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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mol. Biosci.</journal-id>
<journal-title>Frontiers in Molecular Biosciences</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mol. Biosci.</abbrev-journal-title>
<issn pub-type="epub">2296-889X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">787388</article-id>
<article-id pub-id-type="doi">10.3389/fmolb.2021.787388</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Molecular Biosciences</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Comparative Analysis of anti-Shine- Dalgarno Function in <italic>Flavobacterium johnsoniae</italic> and <italic>Escherichia coli</italic>
</article-title>
<alt-title alt-title-type="left-running-head">McNutt et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">ASD Function</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>McNutt</surname>
<given-names>Zakkary A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gandhi</surname>
<given-names>Mai D.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shatoff</surname>
<given-names>Elan A.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Roy</surname>
<given-names>Bappaditya</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Devaraj</surname>
<given-names>Aishwarya</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bundschuh</surname>
<given-names>Ralf</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Fredrick</surname>
<given-names>Kurt</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1500446/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Ohio State Biochemistry Program, The Ohio State University, <addr-line>Columbus</addr-line>, <addr-line>OH</addr-line>, <country>United&#x20;States</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Center for RNA Biology, The Ohio State University, <addr-line>Columbus</addr-line>, <addr-line>OH</addr-line>, <country>United&#x20;States</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>Department of Microbiology, The Ohio State University, <addr-line>Columbus</addr-line>, <addr-line>OH</addr-line>, <country>United&#x20;States</country>
</aff>
<aff id="aff4">
<label>
<sup>4</sup>
</label>Department of Physics, The Ohio State University, <addr-line>Columbus</addr-line>, <addr-line>OH</addr-line>, <country>United&#x20;States</country>
</aff>
<aff id="aff5">
<label>
<sup>5</sup>
</label>Department of Chemistry and Biochemistry, The Ohio State University, <addr-line>Columbus</addr-line>, <addr-line>OH</addr-line>, <country>United</country>, <country>States</country>
</aff>
<aff id="aff6">
<label>
<sup>6</sup>
</label>Division of Hematology, Department of Internal Medicine, The Ohio State University, <addr-line>Columbus</addr-line>, <addr-line>OH</addr-line>, <country>United&#x20;States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1180267/overview">Kristin S. Koutmou</ext-link>, University of Michigan, United&#x20;States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/199779/overview">Patrick O&#x27;Donoghue</ext-link>, Western University, Canada</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/172942/overview">Allen Buskirk</ext-link>, Johns Hopkins University, United&#x20;States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Kurt Fredrick, <email>fredrick.5@osu.edu</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Protein and RNA Networks, a section of the journal Frontiers in Molecular Biosciences</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>12</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>787388</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 McNutt, Gandhi, Shatoff, Roy, Devaraj, Bundschuh and Fredrick.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>McNutt, Gandhi, Shatoff, Roy, Devaraj, Bundschuh and Fredrick</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>The anti-Shine-Dalgarno (ASD) sequence of 16S rRNA is highly conserved across Bacteria, and yet usage of Shine-Dalgarno (SD) sequences in mRNA varies dramatically, depending on the lineage. Here, we compared the effects of ASD mutagenesis in <italic>Escherichia coli</italic>, a Gammaproteobacteria which commonly employs SD sequences, and <italic>Flavobacterium johnsoniae</italic>, a Bacteroidia which rarely does. In <italic>E.&#x20;coli</italic>, 30S subunits carrying any single substitution at positions 1,535&#x2013;1,539 confer dominant negative phenotypes, whereas subunits with mutations at positions 1,540&#x2013;1,542 are sufficient to support cell growth. These data suggest that CCUCC (1,535&#x2013;1,539) represents the functional core of the element in <italic>E.&#x20;coli</italic>. In <italic>F. johnsoniae</italic>, deletion of three ribosomal RNA (<italic>rrn</italic>) operons slowed growth substantially, a phenotype largely rescued by a plasmid-borne copy of the <italic>rrn</italic> operon. Using this complementation system, we found that subunits with single mutations at positions 1,535&#x2013;1,537 are as active as control subunits, in sharp contrast to the <italic>E.&#x20;coli</italic> results. Moreover, subunits with quadruple substitution or complete replacement of the ASD retain substantial, albeit reduced, activity. Sedimentation analysis revealed that these mutant subunits are overrepresented in the subunit fractions and underrepresented in polysome fractions, suggesting some defect in 30S biogenesis and/or translation initiation. Nonetheless, our collective data indicate that the ASD plays a much smaller role in <italic>F. johnsoniae</italic> than in <italic>E.&#x20;coli</italic>, consistent with SD usage in the two organisms.</p>
</abstract>
<kwd-group>
<kwd>ribosome</kwd>
<kwd>translation</kwd>
<kwd>RF2 (prfB)</kwd>
<kwd>initiation</kwd>
<kwd>bacteroidetes</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Science Foundation<named-content content-type="fundref-id">10.13039/100000001</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Faithful protein synthesis requires that the translation machinery select the correct start codon over other AUG or similar trinucleotides. In all cells, intrinsic sequence and structural features of the mRNA enable start codon recognition. One well-known feature in prokaryotic cells is the Shine-Dalgarno (SD) sequence, a purine-rich element that lies upstream from the start codon and can pair with the anti-SD (ASD) sequence contained in the 3&#x2019; tail of 16S rRNA (<xref ref-type="bibr" rid="B40">Shine and Dalgarno, 1974</xref>; <xref ref-type="bibr" rid="B41">Steitz and Jakes, 1975</xref>). SD-ASD interaction helps position the start codon in the 30S subunit P site during initiation (<xref ref-type="bibr" rid="B45">Vellanoweth and Rabinowitz, 1992</xref>; <xref ref-type="bibr" rid="B42">Studer and Joseph, 2006</xref>; <xref ref-type="bibr" rid="B19">Hussain et&#x20;al., 2016</xref>). In <italic>Escherichia coli</italic>, most mRNAs contain a SD (<xref ref-type="bibr" rid="B28">Nakagawa et&#x20;al., 2017</xref>), and numerous genetic studies underscore the functional importance of the SD in such mRNAs (<xref ref-type="bibr" rid="B17">Hui and de Boer, 1987</xref>; <xref ref-type="bibr" rid="B20">Jacob et&#x20;al., 1987</xref>; <xref ref-type="bibr" rid="B11">de Smit and van Duin, 1994</xref>). At the same time, there are many mRNAs that naturally lack a SD and yet are accurately and efficiently translated, indicating that other features of mRNA can direct start codon selection (<xref ref-type="bibr" rid="B14">Espah Borujeni et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B24">Li et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B16">Hockenberry et&#x20;al., 2017</xref>).</p>
<p>Genomic studies have revealed that SD usage varies dramatically across Bacteria (<xref ref-type="bibr" rid="B29">Nakagawa et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B3">Accetto and Avgu&#x161;tin, 2011</xref>; <xref ref-type="bibr" rid="B28">Nakagawa et&#x20;al., 2017</xref>). Certain lineages, such as Bacteroidia (formerly Bacteroidetes), generally lack SD sequences. Baez <italic>et&#x20;al.</italic> analyzed translation in <italic>Flavobacterium johnsoniae</italic>, a member of Bacteroidia, to understand how start codon selection occurs in these organisms (<xref ref-type="bibr" rid="B4">Baez et&#x20;al., 2019</xref>). They found that reduced secondary structure, a Kozak-like sequence (A-3, A-6), and an upstream A-motif (A-12, A-13) contribute to initiation in <italic>F. johnsoniae</italic>. Additionally, they showed that, across the Bacteroidia, AUG trinucleotides in the vicinity of the start codon are clearly underrepresented. Thus, elimination of alternative AUG trinucleotides in the translation initiation region (TIR) is one means by which these organisms compensate for the absence of SD-ASD pairing (<xref ref-type="bibr" rid="B4">Baez et&#x20;al., 2019</xref>).</p>
<p>Variable usage of SD sequences in Bacteria came as a surprise, because the ASD is highly conserved across the entire domain (<xref ref-type="bibr" rid="B8">Cannone et&#x20;al., 2002</xref>). Reporter gene studies in several representative organisms have shown that Bacteroidia ribosomes fail to recognize SD sequences in the cell (<xref ref-type="bibr" rid="B3">Accetto and Avgu&#x161;tin, 2011</xref>; <xref ref-type="bibr" rid="B46">Wegmann et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B27">Mimee et&#x20;al., 2015</xref>), as though the ASD is functionally occluded in some way. A recent cryo-EM structure of the <italic>F. johnsoniae</italic> ribosome at 2.8&#xa0;&#xc5; resolution uncovered the basis of ASD inhibition (<xref ref-type="bibr" rid="B21">Jha et&#x20;al., 2021</xref>). The 3&#x2032; tail of 16S rRNA binds a pocket formed by bS21, bS18, and bS6 on the 30S platform domain, physically sequestering the ASD nucleotides. Residues of these proteins that interact with the 3&#x2019; tail are uniquely conserved in the Bacteroidia, suggesting that the mechanism of ASD occlusion is conserved across the class (<xref ref-type="bibr" rid="B21">Jha et&#x20;al., 2021</xref>).</p>
<p>Interestingly, SD sequences are absent from most but not all Bacteroidia genes. In fact, ribosomal protein genes <italic>rpsU</italic> (bS21) and/or <italic>rpsR</italic> (bS18) often contain a &#x201c;strong&#x201d; SD, depending on the organism order (<xref ref-type="bibr" rid="B21">Jha et&#x20;al., 2021</xref>). The corresponding proteins, bS21 and bS18, contribute to the mechanism of ASD occlusion, as mentioned above. This implies some type of translational autoregulation, the details of which remain to be elucidated. In Flavobacteriales, SDs are especially rare, and <italic>rpsU</italic> (bS21) is the only ribosomal gene to harbor one. A subset of Flavobacteriales, including Chryseobacteria and related species, has the alternative ASD sequence 5&#x2032;-UCUCA-3&#x2032; rather than the canonical ASD (5&#x2032;-CCUCC-3&#x2032;). Remarkably, compensatory substitutions are seen upstream of <italic>rpsU</italic> in these organisms, indicative of natural covariation. Thus, translation of at least one gene, <italic>rpsU</italic>, entails SD-ASD pairing in the Flavobacteriales (<xref ref-type="bibr" rid="B21">Jha et&#x20;al., 2021</xref>).</p>
<p>In this study, we compare the effects of ASD mutations in <italic>E.&#x20;coli</italic> and <italic>F. johnsoniae</italic>. In <italic>E.&#x20;coli</italic>, any single substitution of nucleotides 1,535&#x2013;1,539 confers a dominant negative phenotype, defining the functional core of the ASD. By contrast, <italic>F. johnsoniae</italic> ribosomes carrying analogous single substitutions have no apparent defects in translation. Moreover, ribosomes with four or five substitutions within the 1,535&#x2013;1,539 region retain substantial, albeit reduced, activity. These data illuminate the divergent functional roles for the ASD in Gammaproteobacteria versus Bacteroidia.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>
<italic>E.&#x20;coli</italic> Plasmids and Strains</title>
<p>Plasmid p287MS2 carries the <italic>rrnB</italic> operon downstream from the lambda P<sub>L</sub> promoter (<xref ref-type="bibr" rid="B49">Youngman et&#x20;al., 2004</xref>). Single mutations were made in the ASD region of p287MS2, generating the plasmids of <xref ref-type="table" rid="T1">Table&#x20;1</xref> (pMDxx; where &#x201c;xx&#x201d; represents a unique number). To test for dominant lethal/negative phenotypes, each pMDxx plasmid was transformed into DH10 (pcI857), and transformants were evaluated for growth at 30&#xb0;C and 43&#xb0;C, as described (<xref ref-type="bibr" rid="B38">Samaha et&#x20;al., 1995</xref>; <xref ref-type="bibr" rid="B9">Cochella et&#x20;al., 2007</xref>). To test the ability of the mutant ribosomes to support cell growth, the &#x394;7 strain SQZ10 was employed (<xref ref-type="bibr" rid="B33">Qin et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B35">Quan et&#x20;al., 2015</xref>). Each pMDxx plasmid was transformed into SQZ10, selecting for ampicillin resistance (100&#xa0;&#x3bc;g/ml). The resulting transformants were grown in liquid media, and cells were spread onto plates containing ampicillin and sucrose (5%), to select against the resident plasmid pHKrrnC-sacB. Successful plasmid replacement was evident by a high frequency of sucrose resistant (and kanamycin sensitive) colonies, and subsequently confirmed by plasmid purification and DNA sequencing (<xref ref-type="bibr" rid="B33">Qin et&#x20;al., 2007</xref>). Unsuccessful plasmid replacement was indicated by a low frequency of sucrose resistant colonies; i.e.,&#x20;more than four orders of magnitude lower than the control (p278MS2) case. Most of these colonies retained kanamycin resistance, and any rare isolates sensitive to kanamycin were found to contain the wild-type 16S rRNA gene, presumably due to homologous recombination.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Systematic mutagenesis of the 3&#x2019; end of 16S rRNA in <italic>E.&#x20;coli</italic>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Nucleotide</th>
<th align="center">Conservation<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</th>
<th align="center">Substitution</th>
<th align="center">Plasmid</th>
<th align="center">Dominant negative<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref>
</th>
<th align="center">Supports growth<xref ref-type="table-fn" rid="Tfn3">
<sup>c</sup>
</xref>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">A1534</td>
<td align="char" char=".">97.9</td>
<td align="center">C</td>
<td align="center">pMD24</td>
<td align="center">&#x2212;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">G</td>
<td align="center">pMD25</td>
<td align="center">&#x2212;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">U</td>
<td align="center">pMD26</td>
<td align="center">&#x2212;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left">C1535</td>
<td align="char" char=".">98.1</td>
<td align="center">A</td>
<td align="center">pMD27</td>
<td align="center">&#x2b;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">G</td>
<td align="center">pMD28</td>
<td align="center">&#x2b;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">U</td>
<td align="center">pMD29</td>
<td align="center">&#x2b;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left">C1536</td>
<td align="char" char=".">98.3</td>
<td align="center">A</td>
<td align="center">pMD14</td>
<td align="center">&#x2b;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">G</td>
<td align="center">pMD15</td>
<td align="center">&#x2b;&#x2b;&#x2b;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">U</td>
<td align="center">pMD16</td>
<td align="center">&#x2b;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left">U1537</td>
<td align="char" char=".">97.8</td>
<td align="center">A</td>
<td align="center">pMD30</td>
<td align="center">&#x2b;&#x2b;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">C</td>
<td align="center">pMD17</td>
<td align="center">&#x2b;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">G</td>
<td align="center">pMD31</td>
<td align="center">&#x2b;&#x2b;&#x2b;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left">C1538</td>
<td align="char" char=".">98.4</td>
<td align="center">A</td>
<td align="center">pMD18</td>
<td align="center">&#x2b;&#x2b;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">G</td>
<td align="center">pMD19</td>
<td align="center">&#x2b;&#x2b;&#x2b;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">U</td>
<td align="center">pMD20</td>
<td align="center">&#x2b;&#x2b;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left">C1539</td>
<td align="char" char=".">98.2</td>
<td align="center">A</td>
<td align="center">pMD21</td>
<td align="center">&#x2b;&#x2b;&#x2b;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">G</td>
<td align="center">pMD22</td>
<td align="center">&#x2b;&#x2b;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">U</td>
<td align="center">pMD23</td>
<td align="center">&#x2b;&#x2b;&#x2b;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left">U1540</td>
<td align="char" char=".">98.3</td>
<td align="center">A</td>
<td align="center">pMD42</td>
<td align="center">&#x2212;</td>
<td align="center">Yes</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">C</td>
<td align="center">pMD40</td>
<td align="center">&#x2212;</td>
<td align="center">No</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">G</td>
<td align="center">pMD41</td>
<td align="center">&#x2212;</td>
<td align="center">Yes</td>
</tr>
<tr>
<td align="left">U1541</td>
<td align="char" char=".">98.9</td>
<td align="center">A</td>
<td align="center">pMD37</td>
<td align="center">&#x2212;</td>
<td align="center">Yes</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">C</td>
<td align="center">pMD38</td>
<td align="center">&#x2212;</td>
<td align="center">Yes</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">G</td>
<td align="center">pMD39</td>
<td align="center">&#x2212;</td>
<td align="center">Yes</td>
</tr>
<tr>
<td align="left">A1542</td>
<td align="char" char=".">16.3</td>
<td align="center">C</td>
<td align="center">pMD43</td>
<td align="center">&#x2212;</td>
<td align="center">Yes</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">G</td>
<td align="center">pMD44</td>
<td align="center">&#x2212;</td>
<td align="center">Yes</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">U</td>
<td align="center">pMD45</td>
<td align="center">&#x2212;</td>
<td align="center">Yes</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>a</label>
<p>Per cent conservation in Bacteria (<xref ref-type="bibr" rid="B8">Cannone et&#x20;al., 2002</xref>).</p>
</fn>
<fn id="Tfn2">
<label>b</label>
<p>Dominant negative growth phenotypes were assessed in DH10 (pcI857, pMDxx) by spotting 20&#xa0;&#xb5;L of cells (10<sup>&#x2212;4</sup>, 10<sup>&#x2212;5</sup>, and 10<sup>&#x2212;6</sup> dilutions of overnight culture) onto LB, plates and incubating at either 30&#xb0;C (repressed) or 43&#xb0;C (derepressed). Results after 24&#xa0;h of incubation were scored as follows: no effect; &#x2b;, reduced colony size; &#x2b;&#x2b; evidence for growth only at highest level of inoculation; &#x2b;&#x2b;&#x2b;, no growth.</p>
</fn>
<fn id="Tfn3">
<label>c</label>
<p>A test of whether the mutant allele is sufficient to support growth. Yes: The resident plasmid pHKrrnC-sacB of &#x394;7 strain SQZ10 was successfully replaced by pMDxx. No: The frequency of sucrose resistant colonies in the counterselection step was &#x3e;4 orders of magnitude lower than the control (p278MS2) case, and these colonies typically retained kanamycin resistance. Any rare isolates sensitive to kanamycin were found to contain the wild-type 16S rRNA, gene, presumably due to homologous recombination.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2-2">
<title>
<italic>F. johnsoniae</italic> Plasmids and Strains</title>
<p>All <italic>F. johnsoniae</italic> strains (<xref ref-type="table" rid="T2">Table&#x20;2</xref>) were grown on rich CYE medium at 30&#xb0;C. <italic>F. johnsoniae</italic> plasmids (<xref ref-type="table" rid="T2">Table&#x20;2</xref>) were transformed into <italic>E.&#x20;coli</italic> strain E726 and then moved into <italic>F. johnsoniae</italic> via tri-parental mating as described previously (<xref ref-type="bibr" rid="B25">McBride and Kempf, 1996</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>List of <italic>F. johnsoniae</italic> strains and plasmids.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Name</th>
<th align="center">Description</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="3" align="left">
<italic>Strains</italic>
</td>
</tr>
<tr>
<td align="left">&#xa0;UW101</td>
<td align="left">wild-type</td>
<td align="left">
<xref ref-type="bibr" rid="B26">McBride et&#x20;al. (2009)</xref>
</td>
</tr>
<tr>
<td align="left">&#xa0;ZAM11</td>
<td align="left">
<italic>prfB(-FS)</italic>
</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;ZAM18 (&#x394;1)<italic>
<xref ref-type="table-fn" rid="Tfn4">
<sup>a</sup>
</xref>
</italic>
</td>
<td align="left">
<italic>prfB(-FS) &#x394;rrnF</italic>
</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;ZAM21</td>
<td align="left">UW101 (pZM14)</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;ZAM23 (&#x394;2)<italic>
<xref ref-type="table-fn" rid="Tfn4">
<sup>a</sup>
</xref>
</italic>
</td>
<td align="left">
<italic>prfB(-FS) &#x394;rrnF &#x394;rrnA</italic>
</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;ZAM25 (&#x394;3)<italic>
<xref ref-type="table-fn" rid="Tfn4">
<sup>a</sup>
</xref>
</italic>
</td>
<td align="left">
<italic>prfB(-FS) &#x394;rrnF &#x394;rrnA &#x394;rrnB</italic>
</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;ZAM26</td>
<td align="left">ZAM25 (pZM14)</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;ZAM28</td>
<td align="left">ZAM25 (pZM17)</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;ZAM41</td>
<td align="left">ZAM25 (pZM21; <underline>G</underline>CUCC)</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;ZAM42</td>
<td align="left">ZAM25 (pZM22; C<underline>A</underline>UCC)</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;ZAM43</td>
<td align="left">ZAM25 (pZM23; CC<underline>A</underline>CC)</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;ZAM46</td>
<td align="left">ZAM25 (pZM26; <underline>GAAG</underline>C)</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;ZAM47</td>
<td align="left">ZAM25 (pZM27; <underline>AU</underline>U<underline>GG</underline>)</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;ZAM49</td>
<td align="left">ZAM25 (pZM31; <underline>AAAAA</underline>)</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;ZAM50</td>
<td align="left">ZAM25 (pZM32)</td>
<td align="left">This work</td>
</tr>
<tr>
<td colspan="3" align="left">Plasmids</td>
</tr>
<tr>
<td align="left">&#xa0;pSCH710</td>
<td align="left">Shuttle vector with IPTG-inducible promoter</td>
<td align="left">
<xref ref-type="bibr" rid="B4">Baez et&#x20;al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left">&#xa0;pYT313</td>
<td align="left">Suicide vector for allelic replacement in Bacteroidia</td>
<td align="left">
<xref ref-type="bibr" rid="B50">Zhu et&#x20;al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">&#xa0;pZM06</td>
<td align="left">pSCH710 containing <italic>rrnA</italic>
</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;pZM14</td>
<td align="left">pZM06 with 16S mutation C1451U</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;pZM17</td>
<td align="left">pSCH710 containing tRNA<sup>Ile</sup>-tRNA<sup>Ala</sup> genes only</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;pZM21</td>
<td align="left">pZM14 with ASD sequence <underline>G</underline>CUCC</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;pZM22</td>
<td align="left">pZM14 with ASD sequence C<underline>A</underline>UCC</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;pZM23</td>
<td align="left">pZM14 with ASD sequence CC<underline>A</underline>CC</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;pZM26</td>
<td align="left">pZM14 with ASD sequence <underline>GAAG</underline>C</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;pZM27</td>
<td align="left">pZM14 with ASD sequence <underline>AU</underline>U<underline>GG</underline>
</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;pZM31</td>
<td align="left">pZM14 with ASD sequence <underline>AAAAA</underline>
</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">&#xa0;pZM32</td>
<td align="left">pZM14 with 16S mutation A1492U</td>
<td align="left">This work</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn4">
<label>a</label>
<p>Colloquial name in parentheses.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Mutations to the <italic>F. johnsoniae</italic> chromosome were made using precise allelic replacement (<xref ref-type="bibr" rid="B50">Zhu et&#x20;al., 2017</xref>). Alleles were cloned into the Bam HI and Sph I restriction sites of the suicide vector pYT313 (<xref ref-type="bibr" rid="B50">Zhu et&#x20;al., 2017</xref>). This vector has two selectable markers, <italic>bla</italic> (expressed in <italic>E.&#x20;coli</italic>) and <italic>ermF</italic> (expressed in <italic>F. johnsoniae</italic>), as well as the counter-selectable <italic>sacB</italic> gene (expressed in <italic>F. johnsoniae</italic>). Alleles were generated by separately amplifying &#x223c;1&#xa0;kb regions from the <italic>F. johnsoniae</italic> chromosome both up- and downstream of the target site. These two fragments were then inserted into pYT313 using Gibson Assembly (<xref ref-type="bibr" rid="B15">Gibson et&#x20;al., 2009</xref>). Resulting plasmids were moved into <italic>F. johnsoniae</italic>, and erythromycin (Em, 100&#xa0;&#x3bc;g/ml) resistant transconjugants were selected. Colonies were then screened for plasmid integration at the appropriate chromosomal locations using PCR. Confirmed recombinants were then grown overnight in the absence of Em, to allow for loss of the plasmid via a second recombination event, and then cells were plated on 5% sucrose for counterselection. Sucrose resistant/Em sensitive colonies were then screened via colony PCR for replacement of the wild-type allele for the mutant allele. <italic>rrnF</italic> was deleted from <italic>F. johnsoniae</italic> by removal of the chromosomal region 5,118,368 to 5,124,329. <italic>rrnA</italic> was deleted by removal of the chromosomal region 24,082 to 30,164. <italic>rrnB</italic> was deleted by removal of the chromosomal region 49,9700 to 50,6103.</p>
<p>The <italic>F. johnsoniae rrnA</italic> operon (chromosome positions: 29,556&#x2013;23,688) was cloned into the Bam HI and Sph I restriction sites of expression vector pSCH710 (<xref ref-type="bibr" rid="B4">Baez et&#x20;al., 2019</xref>), downstream of the inducible <italic>ompA</italic> promoter, to generate pZM06. The marker mutation C1451U (phenotypically silent) was introduced into the plasmid-encoded 16S gene, using site-directed mutagenesis, to yield pZM14. Other <italic>rrn</italic> alleles were similarly cloned into pSCH710 using Gibson Assembly. Plasmids were moved into <italic>F. johnsoniae</italic> strains via tri-parental mating and selecting for Em (100&#xa0;&#x3bc;g/ml) resistance.</p>
</sec>
<sec id="s2-3">
<title>Growth Competition Assays</title>
<p>Overnight cultures of <italic>F. johnsoniae</italic> UW101 and ZAM11 were used to seed fresh CYE medium both separately (wild-type and mutant only) or mixed (&#x223c;1:1, eight replicates). Inoculated cultures were grown up and back-diluted 200-fold to seed another culture, a process repeated daily for 36&#xa0;days. Aliquots were taken from saturated cultures for use as template for PCR to quantify the fraction of <italic>prfB</italic> mutants. Because the allele of the <italic>prfB</italic> mutant is effectively shortened by the removal of a single base, amplification of the <italic>prfB</italic> gene around the frameshift site resulted in two different size PCR products for the mixed cultures. PCR was done with Phusion DNA polymerase (NEB), since this enzyme leaves clean blunt-ended PCR products. Primers prZM53 (TAT&#x200b;TGT&#x200b;GGA&#x200b;GCG&#x200b;CCT&#x200b;TGG&#x200b;TGC&#x200b;GTT) and prZM55 (ATT&#x200b;TCG&#x200b;ATT&#x200b;AGC&#x200b;TTG&#x200b;GCA&#x200b;TCA&#x200b;ACG&#x200b;TC) were used to amplify the <italic>prfB</italic> alleles, producing a 64 bp product for the wild-type allele and 63 bp for the mutant allele. Radiolabeled prZM53 was included in the reaction. Briefly, prZM53 was 5&#x2032; end-labeled using <italic>&#x3b3;</italic>-[<sup>32</sup>P]-ATP and T4 polynucleotide kinase (NEB) and purified from free &#x3b3;-[<sup>32</sup>P]-ATP by Sephadex G-25 (Amersham Biosciences) chromatography. PCR products were resolved by denaturing 8% PAGE. Gel imaging and quantification were performed with a Typhoon FLA 9000 phosphorimager (GE Healthcare) and associated software (ImageQuant&#x20;5.2).</p>
</sec>
<sec id="s2-4">
<title>Computational Analysis of <italic>prfB</italic> Frameshifting Usage</title>
<p>A list of 997 organisms from the orders Cytophagales, Bacteroidales, Chitinophagales, Flavobacteriales, and Sphingobacteriales marked as GTDB species representatives and as NCBI type material were downloaded from GTDB (<xref ref-type="bibr" rid="B30">Parks et&#x20;al., 2021</xref>) (Table S2). 740 of these genome assemblies were successfully downloaded and ARFA (<xref ref-type="bibr" rid="B6">Bekaert et&#x20;al., 2006</xref>) was run on these assemblies with default parameters. A <italic>prfB</italic> gene was identified in 726 of these assemblies. Out of the 524 of the 726, in which ARFA detects a frameshift, we manually inspected all five for which the E-value for the detection of the gene fragment upstream of the frameshift (ORF0) was above 0.05, and identified one [<italic>Weeksella virosa</italic>, which had the highest of all E-values (0.32) for ORF0] that was miscalled by ARFA as frameshifted. We visualized the phylogenetic tree of the 726 organisms with a detected <italic>prfB</italic> gene using iTOL (<xref ref-type="bibr" rid="B23">Letunic and Bork, 2021</xref>).</p>
</sec>
<sec id="s2-5">
<title>Growth Measurements of <italic>F. johnsoniae</italic> Strains</title>
<p>For each strain, cells from overnight cultures were diluted 100-fold into CYE medium. If included, erythromycin was added to a final concentration of 100&#xa0;&#x3bc;g/ml and IPTG was added to a final concentration of 1&#xa0;mM. Cultures were shaken at 250&#xa0;rpm at 30&#xb0;C, and aliquots were regularly taken throughout growth to measure the optical density (OD) at 600&#xa0;nm. Doubling times were determined by fitting the data of the logarithmic phase of growth.</p>
</sec>
<sec id="s2-6">
<title>Sucrose Gradient Sedimentation Analyses</title>
<p>Ribosomal particles were fractionated using methods described previously (<xref ref-type="bibr" rid="B34">Qin and Fredrick, 2013</xref>). Briefly, cells were grown to mid-log phase (OD<sub>600</sub> 0.4&#x2013;0.7), poured over crushed ice, and harvested via centrifugation. The cell pellet was resuspended in lysis buffer [10&#xa0;mM Tris-HCl (pH 8.0), 10&#xa0;mM MgCl<sub>2</sub>, 1&#xa0;mg/ml lysozyme] and flash frozen three times in liquid nitrogen to lyse the cells. Deoxycholate was added (0.3% final), cell debris was pelleted, and clarified lysate (0.4&#xa0;ml) was loaded onto an 11&#xa0;ml 10&#x2013;40% (wt/vol) sucrose gradient and subjected to ultracentrifugation for 3.5&#xa0;h at 35,000&#xa0;rpm in an SW41 rotor (Beckman Coulter). Gradients were pumped using a syringe-pump system (Brandel) with in-line UV absorbance detector (UA-6, ISCO; 254&#xa0;nm), and 1&#xa0;ml fractions were collected.</p>
<p>Ribosomes were precipitated from sucrose fractions with ethanol, pelleted, and dissolved in 200&#xa0;&#xb5;L extraction buffer [0.3&#xa0;M sodium acetate (pH 6.5), 0.5% SDS, 5&#xa0;mM EDTA]. RNA was extracted twice with water-saturated phenol and twice with CHCl<sub>3</sub>/isoamyl alcohol (24:1). Extracted RNA was then precipitated with ethanol, pelleted, and dissolved in&#x20;water.</p>
<p>To determine the relative amount of mutant 16S rRNA in each fraction, poison primer extension was used as described (<xref ref-type="bibr" rid="B2">Abdi and Fredrick, 2005</xref>). Primer prZM66 (GTT&#x200b;ACC&#x200b;AGT&#x200b;TTT&#x200b;ACC&#x200b;CTA&#x200b;GGC&#x200b;A) was designed to anneal to 16S rRNA at a position 3&#x2032; of the marker mutation C1451U such that extension of the primer in the presence of dideoxyadenosine triphosphate (ddATP) results in distinct extension products that reflect the fraction of templates containing the mutation. Briefly, prZM66 was 5&#x2032; end-labeled using <italic>&#x3b3;</italic>-[<sup>32</sup>P]-ATP and T4 polynucleotide kinase (NEB) and purified from free <italic>&#x3b3;</italic>-[<sup>32</sup>P]-ATP by Sephadex G-25 (Amersham Biosciences) chromatography. In a 10-&#x3bc;L reaction containing 50&#xa0;mM HEPES (pH 7.6) and 100&#xa0;mM KCl, labeled primer was annealed to &#x223c;1.5&#xa0;pmol 16S rRNA by heating the reaction to 95&#xb0;C for 1&#xa0;min and then allowing it to cool slowly. After a brief centrifugation to recover condensation, 10&#xa0;&#x3bc;L of 2X extension mix [260&#xa0;mM Tris-HCl (pH 8.5), 20&#xa0;mM MgCl<sub>2</sub>, 20&#xa0;mM DTT, 6 U AMV reverse transcriptase (Life Sciences Advance Technologies Inc.), 340&#xa0;&#x3bc;M of ddATP, and 340&#xa0;&#x3bc;M of each other deoxynucleotide triphosphate) was added and the reaction was incubated for 10&#xa0;min at 42&#xb0;C. Finally, the primer extension products were passed through a Sephadex G-25 column, dissolved in loading solution (95% formamide, 20&#xa0;mM EDTA, 0.05% xylene cyanol FF, and 0.05% bromophenol blue), and resolved by denaturing 8% PAGE. Gels were then dried and imaged as described above.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Systematic Mutagenesis of the 3&#x2019; End of <italic>E.&#x20;coli</italic> 16S rRNA</title>
<p>The ASD region of the <italic>E.&#x20;coli</italic> ribosome has been targeted in several previous studies (<xref ref-type="bibr" rid="B17">Hui and de Boer, 1987</xref>; <xref ref-type="bibr" rid="B20">Jacob et&#x20;al., 1987</xref>; <xref ref-type="bibr" rid="B22">Lee et&#x20;al., 1996</xref>; <xref ref-type="bibr" rid="B36">Rackham and Chin, 2005</xref>; <xref ref-type="bibr" rid="B18">Hui et&#x20;al., 1988</xref>; <xref ref-type="bibr" rid="B48">Yassin et&#x20;al., 2005</xref>). Most of these studies aimed to generate functionally orthogonal ribosomes and hence entailed the simultaneous substitution of multiple nucleotides (e.g., 1,535&#x2013;1,540). While certain single mutations have been analyzed (<xref ref-type="bibr" rid="B20">Jacob et&#x20;al., 1987</xref>; <xref ref-type="bibr" rid="B48">Yassin et&#x20;al., 2005</xref>), to our knowledge no one has performed a comprehensive analysis of single substitutions across this critical region. We did so here, targeting nine positions (1,534&#x2013;1,542) of the 16S rRNA gene in plasmid p287MS2 (<xref ref-type="bibr" rid="B49">Youngman et&#x20;al., 2004</xref>). This plasmid contains the ribosomal RNA operon <italic>rrnB</italic> downstream from the P<sub>L</sub> promoter, allowing temperature-dependent transcription in cells containing a labile form of lambda repressor (cI857). Each plasmid was moved into <italic>E.&#x20;coli</italic> strain DH10 (pcI857) (<xref ref-type="bibr" rid="B38">Samaha et&#x20;al., 1995</xref>; <xref ref-type="bibr" rid="B13">Durfee et&#x20;al., 2008</xref>), and cell growth was assessed at 43&#xb0;C, conditions of P<sub>L</sub> de-repression (<xref ref-type="table" rid="T1">Table&#x20;1</xref>, <xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>). Production of 16S rRNA substituted at position 1,535, 1,536, 1,537, 1,538, or 1,539 conferred dominant negative effects. Certain variants (C1536G, U1537G, C1538G, C1539A, and C1539U) were especially deleterious. Presumably, these strong effects stem from altered specificity of the mutant ribosomes during initiation, consistent with widespread proteomic changes seen in analogous studies (<xref ref-type="bibr" rid="B20">Jacob et&#x20;al., 1987</xref>). Next, each plasmid was tested for its ability to support the growth of SQZ10, an <italic>E.&#x20;coli</italic> strain lacking all seven chromosomal <italic>rrn</italic> operons (&#x394;7) (<xref ref-type="bibr" rid="B33">Qin et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B35">Quan et&#x20;al., 2015</xref>). Most alleles substituted at positions 1,540&#x2013;1,542 were able to complement the &#x394;7 strain, whereas alleles with any mutation further upstream could not (<xref ref-type="table" rid="T1">Table&#x20;1</xref>). Collectively, these data indicate the functional importance of nucleotides 1,534&#x2013;1,539 in <italic>E.&#x20;coli</italic> and suggest that CCUCC represents the core&#x20;ASD.</p>
</sec>
<sec id="s3-2">
<title>Deletion of Three <italic>rrn</italic> Operons Slows the Growth of <italic>F. johnsoniae</italic>
</title>
<p>On its single chromosome, <italic>F. johnsoniae</italic> contains six virtually identical <italic>rrn</italic> operons that each encode 16S rRNA, tRNA<sup>Ile</sup> (anticodon GAU), tRNA<sup>Ala</sup> (anticodon UGC), 23S rRNA, and 5S rRNA. Starting with ZAM11, a strain which constitutively produces RF2 (see below), we began to progressively delete <italic>rrn</italic> operons (named <italic>rrnA-F</italic>, based on chromosome position; <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). Loss of one (<italic>&#x394;rrnF</italic>) or two (<italic>&#x394;rrnF&#x394;rrnA</italic>) operons had little if any effect on growth (<xref ref-type="fig" rid="F1">Figure&#x20;1C</xref>, <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). However, loss of three operons (<italic>&#x394;rrnF&#x394;rrnA&#x394;rrnB</italic>) slowed growth considerably, increasing the doubling time from 70 to 90&#xa0;min. These findings are reminiscent of <italic>E.&#x20;coli</italic> studies which showed that a minimum of four chromosomal operons are needed to sustain rapid growth (<xref ref-type="bibr" rid="B35">Quan et&#x20;al., 2015</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Sequential deletion of <italic>rrn</italic> operons in <italic>F. johnsoniae</italic> <bold>(A)</bold> Common architecture of an <italic>rrn</italic> operon in <italic>F. johnsoniae</italic>. All six operons are virtually identical and encode 16S rRNA (16S), tRNA<sup>Ile</sup> (Ile), tRNA<sup>Ala</sup> (Ala), 23S rRNA (23S), and 5S rRNA (5S). Each of the six <italic>rrn</italic> operons in <italic>F. johnsoniae</italic> were assigned a letter, based on chromosomal position. Accession IDs of the component genes for each operon are listed in order, along with the genomic positions (from annotated 5&#x2032; end of 16S to 3&#x2032; end of 5S) in parenthesis <bold>(B)</bold> A map of the <italic>F. johnsoniae</italic> chromosome with the positions and orientation of each <italic>rrn</italic> operon indicated <bold>(C)</bold> Doubling time (minutes) of the control strain ZAM11 and its deletion derivatives. Data represent the mean&#x20;&#xb1; SEM of three or more independent experiments. Asterisk denotes a significant difference, <italic>p</italic>&#x20;&#x3c; 0.05, based on a two-tailed <italic>t</italic>&#x20;test with the Bonferroni multiple-test correction. ns, not significant. C, control; &#x394;1, &#x394;<italic>rrnF</italic>; &#x394;2, &#x394;<italic>rrnF</italic>&#x394;<italic>rrnA</italic>; &#x394;3, &#x394;<italic>rrnF</italic>&#x394;<italic>rrnA</italic>&#x394;<italic>rrnB.</italic>
</p>
</caption>
<graphic xlink:href="fmolb-08-787388-g001.tif"/>
</fig>
<p>An <italic>rrn</italic> operon with a marker mutation (C1451U; a base substitution in the tetraloop of h44, predicted to be phenotypically silent) was cloned downstream of an engineered IPTG-inducible promoter in the shuttle vector pSCH710. The resulting plasmid (pZM14) was moved into the &#x394;3 strain of <italic>F. johnsoniae</italic>, and growth in the absence and presence of IPTG was measured (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>, ZAM26; <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). The doubling time decreased from 90 to 80&#xa0;min in the presence of inducer (1&#xa0;mM), indicating clear albeit partial complementation by the plasmid-borne <italic>rrn</italic> operon. Expression of tRNA<sup>Ile</sup> and tRNA<sup>Ala</sup> only (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>, ZAM28) had no effect, indicating the importance of rRNA in the complementation. The marker mutation C1451U allowed us to track the plasmid-encoded 30S subunits in various ribosome fractions, using primer extension with dideoxy-ATP (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>, ZAM26). These subunits accounted for &#x223c;25% of the total and were distributed evenly across all fractions of the sucrose gradient. This distribution pattern shows that the plasmid-encoded subunits are as active as chromosomally-encoded subunits in these&#x20;cells.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Ribosomes carrying multiple ASD substitutions retain substantial activity <italic>in vivo</italic>. Plasmid pZM14 or one of its derivatives was moved into UW101 (WT) or ZAM25 (&#x394;3), and cell doubling time in the absence (black bars) or presence (blue bars) of IPTG was measured. The ASD sequence of the plasmid-encoded 16S rRNA is indicated (ASD allele), and substituted nucleotides are underscored in red. In the case of strain ZAM28, only tRNA<sup>Ile</sup> and tRNA<sup>Ala</sup> are expressed from the plasmid (-rRNA). Data represent the mean&#x20;&#xb1; SEM of three or more independent experiments. Asterisks denote significant differences, <italic>p</italic>&#x20;&#x3c; 0.05, based on a two-tailed <italic>t</italic>&#x20;test with the Bonferroni multiple-test correction. ns, not significant.</p>
</caption>
<graphic xlink:href="fmolb-08-787388-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Tracking mutant particles in various ribosomal fractions <bold>(A)</bold> A representative experiment in which ribosomal complexes from induced ZAM26 cells were separated by sucrose gradient sedimentation. RNA isolated from collected fractions (one to ten) was subjected to primer extension analysis to quantify chromosomally-encoded (C-16S) and plasmid-encoded (P-16S) 16S rRNA. NR, no RNA <bold>(B)</bold> The fraction of plasmid-encoded 16S rRNA (P-16S) is plotted as a function of sucrose gradient fraction for various strains (as indicated). For each strain, the experiment was repeated three times, and data points and error bars represent mean&#x20;&#xb1; SEM values. The ASD sequence of the plasmid-encoded 16S rRNA is indicated in the key, and substituted nucleotides are underscored in red. Parallel primer extension analysis of RNA from total (unfractionated) lysates yielded the following values: ZAM26, 0.28&#x20;&#xb1; 0.01; ZAM46, 0.27&#x20;&#xb1; 0.01; ZAM47, 0.26&#x20;&#xb1; 0.01; ZAM49, 0.27&#x20;&#xb1; 0.01; ZAM50, 0.31&#x20;&#xb1; 0.01.</p>
</caption>
<graphic xlink:href="fmolb-08-787388-g003.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>30S Subunits Carrying Single Mutations in the Core ASD Appear to Be Fully Functional in <italic>F. johnsonia</italic>e</title>
<p>Using this complementation system, we began to evaluate mutations to the ASD core. Derivatives of pZM14 harboring various single mutations were made and introduced into the &#x394;3 strain. Growth of the resulting strains (ZAM41-43) in the absence and presence of IPTG was measured, and the data were indistinguishable from that of the ZAM26 control (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>, <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). In other words, the mutant 30S subunits carrying C1535G, C1536A, or U1537A rescued the growth defect of the &#x394;3 strain as well as the control subunits and hence have similar activity. Notably, these same mutations confer dominant negative phenotypes in <italic>E.&#x20;coli</italic> (<xref ref-type="table" rid="T1">Table&#x20;1</xref>).</p>
<p>As a separate control, we introduced the A-site mutation A1492U into plasmid pZM14 and moved the resulting plasmid into the &#x394;3 strain (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>, ZAM50; Table S1). Mutation A1492U targets the 30S A site and eliminates translation activity in <italic>E.&#x20;coli</italic> (<xref ref-type="bibr" rid="B2">Abdi and Fredrick, 2005</xref>). Expression of 16S (A1492U) rRNA in the presence of IPTG strongly inhibited growth, increasing the doubling time to 104&#xa0;min. This dominant negative phenotype is in line with analogous experiments done in <italic>E.&#x20;coli</italic> (<xref ref-type="bibr" rid="B32">Powers and Noller, 1990</xref>; <xref ref-type="bibr" rid="B9">Cochella et&#x20;al., 2007</xref>) and indicates that, in this <italic>F. johnsoniae</italic> system, plasmid-encoded 16S rRNA is expressed at levels high enough to confer such phenotypes.</p>
</sec>
<sec id="s3-4">
<title>30S Subunits Carrying Multiple Mutations in the Core ASD Retain Substantial Activity in <italic>F. johnsoniae</italic>
</title>
<p>Next, we heavily mutagenized the ASD and tested the ability of the corresponding mutant ribosomes to restore growth of the &#x394;3 strain (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>, <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). Production of subunits with quadruple substitutions within the ASD (CCUCC to <underline>GAAG</underline>C or <underline>AU</underline>U<underline>GG</underline>; mutations underscored) reduced doubling times from 90 to &#x223c;82&#xa0;min, rescues nearly as robust as that provided by control (CCUCC) subunits. Subunits in which the core ASD is replaced with AAAAA also stimulated growth, albeit to smaller degree. Thus, ribosomes lacking the ASD sequence can translate endogenous mRNA in <italic>F. johnsoniae</italic>.</p>
</sec>
<sec id="s3-5">
<title>Mutant 16S rRNA Is Enriched in 30S Particles, Indicating Some Defect in Assembly or Initiation</title>
<p>The activity of various mutant ribosomes in the cell was evaluated by quantifying the proportion of plasmid-encoded 16S rRNA in ribosomal particles fractionated by sucrose gradient sedimentation (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). Subunits carrying four or five substitutions in the ASD exhibited similar profiles, with overrepresentation in the subunit region (fractions 3&#x2013;4) and underrepresentation in the polysome region (fractions 8&#x2013;10). These data indicate that wild-type ribosomes outcompete the mutant ribosomes for mRNA loading. This could stem from a defect in initiation or assembly, as in either case 30S particles would accumulate and fewer ribosomes would enter the actively-translating pool. Notably, A<sub>260</sub> traces of the lysates were similar across the board (<xref ref-type="sec" rid="s10">Supplementary Figure S2</xref>), indicating little or no effects on the overall proportions of subunits, monosomes, and polysomes in these strains.</p>
<p>In the case of A1492U, mutant particles accumulated in the 70S region (fractions 6&#x2013;7) and were present at reduced levels in both the subunit and polysome regions (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). As this mutation targets an A-site residue critical for decoding, these mutant ribosomes are presumably trapped as 70S initiation complexes, unable to transition to elongation. Their presence in polysomes can be explained by one or more wild-type ribosomes downstream on the mRNA, and their relative underrepresentation in the subunit region might be explained by an inability of &#x201c;stuck&#x201d; 70S complexes to dissociate.</p>
</sec>
<sec id="s3-6">
<title>Elimination of RF2 Autoregulation in <italic>F. johnsoniae</italic> has No Obvious Effect on Cell Fitness</title>
<p>In many bacteria, the gene encoding RF2, <italic>prfB</italic>, is autoregulated via a &#x2b;1 programmed frameshifting mechanism (<xref ref-type="bibr" rid="B10">Craigen and Caskey, 1986</xref>; <xref ref-type="bibr" rid="B47">Weiss et&#x20;al., 1987</xref>; <xref ref-type="bibr" rid="B5">Baranov et&#x20;al., 2002</xref>). In <italic>E.&#x20;coli</italic>, the frameshift site corresponds to <bold>AGGGGGU</bold>AUCUU<bold>
<italic>UGA</italic>
</bold>C, where the slippery sequence (underscored) overlaps the in-frame stop codon (bold italics), just downstream from a SD-like sequence (bold). When RF2 levels are low in the cell, ribosomes containing peptidyl-tRNA<sup>Leu</sup>:CUU in the P site and codon UGA in the A site pause. Because the SD-like sequence is closely juxtaposed to the P codon, pairing to the ASD causes tension on the mRNA that promotes slippage of peptidyl-tRNA<sup>Leu</sup> from CUU (zero frame) to UUU (&#x2b;1 frame) (<xref ref-type="bibr" rid="B12">Devaraj and Fredrick, 2010</xref>). Continued translation in the &#x2b;1 frame allows production of full-length RF2. As RF2 levels rise, the rate of termination at the in-frame UGA increases, down-regulating further production of the factor.</p>
<p>One might expect Bacteroidia to lack this autoregulatory mechanism because it depends on mRNA-rRNA pairing. However, we noticed that the <italic>prfB</italic> gene of <italic>F. johnsoniae</italic> contains a &#x2b;1 programmed frameshift site, virtually identical to that of <italic>E.&#x20;coli</italic> but with a &#x201c;perfect&#x201d; SD-like sequence: <bold>AGGAGGU</bold>AUCUU<bold>
<italic>UGA</italic>
</bold>C (annotated as above). To evaluate the prevalence of <italic>prfB</italic> programmed frameshifting across the class, we used the tool ARFA (<xref ref-type="bibr" rid="B6">Bekaert et&#x20;al., 2006</xref>). Over 700 representative genomes were analyzed, and in 72% of the cases (523/726), <italic>prfB</italic> contains the frameshift. This value is in line with frequencies calculated previously (70&#x2013;87%), using organisms from multiple phyla (<xref ref-type="bibr" rid="B5">Baranov et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B6">Bekaert et&#x20;al., 2006</xref>). Thus, the autoregulatory mechanism seems no less common in the Bacteroidia. Supplementary Figure S3 shows occurrences of programmed frameshifting projected onto the GTDB phylogenetic tree (<xref ref-type="bibr" rid="B30">Parks et&#x20;al., 2021</xref>). The frameshift is present in all Sphingobacteriales analyzed and absent from all Weeksellaceae analyzed. However, the other clades show considerable variability, implying evolutionary loss and/or gain of the autoregulatory mechanism.</p>
<p>Before embarking on genetic analysis of the ASD (described above), we decided to remove the <italic>prfB</italic> frameshift, because we were mainly interested in roles of the ASD beyond this autoregulatory mechanism. We replaced the frameshift site (codons 18&#x2013;22) with the sequence CGT AGA TAT CTT GAC. The resulting strain, ZAM11, which contains an undisrupted <italic>prfB</italic> open reading frame encoding the wild-type RF2 protein, exhibited no obvious growth defect. To further characterize the strain, we co-cultured ZAM11 and its parent strain UW101 in eight replicate experiments, growing the cells in CYE medium and passaging them every day for 36&#x20;days (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>). Samples were removed at each passage, and PCR was used to quantify the abundance of ZAM11 versus UW101. The ZAM11/UW101 ratio increased or decreased slowly as a function of time, depending on the particular replicate and time window. In six of the eight experiments, ZAM11 predominated by day 36. Hence, this mutation, which effectively removes <italic>prfB</italic> autoregulation, confers no obvious loss of fitness, at least under these laboratory conditions.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Autoregulation of RF2 synthesis provides no obvious fitness benefit in <italic>F. johnsoniae</italic>. Growth competition between strains UW101 and ZAM11&#x20;<bold>(A)</bold> Sequence of codons 15&#x2013;25 of <italic>prfB</italic> in the wild-type strain UW101 (<italic>prfB</italic>) and the engineered strain ZAM11 (<italic>prfB(-FS)</italic>). Note that the encoded protein sequence (AA seq.) remains unchanged <bold>(B)</bold> An example of the primary data. Mixed cultures were passaged daily, and aliquots were taken and analyzed by PCR to distinguish wild-type and mutant alleles. Control reactions containing pure wild-type cells (W), pure mutant cells (M), or no cells (N) are shown in the rightmost lanes <bold>(C)</bold> The proportion of mutant (M) versus wildtype (W) cells is plotted as a function of time, for eight biological replicates. Each replicate is represented by a different color, and Y values correspond to log<sub>10</sub> (M/W).</p>
</caption>
<graphic xlink:href="fmolb-08-787388-g004.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>In this study, we show that the ASD plays a much smaller role in <italic>F. johnsoniae</italic> than in <italic>E.&#x20;coli</italic>. In <italic>F. johnsoniae</italic>, ribosomes carrying single mutations at positions 1,535&#x2013;1,537 are as active as WT ribosomes, based on genetic complementation. In <italic>E.&#x20;coli</italic>, the same mutations cause a dominant negative or dominant lethal phenotype. Remarkably, <italic>F. johnsoniae</italic> ribosomes retain substantial activity even after quadruple mutation or complete replacement of the ASD (nucleotides 1,535&#x2013;1,539). This clear difference in ASD dependence can be explained by SD usage in the two organisms. Most <italic>E.&#x20;coli</italic> genes contain a SD (<xref ref-type="bibr" rid="B29">Nakagawa et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B28">Nakagawa et&#x20;al., 2017</xref>), whereas very few <italic>F. johnsoniae</italic> genes do (<xref ref-type="bibr" rid="B21">Jha et&#x20;al., 2021</xref>). In fact, sequences complementary to the 3&#x2019; end of 16S rRNA are underrepresented upstream of start codons in <italic>F. johnsoniae</italic> (and other Bacteroidia), implying that rRNA-mRNA pairing can be inhibitory for initiation on many mRNAs (<xref ref-type="bibr" rid="B21">Jha et&#x20;al., 2021</xref>).</p>
<p>
<italic>F. johnsoniae</italic> ribosomes carrying multiple ASD mutations are active but functionally compromised. This reduced activity could stem from a defect in 30S assembly. Era, a conserved bacterial GTPase critical for 30S biogenesis, interacts directly with nucleotides 1,530&#x2013;1,539 of 16S rRNA, which includes the core ASD (nt 1,535&#x2013;1,539) (<xref ref-type="bibr" rid="B39">Sharma et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B44">Tu et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B43">Tu et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B37">Razi et&#x20;al., 2019</xref>). The mutations we made are predicted to disrupt Era-rRNA contacts, which may slow assembly of the mutant subunits, leading to their enrichment in the 30S region of the gradient and their depletion from the polysome region. Another possibility is that these mutant ribosomes are defective in translation initiation. A recent cryo-EM structure of the <italic>F. johnsoniae</italic> ribosome revealed that the 3&#x2032; tail of 16S rRNA binds a pocket formed by bS21, bS18, and bS6 on the 30S platform, explaining why <italic>F. johnsoniae</italic> ribosomes are &#x201c;blind&#x201d; to SD sequences <italic>in vivo</italic> and <italic>in&#x20;vitro</italic> (<xref ref-type="bibr" rid="B21">Jha et&#x20;al., 2021</xref>). Mutations at positions 1,537&#x2013;1,539 are predicted to disrupt ASD interactions with bS21 and/or bS18 on the platform, effectively liberating the 3&#x2019; tail. This might be generally detrimental to <italic>F. johnsoniae</italic> initiation, which normally does not entail mRNA-rRNA pairing. Further work will be needed to distinguish whether these ASD mutations influence assembly or initiation (or both), and exactly how they do&#x20;so.</p>
<p>Translation of <italic>rpsU</italic> in <italic>F. johnsoniae</italic> does involve SD-ASD pairing (<xref ref-type="bibr" rid="B21">Jha et&#x20;al., 2021</xref>), hence bS21 production may be compromised in cells with ASD-substituted ribosomes. While this could impair 30S assembly, both mutant and wild-type subunits would be equivalently affected, which is inconsistent with our gradient sedimentation results. Instead, our data provide strong evidence that the mutant subunits are specifically defective (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>), while global translation in the cell is largely unchanged (<xref ref-type="sec" rid="s10">Supplementary Figure&#x20;S2</xref>).</p>
<p>Growth of <italic>F. johnsoniae</italic> slowed substantially after deletion of the third (of six) ribosomal RNA (<italic>rrn</italic>) operons. This is reminiscent of analogous experiments in <italic>E.&#x20;coli</italic>, where a clear drop in growth occurred upon deletion of the fourth (of seven) operons (<xref ref-type="bibr" rid="B35">Quan et&#x20;al., 2015</xref>). However, the basis of this growth inhibition differs in the two systems. For <italic>E.&#x20;coli</italic> &#x394;4, the growth phenotype can be largely rescued by plasmid ptRNA67, which encodes the various tRNA genes associated with seven <italic>rrn</italic> operons, and the additional presence of a plasmid expressing ribosomal RNA has no further effect. In fact, deletion of two more <italic>rrn</italic> operons (strain &#x394;6) are needed before growth becomes limited by rRNA levels. For the &#x394;3 strain of <italic>F. johnsoniae</italic>, complementation depends on plasmid-encoded rRNA, not tRNA (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>, ZAM28). In other words, the three intact <italic>rrn</italic> operons on the chromosome are unable to maintain sufficient levels of rRNA in the cell. This hints that feedback regulation of rRNA synthesis in <italic>F. johnsoniae</italic> differs from that in <italic>E.&#x20;coli</italic> (<xref ref-type="bibr" rid="B31">Paul et&#x20;al., 2004</xref>), a hypothesis worth exploring in the future.</p>
<p>While pZM14 can complement the &#x394;3 strain of <italic>F. johnsoniae</italic>, the growth rate of ZAM26 does not reach that of wild-type cells. Why only partial complementation is seen remains unclear. One possibility is that production of rRNA from pZM14 is simply not high enough. This plasmid contains the <italic>rrn</italic> operon (<italic>rrnA</italic>) downstream from an engineered <italic>ompA</italic> promoter (<xref ref-type="bibr" rid="B4">Baez et&#x20;al., 2019</xref>), which is probably less active than the native <italic>rrn</italic> promoter. In earlier work (<xref ref-type="bibr" rid="B7">Boleratz, 2016</xref>), we cloned the <italic>rrn</italic> operon with its native promoter into an analogous shuttle vector, but we were unable to move the resulting plasmid into <italic>F. johnsoniae</italic>. Further investigation, involving conjugation of numerous deletion derivatives, showed that the <italic>rrn</italic> promoter itself prevents transconjugant formation (<xref ref-type="bibr" rid="B7">Boleratz, 2016</xref>). We suspect that high-level transcription directed by P<sub>
<italic>rrn</italic>
</sub> interferes with plasmid replication or stability. Unfortunately, these experiments left us with no useful constructs, and the basis of partial complementation remains unsolved.</p>
<p>All bacteria have two primary release factors&#x2014;RF1, which recognizes UAA and UAG; and RF2, which recognizes UAA and UGA. In many species, production of RF2 is autoregulated via a &#x2b;1 programmed frameshifting mechanism, which depends on mRNA-rRNA pairing. In this work, we show that <italic>prfB</italic> autoregulation is also common among Bacteroidia, even though ribosomes of these organisms exhibit an occluded ASD and generally fail to recognize SD sequences (<xref ref-type="bibr" rid="B21">Jha et&#x20;al., 2021</xref>). Presumably, the frameshifting mechanism has adapted in these organisms to account for the altered ASD dynamics. Interestingly, ribo-seq read coverage suggests that ribosomes pause at the slippery site much longer in <italic>F. johnsoniae</italic> than in <italic>E.&#x20;coli</italic> (<xref ref-type="bibr" rid="B4">Baez et&#x20;al., 2019</xref>). We hypothesize that other <italic>cis</italic>-acting elements and/or trans-acting factors promote this pause, allowing enough time for the ASD to dissociate from the 30S platform and pair with the mRNA. Notably, the <italic>prfB</italic> frameshift appears to be uniformly absent in Weeksellaceae. This clade includes Chryseobacteria and related organisms, whose ribosomes have an alternative ASD (5&#x2032;-UCUCA-3&#x2032;) (<xref ref-type="bibr" rid="B21">Jha et&#x20;al., 2021</xref>). This observation is consistent with a critical role for rRNA-mRNA pairing in <italic>prfB</italic> frameshifting and hints that multiple G-C pairs may be needed.</p>
<p>Prior to mutational analysis of the ASD, we removed the&#x20;frameshift site of <italic>prfB</italic> in <italic>F. johnsoniae</italic>. The resulting strain, ZAM11, constitutively produces the wild-type RF2 protein from one open reading frame. Interestingly, ZAM11 exhibited no obvious phenotype, and growth competition experiments revealed no loss of fitness, at least under the laboratory conditions tested. To our knowledge, analogous work has yet to be performed in <italic>E.&#x20;coli</italic>, or any other bacterium. The prevalence of the autoregulatory mechanism across Bacteria implies that it must provide some benefit. There is some evidence that overproduction of RF2 can be deleterious, perhaps due to misreading of the tryptophan codon UGG (<xref ref-type="bibr" rid="B1">Abdalaal et&#x20;al., 2020</xref>). Further studies of ZAM11 (and/or analogous strains in other bacteria) will be needed to understand the physiological role of <italic>prfB</italic> autoregulation.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in&#x20;the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>ZM and KF designed research; ZM, MD, ES, BR, and AD performed research; ZM, RB and KF analyzed data; ZM, RB and KF wrote the paper; all authors edited the&#x20;paper.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by a grant from the National Science Foundation (MCB-2029502 to&#x20;KF).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<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>
</sec>
<ack>
<p>We thank M. McBride for providing pYT313.</p>
</ack>
<sec id="s10">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://www.frontiersin.org/articles/10.3389/fmolb.2021.787388/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmolb.2021.787388/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table2.xlsx" id="SM1" mimetype="application/xlsx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="DataSheet1.PDF" id="SM2" mimetype="application/PDF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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