">10.7554/eLife.94836.1</article-id>
<article-version-alternatives>
<article-version article-version-type="publication-state">reviewed preprint</article-version>
<article-version article-version-type="preprint-version">1.1</article-version>
</article-version-alternatives>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Structural Biology and Molecular Biophysics</subject>
</subj-group>
<subj-group subj-group-type="heading">
<subject>Microbiology and Infectious Disease</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Modulation of Biophysical Properties of Nucleocapsid Protein in the Mutant Spectrum of SARS-CoV-2</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Nguyen</surname>
<given-names>Ai</given-names>
</name>
<xref ref-type="aff" rid="a1">1</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-8827-6639</contrib-id>
<name>
<surname>Zhao</surname>
<given-names>Huaying</given-names>
</name>
<xref ref-type="aff" rid="a1">1</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Myagmarsuren</surname>
<given-names>Dulguun</given-names>
</name>
<xref ref-type="aff" rid="a1">1</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Srinivasan</surname>
<given-names>Sanjana</given-names>
</name>
<xref ref-type="aff" rid="a1">1</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Di</given-names>
</name>
<xref ref-type="aff" rid="a2">2</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Jiji</given-names>
</name>
<xref ref-type="aff" rid="a3">3</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-5270-3678</contrib-id>
<name>
<surname>Piszczek</surname>
<given-names>Grzegorz</given-names>
</name>
<xref ref-type="aff" rid="a2">2</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-8859-6966</contrib-id>
<name>
<surname>Schuck</surname>
<given-names>Peter</given-names>
</name>
<xref ref-type="aff" rid="a1">1</xref>
<xref ref-type="corresp" rid="cor1">*</xref>
</contrib>
<aff id="a1"><label>1</label><institution>Laboratory of Dynamics of Macromolecular Assembly, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health</institution>, Bethesda, MD 20892, <country>USA</country></aff>
<aff id="a2"><label>2</label><institution>Biophysics Core Facility, National Heart, Lung, and Blood Institute, National Institutes of Health</institution>, Bethesda, MD 20892, <country>USA</country></aff>
<aff id="a3"><label>3</label><institution>Advanced Imaging and Microscopy Resource, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health</institution>, Bethesda, MD 20892, <country>USA</country></aff>
</contrib-group>
<contrib-group content-type="section">
<contrib contrib-type="editor">
<name>
<surname>Comas-Garcia</surname>
<given-names>Mauricio</given-names>
</name>
<role>Reviewing Editor</role>
<aff>
<institution-wrap>
<institution>Universidad Autónoma de San Luis Potosí</institution>
</institution-wrap>
<city>San Luis Potos</city>
<country>Mexico</country>
</aff>
</contrib>
<contrib contrib-type="senior_editor">
<name>
<surname>Cui</surname>
<given-names>Qiang</given-names>
</name>
<role>Senior Editor</role>
<aff>
<institution-wrap>
<institution>Boston University</institution>
</institution-wrap>
<city>Boston</city>
<country>United States of America</country>
</aff>
</contrib>
</contrib-group>
<author-notes>
<corresp id="cor1"><label>*</label>Correspondence to Peter Schuck: <email>schuckp@mail.nih.gov</email></corresp>
</author-notes>
<pub-date date-type="original-publication" iso-8601-date="2024-02-06">
<day>06</day>
<month>02</month>
<year>2024</year>
</pub-date>
<volume>13</volume>
<elocation-id>RP94836</elocation-id>
<history>
<date date-type="sent-for-review" iso-8601-date="2023-12-03">
<day>03</day>
<month>12</month>
<year>2023</year>
</date>
</history>
<pub-history>
<event>
<event-desc>Preprint posted</event-desc>
<date date-type="preprint" iso-8601-date="2023-11-22">
<day>22</day>
<month>11</month>
<year>2023</year>
</date>
<self-uri content-type="preprint" xlink:href="https://doi.org/10.1101/2023.11.21.568093"/>
</event>
</pub-history>
<permissions>
<ali:free_to_read/>
<license xlink:href="https://creativecommons.org/publicdomain/zero/1.0/">
<ali:license_ref>https://creativecommons.org/publicdomain/zero/1.0/</ali:license_ref>
<license-p>This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/publicdomain/zero/1.0/">Creative Commons CC0 public domain dedication</ext-link>.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="elife-preprint-94836-v1.pdf"/>
<abstract>
<title>Abstract</title>
<p>Genetic diversity is a hallmark of RNA viruses and the basis for their evolutionary success. Taking advantage of the uniquely large genomic database of SARS-CoV-2, we examine the impact of mutations across the spectrum of viable amino acid sequences on the biophysical phenotypes of the highly expressed and multifunctional nucleocapsid protein. We find variation in the physicochemical parameters of its extended intrinsically disordered regions (IDRs) sufficient to allow local plasticity, but also exhibiting functional constraints that similarly occur in related coronaviruses. In biophysical experiments with several N-protein species carrying mutations associated with major variants, we find that point mutations in the IDRs can have nonlocal impact and modulate thermodynamic stability, secondary structure, protein oligomeric state, particle formation, and liquid-liquid phase separation. In the Omicron variant, distant mutations in different IDRs have compensatory effects in shifting a delicate balance of interactions controlling protein assembly properties, and include the creation of a new protein-protein interaction interface in the N-terminal IDR through the defining P13L mutation. A picture emerges where genetic diversity is accompanied by significant variation in biophysical characteristics of functional N-protein species, in particular in the IDRs.</p>
</abstract>

</article-meta>
<notes>
<notes notes-type="competing-interest-statement">
<title>Competing Interest Statement</title><p>The authors have declared no competing interest.</p></notes>
</notes>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>A salient characteristic of RNA viruses is their high error rate in transcription and their resulting quasispecies nature (<xref ref-type="bibr" rid="c29">Eigen 1996</xref>; <xref ref-type="bibr" rid="c40">Holland and Domingo 1997</xref>). This diversity is also reflected in the ensemble of consensus sequences sampled across the infected host population, as is apparent in the GISAID (Global Initiative on Sharing All Influenza Data) repository of SARS-CoV-2 genomes (<xref ref-type="bibr" rid="c30">Elbe and Buckland-Merrett 2017</xref>). With currently ≈15 million entries, this unprecedented large database has provided the basis for phylogenetic analyses that have identified critical amino acid mutations associated with immune evasion, infectivity, and disease severity, and allowed the rapid identification of variants of concern (<xref ref-type="bibr" rid="c46">Kepler et al. 2021</xref>; <xref ref-type="bibr" rid="c75">Rochman et al. 2021</xref>; <xref ref-type="bibr" rid="c35">Greaney et al. 2022</xref>; <xref ref-type="bibr" rid="c64">Obermeyer et al. 2022</xref>; <xref ref-type="bibr" rid="c98">Viana et al. 2022</xref>). The vast majority of mutations, however, seem inconsequential in that they usually do not lead to any fixed substitutions. Nonetheless, the mutant spectrum exhaustively describes a landscape of amino acids that may occupy any position in the viral proteins, as in a natural deep mutational scan (<xref ref-type="bibr" rid="c109">Zhao et al. 2022</xref>; <xref ref-type="bibr" rid="c11">Bloom and Neher 2023</xref>; <xref ref-type="bibr" rid="c83">Schuck and Zhao 2023</xref>). Biophysical constraints implicit in the shape of such landscapes are key to understand the function and molecular evolution of viral proteins (<xref ref-type="bibr" rid="c89">Starr and Thornton 2016</xref>; <xref ref-type="bibr" rid="c100">Wang et al. 2021</xref>).</p>
<p>Unfortunately, the wealth of genomic information on SARS-CoV-2 stands in stark contrast with our knowledge of the phenotypic consequences of sequence mutations. In conjunction with biophysical and structural studies, inspections of local mutations have increased our understanding of mechanisms of SARS-CoV-2 entry, mechanisms of replication and assembly, and interaction with various host factors (<xref ref-type="bibr" rid="c93">Syed et al. 2021</xref>; <xref ref-type="bibr" rid="c97">Del Veliz et al. 2021</xref>; <xref ref-type="bibr" rid="c35">Greaney et al. 2022</xref>; <xref ref-type="bibr" rid="c41">Hu et al. 2022</xref>; <xref ref-type="bibr" rid="c90">Stevens et al. 2022</xref>; <xref ref-type="bibr" rid="c109">Zhao et al. 2022</xref>; <xref ref-type="bibr" rid="c22">Dadonaite et al. 2023</xref>; <xref ref-type="bibr" rid="c110">Zhao et al. 2023</xref>). Furthermore, the range of naturally occurring mutations at target sites is an important consideration for potential drugs, vaccines, and diagnostics (<xref ref-type="bibr" rid="c5">Artesi et al. 2020</xref>; <xref ref-type="bibr" rid="c79">Saldivar-Espinoza et al. 2022</xref>; <xref ref-type="bibr" rid="c94">Tian et al. 2022</xref>). Outside these focused studies of relatively well-understood hot spots, however, the mutational landscape has remained relatively unexplored.</p>
<p>Biophysical fitness landscapes have been studied with regard to observables such as thermal stability of globular proteins, solvent accessibility, catalytic activity, or binding affinity of protein-protein interfaces, which has led to significant advances in understanding relationship between molecular properties, population fitness, and evolutionary processes (<xref ref-type="bibr" rid="c10">Bloom et al. 2006</xref>; <xref ref-type="bibr" rid="c54">Liberles et al. 2012</xref>; <xref ref-type="bibr" rid="c85">Serohijos and Shakhnovich 2014</xref>; <xref ref-type="bibr" rid="c87">Sikosek and Chan 2014</xref>; <xref ref-type="bibr" rid="c99">Wang et al. 2015</xref>; <xref ref-type="bibr" rid="c6">Bershtein et al. 2017</xref>; <xref ref-type="bibr" rid="c27">Echave and Wilke 2017</xref>; <xref ref-type="bibr" rid="c51">Lässig et al. 2017</xref>). However, it was found that constraints for evolution of intrinsically disordered regions (IDRs) are much different from those of globular proteins (<xref ref-type="bibr" rid="c13">Brown et al. 2010</xref>; <xref ref-type="bibr" rid="c50">Lafforgue et al. 2022</xref>). Generally, intrinsic disorder and loose packing is a common characteristic of many RNA virus proteins (<xref ref-type="bibr" rid="c95">Tokuriki et al. 2009</xref>), which is thought to promote functional promiscuity, permit greater diversity, and enhance evolvability to adopt new functions with few mutations (<xref ref-type="bibr" rid="c96">Tokuriki and Tawfik 2009</xref>; <xref ref-type="bibr" rid="c33">Gitlin et al. 2014</xref>; <xref ref-type="bibr" rid="c18">Charon et al. 2018</xref>). One possible mechanism is viral mimicry of host-protein short linear motifs (SLiMs) that allow binding to host protein domains and cause subversion of host cellular pathways (<xref ref-type="bibr" rid="c24">Davey et al. 2011</xref>; <xref ref-type="bibr" rid="c38">Hagai et al. 2014</xref>; <xref ref-type="bibr" rid="c23">Davey et al. 2015</xref>; <xref ref-type="bibr" rid="c48">Kruse et al. 2021</xref>; <xref ref-type="bibr" rid="c86">Shuler and Hagai 2022</xref>; <xref ref-type="bibr" rid="c61">Mihalič et al. 2023</xref>; <xref ref-type="bibr" rid="c83">Schuck and Zhao 2023</xref>). It was also shown how nonlocal biophysical properties, such as the charge of intrinsically disordered regions (IDRs), can be relevant evolutionary traits (<xref ref-type="bibr" rid="c107">Zarin et al. 2017</xref>; <xref ref-type="bibr" rid="c106">Zarin et al. 2021</xref>). More recently, it was recognized that the formation of membrane-less cellular compartments driven by liquid-liquid phase separation (LLPS) is a key aspect of many intrinsically disordered proteins, including many viral proteins (<xref ref-type="bibr" rid="c17">Cascarina and Ross 2022</xref>; <xref ref-type="bibr" rid="c108">Zhang et al. 2023</xref>). What kind of sequence constraints may derive from the biophysical requirement to conserve LLPS properties is currently only emerging (<xref ref-type="bibr" rid="c14">Brown et al. 2011</xref>; <xref ref-type="bibr" rid="c55">Lin et al. 2017</xref>; <xref ref-type="bibr" rid="c74">Riback et al. 2017</xref>; <xref ref-type="bibr" rid="c20">Chin et al. 2022</xref>; <xref ref-type="bibr" rid="c39">Ho and Huang 2022</xref>).</p>
<p>The goal of the present work is to probe the phenotypic diversity with respect to several biophysical properties of SARS-CoV-2 nucleocapsid (N-)protein, taking advantage of the vast mutational landscape of SARS-CoV-2. N-protein is the most abundant viral protein in the infected cell (<xref ref-type="bibr" rid="c31">Finkel et al. 2021</xref>), and as we reported previously (<xref ref-type="bibr" rid="c109">Zhao et al. 2022</xref>), it is also the most diverse structural protein with approximately 86% of its 419 residues capable of assuming on average 4 to 5 different amino acids evidently without impairment of viability. The highest frequency of mutations occurs in the substantial IDRs which are the N-arm, linker, and C-arm that flank and connect the folded nucleic acid binding domain (NTD) and the dimerization domain (CTD) (<bold><xref rid="fig1" ref-type="fig">Figure 1</xref></bold>). The IDRs comprise approximately half of the molecule and allow large conformational fluctuations (<xref ref-type="bibr" rid="c21">Cubuk et al. 2021</xref>; <xref ref-type="bibr" rid="c73">Redzic et al. 2021</xref>). The eponymous structural function of N-protein is that of scaffolding genomic RNA for virion assembly. It proceeds <italic>via</italic> nucleic acid (NA)-binding induced conformational changes and oligomerization, leading to the formation of ribonucleoprotein (RNP) particles with as-of-yet unknown molecular architecture, ≈38 of which are arranged like beads-on-a-string in the viral particle protein (<xref ref-type="bibr" rid="c47">Klein et al. 2020</xref>; <xref ref-type="bibr" rid="c103">Yao et al. 2020</xref>; <xref ref-type="bibr" rid="c21">Cubuk et al. 2021</xref>; <xref ref-type="bibr" rid="c111">Zhao et al. 2021</xref>; <xref ref-type="bibr" rid="c15">Carlson et al. 2022</xref>; <xref ref-type="bibr" rid="c110">Zhao et al. 2023</xref>), and are anchored through binding of N-protein to viral M-protein (<xref ref-type="bibr" rid="c59">Masters 2019</xref>; <xref ref-type="bibr" rid="c57">Lu et al. 2021</xref>). Beyond this structural role, N-protein is highly multi-functional and binds to multiple host proteins to modulate or exploit different pathways, including stress granules (<xref ref-type="bibr" rid="c34">Gordon et al. 2020</xref>; <xref ref-type="bibr" rid="c80">Savastano et al. 2020</xref>; <xref ref-type="bibr" rid="c8">Biswal et al. 2022</xref>), the type 1 interferon signaling pathway (<xref ref-type="bibr" rid="c19">Chen et al. 2020</xref>; <xref ref-type="bibr" rid="c53">Li et al. 2020</xref>), the NLRP3 inflammasome (<xref ref-type="bibr" rid="c67">Pan et al. 2021</xref>), and others, as recently reviewed (<xref ref-type="bibr" rid="c102">Wu et al. 2023</xref>; <xref ref-type="bibr" rid="c105">Yu et al. 2023</xref>). N-protein can from macromolecular condensates through liquid-liquid phase separation (LLPS) that aid in assembly functions and interactions with host proteins (<xref ref-type="bibr" rid="c16">Carlson et al. 2020</xref>; <xref ref-type="bibr" rid="c42">Iserman et al. 2020</xref>; <xref ref-type="bibr" rid="c70">Perdikari et al. 2020</xref>; <xref ref-type="bibr" rid="c80">Savastano et al. 2020</xref>; <xref ref-type="bibr" rid="c21">Cubuk et al. 2021</xref>; <xref ref-type="bibr" rid="c43">Jack et al. 2021</xref>; <xref ref-type="bibr" rid="c57">Lu et al. 2021</xref>; <xref ref-type="bibr" rid="c17">Cascarina and Ross 2022</xref>). In addition, it is also localized at exterior cell surfaces, where it has found to bind many different chemokines, likely manipulating innate immunity through chemokine sequestration (<xref ref-type="bibr" rid="c56">López-Muñoz et al. 2022</xref>).</p>
<fig id="fig1" position="float" orientation="portrait" fig-type="figure">
<label>Figure 1.</label>
<caption><title>Structural organization and sequence plasticity of N-protein.</title>
<p>(A) Schematics of folded regions (NTD and CTD, rectangles) and disordered regions (N-arm, linker, and C-arm, straight line) along the N-protein sequence. Defining mutations from the Delta-variant are indicated in blue, those from Omicron-variants in magenta. Transient helices in the disordered regions are highlighted, as well as SR-rich and L-rich linker sequences and the C-terminal N3 region. (B) Histogram of the number of distinct amino acid mutations at each position. For clarity and reference to other figures, IDRs are shaded with N-arm highlighted in yellow, linker in magenta, and C-arm in cyan.</p></caption>
<graphic xlink:href="568093v1_fig1.tif" mimetype="image" mime-subtype="tiff"/>
</fig>
<p>The large number of structural and non-structural N-protein functions poses the question how they are conserved in light of the significant sequence diversity. In the present work we computationally evaluate the range of several biophysical traits resulting from diversity in the SARS-CoV-2 N-protein folded domains and IDRs across the observed mutant spectrum, as well as related coronaviruses. In complementary biophysical experiments with several representative N-protein mutants derived from SARS-CoV-2 variants of concern we characterize their variation in thermodynamic stability, secondary structure, oligomeric state, energetics of NA binding, assembly and LLPS propensity. We find that a large biophysical parameter space is available for viable N-protein, with the potential for mutations to exert nonlocal effects modulating overall protein biophysical properties.</p>
</sec>
<sec id="s2">
<title>Results</title>
<sec id="s2a">
<title>Distribution of physicochemical properties across the SARS-CoV-2 mutant spectrum</title>
<p>SARS-CoV-2 sequence data were downloaded from Nextstrain (<xref ref-type="bibr" rid="c37">Hadfield et al. 2018</xref>) in January 2023 and 5.06 million high quality sequences were selected for analysis. The N-protein amino acid sequences exhibit ≈43 million instances of mutations distributed across ≈92% of its residues. We have previously characterized this dataset with regard to the amino acid mutational landscape of N-protein, and found mutation frequencies that are strongly dependent on position and largely time-invariant, except for the defining mutations arising in variants of concern, the latter comprising ≈36% Delta-variant and ≈49% Omicron-variant sequences (<xref ref-type="bibr" rid="c83">Schuck and Zhao 2023</xref>). A histogram of the number of different amino acids mutations that are found at each residue is shown in <bold><xref rid="fig1" ref-type="fig">Figure 1B</xref></bold>. It may be discerned that sequence plasticity is highest in the IDRs, with an average of 5.2 different amino acid mutations compared to 2.9 different mutations on average in the folded domains.</p>
<p>Exploiting the N-protein mutational landscape and sequence data, previous work in our laboratory has focused on local amino acid sequence properties such as mutation effects on transient structural features in the linker IDR (<xref ref-type="bibr" rid="c110">Zhao et al. 2023</xref>) and the creation of short linear motifs (<xref ref-type="bibr" rid="c83">Schuck and Zhao 2023</xref>). However, nonlocal biophysical properties may also be functionally critical and evolutionarily conserved despite amino acid sequence heterogeneity in IDRs (<xref ref-type="bibr" rid="c107">Zarin et al. 2017</xref>; <xref ref-type="bibr" rid="c106">Zarin et al. 2021</xref>). The sequence ensembles extracted from the genomic database allow us to ask whether physicochemical properties are constrained or can vary across viable sequences of the mutation spectrum.</p>
<p>To this end, genome data were sorted into unique groups with distinct N-protein amino acid sequences, each sequence carrying a set of distinct mutations that represent a viable N-protein species. For a robust analysis, each mutated sequence was required to be represented in at least 10 different genomes in the database. This led to 6,300 distinct full-length N-protein sequences (N-FL; 1-419). We similarly subdivided the N-protein in different regions (<bold><xref rid="fig1" ref-type="fig">Figure 1A</xref></bold>) and grouped unique sets of mutations in each region: For the folded domains we found 720 distinct NTD (N:45-179) and 399 distinct CTD (N:248-363) sequences, while for the IDRs there are 512 N-arm (N:1-44), 1039 linker (N:175-247), and 556 C-arm (N:364-419) sequences. Further subdividing the linker there are 349 distinct sequences for the SR-rich region (N:175-205) and 442 for the L-rich region (N:206-247), respectively. Finally, similarly subdividing the C-arm we obtained the 176 sequences for the N3 region (N:390-419) and 242 for the remainder of the C-arm (N:364-389).</p>
<p>We first examine polarity and hydrophobicity of N-protein and different regions based on their amino acid compositions. As shown in beehive plots of <bold><xref rid="fig2" ref-type="fig">Figure 2</xref></bold>, where each of the partially overlapping black dots represents one species from the cloud of mutant sequences, the index values of all N-FL sequences fall within a very narrow range (left column). Properties of the full-length protein may obscure significant differences on a smaller scale, in particular since the polarity and hydrophobicity indices are weighted-average properties. Focusing on folded N-protein modules, we find that hydrophobicity is uniformly high and polarity correspondingly low in the folded NTD and CTD domains, which is consistent with anticipated physicochemical requirements of burying residues in folded structures. By contrast, IDRs exhibit significantly higher polarity and lower hydrophobicity. In particular, the N-arm and C-arm are most polar: despite a very large dispersion across the mutant spectrum, their values do not overlap with those of the folded domains.</p>
<fig id="fig2" position="float" orientation="portrait" fig-type="figure">
<label>Figure 2.</label>
<caption><title>Beehive plots showing the distributions of polarity and hydrophobicity of viable N-protein species across the mutant spectrum.</title>
<p>The polarity index (A) and hydrophobicity index (B) was calculated based on amino acid composition for all distinct sequences of N-FL, the folded domains (NTD and CTD), and the IDRs (N-arm, linker, and C-arm). Further subdivisions of the linker into the SR-rich and L-rich regions, and subdivisions of the C-arm into the N3 region and the C-terminal remainder of the C-arm (C- arm1) are indicated in the arrows. Highlighted by horizontal lines are the values for the corresponding peptides from the ancestral sequence Wuhan-Hu-1 (blue), and including the defining mutations of the Delta variant (dotted cyan) and the Omicron variant (dashed magenta), respectively. Symbols indicate values for SARS-CoV-2 (ancestral reference, light blue circles), and corresponding peptides from SARS- CoV-1 (red up triangles), MERS (red down triangles), MHV (red squares), human coronavirus NL63 (grey pentagrams), and the bat coronavirus APD51511.1 (grey diamonds).</p></caption>
<graphic xlink:href="568093v1_fig2.tif" mimetype="image" mime-subtype="tiff"/>
</fig>
<p>It is useful to subdivide the linker IDR further to distinguish the SR-rich region (N:175-205), which exhibits high polarity and low hydrophobicity, from the L-rich region (N:206-247), which exhibits opposite behavior and is among the sequence stretches with lowest polarity values and very high hydrophobicity (<bold><xref rid="fig2" ref-type="fig">Figure 2</xref></bold>, red arrows in magenta shaded columns). Despite significant spread across the mutant spectrum, there is no overlap in these properties, which suggests biophysical constraints require the distinct polar and non-polar properties of the SR-rich region and the L-rich region, respectively. Indeed, these regions in the linker IDR have been recognized to play distinct functional roles: The SR-region provides a major hub for phosphorylation, aids in NA-binding, and mediates NA-binding induced allosteric interactions between NTD and the L-rich region (<xref ref-type="bibr" rid="c72">Pontoriero et al. 2022</xref>; <xref ref-type="bibr" rid="c104">Yaron et al. 2022</xref>; <xref ref-type="bibr" rid="c110">Zhao et al. 2023</xref>). This is distinct from the L-rich region, which has a propensity for the formation of transient helices that interact with NSP3 (<xref ref-type="bibr" rid="c7">Bessa et al. 2022</xref>), and can assemble <italic>via</italic> hydrophobic interactions to from coiled-coiled oligomers that contribute to the architecture of RNPs in viral assembly (<xref ref-type="bibr" rid="c2">Adly et al. 2023</xref>; <xref ref-type="bibr" rid="c110">Zhao et al. 2023</xref>).</p>
<p>Similarly, the C-arm IDR can be subdivided in the N3 region (N:390-419) and the remainder (‘C-arm1’, N:364-389), which also have strikingly different properties (<bold><xref rid="fig2" ref-type="fig">Figure 2</xref></bold>, blue arrows in cyan shaded columns): Whereas the connecting C-arm portion is by far the most polar, the N-terminal N3-region is among the most hydrophobic regions of the entire protein. Interestingly, the N3 region contains a transient helix (<xref ref-type="bibr" rid="c21">Cubuk et al. 2021</xref>; <xref ref-type="bibr" rid="c109">Zhao et al. 2022</xref>; <xref ref-type="bibr" rid="c110">Zhao et al. 2023</xref>), which may be involved in recognition of the packaging signal and M-protein interactions localized here (<xref ref-type="bibr" rid="c49">Kuo et al. 2016</xref>; <xref ref-type="bibr" rid="c59">Masters 2019</xref>). Again, the difference in the physicochemical properties of these regions persists throughout the entire ensemble of sequences despite their significant spread and high mutation frequencies (<bold><xref rid="fig1" ref-type="fig">Figure 1B</xref></bold>).</p>
<p>The net charges of the different N-protein regions are displayed in <bold><xref rid="fig3" ref-type="fig">Figure 3A</xref></bold>. Similar to polarity and hydrophobicity, viable sequences can have significant spread of net charges among all the mutants, amounting to departures by ±(1-2) from the ancestral sequence. This is expected considering the replacement and introduction of charged residues in the mutational landscape, for example, including those from the defining substitutions of variants. The positive charge of the overall basic protein is shared similarly among all folded domains and IDRs. However, noteworthy is again the contrast arising from subdivision of the linker and C-arm, which displays uneven and non-overlapping distributions: despite the strongly basic character of the linker, its L-rich sequence is nearly neutral; similarly, the basic C-arm splits into an even more basic C-arm1 and an acidic N3 tail region. These differences are highly significant and persist throughout the mutant spectrum.</p>
<fig id="fig3" position="float" orientation="portrait" fig-type="figure">
<label>Figure 3.</label>
<caption><title>Beehive plots showing the distributions of charges of viable N-protein species.</title>
<p>(A) Charges were calculated based on the amino acid composition of different N-protein regions as in <xref rid="fig2" ref-type="fig">Figure 2</xref>. Highlighted by horizontal lines are the values for the corresponding peptides from the ancestral sequence Wuhan-Hu-1 (blue), and including the defining mutations of the Delta variant (cyan) and the Omicron variant (magenta), respectively. Symbols indicate values for SARS-CoV-2 (ancestral sequence, blue circles), SARS-CoV-1 (red up triangles), MERS (red down triangles), MHV (red squares), NL63 (grey pentagrams), and bat coronavirus APD51511.1 (grey diamonds). (B) Same as in (A), with added charges from maximally phosphorylated serine, threonine, and tyrosine residues in the IDRs.</p></caption>
<graphic xlink:href="568093v1_fig3.tif" mimetype="image" mime-subtype="tiff"/>
</fig>
<p>It is well-established that intracellular N-protein can be heavily phosphorylated (in contrast to N-protein in the virion) (<xref ref-type="bibr" rid="c32">Fung and Liu 2018</xref>; <xref ref-type="bibr" rid="c16">Carlson et al. 2020</xref>; <xref ref-type="bibr" rid="c44">Johnson et al. 2022</xref>; <xref ref-type="bibr" rid="c104">Yaron et al. 2022</xref>). As reviewed in (<xref ref-type="bibr" rid="c104">Yaron et al. 2022</xref>), most serine, threonine and tyrosine residues in the disordered regions (30 of 37) have been found phosphorylated in different proteomic analyses. Accordingly, we estimated the maximum charge when all of these residues in the IDRs are phosphorylated (<bold><xref rid="fig3" ref-type="fig">Figure 3B</xref></bold>). This leads to a negative charge for all IDRs. As might be expected, the largest impact was found in the SR-rich region of the linker, which carries the highest density of phosphorylation sites. Interestingly, despite the considerable spread of net charges within families of mutant sequences, the differences between the regions remain highly significant.</p>
<p>It is noteworthy that the defining mutations of the Delta- and Omicron-variant (denoted by cyan and magenta horizontal lines, respectively) do impact the hydrophobicity, polarity, and charges in all of the N-protein regions. However, their values do not stand out from the clouds of values across the mutant spectrum, which include more extreme values throughout.</p>
</sec>
<sec id="s2b">
<title>Physicochemical properties of related coronaviruses</title>
<p>The distinct physicochemical properties of the linker and C-arm sub-segments persist throughout the mutant spectrum, which suggests these constitute biophysical constraints for functional SARS-CoV-2 N-protein. Therefore, we asked whether this holds true for N-protein from related coronaviruses such as SARS-CoV-1 (P59595.1), Middle East respiratory syndrome coronavirus (MERS, YP_009047211.1), murine hepatitis virus (MHV, NP_045302.1), human coronavirus NL63 (Q6Q1R8.1), and the 229E-related bat coronavirus APD51511.1. To this end, we used their sequence alignment to SARS-CoV-2 N-protein (shown previously (<xref ref-type="bibr" rid="c109">Zhao et al. 2022</xref>)) to subdivide all N-proteins into equivalent regions (<bold>Supplemental File S1</bold>). As shown in <bold><xref rid="tbl1" ref-type="table">Table 1</xref></bold>, the resulting peptides present high sequence identity scores for the FL protein and the folded domains, but, with exception of SARS-CoV-1, have little to no sequence identity in the IDRs. This observation is consistent with the high mutation frequency of the IDRs.</p>
<table-wrap id="tbl1" orientation="portrait" position="float">
<label>Table 1.</label>
<caption><title>Sequence alignment score of segments from related coronaviruses</title></caption>
<graphic xlink:href="568093v1_tbl1.tif" mimetype="image" mime-subtype="tiff"/>
</table-wrap>
<p>The resulting peptides were subjected to the same analyses of physicochemical properties described above for SARS-CoV-2 N-protein. The results are displayed in <bold><xref rid="fig2" ref-type="fig">Figures 2</xref> and <xref rid="fig3" ref-type="fig">3</xref></bold> as symbols. With regard to hydrophobicity (<bold><xref rid="fig2" ref-type="fig">Figure 2B</xref></bold>), the FL proteins and folded domains show values within the range of the SARS-CoV-2 mutant spectrum. By contrast, more significant spread is observed in most IDR peptides. Nonetheless, the pattern observed for SARS-CoV-2 of hydrophobicity and polarity values of IDRs relative to those of the folded domains, and the pattern comparing subdivisions of the IDRs is closely mirrored for SARS-CoV-1, MERS, and MHV (red symbols). Similar patterns, although with some divergence, are observed for the NL63 and APD51511.1 IDRs (grey pentagrams and diamonds, respectively) which have the least sequence identity to SARS-CoV-2.</p>
<p>Polarity values (<bold><xref rid="fig2" ref-type="fig">Figure 2A</xref></bold>) of all coronavirus linker peptides are higher than either FL, NTD, or CTD, and the subdivision of the linker in the peptides corresponding to SR-rich and L-rich regions of SARS-CoV-2 follow the same qualitative trend, with higher polarity in the equivalent SR-rich and lower polarity in the equivalent L-rich peptides for all coronaviruses studied. Similarly, the properties of the equivalent C-arm and subdivision of C-arm1 and N3 peptides for SARS-CoV-1, MERS, and MHV (red symbols) closely track the values from the mutant spectrum of SARS-CoV-2, although this is not the case for the more distant NL63 and APD51511.1 (grey symbols).</p>
<p>Charge properties of related coronaviruses follow a similar pattern of SARS-CoV-2 (<bold><xref rid="fig3" ref-type="fig">Figure 3A</xref></bold>), although with somewhat greater differences, particularly again for NL63 and APD51511.1. Peptides corresponding to L-rich regions exhibit low charge, distinctly below those of the SR-rich regions, and similarly, N3 peptides have lower charges than C-arm-1 peptides of the corresponding viral species, and are nearly all acidic. Even though it is unclear to what extent IDRs of other coronaviruses can be phosphorylated, their amino acid composition would provide similar potential as SARS-CoV-2, as the completely phosphorylated charges of all peptides follow closely those of SARS-CoV-2 (<bold><xref rid="fig3" ref-type="fig">Figure 3B</xref></bold>).</p>
<p>This suggests that the charge properties and phosphorylation, like polarity and hydrophobicity, of the equivalent IDR sub-regions are functional biophysical constraints maintained across related coronaviruses despite little sequence conservation.</p>
</sec>
<sec id="s2c">
<title>Biophysical properties of select mutants</title>
<p>Unfortunately, it is impossible to express and experimentally characterize biophysical properties of all mutant species. Therefore, to assess the range of phenotype variation we examine only six exemplary protein constructs related to variants of concern in comparison with the Wuhan-Hu-1 reference molecule, N<sub>ref</sub> (<bold><xref rid="tbl2" ref-type="table">Table 2</xref></bold>): 1) N:R203K/G204R with a double mutation in the disordered linker that arose early in the Alpha-variant (B.1.1.7), but occurs also in the Gamma-variant (P.1), and all Omicron-variants (BA.1 through BA.5). It was found to modulate phosphorylation of cytosolic N-protein, enhance assembly in a VLP assay, and increase viral fitness (<xref ref-type="bibr" rid="c44">Johnson et al. 2022</xref>; <xref ref-type="bibr" rid="c92">Syed et al. 2022</xref>; <xref ref-type="bibr" rid="c91">Syed et al. 2023</xref>); 2) N:P13L/Δ31-33 carrying the mutation P13L and the deletion Δ31-33 that are part of the defining mutations of all Omicron variants, with P13L epidemiologically ranked as the most statistically significant N-protein mutation linked to increased fitness (<xref ref-type="bibr" rid="c66">Oulas et al. 2021</xref>; <xref ref-type="bibr" rid="c64">Obermeyer et al. 2022</xref>); 3) N<italic><sub>o</sub></italic> is a combination of N:R203K/G204R and N:P13L/Δ31-33, carrying thereby the complete set of defining mutations of the BA.1 Omicron-variant; 4) N:G215C with a key mutation in the disordered linker that was associated with the rise of the 21J clade of the Delta-variant, and found to modulate a transient helix in the L-rich linker region (<xref ref-type="bibr" rid="c109">Zhao et al. 2022</xref>); 5) N:D63G containing another defining mutation of the Delta-variant, located in the NTD and epidemiologically ranked above G215C in increasing SARS-CoV-2 fitness (<xref ref-type="bibr" rid="c64">Obermeyer et al. 2022</xref>); and 6) N<sub>δ</sub> carrying all four defining mutations D63G, R203M, G215C, D377Y of the Delta-variant. As detailed in <bold><xref rid="tbl2" ref-type="table">Table 2</xref></bold>, all of these species are found in the genomic database, and in combination with additional mutations occur in a high fraction of all genomes (exceeding the frequency of the ancestral Wuhan-Hu-1 N-protein by an order of magnitude). However, with the exception of N:G215C, none of the mutants has been studied in detail with regard to their macromolecular biophysical properties.</p>
<table-wrap id="tbl2" orientation="portrait" position="float">
<label>Table 2.</label>
<caption><title>Overview of N-protein species compared in biophysical experiments</title></caption>
<graphic xlink:href="568093v1_tbl2.tif" mimetype="image" mime-subtype="tiff"/>
</table-wrap>
<p>All mutations considered here are within the IDRs, except for N:D63G, a mutation characteristic of the Delta variant. The effect of the N:D63G mutation in the NTD is highlighted in the shift of the intrinsic fluorescence quantum yield of this mutant in comparison to N<sub>ref</sub> (<bold><xref rid="fig4" ref-type="fig">Figure 4A</xref></bold>). This may be attributed to changes in the local environment of tryptophan W108, which is partially surface exposed and structurally near the aspartic acid D63, as indicated by AlphaFold structural predictions (<bold>Supplementary Figure S1</bold>). D63G ablates a negative surface charge near the nucleic acid (NA) binding site of the NTD, which poses the question whether this mutation alters NA binding affinity. We assessed this using sedimentation velocity analytical ultracentrifugation (SV-AUC) with the oligonucleotide T<sub>10</sub> as a NA probe. T<sub>10</sub> is comparable in length to the NTD binding canyon for NA but does not permit multi-valent binding (<xref ref-type="bibr" rid="c25">Dinesh et al. 2020</xref>; <xref ref-type="bibr" rid="c111">Zhao et al. 2021</xref>). No significant differences in the intrinsic binding affinity to T<sub>10</sub> was detected between N:D63G, other mutants, and the ancestral species (<bold>Supplementary Figure S2</bold>).</p>
<fig id="fig4" position="float" orientation="portrait" fig-type="figure">
<label>Figure 4.</label>
<caption><title>Thermodynamic stability and structural differences of N-protein reference and mutant species.</title>
<p>(<italic>A</italic>) Intrinsic fluorescence spectrum of N:D63G in comparison with N<sub>ref</sub>. (<italic>B</italic>) Differential scanning fluorometry, and (<italic>C</italic>) circular dichroism spectra of all N-protein species.</p></caption>
<graphic xlink:href="568093v1_fig4.tif" mimetype="image" mime-subtype="tiff"/>
</fig>
<p>A parameter of great interest from an evolutionary perspective is the thermal stability of the folded domains. This property can be assessed experimentally by differential scanning fluorometry (DSF), which reports on temperature-driven changes in the environment of aromatic amino acids due to changes in solvent exposure (<xref ref-type="bibr" rid="c28">Eftink 2000</xref>). Such changes may occur during unfolding or as a result of other conformational changes. In the case of N-protein, conveniently all tryptophan and tyrosine residues of N-protein are located in the NTD and CTD, such that changes in the intrinsic fluorescence report exclusively on changes in the state of the folded domains. As shown in <bold><xref rid="fig4" ref-type="fig">Figure 4B</xref></bold>, a major transition is observed with an inflection point at <italic>T<sub>i</sub></italic> ≈ 49 °C. Compared to the reproducibility of transition temperatures of ±0.1 °C, significant shifts from the ancestral N-protein can be discerned: While Omicron mutations N<italic><sub>o</sub></italic>, N:R203K/G204R, and N:P13L/Δ31-33 are neutral, those occurring in the Delta variant (N:D63G, N:G215C, and N<sub>δ</sub>) are destabilizing, i.e., they lower the transition temperature. Interestingly, apparent destabilization of the folded domains occurs in N:G215C despite the absence of mutations in the folded domains – 215C being located in the middle of the linker IDR. This non-local mutation effect points to altered intra-molecular interactions between IDRs and the folded domains, and/or changes in contacts between folded domains mediated through an altered oligomeric state. (This is corroborated in non-natural point mutants N:L222P and N:L222P/R226P which abrogate linker helix oligomerization (<xref ref-type="bibr" rid="c110">Zhao et al. 2023</xref>) and exhibit <italic>T<sub>i</sub></italic>-values of ≈51 °C.) the observation of <italic>T<sub>i</sub></italic> of Furthermore, <bold><xref rid="fig4" ref-type="fig">Figure 4B</xref></bold> shows additional transitions occur at higher temperatures broadly in the range of 60 – 70 °C. While their origin is unclear, this signal may accompany the formation of higher-order structure. It is noteworthy that N:G215C is also distinctly different in this feature.</p>
<p>Secondary structure information from the entire molecule including the IDRs can be extracted from circular dichroism (CD) spectra. As may be observed from <bold><xref rid="fig4" ref-type="fig">Figure 4C</xref></bold>, significant variation occurs both in the magnitude of the negative ellipticity at ≈200 nm, which mainly reflects disordered residues, as well as the magnitude of the negative ellipticity at ≈220 nm, which reports on helical structure. Compared to the ancestral N<sub>ref</sub>, significantly less disorder and greater helicity is observed for N:G215C (and to lesser extent also for N<sub>δ</sub>), whereas slightly more disorder is indicated for N:R203K/G204R. Little difference to the ancestral molecule is observed for N<italic><sub>o</sub></italic>, N:P13L/Δ31-33, and N:D63G. The absence of significant changes for N:D63G is consistent with this mutation having only a subtle, if any, impact on the NTD conformation. For N:G215C, increased helicity can be attributed to the stabilization of transient helices in the leucine-rich region of the central linker IDR, as shown previously (<xref ref-type="bibr" rid="c109">Zhao et al. 2022</xref>; <xref ref-type="bibr" rid="c110">Zhao et al. 2023</xref>). N<italic><sub>o</sub></italic> consists of the R203K/G204R mutation combined those of N:P13L/Δ31-33. It is noteworthy that the increase in disorder from the R203K/G204R mutation is not exhibited by N<italic><sub>o</sub></italic>, while secondary structure of N:P13L/Δ31-33 is very similar to N<italic><sub>o</sub></italic>, suggesting some epistatic interaction between mutations of the linker and N-arm.</p>
<p>Tertiary and quaternary structure can be assessed by sedimentation velocity analytical ultracentrifugation (SV-AUC) (<bold><xref rid="fig5" ref-type="fig">Figure 5A</xref></bold>). As reported previously, the ancestral N-protein in the absence of NA is a tightly linked dimer sedimenting at ≈4 S (<xref ref-type="bibr" rid="c111">Zhao et al. 2021</xref>), but the G215C mutation promotes the formation of higher oligomers via stabilization of coiled-coil interactions of transient helices in the L-rich linker region (<xref ref-type="bibr" rid="c109">Zhao et al. 2022</xref>; <xref ref-type="bibr" rid="c110">Zhao et al. 2023</xref>). This is consistent with the enhanced helical content of this mutant (<bold><xref rid="fig4" ref-type="fig">Figure 4C</xref></bold>). Oligomerization beyond the dimeric N<sub>ref</sub> is also observed for N<sub>δ</sub>, which incorporates the 215C mutation, but less than for N:G215C. This is consistent with the intermediate helical content of N<sub>δ</sub> observed in CD. This may be due to an additional linker mutation of N<sub>δ</sub>, R203M, which may limit the stabilization of a helical linker conformation by G215C and thereby weaken the self-association to form higher oligomers.</p>
<fig id="fig5" position="float" orientation="portrait" fig-type="figure">
<label>Figure 5.</label>
<caption><title>Tertiary and quaternary structure of N-protein species.</title>
<p>(A) Sedimentation coefficient distributions <italic>c</italic>(<italic>s</italic>) from SV-AUC experiments show ≈4S dimers and higher oligomers. Data for N:G215C and N<sub>δ</sub> are reproduced from (<xref ref-type="bibr" rid="c109">Zhao et al. 2022</xref>). (B) Temperature-dependent particle formation reported as average Stokes radius measured by dynamic light scattering.</p></caption>
<graphic xlink:href="568093v1_fig5.tif" mimetype="image" mime-subtype="tiff"/>
</fig>
<p>N-protein has a propensity to form large particles and undergo LLPS, which can be promoted at higher temperatures (<xref ref-type="bibr" rid="c42">Iserman et al. 2020</xref>; <xref ref-type="bibr" rid="c111">Zhao et al. 2021</xref>). <bold><xref rid="fig5" ref-type="fig">Figure 5B</xref></bold> shows the <italic>z</italic>-average particle size measured by dynamic light scattering (DLS) as a function of temperature. Particle formation is governed by a combination of processes, including the hydrophobicity-driven stabilization of the linker helix and its self-association, ultra-weak interactions across the entire protein contributing to LLPS, and unfolding and aggregation processes. This complicates a comparison of the temperature transitions observed in DSF (<bold><xref rid="fig4" ref-type="fig">Figure 4B</xref></bold>) and DLS (<bold><xref rid="fig5" ref-type="fig">Figure 5B</xref></bold>) (and a further technical difficulty may be potential differences in temporal lag of conformational rearrangements <italic>versus</italic> particle assembly kinetics).</p>
<p>Nevertheless, several clear observations can be made. As reported previously, N<sub>ref</sub> forms clusters and particles at &gt;55 °C (<xref ref-type="bibr" rid="c111">Zhao et al. 2021</xref>), which is strongly enhanced and occurs at a lower temperature for N:G215C, due to the enhancement of the linker oligomerization (<bold><xref rid="fig5" ref-type="fig">Figure 5B</xref></bold>) (<xref ref-type="bibr" rid="c110">Zhao et al. 2023</xref>). Very similar behavior is observed for N<sub>δ</sub>, which suggests that at higher temperatures any inhibitory role of the R203M mutation on self-association may be less relevant compared to G215C. It is interesting to note that, correspondingly, both show a lower <italic>T<sub>i</sub></italic> in DSF. More moderate enhancement of particle formation is observed for N:D63G, which shows an onset already at ≈50 °C and larger particle averages than the ancestral protein. This also correlates with its significantly lower <italic>T<sub>i</sub></italic> in DSF. Thus, even subtle structural changes (as shown in <bold>Supplementary Figure S1</bold>) can impact the assembly behavior.</p>
<p>The opposite effect, strong inhibition of particle formation, is observed for the N:R203K/G204R double mutant. Here, particles form only at temperatures &gt; 70 °C, as a mixture of smaller clusters with some very large aggregates that adventitiously enter the light path in DLS and cause fluctuations in the <italic>z</italic>-average Stokes radius. Interestingly, although N<italic><sub>o</sub></italic> comprises the R203K/G204R mutation, N<italic><sub>o</sub></italic> does not share this behavior but instead exhibits slightly enhanced particle formation relative to the ancestral N<sub>ref</sub>, comparable to N:D63G. This points to the role of additional mutations in N<italic><sub>o</sub></italic>, which besides R203K/G204R features the N-arm mutations P13L and Δ31-33. Interestingly, by themselves in N:P13L/Δ31-33 the particle formation is also suppressed relative to N<sub>ref</sub>, although less so than for N:R203K/G204R. This again points to non-additive effects, suggesting that the N-arm IDR mutations interact with the mutations of the linker IDR to promote particle formation of N<italic><sub>o</sub></italic>.</p>
<p>To examine the role of the N-arm mutations of the Omicron variants in greater detail we restricted the protein to the N-arm peptide and compared solution behavior of the N-arm constructs N<sub>ref</sub>:(1-43) with the Omicron N-arm N:P13L/Δ31-33(1:43), as well as the N-arm with individual mutation N:P13L(1:43) and deletion N:Δ31-33(1:43). Unexpectedly, solutions of N:P13L/Δ31-33(1:43) exhibited elevated viscosity after storage for several days at 4 °C in 20 mM HEPES, 150 mM NaCl, pH 7.5. Since this is a tell-tale of weak protein interactions, we carried out ColabFold structural predictions. Even though ColabFold is trained to predict folded structures, it has been found to be frequently successfully in predicting transient folds in IDRs (<xref ref-type="bibr" rid="c3">Alderson et al. 2022</xref>; <xref ref-type="bibr" rid="c110">Zhao et al. 2023</xref>). Indeed, it predicts that replacement of proline at position 13 by leucine allows for formation of parallel sheets symmetrically arranged in higher-order N-arm oligomers (<bold>Supplementary Figure S3</bold>). We proceeded to test oligomerization of the N-arm constructs experimentally in hydrodynamic studies. <bold><xref rid="fig6" ref-type="fig">Figure 6A</xref></bold> shows autocorrelation functions of all peptides. While the reference N-arm N<sub>ref</sub>:(1-43) and the construct carrying the Δ31-33 deletion behave as expected for non-interacting peptides of this size, the N-arm constructs carrying the P13L mutation (in particular, the Omicron N-arm N:P13L/Δ31-33(1-43)) exhibit very large correlation times. This may be indicative of either formation of large particles or the presence of weak interaction networks as in gels. Similarly, in SV-AUC (<bold><xref rid="fig6" ref-type="fig">Figure 6B</xref></bold>) the ancestral reference and the Δ31-33 deletion mutant sediment as expected for non-interacting N-arm peptides (<xref ref-type="bibr" rid="c110">Zhao et al. 2023</xref>), whereas rapidly sedimenting, anomalously shaped boundaries with ≈100-fold larger sedimentation coefficient were observed for the Omicron N-arm and the construct carrying solely the P13L mutation. This unequivocally demonstrates the introduction of new protein self-association interfaces from the P13L mutation. They are weak and not apparent in studies of the full-length protein N:P13L/Δ31-33 at low micromolar concentrations, but oligomers can be populated at the ≈100-fold higher achievable concentrations of the peptides, which mirrors the concentration range for in vitro observation of interactions of the leucine-rich linker helices (<xref ref-type="bibr" rid="c110">Zhao et al. 2023</xref>).</p>
<fig id="fig6" position="float" orientation="portrait" fig-type="figure">
<label>Figure 6.</label>
<caption><title>Protein-protein interactions of N-arm peptide containing the Omicron P13L mutation lead to large structures at high concentrations.</title>
<p>(A) Autocorrelation functions from DLS (A) and sedimentation coefficient distributions from SV-AUC (B) for the ancestral reference N<sub>ref</sub>:(1-43) (black), N:Δ31-33(1-43) (blue), N:P13L(1-43) (cyan) and N:P13L/Δ31-33(1-43) (identical to the Omicron N-arm, magenta). All peptide concentrations are 400 µM, except for N<sub>ref</sub>:(1-43) in the SV-AUC experiment which is 275 µM, reproduced from previously reported data (<xref ref-type="bibr" rid="c110">Zhao et al. 2023</xref>).</p></caption>
<graphic xlink:href="568093v1_fig6.tif" mimetype="image" mime-subtype="tiff"/>
</fig>
<p>The ability for N-protein to undergo LLPS in is thought to be crucial for several functions including interactions with stress granules, RNP assembly, and interactions with viral M-protein (<xref ref-type="bibr" rid="c42">Iserman et al. 2020</xref>; <xref ref-type="bibr" rid="c80">Savastano et al. 2020</xref>; <xref ref-type="bibr" rid="c57">Lu et al. 2021</xref>; <xref ref-type="bibr" rid="c15">Carlson et al. 2022</xref>; <xref ref-type="bibr" rid="c17">Cascarina and Ross 2022</xref>). Weak protein-protein interactions and cluster formation such as shown in <bold><xref rid="fig5" ref-type="fig">Figure 5</xref> and <xref rid="fig6" ref-type="fig">6</xref></bold> can be coupled to LLPS, or alternatively LLPS may occur independent of clusters following Flory-Huggins theory (<xref ref-type="bibr" rid="c45">Kar et al. 2022</xref>). Therefore, we examined the impact of mutations on the propensity for LLPS. As shown in <bold><xref rid="fig7" ref-type="fig">Figure 7</xref></bold> (top left), N<sub>ref</sub> readily forms droplets in the presence of T<sub>40</sub> oligonucleotides. Under the same conditions N:R203K/G204R (bottom left) does not display droplets, but forms few large particles with fibrillar morphology. In stark contrast, N:P13L/Δ31-33 (bottom center) readily forms droplets that appear to be rapidly merging and growing. The combination of these mutations in N<italic><sub>o</sub></italic> exhibits an intermediate propensity for LLPS with droplets in a dispersion of sizes. Mutations comprising the Delta variant (<bold><xref rid="fig7" ref-type="fig">Figure 7</xref> top</bold>) have a smaller impact on LLPS than those from the Omicron variant (<bold><xref rid="fig7" ref-type="fig">Figure 7</xref> bottom</bold>).</p>
<fig id="fig7" position="float" orientation="portrait" fig-type="figure">
<label>Figure 7.</label>
<caption><title>Differences in LLPS propensity of N-protein mutant species.</title>
<p>Optical microscopy images were taken of 10 μM N-protein with 5 μM T<sub>40</sub> (except N<sub>δ</sub>, which is 4 μM N-protein with 2 μM T<sub>40</sub>) in LS buffer after incubation for 15 min at room temperature. For N:P13L/Δ31-33 a second image was taken at the 21 min time point highlighting the growth of condensed phases. All scale bars are 10 µm.</p></caption>
<graphic xlink:href="568093v1_fig7.tif" mimetype="image" mime-subtype="tiff"/>
</fig>
</sec>
</sec>
<sec id="s3">
<title>Discussion</title>
<p>The SARS-CoV-2 pandemic has motivated the collection of virus genomic sequences on an unprecedented scale, which has generated invaluable data on the genomic diversity of an RNA virus. From the ensemble of observed consensus sequences of infected hosts we can extract, for the first time, an exhaustive map of possible amino acid replacements in viral proteins that are tolerable for viable virus (<xref ref-type="bibr" rid="c109">Zhao et al. 2022</xref>; <xref ref-type="bibr" rid="c9">Bloom et al. 2023</xref>; <xref ref-type="bibr" rid="c78">Saldivar-Espinoza et al. 2023</xref>). This brings into stark relief our limited understanding of the genotype/phenotype relationship, which is very detailed on some local functional aspects, such as spike protein antigenicity, but not much developed in general. This limits our ability to draw conclusions from the observed mutant spectrum on their variation in biophysical functions and fitness. Besides traditional sequence-based structure prediction and structure/function relationships, and more recent recognition of structural dynamics, new paradigms have emerged with increased understanding of the role of IDRs, their mimicry of short linear motifs, nonlocal physicochemical properties of sequence regions, and the ability of IDRs to promote macroscopic phase separation to generate or usurp condensates with virus-related functions. The extensive genomic data of SARS-CoV-2 presents an opportunity to probe how sequence diversity impacts these biophysical properties, and to examine what biophysical constraints exist for viral proteins to support viability. Focusing on SARS-CoV-2 N-protein we have studied the diversity of biophysical phenotypes with the goal to increase understanding of salient mechanisms of the many N-protein functions, and also to glean aspects of the biophysical fitness landscape underlying evolution.</p>
<p>On one hand, our studies of the diversity of nonlocal physicochemical properties of N-protein revealed the absence of tightly controlled hydrophobicity, polarity, and charges outside the folded domains. In the IDRs, individual mutations may alter each of these properties apparently without impacting viability, although modulatory fitness effects may be possible. For example, viable linker sequences span from 4.8 to 9.1 charges. On the other hand, a very clear separation of physicochemical parameters far exceeding mutational dispersion is maintained between the L-rich and SR-rich region of the linker IDR, and the N3 and remaining regions of the C-arm IDR. These distinctions are likely functionally important, with the polarity and charges of the SR-rich linker region aiding in nucleic acid binding (<xref ref-type="bibr" rid="c72">Pontoriero et al. 2022</xref>), the hydrophobicity of the L-rich region aiding in assembly functions (<xref ref-type="bibr" rid="c7">Bessa et al. 2022</xref>; <xref ref-type="bibr" rid="c110">Zhao et al. 2023</xref>), and the acidic N3-region playing a role in NA- and M-protein interactions as suggested from analogy to MHV- and SARS-CoV-1 (<xref ref-type="bibr" rid="c59">Masters 2019</xref>). These nonlocal features are also maintained in analogous consensus sequence regions of related coronaviruses, and thus provide further examples for nonlocal biophysical properties that are evolutionary conserved despite amino acid sequence divergence (<xref ref-type="bibr" rid="c107">Zarin et al. 2017</xref>; <xref ref-type="bibr" rid="c106">Zarin et al. 2021</xref>). It may seem as a paradox that despite this conservation these features seem not very fine-tuned and that significant variation of these properties is still observed within the viable mutant spectrum, for polarity and hydrophobicity significantly exceeding the spread of parameter values of the folded domains. However, as mentioned above, the differences between IDR regions that appear associated with biophysical functions are of significantly larger magnitude. The tolerance for the remaining comparatively smaller fluctuations in physicochemical parameters may be important to allow sufficient local variation in sequence space for additional functions to evolve, such as the emergence of SLiMs to manipulate the host/virus interface (<xref ref-type="bibr" rid="c24">Davey et al. 2011</xref>; <xref ref-type="bibr" rid="c83">Schuck and Zhao 2023</xref>).</p>
<p>Correspondingly, in a recent study of SLiMs variation across the mutant spectrum, we found the total number and detailed location of phosphorylation SLiMs to vary considerably in the SR-rich region, but to be maintained overall at a high level across this region (<xref ref-type="bibr" rid="c83">Schuck and Zhao 2023</xref>).</p>
<p>Other nonlocal properties were studied experimentally, though unavoidably only by example of several different SARS-CoV-2 N-protein species. We selected conspicuous mutations in variants of concern, but each of the constructs studied also represents in itself viable N-protein species occurring in consensus sequences of the genomic database. Strikingly, point mutations can affect protein properties on all levels of organization, from thermodynamic stability and secondary structure to intra- and inter-molecular interactions, oligomeric state, particle formation, and LLPS. These results must be considered in the context of the highly dynamic nature of N-protein, which is caused by the flexibility of intrinsically disordered domains (<xref ref-type="bibr" rid="c21">Cubuk et al. 2021</xref>; <xref ref-type="bibr" rid="c73">Redzic et al. 2021</xref>; H. <xref ref-type="bibr" rid="c111">Zhao et al. 2021</xref>), the NTD and its disordered β-hairpin (<xref ref-type="bibr" rid="c73">Redzic et al. 2021</xref>), and the large-scale conformational fluctuations of the N-protein dimer in solution (Ribeiro-Filho et al. 2022; <xref ref-type="bibr" rid="c77">Różycki and Boura 2022</xref>). High sequence plasticity is accompanied by high plasticity of protein configuration and delicate balances of protein interactions that can be significantly shifted by single mutations with nonlocal effects.</p>
<p>Our results highlight two different mechanisms through which mutation effects may be propagated across the protein. First, mutations can impact the transient helix in the hydrophobic L-rich region of the linker, and promote its helical conformation and self-association into higher oligomeric states (<xref ref-type="bibr" rid="c109">Zhao et al. 2022</xref>; <xref ref-type="bibr" rid="c110">Zhao et al. 2023</xref>), which in turn may impact collision frequency or other intra-molecular interactions of folded domains. This is reflected in the altered secondary structure observed in CD of N<sub>δ</sub> and N:G215C, their oligomers observed in SV-AUC, and this would explain the impact of the G215C mutation on the thermal stability reported by intrinsic fluorescence localized to the NTD and CTD. In addition, changes near the L-rich transient helix also impact weak protein interactions and amplify to enhanced particle formation and altered LLPS.</p>
<p>Second, mutation frequencies peak in the downstream end of the SR-rich linker region, including the double mutation R203K/G204R that is part of the defining mutations of Omicron (and other) variants. In different VLP and cellular assays (<xref ref-type="bibr" rid="c44">Johnson et al. 2022</xref>; <xref ref-type="bibr" rid="c92">Syed et al. 2022</xref>), it has been shown to modulate N-protein phosphorylation and thereby the balance between replication and assembly, with contributions from an emerging alternate, truncated N-protein (210-419) that itself supports assembly (<xref ref-type="bibr" rid="c52">Leary et al. 2021</xref>; Mears et al. 2022; <xref ref-type="bibr" rid="c2">Adly et al. 2023</xref>; <xref ref-type="bibr" rid="c91">Syed et al. 2023</xref>). In the present study, we found that full-length N:R203K/G204R increases disorder in the overall secondary structure, and strongly opposes both temperature-driven particle formation and LLPS with oligonucleotides. Interestingly, this effect can be compensated for by the additional N-arm mutation P13L that is present in all Omicron variants. P13L itself has been identified epidemiologically as a the most important driver of fitness in N-protein (<xref ref-type="bibr" rid="c66">Oulas et al. 2021</xref>; <xref ref-type="bibr" rid="c64">Obermeyer et al. 2022</xref>), but its biophysical effects have not been previously studied. We identified a distinct self-association propensity of N-arm peptides carrying the P13L mutation, and significantly enhanced LLPS propensity of full-length N-protein carrying the complete set of N-arm mutations in Omicron, N:P13L/Δ31-33. This is consistent with the partial ‘rescue’ of particle formation and full restoration of LLPS propensity we have observed in the N<italic><sub>o</sub></italic> molecule with the complete set of P13L/Δ31-33/R203K/G204R mutations defining N-protein from the BA.1 (B.1.1.529) Omicron-variant. It is interesting to note that R203K/G204R mutation, the P13L mutation, and the P13L/Δ31-33 combination can occur independently of each other in viable virus species, with 261 genomes in the database carrying only the P13L mutation, 9,548 only the combination P13L/Δ31-33, and &gt;50,000 genomes exclusively the double mutation R203K/G204R, even though their more frequent coexistence (by approximately tenfold, in all of Omicron variants) might suggests epistatic interactions and a fitness advantage. Related, it was shown that the P13L mutation causes complete loss of recognition of a CD8+ T-cell epitope, which may cause T-cell evasion (<xref ref-type="bibr" rid="c88">de Silva et al. 2021</xref>), and provide an additional fitness effect of this mutation. Compensating effects between linker IDR and N-arm mutations highlight the nonlocal consequences of IDR mutations. They also highlight the difficulty of assigning variant properties and fitness effects to a single mutation, given the entangled effects among the sets of multiple mutations defining the variants of concern.</p>
<p>In summary, the importance of IDRs in viral evolution was recognized previously for several reasons. Their inherent flexibility makes them more permissible for amino acid changes, which is born out in the mutational landscape of SARS-CoV-2. As mentioned above, this makes them well suited for host adaptation through remodeling of host protein interaction networks, which is exemplified in the clusters of host-specific mutations located in IDRs of Dengue virus proteins (<xref ref-type="bibr" rid="c18">Charon et al. 2018</xref>; <xref ref-type="bibr" rid="c26">Dolan et al. 2021</xref>). Mimicry of eukaryotic SLiMs is ubiquitous (<xref ref-type="bibr" rid="c24">Davey et al. 2011</xref>; <xref ref-type="bibr" rid="c38">Hagai et al. 2014</xref>; <xref ref-type="bibr" rid="c61">Mihalič et al. 2023</xref>), and as we have shown recently, the sequence space of SARS-CoV-2 N-protein IDRs allows presentation of a large fraction of known eukaryotic SLiMs (<xref ref-type="bibr" rid="c83">Schuck and Zhao 2023</xref>). In addition, nonlocal sequence-distributed physicochemical features of IDRs such as their charge and hydrophobicity have been demonstrated recently to mediate biological functions and present evolutionary constraints (<xref ref-type="bibr" rid="c106">Zarin et al. 2021</xref>; <xref ref-type="bibr" rid="c63">Moses et al. 2023</xref>). This principle also holds true in the distinct properties of linker and C-arm regions of SARS-CoV-2 N-protein. A related nonlocal physicochemical property of IDRs is their propensity for supporting LLPS (<xref ref-type="bibr" rid="c12">Brocca et al. 2020</xref>; <xref ref-type="bibr" rid="c1">Abyzov et al. 2022</xref>; Pappu et al. 2023), which plays a key role in different N-protein functions (<xref ref-type="bibr" rid="c16">Carlson et al. 2020</xref>; <xref ref-type="bibr" rid="c80">Savastano et al. 2020</xref>; <xref ref-type="bibr" rid="c17">Cascarina and Ross 2022</xref>; <xref ref-type="bibr" rid="c76">Roden et al. 2022</xref>). Finally, here we have observed the ability of mutations in IDRs to modulate overall biophysical properties such as thermal stability, oligomeric state, and assembly properties. In SARS-CoV-2 N-protein IDRs, the latter are mediated via weak interactions in transiently folded structures. In addition, the high flexibility of the IDRs and their resulting high intra-chain contact frequencies (<xref ref-type="bibr" rid="c77">Różycki and Boura 2022</xref>) may magnify non-local consequences of mutations. This endows viral protein IDRs with yet another level of variation of the biophysical phenotype that can impact evolutionary fitness.</p>
</sec>
<sec id="s4">
<title>Materials and Methods</title>
<sec id="s4a">
<title>Mutational landscape, sequence alignment, and prediction of physicochemical properties</title>
<p>The Wuhan-Hu-1 isolate (GenBank QHD43423) (<xref ref-type="bibr" rid="c101">Wu et al. 2020</xref>) was used as the ancestral reference. Sequence data were based on consensus sequences of SARS-CoV-2 isolates submitted to the GISAID as previously described (<xref ref-type="bibr" rid="c109">Zhao et al. 2022</xref>; <xref ref-type="bibr" rid="c83">Schuck and Zhao 2023</xref>). Briefly, sequence data were downloaded on January 20, 2023 from Nextstrain (<xref ref-type="bibr" rid="c37">Hadfield et al. 2018</xref>) and 5.06 million high quality preprocessed sequences were included in the analysis. 746 sequences exhibiting insertions in the N-protein were omitted, as well as those with more than 10 deletions in N-protein and those represented in fewer than 10 genome instances.</p>
<p>The resulting sequence database was parsed for different unique sequences for N-proteins and different segments, using MATLAB (MathWorks, Natick, MA). Sequence hydrophobicity was calculated in RStudio (<ext-link ext-link-type="uri" xlink:href="https://posit.co/">https://posit.co/</ext-link>) using the package PEPTIDES (<xref ref-type="bibr" rid="c65">Osorio et al. 2015</xref>) and polarity and charge using the package ALAKAZAM (<xref ref-type="bibr" rid="c36">Gupta et al. 2015</xref>). For maximally phosphorylated charge, -2 was added to the total charge for each serine, threonine, and tyrosine in the IDRs.</p>
<p>Alignment of SARS and related coronavirus sequences (SARS-CoV-1 P59595.1, MERS YP_009047211.1, MHV NP_045302.1, human coronavirus NL63 Q6Q1R8.1, and 229E-related bat coronavirus APD51511.1) was carried out with COBALT at NLM (<xref ref-type="bibr" rid="c68">Papadopoulos and Agarwala 2007</xref>), as shown in (<xref ref-type="bibr" rid="c109">Zhao et al. 2022</xref>). This alignment was used to dissect related viruses into regions corresponding to the SARS-CoV-2 regions (N-arm, NTD, linker, SR-rich, L-rich, CTD, Carm, Carm1, N3). The resulting segments of the related viruses were subjected to analysis of physicochemical properties as described above. Sequence similarity of the corresponding regions relative to the SARS-CoV-2 regions was calculated using BLAST blastp suite (<xref ref-type="bibr" rid="c4">Altschul et al. 1997</xref>), using an expectation threshold of 0.9, word size 2, and BLOSUM63 scoring matrix.</p>
</sec>
<sec id="s4b">
<title>Structure prediction</title>
<p>Structural predictions for NTD and N-arm were carried out using ColabFold (<xref ref-type="bibr" rid="c62">Mirdita et al. 2022</xref>) and graphics were generated using ChimeraX (<xref ref-type="bibr" rid="c71">Pettersen et al. 2021</xref>).</p>
</sec>
<sec id="s4c">
<title>Proteins, peptides, and oligonucleotides</title>
<p>N:D63G and N:G215C were purchased from EXONBIO (catalog# 19CoV-N170 and 19CoV-N180, San Diego, CA), while N<sub>ref</sub>, N:R203K/G204R, N:P13L/Δ31-33, N<italic><sub>o</sub></italic>, and N<sub>δ</sub> were expressed in house as described previously (<xref ref-type="bibr" rid="c109">Zhao et al. 2022</xref>; <xref ref-type="bibr" rid="c110">Zhao et al. 2023</xref>). Briefly, the full-length protein with an N-terminal Tobacco Etch Virus (TEV) cleavage site and 6His tag was cloned into the pET-29a(+) expression vector and transformed into One Shot BL21(DE3)pLysS E. coli (Thermo Fisher Scientific, Carlsbad, CA). After cell lysis, the protein was bound to a Ni-NTA column, and unfolded and refolded to remove residual protein-bound bacterial nucleic acid (<xref ref-type="bibr" rid="c16">Carlson et al. 2020</xref>). After elution the 6xHis tag was cleaved and the protein purified by size exclusion chromatography. Greater than 95% purity of the proteins was confirmed by SDS-PAGE, and the ratio of absorbance at 260 nm and 280 nm of ∼0.50-0.55 confirmed absence of nucleic acid. For a subset of mutants, the protein sequence and mass were tested and confirmed by LC-MS/MS and LC-MS mass spectrometry, respectively. Biophysical experiments were preceded by dialysis in either high-salt buffer (HS) consisting of 20mM HEPES, 150mM NaCl, pH 7.5, or low-salt buffer (LS) consisting of 10.1 mM Na<sub>2</sub>PO<sub>4</sub>, 1.8 mM KH<sub>2</sub>PO<sub>4</sub>, 2.7 mM KCl, 10 mM NaCl, pH 7.4.</p>
<p>The oligonucleotide T<sub>40</sub> was purchased from Integrated DNA Technologies (Skokie, IL), as purified by HPLC and lyophilized. N-arm peptides were purchased from ABI Scientific (Sterling, VA), as purified by HPLC, examined by MALDI for purity and identity, and lyophilized.</p>
</sec>
<sec id="s4d">
<title>Spectroscopy</title>
<p>CD spectra were acquired in a Chirascan Q100 (Applied Photophysics, U.K.), using cuvettes of 1 mm pathlength, and data acquisition with 1 nm steps and 1 sec integration time. Results are averages of 3 acquisitions, corrected for buffer background. Protein concentration was 3 µM in buffer LS, except N<italic><sub>o</sub></italic> in buffer HS.</p>
<p>For the acquisition of fluorescence spectra, protein samples at 1 µM were loaded into a quartz cuvette with 1.0 cm optical pathlength. Steady-state tryptophan (Trp) fluorescence emission spectra in the range from 305 nm to 500 nm were recorded in a spectrofluorimeter (QuantaMaster, Photon Technology) with excitation at 295 nm using a 1.0 nm increment. Each data point is an average of 10 accumulations.</p>
<p>DSF was carried out in a Tycho instrument (Nanotemper, Germany) as previously described (<xref ref-type="bibr" rid="c111">Zhao et al. 2021</xref>). Briefly, 10 µL samples were aspirated in capillaries (TY-C001, Nanotemper, Germany), and intrinsic fluorescence was measured at 350 nm and 330 nm while the temperature was ramped from 35 °C to 95 °C at a rate of 30 °C/min. The first derivative of the intensity ratio was calculated as a function of temperature. DSF experiments were carried out at protein concentrations of 2 µM in buffer LS, except for N:R203K/G204R which was measured in buffer HS. As a buffer control, the difference in <italic>T<sub>i</sub></italic> for N<sub>ref</sub> in LS and HS buffer was measured and found to be within error of data acquisition.</p>
</sec>
<sec id="s4e">
<title>Hydrodynamic techniques</title>
<p>SV-AUC experiments were carried out in a ProteomeLab XL-I analytical ultracentrifuge (Beckman Coulter, Indianapolis, IN) in standard configurations (<xref ref-type="bibr" rid="c84">Schuck et al. 2015</xref>). Briefly, 2 µM protein samples were filled in cell assemblies composed of charcoal-filled Epon double-sector centerpieces with sapphire windows, inserted in an 8-hole AN-50 TI rotor and temperature equilibrated. After acceleration to 50,000 rpm data acquisition commenced using the absorbance optical detector at 280 nm and the interference optical detector. Data were analyzed in SEDFIT (sedfitsedphat.nibib.nih.gov/software) in terms of a sedimentation coefficient distribution <italic>c</italic>(<italic>s</italic>) (<xref ref-type="bibr" rid="c81">Schuck 2016</xref>). Nucleic acid binding experiments were analyzed with isotherms of signal weighted-average sedimentation coefficients in SEDPHAT (<xref ref-type="bibr" rid="c82">Schuck and Zhao 2017</xref>). For studies of the N-arm peptide species, 400 µM peptide samples were studied by gravitational sweep sedimentation using rotor speed steps of 3,000 rpm, 10,000 rpm, 40,000 rpm, and 55,000 rpm (<xref ref-type="bibr" rid="c58">Ma et al. 2016</xref>) and analyzed with a model for apparent sedimentation coefficient distributions <italic>ls</italic>-<italic>g</italic>*(<italic>s</italic>) (<xref ref-type="bibr" rid="c81">Schuck 2016</xref>) as a qualitative representation of rapidly migrating boundaries of N:P13L(1:43) and N:P13L/Δ31-33(1:43), or with <italic>c</italic>(<italic>s</italic>) distributions for N<sub>ref</sub>:(1:43) and N:Δ31-33(1:43).</p>
<p>Temperature-dependent DLS autocorrelation data of N-protein species were collected in a NanoStar instrument (Wyatt Technology, Santa Barbara, CA) equipped with a 658 nm laser and using a detection angle of 90°. 100 µL samples at 3 µL N-protein in LS buffer were inserted into a 1 µL quartz cuvette (WNQC01-00, Wyatt Instruments), with excess sample to prevent evaporation in the observation chamber. A temperature ramp rate of 1°C/min was applied with 5 sec data acquisitions and averaging 3 replicates for each temperature point. Data were collected and processed with the software Dynamics 7.4 (Wyatt Instruments).</p>
<p>DLS studies of N-arm peptides were carried out in a Prometheus Panta (Nanotemper, Germany) instrument at 20°C. The samples were loaded into a capillary (Nanotemper PR-AC002) and ACFs were acquired using the 405 nm laser at the detection angle of 140°.</p>
</sec>
<sec id="s4f">
<title>Optical microscopy</title>
<p>Optical imaging of <italic>in vitro</italic> phase-separated condensates was carried out as described previously (<xref ref-type="bibr" rid="c111">Zhao et al. 2021</xref>). For reaction mixtures, N protein and T<sub>40</sub> in buffer LS were combined and mixed immediately prior to imaging. 20 µL samples were transferred onto a glass-bottom 35 mm dish (catalog # Part No: P35G-1.5-20-C, MatTek) for imaging at room temperature. Images were acquired on a Nikon Ti-E microscope equipped with a 100X 1.49 NA oil objective lens (LIDA light engine, Lumencor, Beaverton, OR) and recorded with a Prime 95B camera (Teledyne Photometrics) with a pixel size of 110 nanometers. Images were background subtracted and contrast enhanced using MATLAB (Mathworks, Natick, MA).</p>
</sec>
</sec>
<sec id="d1e1546" sec-type="supplementary-material">
<title>Supporting information</title>
<supplementary-material id="d1e1645">
<label>Supplemental File S1</label>
<media xlink:href="supplements/568093_file02.xlsx"/>
</supplementary-material>
<supplementary-material id="d1e1652">
<label>Supplemental Figure S2</label>
<media xlink:href="supplements/568093_file03.pdf"/>
</supplementary-material>
<supplementary-material id="d1e1659">
<label>Supplemental Figure S3</label>
<media xlink:href="supplements/568093_file04.pdf"/>
</supplementary-material>
<supplementary-material id="d1e1666">
<label>Supplemental Figure S1</label>
<media xlink:href="supplements/568093_file05.pdf"/>
</supplementary-material>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>We thank Dr. Yan Li for carrying out mass spectroscopy experiments. This work was supported by the Intramural Research Programs of the National Institute of Biomedical Imaging and Bioengineering (ZIA EB000099-02) and the National Heart, Lung, and Blood Institute, National Institutes of Health. This work utilized the computational resources of the NIH HPC Biowulf cluster for sequence analyses.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="c1"><mixed-citation publication-type="journal"><string-name><surname>Abyzov</surname> <given-names>A</given-names></string-name>, <string-name><surname>Blackledge</surname> <given-names>M</given-names></string-name>, <string-name><surname>Zweckstetter</surname> <given-names>M</given-names></string-name>. <year>2022</year>. <article-title>Conformational Dynamics of Intrinsically Disordered Proteins Regulate Biomolecular Condensate Chemistry</article-title>. <source>Chem. Rev</source>. <volume>122</volume>:<fpage>6719</fpage>–<lpage>6748</lpage>.</mixed-citation></ref>
<ref id="c2"><mixed-citation publication-type="other"><string-name><surname>Adly</surname> <given-names>AN</given-names></string-name>, <string-name><surname>Bi</surname> <given-names>M</given-names></string-name>, <string-name><surname>Carlson</surname> <given-names>CR</given-names></string-name>, <string-name><surname>Syed</surname> <given-names>AM</given-names></string-name>, <string-name><surname>Ciling</surname> <given-names>A</given-names></string-name>, <string-name><surname>Doudna</surname> <given-names>JA</given-names></string-name>, <string-name><surname>Cheng</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Morgan</surname> <given-names>DO</given-names></string-name>. <year>2023</year>. <article-title>Assembly of SARS-CoV-2 ribonucleosomes by truncated N* variant of the nucleocapsid protein</article-title>. <source>J. Biol. Chem</source>. in press:<fpage>105362</fpage>.</mixed-citation></ref>
<ref id="c3"><mixed-citation publication-type="other"><string-name><surname>Alderson</surname> <given-names>TR</given-names></string-name>, <string-name><surname>Pritišanac</surname> <given-names>I</given-names></string-name>, <string-name><surname>Moses</surname> <given-names>AM</given-names></string-name>, <string-name><surname>Forman-Kay</surname> <given-names>JD</given-names></string-name>. <year>2022</year>. <article-title>Systematic identification of conditionally folded intrinsically disordered regions by AlphaFold2</article-title>. <source>bioRxiv</source>:2022.02.18.481080.</mixed-citation></ref>
<ref id="c4"><mixed-citation publication-type="journal"><string-name><surname>Altschul</surname> <given-names>SF</given-names></string-name>, <string-name><surname>Madden</surname> <given-names>TL</given-names></string-name>, <string-name><surname>Schäffer</surname> <given-names>AA</given-names></string-name>, <string-name><surname>Zhang</surname> <given-names>J</given-names></string-name>, <string-name><surname>Zhang</surname> <given-names>Z</given-names></string-name>, <string-name><surname>Miller</surname> <given-names>W</given-names></string-name>, <string-name><surname>Lipman</surname> <given-names>DJ</given-names></string-name>. <year>1997</year>. <article-title>Gapped BLAST and PSI-BLAST: a new generation of protein database search programs</article-title>. <source>Nucleic Acids Res</source>. <volume>25</volume>:<fpage>3389</fpage>– <lpage>3402</lpage>.</mixed-citation></ref>
<ref id="c5"><mixed-citation publication-type="journal"><string-name><surname>Artesi</surname> <given-names>M</given-names></string-name>, <string-name><surname>Bontems</surname> <given-names>S</given-names></string-name>, <string-name><surname>Göbbels</surname> <given-names>P</given-names></string-name>, <string-name><surname>Franckh</surname> <given-names>M</given-names></string-name>, <string-name><surname>Maes</surname> <given-names>P</given-names></string-name>, <string-name><surname>Boreux</surname> <given-names>R</given-names></string-name>, <string-name><surname>Meex</surname> <given-names>C</given-names></string-name>, <string-name><surname>Melin</surname> <given-names>P</given-names></string-name>, <string-name><surname>Hayette</surname> <given-names>M-P</given-names></string-name>, <string-name><surname>Bours</surname> <given-names>V</given-names></string-name>, <etal>et al.</etal> <year>2020</year>. <article-title>A Recurrent Mutation at Position 26340 of SARS-CoV-2 Is Associated with Failure of the E Gene Quantitative Reverse Transcription-PCR Utilized in a Commercial Dual-Target Diagnostic Assay</article-title>.<string-name><surname>Caliendo</surname> <given-names>AM</given-names></string-name>, editor. <source>J. Clin. Microbiol</source>. <volume>58</volume>:<fpage>1</fpage>–<lpage>8</lpage>.</mixed-citation></ref>
<ref id="c6"><mixed-citation publication-type="journal"><string-name><surname>Bershtein</surname> <given-names>S</given-names></string-name>, <string-name><surname>Serohijos</surname> <given-names>AW</given-names></string-name>, <string-name><surname>Shakhnovich</surname> <given-names>EI</given-names></string-name>. <year>2017</year>. <article-title>Bridging the physical scales in evolutionary biology: from protein sequence space to fitness of organisms and populations</article-title>. <source>Curr. Opin. Struct. Biol</source>. <volume>42</volume>:<fpage>31</fpage>–<lpage>40</lpage>.</mixed-citation></ref>
<ref id="c7"><mixed-citation publication-type="journal"><string-name><surname>Bessa</surname> <given-names>LM</given-names></string-name>, <string-name><surname>Guseva</surname> <given-names>S</given-names></string-name>, <string-name><surname>Camacho-Zarco</surname> <given-names>AR</given-names></string-name>, <string-name><surname>Salvi</surname> <given-names>N</given-names></string-name>, <string-name><surname>Maurin</surname> <given-names>D</given-names></string-name>, <string-name><surname>Perez</surname> <given-names>LM</given-names></string-name>, <string-name><surname>Botova</surname> <given-names>M</given-names></string-name>, <string-name><surname>Malki</surname> <given-names>A</given-names></string-name>, <string-name><surname>Nanao</surname> <given-names>M</given-names></string-name>, <string-name><surname>Jensen</surname> <given-names>MR</given-names></string-name>, <etal>et al.</etal> <year>2022</year>. <article-title>The intrinsically disordered SARS-CoV-2 nucleoprotein in dynamic complex with its viral partner nsp3a</article-title>. <source>Sci. Adv</source>. <volume>8</volume>.</mixed-citation></ref>
<ref id="c8"><mixed-citation publication-type="journal"><string-name><surname>Biswal</surname> <given-names>M</given-names></string-name>, <string-name><surname>Lu</surname> <given-names>J</given-names></string-name>, <string-name><surname>Song</surname> <given-names>J</given-names></string-name>. <year>2022</year>. <article-title>SARS-CoV-2 Nucleocapsid Protein Targets a Conserved Surface Groove of the NTF2-like Domain of G3BP1</article-title>. <source>J. Mol. Biol</source>. <volume>434</volume>:<fpage>167516</fpage>.</mixed-citation></ref>
<ref id="c9"><mixed-citation publication-type="journal"><string-name><surname>Bloom</surname> <given-names>JD</given-names></string-name>, <string-name><surname>Beichman</surname> <given-names>AC</given-names></string-name>, <string-name><surname>Neher</surname> <given-names>RA</given-names></string-name>, <string-name><surname>Harris</surname> <given-names>K</given-names></string-name>. <year>2023</year>. <article-title>Evolution of the SARS-CoV-2 Mutational Spectrum</article-title>.<string-name><surname>Hepp</surname> <given-names>C</given-names></string-name>, editor. <source>Mol. Biol. Evol</source>. <volume>40</volume>:2022.11.19.517207.</mixed-citation></ref>
<ref id="c10"><mixed-citation publication-type="journal"><string-name><surname>Bloom</surname> <given-names>JD</given-names></string-name>, <string-name><surname>Labthavikul</surname> <given-names>ST</given-names></string-name>, <string-name><surname>Otey</surname> <given-names>CR</given-names></string-name>, <string-name><surname>Arnold</surname> <given-names>FH</given-names></string-name>. <year>2006</year>. <article-title>Protein stability promotes evolvability</article-title>. <source>Proc. Natl. Acad. Sci</source>. <volume>103</volume>:<fpage>5869</fpage>–<lpage>5874</lpage>.</mixed-citation></ref>
<ref id="c11"><mixed-citation publication-type="other"><string-name><surname>Bloom</surname> <given-names>JD</given-names></string-name>, <string-name><surname>Neher</surname> <given-names>RA</given-names></string-name>. <year>2023</year>. <article-title>Fitness effects of mutations to SARS-CoV-2 proteins</article-title>. <source>bioRxiv</source>:2023.01.30.526314.</mixed-citation></ref>
<ref id="c12"><mixed-citation publication-type="journal"><string-name><surname>Brocca</surname> <given-names>S</given-names></string-name>, <string-name><surname>Grandori</surname> <given-names>R</given-names></string-name>, <string-name><surname>Longhi</surname> <given-names>S</given-names></string-name>, <string-name><surname>Uversky</surname> <given-names>V</given-names></string-name>. <year>2020</year>. <article-title>Liquid–liquid phase separation by intrinsically disordered protein regions of viruses: Roles in viral life cycle and control of virus–host interactions</article-title>. <source>Int. J. Mol. Sci</source>. <volume>21</volume>:<fpage>1</fpage>–<lpage>31</lpage>.</mixed-citation></ref>
<ref id="c13"><mixed-citation publication-type="journal"><string-name><surname>Brown</surname> <given-names>CJ</given-names></string-name>, <string-name><surname>Johnson</surname> <given-names>AK</given-names></string-name>, <string-name><surname>Daughdrill</surname> <given-names>GW</given-names></string-name>. <year>2010</year>. <article-title>Comparing Models of Evolution for Ordered and Disordered Proteins</article-title>. <source>Mol. Biol. Evol</source>. <volume>27</volume>:<fpage>609</fpage>–<lpage>621</lpage>.</mixed-citation></ref>
<ref id="c14"><mixed-citation publication-type="journal"><string-name><surname>Brown</surname> <given-names>CJ</given-names></string-name>, <string-name><surname>Johnson</surname> <given-names>AK</given-names></string-name>, <string-name><surname>Dunker</surname> <given-names>AK</given-names></string-name>, <string-name><surname>Daughdrill</surname> <given-names>GW</given-names></string-name>. <year>2011</year>. <article-title>Evolution and disorder</article-title>. <source>Curr. Opin. Struct. Biol</source>. <volume>21</volume>:<fpage>441</fpage>–<lpage>446</lpage>.</mixed-citation></ref>
<ref id="c15"><mixed-citation publication-type="journal"><string-name><surname>Carlson</surname> <given-names>CR</given-names></string-name>, <string-name><surname>Adly</surname> <given-names>AN</given-names></string-name>, <string-name><surname>Bi</surname> <given-names>M</given-names></string-name>, <string-name><surname>Howard</surname> <given-names>CJ</given-names></string-name>, <string-name><surname>Frost</surname> <given-names>A</given-names></string-name>, <string-name><surname>Cheng</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Morgan</surname> <given-names>DO</given-names></string-name>. <year>2022</year>. <article-title>Reconstitution of the SARS-CoV-2 ribonucleosome provides insights into genomic RNA packaging and regulation by phosphorylation</article-title>. <source>J. Biol. Chem</source>. <volume>298</volume>:<fpage>102560</fpage>.</mixed-citation></ref>
<ref id="c16"><mixed-citation publication-type="journal"><string-name><surname>Carlson</surname> <given-names>CR</given-names></string-name>, <string-name><surname>Asfaha</surname> <given-names>JB</given-names></string-name>, <string-name><surname>Ghent</surname> <given-names>CM</given-names></string-name>, <string-name><surname>Howard</surname> <given-names>CJ</given-names></string-name>, <string-name><surname>Hartooni</surname> <given-names>N</given-names></string-name>, <string-name><surname>Safari</surname> <given-names>M</given-names></string-name>, <string-name><surname>Frankel</surname> <given-names>AD</given-names></string-name>, <string-name><surname>Morgan</surname> <given-names>DO</given-names></string-name>. <year>2020</year>. <article-title>Phosphoregulation of Phase Separation by the SARS-CoV-2 N Protein Suggests a Biophysical Basis for its Dual Functions</article-title>. <source>Mol. Cell</source> <volume>80</volume>:<fpage>1092</fpage>–<lpage>1103</lpage>.e4.</mixed-citation></ref>
<ref id="c17"><mixed-citation publication-type="other"><string-name><surname>Cascarina</surname> <given-names>SM</given-names></string-name>, <string-name><surname>Ross</surname> <given-names>ED</given-names></string-name>. <year>2022</year>. <article-title>Phase Separation by the SARS-CoV-2 Nucleocapsid Protein: Consensus and Open Questions</article-title>. <source>J. Biol. Chem</source>.:<fpage>101677</fpage>.</mixed-citation></ref>
<ref id="c18"><mixed-citation publication-type="journal"><string-name><surname>Charon</surname> <given-names>J</given-names></string-name>, <string-name><surname>Barra</surname> <given-names>A</given-names></string-name>, <string-name><surname>Walter</surname> <given-names>J</given-names></string-name>, <string-name><surname>Millot</surname> <given-names>P</given-names></string-name>, <string-name><surname>Hébrard</surname> <given-names>E</given-names></string-name>, <string-name><surname>Moury</surname> <given-names>B</given-names></string-name>, <string-name><surname>Michon</surname> <given-names>T</given-names></string-name>. <year>2018</year>. <article-title>First Experimental Assessment of Protein Intrinsic Disorder Involvement in an RNA Virus Natural Adaptive Process</article-title>. <source>Mol. Biol. Evol</source>. <volume>35</volume>:<fpage>38</fpage>–<lpage>49</lpage>.</mixed-citation></ref>
<ref id="c19"><mixed-citation publication-type="journal"><string-name><surname>Chen</surname> <given-names>K</given-names></string-name>, <string-name><surname>Xiao</surname> <given-names>F</given-names></string-name>, <string-name><surname>Hu</surname> <given-names>D</given-names></string-name>, <string-name><surname>Ge</surname> <given-names>W</given-names></string-name>, <string-name><surname>Tian</surname> <given-names>M</given-names></string-name>, <string-name><surname>Wang</surname> <given-names>W</given-names></string-name>, <string-name><surname>Pan</surname> <given-names>P</given-names></string-name>, <string-name><surname>Wu</surname> <given-names>K</given-names></string-name>, <string-name><surname>Wu</surname> <given-names>J</given-names></string-name>. <year>2020</year>. <article-title>SARS-CoV-2 Nucleocapsid Protein Interacts with RIG-I and Represses RIG-Mediated IFN-β Production</article-title>. <source>Viruses</source> <volume>13</volume>:<fpage>47</fpage>.</mixed-citation></ref>
<ref id="c20"><mixed-citation publication-type="journal"><string-name><surname>Chin</surname> <given-names>AF</given-names></string-name>, <string-name><surname>Zheng</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Hilser</surname> <given-names>VJ</given-names></string-name>. <year>2022</year>. <article-title>Phylogenetic convergence of phase separation and mitotic function in the disordered protein BuGZ</article-title>. <source>Protein Sci</source>. <volume>31</volume>:<fpage>822</fpage>–<lpage>834</lpage>.</mixed-citation></ref>
<ref id="c21"><mixed-citation publication-type="journal"><string-name><surname>Cubuk</surname> <given-names>J</given-names></string-name>, <string-name><surname>Alston</surname> <given-names>JJ</given-names></string-name>, <string-name><surname>Incicco</surname> <given-names>JJ</given-names></string-name>, <string-name><surname>Singh</surname> <given-names>S</given-names></string-name>, <string-name><surname>Stuchell-Brereton</surname> <given-names>MD</given-names></string-name>, <string-name><surname>Ward</surname> <given-names>MD</given-names></string-name>, <string-name><surname>Zimmerman</surname> <given-names>MI</given-names></string-name>, <string-name><surname>Vithani</surname> <given-names>N</given-names></string-name>, <string-name><surname>Griffith</surname> <given-names>D</given-names></string-name>, <string-name><surname>Wagoner</surname> <given-names>JA</given-names></string-name>, <etal>et al.</etal> <year>2021</year>. <article-title>The SARS-CoV-2 nucleocapsid protein is dynamic, disordered, and phase separates with RNA</article-title>. <source>Nat. Commun</source>. <volume>12</volume>:<fpage>1936</fpage>.</mixed-citation></ref>
<ref id="c22"><mixed-citation publication-type="journal"><string-name><surname>Dadonaite</surname> <given-names>B</given-names></string-name>, <string-name><surname>Crawford</surname> <given-names>KHD</given-names></string-name>, <string-name><surname>Radford</surname> <given-names>CE</given-names></string-name>, <string-name><surname>Farrell</surname> <given-names>AG</given-names></string-name>, <string-name><surname>Yu</surname> <given-names>TC</given-names></string-name>, <string-name><surname>Hannon</surname> <given-names>WW</given-names></string-name>, <string-name><surname>Zhou</surname> <given-names>P</given-names></string-name>, <string-name><surname>Andrabi</surname> <given-names>R</given-names></string-name>, <string-name><surname>Burton</surname> <given-names>DR</given-names></string-name>, <string-name><surname>Liu</surname> <given-names>L</given-names></string-name>, <etal>et al.</etal> <year>2023</year>. <article-title>A pseudovirus system enables deep mutational scanning of the full SARS-CoV-2 spike</article-title>. <source>Cell</source> <volume>186</volume>:<fpage>1263</fpage>–<lpage>1278</lpage>.e20.</mixed-citation></ref>
<ref id="c23"><mixed-citation publication-type="journal"><string-name><surname>Davey</surname> <given-names>NE</given-names></string-name>, <string-name><surname>Cyert</surname> <given-names>MS</given-names></string-name>, <string-name><surname>Moses</surname> <given-names>AM</given-names></string-name>. <year>2015</year>. <article-title>Short linear motifs - Ex nihilo evolution of protein regulation Short linear motifs - The unexplored frontier of the eukaryotic proteome</article-title>. <source>Cell Commun. Signal</source>. <volume>13</volume>:<fpage>9</fpage>–<lpage>11</lpage>.</mixed-citation></ref>
<ref id="c24"><mixed-citation publication-type="journal"><string-name><surname>Davey</surname> <given-names>NE</given-names></string-name>, <string-name><surname>Travé</surname> <given-names>G</given-names></string-name>, <string-name><surname>Gibson</surname> <given-names>TJ</given-names></string-name>. <year>2011</year>. <article-title>How viruses hijack cell regulation</article-title>. <source>Trends Biochem. Sci</source>. <volume>36</volume>:<fpage>159</fpage>–<lpage>169</lpage>.</mixed-citation></ref>
<ref id="c25"><mixed-citation publication-type="journal"><string-name><surname>Dinesh</surname> <given-names>DC</given-names></string-name>, <string-name><surname>Chalupska</surname> <given-names>D</given-names></string-name>, <string-name><surname>Silhan</surname> <given-names>J</given-names></string-name>, <string-name><surname>Koutna</surname> <given-names>E</given-names></string-name>, <string-name><surname>Nencka</surname> <given-names>R</given-names></string-name>, <string-name><surname>Veverka</surname> <given-names>V</given-names></string-name>, <string-name><surname>Boura</surname> <given-names>E</given-names></string-name>. <year>2020</year>. <article-title>Structural basis of RNA recognition by the SARS-CoV-2 nucleocapsid phosphoprotein</article-title>.<string-name><surname>Diamond</surname> <given-names>MS</given-names></string-name>, editor. <source>PLOS Pathog</source>. <volume>16</volume>:<fpage>e1009100</fpage>.</mixed-citation></ref>
<ref id="c26"><mixed-citation publication-type="journal"><string-name><surname>Dolan</surname> <given-names>PT</given-names></string-name>, <string-name><surname>Taguwa</surname> <given-names>S</given-names></string-name>, <string-name><surname>Rangel</surname> <given-names>MA</given-names></string-name>, <string-name><surname>Acevedo</surname> <given-names>A</given-names></string-name>, <string-name><surname>Hagai</surname> <given-names>T</given-names></string-name>, <string-name><surname>Andino</surname> <given-names>R</given-names></string-name>, <string-name><surname>Frydman</surname> <given-names>J</given-names></string-name>. <year>2021</year>. <article-title>Principles of dengue virus evolvability derived from genotype-fitness maps in human and mosquito cells</article-title>. <source>Elife</source> <volume>10</volume>:<fpage>111212</fpage>.</mixed-citation></ref>
<ref id="c27"><mixed-citation publication-type="journal"><string-name><surname>Echave</surname> <given-names>J</given-names></string-name>, <string-name><surname>Wilke</surname> <given-names>CO</given-names></string-name>. <year>2017</year>. <article-title>Biophysical Models of Protein Evolution: Understanding the Patterns of Evolutionary Sequence Divergence</article-title>. <source>Annu. Rev. Biophys</source>. <volume>46</volume>:<fpage>85</fpage>–<lpage>103</lpage>.</mixed-citation></ref>
<ref id="c28"><mixed-citation publication-type="book"><string-name><surname>Eftink</surname> <given-names>MR</given-names></string-name>. <year>2000</year>. <chapter-title>Intrinsic Fluorescence of Proteins</chapter-title>. In: <person-group person-group-type="editor"><string-name><surname>Lakowicz</surname> <given-names>JR</given-names></string-name></person-group>, editor. <source>Topics in Fluorescence Spectroscopy</source>. Vol. <volume>6</volume>. <publisher-loc>New York</publisher-loc>: <publisher-name>Kluwer Academic Publishers</publisher-name>. p. <fpage>1</fpage>–<lpage>13</lpage>.</mixed-citation></ref>
<ref id="c29"><mixed-citation publication-type="journal"><string-name><surname>Eigen</surname> <given-names>M</given-names></string-name>. <year>1996</year>. <article-title>On the nature of virus quasispecies</article-title>. <source>Trends Microbiol</source>. <volume>4</volume>:<fpage>216</fpage>–<lpage>218</lpage>.</mixed-citation></ref>
<ref id="c30"><mixed-citation publication-type="journal"><string-name><surname>Elbe</surname> <given-names>S</given-names></string-name>, <string-name><surname>Buckland-Merrett</surname> <given-names>G</given-names></string-name>. <year>2017</year>. <article-title>Data, disease and diplomacy: GISAID’s innovative contribution to global health</article-title>. <source>Glob. Challenges</source> <volume>1</volume>:<fpage>33</fpage>–<lpage>46</lpage>.</mixed-citation></ref>
<ref id="c31"><mixed-citation publication-type="journal"><string-name><surname>Finkel</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Mizrahi</surname> <given-names>O</given-names></string-name>, <string-name><surname>Nachshon</surname> <given-names>A</given-names></string-name>, <string-name><surname>Weingarten-Gabbay</surname> <given-names>S</given-names></string-name>, <string-name><surname>Morgenstern</surname> <given-names>D</given-names></string-name>, <string-name><surname>Yahalom-Ronen</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Tamir</surname> <given-names>H</given-names></string-name>, <string-name><surname>Achdout</surname> <given-names>H</given-names></string-name>, <string-name><surname>Stein</surname> <given-names>D</given-names></string-name>, <string-name><surname>Israeli</surname> <given-names>O</given-names></string-name>, <etal>et al.</etal> <year>2021</year>. <article-title>The coding capacity of SARS-CoV-2</article-title>. <source>Nature</source> <volume>589</volume>:<fpage>125</fpage>–<lpage>130</lpage>.</mixed-citation></ref>
<ref id="c32"><mixed-citation publication-type="journal"><string-name><surname>Fung</surname> <given-names>TS</given-names></string-name>, <string-name><surname>Liu</surname> <given-names>DX</given-names></string-name>. <year>2018</year>. <article-title>Post-translational modifications of coronavirus proteins: Roles and function</article-title>. <source>Future Virol</source>. <volume>13</volume>:<fpage>405</fpage>–<lpage>430</lpage>.</mixed-citation></ref>
<ref id="c33"><mixed-citation publication-type="journal"><string-name><surname>Gitlin</surname> <given-names>L</given-names></string-name>, <string-name><surname>Hagai</surname> <given-names>T</given-names></string-name>, <string-name><surname>LaBarbera</surname> <given-names>A</given-names></string-name>, <string-name><surname>Solovey</surname> <given-names>M</given-names></string-name>, <string-name><surname>Andino</surname> <given-names>R</given-names></string-name>. <year>2014</year>. <article-title>Rapid Evolution of Virus Sequences in Intrinsically Disordered Protein Regions</article-title>.<string-name><surname>Perez</surname> <given-names>DR</given-names></string-name>, editor. <source>PLoS Pathog</source>. <volume>10</volume>:<fpage>e1004529</fpage>.</mixed-citation></ref>
<ref id="c34"><mixed-citation publication-type="journal"><string-name><surname>Gordon</surname> <given-names>DE</given-names></string-name>, <string-name><surname>Jang</surname> <given-names>GM</given-names></string-name>, <string-name><surname>Bouhaddou</surname> <given-names>M</given-names></string-name>, <string-name><surname>Xu</surname> <given-names>J</given-names></string-name>, <string-name><surname>Obernier</surname> <given-names>K</given-names></string-name>, <string-name><surname>White</surname> <given-names>KM</given-names></string-name>, <string-name><surname>O’Meara</surname> <given-names>MJ</given-names></string-name>, <string-name><surname>Rezelj V</surname> <given-names>V.</given-names></string-name>, <string-name><surname>Guo</surname> <given-names>JZ</given-names></string-name>, <string-name><surname>Swaney</surname> <given-names>DL</given-names></string-name>, <etal>et al.</etal> <year>2020</year>. <article-title>A SARS-CoV-2 protein interaction map reveals targets for drug repurposing</article-title>. <source>Nature</source> <volume>583</volume>:<fpage>459</fpage>–<lpage>468</lpage>.</mixed-citation></ref>
<ref id="c35"><mixed-citation publication-type="journal"><string-name><surname>Greaney</surname> <given-names>AJ</given-names></string-name>, <string-name><surname>Starr</surname> <given-names>TN</given-names></string-name>, <string-name><surname>Bloom</surname> <given-names>JD</given-names></string-name>. <year>2022</year>. <article-title>An antibody-escape estimator for mutations to the SARS-CoV-2 receptor-binding domain</article-title>. <source>Virus Evol</source>. <volume>8</volume>:<fpage>1</fpage>–<lpage>8</lpage>.</mixed-citation></ref>
<ref id="c36"><mixed-citation publication-type="journal"><string-name><surname>Gupta</surname> <given-names>NT</given-names></string-name>, <string-name><surname>Vander Heiden</surname> <given-names>JA</given-names></string-name>, <string-name><surname>Uduman</surname> <given-names>M</given-names></string-name>, <string-name><surname>Gadala-Maria</surname> <given-names>D</given-names></string-name>, <string-name><surname>Yaari</surname> <given-names>G</given-names></string-name>, <string-name><surname>Kleinstein</surname> <given-names>SH</given-names></string-name>. <year>2015</year>. <article-title>Change-O: A toolkit for analyzing large-scale B cell immunoglobulin repertoire sequencing data</article-title>. <source>Bioinformatics</source> <volume>31</volume>:<fpage>3356</fpage>–<lpage>3358</lpage>.</mixed-citation></ref>
<ref id="c37"><mixed-citation publication-type="journal"><string-name><surname>Hadfield</surname> <given-names>J</given-names></string-name>, <string-name><surname>Megill</surname> <given-names>C</given-names></string-name>, <string-name><surname>Bell</surname> <given-names>SM</given-names></string-name>, <string-name><surname>Huddleston</surname> <given-names>J</given-names></string-name>, <string-name><surname>Potter</surname> <given-names>B</given-names></string-name>, <string-name><surname>Callender</surname> <given-names>C</given-names></string-name>, <string-name><surname>Sagulenko</surname> <given-names>P</given-names></string-name>, <string-name><surname>Bedford</surname> <given-names>T</given-names></string-name>, <string-name><surname>Neher</surname> <given-names>RA</given-names></string-name>. <year>2018</year>. <article-title>NextStrain: Real-time tracking of pathogen evolution</article-title>. <source>Bioinformatics</source> <volume>34</volume>:<fpage>4121</fpage>–<lpage>4123</lpage>.</mixed-citation></ref>
<ref id="c38"><mixed-citation publication-type="journal"><string-name><surname>Hagai</surname> <given-names>T</given-names></string-name>, <string-name><surname>Azia</surname> <given-names>A</given-names></string-name>, <string-name><surname>Babu</surname> <given-names>MM</given-names></string-name>, <string-name><surname>Andino</surname> <given-names>R</given-names></string-name>. <year>2014</year>. <article-title>Use of Host-like Peptide Motifs in Viral Proteins Is a Prevalent Strategy in Host-Virus Interactions</article-title>. <source>Cell Rep</source>. <volume>7</volume>:<fpage>1729</fpage>–<lpage>1739</lpage>.</mixed-citation></ref>
<ref id="c39"><mixed-citation publication-type="journal"><string-name><surname>Ho</surname> <given-names>W-L</given-names></string-name>, <string-name><surname>Huang</surname> <given-names>J-R</given-names></string-name>. <year>2022</year>. <article-title>The return of the rings: Evolutionary convergence of aromatic residues in the intrinsically disordered regions of RNA-binding proteins for liquid–liquid phase separation</article-title>. <source>Protein Sci</source>. <volume>31</volume>:<fpage>1</fpage>–<lpage>7</lpage>.</mixed-citation></ref>
<ref id="c40"><mixed-citation publication-type="journal"><string-name><surname>Holland</surname> <given-names>JJ</given-names></string-name>, <string-name><surname>Domingo</surname> <given-names>E</given-names></string-name>. <year>1997</year>. <article-title>RNA virus mutations and fitness for survival</article-title>. <source>Annu. Rev. Microbiol</source>. <volume>51</volume>:<fpage>151</fpage>– <lpage>178</lpage>.</mixed-citation></ref>
<ref id="c41"><mixed-citation publication-type="other"><string-name><surname>Hu</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Lewandowski</surname> <given-names>EM</given-names></string-name>, <string-name><surname>Tan</surname> <given-names>H</given-names></string-name>, <string-name><surname>Morgan</surname> <given-names>RT</given-names></string-name>, <string-name><surname>Zhang</surname> <given-names>X</given-names></string-name>, <string-name><surname>Jacobs</surname> <given-names>MC</given-names></string-name>, <string-name><surname>Butler</surname> <given-names>SG</given-names></string-name>, <string-name><surname>Mongora M</surname> <given-names>V</given-names></string-name>, <string-name><surname>Choy</surname> <given-names>J</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>Y</given-names></string-name>, <etal>et al.</etal> <year>2022</year>. <article-title>Naturally occurring mutations of SARS-CoV-2 main protease confer drug resistance to nirmatrelvir</article-title>. <source>bioRxiv</source>.</mixed-citation></ref>
<ref id="c42"><mixed-citation publication-type="journal"><string-name><surname>Iserman</surname> <given-names>C</given-names></string-name>, <string-name><surname>Roden</surname> <given-names>CA</given-names></string-name>, <string-name><surname>Boerneke</surname> <given-names>MA</given-names></string-name>, <string-name><surname>Sealfon</surname> <given-names>RSG</given-names></string-name>, <string-name><surname>McLaughlin</surname> <given-names>GA</given-names></string-name>, <string-name><surname>Jungreis</surname> <given-names>I</given-names></string-name>, <string-name><surname>Fritch</surname> <given-names>EJ</given-names></string-name>, <string-name><surname>Hou</surname> <given-names>YJ</given-names></string-name>, <string-name><surname>Ekena</surname> <given-names>J</given-names></string-name>, <string-name><surname>Weidmann</surname> <given-names>CA</given-names></string-name>, <etal>et al.</etal> <year>2020</year>. <article-title>Genomic RNA Elements Drive Phase Separation of the SARS-CoV-2 Nucleocapsid</article-title>. <source>Mol. Cell</source> <volume>80</volume>:<fpage>1078</fpage>–<lpage>1091</lpage>.</mixed-citation></ref>
<ref id="c43"><mixed-citation publication-type="journal"><string-name><surname>Jack</surname> <given-names>A</given-names></string-name>, <string-name><surname>Ferro</surname> <given-names>LS</given-names></string-name>, <string-name><surname>Trnka</surname> <given-names>MJ</given-names></string-name>, <string-name><surname>Wehri</surname> <given-names>E</given-names></string-name>, <string-name><surname>Nadgir</surname> <given-names>A</given-names></string-name>, <string-name><surname>Nguyenla</surname> <given-names>X</given-names></string-name>, <string-name><surname>Fox</surname> <given-names>D</given-names></string-name>, <string-name><surname>Costa</surname> <given-names>K</given-names></string-name>, <string-name><surname>Stanley</surname> <given-names>S</given-names></string-name>, <string-name><surname>Schaletzky</surname> <given-names>J</given-names></string-name>, <etal>et al.</etal> <year>2021</year>. <article-title>SARS-CoV-2 nucleocapsid protein forms condensates with viral genomic RNA</article-title>. <source>PLOS Biol</source>. <volume>19</volume>:<fpage>e3001425</fpage>.</mixed-citation></ref>
<ref id="c44"><mixed-citation publication-type="journal"><string-name><surname>Johnson</surname> <given-names>BA</given-names></string-name>, <string-name><surname>Zhou</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Lokugamage</surname> <given-names>KG</given-names></string-name>, <string-name><surname>Vu</surname> <given-names>MN</given-names></string-name>, <string-name><surname>Bopp</surname> <given-names>N</given-names></string-name>, <string-name><surname>Crocquet-Valdes</surname> <given-names>PA</given-names></string-name>, <string-name><surname>Kalveram</surname> <given-names>B</given-names></string-name>, <string-name><surname>Schindewolf</surname> <given-names>C</given-names></string-name>, <string-name><surname>Liu</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Scharton</surname> <given-names>D</given-names></string-name>, <etal>et al.</etal> <year>2022</year>. <article-title>Nucleocapsid mutations in SARS-CoV-2 augment replication and pathogenesis</article-title>. <source>PLOS Pathog</source>. <volume>18</volume>:<fpage>e1010627</fpage>.</mixed-citation></ref>
<ref id="c45"><mixed-citation publication-type="journal"><string-name><surname>Kar</surname> <given-names>M</given-names></string-name>, <string-name><surname>Dar</surname> <given-names>F</given-names></string-name>, <string-name><surname>Welsh</surname> <given-names>TJ</given-names></string-name>, <string-name><surname>Vogel</surname> <given-names>LT</given-names></string-name>, <string-name><surname>Kühnemuth</surname> <given-names>R</given-names></string-name>, <string-name><surname>Majumdar</surname> <given-names>A</given-names></string-name>, <string-name><surname>Krainer</surname> <given-names>G</given-names></string-name>, <string-name><surname>Franzmann</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Alberti</surname> <given-names>S</given-names></string-name>, <string-name><surname>Seidel</surname> <given-names>CAM</given-names></string-name>, <etal>et al.</etal> <year>2022</year>. <article-title>Phase-separating RNA-binding proteins form heterogeneous distributions of clusters in subsaturated solutions</article-title>. <source>Proc. Natl. Acad. Sci</source>. <volume>119</volume>:<fpage>1</fpage>–<lpage>30</lpage>.</mixed-citation></ref>
<ref id="c46"><mixed-citation publication-type="journal"><string-name><surname>Kepler</surname> <given-names>L</given-names></string-name>, <string-name><surname>Hamins-Puertolas</surname> <given-names>M</given-names></string-name>, <string-name><surname>Rasmussen</surname> <given-names>DA</given-names></string-name>. <year>2021</year>. <article-title>Decomposing the sources of SARS-CoV-2 fitness variation in the United States</article-title>. <source>Virus Evol</source>. <volume>7</volume>.</mixed-citation></ref>
<ref id="c47"><mixed-citation publication-type="journal"><string-name><surname>Klein</surname> <given-names>S</given-names></string-name>, <string-name><surname>Cortese</surname> <given-names>M</given-names></string-name>, <string-name><surname>Winter</surname> <given-names>SL</given-names></string-name>, <string-name><surname>Wachsmuth-Melm</surname> <given-names>M</given-names></string-name>, <string-name><surname>Neufeldt</surname> <given-names>CJ</given-names></string-name>, <string-name><surname>Cerikan</surname> <given-names>B</given-names></string-name>, <string-name><surname>Stanifer</surname> <given-names>ML</given-names></string-name>, <string-name><surname>Boulant</surname> <given-names>S</given-names></string-name>, <string-name><surname>Bartenschlager</surname> <given-names>R</given-names></string-name>, <string-name><surname>Chlanda</surname> <given-names>P</given-names></string-name>. <year>2020</year>. <article-title>SARS-CoV-2 structure and replication characterized by in situ cryo-electron tomography</article-title>. <source>Nat. Commun</source>. <volume>11</volume>:<fpage>5885</fpage>.</mixed-citation></ref>
<ref id="c48"><mixed-citation publication-type="journal"><string-name><surname>Kruse</surname> <given-names>T</given-names></string-name>, <string-name><surname>Benz</surname> <given-names>C</given-names></string-name>, <string-name><surname>Garvanska</surname> <given-names>DH</given-names></string-name>, <string-name><surname>Lindqvist</surname> <given-names>R</given-names></string-name>, <string-name><surname>Mihalic</surname> <given-names>F</given-names></string-name>, <string-name><surname>Coscia</surname> <given-names>F</given-names></string-name>, <string-name><surname>Inturi</surname> <given-names>R</given-names></string-name>, <string-name><surname>Sayadi</surname> <given-names>A</given-names></string-name>, <string-name><surname>Simonetti</surname> <given-names>L</given-names></string-name>, <string-name><surname>Nilsson</surname> <given-names>E</given-names></string-name>, <etal>et al.</etal> <year>2021</year>. <article-title>Large scale discovery of coronavirus-host factor protein interaction motifs reveals SARS-CoV-2 specific mechanisms and vulnerabilities</article-title>. <source>Nat. Commun</source>. <volume>12</volume>:<fpage>1</fpage>–<lpage>13</lpage>.</mixed-citation></ref>
<ref id="c49"><mixed-citation publication-type="journal"><string-name><surname>Kuo</surname> <given-names>L</given-names></string-name>, <string-name><surname>Hurst-Hess</surname> <given-names>KR</given-names></string-name>, <string-name><surname>Koetzner</surname> <given-names>CA</given-names></string-name>, <string-name><surname>Masters</surname> <given-names>PS</given-names></string-name>. <year>2016</year>. <article-title>Analyses of Coronavirus Assembly Interactions with Interspecies Membrane and Nucleocapsid Protein Chimeras</article-title>.<string-name><surname>Perlman</surname> <given-names>S</given-names></string-name>, editor. <source>J. Virol</source>. <volume>90</volume>:<fpage>4357</fpage>–<lpage>4368</lpage>.</mixed-citation></ref>
<ref id="c50"><mixed-citation publication-type="journal"><string-name><surname>Lafforgue</surname> <given-names>G</given-names></string-name>, <string-name><surname>Michon</surname> <given-names>T</given-names></string-name>, <string-name><surname>Charon</surname> <given-names>J</given-names></string-name>. <year>2022</year>. <article-title>Analysis of the Contribution of Intrinsic Disorder in Shaping Potyvirus Genetic Diversity</article-title>. <source>Viruses</source> <volume>14</volume>:<fpage>1959</fpage>.</mixed-citation></ref>
<ref id="c51"><mixed-citation publication-type="journal"><string-name><surname>Lässig</surname> <given-names>M</given-names></string-name>, <string-name><surname>Mustonen</surname> <given-names>V</given-names></string-name>, <string-name><surname>Walczak</surname> <given-names>AM</given-names></string-name>. <year>2017</year>. <article-title>Predicting evolution. <italic>Nat</italic></article-title>. <source>Ecol. Evol</source>. <volume>1</volume>:<fpage>0077</fpage>.</mixed-citation></ref>
<ref id="c52"><mixed-citation publication-type="journal"><string-name><surname>Leary</surname> <given-names>S</given-names></string-name>, <string-name><surname>Gaudieri</surname> <given-names>S</given-names></string-name>, <string-name><surname>Parker</surname> <given-names>MD</given-names></string-name>, <string-name><surname>Chopra</surname> <given-names>A</given-names></string-name>, <string-name><surname>James</surname> <given-names>I</given-names></string-name>, <string-name><surname>Pakala</surname> <given-names>S</given-names></string-name>, <string-name><surname>Alves</surname> <given-names>E</given-names></string-name>, <string-name><surname>John</surname> <given-names>M</given-names></string-name>, <string-name><surname>Lindsey</surname> <given-names>BB</given-names></string-name>, <string-name><surname>Keeley</surname> <given-names>AJ</given-names></string-name>, <etal>et al.</etal> <year>2021</year>. <article-title>Generation of a novel sars-cov-2 sub-genomic rna due to the r203k/ g204r variant in nucleocapsid: Homologous recombination has potential to change sars-cov-2 at both protein and rna level</article-title>. <source>Pathog. Immun</source>. <volume>6</volume>:<fpage>27</fpage>–<lpage>49</lpage>.</mixed-citation></ref>
<ref id="c53"><mixed-citation publication-type="journal"><string-name><surname>Li</surname> <given-names>JY</given-names></string-name>, <string-name><surname>Liao</surname> <given-names>CH</given-names></string-name>, <string-name><surname>Wang</surname> <given-names>Q</given-names></string-name>, <string-name><surname>Tan</surname> <given-names>YJ</given-names></string-name>, <string-name><surname>Luo</surname> <given-names>R</given-names></string-name>, <string-name><surname>Qiu</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Ge</surname> <given-names>XY</given-names></string-name>. <year>2020</year>. <article-title>The ORF6, ORF8 and nucleocapsid proteins of SARS-CoV-2 inhibit type I interferon signaling pathway</article-title>. <source>Virus Res</source>. <volume>286</volume>:<fpage>198074</fpage>.</mixed-citation></ref>
<ref id="c54"><mixed-citation publication-type="journal"><string-name><surname>Liberles</surname> <given-names>DA</given-names></string-name>, <string-name><surname>Teichmann</surname> <given-names>SA</given-names></string-name>, <string-name><surname>Bahar</surname> <given-names>I</given-names></string-name>, <string-name><surname>Bastolla</surname> <given-names>U</given-names></string-name>, <string-name><surname>Bloom</surname> <given-names>J</given-names></string-name>, <string-name><surname>Bornberg-Bauer</surname> <given-names>E</given-names></string-name>, <string-name><surname>Colwell</surname> <given-names>LJ</given-names></string-name>, <string-name><surname>De Koning</surname> <given-names>APJ</given-names></string-name>, <string-name><surname>Dokholyan N</surname> <given-names>V.</given-names></string-name>, <string-name><surname>Echave</surname> <given-names>J</given-names></string-name>, <etal>et al.</etal> <year>2012</year>. <article-title>The interface of protein structure, protein biophysics, and molecular evolution</article-title>. <source>Protein Sci</source>. <volume>21</volume>:<fpage>769</fpage>–<lpage>785</lpage>.</mixed-citation></ref>
<ref id="c55"><mixed-citation publication-type="journal"><string-name><surname>Lin</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Currie</surname> <given-names>SL</given-names></string-name>, <string-name><surname>Rosen</surname> <given-names>MK</given-names></string-name>. <year>2017</year>. <article-title>Intrinsically disordered sequences enable modulation of protein phase separation through distributed tyrosine motifs</article-title>. <source>J. Biol. Chem</source>. <volume>292</volume>:<fpage>19110</fpage>–<lpage>19120</lpage>.</mixed-citation></ref>
<ref id="c56"><mixed-citation publication-type="journal"><string-name><surname>López-Muñoz</surname> <given-names>AD</given-names></string-name>, <string-name><surname>Kosik</surname> <given-names>I</given-names></string-name>, <string-name><surname>Holly</surname> <given-names>J</given-names></string-name>, <string-name><surname>Yewdell</surname> <given-names>JW</given-names></string-name>. <year>2022</year>. <article-title>Cell surface SARS-CoV-2 nucleocapsid protein modulates innate and adaptive immunity</article-title>. <source>Sci. Adv</source>. <volume>8</volume>:<fpage>eabp9770</fpage>.</mixed-citation></ref>
<ref id="c57"><mixed-citation publication-type="journal"><string-name><surname>Lu</surname> <given-names>S</given-names></string-name>, <string-name><surname>Ye</surname> <given-names>Q</given-names></string-name>, <string-name><surname>Singh</surname> <given-names>D</given-names></string-name>, <string-name><surname>Cao</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Diedrich</surname> <given-names>JK</given-names></string-name>, <string-name><surname>Yates</surname> <given-names>JR</given-names></string-name>, <string-name><surname>Villa</surname> <given-names>E</given-names></string-name>, <string-name><surname>Cleveland</surname> <given-names>DW</given-names></string-name>, <string-name><surname>Corbett</surname> <given-names>KD</given-names></string-name>. <year>2021</year>. <article-title>The SARS-CoV-2 nucleocapsid phosphoprotein forms mutually exclusive condensates with RNA and the membrane-associated M protein</article-title>. <source>Nat. Commun</source>. <volume>12</volume>:<fpage>502</fpage>.</mixed-citation></ref>
<ref id="c58"><mixed-citation publication-type="journal"><string-name><surname>Ma</surname> <given-names>J</given-names></string-name>, <string-name><surname>Zhao</surname> <given-names>H</given-names></string-name>, <string-name><surname>Sandmaier</surname> <given-names>J</given-names></string-name>, <string-name><surname>Liddle</surname> <given-names>JA</given-names></string-name>, <string-name><surname>Schuck</surname> <given-names>P</given-names></string-name>. <year>2016</year>. <article-title>Variable-field analytical ultracentrifugation: II. Gravitational sweep sedimentation</article-title>. <source>Biophys. J</source>. <volume>110</volume>:<fpage>103</fpage>–<lpage>112</lpage>.</mixed-citation></ref>
<ref id="c59"><mixed-citation publication-type="journal"><string-name><surname>Masters</surname> <given-names>PS</given-names></string-name>. <year>2019</year>. <article-title>Coronavirus genomic RNA packaging</article-title>. <source>Virology</source> <volume>537</volume>:<fpage>198</fpage>–<lpage>207</lpage>.</mixed-citation></ref>
<ref id="c60"><mixed-citation publication-type="journal"><string-name><surname>Mears H</surname> <given-names>V</given-names></string-name>, <string-name><surname>Young</surname> <given-names>GR</given-names></string-name>, <string-name><surname>Sanderson</surname> <given-names>T</given-names></string-name>, <string-name><surname>Harvey</surname> <given-names>R</given-names></string-name>, <string-name><surname>Crawford</surname> <given-names>M</given-names></string-name>, <string-name><surname>Snell</surname> <given-names>DM</given-names></string-name>, <string-name><surname>Fowler</surname> <given-names>AS</given-names></string-name>, <string-name><surname>Hussain</surname> <given-names>S</given-names></string-name>, <string-name><surname>Nicod</surname> <given-names>J</given-names></string-name>, <string-name><surname>Peacock</surname> <given-names>TP</given-names></string-name>, <etal>et al.</etal> <year>2022</year>. <article-title>Emergence of new subgenomic mRNAs in SARS-CoV-2</article-title>. <source>bioRxiv</source>:2022.04.20.488895.</mixed-citation></ref>
<ref id="c61"><mixed-citation publication-type="journal"><string-name><surname>Mihalič</surname> <given-names>F</given-names></string-name>, <string-name><surname>Simonetti</surname> <given-names>L</given-names></string-name>, <string-name><surname>Giudice</surname> <given-names>G</given-names></string-name>, <string-name><surname>Sander</surname> <given-names>MR</given-names></string-name>, <string-name><surname>Lindqvist</surname> <given-names>R</given-names></string-name>, <string-name><surname>Peters</surname> <given-names>MBA</given-names></string-name>, <string-name><surname>Benz</surname> <given-names>C</given-names></string-name>, <string-name><surname>Kassa</surname> <given-names>E</given-names></string-name>, <string-name><surname>Badgujar</surname> <given-names>D</given-names></string-name>, <string-name><surname>Inturi</surname> <given-names>R</given-names></string-name>, <etal>et al.</etal> <year>2023</year>. <article-title>Large-scale phage-based screening reveals extensive pan-viral mimicry of host short linear motifs</article-title>. <source>Nat. Commun</source>. <volume>14</volume>:<fpage>2409</fpage>.</mixed-citation></ref>
<ref id="c62"><mixed-citation publication-type="journal"><string-name><surname>Mirdita</surname> <given-names>M</given-names></string-name>, <string-name><surname>Schütze</surname> <given-names>K</given-names></string-name>, <string-name><surname>Moriwaki</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Heo</surname> <given-names>L</given-names></string-name>, <string-name><surname>Ovchinnikov</surname> <given-names>S</given-names></string-name>, <string-name><surname>Steinegger</surname> <given-names>M</given-names></string-name>. <year>2022</year>. <article-title>ColabFold: making protein folding accessible to all</article-title>. <source>Nat. Methods</source> <volume>19</volume>:<fpage>679</fpage>–<lpage>682</lpage>.</mixed-citation></ref>
<ref id="c63"><mixed-citation publication-type="journal"><string-name><surname>Moses</surname> <given-names>D</given-names></string-name>, <string-name><surname>Ginell</surname> <given-names>GM</given-names></string-name>, <string-name><surname>Holehouse</surname> <given-names>AS</given-names></string-name>, <string-name><surname>Sukenik</surname> <given-names>S</given-names></string-name>. <year>2023</year>. <article-title>Intrinsically disordered regions are poised to act as sensors of cellular chemistry</article-title>. <source>Trends Biochem. Sci. xx</source>.</mixed-citation></ref>
<ref id="c64"><mixed-citation publication-type="journal"><string-name><surname>Obermeyer</surname> <given-names>F</given-names></string-name>, <string-name><surname>Jankowiak</surname> <given-names>M</given-names></string-name>, <string-name><surname>Barkas</surname> <given-names>N</given-names></string-name>, <string-name><surname>Schaffner</surname> <given-names>SF</given-names></string-name>, <string-name><surname>Pyle</surname> <given-names>JD</given-names></string-name>, <string-name><surname>Yurkovetskiy</surname> <given-names>L</given-names></string-name>, <string-name><surname>Bosso</surname> <given-names>M</given-names></string-name>, <string-name><surname>Park</surname> <given-names>DJ</given-names></string-name>, <string-name><surname>Babadi</surname> <given-names>M</given-names></string-name>, <string-name><surname>MacInnis</surname> <given-names>BL</given-names></string-name>, <etal>et al.</etal> <year>2022</year>. <article-title>Analysis of 6.4 million SARS-CoV-2 genomes identifies mutations associated with fitness</article-title>. <source>Science</source> <volume>1208</volume>:<fpage>1</fpage>–<lpage>14</lpage>.</mixed-citation></ref>
<ref id="c65"><mixed-citation publication-type="journal"><string-name><surname>Osorio</surname> <given-names>D</given-names></string-name>, <string-name><surname>Rondón-Villarreal</surname> <given-names>P</given-names></string-name>, <string-name><surname>Torres</surname> <given-names>R</given-names></string-name>. <year>2015</year>. <article-title>Peptides: A package for data mining of antimicrobial peptides</article-title>. <source>R J</source>. <volume>7</volume>:<fpage>4</fpage>–<lpage>14</lpage>.</mixed-citation></ref>
<ref id="c66"><mixed-citation publication-type="journal"><string-name><surname>Oulas</surname> <given-names>A</given-names></string-name>, <string-name><surname>Zanti</surname> <given-names>M</given-names></string-name>, <string-name><surname>Tomazou</surname> <given-names>M</given-names></string-name>, <string-name><surname>Zachariou</surname> <given-names>M</given-names></string-name>, <string-name><surname>Minadakis</surname> <given-names>G</given-names></string-name>, <string-name><surname>Bourdakou</surname> <given-names>MM</given-names></string-name>, <string-name><surname>Pavlidis</surname> <given-names>P</given-names></string-name>, <string-name><surname>Spyrou</surname> <given-names>GM</given-names></string-name>. <year>2021</year>. <article-title>Generalized linear models provide a measure of virulence for specific mutations in SARS-cov-2 strains</article-title>. <source>PLoS One</source> <volume>16</volume>:<fpage>1</fpage>–<lpage>17</lpage>.</mixed-citation></ref>
<ref id="c67"><mixed-citation publication-type="journal"><string-name><surname>Pan</surname> <given-names>P</given-names></string-name>, <string-name><surname>Shen</surname> <given-names>M</given-names></string-name>, <string-name><surname>Yu</surname> <given-names>Z</given-names></string-name>, <string-name><surname>Ge</surname> <given-names>W</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>K</given-names></string-name>, <string-name><surname>Tian</surname> <given-names>M</given-names></string-name>, <string-name><surname>Xiao</surname> <given-names>F</given-names></string-name>, <string-name><surname>Wang</surname> <given-names>Z</given-names></string-name>, <string-name><surname>Wang</surname> <given-names>J</given-names></string-name>, <string-name><surname>Jia</surname> <given-names>Y</given-names></string-name>, <etal>et al.</etal> <year>2021</year>. <article-title>SARS-CoV-2 N protein promotes NLRP3 inflammasome activation to induce hyperinflammation</article-title>. <source>Nat. Commun</source>. <volume>12</volume>:<fpage>1</fpage>–<lpage>17</lpage>.</mixed-citation></ref>
<ref id="c68"><mixed-citation publication-type="journal"><string-name><surname>Papadopoulos</surname> <given-names>JS</given-names></string-name>, <string-name><surname>Agarwala</surname> <given-names>R</given-names></string-name>. <year>2007</year>. <article-title>COBALT: constraint-based alignment tool for multiple protein sequences</article-title>. <source>Bioinformatics</source> <volume>23</volume>:<fpage>1073</fpage>–<lpage>1079</lpage>.</mixed-citation></ref>
<ref id="c69"><mixed-citation publication-type="journal"><string-name><surname>Pappu R</surname> <given-names>V</given-names></string-name>, <string-name><surname>Cohen</surname> <given-names>SR</given-names></string-name>, <string-name><surname>Dar</surname> <given-names>F</given-names></string-name>, <string-name><surname>Farag</surname> <given-names>M</given-names></string-name>, <string-name><surname>Kar</surname> <given-names>M</given-names></string-name>. <year>2023</year>. <article-title>Phase Transitions of Associative Biomacromolecules</article-title>. <source>Chem. Rev</source>.</mixed-citation></ref>
<ref id="c70"><mixed-citation publication-type="journal"><string-name><surname>Perdikari</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Murthy</surname> <given-names>AC</given-names></string-name>, <string-name><surname>Ryan</surname> <given-names>VH</given-names></string-name>, <string-name><surname>Watters</surname> <given-names>S</given-names></string-name>, <string-name><surname>Naik</surname> <given-names>MT</given-names></string-name>, <string-name><surname>Fawzi</surname> <given-names>NL</given-names></string-name>. <year>2020</year>. <article-title>SARS-CoV-2 nucleocapsid protein phase-separates with RNA and with human hnRNPs</article-title>. <source>EMBO J</source>. <volume>39</volume>:<fpage>1</fpage>–<lpage>35</lpage>.</mixed-citation></ref>
<ref id="c71"><mixed-citation publication-type="journal"><string-name><surname>Pettersen</surname> <given-names>EF</given-names></string-name>, <string-name><surname>Goddard</surname> <given-names>TD</given-names></string-name>, <string-name><surname>Huang</surname> <given-names>CC</given-names></string-name>, <string-name><surname>Meng</surname> <given-names>EC</given-names></string-name>, <string-name><surname>Couch</surname> <given-names>GS</given-names></string-name>, <string-name><surname>Croll</surname> <given-names>TI</given-names></string-name>, <string-name><surname>Morris</surname> <given-names>JH</given-names></string-name>, <string-name><surname>Ferrin</surname> <given-names>TE</given-names></string-name>. <year>2021</year>. <article-title>UCSF ChimeraX: Structure visualization for researchers, educators, and developers</article-title>. <source>Protein Sci</source>. <volume>30</volume>:<fpage>70</fpage>– <lpage>82</lpage>.</mixed-citation></ref>
<ref id="c72"><mixed-citation publication-type="journal"><string-name><surname>Pontoriero</surname> <given-names>L</given-names></string-name>, <string-name><surname>Schiavina</surname> <given-names>M</given-names></string-name>, <string-name><surname>Korn</surname> <given-names>SM</given-names></string-name>, <string-name><surname>Schlundt</surname> <given-names>A</given-names></string-name>, <string-name><surname>Pierattelli</surname> <given-names>R</given-names></string-name>, <string-name><surname>Felli</surname> <given-names>IC</given-names></string-name>. <year>2022</year>. <article-title>NMR Reveals Specific Tracts within the Intrinsically Disordered Regions of the SARS-CoV-2 Nucleocapsid Protein Involved in RNA Encountering</article-title>. <source>Biomolecules</source> <volume>12</volume>:<fpage>929</fpage>.</mixed-citation></ref>
<ref id="c73"><mixed-citation publication-type="journal"><string-name><surname>Redzic</surname> <given-names>JS</given-names></string-name>, <string-name><surname>Lee</surname> <given-names>E</given-names></string-name>, <string-name><surname>Born</surname> <given-names>A</given-names></string-name>, <string-name><surname>Issaian</surname> <given-names>A</given-names></string-name>, <string-name><surname>Henen</surname> <given-names>MA</given-names></string-name>, <string-name><surname>Nichols</surname> <given-names>PJ</given-names></string-name>, <string-name><surname>Blue</surname> <given-names>A</given-names></string-name>, <string-name><surname>Hansen</surname> <given-names>KC</given-names></string-name>, <string-name><surname>D’Alessandro</surname> <given-names>A</given-names></string-name>, <string-name><surname>Vögeli</surname> <given-names>B</given-names></string-name>, <etal>et al.</etal> <year>2021</year>. <article-title>The Inherent Dynamics and Interaction Sites of the SARS-CoV-2 Nucleocapsid N-Terminal Region</article-title>. <source>J. Mol. Biol</source>. <volume>433</volume>:<fpage>167108</fpage>.</mixed-citation></ref>
<ref id="c74"><mixed-citation publication-type="journal"><string-name><surname>Riback</surname> <given-names>JA</given-names></string-name>, <string-name><surname>Katanski</surname> <given-names>CD</given-names></string-name>, <string-name><surname>Kear-Scott</surname> <given-names>JL</given-names></string-name>, <string-name><surname>Pilipenko E</surname> <given-names>V.</given-names></string-name>, <string-name><surname>Rojek</surname> <given-names>AE</given-names></string-name>, <string-name><surname>Sosnick</surname> <given-names>TR</given-names></string-name>, <string-name><surname>Drummond</surname> <given-names>DA</given-names></string-name>. <year>2017</year>. <article-title>Stress-Triggered Phase Separation Is an Adaptive, Evolutionarily Tuned Response</article-title>. <source>Cell</source> <volume>168</volume>:<fpage>1028</fpage>–<lpage>1040</lpage>.e19.</mixed-citation></ref>
<ref id="c75"><mixed-citation publication-type="journal"><string-name><surname>Rochman</surname> <given-names>ND</given-names></string-name>, <string-name><surname>Wolf</surname> <given-names>YI</given-names></string-name>, <string-name><surname>Faure</surname> <given-names>G</given-names></string-name>, <string-name><surname>Mutz</surname> <given-names>P</given-names></string-name>, <string-name><surname>Zhang</surname> <given-names>F</given-names></string-name>, <string-name><surname>Koonin E</surname> <given-names>V</given-names></string-name>. <year>2021</year>. <article-title>Ongoing global and regional adaptive evolution of SARS-CoV-2</article-title>. <source>Proc. Natl. Acad. Sci. U. S. A</source>. <volume>118</volume>:<fpage>1</fpage>–<lpage>10</lpage>.</mixed-citation></ref>
<ref id="c76"><mixed-citation publication-type="journal"><string-name><surname>Roden</surname> <given-names>CA</given-names></string-name>, <string-name><surname>Dai</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Giannetti</surname> <given-names>CA</given-names></string-name>, <string-name><surname>Seim</surname> <given-names>I</given-names></string-name>, <string-name><surname>Lee</surname> <given-names>M</given-names></string-name>, <string-name><surname>Sealfon</surname> <given-names>R</given-names></string-name>, <string-name><surname>McLaughlin</surname> <given-names>GA</given-names></string-name>, <string-name><surname>Boerneke</surname> <given-names>MA</given-names></string-name>, <string-name><surname>Iserman</surname> <given-names>C</given-names></string-name>, <string-name><surname>Wey</surname> <given-names>SA</given-names></string-name>, <etal>et al.</etal> <year>2022</year>. <article-title>Double-stranded RNA drives SARS-CoV-2 nucleocapsid protein to undergo phase separation at specific temperatures</article-title>. <source>Nucleic Acids Res</source>. <volume>50</volume>:<fpage>8168</fpage>–<lpage>8192</lpage>.</mixed-citation></ref>
<ref id="c77"><mixed-citation publication-type="journal"><string-name><surname>Różycki</surname> <given-names>B</given-names></string-name>, <string-name><surname>Boura</surname> <given-names>E</given-names></string-name>. <year>2022</year>. <article-title>Conformational ensemble of the full-length SARS-CoV-2 nucleocapsid (N) protein based on molecular simulations and SAXS data</article-title>. <source>Biophys. Chem</source>. <volume>288</volume>:<fpage>106843</fpage>.</mixed-citation></ref>
<ref id="c78"><mixed-citation publication-type="journal"><string-name><surname>Saldivar-Espinoza</surname> <given-names>B</given-names></string-name>, <string-name><surname>Garcia-Segura</surname> <given-names>P</given-names></string-name>, <string-name><surname>Novau-Ferré</surname> <given-names>N</given-names></string-name>, <string-name><surname>Macip</surname> <given-names>G</given-names></string-name>, <string-name><surname>Martínez</surname> <given-names>R</given-names></string-name>, <string-name><surname>Puigbò</surname> <given-names>P</given-names></string-name>, <string-name><surname>Cereto-Massagué</surname> <given-names>A</given-names></string-name>, <string-name><surname>Pujadas</surname> <given-names>G</given-names></string-name>, <string-name><surname>Garcia-Vallve</surname> <given-names>S</given-names></string-name>. <year>2023</year>. <article-title>The Mutational Landscape of SARS-CoV-2</article-title>. <source>Int. J. Mol. Sci</source>. <volume>24</volume>.</mixed-citation></ref>
<ref id="c79"><mixed-citation publication-type="journal"><string-name><surname>Saldivar-Espinoza</surname> <given-names>B</given-names></string-name>, <string-name><surname>Macip</surname> <given-names>G</given-names></string-name>, <string-name><surname>Pujadas</surname> <given-names>G</given-names></string-name>, <string-name><surname>Garcia-Vallve</surname> <given-names>S</given-names></string-name>. <year>2022</year>. <article-title>Could nucleocapsid be a next-generation COVID-19 vaccine candidate?</article-title> <source>Int. J. Infect. Dis</source>.:<fpage>4</fpage>–<lpage>7</lpage>.</mixed-citation></ref>
<ref id="c80"><mixed-citation publication-type="journal"><string-name><surname>Savastano</surname> <given-names>A</given-names></string-name>, <string-name><given-names>Ibáñez</given-names> <surname>de Opakua A</surname></string-name>, <string-name><surname>Rankovic</surname> <given-names>M</given-names></string-name>, <string-name><surname>Zweckstetter</surname> <given-names>M</given-names></string-name>. <year>2020</year>. <article-title>Nucleocapsid protein of SARS-CoV-2 phase separates into RNA-rich polymerase-containing condensates</article-title>. <source>Nat. Commun</source>. <volume>11</volume>:<fpage>6041</fpage>.</mixed-citation></ref>
<ref id="c81"><mixed-citation publication-type="book"><string-name><surname>Schuck</surname> <given-names>P</given-names></string-name>. <year>2016</year>. <source>Sedimentation Velocity Analytical Ultracentrifugation: Discrete Species and Size-Distributions of Macromolecules and Particles</source>. <publisher-loc>Boca Raton, FL</publisher-loc>: <publisher-name>CRC Press</publisher-name></mixed-citation></ref>
<ref id="c82"><mixed-citation publication-type="book"><string-name><surname>Schuck</surname> <given-names>P</given-names></string-name>, <string-name><surname>Zhao</surname> <given-names>H</given-names></string-name>. <year>2017</year>. <source>Sedimentation Velocity Analytical Ultracentrifugation: Interacting Systems</source>. <publisher-loc>Boca Raton, FL</publisher-loc>: <publisher-name>CRC Press</publisher-name></mixed-citation></ref>
<ref id="c83"><mixed-citation publication-type="other"><string-name><surname>Schuck</surname> <given-names>P</given-names></string-name>, <string-name><surname>Zhao</surname> <given-names>H</given-names></string-name>. <year>2023</year>. <article-title>Diversity of Short Linear Interaction Motifs in SARS-CoV-2 Nucleocapsid Protein</article-title>. <source>MBio</source> in press.</mixed-citation></ref>
<ref id="c84"><mixed-citation publication-type="book"><string-name><surname>Schuck</surname> <given-names>P</given-names></string-name>, <string-name><surname>Zhao</surname> <given-names>H</given-names></string-name>, <string-name><surname>Brautigam</surname> <given-names>CA</given-names></string-name>, <string-name><surname>Ghirlando</surname> <given-names>R</given-names></string-name>. <year>2015</year>. <source>Basic Principles of Analytical Ultracentrifugation</source>. <publisher-loc>Boca Raton, FL</publisher-loc>: <publisher-name>CRC Press</publisher-name></mixed-citation></ref>
<ref id="c85"><mixed-citation publication-type="journal"><string-name><surname>Serohijos</surname> <given-names>AWR</given-names></string-name>, <string-name><surname>Shakhnovich</surname> <given-names>EI</given-names></string-name>. <year>2014</year>. <article-title>Merging molecular mechanism and evolution: Theory and computation at the interface of biophysics and evolutionary population genetics</article-title>. <source>Curr. Opin. Struct. Biol</source>. <volume>26</volume>:<fpage>84</fpage>–<lpage>91</lpage>.</mixed-citation></ref>
<ref id="c86"><mixed-citation publication-type="journal"><string-name><surname>Shuler</surname> <given-names>G</given-names></string-name>, <string-name><surname>Hagai</surname> <given-names>T</given-names></string-name>. <year>2022</year>. <article-title>Rapidly evolving viral motifs mostly target biophysically constrained binding pockets of host proteins</article-title>. <source>Cell Rep</source>. <volume>40</volume>:<fpage>111212</fpage>.</mixed-citation></ref>
<ref id="c87"><mixed-citation publication-type="journal"><string-name><surname>Sikosek</surname> <given-names>T</given-names></string-name>, <string-name><surname>Chan</surname> <given-names>HS</given-names></string-name>. <year>2014</year>. <article-title>Biophysics of protein evolution and evolutionary protein biophysics</article-title>. <source>J. R. Soc. Interface</source> <volume>11</volume>:<fpage>20140419</fpage>.</mixed-citation></ref>
<ref id="c88"><mixed-citation publication-type="journal"><string-name><surname>de Silva</surname> <given-names>TI</given-names></string-name>, <string-name><surname>Liu</surname> <given-names>G</given-names></string-name>, <string-name><surname>Lindsey</surname> <given-names>BB</given-names></string-name>, <string-name><surname>Dong</surname> <given-names>D</given-names></string-name>, <string-name><surname>Moore</surname> <given-names>SC</given-names></string-name>, <string-name><surname>Hsu</surname> <given-names>NS</given-names></string-name>, <string-name><surname>Shah</surname> <given-names>D</given-names></string-name>, <string-name><surname>Wellington</surname> <given-names>D</given-names></string-name>, <string-name><surname>Mentzer</surname> <given-names>AJ</given-names></string-name>, <string-name><surname>Angyal</surname> <given-names>A</given-names></string-name>, <etal>et al.</etal> <year>2021</year>. <article-title>The impact of viral mutations on recognition by SARS-CoV-2 specific T cells</article-title>. <source>iScience</source> <volume>24</volume>.</mixed-citation></ref>
<ref id="c89"><mixed-citation publication-type="journal"><string-name><surname>Starr</surname> <given-names>TN</given-names></string-name>, <string-name><surname>Thornton</surname> <given-names>JW</given-names></string-name>. <year>2016</year>. <article-title>Epistasis in protein evolution</article-title>. <source>Protein Sci</source>. <volume>25</volume>:<fpage>1204</fpage>–<lpage>1218</lpage>.</mixed-citation></ref>
<ref id="c90"><mixed-citation publication-type="journal"><string-name><surname>Stevens</surname> <given-names>LJ</given-names></string-name>, <string-name><surname>Pruijssers</surname> <given-names>AJ</given-names></string-name>, <string-name><surname>Lee</surname> <given-names>HW</given-names></string-name>, <string-name><surname>Gordon</surname> <given-names>CJ</given-names></string-name>, <string-name><surname>Tchesnokov</surname> <given-names>EP</given-names></string-name>, <string-name><surname>Gribble</surname> <given-names>J</given-names></string-name>, <string-name><surname>George</surname> <given-names>AS</given-names></string-name>, <string-name><surname>Hughes</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Lu</surname> <given-names>X</given-names></string-name>, <string-name><surname>Li</surname> <given-names>J</given-names></string-name>, <etal>et al.</etal> <year>2022</year>. <article-title>Mutations in the SARS-CoV-2 RNA-dependent RNA polymerase confer resistance to remdesivir by distinct mechanisms</article-title>. <source>Sci. Transl. Med</source>. <volume>14</volume>:<fpage>eabo0718</fpage>.</mixed-citation></ref>
<ref id="c91"><mixed-citation publication-type="journal"><string-name><surname>Syed</surname> <given-names>AM</given-names></string-name>, <string-name><surname>Ciling</surname> <given-names>A</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>IP</given-names></string-name>, <string-name><surname>Carlson</surname> <given-names>CR</given-names></string-name>, <string-name><surname>Adly</surname> <given-names>A</given-names></string-name>, <string-name><surname>Martin</surname> <given-names>H</given-names></string-name>, <string-name><surname>Taha</surname> <given-names>TY</given-names></string-name>, <string-name><surname>Khalid</surname> <given-names>MM</given-names></string-name>, <string-name><surname>Bouhaddou</surname> <given-names>M</given-names></string-name>, <string-name><surname>Ummadi</surname> <given-names>M</given-names></string-name>, <etal>et al.</etal> <year>2023</year>. <article-title>SARS-CoV-2 evolution balances conflicting roles of N protein phosphorylation</article-title>. <source>Available SSRN</source> <ext-link ext-link-type="uri" xlink:href="https://ssrn.com/abstract=4472729">https://ssrn.com/abstract=4472729</ext-link>.</mixed-citation></ref>
<ref id="c92"><mixed-citation publication-type="other"><string-name><surname>Syed</surname> <given-names>AM</given-names></string-name>, <string-name><surname>Ciling</surname> <given-names>A</given-names></string-name>, <string-name><surname>Khalid</surname> <given-names>MM</given-names></string-name>, <string-name><surname>Sreekumar</surname> <given-names>B</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>P-Y</given-names></string-name>, <string-name><surname>Kumar</surname> <given-names>GR</given-names></string-name>, <string-name><surname>Silva</surname> <given-names>I</given-names></string-name>, <string-name><surname>Milbes</surname> <given-names>B</given-names></string-name>, <string-name><surname>Kojima</surname> <given-names>N</given-names></string-name>, <string-name><surname>Hess</surname> <given-names>V</given-names></string-name>, <etal>et al.</etal> <year>2022</year>. <article-title>Omicron mutations enhance infectivity and reduce antibody neutralization of SARS-CoV-2 virus-like particles</article-title>. <source>medRxiv Prepr. Serv. Heal. Sci</source>.</mixed-citation></ref>
<ref id="c93"><mixed-citation publication-type="journal"><string-name><surname>Syed</surname> <given-names>AM</given-names></string-name>, <string-name><surname>Taha</surname> <given-names>TY</given-names></string-name>, <string-name><surname>Tabata</surname> <given-names>T</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>IP</given-names></string-name>, <string-name><surname>Ciling</surname> <given-names>A</given-names></string-name>, <string-name><surname>Khalid</surname> <given-names>MM</given-names></string-name>, <string-name><surname>Sreekumar</surname> <given-names>B</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>P-Y</given-names></string-name>, <string-name><surname>Hayashi</surname> <given-names>JM</given-names></string-name>, <string-name><surname>Soczek</surname> <given-names>KM</given-names></string-name>, <etal>et al.</etal> <year>2021</year>. <article-title>Rapid assessment of SARS-CoV-2–evolved variants using virus-like particles</article-title>. <source>Science</source> <volume>374</volume>:<fpage>1626</fpage>–<lpage>1632</lpage>.</mixed-citation></ref>
<ref id="c94"><mixed-citation publication-type="journal"><string-name><surname>Tian</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Zhang</surname> <given-names>G</given-names></string-name>, <string-name><surname>Liu</surname> <given-names>H</given-names></string-name>, <string-name><surname>Ding</surname> <given-names>P</given-names></string-name>, <string-name><surname>Jia</surname> <given-names>R</given-names></string-name>, <string-name><surname>Zhou</surname> <given-names>J</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Qi</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Du</surname> <given-names>J</given-names></string-name>, <string-name><surname>Liang</surname> <given-names>C</given-names></string-name>, <etal>et al.</etal> <year>2022</year>. <article-title>Screening and identification of B cell epitope of the nucleocapsid protein in SARS-CoV-2 using the monoclonal antibodies</article-title>. <source>Appl. Microbiol. Biotechnol</source>. <volume>106</volume>:<fpage>1151</fpage>–<lpage>1164</lpage>.</mixed-citation></ref>
<ref id="c95"><mixed-citation publication-type="journal"><string-name><surname>Tokuriki</surname> <given-names>N</given-names></string-name>, <string-name><surname>Oldfield</surname> <given-names>CJ</given-names></string-name>, <string-name><surname>Uversky</surname> <given-names>VN</given-names></string-name>, <string-name><surname>Berezovsky</surname> <given-names>IN</given-names></string-name>, <string-name><surname>Tawfik</surname> <given-names>DS</given-names></string-name>. <year>2009</year>. <article-title>Do viral proteins possess unique biophysical features?</article-title> <source>Trends Biochem. Sci</source>. <volume>34</volume>:<fpage>53</fpage>–<lpage>59</lpage>.</mixed-citation></ref>
<ref id="c96"><mixed-citation publication-type="journal"><string-name><surname>Tokuriki</surname> <given-names>N</given-names></string-name>, <string-name><surname>Tawfik</surname> <given-names>DS</given-names></string-name>. <year>2009</year>. <article-title>Protein Dynamism and Evolvability</article-title>. <source>Science</source> <volume>324</volume>:<fpage>203</fpage>–<lpage>207</lpage>.</mixed-citation></ref>
<ref id="c97"><mixed-citation publication-type="journal"><string-name><surname>Del Veliz</surname> <given-names>S</given-names></string-name>, <string-name><surname>Rivera</surname> <given-names>L</given-names></string-name>, <string-name><surname>Bustos</surname> <given-names>DM</given-names></string-name>, <string-name><surname>Uhart</surname> <given-names>M</given-names></string-name>. <year>2021</year>. <article-title>Analysis of SARS-CoV-2 nucleocapsid phosphoprotein N variations in the binding site to human 14-3-3 proteins</article-title>. <source>Biochem. Biophys. Res. Commun</source>. <volume>569</volume>:<fpage>154</fpage>– <lpage>160</lpage>.</mixed-citation></ref>
<ref id="c98"><mixed-citation publication-type="journal"><string-name><surname>Viana</surname> <given-names>R</given-names></string-name>, <string-name><surname>Moyo</surname> <given-names>S</given-names></string-name>, <string-name><surname>Amoako</surname> <given-names>DG</given-names></string-name>, <string-name><surname>Tegally</surname> <given-names>H</given-names></string-name>, <string-name><surname>Scheepers</surname> <given-names>C</given-names></string-name>, <string-name><surname>Althaus</surname> <given-names>CL</given-names></string-name>, <string-name><surname>Anyaneji</surname> <given-names>UJ</given-names></string-name>, <string-name><surname>Bester</surname> <given-names>PA</given-names></string-name>, <string-name><surname>Boni</surname> <given-names>MF</given-names></string-name>, <string-name><surname>Chand</surname> <given-names>M</given-names></string-name>, <etal>et al.</etal> <year>2022</year>. <article-title>Rapid epidemic expansion of the SARS-CoV-2 Omicron variant in southern Africa</article-title>. <source>Nature</source> <volume>603</volume>:<fpage>679</fpage>–<lpage>686</lpage>.</mixed-citation></ref>
<ref id="c99"><mixed-citation publication-type="journal"><string-name><surname>Wang</surname> <given-names>K</given-names></string-name>, <string-name><surname>Yu</surname> <given-names>S</given-names></string-name>, <string-name><surname>Ji</surname> <given-names>X</given-names></string-name>, <string-name><surname>Lakner</surname> <given-names>C</given-names></string-name>, <string-name><surname>Griffing</surname> <given-names>A</given-names></string-name>, <string-name><surname>Thorne</surname> <given-names>JL</given-names></string-name>. <year>2015</year>. <article-title>Roles of solvent accessibility and gene expression in modeling protein sequence evolution</article-title>. <source>Evol. Bioinforma</source>. <volume>11</volume>:<fpage>85</fpage>–<lpage>96</lpage>.</mixed-citation></ref>
<ref id="c100"><mixed-citation publication-type="journal"><string-name><surname>Wang</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Lei</surname> <given-names>R</given-names></string-name>, <string-name><surname>Nourmohammad</surname> <given-names>A</given-names></string-name>, <string-name><surname>Wu</surname> <given-names>NC</given-names></string-name>. <year>2021</year>. <article-title>Antigenic evolution of human influenza H3N2 neuraminidase is constrained by charge balancing</article-title>. <source>Elife</source> <volume>10</volume>:<fpage>1</fpage>–<lpage>19</lpage>.</mixed-citation></ref>
<ref id="c101"><mixed-citation publication-type="journal"><string-name><surname>Wu</surname> <given-names>F</given-names></string-name>, <string-name><surname>Zhao</surname> <given-names>S</given-names></string-name>, <string-name><surname>Yu</surname> <given-names>B</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>Y-M</given-names></string-name>, <string-name><surname>Wang</surname> <given-names>W</given-names></string-name>, <string-name><surname>Song</surname> <given-names>Z-G</given-names></string-name>, <string-name><surname>Hu</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Tao</surname> <given-names>Z-W</given-names></string-name>, <string-name><surname>Tian</surname> <given-names>J-H</given-names></string-name>, <string-name><surname>Pei</surname> <given-names>Y-Y</given-names></string-name>, <etal>et al.</etal> <year>2020</year>. <article-title>A new coronavirus associated with human respiratory disease in China</article-title>. <source>Nature</source> <volume>579</volume>:<fpage>265</fpage>–<lpage>269</lpage>.</mixed-citation></ref>
<ref id="c102"><mixed-citation publication-type="journal"><string-name><surname>Wu</surname> <given-names>W</given-names></string-name>, <string-name><surname>Cheng</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Zhou</surname> <given-names>H</given-names></string-name>, <string-name><surname>Sun</surname> <given-names>C</given-names></string-name>, <string-name><surname>Zhang</surname> <given-names>S</given-names></string-name>. <year>2023</year>. <article-title>The SARS-CoV-2 nucleocapsid protein: its role in the viral life cycle, structure and functions, and use as a potential target in the development of vaccines and diagnostics</article-title>. <source>Virol. J</source>. <volume>20</volume>:<fpage>6</fpage>.</mixed-citation></ref>
<ref id="c103"><mixed-citation publication-type="journal"><string-name><surname>Yao</surname> <given-names>H</given-names></string-name>, <string-name><surname>Song</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Wu</surname> <given-names>N</given-names></string-name>, <string-name><surname>Xu</surname> <given-names>J</given-names></string-name>, <string-name><surname>Sun</surname> <given-names>C</given-names></string-name>, <string-name><surname>Zhang</surname> <given-names>J</given-names></string-name>, <string-name><surname>Weng</surname> <given-names>T</given-names></string-name>, <string-name><surname>Zhang</surname> <given-names>Z</given-names></string-name>, <string-name><surname>Wu</surname> <given-names>Z</given-names></string-name>, <etal>et al.</etal> <year>2020</year>. <article-title>Molecular Architecture of the SARS-CoV-2 Virus</article-title>. <source>Cell</source> <volume>183</volume>:<fpage>730</fpage>–<lpage>738</lpage>.e13.</mixed-citation></ref>
<ref id="c104"><mixed-citation publication-type="journal"><string-name><surname>Yaron</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Heaton</surname> <given-names>BE</given-names></string-name>, <string-name><surname>Levy</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Johnson</surname> <given-names>JL</given-names></string-name>, <string-name><surname>Jordan</surname> <given-names>TX</given-names></string-name>, <string-name><surname>Cohen</surname> <given-names>BM</given-names></string-name>, <string-name><surname>Kerelsky</surname> <given-names>A</given-names></string-name>, <string-name><surname>Lin</surname> <given-names>T</given-names></string-name>, <string-name><surname>Liberatore</surname> <given-names>KM</given-names></string-name>, <string-name><surname>Bulaon</surname> <given-names>DK</given-names></string-name>, <etal>et al.</etal> <year>2022</year>. <article-title>Host protein kinases required for SARS-CoV-2 nucleocapsid phosphorylation and viral replication</article-title>. <source>Sci. Signal</source>. <volume>15</volume>:<fpage>1</fpage>–<lpage>17</lpage>.</mixed-citation></ref>
<ref id="c105"><mixed-citation publication-type="journal"><string-name><surname>Yu</surname> <given-names>H</given-names></string-name>, <string-name><surname>Guan</surname> <given-names>F</given-names></string-name>, <string-name><surname>Miller</surname> <given-names>H</given-names></string-name>, <string-name><surname>Lei</surname> <given-names>J</given-names></string-name>, <string-name><surname>Liu</surname> <given-names>C</given-names></string-name>. <year>2023</year>. <article-title>The role of SARS-CoV-2 nucleocapsid protein in antiviral immunity and vaccine development</article-title>. <source>Emerg. Microbes Infect</source>. <volume>12</volume>.</mixed-citation></ref>
<ref id="c106"><mixed-citation publication-type="journal"><string-name><surname>Zarin</surname> <given-names>T</given-names></string-name>, <string-name><surname>Strome</surname> <given-names>B</given-names></string-name>, <string-name><surname>Peng</surname> <given-names>G</given-names></string-name>, <string-name><surname>Pritišanac</surname> <given-names>I</given-names></string-name>, <string-name><surname>Forman-Kay</surname> <given-names>JD</given-names></string-name>, <string-name><surname>Moses</surname> <given-names>AM</given-names></string-name>. <year>2021</year>. <article-title>Identifying molecular features that are associated with biological function of intrinsically disordered protein regions</article-title>. <source>Elife</source> <volume>10</volume>:<fpage>1</fpage>–<lpage>36</lpage>.</mixed-citation></ref>
<ref id="c107"><mixed-citation publication-type="journal"><string-name><surname>Zarin</surname> <given-names>T</given-names></string-name>, <string-name><surname>Tsai</surname> <given-names>CN</given-names></string-name>, <string-name><surname>Nguyen Ba</surname> <given-names>AN</given-names></string-name>, <string-name><surname>Moses</surname> <given-names>AM</given-names></string-name>. <year>2017</year>. <article-title>Selection maintains signaling function of a highly diverged intrinsically disordered region</article-title>. <source>Proc. Natl. Acad. Sci. U. S. A</source>. <volume>114</volume>:<fpage>E1450</fpage>–<lpage>E1459</lpage>.</mixed-citation></ref>
<ref id="c108"><mixed-citation publication-type="journal"><string-name><surname>Zhang</surname> <given-names>X</given-names></string-name>, <string-name><surname>Zheng</surname> <given-names>R</given-names></string-name>, <string-name><surname>Li</surname> <given-names>Z</given-names></string-name>, <string-name><surname>Ma</surname> <given-names>J</given-names></string-name>. <year>2023</year>. <article-title>Liquid-liquid Phase Separation in Viral Function</article-title>. <source>J. Mol. Biol</source>.:<volume>167955</volume>.</mixed-citation></ref>
<ref id="c109"><mixed-citation publication-type="journal"><string-name><surname>Zhao</surname> <given-names>H</given-names></string-name>, <string-name><surname>Nguyen</surname> <given-names>A</given-names></string-name>, <string-name><surname>Wu</surname> <given-names>D</given-names></string-name>, <string-name><surname>Li</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Hassan</surname> <given-names>SA</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>J</given-names></string-name>, <string-name><surname>Shroff</surname> <given-names>H</given-names></string-name>, <string-name><surname>Piszczek</surname> <given-names>G</given-names></string-name>, <string-name><surname>Schuck</surname> <given-names>P</given-names></string-name>. <year>2022</year>. <article-title>Plasticity in structure and assembly of SARS-CoV-2 nucleocapsid protein</article-title>.<string-name><surname>Wilson</surname> <given-names>I</given-names></string-name>, editor. <source>PNAS Nexus</source> <volume>1</volume>:<fpage>pgac049</fpage>.</mixed-citation></ref>
<ref id="c110"><mixed-citation publication-type="journal"><string-name><surname>Zhao</surname> <given-names>H</given-names></string-name>, <string-name><surname>Wu</surname> <given-names>D</given-names></string-name>, <string-name><surname>Hassan</surname> <given-names>SA</given-names></string-name>, <string-name><surname>Nguyen</surname> <given-names>A</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>J</given-names></string-name>, <string-name><surname>Piszczek</surname> <given-names>G</given-names></string-name>, <string-name><surname>Schuck</surname> <given-names>P</given-names></string-name>. <year>2023</year>. <article-title>A conserved oligomerization domain in the disordered linker of coronavirus nucleocapsid proteins</article-title>. <source>Sci. Adv</source>. <volume>9</volume>:<fpage>eadg6473</fpage>.</mixed-citation></ref>
<ref id="c111"><mixed-citation publication-type="journal"><string-name><surname>Zhao</surname> <given-names>H</given-names></string-name>, <string-name><surname>Wu</surname> <given-names>D</given-names></string-name>, <string-name><surname>Nguyen</surname> <given-names>A</given-names></string-name>, <string-name><surname>Li</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Adão</surname> <given-names>RC</given-names></string-name>, <string-name><surname>Valkov</surname> <given-names>E</given-names></string-name>, <string-name><surname>Patterson</surname> <given-names>GH</given-names></string-name>, <string-name><surname>Piszczek</surname> <given-names>G</given-names></string-name>, <string-name><surname>Schuck</surname> <given-names>P</given-names></string-name>. <year>2021</year>. <article-title>Energetic and structural features of SARS-CoV-2 N-protein co-assemblies with nucleic acids</article-title>. <source>iScience</source> <volume>24</volume>:<fpage>102523</fpage>.</mixed-citation></ref>
</ref-list>
</back>
<sub-article id="sa0" article-type="editor-report">
<front-stub>
<article-id pub-id-type="doi">10.7554/eLife.94836.1.sa3</article-id>
<title-group>
<article-title>eLife Assessment</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Comas-Garcia</surname>
<given-names>Mauricio</given-names>
</name>
<role specific-use="editor">Reviewing Editor</role>
<aff>
<institution-wrap>
<institution>Universidad Autónoma de San Luis Potosí</institution>
</institution-wrap>
<city>San Luis Potos</city>
<country>Mexico</country>
</aff>
</contrib>
</contrib-group>
<kwd-group kwd-group-type="claim-importance">
<kwd>Important</kwd>
</kwd-group>
<kwd-group kwd-group-type="evidence-strength">
<kwd>Solid</kwd>
</kwd-group>
</front-stub>
<body>
<p>This <bold>important</bold> study explores the physicochemical properties of SARS-CoV-2 N proteins with mutations that have been found in variants of concern but for which there is limited knowledge of their contribution to the biological activity of such variants. The evidence presented is <bold>solid</bold>; however, this study could be considerably improved by a more extensive analysis of LLPS in R203K/G204R and in the P31L mutants, as well as a more quantitative analysis of the LLPS droplets.</p>
</body>
</sub-article>
<sub-article id="sa1" article-type="referee-report">
<front-stub>
<article-id pub-id-type="doi">10.7554/eLife.94836.1.sa2</article-id>
<title-group>
<article-title>Reviewer #1 (Public Review):</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<anonymous/>
<role specific-use="referee">Reviewer</role>
</contrib>
</contrib-group>
</front-stub>
<body>
<p>The study is highly interesting and the applied methods are target-oriented. The biophysical characterization of viable N-protein species and several representative N-protein mutants is supported by the data, including polarity, hydrophobicity, thermodynamic stability, CD spectra, particle size, and especially protein self-association. The physicochemical parameters for viable N-protein and related coronavirus are described for comparison in detail. However, the conclusion becomes less convincing that the interaction of peptides or motifs was judged by different biophysical results, with no more direct data about peptide interaction. Additionally, the manuscript could benefit from more results involving peptide interaction to support the author's opinions or make expression more accurate when concerning the interaction of motifs. Although the authors put a lot of effort into the study, there are still some questions to answer.</p>
</body>
</sub-article>
<sub-article id="sa2" article-type="referee-report">
<front-stub>
<article-id pub-id-type="doi">10.7554/eLife.94836.1.sa1</article-id>
<title-group>
<article-title>Reviewer #2 (Public Review):</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<anonymous/>
<role specific-use="referee">Reviewer</role>
</contrib>
</contrib-group>
</front-stub>
<body>
<p>Summary:</p>
<p>
This work focuses on the biochemical features of the SARS-CoV-2 Nucleocapsid (N) protein, which condenses the large viral RNA genome inside the virus and also plays other roles in the infected cell. The N protein of SARS-CoV-2 and other coronaviruses is known to contain two globular RNA-binding domains, the NTD and CTD, flanked by disordered regions. The central disordered linker is particularly well understood: it contains a long SR-rich region that is extensively phosphorylated in infected cells, followed by a leucine-rich helical segment that was shown previously by these authors to promote N protein oligomerization.</p>
<p>In the current work, the authors analyze 5 million viral sequence variants to assess the conservation of specific amino acids and general sequence features in the major regions of the N protein. This analysis shows that disordered regions are particularly variable but that the general hydrophobic and charge character of these regions are conserved, particularly in the SR and leucine-rich regions of the central linker. The authors then construct a series of N proteins bearing the most prevalent mutations seen in the Delta and Omicron variants, and they subject these mutant proteins to a comprehensive array of biophysical analyses (temperature sensitivity, circular dichroism, oligomerization, RNA binding, and phase separation).</p>
<p>Strengths:</p>
<p>
The results include a number of novel findings that are worthy of further exploration. Most notable are the analyses of the previously unstudied P31L mutation of the Omicron variant. The authors use ColabFold and sedimentation analysis to suggest that this mutation promotes the self-association of the disordered N-terminal region and stimulates the formation of N protein condensates. Although the affinity of this interaction is low, it seems likely that this mutation enhances viral fitness by promoting N-terminal interactions. The work also addresses the impact of another unstudied mutation, D63G, that is located on the surface of the globular NTD and has no significant effect on the properties analyzed here, raising interesting questions about how this mutation enhances viral fitness. Finally, the paper ends with studies showing that another common mutant, R203K/G204R, disrupts phase separation and might thereby alter N protein function in a way that enhances viral fitness.</p>
<p>Weaknesses:</p>
<p>
In general, the results in the paper confirm previous ideas about the role of N protein regions. The key novelty of the paper lies in the identification of point mutations, notably P13L, that suggest previously unsuspected functions of the N-terminal disordered region in protein oligomerization. The paper would benefit from further exploration of these possibilities.</p>
</body>
</sub-article>
<sub-article id="sa3" article-type="referee-report">
<front-stub>
<article-id pub-id-type="doi">10.7554/eLife.94836.1.sa0</article-id>
<title-group>
<article-title>Reviewer #3 (Public Review):</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<anonymous/>
<role specific-use="referee">Reviewer</role>
</contrib>
</contrib-group>
</front-stub>
<body>
<p>Nguyen, Zhao, et al. used bioinformatic analysis of mutational variants of SARS-CoV-2 Nucleocapsid (N) protein from the large genomic database of SARS-CoV-2 sequences to identify domains and regions of N where mutations are more highly represented and computationally determined the effects of these mutations on the physicochemical properties of the protein. They found that the intrinsically disordered regions (IDRs) of N protein are more highly mutated than structured regions and that these mutations can lead to higher variability in the physical properties of these domains. These computational predictions are compared to in vitro biophysical experiments to assess the effects of identified mutations on the thermodynamic stability, oligomeric state, particle formation, and liquid-liquid phase separation of a few exemplary mutants.</p>
<p>The paper is well-written and easy to follow, and the conclusions drawn are supported by the evidence presented. The analyses and conclusions are interesting and will be of value to virologists, cell biologists, and biophysicists studying SARS-CoV-2 function and assembly. It would be nice if some further extrapolation or comments could be made regarding the effects of the observed mutations on the in vivo behavior and properties of the virus, but I appreciate that this is much higher-order than could be addressed with the approaches employed here.</p>
</body>
</sub-article>
<sub-article id="sa4" article-type="author-comment">
<front-stub>
<article-id pub-id-type="doi">10.7554/eLife.94836.1.sa4</article-id>
<title-group>
<article-title>Author Response</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Nguyen</surname>
<given-names>Ai</given-names>
</name>
<role specific-use="author">Author</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Huaying</given-names>
</name>
<role specific-use="author">Author</role>
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-8827-6639</contrib-id></contrib>
<contrib contrib-type="author">
<name>
<surname>Myagmarsuren</surname>
<given-names>Dulguun</given-names>
</name>
<role specific-use="author">Author</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Srinivasan</surname>
<given-names>Sanjana</given-names>
</name>
<role specific-use="author">Author</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Di</given-names>
</name>
<role specific-use="author">Author</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Jiji</given-names>
</name>
<role specific-use="author">Author</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Piszczek</surname>
<given-names>Grzegorz</given-names>
</name>
<role specific-use="author">Author</role>
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-5270-3678</contrib-id></contrib>
<contrib contrib-type="author">
<name>
<surname>Schuck</surname>
<given-names>Peter</given-names>
</name>
<role specific-use="author">Author</role>
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-8859-6966</contrib-id></contrib>
</contrib-group>
</front-stub>
<body>
<p>We thank the editors and reviewers for taking the time to provide a critical assessment of our manuscript. We are delighted our work was found to have merit, and will revise the manuscript based on their valuable input.</p>
</body>
</sub-article>
</article>