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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">2235-2988</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2024.1376725</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cellular and Infection Microbiology</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Minor envelope proteins from GP2a to GP4 contribute to the spread pattern and yield of type 2 PRRSV in MARC-145 cells</article-title>
</title-group>
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<name>
<surname>Bai</surname>
<given-names>Yuan-Zhe</given-names>
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<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
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<name>
<surname>Sun</surname>
<given-names>Yue</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<sup>&#x2020;</sup>
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<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Liu</surname>
<given-names>Yong-Gang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<sup>&#x2020;</sup>
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<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Hong-Liang</given-names>
</name>
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<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>An</surname>
<given-names>Tong-Qing</given-names>
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<sup>1</sup>
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<contrib contrib-type="author">
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<surname>Wang</surname>
<given-names>Qian</given-names>
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<sup>1</sup>
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<contrib contrib-type="author">
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<surname>Tian</surname>
<given-names>Zhi-Jun</given-names>
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<sup>1</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Qiao</surname>
<given-names>Xinyuan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Cai</surname>
<given-names>Xue-Hui</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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<sup>*</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Tang</surname>
<given-names>Yan-Dong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>State Key Laboratory for Animal Disease Control and Prevention, Harbin Veterinary Research Institute of Chinese Academy of Agricultural Sciences</institution>, <addr-line>Harbin</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Heilongjiang Key Laboratory for Animal Disease Control and Pharmaceutical Development, Department of Preventive Veterinary Medicine, College of Veterinary Medicine, Northeast Agricultural University</institution>, <addr-line>Harbin</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Harbin Veterinary Research Institute, Heilongjiang Provincial Research Center for Veterinary Biomedicine</institution>, <addr-line>Harbin</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Harbin Veterinary Research Institute, Heilongjiang Provincial Key Laboratory of Veterinary Immunology</institution>, <addr-line>Harbin</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Chunhe Guo, Sun Yat-sen University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Yanzhu Zhu, Jilin Agricultural Science and Technology College, China</p>
<p>Gang Lu, South China Agricultural University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Yan-Dong Tang, <email xlink:href="mailto:tangyandong2008@163.com">tangyandong2008@163.com</email>; Xue-Hui Cai, <email xlink:href="mailto:caixuehui@caas.cn">caixuehui@caas.cn</email>; Xinyuan Qiao, <email xlink:href="mailto:qiaoxinyuan@126.com">qiaoxinyuan@126.com</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>25</day>
<month>03</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>14</volume>
<elocation-id>1376725</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>03</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Bai, Sun, Liu, Zhang, An, Wang, Tian, Qiao, Cai and Tang</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Bai, Sun, Liu, Zhang, An, Wang, Tian, Qiao, Cai and Tang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>In China, porcine reproductive and respiratory syndrome virus (PRRSV) vaccines are widely used. These vaccines, which contain inactivated and live attenuated vaccines (LAVs), are produced by MARC-145 cells derived from the monkey kidney cell line. However, some PRRSV strains in MARC-145 cells have a low yield. Here, we used two type 2 PRRSV strains (CH-1R and HuN4) to identify the genes responsible for virus yield in MARC-145 cells. Our findings indicate that the two viruses have different spread patterns, which ultimately determine their yield. By replacing the viral envelope genes with a reverse genetics system, we discovered that the minor envelope proteins, from GP2a to GP4, play a crucial role in determining the spread pattern and yield of type 2 PRRSV in MARC-145 cells. The cell-free transmission pattern of type 2 PRRSV appears to be more efficient than the cell-to-cell transmission pattern. Overall, these findings suggest that GP2a to GP4 contributes to the spread pattern and yield of type 2 PRRSV.</p>
</abstract>
<kwd-group>
<kwd>spread pattern</kwd>
<kwd>PRRSV</kwd>
<kwd>cell-to-cell</kwd>
<kwd>cell-free</kwd>
<kwd>yield</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="26"/>
<page-count count="6"/>
<word-count count="3154"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Microbes and Innate Immunity</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Porcine reproductive and respiratory syndrome viruses (PRRSVs) are important swine pathogens, and outbreaks of these viruses have significant economic impacts on the swine industry (<xref ref-type="bibr" rid="B7">Meulenberg, 2000</xref>). PRRSVs are typically categorized into two species: PRRSV-1, which is the type 1 genotype of European origin, and PRRSV-2, which is the type 2 genotype of North American origin. PRRSV-1 and PRRSV-2 are classified as arteriviruses and are in the order <italic>Nidovirales</italic> (<xref ref-type="bibr" rid="B4">Gorbalenya et&#xa0;al., 2006</xref>). PRRSV exhibits highly restricted cell tropism, specifically targeting differentiated and activated monocyte/macrophage lineages (<xref ref-type="bibr" rid="B3">Duan et&#xa0;al., 1997</xref>). PRRSV-1 and PRRSV-2 were successfully isolated from porcine alveolar macrophages (PAMs) (<xref ref-type="bibr" rid="B18">Wensvoort et&#xa0;al., 1991</xref>; <xref ref-type="bibr" rid="B21">Yim-Im et&#xa0;al., 2021</xref>). However, there are limitations to virus isolation and propagation in PAMs. These limitations include the short lifespan of primary cells, which require periodic preparation; variations in quality; heterogeneity in cell populations; and a high risk of contamination. Additionally, the procedures for PAM preparation are laborious and technically challenging (<xref ref-type="bibr" rid="B21">Yim-Im et&#xa0;al., 2021</xref>). MARC-145 cells, a subclone originating from the monkey kidney cell line MA-104, have been shown to be permissive to PRRSV replication (<xref ref-type="bibr" rid="B6">Kim et&#xa0;al., 1993</xref>). The MARC-145 cell line has become the most commonly used cell line for PRRSV studies in most laboratories. In China, most commercial PRRSV vaccines are propagated in MARC-145 cells. Therefore, the yield of PRRSV in MARC-145 cells is very important for vaccine development, particularly for inactivated vaccines.</p>
<p>Enveloped viruses primarily infect target cells through two pathways. The first pathway involves cell-free viruses attaching to cellular receptors and being taken into cells through endocytosis. Once inside the cell, the viral envelope fuses with the endosomal membrane, releasing the viral capsid into the cytosol. The second pathway involves the virus entering adjacent cells via a cell-to-cell model, which mainly involves inducing membrane fusion between infected and uninfected cells, allowing the viral genetic material to enter the uninfected cell and complete replication (<xref ref-type="bibr" rid="B26">Zhong et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B20">Yang et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B19">Yang et&#xa0;al., 2021</xref>). PRRSV was found to transport viral RNA and proteins into adjacent cells via a cell-to-cell pathway. This mode of viral transmission relies on the interaction between certain viral proteins and cytoskeletal proteins (<xref ref-type="bibr" rid="B1">Cafruny et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B5">Guo et&#xa0;al., 2016</xref>). However, which gene(s) determine the spread pattern of cell-to-cell is unclear. In the present study, we utilized two different strains of type 2 PRRSV to examine how the virus spreads and replicates in MARC-145 cells. Using a viral reverse genetics platform, we found that the minor envelope proteins, specifically GP2a to GP4, are essential for determining the spread pattern and yield of type 2 PRRSV in MARC-145 cells. This work will be helpful for PRRSV vaccine development.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Cells, viruses, and antibodies</title>
<p>MARC-145 cells were stored in our lab. The highly pathogenic PRRSV strain HuN4 was rescued from the PRRSV HuN4 infectious clone (PRRSV HuN4-F5) (<xref ref-type="bibr" rid="B9">Tang et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B13">Wang et&#xa0;al., 2019</xref>). The PRRSV vaccine strain CH-1R was rescued from the PRRSV CH-1R infectious clone constructed via the same strategy as the PRRSV HuN4-F5 infectious clone. PRRSV N antibodies were prepared in our laboratory.</p>
</sec>
<sec id="s2_2">
<title>Chimeric PRRSV construction</title>
<p>CH-1R and HuN4 infectious clones were used as backbones to construct chimeric PRRSVs as our previous work (<xref ref-type="bibr" rid="B23">Zhang et&#xa0;al., 2018</xref>).</p>
</sec>
<sec id="s2_3">
<title>Growth kinetics</title>
<p>MARC-145 cells were infected with the indicated viruses at an multiplicity of infection (MOI) of 0.01 at 4&#xb0;C. After 2 hours, the cells were washed three times with cold PBS to remove the unbound viruses. Fresh medium supplemented with 2% FBS was added to the cells. The medium supernatants were harvested and stored at -80&#xb0;C at the indicated times post infection. The virus samples were then titrated on MARC-145 cells using the 50% tissue culture infective dose (TCID<sub>50</sub>) method.</p>
</sec>
<sec id="s2_4">
<title>Immunofluorescence assay</title>
<p>The IFA was performed as described in our previous reports (<xref ref-type="bibr" rid="B22">Zhang et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B2">Chen et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B25">Zhang et&#xa0;al., 2022</xref>). Briefly, MARC-145 cells were infected with the indicated viruses and then fixed with 4% paraformaldehyde (PFA). Then, the cells were permeabilized with 0.5% Triton X-100. After that, the cells were blocked with 2% bovine serum albumin (BSA) and then labeled with antibodies. The cell nucleus was finally stained with 4&#x2019;,6-diamino-2-phenylindole (DAPI). The fluorescence signals were then detected using a fluorescence microscope.</p>
</sec>
<sec id="s2_5">
<title>Viral load in cells and supernatant</title>
<p>MARC-145 cells were seeded on 6-cell plates and infected with the indicated viruses at an MOI of 0.01. At 36&#xa0;h post infection, the supernatant was harvested, and the cells were scraped down with a cell scraper and diluted to the same volume of medium as the supernatant. Viral samples from the supernatants and intracellular fractions were frozen and thawed once and subsequently stored at -80&#xb0;C. The virus samples were titrated on MARC-145 cells by TCID<sub>50</sub>.</p>
</sec>
<sec id="s2_6">
<title>Transwell coculture system</title>
<p>Cell-to-cell transmission assays were performed as described in our recent work (<xref ref-type="bibr" rid="B20">Yang et&#xa0;al., 2020</xref>). MARC-145 cells were plated onto permeable filters (Corning, 6.5&#xa0;mm, pore size 0.4 &#xb5;m) at a density of 1 &#xd7; 10<sup>5</sup> cells. When the cells grew to a tightly connected state, they were infected with the indicated viruses at an MOI of 0.01 for 2&#xa0;h at 4&#xb0;C. These virus-infected cells were used as effector cells. The filters were suspended in wells in a 24-well plate already containing target cells. After 36&#xa0;h, the effector cells and target cells were fixed, permeabilized, and subjected to IFA.</p>
</sec>
<sec id="s2_7">
<title>Statistical analysis</title>
<p>Statistical analysis was conducted using GraphPad Prism 8.0 software. The statistical significance of the differences was analyzed using t tests. A P value &lt; 0.05 was considered to indicate statistical significance.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>The HuN4 and CH-1R strains exhibited distinct spreading patterns and yields on MARC-145 cells</title>
<p>CH-1R, a commercial live attenuated vaccine in China, was developed by successive passaging on MARC-145 cells with CH-1a for approximately 160 generations. HuN4 is a highly pathogenic PRRSV strain isolated in China (<xref ref-type="bibr" rid="B12">Tong et&#xa0;al., 2007</xref>). MARC-145 cells were infected with CH-1R or HuN4 (MOI=0.01). The cell culture supernatants were collected and titrated at the indicated time points post infection. The replicative growth curves of CH-1R and HuN4 MARC-145 cells were analyzed (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). The yield of CH-1R on MARC-145 was significantly greater than that on HuN4. Interestingly, by IFA, we found that the HuN4 and CH-1R strains exhibited distinct spreading patterns (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). MARC-145 cells infected with the HuN4 strain are characterized by the formation of infected cell clusters. This finding suggested that cell-to-cell spread originated from a single PRRSV-infected cell, which has also been reported by other groups (<xref ref-type="bibr" rid="B1">Cafruny et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B5">Guo et&#xa0;al., 2016</xref>). However, for the CH-1R strain, the infected cells were distributed in a scattered manner. Therefore, we hypothesized that CH-1R may have a distinct spread pattern. To verify this hypothesis, MARC-145 cells were infected with CH-1R or HuN4 (MOI=0.01), and 36&#xa0;h post infection, intracellular and supernatant infectious viral particles were examined. The percentage of viral titer in the cell and the supernatant was calculated. We found that the percentage of viral particles in the supernatants of cells infected with CH-1R was significantly greater than that in the supernatants of cells infected with HuN4 (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). This result suggested that, compared to HuN4, CH-1R is more favorable as a cell-free infection mode rather than a cell-to-cell infection mode. To further confirm this, we used a transwell coculture system, as illustrated in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>. The effector cells were preinfected with HuN4 or CH-1R at an MOI of 0.01 and cocultured with the target cells. At 36&#xa0;h post infection, the effector cells and target cells were fixed and subjected to IFA. We found that a large number of MARC-145 cells in the CH-1R infection group were infected with the target cells. However, for HuN4, only sporadic virus-infected cells were able to be detected among the target cells (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). Overall, the HuN4 and CH-1R strains exhibited distinct spreading patterns on MARC-145 cells.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>CH-1R and HuN4 exhibit distinct yields and spread patterns on MARC-145 cells. <bold>(A)</bold> MARC-145 cells were infected with CH-1R or HuN4 at an MOI of 0.01. At the indicated time post infection, the supernatant was harvested and titrated. An asterisk (*) indicates a significant difference between HuN4 and CH-1R (**p &lt; 0.01; ***p &lt; 0.001). <bold>(B)</bold> Infected cells at 36 hours post infection were detected via an immunofluorescence assay. Scale bars, 200 &#x3bc;m. <bold>(C)</bold> MARC-145 cells were infected with CH-1R or HuN4 at an MOI of 0.01. At 36 hours postinfection, the cells and supernatant were harvested and titrated on MARC-145 cells. The percentage of the total viral load in the supernatant and cells was calculated.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1376725-g001.tif"/>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>The spreading pattern of PRRSV was verified by a transwell coculture system. <bold>(A)</bold> Experimental design of a transwell coculture system. MARC-145 cells were seeded on transwell filters and preinfected with PRRSV as effector cells. Uninfected MARC-145 cells were seeded in 24-well plates as target cells. <bold>(B)</bold> Effector cells were infected with CH-1R or HuN4 at an MOI of 0.01. At 36 hours postinfection, the cells were fixed, permeabilized, and subjected to an immunofluorescence assay. Scale bars, 200 &#x3bc;m.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1376725-g002.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>Envelope proteins contribute to the yield and spread pattern of MARC-145 cells</title>
<p>Viral yield and spread patterns are always determined by viral envelope proteins. To determine which viral genes are responsible for these patterns, we started by constructing chimeric PRRSV recombinants and substituting the corresponding viral envelope genes with those from CH-1R and HuN4 (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). After CH-(GP2-M) and HC-(GP2-M) were rescued, the MARC-145 cells were infected with CH-1R, HuN4, CH-(GP2-M), or HC-(GP2-M) at an MOI of 0.01. At 36 hours postinfection, the cells were fixed and subjected to IFA. MARC-145 cells infected with HC-(GP2-M) exhibited a spread pattern similar to that of CH-1R. In contrast, the spread pattern of HC-(GP2-M) in MARC-145 cells was comparable to that in cells infected with HuN4 (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). Next, we evaluated the yields of CH-(GP2-M) and HC-(GP2-M) in MARC-145 cells. CH-1R and HuN4 were used as controls. We found that at 24 hours postinfection, the viral titer of the HC-(GP2-M) was significantly greater than that of the HuN4 individuals. In contrast, the viral growth of CH-(GP2-M) was markedly reduced compared to that of CH-1R (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). The percentage of the viral load in the supernatant and cytoplasm was also evaluated (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref>). These results indicated that the envelope proteins from GP2 to M determines the viral yield and spread pattern of CH-1R and HuN4 on MARC-145 cells.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Envelope proteins determine the PRRSV spread pattern and yield. <bold>(A)</bold> Schematic diagram of chimeric PRRSV recombinants. <bold>(B)</bold> MARC-145 cells were infected with indicated virus at an MOI of 0.01. At 36 hours postinfection, the infected cells were detected by IFA. Scale bars, 200 &#x3bc;m. <bold>(C)</bold> MARC-145 cells were infected with the indicated viruses at an MOI of 0.01. At the indicated time points postinfection, the cell culture supernatant was harvested and titrated on MARC-145 cells. Asterisk (*) indicates a significant difference between CH-1R and CH-(GP2-M) (**p &lt; 0.01; ***p &lt; 0.001). Pound (<sup>#</sup>) indicates a significant difference between HuN4 and HC-(GP2-M) (<sup>##</sup>p &lt; 0.01; <sup>###</sup>p &lt; 0.001). <bold>(D)</bold> MARC-145 cells were infected with the indicated viruses at an MOI of 0.01. At 36 hours post infection, the cells and culture supernatant were harvested, and titrated on MARC-145 cells. The percentages of the total viral load in the supernatant and in the cytoplasm were calculated.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1376725-g003.tif"/>
</fig>
</sec>
<sec id="s3_3">
<title>The minor envelope proteins GP2a to GP4 determine the viral yield and spread pattern in MARC-145 cells</title>
<p>We next further investigated which viral proteins impact the yield and spread pattern of PRRSV. CH-1R and HuN4 were employed as the parental strains, with their genes being swapped for major envelope proteins and minor envelope proteins, respectively (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). The chimeric viruses CH-(GP2-GP4), CH-(GP5-M), HC-(GP2-GP4), and HC-(GP5-M) were successfully rescued in MARC-145 cells. MARC-145 cells were infected with these chimeric mutant viruses at an MOI of 0.01. At 36&#xa0;h postinfection, the cells were fixed and subjected to IFA. We found that MARC-145 cells infected with CH-(GP5-M) or HC-(GP2-GP4) were scattered, which is in line with what has been observed for CH-1R. Furthermore, MARC-145 cells were infected with CH-(GP5-M) or HC-(GP2-GP4) were clustered, which was in line with what was observed for HuN4 (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). Furthermore, compared with those of CH-1R, the viral yields of CH-(GP5-M) were slightly impaired; however, the viral yields of CH-(GP2-GP4) were significantly impaired compared to those of CH-1R. Additionally, the HC-(GP2-GP4) produced more progeny from MARC-145 cells than from HuN4 cells (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>). Finally, we quantified the viral infectious particles in the supernatant and cytoplasm (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>). The results showed that minor envelope proteins from GP2a to GP4 were able to determine the pattern of PRRSV spread in MARC-145 cells.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>The presence of minor viral envelope proteins ranging from GP2a to GP4 contributes to the yield and spread pattern of PRRSV. <bold>(A)</bold> Schematic diagram of chimeric PRRSV recombinants. <bold>(B)</bold> MARC-145 cells were infected with indicated virus at an MOI of 0.01. At 36 hours postinfection, the cells were subjected to IFA. Scale bars, 200 &#x3bc;m. <bold>(C)</bold> MARC-145 cells were infected with the indicated viruses at an MOI of 0.01. At the indicated time points postinfection, the cell culture supernatant was harvested and titrated on MARC-145 cells. Asterisk (*) indicates a significant difference between CH-1R and CH-(GP2-GP4) (**p &lt; 0.01; ***p &lt; 0.001). Pound (<sup>#</sup>) indicates a significant difference between HuN4 and HC-(GP2-GP4) (<sup>##</sup>p&#xa0;&lt;&#xa0;0.01; <sup>###</sup>p &lt; 0.001). Delta (&#x3b4;) indicates a significant difference between CH-1R and CH-(GP5-M) (&#x3b4;&#x3b4;: p &lt; 0.01; &#x3b4;&#x3b4;&#x3b4;: p &lt; 0.001). <bold>(D)</bold> MARC-145 cells were infected with the indicated viruses at an MOI of 0.01. At 36 hours postinfection, the cells and cell culture supernatant were harvested, and titrated on MARC-145 cells. The percentages of the total viral load in the supernatant and in the cytoplasm were calculated. ns, no significance.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1376725-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>In the MARC-145 cell line, PRRSV infection has been shown to spread via cell-to-cell transmission (<xref ref-type="bibr" rid="B1">Cafruny et&#xa0;al., 2006</xref>). Furthermore, subsequent studies have shown that PRRSV utilizes the cytoskeletal machinery of host cells for efficient cell-to-cell spread (<xref ref-type="bibr" rid="B5">Guo et&#xa0;al., 2016</xref>). Research has shown that PRRSV is transmitted between cells via intercellular nanotubes that contain filamentous actin (F-actin) and myosin-associated motor proteins. The use of drugs that block actin polymerization or myosin IIA activation prevents the formation of nanotubes and viral clusters in infected cells (<xref ref-type="bibr" rid="B5">Guo et&#xa0;al., 2016</xref>). Furthermore, F-actin and myosin IIA coprecipitated with PRRSV nsp1&#x3b2;, nsp2, nsp2TF, nsp4, nsp7-nsp8, GP5, and N proteins (<xref ref-type="bibr" rid="B5">Guo et&#xa0;al., 2016</xref>). However, our research indicated that the minor envelopment protein GP2a to GP4 contributes to the spread pattern of PRRSV. Therefore, further investigations are needed to determine whether these viral envelope proteins interact with or utilize the host cell cytoskeletal machinery for efficient cell-to-cell spread. In fact, developing a safe and effective PRRSV vaccine is an enormous challenge, especially when faced with a heterogeneous virus (<xref ref-type="bibr" rid="B11">Thanawongnuwech et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B8">Nan et&#xa0;al., 2017</xref>). Novel technologies used for other viruses may be applied for the development of a PRRSV vaccine in the future (<xref ref-type="bibr" rid="B16">Wang et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B10">Tang et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B15">Wang et&#xa0;al., 2023</xref>). However, regardless of the technology used, the yield of the vaccine was very important. In this study, we discovered that GP2a to GP4 contributes to the spread pattern of type 2 PRRSV. We did not replace a single gene in this region because the genes in this region overlapped. Therefore, we cannot delineate the phenotype or viral-specific gene function. In our previous work, we also found that field PRRSVs in MARC-145 cells were determined by variations in the minor envelope protein GP2a-GP3 (<xref ref-type="bibr" rid="B23">Zhang et&#xa0;al., 2018</xref>). In fact, identifying which specific gene contributes to the cell-to-cell spread pattern is difficult (unpublished data). GP2, GP3, and GP4 may form a complex and may work together to determine the degree of viral spread in MARC-145 cells. Due to the interaction of GP2 and GP4 with the PRRSV receptor CD163, we speculate that the cell-to-cell spread pattern may also be correlated with their interaction with CD163 (<xref ref-type="bibr" rid="B17">Welch and Calvert, 2010</xref>; <xref ref-type="bibr" rid="B24">Zhang and Yoo, 2015</xref>). The abundance of CD163 may also be a determining factor for the spread pattern of this disease (<xref ref-type="bibr" rid="B14">Wang et&#xa0;al., 2018</xref>). Taken together, the results of this study revealed that GP2a to GP4 contributes to the spread pattern of type 2 PRRSV, determining its cell-to-cell or cell-free transmission, and is correlated with virus yield. GP5 and M also have an impact on viral yield, but not on the spread pattern. In our study, the cell-free transmission pattern of type 2 PRRSV appeared to be more efficient than the cell-to-cell transmission pattern. However, it is important to further explore whether other type 2 PRRSV strains also exhibit this phenomenon. Overall, our findings provide new insight into the lifecycle of PRRSV and a new way to increase the titer of PRRSV in MARC-145 cells.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>Y-ZB: Data curation, Formal analysis, Investigation, Validation, Visualization, Writing &#x2013; original draft. YS: Data curation, Formal analysis, Methodology, Resources, Software, Validation, Writing &#x2013; original draft. Y-GL: Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Writing &#x2013; original draft. H-LZ: Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Writing &#x2013; original draft. T-QA: Conceptualization, Supervision, Writing &#x2013; review &amp; editing. QW: Resources, Writing &#x2013; review &amp; editing. Z-JT: Resources, Writing &#x2013; review &amp; editing. XQ: Conceptualization, Supervision, Writing &#x2013; review &amp; editing. X-HC: Conceptualization,&#xa0;Supervision, Writing &#x2013; review &amp; editing. Y-DT: Conceptualization, Funding acquisition, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was supported by the China National Key R&amp;D Program during the 14th Five-year Plan Period (Grant No. 2023YFD1801300).</p>
</sec>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
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