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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2021.627879</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Molecular Evolutionary Analyses of <italic>Euplotes</italic> Species Living in Freshwater and Marine Habitats: A Mitogenomic Perspective</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Huang</surname> <given-names>Ning</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1167932/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Chen</surname> <given-names>Shuai</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>He</surname> <given-names>Ming</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1156622/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Song</surname> <given-names>Qi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Hou</surname> <given-names>Lina</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/851091/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Zhao</surname> <given-names>Yan</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Zhao</surname> <given-names>Shuo</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Miao</surname> <given-names>Miao</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c003"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/784406/overview"/>
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<aff id="aff1"><sup>1</sup><institution>Savaid Medical School, University of Chinese Academy of Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>College of Life Sciences, Capital Normal University</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>College of Resources and Environment, University of Chinese Academy of Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Xiaoshou Liu, Ocean University of China, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Daode Ji, Yantai Nanshan University, China; Wenzhe Xu, Tianjin University of Science and Technology, China</p></fn>
<corresp id="c003">&#x002A;Correspondence: Miao Miao, <email>miaomiao@ucas.ac.cn</email></corresp>
<corresp id="c002">Shuo Zhao, <email>zhaoshuo@ucas.ac.cn</email></corresp>
<corresp id="c001">Yan Zhao, <email>yanzhao@cnu.edu.cn</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Marine Evolutionary Biology, Biogeography and Species Diversity, a section of the journal Frontiers in Marine Science</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>04</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>627879</elocation-id>
<history>
<date date-type="received">
<day>10</day>
<month>11</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>03</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Huang, Chen, He, Song, Hou, Zhao, Zhao and Miao.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Huang, Chen, He, Song, Hou, Zhao, Zhao and Miao</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Ciliates are the most complex unicellular eukaryotic organisms, which play important roles in various ecosystems. The <italic>Euplotes</italic> is a dominant genus in the ciliates Euplotida and consists of approximate one hundred species. They distribute widely in environments with various salinity levels including freshwater, brackish, seawater as well as hypersaline. In this study, we obtained four mitochondrial genomes of <italic>Euplotes</italic> species, using both high throughput sequencing and Sanger sequencing. Combined with two previously reported <italic>Euplotes</italic> mitochondrial genomes, we analyzed their gene structure, codon usage pattern as well as phylogenetic relationship. We found that gene rearrangement exists in <italic>Euplotes</italic> and codon usage bias is different among these species. Phylogenetic analyses based on both mitochondrial and nuclear genes further unveiled that <italic>Euplotes</italic> spp. living in similar salinity levels tend to be clustered together. Moreover, we found that the <italic>dN/dS</italic> ratios of two mitochondrial genes, <italic>cox1</italic> and <italic>cox2</italic>, are significantly different between marine and freshwater species, indicating the salinity could act as a barrier for the <italic>Euplotes</italic> species distribution. We also recommended mitochondrial genes to discriminate the species with highly similarity of <italic>Euplotes</italic> which could not be easily distinguished by nuclear gene marker and morphological characteristics. This study provides novel resources to improve our understanding of <italic>Euplotes</italic> evolution and also its adaptation to habitats with different salinity levels.</p>
</abstract>
<kwd-group>
<kwd>codon usage bias</kwd>
<kwd><italic>Euplotes</italic></kwd>
<kwd>gene rearrangement</kwd>
<kwd>mitochondrial genome</kwd>
<kwd>phylogeny</kwd>
<kwd>salinity adaptation</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="2"/>
<equation-count count="2"/>
<ref-count count="65"/>
<page-count count="12"/>
<word-count count="0"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1">
<title>Introduction</title>
<p>Ciliates play important ecological roles in natural environments and become one of the most prevailing model territory in unicellular eukaryotes (<xref ref-type="bibr" rid="B28">Graziano et al., 2010</xref>; <xref ref-type="bibr" rid="B24">Gentekaki et al., 2014</xref>). They are more diverse and highly differentiated than multicellular eukaryotes (<xref ref-type="bibr" rid="B28">Graziano et al., 2010</xref>) and able to survive in various types of environments (<xref ref-type="bibr" rid="B26">Giuseppe et al., 2011</xref>). The genus <italic>Euplotes</italic> is one of hypotrichous ciliates which contains approximately one hundred species (<xref ref-type="bibr" rid="B42">Pedrini et al., 2017</xref>). Recent studies have been focus on <italic>Euplotes</italic> diversity and phylogeny based on morphological characters and molecular data (<xref ref-type="bibr" rid="B63">Yi et al., 2009</xref>; <xref ref-type="bibr" rid="B56">Syberg-Olsen et al., 2016</xref>). However, different opinions by taxonomists may result in identification confusion, also lack of enough molecular sequences could lead to misestimating the inner relationship among the increasing taxa. Besides, as species in the genus <italic>Euplotes</italic> have a wide distribution from freshwater to marine water, more genetic traits are needed to provide the relation between salinity and <italic>Euplotes</italic> clusters. Mitochondrial genome analyses have been playing a growing important role in phylogenetic and evolutionary studies. Mitochondrial genome contains multiple vital genes and has a higher evolutionary rate than nuclear gene markers (<xref ref-type="bibr" rid="B27">Gray et al., 1999</xref>; <xref ref-type="bibr" rid="B65">Zhang et al., 2016</xref>). The inheritance of mitochondrial DNA occurs in a unique and heritably separate manner that is spatially different from nuclear DNA, which may provide a new perspective for the phylogenetics of the <italic>Euplotes</italic>. Moreover, its small size makes it to be more accessible than nuclear genome. Therefore, mitochondrial genomes have been widely used to study biogeography, phylogeny as well as evolutionary biology (<xref ref-type="bibr" rid="B2">Ballard, 2000</xref>; <xref ref-type="bibr" rid="B51">Sivasankaran et al., 2017</xref>). Until now, mitochondrial genomes from only three species have been sequenced in ciliated species (<xref ref-type="bibr" rid="B18">de Graaf et al., 2009</xref>; <xref ref-type="bibr" rid="B47">Serra et al., 2019</xref>).</p>
<p>This research aims to revisit the phylogenetic relationship among the representative <italic>Euplotes</italic> species, as well as to explore the correlation between <italic>Euplotes</italic> evolution and salinity of their habitats from the perspective of mitochondria. We obtained the mitogenomes of two freshwater species (<italic>E. aediculatus</italic> and <italic>E. otocarinatus</italic>) and two seawater species (<italic>E. vannus</italic> and <italic>E. focardii</italic>) by Sanger sequencing and high throughput sequencing. Then the structure feature and codon usage were compared among all <italic>Euplotes</italic> mitogenomes. We also identified the major force influencing codon usage pattern. By constructing phylogenetic trees based on both nuclear and mitochondrial genes, we investigated the correlation between phylogenetic diversity and salinity of habitats. Finally, two mitochondrial genes (<italic>cox1</italic> and <italic>cox2</italic>) were speculated to be related to salinity adaptation. These data provided new clues to explore the genetic basis on how <italic>Euplotes</italic> adapts to diverse habitats.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Cultivation and DNA Extraction</title>
<p><italic>E. aediculatus</italic> and <italic>E. vannus</italic> were obtained from Qingdao Agricultural University (Qingdao, China) and Ocean University of China (Qingdao, China), respectively. The former was cultured in sterilized freshwater at the room temperature, while the latter was cultured in sterilized seawater with concentration of 30&#x2030; at the room temperature. When the density of cells reached 600 per milliliter (ml), we used a 15-&#x03BC;m-pore-size nylon filter membrane to harvest them from the medium and washed by sterilized water to reduce bacterial contamination (<xref ref-type="bibr" rid="B36">Kodama and Fujishima, 2005</xref>). The cells were starved and incubated with 1 &#x00D7; penicillin-streptomycin antibiotics (Invitrogen, Carlsbad, CA, United States) for 24 h to further eliminate the contamination of bacteria (<xref ref-type="bibr" rid="B39">McGrath et al., 2014</xref>; <xref ref-type="bibr" rid="B52">Slabodnick et al., 2017</xref>; <xref ref-type="bibr" rid="B32">He et al., 2019</xref>). We collected cells by centrifugation at 8,000 rpm/min for 10 min and extracted DNA using the DNeasy Blood &#x0026; Tissue Kit (Qiagen, D&#x00FC;sseldorf, Germany).</p>
</sec>
<sec id="S2.SS2">
<title>Sequencing and Assembly</title>
<p>We obtained the mitochondrial sequences of <italic>E. vannus</italic> by Sanger sequencing. Conserved regions between <italic>E. minuta</italic> and <italic>E. crassus</italic> were selected to design several pairs of degenerate primers (<xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>), then we amplified corresponding regions by degenerate Polymerase Chain Reaction (PCR) (<xref ref-type="bibr" rid="B18">de Graaf et al., 2009</xref>; <xref ref-type="bibr" rid="B4">Barth and Berendonk, 2011</xref>). The long range PCR was performed to acquire connection between conserved regions. Seqman in DNAstar 7.1 was used to assemble the amplified sequences.</p>
<p>Approximately 2 &#x03BC;g DNA from <italic>E. aediculatus</italic> was used to construct a DNA library with 500 bp insert size and then sequenced on an Illumina HiSeq 2500 platform. Ultimately, 1858120 read pairs were acquired (PE250). Adaptors and low quality bases were removed by Trimmomatic with default parameters (<xref ref-type="bibr" rid="B6">Bolger et al., 2014</xref>). We employed SPAdes to assemble the mitochondrial genome with an option of &#x201C;careful&#x201D; (<xref ref-type="bibr" rid="B3">Bankevich et al., 2012</xref>; <xref ref-type="bibr" rid="B65">Zhang et al., 2016</xref>; <xref ref-type="bibr" rid="B47">Serra et al., 2019</xref>) and obtained <italic>E. aediculatus</italic> mitochondrial contigs by TBLASTN (E value &#x003C; 1e-5). We further used the same approach to assemble the mitogenomes from two published genomic DNA-seq datasets of <italic>E. focardii</italic> (SRR3929761) and <italic>E. ocatocarinatus</italic> (SRR2474557), respectively. The processes of verifying and concatenating the assembled contigs from <italic>E. aediculatus</italic> were accomplished by PCR.</p>
</sec>
<sec id="S2.SS3">
<title>Annotation</title>
<p>Firstly, we predicted all possible open reading frames (ORFs) from the assembled mitochondrial genomes. If there were multiple ORFs in one position, only the longest one was kept. Besides, ORFs shorter than 150 bp were also removed (<xref ref-type="bibr" rid="B55">Swart et al., 2012</xref>). BLASTX was employed to align these ORFs to non-redundant (nr) protein database and Swiss-prot database to detect homologous mitochondrial protein coding sequences. As for the protein coding genes with high divergence, a more sensitive homology detection approach HHpred was used to search against the protein families (<xref ref-type="bibr" rid="B53">Soding et al., 2005</xref>), which can detect homology based on HMM-HMM-comparison. The tRNA genes were identified with tRNAscan-SE version 2.0 (<xref ref-type="bibr" rid="B38">Lowe and Chan, 2016</xref>). The boundaries of rRNA genes were determined using clustalW by aligning to known <italic>Euplotes</italic> mitochondrial rRNA genes. The tandem repeat region was determined by Tandem Repeats Finder (<xref ref-type="bibr" rid="B5">Benson, 1999</xref>).</p>
</sec>
<sec id="S2.SS4">
<title>AT and GC Skew Profiling</title>
<p>We divided the upstream and downstream sequences of the tandem repeat region into 50 bins, respectively. The cumulative AT skew and cumulative GC skew were calculated by the following formula, where i indicate i-th bin of mitochondrial genome (<xref ref-type="bibr" rid="B29">Grigoriev, 1998</xref>).</p>
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<mml:math id="M1">
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<mml:mrow>
<mml:mpadded width="+2.8pt">
<mml:mi>Cumulative</mml:mi>
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<mml:mi>AT</mml:mi>
</mml:mpadded>
<mml:mpadded width="+5.6pt">
<mml:mi>skew</mml:mi>
</mml:mpadded>
</mml:mrow>
<mml:mo>=</mml:mo>
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<mml:mo movablelimits="false">&#x2211;</mml:mo>
<mml:mrow>
<mml:mpadded width="+5.6pt">
<mml:mi mathvariant="normal">i</mml:mi>
</mml:mpadded>
<mml:mo>=</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mn>100</mml:mn>
</mml:munderover>
<mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mtext>A</mml:mtext>
<mml:mo>-</mml:mo>
<mml:mtext>T</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mtext>A</mml:mtext>
<mml:mo>+</mml:mo>
<mml:mtext>T</mml:mtext>
</mml:mrow>
</mml:mfrac>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mtext>i</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="S2.Ex2">
<mml:math id="M2">
<mml:mrow>
<mml:mrow>
<mml:mpadded width="+2.8pt">
<mml:mi>Cumulative</mml:mi>
</mml:mpadded>
<mml:mpadded width="+2.8pt">
<mml:mi>GC</mml:mi>
</mml:mpadded>
<mml:mpadded width="+5.6pt">
<mml:mi>skew</mml:mi>
</mml:mpadded>
</mml:mrow>
<mml:mo>=</mml:mo>
<mml:mrow>
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<mml:mo movablelimits="false">&#x2211;</mml:mo>
<mml:mrow>
<mml:mpadded width="+5.6pt">
<mml:mi mathvariant="normal">i</mml:mi>
</mml:mpadded>
<mml:mo>=</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mn>100</mml:mn>
</mml:munderover>
<mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mtext>G</mml:mtext>
<mml:mo>-</mml:mo>
<mml:mtext>C</mml:mtext>
</mml:mrow>
<mml:mrow>
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<mml:mo>+</mml:mo>
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</mml:mrow>
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</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:math>
</disp-formula>
</sec>
<sec id="S2.SS5">
<title>Codon Usage Bias Analysis</title>
<p>The relative synonymous codon usage (RSCU), effective number of codons (ENC), aromaticity (AROMO) as well as general average hydropathicity (GRAVY) were calculated by CodonW (v1.4.4)<sup><xref ref-type="fn" rid="footnote1">1</xref></sup>. GC12 represents the mean GC content of the first and second sites of codons, and GC3 represents GC content of the third site of codons. The expect ENC value was calculated according to the previous study (<xref ref-type="bibr" rid="B60">Wright, 1990</xref>). Principal component analysis (PCA) and correlation analysis were carried out using R studio (<xref ref-type="bibr" rid="B58">Wei et al., 2014</xref>).</p>
</sec>
<sec id="S2.SS6">
<title>Phylogenetic Analysis</title>
<p>SSU-rRNA genes of <italic>E. vannus</italic> and <italic>E. aediculatus</italic> were obtained by PCR with degenerated primers Euk-A (5&#x2032;-AACCTGGTTGATCCTGCCAGT-3&#x2032;) and EukB (5&#x2032;- GATCC TTCTGCAGGTTCACCTAC-3&#x2032;) (<xref ref-type="bibr" rid="B40">Medlin et al., 1988</xref>). SSU-rRNA sequences of <italic>E. focardii</italic> and <italic>E. ocatocarinatus</italic> were extracted from the assembled contigs by BLASTN, and SSU-rRNA genes of other species were downloaded from GenBank (<xref ref-type="supplementary-material" rid="TS4">Supplementary Table 4</xref>). These sequences were aligned and manually edited using BioEdit (<xref ref-type="bibr" rid="B30">Hall, 1999</xref>). After curation, a total of 1984 positions of SSU-rRNA genes were kept for subsequent phylogenetic analyses. According to MrModeltest (version 2.4)<sup><xref ref-type="fn" rid="footnote2">2</xref></sup> with Akaike Information Criterion (AIC), GTR + I + G was the best-fit model for SSU-rRNA genes. The datasets were then analyzed using two phylogenetic methods, Maximum Likelihood (ML) and Bayesian Inference (BI), under the best-fit model. ML analyses with 1000 non-parametric bootstrap replicates were carried out using RAxML (<xref ref-type="bibr" rid="B54">Stamatakis, 2014</xref>). BI analyses were performed using MrBayes (<xref ref-type="bibr" rid="B46">Ronquist et al., 2012</xref>). Four Markov Chain Monte Carlo (MCMC) were run twice with 10<sup>6</sup> generations and sampled every 100th cycle, while the first 2500 trees were discarded as burn-in (<xref ref-type="bibr" rid="B22">Fernandes et al., 2016</xref>; <xref ref-type="bibr" rid="B50">Shazib et al., 2016</xref>).</p>
<p>In order to construct phylogenetic trees using mitochondrial genes, we downloaded mitochondrial genomes of another eleven species in ciliates and <italic>Durinskia baltica</italic> (outgroup) from GenBank. GET_HOMOLOGUES was employed to identify orthologs genes among these mitogenomes (<xref ref-type="bibr" rid="B14">Contreras-Moreira and Vinuesa, 2013</xref>). The selected genes were aligned using MAFFT (<xref ref-type="bibr" rid="B35">Katoh and Standley, 2013</xref>) and then combined by SequenceMatrix (<xref ref-type="bibr" rid="B57">Vaidya et al., 2011</xref>). Conserved regions in the alignments were determined by Gblocks and all gaps were removed (<xref ref-type="bibr" rid="B10">Castresana, 2000</xref>; <xref ref-type="bibr" rid="B32">He et al., 2019</xref>). The best-fit model LG + G + F amino acid replacement matrix according to AIC was determined by the ProtTest 3 (<xref ref-type="bibr" rid="B16">Darriba et al., 2011</xref>). The phylogenetic tree based on the concatenated mitochondrial genes was constructed by the same method as that based on SSU-rRNA genes.</p>
</sec>
<sec id="S2.SS7">
<title>Analysis of Selection</title>
<p>The ratio of non-synonymous to synonymous substitutions (dN/dS) is usually used to measure strength and mode of natural selection (<xref ref-type="bibr" rid="B34">Jeffares et al., 2015</xref>). If dN/dS &#x003E; 1, positive Darwinian selection (positive selection) is acting on PCGs, whereas dN/dS &#x003C; 1 suggests purifying selection, and dN/dS = 1 indicates neutral selection. The &#x03C9; represents estimate dN/dS value. Branch model test was used to test whether &#x03C9; between <italic>Euplotes</italic> G1 and G2 is significantly different. The branch model test based on protein coding genes was carried out by the program CODEML of PAML Version 4.8a (<xref ref-type="bibr" rid="B62">Yang, 2007</xref>). We set CodonFreq equal to 1. The one ratio model (icode = 3, model = 0) assumes that &#x03C9; across all branches is identical. For two ratio model (icode = 3, model = 2), <italic>Euplotes</italic> G2 was selected as the foreground branch, &#x03C9;0 was for <italic>Euplotes</italic> G2 species while &#x03C9;1 was for <italic>Euplotes</italic> G1 species. The likelihood ratio test was used to compare and test the significance between two models by jModelTest 2 (<xref ref-type="bibr" rid="B17">Darriba et al., 2012</xref>).</p>
</sec>
</sec>
<sec id="S3">
<title>Results</title>
<sec id="S3.SS1">
<title>Structure Feature of Mitochondrial Genomes</title>
<p>Similar to previous reports, the four new mitochondrial genomes in this study also have a linear structure, with the length ranging from 32.6 kb to 43.6 kb (<xref ref-type="table" rid="T1">Table 1</xref>). All <italic>Euplotes</italic> mitogenomes have considerably high AT content, especially for <italic>E. aediculatus</italic> (80.2%) and <italic>E. otocarinatus</italic> (82.0%). In this study, we used the reannotation of <italic>E. minuta</italic> (<xref ref-type="bibr" rid="B55">Swart et al., 2012</xref>) and reannotated <italic>E. crassus</italic> through the same strategy (<xref ref-type="supplementary-material" rid="TS2">Supplementary Table 2</xref>). We found that <italic>Euplotes</italic> mitochondrial genomes have all protein-coding genes (PCGs) that have been reported in other ciliate mitochondria. Regardless of the ORFs with unknown function, gene order among <italic>E. minuta</italic>, <italic>E. crassus</italic>, <italic>E. vannus</italic> as well as <italic>E. focardii</italic> is almost the same with exception of <italic>nad6</italic>, which is absent in <italic>E. crassus</italic>. Here, we classified these four species as group one, termed as <italic>Euplotes</italic> G1. Likewise, the arrangements of PCGs in mitochondria of the other two <italic>Euplotes</italic> species are completely consistent, which could be classified as group two (<italic>Euplotes</italic> G2). However, there are inversion and translocation of PCGs between these two groups. For species in <italic>Euplotes</italic> G1, <italic>cob</italic> locates between <italic>ccmF</italic> and <italic>trnM</italic> but it interposes between <italic>nad3</italic> and <italic>trnH</italic> in <italic>Euplotes</italic> G2. In <italic>E. octocarinatus</italic>, we also found that <italic>nad5-ccmf</italic> is translocated to the end of <italic>nad1a</italic>, but the orientation of transcription remains unchanged (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Summary of <italic>Euplotes</italic> mitochondrial genomes.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Species</td>
<td valign="top" align="center">Habitats</td>
<td valign="top" align="center">Sequencing length (bp)</td>
<td valign="top" align="center">Effective number of codons (ENC)</td>
<td valign="top" align="center">AT content</td>
<td valign="top" align="center">Publication date</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><italic>E. crassus</italic></td>
<td valign="top" align="center">Seawater</td>
<td valign="top" align="center">33,273</td>
<td valign="top" align="center">48.96</td>
<td valign="top" align="center">65.5%</td>
<td valign="top" align="center">2009</td>
</tr>
<tr>
<td valign="top" align="left"><italic>E. minuta</italic></td>
<td valign="top" align="center">Seawater</td>
<td valign="top" align="center">40,382</td>
<td valign="top" align="center">51.46</td>
<td valign="top" align="center">64.7%</td>
<td valign="top" align="justify"/>
</tr>
<tr>
<td valign="top" align="left"><italic>E. vannus</italic></td>
<td valign="top" align="center">Seawater</td>
<td valign="top" align="center">33,603</td>
<td valign="top" align="center">51.76</td>
<td valign="top" align="center">63.6%</td>
<td valign="top" align="center">In this study</td>
</tr>
<tr>
<td valign="top" align="left"><italic>E. focardii</italic></td>
<td valign="top" align="center">Seawater</td>
<td valign="top" align="center">43,620</td>
<td valign="top" align="center">51.88</td>
<td valign="top" align="center">66.3%</td>
<td valign="top" align="justify"/>
</tr>
<tr>
<td valign="top" align="left"><italic>E. octocarinatus</italic></td>
<td valign="top" align="center">Freshwater</td>
<td valign="top" align="center">40,133</td>
<td valign="top" align="center">33.93</td>
<td valign="top" align="center">82.0%</td>
<td valign="top" align="justify"/>
</tr>
<tr>
<td valign="top" align="left"><italic>E. aediculatus</italic></td>
<td valign="top" align="center">Freshwater</td>
<td valign="top" align="center">32,628</td>
<td valign="top" align="center">33.11</td>
<td valign="top" align="center">80.2%</td>
<td valign="top" align="justify"/>
</tr>
</tbody>
</table></table-wrap>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Mitochondrial gene maps in <italic>Euplotes</italic>. Different colors are used to distinguish genes with different functions. Gray-colored regions represent the collinearity between the two groups of mitochondrial genomes. The dot line indicates the tandem repeat region with unknown length located in mitogenomes. Arrow shows the transcriptional direction of genes. The length of <italic>Euplotes</italic> mitochondrial genomes is labeled excluding the central tandem repeat region. For <italic>E. aediculatus</italic>, we obtained two segments from mitochondria and failed to connect them.</p></caption>
<graphic xlink:href="fmars-08-627879-g001.tif"/>
</fig>
<p>Compared with mitochondrial genomes of <italic>Euplotes</italic> G1, there are no <italic>trnM</italic> and <italic>trnE</italic> but two <italic>trnQs</italic> (<italic>Q1</italic> and <italic>Q2</italic> in <xref ref-type="fig" rid="F1">Figure 1</xref>) in <italic>Euplotes</italic> G2 mitogenomes. The <italic>trnQ1</italic> in <italic>Euplotes</italic> G2 owns the same anticodon (UUG) as <italic>trnQ</italic> in <italic>Euplotes</italic> G1, while the anticodon of <italic>trnQ2</italic> is CUG (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure 1A</xref>). Besides, the sequence similarity between <italic>Euplotes</italic> G2 <italic>trnQ1</italic> and <italic>Euplotes</italic> G1 <italic>trnQ</italic> is higher than that between <italic>Euplotes</italic> G2 <italic>trnQ2</italic> and <italic>Euplotes</italic> G1 <italic>trnQ</italic> (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure 1B</xref>). The interspecific divergence of <italic>trnQ1</italic> (between <italic>E. aediculatus</italic> and <italic>E. octocarinatus</italic>) is smaller than that of <italic>trnQ2</italic> both in sequence and structure (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figures 1A,B</xref>). The disparity of <italic>trnQ2</italic> mainly reflects on both D arm and anticodon arms.</p>
</sec>
<sec id="S3.SS2">
<title>Asymmetric Nucleotide Composition Flanking the Tandem Repeat Regions</title>
<p>Although the sequences of the tandem repeat region are not completely consistent within the existing <italic>Euplotes</italic> mitochondrial genomes, their AT content is obviously higher than that of the entire mitogenome. We calculated AT skew and GC skew of upstream and downstream by regarding the tandem repeat region as midpoint. The AT skew of the non-overlapping windows of all species in upstream are mostly positive while windows in the downstream are opposite, which means there are more A than T in the upstream and more T than A in the downstream. However, the GC skew of <italic>Euplotes</italic> G1 and <italic>Euplotes</italic> G2 has different tendencies regardless of upstream or downstream, which means there are more G than C in the upstream and more C than G in the downstream of <italic>Euplotes</italic> G1 but completely different for <italic>Euplotes</italic> G2 (<xref ref-type="supplementary-material" rid="FS2">Supplementary Figure 2</xref>). In order to facilitate the observation of their trend, we calculated cumulative AT skew and cumulative GC skew and found turning points near the tandem repeat region (<xref ref-type="fig" rid="F2">Figures 2A,B</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Cumulative AT skew and GC skew of <italic>Euplotes</italic> mitogenomes. <bold>(A)</bold> Cumulative AT skew of upstream and downstream of the tandem repeat regions. Upstream and downstream sequences of all mitochondrion are scaled to the same length, respectively. The midpoint of <italic>X</italic>-axis shows the position of the tandem repeat region. The arrow shows the transcriptional direction. <bold>(B)</bold> Cumulative GC skew of upstream and downstream of the tandem repeat regions. The meaning of the diagram marks are the same as panel <bold>(A)</bold>.</p></caption>
<graphic xlink:href="fmars-08-627879-g002.tif"/>
</fig>
</sec>
<sec id="S3.SS3">
<title>Codon Usage Bias</title>
<p>The effective number of codons which ranges from 20 to 61 is an index used to measure codon usage bias level (<xref ref-type="bibr" rid="B60">Wright, 1990</xref>). A value of 20 indicates that there exists extreme bias - only one codon is used for each amino acid, while a value of 61 indicates no bias that all codons are equally used (<xref ref-type="bibr" rid="B23">Fuglsang, 2006</xref>). We found that <italic>Euplotes</italic> species in G2 have a higher degree of codon usage bias than those in G1 (<xref ref-type="table" rid="T1">Table 1</xref>). Then, we calculated the relative synonymous codon usage (RSCU) of 61 codons (except two stop codons and ATG) in all <italic>Euplotes</italic> species and found that <italic>Euplotes</italic> G1 and G2 exhibit different codon usage patterns but both prefer codons ending with AT. Compared with species belonging to G1, species in G2 seem to use more AT-ending codons (<xref ref-type="fig" rid="F3">Figure 3A</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Analysis of codon usage bias. <bold>(A)</bold> The heatmap shows RSCU values of 61 codons used in <italic>Euplotes</italic> mitochondrial genomes. <bold>(B)</bold> Neutrality plot analysis. GC3 refers to GC content of the third codon site, GC12 means GC content of the first and second codon sites. The dark blue line represents the regression line and the gray area represents 95% confidence interval. <bold>(C)</bold> ENC-plot analysis. We divided genes into three levels (&#x003C;10%, &#x003C;20% &#x0026; &#x003E;10%, &#x003E;20%) based on the degree of the actual ENC values deviating from the standard curve.</p></caption>
<graphic xlink:href="fmars-08-627879-g003.tif"/>
</fig>
</sec>
<sec id="S3.SS4">
<title>Factors Influencing Codon Usage</title>
<p>To explore the potential factor that shapes the codon usage bias in <italic>Euplotes</italic> mitogenomes, the neutrality plot analysis and ENC-plot analysis were carried out using all PCGs as well as ORFs in six <italic>Euplotes</italic>. The correlation between GC12 and GC3 is statistically significant (<italic>r</italic> = 0.722, <italic>p</italic> &#x003C; 2.2<italic>e</italic> <sup>&#x2013;16</sup>) and the slope of the regression line is 0.549 (<italic>R</italic><sup>2</sup> = 0.518, <italic>p</italic> &#x003C; 2.2<italic>e</italic> <sup>&#x2013;16</sup>) (<xref ref-type="fig" rid="F3">Figure 3B</xref>). We further calculated the expected ENC values by GC3 with the assumption that codon usage bias is only subject to mutation bias. Subsequently, we plotted the standard curve by GC3 and the corresponding expected ENC values. As shown in <xref ref-type="fig" rid="F3">Figure 3C</xref>, most genes distributed near the standard curve and the Pearson correlation coefficient between actual ENC values and expected ENC values is 0.877 (<italic>p</italic> &#x003C; 2.2<italic>e</italic> <sup>&#x2013;16</sup>). It should be mentioned that the ENC values of several genes deviated from the standard curve by more than 20%, most of which have shorter length compared to the remaining genes. However, there is no significant difference on gene length between the genes deviated from the standard values by more than 10% and less than 20% and those deviated from the standard values by less than 10% (<xref ref-type="supplementary-material" rid="FS3">Supplementary Figure 3</xref>).</p>
<p>Principal component analysis was carried out based on 61 synonymous codons. The first principal component (PC1) and the second principal component (PC2) can explain 73.06% and 5.04% of the total variation, respectively. The positions of codon were marked in two-dimensional coordinates and codons ending with AT and GC could be clearly separated (<xref ref-type="fig" rid="F4">Figure 4A</xref>). Both PC1 and PC2 were significantly correlated with GC3 and GC content but only slightly correlated with protein aromaticity (<xref ref-type="fig" rid="F4">Figure 4B</xref>). There is no correlation between these principal components and protein hydrophily.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Principal component analysis of codon usage. <bold>(A)</bold> The first principal component (PC1) and the second principal component (PC2) form two-dimensional coordinate and 61 codons are marked on it. <bold>(B)</bold> Correlation between principal components and potential factors that may affect codon usage. &#x002A;&#x002A;&#x002A; indicates <italic>p</italic> &#x003C; 0.001, and &#x002A;&#x002A; indicates <italic>p</italic> &#x003C; 0.01.</p></caption>
<graphic xlink:href="fmars-08-627879-g004.tif"/>
</fig>
</sec>
<sec id="S3.SS5">
<title>Phylogenetic Analysis</title>
<p>We selected conserved genes that are shared in all sequenced ciliate mitochondrial genomes (<xref ref-type="supplementary-material" rid="TS3">Supplementary Table 3</xref>), including <italic>cox1</italic>, <italic>cox2</italic>, <italic>nad4</italic>, <italic>nad7</italic>, <italic>rpl2</italic>, <italic>rps12</italic>, to construct phylogenetic trees based on the concatenated sequence of these genes. The phylogenetic trees using ML and BI method have similar topologies so we only present the ML tree with support values of both methods labeling on branches. The sequenced ciliates come from two classes and <italic>Euplotes</italic> belongs to Spirotrichea. Six <italic>Euplotes</italic> species were clustered into two groups, G1 and G2 (<xref ref-type="fig" rid="F5">Figure 5A</xref>), which is consistent to the classification based on gene order. We further investigated the evolutionary history of the genus <italic>Euplotes</italic> based on SSU-rRNA genes (<xref ref-type="supplementary-material" rid="TS4">Supplementary Table 4</xref>). The phylogentic tree can classify species into five clades, with G1 and G2 belonging to two main clades respectively. Unlike phylogenetic tree based on mitochondrial genes, <italic>E. vannus</italic> is closer to <italic>E. crassus</italic> rather than <italic>E. minut</italic>a. Since salinity was often absent in previous studies, we defined the description of freshwater, brackish water and habitats less than 25&#x2030; salinity to be low salinity while the description of seawater, hypersaline water and habitats more than 25&#x2030; salinity as high salinity (<xref ref-type="bibr" rid="B56">Syberg-Olsen et al., 2016</xref>). Both two main clades contain species habitat in low salinity and high salinity and clustered <italic>Euplotes</italic> species tend to live in similar salinity level (<xref ref-type="fig" rid="F5">Figure 5B</xref>). However, some species, including <italic>E. encysticus</italic>, <italic>E. harpa</italic>, <italic>E. curdsi</italic> and <italic>E. petzi</italic>, could survive in both high salinity and low salinity environments (<xref ref-type="bibr" rid="B56">Syberg-Olsen et al., 2016</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Phylogenetic trees based on mitochondrial genes and nuclear genes. BP values for ML tree and PP values for BI tree are given near nodes and separated by slash. The asterisks represent BP values lower than 50 or PP values lower than 0.7. Solid circles indicate fully supported branches (100%/1.00). Species sequenced in the present study are shown in bold. <bold>(A)</bold> Phylogenetic trees constructed based on multiple mitochondrial genes. The scale bar represents 10 substitutions per 100 nucleotide positions. <bold>(B)</bold> Phylogenetic tree constructed based on SSU-rRNA genes. <italic>Euplotes</italic> living in environment with low salinity are shown in green, while those in high salinity are shown in blue. Species surviving in both high salinity and low salinity environments are marked with yellow. The &#x201C;pop&#x201D; represents different strains within a specific species. The scale bar corresponds to 2 substitutions per 100 nucleotide positions.</p></caption>
<graphic xlink:href="fmars-08-627879-g005.tif"/>
</fig>
</sec>
<sec id="S3.SS6">
<title>Selection on Mitochondrial Genes</title>
<p>The branch that represents <italic>Euplotes</italic> G2 is selected as the foreground branch for all mitochondrial protein coding genes. &#x03C9; of all genes present are much less than 1, indicating they are under strong purifying selection. The one-ratio model assumes that foreground branch and background branch have the same &#x03C9; value, while two-ratio model is opposite. The result of likelihood-ratio test indicates that most genes fit the one-ratio model, while <italic>cox1, cox2</italic> and <italic>rps3</italic> seem to better fit to the two-ratio model (<xref ref-type="table" rid="T2">Table 2</xref>) (<italic>p</italic> &#x003C; 0.05). It is likely that &#x03C9; of these three genes are significant different between <italic>Euplotes</italic> G1 and G2, indicating different degree of purifying selection pressure may occur on the speciation of the two clades.</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Branch test performed on protein coding genes of mitochondrion.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Gene</td>
<td valign="top" align="center">One-ratio model</td>
<td valign="top" align="center">Two-ratio model</td>
<td valign="top" align="center">Degrees of freedom</td>
<td valign="top" align="center">2&#x0394;LnL</td>
<td valign="top" align="center"><italic>P</italic> value</td>
<td valign="top" align="center">&#x03C9;</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><italic>nad2</italic></td>
<td valign="top" align="center">&#x2212;5962.9931</td>
<td valign="top" align="center">&#x2212;5962.9301</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.1262</td>
<td valign="top" align="center">0.7225</td>
<td valign="top" align="center">0.0375</td>
</tr>
<tr>
<td valign="top" align="left"><italic>nad4</italic></td>
<td valign="top" align="center">&#x2212;7047.9516</td>
<td valign="top" align="center">&#x2212;7046.2576</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">3.3880</td>
<td valign="top" align="center">0.0656</td>
<td valign="top" align="center">0.0381</td>
</tr>
<tr>
<td valign="top" align="left"><italic>nad4L</italic></td>
<td valign="top" align="center">&#x2212;1609.1080</td>
<td valign="top" align="center">&#x2212;1608.8552</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.5056</td>
<td valign="top" align="center">0.4771</td>
<td valign="top" align="center">0.0329</td>
</tr>
<tr>
<td valign="top" align="left"><italic>nad9</italic></td>
<td valign="top" align="center">&#x2212;2938.0647</td>
<td valign="top" align="center">&#x2212;2937.6186</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.8921</td>
<td valign="top" align="center">0.3449</td>
<td valign="top" align="center">0.0628</td>
</tr>
<tr>
<td valign="top" align="left"><italic>nad10</italic></td>
<td valign="top" align="center">&#x2212;1728.2985</td>
<td valign="top" align="center">&#x2212;1727.5019</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1.5931</td>
<td valign="top" align="center">0.2069</td>
<td valign="top" align="center">0.0140</td>
</tr>
<tr>
<td valign="top" align="left"><italic>cox1</italic></td>
<td valign="top" align="center">&#x2212;12309.4543</td>
<td valign="top" align="center">&#x2212;12307.0436</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">4.8213</td>
<td valign="top" align="center">0.0281</td>
<td valign="top" align="center">&#x03C9;0 = 0.03141 &#x03C9;1 = 0.00010</td>
</tr>
<tr>
<td valign="top" align="left"><italic>cox2</italic></td>
<td valign="top" align="center">&#x2212;16276.0915</td>
<td valign="top" align="center">&#x2212;16271.2973</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">9.5884</td>
<td valign="top" align="center">0.0019</td>
<td valign="top" align="center">&#x03C9;0 = 0.07228 &#x03C9;1 = 0.00325</td>
</tr>
<tr>
<td valign="top" align="left"><italic>cob</italic></td>
<td valign="top" align="center">&#x2212;3950.7519</td>
<td valign="top" align="center">&#x2212;3949.7568</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1.9903</td>
<td valign="top" align="center">0.1583</td>
<td valign="top" align="center">0.0080</td>
</tr>
<tr>
<td valign="top" align="left"><italic>rps3</italic></td>
<td valign="top" align="center">&#x2212;8518.2443</td>
<td valign="top" align="center">&#x2212;8513.7291</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">9.0304</td>
<td valign="top" align="center">0.0027</td>
<td valign="top" align="center">&#x03C9;0 = 0.07138 &#x03C9;1 = 0.00603</td>
</tr>
<tr>
<td valign="top" align="left"><italic>rps4</italic></td>
<td valign="top" align="center">&#x2212;6703.6457</td>
<td valign="top" align="center">&#x2212;6702.7679</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1.7558</td>
<td valign="top" align="center">0.1852</td>
<td valign="top" align="center">0.0365</td>
</tr>
<tr>
<td valign="top" align="left"><italic>rps10</italic></td>
<td valign="top" align="center">&#x2212;1230.8911</td>
<td valign="top" align="center">&#x2212;1230.3573</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1.0677</td>
<td valign="top" align="center">0.3015</td>
<td valign="top" align="center">0.0087</td>
</tr>
<tr>
<td valign="top" align="left"><italic>rps12</italic></td>
<td valign="top" align="center">&#x2212;2131.4662</td>
<td valign="top" align="center">&#x2212;2131.4081</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.1161</td>
<td valign="top" align="center">0.7333</td>
<td valign="top" align="center">0.0079</td>
</tr>
<tr>
<td valign="top" align="left"><italic>rps13</italic></td>
<td valign="top" align="center">&#x2212;1778.7224</td>
<td valign="top" align="center">&#x2212;1777.9087</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1.6274</td>
<td valign="top" align="center">0.2021</td>
<td valign="top" align="center">0.0238</td>
</tr>
<tr>
<td valign="top" align="left"><italic>rps19</italic></td>
<td valign="top" align="center">&#x2212;1073.4163</td>
<td valign="top" align="center">&#x2212;1072.9863</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.8601</td>
<td valign="top" align="center">0.3537</td>
<td valign="top" align="center">0.0056</td>
</tr>
<tr>
<td valign="top" align="left"><italic>rpl2</italic></td>
<td valign="top" align="center">&#x2212;4227.5063</td>
<td valign="top" align="center">&#x2212;4226.9362</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1.1402</td>
<td valign="top" align="center">0.2856</td>
<td valign="top" align="center">0.0522</td>
</tr>
<tr>
<td valign="top" align="left"><italic>rpl14</italic></td>
<td valign="top" align="center">&#x2212;1865.2229</td>
<td valign="top" align="center">&#x2212;1864.4274</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1.5910</td>
<td valign="top" align="center">0.2072</td>
<td valign="top" align="center">0.0340</td>
</tr>
<tr>
<td valign="top" align="left"><italic>rpl16</italic></td>
<td valign="top" align="center">&#x2212;2256.9874</td>
<td valign="top" align="center">&#x2212;2256.7256</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.5235</td>
<td valign="top" align="center">0.4694</td>
<td valign="top" align="center">0.0216</td>
</tr>
</tbody>
</table></table-wrap>
</sec>
</sec>
<sec id="S4">
<title>Discussion</title>
<sec id="S4.SS1">
<title>Gene Rearrangement and Putative Origin in <italic>Euplote</italic>s Mitochondrial Genomes</title>
<p>There is a long tandem repeat region with high level of AT content in <italic>Euplotes</italic> mitochondrial genomes, which makes it difficult to acquire complete sequences by high-throughput sequencing techniques. Despite the incompleteness of mitogenomes, we found gene rearrangement events present in <italic>Euplotes</italic> mitochondrion. Genes involved in rearrangement include tRNA genes as well as protein-coding genes. In general, the tRNA genes rearrange more frequently than PCGs and rRNA genes within the mitogenome (<xref ref-type="bibr" rid="B61">Wu et al., 2014</xref>). In 2007, a pseudo-tRNA gene, which was absent in other <italic>Tetrahymena</italic> species, had been detected in <italic>Tetrahymena paravorax</italic> (<xref ref-type="bibr" rid="B41">Moradian et al., 2007</xref>). We noticed that species in <italic>Euplotes</italic> G1 are from the marine water, while <italic>Euplotes</italic> G2 species live in freshwater. Interestingly, <italic>E. vannus</italic> living in low salinity stress could activated an extra pathway related to the glutamine (Gln, Q) metabolic process (<xref ref-type="bibr" rid="B12">Chen et al., 2019</xref>). The extra <italic>trnQ</italic> in <italic>Euplotes</italic> G2 mitogenome which has different anticodons might be related to salinity of habitats.</p>
<p>Previous study shows that the AT rich region usually plays an important role in regulating the process of transcription and replication (<xref ref-type="bibr" rid="B7">Boore, 1999</xref>). In two genera <italic>Paramecium</italic> and <italic>Tetrahymena</italic>, the AT-rich region coincides with the DNA replication origin (<xref ref-type="bibr" rid="B41">Moradian et al., 2007</xref>). Due to the difference in replication mechanisms of leading strand and lagging strand, there should be a positive GC skew and negative AT skew in the leading strand, a negative GC skew and a positive AT skew in the lagging strand in prokaryote genomes (<xref ref-type="bibr" rid="B11">Charneski et al., 2011</xref>). AT skew or GC skew in prokaryotes can switch at the origin and terminus of replication (<xref ref-type="bibr" rid="B21">Fellenberg et al., 2001</xref>). Considering that both cumulative AT skew and cumulative GC skew have a turning point near the tandem repeat region, it suggests that this interval may be the replication origin of <italic>Euplotes</italic> mitochondrion. The origin of replication in <italic>Paramecium</italic> mitochondria is at one terminus, whereas it is near the center in <italic>Tetrahymena</italic> (<xref ref-type="bibr" rid="B44">Pritchard and Cummings, 1981</xref>; <xref ref-type="bibr" rid="B45">Pritchard et al., 1990</xref>; <xref ref-type="bibr" rid="B8">Burger et al., 2000</xref>). The fact that the sequence flanking the tandem repeat region transcribes in the opposite directions increases the possibility that this region may be involved in transcription and replication initiation.</p>
</sec>
<sec id="S4.SS2">
<title>Mutation Bias as the Major Driving Force of Codon Usage Bias</title>
<p>It is generally acknowledged that codon usage pattern reflects a balance between mutation bias and natural selection for translational efficiency (<xref ref-type="bibr" rid="B49">Sharp et al., 1993</xref>; <xref ref-type="bibr" rid="B37">Liu et al., 2004</xref>). The neutrality plot analysis is a classical method to compare the influences of these two factors by plotting the GC12 of the synonymous codons against the GC3. Considering that base composition of three codon positions should be similar without natural selection, the closer the slope of their regression curve is to 1, the greater the influence of mutational bias. In <italic>Euplotes</italic> mitogenomes, GC12 and GC3 are highly correlated with a slope of 0.549, indicating that mutation bias might be the major driving force of codon usage bias. For ENC-plot analysis, if genes distribute near the standard curve, their codon usage is more likely affected by mutation bias. In this study, we found that most genes in the ENC-plot locate near the standard curve and the correlation between actual ENC and expected ENC is highly significant, which further confirm mutation bias as the major driving force. Genes which are deviated from the standard curve (&#x003E;20% deviation) are mostly shorter than 500 bp (<xref ref-type="supplementary-material" rid="FS3">Supplementary Figure 3</xref>), it is likely the short length rather than actual codon usage bias lead to the extremely low ENC values.</p>
<p>There are various factors contributing to codon usage bias, including gene function (<xref ref-type="bibr" rid="B13">Chiapello et al., 1998</xref>), composition of bases and amino acid, gene length (<xref ref-type="bibr" rid="B20">Duret and Mouchiroud, 1999</xref>), gene expression (<xref ref-type="bibr" rid="B37">Liu et al., 2004</xref>; <xref ref-type="bibr" rid="B58">Wei et al., 2014</xref>), abundance of tRNA (<xref ref-type="bibr" rid="B19">Duret, 2000</xref>). Codons ending with AT and GC form two clusters by plotting PC1 against PC2, indicating that GC3 has great impact on codon usage. Although the effect is not as strong as GC3, GC content also affects codon usage. Protein aromaticity is negatively related to codon usage, as protein aromaticity depends on the composition of amino acid and gene function, which is considered to be the result of natural selection (<xref ref-type="bibr" rid="B58">Wei et al., 2014</xref>). Therefore, the codon usage bias in <italic>Euplotes</italic> mitogenomes is mainly shaped by mutations bias, whereas natural selection is only the minor driving force.</p>
</sec>
<sec id="S4.SS3">
<title>Phylogeny and Habitat Salinity</title>
<p>For aquatic organisms, salinity are one of the most important environmental factors which determine the community composition (<xref ref-type="bibr" rid="B15">Crump et al., 2004</xref>; <xref ref-type="bibr" rid="B33">Herlemann et al., 2016</xref>). Previous studies suggest that the <italic>Euplotes</italic> species and subclades in phylogenetic tree based on SSU-rRNA gene are more uniform in term of habitat salinity (<xref ref-type="bibr" rid="B43">Petroni et al., 2002</xref>; <xref ref-type="bibr" rid="B63">Yi et al., 2009</xref>; <xref ref-type="bibr" rid="B56">Syberg-Olsen et al., 2016</xref>). It is still be true when we carried out phylogenetic analysis by SSU-rRNA gene from more species in <italic>Euplotes</italic>. When constructing the phylogenetic tree by multiple mitochondrial genes, we found the six species in <italic>Euplotes</italic> were divided into two branches, corresponding to <italic>Euplotes</italic> G1 (seawater) and <italic>Euplotes</italic> G2 (freshwater), respectively. These results indicate that salinity might act as a barrier for the distribution of <italic>Euplotes</italic> species. The salinity barrier seems not be strict as the euryhaline species might be the intermediate stage of immigration from ancestrally marine to freshwater (<xref ref-type="bibr" rid="B64">Zhao et al., 2018</xref>).</p>
</sec>
<sec id="S4.SS4">
<title>Mitochondrial Genes Used for Discriminating Closely Related <italic>Euplotes</italic> Species</title>
<p>There is a long standing species classification problem in the <italic>vannus-crassus</italic> group (<xref ref-type="bibr" rid="B9">Caprette and Gates, 1994</xref>; <xref ref-type="bibr" rid="B64">Zhao et al., 2018</xref>). One view point is that <italic>E. vannus</italic> and <italic>E. crassus</italic> experienced separated evolution and speciation (<xref ref-type="bibr" rid="B25">Giann&#x00EC; and Piras, 1990</xref>), while another is that <italic>E. vannus</italic> and <italic>E. crassus</italic> form a highly polymorphic species (<xref ref-type="bibr" rid="B9">Caprette and Gates, 1994</xref>). <italic>E. vannus</italic> and <italic>E. crassus</italic> have similar morphological characteristics and high sequence identity (SSU-rRNA: average 97.78%), which makes it difficult to distinguish them. Sequence identity in mitochondrial genes between <italic>E. vannus</italic> and <italic>E. crassus</italic> is relatively low (e.g., 78.1% in <italic>cox1</italic>), which can help distinguish <italic>E. vannus</italic> from <italic>E. crassus</italic> and other species with highly similarity. In phylogenetic trees based on mitochondrial genes (both single and concatenated genes), phylogenetic relationship among <italic>E. vannus, E. crassus</italic> and <italic>E. minuta</italic> is slightly different from that based on nuclear genes, which may be due to incongruent evolutionary rates between mitochondrial and nuclear genes in these species.</p>
</sec>
<sec id="S4.SS5">
<title>Adaptations From Marine to Freshwater</title>
<p>Immigration from marine to freshwater require specific adaptive mechanism to adjust osmoregulation (<xref ref-type="bibr" rid="B1">Alverson et al., 2007</xref>). Evolutionary divergence between marine and freshwater <italic>Euplotes</italic> might be caused by this kind of physiological adaptations. We found that &#x03C9; of all mitochondrial genes are far less than 1, indicating strong purifying selection acting on these genes in <italic>Euplotes.</italic> The result of branch-specific test indicates that <italic>cox1</italic>, <italic>cox2</italic> and <italic>rps3</italic> have inconsistent &#x03C9; value along the branch of <italic>Euplotes</italic> G1 and G2, which means their evolutionary rate is different. The <italic>rps3</italic> encodes ribosomal protein small subunit and it shows a relatively low sequence similarity in the middle of gene and is of great difference in length among <italic>Euplotes</italic> species. Previous study reported that the mitochondrial <italic>rps3</italic> is variable in size and position as well as gene arrangement due to insertions, microsatellite expansions (<xref ref-type="bibr" rid="B48">Sethuraman et al., 2009</xref>). These may result in inconsistent &#x03C9; values of <italic>rps3</italic> between <italic>Euplotes</italic> G1 and G2. Both <italic>cox1</italic> and <italic>cox2</italic> encode cytochrome <italic>c</italic> oxidase which play crucial roles in ATP production by participating in oxidative phosphorylation (OXPHOS pathway). The strategy for osmotic adjustment rely on energy-depend mechanism (<xref ref-type="bibr" rid="B31">Harding et al., 2016</xref>; <xref ref-type="bibr" rid="B59">Weinisch et al., 2018</xref>). The two genes of <italic>Euplotes</italic> G1 and <italic>Euplotes</italic> G2 may undergo diversifying evolutionary process for physiological adaptations from marine to freshwater.</p>
</sec>
</sec>
<sec id="S5">
<title>Conclusion</title>
<p>The current study mainly acquired four mitogenomes of <italic>Euplotes</italic> and help to provide valuable resources and new insights into the evolution process of <italic>Euplotes</italic> genus. Mitochondrial genes of <italic>Euplotes</italic> including PCGs and tRNA genes undergo rearrangement events but the position of putative origin of transcription and replication is conserved. Though the codon usage patterns of mitochondrion are different in <italic>Euplotes</italic> genus, mutation bias is always the major driving force resulting in the codon usage bias. Interestingly, both gene order and codon usage bias seem to be uniform with habitat salinity level. Phylogenetic analyses based on both mitochondrial and nuclear genes further confirm that species living in similar salinity habitat tend to cluster together. Salinity does present a barrier to the distribution of <italic>Euplotes</italic>. However, some of the ancestrally marine species could adapt to the freshwater. Physiological adaptations may happen to regulate osmotic pressure regulation participated in this process. The <italic>cox1</italic> and <italic>cox2</italic> which participate in OXPHOS pathway might be the key genes for physiological adaptations from marine to freshwater. Besides, mitochondrial genes have higher evolutionary rate compared with traditional nuclear gene markers, so they are more effective for discriminating species with highly similarity.</p>
</sec>
<sec id="S6">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</ext-link>, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MT665958">MT665958</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</ext-link>, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MT665959">MT665959</ext-link>.</p>
</sec>
<sec id="S7">
<title>Author Contributions</title>
<p>MM designed and guided the study. NH, SC, MH, and LH conducted sampling and performed laboratory work. NH and SC performed the evolutionary and phylogenetic analyses. NH drafted the manuscript. MM, SZ, YZ, and QS made further revisions. All authors read and approved this manuscript.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<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>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> This work was supported by Natural Science Foundation of China (32070432, 31672279, 41702385, 32070461), and the Fundamental Research Funds for the Central Universities.</p>
</fn>
</fn-group>
<ack>
<p>Our thanks are due to Prof. Weibo Song (Ocean University of China, China) for supplying samples and technical support.</p>
</ack>
<sec id="S10" sec-type="supplementary material"><title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2021.627879/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2021.627879/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.PDF" id="FS1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Figure 1</label>
<caption><p>Secondary structure and identity of <italic>trn</italic>Qs. <bold>(A)</bold> The secondary structure of <italic>trnQs</italic> in <italic>Euplotes</italic>. The short lines mean there are two hydrogen bonds between the bases, the round dots are used to denote three hydrogen bonds between G and C. Mismatched base pairs are marker by green solid circle. <bold>(B)</bold> Pairwise identity of <italic>trnQs</italic> in <italic>Euplotes</italic>. The order of <italic>trnQs</italic> from top to bottom is exactly the same as the order from left to right.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Data_Sheet_2.PDF" id="FS2" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Figure 2</label>
<caption><p>AT skew and GC skew of <italic>Euplotes</italic> mitogenomes. AT skew and GC shew of upstream and downstream of the tandem repeat regions. Upstream and downstream sequences of all mitochondrion are scaled to the same length respectively. The midpoint of x-coordinate represents the position of the tandem repeat region. The arrows show the transcriptional directions.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Data_Sheet_3.PDF" id="FS3" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Figure 3</label>
<caption><p>Relationship between gene length and degree of actual ENC values deviating from the standard values. The x-coordinate represents the percentage of deviation from the standard, while y-coordinate is gene length. Three asterisks indicate <italic>p</italic> value is less than 0.001 (<italic>t</italic>-test).</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.docx" id="TS1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 1</label>
<caption><p>Degenerate primers for <italic>E. vannus</italic>.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.docx" id="TS2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 2</label>
<caption><p>The previous annotation refers to earliest annotation of <italic>E. minuta</italic> and <italic>E. crassus</italic> done by <xref ref-type="bibr" rid="B18">de Graaf et al. (2009)</xref>. The new annotation of <italic>E. minuta</italic> represents result of reannotation done by <xref ref-type="bibr" rid="B55">Swart et al. (2012)</xref>. We reannotated <italic>E. crassus</italic> as the new annotation of <italic>E. crassus</italic>. In this study, we used new annotation results uniformly.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.docx" id="TS3" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 3</label>
<caption><p>Accession numbers of all sequenced ciliate mitochondrial genomes.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.docx" id="TS4" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 4</label>
<caption><p>Accession numbers of SSU-rRNA genes used to construct phylogenetic tree.</p></caption>
</supplementary-material>
</sec>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alverson</surname> <given-names>A. J.</given-names></name> <name><surname>Jansen</surname> <given-names>R. K.</given-names></name> <name><surname>Theriot</surname> <given-names>E. C.</given-names></name></person-group> (<year>2007</year>). <article-title>Bridging the Rubicon: phylogenetic analysis reveals repeated colonizations of marine and fresh waters by thalassiosiroid diatoms.</article-title> <source><italic>Mol. Phylogenet. Evol.</italic></source> <volume>45</volume> <fpage>193</fpage>&#x2013;<lpage>210</lpage>. <pub-id pub-id-type="doi">10.1016/j.ympev.2007.03.024</pub-id> <pub-id pub-id-type="pmid">17553708</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ballard</surname> <given-names>J. W.</given-names></name></person-group> (<year>2000</year>). <article-title>Comparative genomics of mitochondrial DNA in <italic>Drosophila simulans</italic>.</article-title> <source><italic>J. Mol. Evol.</italic></source> <volume>51</volume> <fpage>64</fpage>&#x2013;<lpage>75</lpage>. <pub-id pub-id-type="doi">10.1007/s002390010067</pub-id> <pub-id pub-id-type="pmid">10903373</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bankevich</surname> <given-names>A.</given-names></name> <name><surname>Nurk</surname> <given-names>S.</given-names></name> <name><surname>Antipov</surname> <given-names>D.</given-names></name> <name><surname>Gurevich</surname> <given-names>A. A.</given-names></name> <name><surname>Dvorkin</surname> <given-names>M.</given-names></name> <name><surname>Kulikov</surname> <given-names>A. S.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>SPAdes: a new genome assembly algorithm and its applications to single-cell sequencing.</article-title> <source><italic>J. Comput. Biol.</italic></source> <volume>19</volume> <fpage>455</fpage>&#x2013;<lpage>477</lpage>. <pub-id pub-id-type="doi">10.1089/cmb.2012.0021</pub-id> <pub-id pub-id-type="pmid">22506599</pub-id></citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barth</surname> <given-names>D.</given-names></name> <name><surname>Berendonk</surname> <given-names>T. U.</given-names></name></person-group> (<year>2011</year>). <article-title>The mitochondrial genome sequence of the ciliate <italic>Paramecium caudatum</italic> reveals a shift in nucleotide composition and codon usage within the genus <italic>Paramecium</italic>.</article-title> <source><italic>BMC Genomics</italic></source> <volume>12</volume>:<issue>272</issue>. <pub-id pub-id-type="doi">10.1186/1471-2164-12-272</pub-id> <pub-id pub-id-type="pmid">21627782</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Benson</surname> <given-names>G.</given-names></name></person-group> (<year>1999</year>). <article-title>Tandem repeats finder: a program to analyze DNA sequences.</article-title> <source><italic>Nucleic Acids Res.</italic></source> <volume>27</volume> <fpage>573</fpage>&#x2013;<lpage>580</lpage>. <pub-id pub-id-type="doi">10.1093/nar/27.2.573</pub-id> <pub-id pub-id-type="pmid">9862982</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bolger</surname> <given-names>A. M.</given-names></name> <name><surname>Lohse</surname> <given-names>M.</given-names></name> <name><surname>Usadel</surname> <given-names>B.</given-names></name></person-group> (<year>2014</year>). <article-title>Trimmomatic: a flexible trimmer for Illumina sequence data.</article-title> <source><italic>Bioinformatics</italic></source> <volume>30</volume> <fpage>2114</fpage>&#x2013;<lpage>2120</lpage>. <pub-id pub-id-type="doi">10.1093/bioinformatics/btu170</pub-id> <pub-id pub-id-type="pmid">24695404</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Boore</surname> <given-names>J. L.</given-names></name></person-group> (<year>1999</year>). <article-title>Animal mitochondrial genomes.</article-title> <source><italic>Nucleic Acids Res.</italic></source> <volume>27</volume> <fpage>1767</fpage>&#x2013;<lpage>1780</lpage>. <pub-id pub-id-type="doi">10.1093/nar/27.8.1767</pub-id> <pub-id pub-id-type="pmid">10101183</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Burger</surname> <given-names>G.</given-names></name> <name><surname>Zhu</surname> <given-names>Y.</given-names></name> <name><surname>Littlejohn</surname> <given-names>T. G.</given-names></name> <name><surname>Greenwood</surname> <given-names>S. J.</given-names></name> <name><surname>Schnare</surname> <given-names>M. N.</given-names></name> <name><surname>Lang</surname> <given-names>B. F.</given-names></name><etal/></person-group> (<year>2000</year>). <article-title>Complete sequence of the mitochondrial genome of <italic>Tetrahymena pyriformis</italic> and comparison with <italic>Paramecium aurelia</italic> mitochondrial DNA.</article-title> <source><italic>J. Mol. Biol.</italic></source> <volume>297</volume> <fpage>365</fpage>&#x2013;<lpage>380</lpage>. <pub-id pub-id-type="doi">10.1006/jmbi.2000.3529</pub-id> <pub-id pub-id-type="pmid">10715207</pub-id></citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Caprette</surname> <given-names>C. L.</given-names></name> <name><surname>Gates</surname> <given-names>M. A.</given-names></name></person-group> (<year>1994</year>). <article-title>Quantitative analyses of interbreeding in populations of <italic>E. vannus</italic>-Morphotype <italic>Euplotes</italic>, with special attention to the nominal species <italic>E. vannus and E. crassus</italic>.</article-title> <source><italic>J. Eukaryot. Microbiol.</italic></source> <volume>41</volume> <fpage>316</fpage>&#x2013;<lpage>324</lpage>. <pub-id pub-id-type="doi">10.1111/j.1550-7408.1994.tb06084.x</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Castresana</surname> <given-names>J.</given-names></name></person-group> (<year>2000</year>). <article-title>Selection of conserved blocks from multiple alignments for their use in phylogenetic analysis.</article-title> <source><italic>Mol. Biol. Evol.</italic></source> <volume>17</volume> <fpage>540</fpage>&#x2013;<lpage>552</lpage>. <pub-id pub-id-type="doi">10.1093/oxfordjournals.molbev.a026334</pub-id> <pub-id pub-id-type="pmid">10742046</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Charneski</surname> <given-names>C. A.</given-names></name> <name><surname>Honti</surname> <given-names>F.</given-names></name> <name><surname>Bryant</surname> <given-names>J. M.</given-names></name> <name><surname>Hurst</surname> <given-names>L. D.</given-names></name> <name><surname>Feil</surname> <given-names>E. J.</given-names></name></person-group> (<year>2011</year>). <article-title>Atypical AT skew in Firmicute genomes results from selection and not from mutation.</article-title> <source><italic>PLoS Genet.</italic></source> <volume>7</volume>:<issue>e1002283</issue>. <pub-id pub-id-type="doi">10.1371/journal.pgen.1002283</pub-id> <pub-id pub-id-type="pmid">21935355</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>X.</given-names></name> <name><surname>Jiang</surname> <given-names>Y.</given-names></name> <name><surname>Gao</surname> <given-names>F.</given-names></name> <name><surname>Zheng</surname> <given-names>W.</given-names></name> <name><surname>Krock</surname> <given-names>T. J.</given-names></name> <name><surname>Stover</surname> <given-names>N. A.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Genome analyses of the new model protist <italic>Euplotes</italic> vannus focusing on genome rearrangement and resistance to environmental stressors.</article-title> <source><italic>Mol. Ecol. Resour.</italic></source> <volume>19</volume> <fpage>1292</fpage>&#x2013;<lpage>1308</lpage>. <pub-id pub-id-type="doi">10.1111/1755-0998.13023</pub-id> <pub-id pub-id-type="pmid">30985983</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chiapello</surname> <given-names>H.</given-names></name> <name><surname>Lisacek</surname> <given-names>F.</given-names></name> <name><surname>Caboche</surname> <given-names>M.</given-names></name> <name><surname>H&#x00E9;naut</surname> <given-names>A.</given-names></name></person-group> (<year>1998</year>). <article-title>Codon usage and gene function are related in sequences of <italic>Arabidopsis thaliana</italic>.</article-title> <source><italic>Gene</italic></source> <volume>209</volume> <fpage>GC1</fpage>&#x2013;<lpage>GC38</lpage>. <pub-id pub-id-type="doi">10.1016/s0378-1119(97)00671-9</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Contreras-Moreira</surname> <given-names>B.</given-names></name> <name><surname>Vinuesa</surname> <given-names>P.</given-names></name></person-group> (<year>2013</year>). <article-title>GET_HOMOLOGUES, a versatile software package for scalable and robust microbial pangenome analysis.</article-title> <source><italic>Appl. Environ. Microbiol.</italic></source> <volume>79</volume> <fpage>7696</fpage>&#x2013;<lpage>7701</lpage>. <pub-id pub-id-type="doi">10.1128/aem.02411-13</pub-id> <pub-id pub-id-type="pmid">24096415</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Crump</surname> <given-names>B. C.</given-names></name> <name><surname>Hopkinson</surname> <given-names>C. S.</given-names></name> <name><surname>Sogin</surname> <given-names>M. L.</given-names></name> <name><surname>Hobbie</surname> <given-names>J. E.</given-names></name></person-group> (<year>2004</year>). <article-title>Microbial biogeography along an estuarine salinity gradient: combined influences of bacterial growth and residence time.</article-title> <source><italic>Appl. Environ. Microbiol.</italic></source> <volume>70</volume> <fpage>1494</fpage>&#x2013;<lpage>1505</lpage>. <pub-id pub-id-type="doi">10.1128/aem.70.3.1494-1505.2004</pub-id> <pub-id pub-id-type="pmid">15006771</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Darriba</surname> <given-names>D.</given-names></name> <name><surname>Taboada</surname> <given-names>G. L.</given-names></name> <name><surname>Doallo</surname> <given-names>R.</given-names></name> <name><surname>Posada</surname> <given-names>D.</given-names></name></person-group> (<year>2011</year>). <article-title>ProtTest 3: fast selection of best-fit models of protein evolution.</article-title> <source><italic>Bioinformatics</italic></source> <volume>27</volume> <fpage>1164</fpage>&#x2013;<lpage>1165</lpage>. <pub-id pub-id-type="doi">10.1093/bioinformatics/btr088</pub-id> <pub-id pub-id-type="pmid">21335321</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Darriba</surname> <given-names>D.</given-names></name> <name><surname>Taboada</surname> <given-names>G. L.</given-names></name> <name><surname>Doallo</surname> <given-names>R.</given-names></name> <name><surname>Posada</surname> <given-names>D.</given-names></name></person-group> (<year>2012</year>). <article-title>jModelTest 2: more models, new heuristics and parallel computing.</article-title> <source><italic>Nat. Methods</italic></source> <volume>9</volume> <fpage>772</fpage>&#x2013;<lpage>772</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.2109</pub-id> <pub-id pub-id-type="pmid">22847109</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>de Graaf</surname> <given-names>R. M.</given-names></name> <name><surname>van Alen</surname> <given-names>T. A.</given-names></name> <name><surname>Dutilh</surname> <given-names>B. E.</given-names></name> <name><surname>Kuiper</surname> <given-names>J. W.</given-names></name> <name><surname>van Zoggel</surname> <given-names>H. J.</given-names></name> <name><surname>Huynh</surname> <given-names>M. B.</given-names></name><etal/></person-group> (<year>2009</year>). <article-title>The mitochondrial genomes of the ciliates <italic>Euplotes minuta</italic> and <italic>Euplotes crassus</italic>.</article-title> <source><italic>BMC Genomics</italic></source> <volume>10</volume>:<issue>514</issue>. <pub-id pub-id-type="doi">10.1186/1471-2164-10-514</pub-id> <pub-id pub-id-type="pmid">19895685</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Duret</surname> <given-names>L.</given-names></name></person-group> (<year>2000</year>). <article-title>tRNA gene number and codon usage in the <italic>C. elegans</italic> genome are co-adapted for optimal translation of highly expressed genes.</article-title> <source><italic>Trends Genet.</italic></source> <volume>16</volume> <fpage>287</fpage>&#x2013;<lpage>289</lpage>. <pub-id pub-id-type="doi">10.1016/s0168-9525(00)02041-2</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Duret</surname> <given-names>L.</given-names></name> <name><surname>Mouchiroud</surname> <given-names>D.</given-names></name></person-group> (<year>1999</year>). <article-title>Expression pattern and, surprisingly, gene length shape codon usage in <italic>Caenorhabditis</italic>, <italic>Drosophila</italic>, <italic>Arabidopsis</italic>.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>96</volume> <fpage>4482</fpage>&#x2013;<lpage>4487</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.96.8.4482</pub-id> <pub-id pub-id-type="pmid">10200288</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fellenberg</surname> <given-names>K.</given-names></name> <name><surname>Hauser</surname> <given-names>N. C.</given-names></name> <name><surname>Brors</surname> <given-names>B.</given-names></name> <name><surname>Neutzner</surname> <given-names>A.</given-names></name> <name><surname>Hoheisel</surname> <given-names>J. D.</given-names></name> <name><surname>Vingron</surname> <given-names>M.</given-names></name></person-group> (<year>2001</year>). <article-title>Correspondence analysis applied to microarray data.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>98</volume> <fpage>10781</fpage>&#x2013;<lpage>10786</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.181597298</pub-id> <pub-id pub-id-type="pmid">11535808</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fernandes</surname> <given-names>N. M.</given-names></name> <name><surname>Paiva</surname> <given-names>T.</given-names></name> <name><surname>da Silva-Neto</surname> <given-names>I. D.</given-names></name> <name><surname>Schlegel</surname> <given-names>M.</given-names></name> <name><surname>Schrago</surname> <given-names>C. G.</given-names></name></person-group> (<year>2016</year>). <article-title>Expanded phylogenetic analyses of the class Heterotrichea (Ciliophora, Postciliodesmatophora) using five molecular markers and morphological data.</article-title> <source><italic>Mol. Phylogenet. Evol.</italic></source> <volume>95</volume> <fpage>229</fpage>&#x2013;<lpage>246</lpage>. <pub-id pub-id-type="doi">10.1016/j.ympev.2015.10.030</pub-id> <pub-id pub-id-type="pmid">26549427</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fuglsang</surname> <given-names>A.</given-names></name></person-group> (<year>2006</year>). <article-title>Estimating the &#x201C;effective number of codons&#x201D;: the Wright way of determining codon homozygosity leads to superior estimates.</article-title> <source><italic>Genetics</italic></source> <volume>172</volume> <fpage>1301</fpage>&#x2013;<lpage>1307</lpage>. <pub-id pub-id-type="doi">10.1534/genetics.105.049643</pub-id> <pub-id pub-id-type="pmid">16299393</pub-id></citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gentekaki</surname> <given-names>E.</given-names></name> <name><surname>Kolisko</surname> <given-names>M.</given-names></name> <name><surname>Boscaro</surname> <given-names>V.</given-names></name> <name><surname>Bright</surname> <given-names>K. J.</given-names></name> <name><surname>Dini</surname> <given-names>F.</given-names></name> <name><surname>Di Giuseppe</surname> <given-names>G.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Large-scale phylogenomic analysis reveals the phylogenetic position of the problematic taxon <italic>Protocruzia</italic> and unravels the deep phylogenetic affinities of the ciliate lineages.</article-title> <source><italic>Mol. Phylogenet. Evol.</italic></source> <volume>78</volume> <fpage>36</fpage>&#x2013;<lpage>42</lpage>. <pub-id pub-id-type="doi">10.1016/j.ympev.2014.04.020</pub-id> <pub-id pub-id-type="pmid">24814356</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Giann&#x00EC;</surname> <given-names>A.</given-names></name> <name><surname>Piras</surname> <given-names>L.</given-names></name></person-group> (<year>1990</year>). <article-title>Autoecological and molecular approach to the species problem in the <italic>Euplotes vannus-crassus-minuta</italic> group (Ciliophora, Hypotrichida).</article-title> <source><italic>Eur. J. Protistol.</italic></source> <volume>26</volume> <fpage>142</fpage>&#x2013;<lpage>148</lpage>. <pub-id pub-id-type="doi">10.1016/s0932-4739(11)80108-2</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Giuseppe</surname> <given-names>G. D.</given-names></name> <name><surname>Erra</surname> <given-names>F.</given-names></name> <name><surname>Dini</surname> <given-names>F.</given-names></name> <name><surname>Alimenti</surname> <given-names>C.</given-names></name> <name><surname>Vallesi</surname> <given-names>A.</given-names></name> <name><surname>Pedrini</surname> <given-names>B.</given-names></name><etal/></person-group> (<year>2011</year>). <article-title>Antarctic and Arctic populations of the ciliate <italic>Euplotes nobilii</italic> show common pheromone-mediated cell-cell signaling and cross-mating.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>108</volume> <fpage>3181</fpage>&#x2013;<lpage>3186</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1019432108/-/DCSupplemental</pub-id> <pub-id pub-id-type="pmid">21300903</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gray</surname> <given-names>M. W.</given-names></name> <name><surname>Burger</surname> <given-names>G.</given-names></name> <name><surname>Lang</surname> <given-names>B. F.</given-names></name></person-group> (<year>1999</year>). <article-title>Mitochondrial evolution.</article-title> <source><italic>Science</italic></source> <volume>283</volume> <fpage>1476</fpage>&#x2013;<lpage>1481</lpage>. <pub-id pub-id-type="doi">10.1126/science.283.5407.1476</pub-id> <pub-id pub-id-type="pmid">10066161</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Graziano</surname> <given-names>G.</given-names></name> <name><surname>Danielle</surname> <given-names>S.</given-names></name> <name><surname>Graziano</surname> <given-names>D. G.</given-names></name> <name><surname>Fernando</surname> <given-names>D.</given-names></name></person-group> (<year>2010</year>). <article-title>Structures, biological activities and phylogenetic relationships of terpenoids from marine ciliates of the genus <italic>Euplotes</italic>.</article-title> <source><italic>Mar. Drugs</italic></source> <volume>8</volume> <fpage>2080</fpage>&#x2013;<lpage>2116</lpage>. <pub-id pub-id-type="doi">10.3390/md8072080</pub-id> <pub-id pub-id-type="pmid">20714425</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grigoriev</surname> <given-names>A.</given-names></name></person-group> (<year>1998</year>). <article-title>Analyzing genomes with cumulative skew diagrams.</article-title> <source><italic>Nucleic Acids Res.</italic></source> <volume>26</volume> <fpage>2286</fpage>&#x2013;<lpage>2290</lpage>. <pub-id pub-id-type="doi">10.1093/nar/26.10.2286</pub-id> <pub-id pub-id-type="pmid">9580676</pub-id></citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hall</surname> <given-names>T. A.</given-names></name></person-group> (<year>1999</year>). <article-title>BioEdit: a user-friendly biological sequence alignment editor and analysis program for Windows 95/98/NT.</article-title> <source><italic>Nucleic Acids Symp. Ser.</italic></source> <volume>41</volume> <fpage>95</fpage>&#x2013;<lpage>98</lpage>. <pub-id pub-id-type="doi">10.14601/Phytopathol_Mediterr-14998u1.29</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Harding</surname> <given-names>T.</given-names></name> <name><surname>Brown</surname> <given-names>M. W.</given-names></name> <name><surname>Simpson</surname> <given-names>A. G.</given-names></name> <name><surname>Roger</surname> <given-names>A. J.</given-names></name></person-group> (<year>2016</year>). <article-title>Osmoadaptative strategy and its molecular signature in obligately halophilic heterotrophic protists.</article-title> <source><italic>Genome Biol. Evol.</italic></source> <volume>8</volume> <fpage>2241</fpage>&#x2013;<lpage>2258</lpage>. <pub-id pub-id-type="doi">10.1093/gbe/evw152</pub-id> <pub-id pub-id-type="pmid">27412608</pub-id></citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>He</surname> <given-names>M.</given-names></name> <name><surname>Wang</surname> <given-names>J.</given-names></name> <name><surname>Fan</surname> <given-names>X.</given-names></name> <name><surname>Liu</surname> <given-names>X.</given-names></name> <name><surname>Shi</surname> <given-names>W.</given-names></name> <name><surname>Huang</surname> <given-names>N.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Genetic basis for the establishment of endosymbiosis in <italic>Paramecium</italic>.</article-title> <source><italic>ISME J.</italic></source> <volume>13</volume> <fpage>1360</fpage>&#x2013;<lpage>1369</lpage>. <pub-id pub-id-type="doi">10.1038/s41396-018-0341-4</pub-id> <pub-id pub-id-type="pmid">30647459</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Herlemann</surname> <given-names>D. P.</given-names></name> <name><surname>Lundin</surname> <given-names>D.</given-names></name> <name><surname>Andersson</surname> <given-names>A. F.</given-names></name> <name><surname>Labrenz</surname> <given-names>M.</given-names></name> <name><surname>Jurgens</surname> <given-names>K.</given-names></name></person-group> (<year>2016</year>). <article-title>Phylogenetic signals of salinity and season in bacterial community composition across the salinity gradient of the Baltic Sea.</article-title> <source><italic>Front. Microbiol.</italic></source> <volume>7</volume>:<issue>1883</issue>. <pub-id pub-id-type="doi">10.3389/fmicb.2016.01883</pub-id> <pub-id pub-id-type="pmid">27933046</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jeffares</surname> <given-names>D.</given-names></name> <name><surname>Tomiczek</surname> <given-names>B.</given-names></name> <name><surname>Sojo</surname> <given-names>V.</given-names></name> <name><surname>dos Reis</surname> <given-names>M.</given-names></name></person-group> (<year>2015</year>). <article-title>A beginners guide to estimating the non-synonymous to synonymous rate ratio of all protein-coding genes in a genome.</article-title> <source><italic>Methods Mol. biol.</italic></source> <volume>1201</volume> <fpage>65</fpage>&#x2013;<lpage>90</lpage>. <pub-id pub-id-type="doi">10.1007/978-1-4939-1438-8_4</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Katoh</surname> <given-names>K.</given-names></name> <name><surname>Standley</surname> <given-names>D. M.</given-names></name></person-group> (<year>2013</year>). <article-title>MAFFT multiple sequence alignment software version 7: improvements in performance and usability.</article-title> <source><italic>Mol. Biol. Evol.</italic></source> <volume>30</volume> <fpage>772</fpage>&#x2013;<lpage>780</lpage>. <pub-id pub-id-type="doi">10.1093/molbev/mst010</pub-id> <pub-id pub-id-type="pmid">23329690</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kodama</surname> <given-names>Y.</given-names></name> <name><surname>Fujishima</surname> <given-names>M.</given-names></name></person-group> (<year>2005</year>). <article-title>Symbiotic <italic>Chlorella</italic> sp. of the ciliate <italic>Paramecium bursaria</italic> do not prevent acidification and lysosomal fusion of host digestive vacuoles during infection.</article-title> <source><italic>Protoplasma</italic></source> <volume>225</volume> <fpage>191</fpage>&#x2013;<lpage>203</lpage>. <pub-id pub-id-type="doi">10.1007/s00709-005-0087-5</pub-id> <pub-id pub-id-type="pmid">15997335</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>Q. P.</given-names></name> <name><surname>Feng</surname> <given-names>Y.</given-names></name> <name><surname>Xue</surname> <given-names>Q. Z.</given-names></name></person-group> (<year>2004</year>). <article-title>Analysis of factors shaping codon usage in the mitochondrion genome of <italic>Oryza sativa</italic>.</article-title> <source><italic>Mitochondrion</italic></source> <volume>4</volume> <fpage>313</fpage>&#x2013;<lpage>320</lpage>. <pub-id pub-id-type="doi">10.1016/j.mito.2004.06.003</pub-id> <pub-id pub-id-type="pmid">16120394</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lowe</surname> <given-names>T. M.</given-names></name> <name><surname>Chan</surname> <given-names>P. P.</given-names></name></person-group> (<year>2016</year>). <article-title>tRNAscan-SE On-line: integrating search and context for analysis of transfer RNA genes.</article-title> <source><italic>Nucleic Acids Res.</italic></source> <volume>44</volume> <fpage>W54</fpage>&#x2013;<lpage>W57</lpage>. <pub-id pub-id-type="doi">10.1093/nar/gkw413</pub-id> <pub-id pub-id-type="pmid">27174935</pub-id></citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McGrath</surname> <given-names>C. L.</given-names></name> <name><surname>Gout</surname> <given-names>J. F.</given-names></name> <name><surname>Doak</surname> <given-names>T. G.</given-names></name> <name><surname>Yanagi</surname> <given-names>A.</given-names></name> <name><surname>Lynch</surname> <given-names>M.</given-names></name></person-group> (<year>2014</year>). <article-title>Insights into three whole-genome duplications gleaned from the <italic>Paramecium caudatum</italic> genome sequence.</article-title> <source><italic>Genetics</italic></source> <volume>197</volume> <fpage>1417</fpage>&#x2013;<lpage>1428</lpage>. <pub-id pub-id-type="doi">10.1534/genetics.114.163287</pub-id> <pub-id pub-id-type="pmid">24840360</pub-id></citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Medlin</surname> <given-names>L.</given-names></name> <name><surname>Elwood</surname> <given-names>H. J.</given-names></name> <name><surname>Stickel</surname> <given-names>S.</given-names></name> <name><surname>Sogin</surname> <given-names>M. L.</given-names></name></person-group> (<year>1988</year>). <article-title>The characterization of enzymatically amplified eukaryotic 16S-like rRNA-coding regions.</article-title> <source><italic>Gene</italic></source> <volume>71</volume>, <fpage>491</fpage>&#x2013;<lpage>499</lpage>. <pub-id pub-id-type="doi">10.1016/0378-1119(88)90066-2</pub-id></citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moradian</surname> <given-names>M. M.</given-names></name> <name><surname>Beglaryan</surname> <given-names>D.</given-names></name> <name><surname>Skozylas</surname> <given-names>J. M.</given-names></name> <name><surname>Kerikorian</surname> <given-names>V.</given-names></name></person-group> (<year>2007</year>). <article-title>Complete mitochondrial genome sequence of three <italic>Tetrahymena</italic> species reveals mutation hot spots and accelerated nonsynonymous substitutions in <italic>Ymf</italic> genes.</article-title> <source><italic>PLoS One</italic></source> <volume>2</volume>:<issue>e650</issue>. <pub-id pub-id-type="doi">10.1371/journal.pone.0000650</pub-id> <pub-id pub-id-type="pmid">17653277</pub-id></citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pedrini</surname> <given-names>B.</given-names></name> <name><surname>Suter-Stahel</surname> <given-names>T.</given-names></name> <name><surname>Vallesi</surname> <given-names>A.</given-names></name> <name><surname>Luporinic</surname> <given-names>C. A. P.</given-names></name></person-group> (<year>2017</year>). <article-title>Molecular structures and coding genes of the water-borne protein pheromones of <italic>Euplotes petzi</italic>, an early diverging polar species of <italic>Euplotes</italic>.</article-title> <source><italic>J. Eukaryot. Microbiol.</italic></source> <volume>64</volume> <fpage>164</fpage>&#x2013;<lpage>172</lpage>. <pub-id pub-id-type="doi">10.1111/jeu.12348</pub-id> <pub-id pub-id-type="pmid">27455370</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Petroni</surname> <given-names>G.</given-names></name> <name><surname>Dini</surname> <given-names>F.</given-names></name> <name><surname>Verni</surname> <given-names>F.</given-names></name> <name><surname>Rosati</surname> <given-names>G.</given-names></name></person-group> (<year>2002</year>). <article-title>A molecular approach to the tangled intrageneric relationships underlying phylogeny in <italic>Euplotes</italic> (Ciliophora, Spirotrichea).</article-title> <source><italic>Mol. Phylogenet. Evol.</italic></source> <volume>22</volume> <fpage>118</fpage>&#x2013;<lpage>130</lpage>. <pub-id pub-id-type="doi">10.1006/mpev.2001.1030</pub-id> <pub-id pub-id-type="pmid">11796035</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pritchard</surname> <given-names>A. E.</given-names></name> <name><surname>Cummings</surname> <given-names>D. J.</given-names></name></person-group> (<year>1981</year>). <article-title>Replication of linear mitochondrial DNA from <italic>Paramecium</italic>: sequence and structure of the initiation-end crosslink.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>78</volume> <fpage>7341</fpage>&#x2013;<lpage>7345</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.78.12.7341</pub-id> <pub-id pub-id-type="pmid">6950379</pub-id></citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pritchard</surname> <given-names>A. E.</given-names></name> <name><surname>Seilhamer</surname> <given-names>J. J.</given-names></name> <name><surname>Mahalingam</surname> <given-names>R.</given-names></name> <name><surname>Sable</surname> <given-names>C. L.</given-names></name> <name><surname>Venuti</surname> <given-names>S. E.</given-names></name> <name><surname>Cummings</surname> <given-names>D. J.</given-names></name></person-group> (<year>1990</year>). <article-title>Nucleotide sequence of the mitochondrial genome of <italic>Paramecium</italic>.</article-title> <source><italic>Nucleic Acids Res.</italic></source> <volume>18</volume> <fpage>173</fpage>&#x2013;<lpage>180</lpage>. <pub-id pub-id-type="doi">10.1093/nar/18.1.173</pub-id> <pub-id pub-id-type="pmid">2308823</pub-id></citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ronquist</surname> <given-names>F.</given-names></name> <name><surname>Teslenko</surname> <given-names>M.</given-names></name> <name><surname>van der Mark</surname> <given-names>P.</given-names></name> <name><surname>Ayres</surname> <given-names>D. L.</given-names></name> <name><surname>Darling</surname> <given-names>A.</given-names></name> <name><surname>Hohna</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>MrBayes 3.2: efficient Bayesian phylogenetic inference and model choice across a large model space.</article-title> <source><italic>Syst. Biol.</italic></source> <volume>61</volume> <fpage>539</fpage>&#x2013;<lpage>542</lpage>. <pub-id pub-id-type="doi">10.1093/sysbio/sys029</pub-id> <pub-id pub-id-type="pmid">22357727</pub-id></citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Serra</surname> <given-names>V.</given-names></name> <name><surname>Gammuto</surname> <given-names>L.</given-names></name> <name><surname>Nitla</surname> <given-names>V.</given-names></name> <name><surname>Castelli</surname> <given-names>M.</given-names></name> <name><surname>Lanzoni</surname> <given-names>O.</given-names></name> <name><surname>Sassera</surname> <given-names>D.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Next generation taxonomy: integrating traditional species description with the holobiont concept and genomic approaches &#x2013; the in-depth characterization of a novel <italic>Euplotes</italic> species as a case study.</article-title> <source><italic>bioRxiv</italic></source> <comment>[Preprint]</comment>. <pub-id pub-id-type="doi">10.1101/666461</pub-id></citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sethuraman</surname> <given-names>J.</given-names></name> <name><surname>Majer</surname> <given-names>A.</given-names></name> <name><surname>Iranpour</surname> <given-names>M.</given-names></name> <name><surname>Hausner</surname> <given-names>G.</given-names></name></person-group> (<year>2009</year>). <article-title>Molecular evolution of the mtDNA encoded <italic>rps3</italic> gene among filamentous ascomycetes fungi with an emphasis on the Ophiostomatoid fungi.</article-title> <source><italic>J. Mol. Evol.</italic></source> <volume>69</volume> <fpage>372</fpage>&#x2013;<lpage>385</lpage>. <pub-id pub-id-type="doi">10.1007/s00239-009-9291-9</pub-id> <pub-id pub-id-type="pmid">19826748</pub-id></citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sharp</surname> <given-names>P. M.</given-names></name> <name><surname>Stenico</surname> <given-names>M.</given-names></name> <name><surname>Peden</surname> <given-names>J. F.</given-names></name> <name><surname>Lloyd</surname> <given-names>A. T.</given-names></name></person-group> (<year>1993</year>). <article-title>Codon usage: mutational bias, translational selection, or both?</article-title> <source><italic>Biochem. Soc. Trans.</italic></source> <volume>21</volume> <fpage>835</fpage>&#x2013;<lpage>841</lpage>. <pub-id pub-id-type="doi">10.1042/bst0210835</pub-id> <pub-id pub-id-type="pmid">8132077</pub-id></citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shazib</surname> <given-names>S. U.</given-names></name> <name><surname>Vdacny</surname> <given-names>P.</given-names></name> <name><surname>Kim</surname> <given-names>J. H.</given-names></name> <name><surname>Jang</surname> <given-names>S. W.</given-names></name> <name><surname>Shin</surname> <given-names>M. K.</given-names></name></person-group> (<year>2016</year>). <article-title>Molecular phylogeny and species delimitation within the ciliate genus <italic>Spirostomum</italic> (Ciliophora, Postciliodesmatophora, Heterotrichea), using the internal transcribed spacer region.</article-title> <source><italic>Mol. Phylogenet. Evol.</italic></source> <volume>102</volume> <fpage>128</fpage>&#x2013;<lpage>144</lpage>. <pub-id pub-id-type="doi">10.1016/j.ympev.2016.05.041</pub-id> <pub-id pub-id-type="pmid">27261253</pub-id></citation></ref>
<ref id="B51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sivasankaran</surname> <given-names>K.</given-names></name> <name><surname>Mathew</surname> <given-names>P.</given-names></name> <name><surname>Anand</surname> <given-names>S.</given-names></name> <name><surname>Ceasar</surname> <given-names>S. A.</given-names></name> <name><surname>Mariapackiam</surname> <given-names>S.</given-names></name> <name><surname>Ignacimuthu</surname> <given-names>S.</given-names></name></person-group> (<year>2017</year>). <article-title>Complete mitochondrial genome sequence of fruit-piercing moth <italic>Eudocima phalonia</italic> (Linnaeus, 1763) (Lepidoptera: Noctuoidea).</article-title> <source><italic>Genom. Data</italic></source> <volume>14</volume> <fpage>66</fpage>&#x2013;<lpage>81</lpage>. <pub-id pub-id-type="doi">10.1016/j.gdata.2017.09.004</pub-id> <pub-id pub-id-type="pmid">29021958</pub-id></citation></ref>
<ref id="B52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Slabodnick</surname> <given-names>M. M.</given-names></name> <name><surname>Ruby</surname> <given-names>J. G.</given-names></name> <name><surname>Reiff</surname> <given-names>S. B.</given-names></name> <name><surname>Swart</surname> <given-names>E. C.</given-names></name> <name><surname>Gosai</surname> <given-names>S.</given-names></name> <name><surname>Prabakaran</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>The macronuclear genome of <italic>Stentor coeruleus</italic> reveals tiny introns in a giant cell.</article-title> <source><italic>Curr. Biol.</italic></source> <volume>27</volume> <fpage>569</fpage>&#x2013;<lpage>575</lpage>. <pub-id pub-id-type="doi">10.1016/j.cub.2016.12.057</pub-id> <pub-id pub-id-type="pmid">28190732</pub-id></citation></ref>
<ref id="B53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Soding</surname> <given-names>J.</given-names></name> <name><surname>Biegert</surname> <given-names>A.</given-names></name> <name><surname>Lupas</surname> <given-names>A. N.</given-names></name></person-group> (<year>2005</year>). <article-title>The HHpred interactive server for protein homology detection and structure prediction.</article-title> <source><italic>Nucleic Acids Res.</italic></source> <volume>33</volume> <fpage>W244</fpage>&#x2013;<lpage>W248</lpage>. <pub-id pub-id-type="doi">10.1093/nar/gki408</pub-id> <pub-id pub-id-type="pmid">15980461</pub-id></citation></ref>
<ref id="B54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stamatakis</surname> <given-names>A.</given-names></name></person-group> (<year>2014</year>). <article-title>RAxML version 8: a tool for phylogenetic analysis and post-analysis of large phylogenies.</article-title> <source><italic>Bioinformatics</italic></source> <volume>30</volume> <fpage>1312</fpage>&#x2013;<lpage>1313</lpage>. <pub-id pub-id-type="doi">10.1093/bioinformatics/btu033</pub-id> <pub-id pub-id-type="pmid">24451623</pub-id></citation></ref>
<ref id="B55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Swart</surname> <given-names>E. C.</given-names></name> <name><surname>Nowacki</surname> <given-names>M.</given-names></name> <name><surname>Shum</surname> <given-names>J.</given-names></name> <name><surname>Stiles</surname> <given-names>H.</given-names></name> <name><surname>Higgins</surname> <given-names>B. P.</given-names></name> <name><surname>Doak</surname> <given-names>T. G.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>The <italic>Oxytricha trifallax</italic> mitochondrial genome.</article-title> <source><italic>Genome Biol. Evol.</italic></source> <volume>4</volume> <fpage>136</fpage>&#x2013;<lpage>154</lpage>. <pub-id pub-id-type="doi">10.1093/gbe/evr136</pub-id> <pub-id pub-id-type="pmid">22179582</pub-id></citation></ref>
<ref id="B56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Syberg-Olsen</surname> <given-names>M. J.</given-names></name> <name><surname>Irwin</surname> <given-names>N. A.</given-names></name> <name><surname>Vannini</surname> <given-names>C.</given-names></name> <name><surname>Erra</surname> <given-names>F.</given-names></name> <name><surname>Di Giuseppe</surname> <given-names>G.</given-names></name> <name><surname>Boscaro</surname> <given-names>V.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Biogeography and character evolution of the ciliate genus <italic>Euplotes</italic> (Spirotrichea, Euplotia), with description of <italic>Euplotes curdsi</italic> sp. nov.</article-title> <source><italic>PLoS One</italic></source> <volume>11</volume>:<issue>e0165442</issue>. <pub-id pub-id-type="doi">10.1371/journal.pone.0165442</pub-id> <pub-id pub-id-type="pmid">27828996</pub-id></citation></ref>
<ref id="B57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vaidya</surname> <given-names>G.</given-names></name> <name><surname>Lohman</surname> <given-names>D. J.</given-names></name> <name><surname>Meier</surname> <given-names>R.</given-names></name></person-group> (<year>2011</year>). <article-title>SequenceMatrix: concatenation software for the fast assembly of multi-gene datasets with character set and codon information.</article-title> <source><italic>Cladistics</italic></source> <volume>27</volume> <fpage>171</fpage>&#x2013;<lpage>180</lpage>. <pub-id pub-id-type="doi">10.1111/j.1096-0031.2010.00329.x</pub-id></citation></ref>
<ref id="B58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wei</surname> <given-names>L.</given-names></name> <name><surname>He</surname> <given-names>J.</given-names></name> <name><surname>Jia</surname> <given-names>X.</given-names></name> <name><surname>Qi</surname> <given-names>Q.</given-names></name> <name><surname>Liang</surname> <given-names>Z.</given-names></name> <name><surname>Zheng</surname> <given-names>H.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Analysis of codon usage bias of mitochondrial genome in <italic>Bombyx mori</italic> and its relation to evolution.</article-title> <source><italic>BMC Evol. Biol.</italic></source> <volume>14</volume>:<issue>262</issue>. <pub-id pub-id-type="doi">10.1186/s12862-014-0262-4</pub-id> <pub-id pub-id-type="pmid">25515024</pub-id></citation></ref>
<ref id="B59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Weinisch</surname> <given-names>L.</given-names></name> <name><surname>Kuhner</surname> <given-names>S.</given-names></name> <name><surname>Roth</surname> <given-names>R.</given-names></name> <name><surname>Grimm</surname> <given-names>M.</given-names></name> <name><surname>Roth</surname> <given-names>T.</given-names></name> <name><surname>Netz</surname> <given-names>D. J. A.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Identification of osmoadaptive strategies in the halophile, heterotrophic ciliate Schmidingerothrix salinarum.</article-title> <source><italic>PLoS Biol.</italic></source> <volume>16</volume>:<issue>e2003892</issue>. <pub-id pub-id-type="doi">10.1371/journal.pbio.2003892</pub-id> <pub-id pub-id-type="pmid">29357351</pub-id></citation></ref>
<ref id="B60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wright</surname> <given-names>F.</given-names></name></person-group> (<year>1990</year>). <article-title>The &#x2018;effective number of codons&#x2019; used in a gene.</article-title> <source><italic>Gene</italic></source> <volume>87</volume> <fpage>23</fpage>&#x2013;<lpage>29</lpage>. <pub-id pub-id-type="doi">10.1016/0378-1119(90)90491-9</pub-id></citation></ref>
<ref id="B61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wu</surname> <given-names>X. Y.</given-names></name> <name><surname>Xiao</surname> <given-names>S.</given-names></name> <name><surname>Li</surname> <given-names>X. L.</given-names></name> <name><surname>Li</surname> <given-names>L.</given-names></name> <name><surname>Shi</surname> <given-names>W.</given-names></name> <name><surname>Yu</surname> <given-names>Z. N.</given-names></name></person-group> (<year>2014</year>). <article-title>Evolution of the tRNA gene family in mitochondrial genomes of five <italic>Meretrix clams</italic> (Bivalvia, Veneridae).</article-title> <source><italic>Gene</italic></source> <volume>533</volume> <fpage>439</fpage>&#x2013;<lpage>446</lpage>. <pub-id pub-id-type="doi">10.1016/j.gene.2013.09.077</pub-id> <pub-id pub-id-type="pmid">24084366</pub-id></citation></ref>
<ref id="B62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>Z.</given-names></name></person-group> (<year>2007</year>). <article-title>PAML 4: phylogenetic analysis by maximum likelihood.</article-title> <source><italic>Mol. Biol. Evol.</italic></source> <volume>24</volume> <fpage>1586</fpage>&#x2013;<lpage>1591</lpage>. <pub-id pub-id-type="doi">10.1093/molbev/msm088</pub-id> <pub-id pub-id-type="pmid">17483113</pub-id></citation></ref>
<ref id="B63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yi</surname> <given-names>Z. Z.</given-names></name> <name><surname>Song</surname> <given-names>W. B.</given-names></name> <name><surname>Clamp</surname> <given-names>J. C.</given-names></name> <name><surname>Chen</surname> <given-names>Z. G.</given-names></name> <name><surname>Gao</surname> <given-names>S.</given-names></name> <name><surname>Zhang</surname> <given-names>Q. Q.</given-names></name></person-group> (<year>2009</year>). <article-title>Reconsideration of systematic relationships within the order Euplotida (Protista, Ciliophora) using new sequences of the gene coding for small-subunit rRNA and testing the use of combined data sets to construct phylogenies of the Diophrys-complex.</article-title> <source><italic>Mol. Phylogenet. Evol.</italic></source> <volume>50</volume> <fpage>599</fpage>&#x2013;<lpage>607</lpage>.</citation></ref>
<ref id="B64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname> <given-names>Y.</given-names></name> <name><surname>Yi</surname> <given-names>Z. Z.</given-names></name> <name><surname>Warren</surname> <given-names>A.</given-names></name> <name><surname>Song</surname> <given-names>W. B.</given-names></name></person-group> (<year>2018</year>). <article-title>Species delimitation for the molecular taxonomy and ecology of the widely distributed microbial <italic>Eukaryote</italic> genus Plotters (Alveolata, Ciliophora).</article-title> <source><italic>Proc. Biol. Sci.</italic></source> <volume>285</volume>:<issue>20172159</issue>. <pub-id pub-id-type="doi">10.1098/rspb.2017.2159</pub-id> <pub-id pub-id-type="pmid">29367393</pub-id></citation></ref>
<ref id="B65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>H. L.</given-names></name> <name><surname>Liu</surname> <given-names>B. B.</given-names></name> <name><surname>Wang</surname> <given-names>X. Y.</given-names></name> <name><surname>Han</surname> <given-names>Z. P.</given-names></name> <name><surname>Zhang</surname> <given-names>D. X.</given-names></name> <name><surname>Su</surname> <given-names>C. N.</given-names></name></person-group> (<year>2016</year>). <article-title>Comparative mitogenomic analysis of species representing six subfamilies in the family Tenebrionidae.</article-title> <source><italic>Int. J. Mol. Sci.</italic></source> <volume>17</volume>:<issue>841</issue>. <pub-id pub-id-type="doi">10.3390/ijms17060841</pub-id> <pub-id pub-id-type="pmid">27258256</pub-id></citation></ref>
</ref-list>
<fn-group>
<fn id="footnote1">
<label>1</label>
<p><ext-link ext-link-type="uri" xlink:href="http://codonw.sourceforge.net/">http://codonw.sourceforge.net/</ext-link></p></fn>
<fn id="footnote2">
<label>2</label>
<p><ext-link ext-link-type="uri" xlink:href="https://github.com/nylander/MrModeltest2">https://github.com/nylander/MrModeltest2</ext-link></p></fn>
</fn-group>
</back>
</article>