<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.21551.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Research Article</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Widespread use of the &#x201c;ascidian&#x201d; mitochondrial genetic code in tunicates</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: 2 approved]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Pichon</surname>
                        <given-names>Julien</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-8065-0024</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Luscombe</surname>
                        <given-names>Nicholas M.</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0001-5293-4778</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a3">3</xref>
                    <xref ref-type="aff" rid="a4">4</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Plessy</surname>
                        <given-names>Charles</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0001-7410-6295</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Genomics and Regulatory Systems Unit, Okinawa Institute of Science and Technology Graduate University, Onna-son, Okinawa, 904-0495, Japan</aff>
                <aff id="a2">
                    <label>2</label>Universit&#x00e9; de Paris, Paris, France</aff>
                <aff id="a3">
                    <label>3</label>The Francis Crick Institute, London, NW1 1AT, UK</aff>
                <aff id="a4">
                    <label>4</label>Genetics Institute, University College London, London, WC1E 6BT, UK</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:charles.plessy@oist.jp">charles.plessy@oist.jp</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>10</day>
                <month>12</month>
                <year>2019</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2019</year>
            </pub-date>
            <volume>8</volume>
            <elocation-id>2072</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>4</day>
                    <month>12</month>
                    <year>2019</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2019 Pichon J et al.</copyright-statement>
                <copyright-year>2019</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/8-2072/pdf"/>
            <abstract>
                <p>
                    <bold>Background:</bold> Ascidians, a tunicate class, use a mitochondrial genetic code that is distinct from vertebrates and other invertebrates. Though it has been used to translate the coding sequences from other tunicate species on a case-by-case basis, it is has not been investigated whether this can be done systematically. This is an important because a) some tunicate mitochondrial sequences are currently translated with the invertebrate code by repositories such as NCBI GenBank, and b) uncertainties about the genetic code to use can complicate or introduce errors in phylogenetic studies based on translated mitochondrial protein sequences.</p>
                <p>
                    <bold>Methods:</bold> We collected publicly available nucleotide sequences for non-ascidian tunicates including appendicularians such as 
                    <italic toggle="yes">Oikopleura dioica</italic>, translated them using the ascidian mitochondrial code, and built multiple sequence alignments covering all tunicate classes.</p>
                <p>
                    <bold>Results:</bold> All tunicates studied here appear to translate AGR codons to glycine instead of serine (invertebrates) or as a stop codon (vertebrates), as initially described in ascidians. Among Oikopleuridae, we suggest further possible changes in the use of the ATA (Ile 
                    <italic toggle="yes">&#x2192;</italic> Met) and TGA (Trp 
                    <italic toggle="yes">&#x2192;</italic> Arg) codons.</p>
                <p>
                    <bold>Conclusions:</bold> We recommend using the ascidian mitochondrial code in automatic translation pipelines of mitochondrial sequences for all tunicates. Further investigation is required for additional species-specific differences.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Tunicate</kwd>
                <kwd>Oikopleura</kwd>
                <kwd>Genetic code</kwd>
                <kwd>Mitochondria</kwd>
                <kwd>Cytochrome oxidase subunit I</kwd>
            </kwd-group>
            <funding-group>
                <award-group id="fund-1" xlink:href="http://dx.doi.org/10.13039/501100004199">
                    <funding-source>Okinawa Institute of Science and Technology Graduate University</funding-source>
                </award-group>
                <award-group id="fund-2" xlink:href="http://dx.doi.org/10.13039/501100006574">
                    <funding-source>Minist&#x00e8;re de l'Enseignement Sup&#x00e9;rieur, de la Recherche Scientifique et de la Formation des Cadres</funding-source>
                </award-group>
                <funding-statement>JP&#x2019;s internship at OIST was supported by the French Ministry for Education and Research and by laboratory funding from OIST</funding-statement>
                <funding-statement>
                    <italic>The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</italic>
                </funding-statement>
            </funding-group>
        </article-meta>
    </front>
    <body>
        <sec sec-type="intro">
            <title>Introduction</title>
            <p>Tunicates are marine animals that have acquired the capacity to produce cellulose by horizontal gene transfer approximately 500 million years ago (
                <xref ref-type="bibr" rid="ref-1">Matthysse 
                    <italic toggle="yes">et al.</italic>, 2004</xref>; 
                <xref ref-type="bibr" rid="ref-2">Nakashima 
                    <italic toggle="yes">et al.</italic>, 2004</xref>). Together with vertebrates and cephalochordates, they belong to the chordate phylum, in which they share morphological features such as a muscular tail during larval stages. Phylogenetic studies place the tunicates as the closest living relatives of vertebrates (
                <xref ref-type="bibr" rid="ref-3">Delsuc 
                    <italic toggle="yes">et al.</italic>, 2006</xref>). Tunicates can be subdivided in three classes: Thaliacea (free-swimming colonial species, for instance salps or dolioids), Appendicularia (free-swimming solitary species with an adult morphologically similar to the larval stage of other tunicates), and Ascidiacea (attached to solid substrates in their adult stage, for instance sea squirts). The relationship between these classes and therefore their mono- or paraphyly has been revised multiple times. For instance the 18S rRNA analysis of 
                <xref ref-type="bibr" rid="ref-4">Stach &amp; Turbeville (2002)</xref> nested Appendicularia within Ascidiacea, but more recently 
                <xref ref-type="bibr" rid="ref-5">Delsuc 
                    <italic toggle="yes">et al.</italic> (2018)</xref> placed them as sister groups using a multigene approach. The paraphyly of Ascidiacea is now widely accepted, as the above studies and others demonstrated that they contain the Thaliacea.</p>
            <p>Mitochondrial genomes undergo major changes at the geological time scale due to their small size and clonal reproduction, including changes to their genetic code (
                <xref ref-type="bibr" rid="ref-6">Osawa 
                    <italic toggle="yes">et al.</italic>, 1992</xref>). The first evidence that ascidians use a specific mitochondrial genetic code stemmed from observations that the cytochrome c oxidase subunit 1 (
                <italic toggle="yes">Cox1</italic>) sequence from 
                <italic toggle="yes">Halocynthia roretzi</italic> (
                <xref ref-type="bibr" rid="ref-7">Yokobori 
                    <italic toggle="yes">et al.</italic>, 1993</xref>) and the 
                <italic toggle="yes">Cox3</italic> sequence of 
                <italic toggle="yes">Pyura stolonifera</italic> (
                <xref ref-type="bibr" rid="ref-8">Durrheim 
                    <italic toggle="yes">et al.</italic>, 1993</xref>) are interrupted by stop codons if translated using the vertebrate mitochondrial code. Reassignment of AGR codons to glycine was later confirmed by the discovery of a glycine (Gly) tRNA in the 
                <italic toggle="yes">H. roretzi</italic> genome (
                <xref ref-type="bibr" rid="ref-9">Yokobori 
                    <italic toggle="yes">et al.</italic>, 1999</xref>) and by the sequencing of its anticodon (U*CU) (
                <xref ref-type="bibr" rid="ref-10">Kondow 
                    <italic toggle="yes">et al.</italic>, 1999</xref>). Apart from the AGR codons, the ascidian code is similar to the vertebrate and the invertebrate ones, with ATA assigned to methionine (Met) and TGA to tryptophan (Trp) (
                <xref ref-type="bibr" rid="ref-7">Yokobori 
                    <italic toggle="yes">et al.</italic>, 1993</xref>).</p>
            <p>This genetic code is known as the &#x201c;ascidian&#x201d; genetic code; however, it is also used by non-ascidian tunicates, such as the thaliacean 
                <italic toggle="yes">Doliolum nationalis</italic> (
                <xref ref-type="bibr" rid="ref-11">Yokobori 
                    <italic toggle="yes">et al.</italic>, 2005</xref>). The possibility that this genetic code emerged earlier than tunicates was raised by the study of partial genome sequences of 
                <italic toggle="yes">Branchiostoma lanceolatum</italic> (
                <xref ref-type="bibr" rid="ref-12">Delarbre 
                    <italic toggle="yes">et al.</italic>, 1997</xref>) leading to the proposition that AGR might encode Gly in cephalochordates. While this seemed to be supported by the discovery of a putative TCT (Gly) tRNA in the full mitochondrial genome of 
                <italic toggle="yes">B. lanceolatum</italic> (
                <xref ref-type="bibr" rid="ref-13">Spruyt 
                    <italic toggle="yes">et al.</italic>, 1998</xref>), this hypothesis was later ruled out by an analysis of the related amphioxus 
                <italic toggle="yes">Branchiostoma floridae</italic> (
                <xref ref-type="bibr" rid="ref-14">Boore 
                    <italic toggle="yes">et al.</italic>, 1999</xref>), and has not been reconsidered since. Finally, studies on the appendicularian branch showed compatibility between the mitochondrial sequence of 
                <italic toggle="yes">Oikopleura dioica</italic> and the ascidian code (
                <xref ref-type="bibr" rid="ref-15">Denoeud 
                    <italic toggle="yes">et al.</italic>, 2010</xref>). Nevertheless, support for compatibility was not demonstrated explicitly for the ATA and TGA codons and the mitochondrial sequence of 
                <italic toggle="yes">O. dioica</italic> were not released in International Nucleotide Sequence Database Collaborations (INSDC) databanks.</p>
            <p>Cox1 is the most conserved mitochondrial protein. Although no mitochondrial genome has been fully sequenced yet for appendicularians, partial 
                <italic toggle="yes">Cox1</italic> sequences are present in the INSDC databanks for Oikopleuridae. 
                <xref ref-type="bibr" rid="ref-16">Sakaguchi 
                    <italic toggle="yes">et al.</italic> (2017)</xref> reported that all 
                <italic toggle="yes">Oikopleura</italic> mitochondrial sequences (
                <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/AY116609">AY116609</ext-link>&#x2013;
                <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/AY116611">AY116611</ext-link> and 
                <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/KF977307">KF977307</ext-link>) may be contaminations from bacteria or cnidarians, and provided partial sequences for 
                <italic toggle="yes">Oikopleura longicauda</italic> in the same study. Partial mitochondrial sequences were published for 
                <italic toggle="yes">Bathochordaeus</italic> and 
                <italic toggle="yes">Mesochordaeus</italic> species by 
                <xref ref-type="bibr" rid="ref-17">Sherlock 
                    <italic toggle="yes">et al.</italic> (2017)</xref>. In addition, 
                <xref ref-type="bibr" rid="ref-18">Naville 
                    <italic toggle="yes">et al.</italic> (2019)</xref> recently published draft genome for several appendicularian species. Therefore, to assess whether the ascidian mitochondrial code is used across the whole tunicate subphylum, we took advantage of these public data and prepared a curated alignment of Cox1 sequences comprising representatives of the major tunicate branches, to study the consensus sequences at conserved residues.</p>
        </sec>
        <sec sec-type="methods">
            <title>Methods</title>
            <p>We identified 
                <italic toggle="yes">Cox1</italic> and Cytochrome b (
                <italic toggle="yes">Cob</italic>) gene sequences for 
                <italic toggle="yes">Oikopleura longicauda</italic>, 
                <italic toggle="yes">Mesochordaeus erythrocephalus</italic> and 
                <italic toggle="yes">Bathochordaeus stygius</italic> by screening published genome assemblies (
                <xref ref-type="bibr" rid="ref-18">Naville 
                    <italic toggle="yes">et al.</italic>, 2019</xref>) with the partial Cox1 sequence of 
                <italic toggle="yes">O. longicauda</italic> 
                <monospace>
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/LC222754.1">LC222754.1</ext-link>
                </monospace> (
                <xref ref-type="bibr" rid="ref-16">Sakaguchi 
                    <italic toggle="yes">et al.</italic>, 2017</xref>) using 
                <monospace>tblastn</monospace> and the ascidian mitochondrial code (
                <monospace>-db_gencode=13</monospace>) (
                <xref ref-type="bibr" rid="ref-19">Gertz 
                    <italic toggle="yes">et al.</italic>, 2006</xref>). Mitochondrial genome sequences were then translated using the 
                <monospace>cons</monospace> and 
                <monospace>getorf</monospace> commands from EMBOSS (
                <xref ref-type="bibr" rid="ref-20">Rice 
                    <italic toggle="yes">et al.</italic>, 2000</xref>), using the ascidian mitochondrial code.</p>
            <sec>
                <title>
                    <italic toggle="yes">Oikopleura longicauda</italic>&#x00a0;</title>
                <p>We identified the circular contig 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/SCLD01101138.1">SCLD01101138.1</ext-link> (length: 10,324 nt) as a potential mitochondrial genome, and translated 
                    <italic toggle="yes">Cox1</italic> from position 4530 to 6230. We also translated 
                    <italic toggle="yes">Cob</italic> from 3697 to 4668.</p>
            </sec>
            <sec>
                <title>
                    <italic toggle="yes">Mesochordaeus erythrocephalus</italic>&#x00a0;</title>
                <p>We translated 
                    <italic toggle="yes">Cox1</italic> in contig 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/SCLF01725989.1">SCLF01725989.1</ext-link> (length 7,034 nt) on reverse strand from position 1792 to 272. Using the same method with 
                    <italic toggle="yes">O. longicauda</italic>&#x2019;s Cob sequence as a bait, we also recovered a 
                    <italic toggle="yes">Cob</italic> sequence from contig 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/SCLF01109548.1">SCLF01109548.1</ext-link> (length 5,010 nt), reverse strand, 1604 to 2590.</p>
            </sec>
            <sec>
                <title>
                    <italic toggle="yes">Bathochordaeus stygius</italic>&#x00a0;</title>
                <p>We used the consensus of the published 
                    <italic toggle="yes">B. stygius Cox1</italic> sequences 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/KX599267.1">KX599267.1</ext-link> to 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/KX599281.1">KX599281.1</ext-link> from GenBank (
                    <xref ref-type="bibr" rid="ref-17">Sherlock 
                        <italic toggle="yes">et al.</italic>, 2017</xref>), to screen the genome and scaffold 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/SCLE01415711.1">SCLE01415711.1</ext-link> (length 10,388 nt) gave a perfect hit. We translated 
                    <italic toggle="yes">Cox1</italic> from position 8054 to 6522 on the reverse strand, and a partial 
                    <italic toggle="yes">Cob</italic> sequence from scaffold 
                    <monospace>
                        <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/SCLE01415711.1">SCLE01415711.1</ext-link>
                    </monospace> (2319 to 2963, reverse strand). We also found a second fragment aligning well with C-terminal sequences between positions 2373 and 1978, but we did not include it due to the difficulty of resolving the overlap between both fragments. When screening with the 
                    <italic toggle="yes">M. erythrocephalus Cox1</italic> sequence recovered above, we found that another scaffold 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/SCLE01416475.1">SCLE01416475.1</ext-link> gave a perfect hit, hinting at a possible contamination.</p>
            </sec>
            <sec>
                <title>
                    <italic toggle="yes">Oikopleura dioica</italic>&#x00a0;</title>
                <p>To assemble a 
                    <italic toggle="yes">Cox1</italic> sequence in 
                    <italic toggle="yes">O. dioica</italic>, we downloaded expressed sequence tags (file 
                    <monospace>10_ESTall.txt</monospace>) from Oikobase (
                    <xref ref-type="bibr" rid="ref-21">Danks 
                        <italic toggle="yes">et al.</italic>, 2012</xref>) and extracted hits matching the 
                    <italic toggle="yes">O. longicauda</italic> sequence using 
                    <monospace>tblastn</monospace> (see above). We then aligned and visualised the hits using 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ebi.ac.uk/Tools/msa/clustalo/">Clustal Omega</ext-link> (
                    <xref ref-type="bibr" rid="ref-22">Sievers 
                        <italic toggle="yes">et al.</italic>, 2011</xref>) and 
                    <ext-link ext-link-type="uri" xlink:href="http://doua.prabi.fr/software/seaview">SeaView</ext-link> (
                    <xref ref-type="bibr" rid="ref-23">Gouy 
                        <italic toggle="yes">et al.</italic>, 2009</xref>), filtering out those too short or introducing gap columns. Inspection of the alignment let us notice three possible haplotypes. We generated a consensus for each of them, translated them (see above) and trimmed the proteins sequences in order to match the length of the other reference sequences in the alignment. All variants found between the haplotypes were synonymous codons. We used the same methodology to generate a consensus for 
                    <italic toggle="yes">Cob</italic> and translate it.</p>
            </sec>
            <sec>
                <title>
                    <italic toggle="yes">Cox1</italic> accession numbers</title>
                <p>
                    <italic toggle="yes">Bathochordaeus charon</italic> 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/KT881544.1">KT881544.1</ext-link> ORF2 translated with ascidian code; 
                    <italic toggle="yes">Bathochordaeus stygius</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/SCLE01415711.1">SCLE01415711.1</ext-link>[8054:6522] translated with ascidian code; 
                    <italic toggle="yes">Branchiostoma lanceolatum</italic>:
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/protein/BAD93656.1">BAD93656.1</ext-link>; 
                    <italic toggle="yes">Caenorhabditis elegans</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/protein/NP_006961.1">NP_006961.1</ext-link>; 
                    <italic toggle="yes">Ciona intestinalis</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/protein/CAL23359.2">CAL23359.2</ext-link>; 
                    <italic toggle="yes">Clavelina oblonga</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/protein/YP_009029840.1">YP_009029840.1</ext-link>; 
                    <italic toggle="yes">Doliolum nationalis</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/protein/BAD86512.1">BAD86512.1</ext-link>; 
                    <italic toggle="yes">Halocynthia roretzi</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/protein/7335691">NP_038239.1</ext-link>; 
                    <italic toggle="yes">Mesochordaeus erythrocephalus</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/SCLF01725989.1">SCLF01725989.1</ext-link>[1915:260] translated with ascidian code; 
                    <italic toggle="yes">Mus musculus</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/protein/NP_904330.1">NP_904330.1</ext-link>; 
                    <italic toggle="yes">Oikopleura dioica</italic>: consensus of Oikobase contigs (see file 
                    <monospace>10_ESTall.txt</monospace>) KT0AAA24YA11, KT0AAA22YO17, KT0AAA22YO04, KT0AAA13YK14, KT0AAA18YK22, KT0AAA16YP04, KT0AAA13YE23, KT0AAA8YH10, KT0AAA4YK01, KT0AAA24YE23, KT0AAA18YO18, KT0AAA3YP19, KT0AAA10YF12; 
                    <italic toggle="yes">O. longicauda</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/SCLD01101138.1">SCLD01101138.1</ext-link>[4678:6230] translated with ascidian code; 
                    <italic toggle="yes">Salpa thompsoni</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/protein/BBB04277.1">BBB04277.1</ext-link>.</p>
            </sec>
            <sec>
                <title>
                    <italic toggle="yes">Cob</italic> accession numbers</title>
                <p>
                    <italic toggle="yes">Bathochordaeus stygius</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/SCLE01415711.1">SCLE01415711.1</ext-link>[2963:2319] translated with ascidian code; 
                    <italic toggle="yes">Branchiostoma lanceolatum</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/protein/BAD93666.1">BAD93666.1</ext-link>; 
                    <italic toggle="yes">Caenorhabditis elegans</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/protein/5834888">NP_006958.1</ext-link>; 
                    <italic toggle="yes">Ciona intestinalis</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/protein/CAL23352.2">CAL23352.2</ext-link>; 
                    <italic toggle="yes">Clavelina oblonga</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/protein/YP_009029843.1">YP_009029843.1</ext-link>; 
                    <italic toggle="yes">Doliolum nationalis</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/protein/BAD86520.1">BAD86520.1</ext-link>; 
                    <italic toggle="yes">Halocynthia roretzi</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/protein/NP_038246.1">NP_038246.1</ext-link>; 
                    <italic toggle="yes">Mesochordaeus erythrocephalus</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/SCLF01109548.1">SCLF01109548.1</ext-link>[1604:2590] translated with ascidian code; 
                    <italic toggle="yes">Mus musculus</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/protein/NP_904340.1">NP_904340.1</ext-link>; 
                    <italic toggle="yes">Oikopleura dioica</italic>: consensus of Oikobase contigs KT0AAA23YJ17, KT0AAA16YJ22, KT0AAA17YO14, KT0AAA10YI15, KT0AAA18YI18, KT0AAA11YF07, KT0AAA10YG05, KT0AAA1YH02, KT0AAA12YH10, KT0AAA12YC07, KT0AAA12YC07, KT0AAA18YM15 (see file 
                    <monospace>10_ESTall.txt</monospace>); 
                    <italic toggle="yes">O. longicauda</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/SCLD01101138.1">SCLD01101138.1</ext-link>[3697:4668] translated with ascidian code; 
                    <italic toggle="yes">Salpa thompsoni</italic>: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/protein/BBB04269.1">BBB04269.1</ext-link>.</p>
            </sec>
            <sec>
                <title>Sequence alignments</title>
                <p>Translated 
                    <italic toggle="yes">Cox1</italic> and 
                    <italic toggle="yes">Cob</italic> sequences were aligned using Clustal Omega (
                    <xref ref-type="bibr" rid="ref-22">Sievers 
                        <italic toggle="yes">et al.</italic>, 2011</xref>) and SeaView (
                    <xref ref-type="bibr" rid="ref-23">Gouy 
                        <italic toggle="yes">et al.</italic>, 2009</xref>). The alignments were post-processed using the 
                    <monospace>showalign -show=n</monospace> command of EMBOSS (
                    <xref ref-type="bibr" rid="ref-20">Rice 
                        <italic toggle="yes">et al.</italic>, 2000</xref>) to show the differences to the inferred consensus. Graphical processing of the alignments were performed with Jalview (
                    <xref ref-type="bibr" rid="ref-24">Waterhouse 
                        <italic toggle="yes">et al.</italic>, 2009</xref>). The codon sequences encoding Cox1 and Cob of the tunicate species were then added aligned to the corresponding amino-acid (three lines per species, see 
                    <italic toggle="yes">Extended data</italic> (
                    <xref ref-type="bibr" rid="ref-25">Plessy &amp; Pichon, 2019</xref>)) and then the text files were transposed, so that each line would correspond to a single position in the alignment, and interrogated with custom Unix commands to compute the tables presented in this manuscript.</p>
            </sec>
        </sec>
        <sec sec-type="results">
            <title>Results</title>
            <sec>
                <title>AGR encodes for Gly across all tunicates</title>
                <p>We selected species according to sequence availability and to ensure coverage of the tunicate subphylum in a way that stays broad under the various hypotheses of monophyly or paraphyly for its major groups. For ascidians, we have included the phlebobranchian 
                    <italic toggle="yes">Ciona intestinalis</italic>, the aplousobranchian 
                    <italic toggle="yes">Clavelina oblonga</italic> and the pyurid stolidobranchian 
                    <italic toggle="yes">Halocynthia roretzi</italic>. For thaliaceans, we selected 
                    <italic toggle="yes">Doliolum nationalis</italic> and 
                    <italic toggle="yes">Salpa thompsoni</italic>. For appendicularians we selected 
                    <italic toggle="yes">Oikopleura dioica</italic>, 
                    <italic toggle="yes">Oikopleura longicauda</italic>, 
                    <italic toggle="yes">Bathochordaeus stygius</italic> and 
                    <italic toggle="yes">Mesochordaeus erythrocephalus</italic>. We ensured that all tunicate sequences were translated with the ascidian mitochondrial genetic code. Lastly, we included outgroup sequences from 
                    <italic toggle="yes">Caenorhabditis elegans</italic> and 
                    <italic toggle="yes">Branchiostoma lanceolatum</italic> (invertebrate mitochondrial code) and from 
                    <italic toggle="yes">Mus musculus</italic> (vertebrate mitochondrial code) to better highlight conserved amino acid positions. In 
                    <xref ref-type="fig" rid="f1">Figure 1</xref>, we illustrate the relation between these species based on the phylogeny of 
                    <xref ref-type="bibr" rid="ref-18">Naville 
                        <italic toggle="yes">et al.</italic> (2019)</xref> for appendicularians and of 
                    <xref ref-type="bibr" rid="ref-5">Delsuc 
                        <italic toggle="yes">et al.</italic> (2018)</xref> for the other tunicates. We prepared 
                    <italic toggle="yes">Cox1</italic> sequences from the selected species using mitochondrial genomes (for ascidians, thaliaceans, and outgroups), from draft genomes in which we found a putative mitochondrial contig after screening with a partial or a related 
                    <italic toggle="yes">Cox1</italic> sequence (for 
                    <italic toggle="yes">O. longicauda</italic>, 
                    <italic toggle="yes">B. stygius</italic>, and 
                    <italic toggle="yes">M. erythrocephalus</italic>) and from EST sequences (for 
                    <italic toggle="yes">O. dioica</italic>). We aligned the translated Cox1 and Cob sequences (
                    <xref ref-type="fig" rid="f2">Figure 2</xref> and 
                    <xref ref-type="fig" rid="f3">Figure 3</xref>) and inspected the positions where all species use the same amino acid. Conserved glycines supported the use of AGR codons across the whole tunicate clade. We confirmed this observation with 
                    <italic toggle="yes">Cob</italic> sequences obtained with the same method.</p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>Figure 1. </label>
                    <caption>
                        <title>Left: Cladogram illustrating the relations between the species selected in study.</title>
                        <p> Different branch colors indicate different mitochondrial genetic codes. Codon assignments with an equal sign indicate how the nucleotide sequences were translated. Codon assignments with a question mark indicate a possible finding, but were not used for translation. Ascidians, in which the AGR to Gly codon reassignment was initially discovered, are highlighted among the tunicates. Right: codon sequence of 
                            <italic toggle="yes">Cox1</italic> genes on positions where proposed changes of genetic code would make all species use the same amino acid.</p>
                    </caption>
                    <graphic orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/23747/57205955-3d6a-4886-940f-1566840bed99_figure1.gif"/>
                </fig>
                <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                    <label>Figure 2. </label>
                    <caption>
                        <title>Sequence alignment of Cox1 proteins.</title>
                        <p>White stars indicate conserved cysteines when at least one tunicate uses an AGR codon. Black stars indicate positions suggesting a different genetic code.</p>
                    </caption>
                    <graphic orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/23747/57205955-3d6a-4886-940f-1566840bed99_figure2.gif"/>
                </fig>
                <fig fig-type="figure" id="f3" orientation="portrait" position="float">
                    <label>Figure 3. </label>
                    <caption>
                        <title>Sequence alignment of Cob proteins.</title>
                        <p>White stars indicate conserved cysteines when at least one tunicate uses an AGR codon. Black stars indicate positions suggesting a different genetic code.</p>
                    </caption>
                    <graphic orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/23747/57205955-3d6a-4886-940f-1566840bed99_figure3.gif"/>
                </fig>
            </sec>
            <sec>
                <title>Possible lineage specific use of ATA Ile and TGA Arg codons</title>
                <p>We then searched for positions where a single tunicate species differed from the other sequences with the same replacement amino acid more than once. We found multiple cases of methionine being replaced by isoleucine and arginine replaced by tryptophan in 
                    <italic toggle="yes">O. longicauda</italic> and 
                    <italic toggle="yes">B. stygius</italic> (
                    <xref ref-type="fig" rid="f2">Figure 2</xref>). Given their phylogenetic proximity, we grouped the two species in the analysis below and we calculated the number of mismatches to the other sequences. We redefined a position as &#x201c;conserved&#x201d; if there is at most one mismatch from one sequence to the others.</p>
                <p>
                    <italic toggle="yes">M. erythrocephalus</italic> does not seem to use ATA codons and 
                    <italic toggle="yes">O. longicauda</italic> and 
                    <italic toggle="yes">B. stygius</italic> use ATA codons at positions where all other species had an isoleucine (Ile) (
                    <xref ref-type="table" rid="T1">Table 1</xref> and 
                    <xref ref-type="table" rid="T2">Table 2</xref>). In the ancestral invertebrate mitochondrial code and the sister vertebrate code, ATA encodes Met. Although Met and Ile both have hydrophobic side chains that often can substitute for each other, this also suggests a change of the genetic code. Evidence for this is that 1) non-appendicularian species do not display ATA codons at positions where all other species encode Ile; 2) the change would be parsimonious as 
                    <italic toggle="yes">O. longicauda</italic>, 
                    <italic toggle="yes">B. stygius</italic> and 
                    <italic toggle="yes">M. erythrocephalus</italic> are more closely related to each other than to 
                    <italic toggle="yes">O. dioica</italic> (
                    <xref ref-type="bibr" rid="ref-18">Naville 
                        <italic toggle="yes">et al.</italic>, 2019</xref>); and 3) these three species never have ATA codons at positions where Met is conserved in every species (in contrast to 
                    <italic toggle="yes">O. dioica</italic>). Furthermore, reversion of the ATA codon to Ile have occurred in other branches of the tree of Life, for instance in echinoderms (
                    <xref ref-type="bibr" rid="ref-26">Jacobs 
                        <italic toggle="yes">et al.</italic>, 1988</xref>). Finally, inspection of a partial 
                    <italic toggle="yes">Cox1</italic> sequence of the related 
                    <italic toggle="yes">Bathochordaeus charon</italic> (KT881544.1) provided one extra instance of an ATA codon at a conserved Ile position.</p>
                <table-wrap id="T1" orientation="portrait" position="anchor">
                    <label>Table 1. </label>
                    <caption>
                        <title>ATN codons in 
                            <italic toggle="yes">Cox1</italic> in Oikopleuridae.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th colspan="1" rowspan="1"/>
                                <th align="right" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">O. dio.</italic>
                                </th>
                                <th align="right" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">O. lon.</italic>
                                </th>
                                <th align="right" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">B. sty.</italic>
                                </th>
                                <th align="right" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">M. ery.</italic>
                                </th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ATA number</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">22</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">12</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">16</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ATC number</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">3</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">8</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">2</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ATG number</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">14</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">34</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">25</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">33</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ATT number</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">29</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">18</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">21</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">38</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ATA on cons. Met</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">5</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ATA on cons. Ile</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">4</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">2</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <table-wrap id="T2" orientation="portrait" position="anchor">
                    <label>Table 2. </label>
                    <caption>
                        <title>ATN codons in 
                            <italic toggle="yes">Cob</italic> in Oikopleuridae.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th colspan="1" rowspan="1"/>
                                <th align="right" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">O. dio.</italic>
                                </th>
                                <th align="right" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">O. lon.</italic>
                                </th>
                                <th align="right" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">B. sty.</italic>
                                </th>
                                <th align="right" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">M. ery.</italic>
                                </th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ATA number</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">6</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">9</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">9</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ATC number</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">5</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">2</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">2</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ATG number</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">9</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">9</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">8</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">16</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ATT number</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">21</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">11</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">11</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">22</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ATA on cons. Met</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ATA on cons. Ile</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>The TGA codon is known to encode tryptophan (Trp) in vertebrate, invertebrate and ascidian mitochondria (
                    <xref ref-type="bibr" rid="ref-27">Fox, 1979</xref>). We found that 
                    <italic toggle="yes">B. stygius</italic> uses TGA at positions where all other species would encode Arg (
                    <xref ref-type="table" rid="T3">Table 3</xref> and 
                    <xref ref-type="table" rid="T4">Table 4</xref>). This is surprising as these two amino acids are unlikely to functionally substitute for each other. 
                    <italic toggle="yes">O. longicauda</italic> does not use TGA codons, and 
                    <italic toggle="yes">M. erythrocephalus</italic> does not use TGA at conserved Arg, although it is found at a position where all other species encode for Arg except 
                    <italic toggle="yes">C. elegans</italic> which encodes lysine, the other positively charged amino-acid. This again suggests a possible change of genetic code, although the numbers are currently too small to draw a solid conclusion.</p>
                <table-wrap id="T3" orientation="portrait" position="anchor">
                    <label>Table 3. </label>
                    <caption>
                        <title>TGR codons in 
                            <italic toggle="yes">Cox1</italic> in Oikopleuridae.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th colspan="1" rowspan="1"/>
                                <th align="right" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">O. dio.</italic>
                                </th>
                                <th align="right" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">O. lon.</italic>
                                </th>
                                <th align="right" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">B. sty.</italic>
                                </th>
                                <th align="right" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">M. ery.</italic>
                                </th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">TGA number</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">2</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">3</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">1</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">TGG number</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">13</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">16</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">19</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">16</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">TGA on cons. Trp</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">TGA on cons. Arg</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">2</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <table-wrap id="T4" orientation="portrait" position="anchor">
                    <label>Table 4. </label>
                    <caption>
                        <title>TGR codons in 
                            <italic toggle="yes">Cob</italic> in Oikopleuridae.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th colspan="1" rowspan="1"/>
                                <th align="right" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">O. dio.</italic>
                                </th>
                                <th align="right" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">O. lon.</italic>
                                </th>
                                <th align="right" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">B. sty.</italic>
                                </th>
                                <th align="right" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">M. ery.</italic>
                                </th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">TGA number</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">3</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">2</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">1</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">TGG number</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">4</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">7</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">4</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">5</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">TGA on cons. Trp</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">TGA on cons. Arg</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="right" colspan="1" rowspan="1" valign="top">0</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
        </sec>
        <sec sec-type="discussion">
            <title>Discussion</title>
            <p>We extracted 
                <italic toggle="yes">Cox1</italic> and 
                <italic toggle="yes">Cob</italic> sequences of four different appendicularians from public databases. As a nucleotide sequence, 
                <italic toggle="yes">Cox1</italic> might be useful for mining databases of molecular barcodes sequenced from the environment, or for studies of population diversity within a species. As a protein sequence, Cox1 might be useful for refining the phylogeny of appendicularians. However, a translation code needs to be chosen.</p>
            <p>Our alignments of tunicate Cox1 and Cob protein sequences support the view that all tunicates translate AGR codons as Gly (although this conclusion might be limited by the lack of coverage for the Kowalevskiidae and Fritillariidae families). While our analysis suggests that the last common ancestor of the tunicates used the &#x201c;ascidian&#x201d; code, it is not possible to conclude that all contemporary tunicates still do, as we found discrepancies on other conserved residues that could be explained by a genetic code change of ATA and TGA codons within a sub-clade of the appendicularians containing 
                <italic toggle="yes">M. erythrocephalus</italic>, 
                <italic toggle="yes">O. longicauda</italic> and 
                <italic toggle="yes">B. stygius</italic>.</p>
            <p>The &#x201c;ascidian&#x201d; genetic code is table number 13 in the NCBI protein database, where it is used to translate sequences from ascidians and non-ascidian tunicates, for instance 
                <italic toggle="yes">D. nationalis</italic>. However for appendicularians, the NCBI currently applies the invertebrate table (number 5). This has the consequences of turning Gly to Ser at functionally important positions. Therefore, the ascidian is probably a more appropriate default. At present, it is unclear whether some appendicularians have additional changes; however, the accurate translation of AGR codons to Gly would nonetheless reduce the amount of error in translated protein sequences.</p>
            <p>To confirm a change of genetic code, it is necessary to detect corresponding changes in the respective tRNAs. This beyond reach for the present study because the mitochondrial genomic sequences that we used are extracted from draft genome sequences that may be incomplete, or even contain contaminations (see 
                <italic toggle="yes">B. stygius</italic> in the Methods section). As a result, we also cannot entirely rule out the possibility that we have examined pseudogenes, although the high conservation found in the alignments suggest this in unlikely. For all these reasons, it is necessary to sequence full-length mitochondrial genomes from appendicularians.</p>
        </sec>
        <sec sec-type="conclusions">
            <title>Conclusions</title>
            <p>Our alignments of translated mitochondrial sequences suggest that the last common ancestor of living tunicates may have already used the &#x201c;ascidian&#x201d; genetic code. Thus, we recommend the use of that code instead of the &#x201c;invertebrate&#x201d; one for all tunicates in automatic translation pipelines, with the caveat that additional changes might be found in appendicularians. This observation is a reminder that in biology, exception is the rule, and that each time a mitochondrial sequence is extracted from a species for the first time, it is important to carefully examine its genetic code.</p>
        </sec>
        <sec>
            <title>Data availability</title>
            <sec>
                <title>Underlying data</title>
                <p>All data underlying the results are available as part of the article and no additional source data are required.</p>
            </sec>
            <sec>
                <title>Extended data</title>
                <p>Zenodo: Aligned Cox1 and Cob sequences from Oikopleura dioica and other tunicates. 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5281/zenodo.3490310">https://doi.org/10.5281/zenodo.3490310</ext-link> (
                    <xref ref-type="bibr" rid="ref-25">Plessy &amp; Pichon, 2019</xref>).</p>
                <p>This project contains alignment files and descriptions of how the files were generated.</p>
                <p>Extended data are available under the terms of the 
                    <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/publicdomain/zero/1.0/">Creative Commons Zero &#x201c;No rights reserved&#x201d; data waiver </ext-link>(CC0 1.0 Public domain dedication).</p>
            </sec>
        </sec>
    </body>
    <back>
        <ack>
            <title>Acknowledgements</title>
            <p>We thank the OIST&#x2019;s Scientific Computing &amp; Data Analysis Section for their support, and Ferdinand Marl&#x00e9;taz for critical comments on our manuscript.</p>
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    </back>
    <sub-article article-type="reviewer-report" id="report59671">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.23747.r59671</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Li</surname>
                        <given-names>Yuanning</given-names>
                    </name>
                    <xref ref-type="aff" rid="r59671a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-2206-5804</uri>
                </contrib>
                <aff id="r59671a1">
                    <label>1</label>Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, USA</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>26</day>
                <month>2</month>
                <year>2020</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2020 Li Y</copyright-statement>
                <copyright-year>2020</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport59671" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.21551.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>Pichon 
                <italic>et al.</italic> conducted a study by comparing two mt genes across tunicates and recovered conserved tunicate-specific mt codon usage and potential Oikopleuridae-codon. The writing of the manuscript is clear and easy to follow. The methods are also valid and the findings should be interesting and important to the field. However, there are a few things I suggest to incorporate in the current draft. 
                <list list-type="order">
                    <list-item>
                        <p>In the introduction, the authors mainly discussed the tunicate genetic codon, but we already know there are more codon changes in deuterostomes (e.g. Hemichordates contain&#x00a0;two mt genetic codons). So it would be better to incorporate this part of the introduction to make sure readers understand there are many mt codon changes within deuterostomes.</p>
                    </list-item>
                    <list-item>
                        <p>The authors also briefly discussed&#x00a0;the possible change of tRNA structures responsible for codon change. Is it possible to extract tRNA sequences from available tunicate transcriptomic data and compare them to the existing ones? I am also fine with this if that is beyond the scope of this manuscript.</p>
                    </list-item>
                </list>
            </p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Yes</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Yes</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Yes</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Yes</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>Evolutionary genomics and phylogenetics in marine invertebrates.</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard.</p>
        </body>
        <sub-article article-type="response" id="comment5344-59671">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>Plessy</surname>
                            <given-names>Charles</given-names>
                        </name>
                        <aff>Okinawa Institute of Science and Technology Graduate University, Japan</aff>
                    </contrib>
                </contrib-group>
                <author-notes>
                    <fn fn-type="conflict">
                        <p>
                            <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                    </fn>
                </author-notes>
                <pub-date pub-type="epub">
                    <day>27</day>
                    <month>3</month>
                    <year>2020</year>
                </pub-date>
            </front-stub>
            <body>
                <p>We thank the reviewer for their 2 suggestions.</p>
                <p> </p>
                <p> 1) &#x201c;
                    <italic>To make sure readers understand there are many mt codon changes within deuterostomes</italic>&#x201d;, we are adding the following text and references to our introduction:</p>
                <p> </p>
                <p> In animals, alternative genetic codes have first been found in large clades, for instance echinoderms (Himeno 
                    <italic>et al.</italic>, 1987) and hemichordates (Castresana 
                    <italic>et al.</italic>, 1998), but more recent works underline the presence of changes deeper in the phylogenetic tree, for instance within nematodes (Jacob 
                    <italic>et al.</italic>, 2009) and within hemichordates (Li 
                    <italic>et al.</italic>, 2019).</p>
                <p> </p>
                <p> 2) On whether it is &#x201c;
                    <italic>possible to extract tRNA sequences from available tunicate transcriptomic data</italic>&#x201d;: as absence of evidence is not evidence for absence, our standpoint is that a rigorous analysis using a reference mitochondrial genome will be preferable. We hope that our methods section, that points at genomic scaffolds that are potential drafts of mitochondrial genomes, will be useful to the researchers interested in pursuing this direction.</p>
            </body>
        </sub-article>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report57710">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.23747.r57710</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Lemaire</surname>
                        <given-names>Patrick</given-names>
                    </name>
                    <xref ref-type="aff" rid="r57710a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-4925-2009</uri>
                </contrib>
                <aff id="r57710a1">
                    <label>1</label>Montpellier Cell Biology Research Center&#x00a0;(CRBM), CNRS, University of Montpellier, Montpellier, France</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>13</day>
                <month>1</month>
                <year>2020</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2020 Lemaire P</copyright-statement>
                <copyright-year>2020</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport57710" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.21551.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>In this short article Pichon and colleagues use publicly available molecular datasets, mostly partial mitochondrial genomes, to re-explore the mitochondrial genetic code across tunicates, based on the analysis of the Cox1 and Cob genes.</p>
            <p> </p>
            <p> Their data suggest that the AGR codon was already translated into Glycine in the last common ancestor of tunicates and that additional changes may have occured in some Oikopleuridae at least. The work is important because it shows that all tunicates, including appendicularians should be associated in Genbank to the "ascidian" genetic code (Table 13).</p>
            <p> </p>
            <p> A limitation of the work, which the authors acknowledge, is that they could not identify the corresponding tRNAs in appendicularians. They therefore call for the sequencing of full-length mitochondrial genomes for appendicularians.</p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Yes</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Not applicable</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Yes</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Yes</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>Tunicate embryology and genomics</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard.</p>
        </body>
    </sub-article>
</article>
