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<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>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2024.1359531</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>The genomic study of repetitive elements in <italic>Solea senegalensis</italic> reveals multiple impacts of transposable elements in the evolution and architecture of Pleuronectiformes chromosomes</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Cross</surname>
<given-names>Ismael</given-names>
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<sup>1</sup>
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<name>
<surname>Rodr&#xed;guez</surname>
<given-names>Mar&#xed;a E.</given-names>
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<sup>1</sup>
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<surname>Portela-Bens</surname>
<given-names>Silvia</given-names>
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<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Merlo</surname>
<given-names>Manuel A.</given-names>
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<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>G&#xe1;lvez-Salido</surname>
<given-names>Aaron</given-names>
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<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Navajas-P&#xe9;rez</surname>
<given-names>Rafael</given-names>
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<sup>2</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Rebordinos</surname>
<given-names>Laureana</given-names>
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<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>&#xc1;rea de Gen&#xe9;tica, Facultad de Ciencias del Mar y Ambientales, Instituto Universitario de Investigaci&#xf3;n Marina (INMAR), Universidad de C&#xe1;diz</institution>, <addr-line>C&#xe1;diz</addr-line>, <country>Spain</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Departamento de Gen&#xe9;tica, Universidad de Granada</institution>, <addr-line>Granada</addr-line>, <country>Spain</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Jin Sun, Ocean University of China, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Dianhang Jiang, Southern Marine Science and Engineering Guangdong Laboratory, China</p>
<p>Yitian Bai, Ocean University of China, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Laureana Rebordinos, <email xlink:href="mailto:laureana.rebordinos@uca.es">laureana.rebordinos@uca.es</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>11</volume>
<elocation-id>1359531</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>02</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Cross, Rodr&#xed;guez, Portela-Bens, Merlo, G&#xe1;lvez-Salido, Navajas-P&#xe9;rez and Rebordinos</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Cross, Rodr&#xed;guez, Portela-Bens, Merlo, G&#xe1;lvez-Salido, Navajas-P&#xe9;rez and Rebordinos</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>Pleuronectiformes are flatfishes with high commercial value and a prominent example of successful marine adaptation through chromosomal evolution. Hence, the aim of this study was to analyze the 14 relative abundance of repetitive elements (satellite DNA and transposable elements (TE)) in the 15 genome of 10 fish species (8 flatfish) delving into the study of the species of special relevance, 16 Senegalese sole, Solea senegalensis. The results showed differences in the abundance of repetitive elements, with S. senegalensis exhibiting the highest frequency and coverage of these elements reaching the 40% of the genome and not at random distribution. It is noteworthy the presence of relevant peaks of Helitrons in centromeric/pericentromeric positions mainly in the bi-armed chromosomes 1, 2, 4, 6, 7, and 9. The position of the centromeres of this species determined through the genomic localization of the family of satellite DNA <italic>PvuII</italic>, and other repetitive sequences was obtained <italic>de novo</italic>. This allowed us to know the genomic position of the centromeres in 19 out of the 21 chromosomes of S. senegalensis. Helitrons showed an accumulation of tandem copies mainly in the pericentromeric positions of chromosomes 1 and 2, occupying a region, in the first case, of 600Kb of tandem repeats. That has only been previously described in mammals and plants. Divergence and copy number studies indicated the presence of active families in the species&#x2019; genome and the existence of two important events of transposon activity (burst) in the genome of S. senegalensis, mainly accentuated in Helitrons. The results showed that only the families of DNA transposons exhibited a landscape with symmetrical bell-shaped distribution. The phylogenetic analysis of Helitron families revealed the presence of two large groups of families and the presence of four groups of sequences with heterogeneous distribution among chromosomes. Finally, the phylogenomic analysis of 8615 sequences belonging to Helitron insertions from 5 families of flatfish and two external species, allowed to classify the copies into nine groups of sequences with different levels of divergence and clusters, including some branches with distant phylogenetically species. The implications of this study will help to expand the knowledge of chromosome structure and evolution of these species.</p>
</abstract>
<kwd-group>
<kwd>
<italic>Solea senegalensis</italic>
</kwd>
<kwd>transposable elements</kwd>
<kwd>DNA satellite</kwd>
<kwd>repetitive sequences</kwd>
<kwd>evolution</kwd>
<kwd>centromeres</kwd>
<kwd>Pleuronectiformes</kwd>
<kwd>chromosomes</kwd>
</kwd-group>
<counts>
<fig-count count="10"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="127"/>
<page-count count="21"/>
<word-count count="12574"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Marine Evolutionary Biology, Biogeography and Species Diversity</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The knowledge of the genome composition and their architecture is essential for understanding the evolutionary processes that occur in species. One of the most abundant and important components of genomes are repetitive elements. These repetitive sequences can be classified in satellite DNA and transposable elements (TEs). Satellite DNA plays a notable role in the evolution of chromosomes, including sex chromosomes, and in the organization and chromosomal speciation (<xref ref-type="bibr" rid="B94">Ruiz-Ruano et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B90">Robles et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B57">Kretschmer et&#xa0;al., 2022</xref>). On the other hand, TEs are sequences that have been present in eukaryotic genomes for a long time, and have had a major influence over millennia (<xref ref-type="bibr" rid="B27">Feschotte and Pritham, 2007</xref>; <xref ref-type="bibr" rid="B88">Raskina et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B5">Belyayev, 2014</xref>; <xref ref-type="bibr" rid="B101">Sotero-Caio et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B10">Bourque et&#xa0;al., 2018</xref>). These sequences can move through the genome and insert themselves into new chromosomal regions, which contributes significantly to genetic diversity (<xref ref-type="bibr" rid="B71">Makalowski, 2000</xref>; <xref ref-type="bibr" rid="B30">Gao et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B123">Yuan et&#xa0;al., 2018</xref>). Initially, these mobile elements, as long as satellites, did not attract much attention from researchers and were erroneously treated as &#x201c;junk DNA&#x201d;. However, recently TEs are recognized as evolutionarily and functionally critical components in genome evolution (<xref ref-type="bibr" rid="B7">Bi&#xe9;mont, 2010</xref>; <xref ref-type="bibr" rid="B18">Chuong et&#xa0;al., 2017</xref>) and are involved in processes of speciation, sex determination, chromosomal rearrangements, creation of new genes, adaptation to the environment, migratory patterns, climate change, etc (<xref ref-type="bibr" rid="B66">Long et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B61">Kvikstad and Makova, 2010</xref>; <xref ref-type="bibr" rid="B15">Chalopin et&#xa0;al., 2015b</xref>; <xref ref-type="bibr" rid="B3">Auvinet et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B81">Platt et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B12">Carotti et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B127">Zhao et&#xa0;al., 2022</xref>).</p>
<p>TEs have colonized all sequenced species to date, but with varying success. The abundance of these elements can vary between 4-60% of vertebrate genomes sequenced to date (<xref ref-type="bibr" rid="B101">Sotero-Caio et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B16">Chang et&#xa0;al., 2022</xref>). Although the mobility of TEs is generally deleterious to the host, the accumulation of TEs in genomes represents a source of raw genetic material that can be used during evolution to benefit a variety of cellular functions, including those related to embryogenesis (<xref ref-type="bibr" rid="B46">Jachowicz et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B16">Chang et&#xa0;al., 2022</xref>). Among other findings, TEs have been related to the adaptive evolution of warm-blooded fish, such as the opah fish, which contains the highest percentage of LTR elements known in teleosts to date, and where it has been shown that the expansion of these elements in their genome contributed to the opah&#x2019;s endothermic capacity and adaptation to deep-sea environments (<xref ref-type="bibr" rid="B110">Wang et&#xa0;al., 2022a</xref>). In syngnathid fish, TEs have also played a fundamental role in their evolution and adaptation to the environment, through the recent expansion of TEs in the vicinity of existing supernumerary genes in this group of fish (<xref ref-type="bibr" rid="B98">Small et&#xa0;al., 2022</xref>). Furthermore, the fundamental role that TEs have played in the adaptive success and invasiveness of tunicates has been demonstrated (<xref ref-type="bibr" rid="B112">Wei et&#xa0;al., 2020</xref>). Finally, TEs have been implicated in the diversification of zinc finger genes in animals, where these elements have been linked to the expansion of TEs throughout metazoan evolution (<xref ref-type="bibr" rid="B114">Wells et&#xa0;al., 2023</xref>).</p>
<p>Based on their transposition mechanism, TEs are classified into retrotransposons (Class I) and DNA transposons (Class II) (<xref ref-type="bibr" rid="B115">Wells and Feschotte, 2020</xref>). Class I elements are characterized by their <italic>copy-and-paste</italic> transposition mechanism, in which their own RNA is reverse-transcribed into its complementary DNA by an RNA-dependent DNA polymerase (RT) and then reintegrated into the host genome (<xref ref-type="bibr" rid="B11">Carducci et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B16">Chang et&#xa0;al., 2022</xref>). These Class I elements can be further divided into LTR (Long Terminal Repeats), non-LTR, and Penelope retroelements. In turn, all of these retroelements are divided into multiple superfamilies such as different types of LINEs, SINEs, DIRs, Crypton, among others (<xref ref-type="bibr" rid="B115">Wells and Feschotte, 2020</xref>). On the other hand, Class II mobile elements use an intermediate DNA to transpose their copies to a new chromosomal position, and in general their transposition mechanism occurs through a <italic>cut-and-paste</italic> process, in which both DNA strands are separated (<xref ref-type="bibr" rid="B17">Chen et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B13">Chalopin et&#xa0;al., 2015a</xref>). These DNA transposons can be further divided into subclasses I and II (<xref ref-type="bibr" rid="B10">Bourque et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B37">Goerner-Potvin and Bourque, 2018</xref>; <xref ref-type="bibr" rid="B11">Carducci et&#xa0;al., 2020</xref>). In those of Subclass I, we can find the superfamilies hAT, Merlin, Tc1-Mariner, among others. The major representatives of the subclass II are Helitrons (Rolling Circles, RC) and Maverick, which, unlike the rest of Class II elements, transpose through a <italic>copy-and-paste</italic> mechanism (<xref ref-type="bibr" rid="B117">Wicker et&#xa0;al., 2007</xref>). Specifically, Helitrons represent a new class of transposable element discovered recently in animals and plants (<xref ref-type="bibr" rid="B48">Kapitonov and Jurka, 2001</xref>; <xref ref-type="bibr" rid="B106">Thomas et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B39">Grabundzija et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B119">Xiong et&#xa0;al., 2016</xref>). These elements have two notable characteristics. The first of them is that Helitrons replicate and mobilize through a mechanism known as rolling-circle replication (RCR) (<xref ref-type="bibr" rid="B39">Grabundzija et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B119">Xiong et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B111">Wang et&#xa0;al., 2022b</xref>). This transposition mechanism was first described in phages and plasmids (<xref ref-type="bibr" rid="B52">Khan, 2005</xref>; <xref ref-type="bibr" rid="B93">Ruiz-Mas&#xf3; et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B125">Zattera and Bruschi, 2022</xref>). Later, it has been shown that the transposition of a bat Helitron in a human cell assay system generated covalently closed circular intermediates, as predicted by the RCR model (<xref ref-type="bibr" rid="B39">Grabundzija et&#xa0;al., 2016</xref>). On the other hand, Helitrons can capture gene sequences, which makes them an element of notable evolutionary importance (<xref ref-type="bibr" rid="B62">Lai et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B120">Xiong et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B105">Thomas and Pritham, 2015</xref>).</p>
<p>Studies to date confirm that the TE content is highly variable among vertebrates, including fish. Thus, the genomes of species of mammals, reptiles, coelacanths, <italic>Xenopus</italic>, and fish have been shown to have coverage percentages above 20% (<xref ref-type="bibr" rid="B13">Chalopin et&#xa0;al., 2015a</xref>) and yet, some compact genomes, such as those of pufferfishes (fugu and tetraodon) and birds are poor in TEs (&lt;5%). The variation percentages can be enormous, with differences of even 10 times (<xref ref-type="bibr" rid="B16">Chang et&#xa0;al., 2022</xref>). The composition also varies between organisms, so in most teleosts, amphioxus, tunicates, and <italic>Xenopus</italic>, DNA transposons predominate, although mammals, birds, coelacanths, and elephant shark are especially poor in these elements, with retroelements being the main transposable elements. In addition, some actinopterygians and nonbony vertebrates show a higher abundance of LINEs and SINEs. Finally, tunicates present mainly LTR retrotransposons.</p>
<p>In recent years, some studies have been conducted on the abundance and diversity of repetitive elements in fish, but the absence of complete genomic maps for a large number of species has made it difficult to study them systematically (<xref ref-type="bibr" rid="B13">Chalopin et&#xa0;al., 2015a</xref>, <xref ref-type="bibr" rid="B15">Chalopin et&#xa0;al., 2015b</xref>; <xref ref-type="bibr" rid="B30">Gao et&#xa0;al., 2016</xref>). The arrival of high-throughput technologies and bioinformatics has provided a wealth of genomic data on fish (<xref ref-type="bibr" rid="B11">Carducci et&#xa0;al., 2020</xref>). The data published to date suggest that, compared to other vertebrate genomes, DNA transposons are the most abundant in most fish genomes (<xref ref-type="bibr" rid="B97">Shao et&#xa0;al., 2019</xref>). Another general characteristic of Actinopterigii is the presence of more recent copies of TEs than those found in other vertebrate lineages, and in many cases two rapid amplification of TEs are observed (<xref ref-type="bibr" rid="B11">Carducci et&#xa0;al., 2020</xref>).</p>
<p>However, many fish families and orders are still in an early stage of genome sequencing, and therefore of their knowledge, with a significant deficit of information about them. This is the case of flatfish in which the current information is scarce and the information on abundance, divergence, and chromosomal distribution of repetitive sequences is almost non-existent, where frequently only general abundance data obtained during the semi-automatic process of genome sequencing and annotation are available (<xref ref-type="bibr" rid="B13">Chalopin et&#xa0;al., 2015a</xref>; <xref ref-type="bibr" rid="B30">Gao et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B14">Chalopin and Volff, 2017</xref>; <xref ref-type="bibr" rid="B97">Shao et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B70">L&#xfc; et&#xa0;al., 2021</xref>).</p>
<p>The Senegalese sole (<italic>Solea senegalensis</italic>) is among the most important flatfish, with a wide distribution along the eastern coast of the Atlantic Ocean and in the Mediterranean Sea and a high economic value (<xref ref-type="bibr" rid="B44">Imsland et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B25">D&#xed;az-Ferguson et&#xa0;al., 2007</xref>, <xref ref-type="bibr" rid="B24">D&#xed;az-Ferguson et&#xa0;al., 2012</xref>). This commercial interest has promoted the increase in genomic resources in the last decade (<xref ref-type="bibr" rid="B89">Robledo et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B32">Garc&#xed;a-Angulo et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B21">Cross et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B74">Merlo et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B91">Rodr&#xed;guez et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B22">de la Herr&#xe1;n et&#xa0;al., 2023</xref>), including an initial version of its genome (<xref ref-type="bibr" rid="B40">Guerrero-C&#xf3;zar et&#xa0;al., 2021</xref>) and a recent improved version (<xref ref-type="bibr" rid="B22">de la Herr&#xe1;n et&#xa0;al., 2023</xref>). Due to the absence, until 2023, of a quality sequenced genome in this species, repetitive sequence studies on Senegalese sole had been limited to the sequence analysis of some BAC clones mapped on the chromosomes of the species (<xref ref-type="bibr" rid="B31">Garc&#xed;a et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B92">Rodr&#xed;guez et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B21">Cross et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B91">Rodr&#xed;guez et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B87">Ram&#xed;rez et&#xa0;al., 2022</xref>) and the study of TEs in the <italic>Hox</italic> gene clusters of three flatfish species, including <italic>S. senegalensis</italic> (<xref ref-type="bibr" rid="B72">Mendiz&#xe1;bal-Castillero et&#xa0;al., 2022</xref>).</p>
<p>The present study has allowed us to study the abundance of repetitive elements in 8 species of the order Pleuronectiformes, and two species outside this order (Carangiforme and Spariforme) from recent sequenced genomes available in databases. We have studied in more depth the repetitive elements of the <italic>S. senegalensis</italic> and described the abundance, divergence and distribution of TEs by chromosomes of this species.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Transposable element annotation</title>
<p>We investigated the composition, abundance, chromosome distribution, and evolution of repetitive elements in the genome of <italic>S. senegalensis</italic>. To achieve this, we first conducted a comparative analysis of repetitive sequences <italic>in S. senegalensis</italic> and eight other fish species from five Pleuronectiformes families: <italic>S. senegalensis</italic> (Soleidae), <italic>Cynoglossus semilaevis</italic> (Cynoglossidae), <italic>Scophthalmus maximus</italic> (Scophthalmidae), <italic>Paralichthys olivaceus</italic> (Paralichthydae<italic>), Hippoglossus hipoglossus</italic>, <italic>Hippoglossus stenolepis</italic>, <italic>Reinhardtius hippoglossoides</italic> and <italic>Platichthys stellatus</italic> (Pleuronectidae). In addition, we included <italic>Seriola aureovittata</italic> from the Carangidae family, which belongs, like Pleuronectiformes, to the Carangaria clade, and <italic>Sparus aurata</italic> from the Sparidae family as an outgroup taxon. We downloaded the genome sequences of these species from the National Center for Biotechnology Information (NCBI) database and ENSEMBL (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 1</bold>
</xref>).</p>
<p>To identify and map repetitive elements, RepeatMasker v.4.0.8 (<ext-link ext-link-type="uri" xlink:href="http://www.repeatmasker.org">http://www.repeatmasker.org</ext-link>) (<xref ref-type="bibr" rid="B100">Smit et&#xa0;al., 2015</xref>), with the rmblastn engine (version 2.2.27+), the Dfam3.6_Consensus and Repbase-20181026 libraries (<xref ref-type="bibr" rid="B102">Storer et&#xa0;al., 2021</xref>) was used. Mapping was conducted with the following parameters: -s -x -a -e rmblast -species Teleostei -source -gff -no_is -frag 20000. The repetitive elements were classified into six broad groups: Retroelements, DNA transposons, Helitrons, Simple Repeats, Satellites, and Low complexity sequences. We measured the abundance of repeat elements as the number of loci per megabase (NL/Mb) and the coverage (% genome masked). To analyze the abundance and distribution of repetitive elements along the chromosomes of <italic>S. senegalensis</italic>, we additionally utilized RepeatMasker separately on the 21 single-chromosome sequences of this species (2n=42).</p>
<p>We constructed a <italic>de novo</italic> repeat library of <italic>S. senegalensis</italic> using RepeatModeler v.1.0.11, which includes RECON v.1.08 and RepeatScout v.1.0.5 (<xref ref-type="bibr" rid="B4">Bao and Eddy, 2002</xref>; <xref ref-type="bibr" rid="B84">Price et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B99">Smit and Hubley, 2015</xref>; <xref ref-type="bibr" rid="B28">Flynn et&#xa0;al., 2020</xref>). We then used RepeatMasker and RepClassifier to improve the annotation of the RepeatModeler <italic>de novo</italic> library. The <italic>S. senegalensis</italic> genome was used as input in RepeatMasker for a new run, and the <italic>de novo</italic> improved library was used as the database. Finally, a combined analysis using RepeatMasker with the masked genome from Teleostei database and the <italic>de novo</italic> library was performed. To determine the genome proportion of TE classes, we used ParseRM (<xref ref-type="bibr" rid="B49">Kapusta et&#xa0;al., 2017</xref>) (data available in the doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.25239952">10.6084/m9.figshare.25239952</ext-link>).</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Analysis of genomic distribution</title>
<p>To visualize the genomic distribution of different TE classes in the chromosomes of <italic>S. senegalensis</italic>, we developed custom Python scripts (v3.10.9) to analyze the RepeatMasker results obtained from the combined analysis described above. We used a sliding-windows approach with a non-overlapping window size of 1 Mb to obtain the content of the different repetitive main groups (measured as NL/Mb and coverage) along the twenty-one chromosomes. We then examined the gene density along the chromosomes of <italic>S. senegalensis</italic> using the genome annotation from Ensembl (<ext-link ext-link-type="uri" xlink:href="https://ftp.ensembl.org/pub/rapid-release/species/Solea_senegalensis/GCA_919967415.2/ensembl/geneset/2022_08/">https://ftp.ensembl.org/pub/rapid-release/species/Solea_senegalensis/GCA_919967415.2/ensembl/geneset/2022_08/</ext-link> and the sliding-windows approach described previously. The distribution results for both TEs and genes were plotted using Circos (<xref ref-type="bibr" rid="B59">Krzywinski et&#xa0;al., 2009</xref>) and Mapchart (<xref ref-type="bibr" rid="B109">Voorrips, 2002</xref>). To assess the relationship between the distributions of different TE classes and genes, we calculated Spearman&#x2019;s rank correlation on the windows, using SPSS v.29 software.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Characterization of centromeric sequences</title>
<p>According to previous data, the majority of centromeres of <italic>S. senegalensis</italic> are occupied by the satellite-DNA family <italic>PvuII</italic> (<xref ref-type="bibr" rid="B90">Robles et&#xa0;al., 2017</xref>). For detection of other tandemly-arrayed candidate sequences, raw fastq Illumina paired sequences were filtered according to the following parameters: 100bp length and quality Q&gt;33.&#xa0;A total of 500K paired reads were randomly selected to run RepeatExplorer (<xref ref-type="bibr" rid="B77">Novak et&#xa0;al., 2010</xref>) with default options and a custom database of repeated sequences. In order to characterize the maximum number of tandem repeats irrespective of their percentage of representation, the process was repeated five times. Sequences assigned to a cluster in a previous round were removed with DeconSeq (deconseq_run.py, <ext-link ext-link-type="uri" xlink:href="https://github.com/fjruizruano/satminer">https://github.com/fjruizruano/satminer</ext-link>).</p>
<p>Additionally, dot plots were constructed using Genome Pair Rapid Dotter (gepard) (<xref ref-type="bibr" rid="B58">Krumsiek et&#xa0;al., 2007</xref>), and visually inspected to find potential repetitive candidate regions. The tandem organization of these regions was confirmed with Tandem Repeats Finder (<xref ref-type="bibr" rid="B6">Benson, 1999</xref>). For annotation, consensus sequences were blasted against REXdb (Metazoa 3.0). Non-annotated clusters were manually annotated using BLAST (<xref ref-type="bibr" rid="B1">Altschul et&#xa0;al., 1990</xref>) against our <italic>ad hoc</italic> database or <italic>Danio rerio</italic> (danRer10) Dfam data (<xref ref-type="bibr" rid="B116">Wheeler et&#xa0;al., 2013</xref>). Clustal Omega (<xref ref-type="bibr" rid="B38">Goujon et&#xa0;al., 2010</xref>) and tRNAscan-SE 2.0 (<xref ref-type="bibr" rid="B69">Lowe and Eddy, 1997</xref>) were also used to explore the structure of the characterized sequences. For mapping, consensus sequences were blasted against the single chromosome sequences, and then mapped at a high/medium sensitivity using Geneious. The process was automated using Python scripts (v3.10.9 and R v4.2.3), and the library karyoploteR v1.25.0 (<xref ref-type="bibr" rid="B33">Gel and Serra, 2017</xref>). The secondary structure of candidate sequences was predicted using the software pack ViennaRNA v2.5.1 (<xref ref-type="bibr" rid="B67">Lorenz et&#xa0;al., 2011</xref>).</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Analysis of divergence and landscapes</title>
<p>To analyze the divergence of TEs in the genome of <italic>S. senegalensis</italic>, Kimura distances (K-values) (<xref ref-type="bibr" rid="B54">Kimura, 1980</xref>) were calculated for all copies of each TE element in order to estimate the age and history of transposition of transposable elements. Copies that are very similar (low K-values) indicate recent activity and appear on the left side of the landscape graphs. On the contrary, high K values indicate divergent copies generated by older transposition events. The analyses were carried out by TE type and by chromosome. In brief, the output files obtained from the RepeatMasker run on the <italic>de novo</italic> improved <italic>S. senegalensis</italic> TE library and processed using ParseRM (<xref ref-type="bibr" rid="B49">Kapusta et&#xa0;al., 2017</xref>) was used to generate Repeat Landscape graphs with measurements of Kimura CpG-corrected percentage-divergence from consensus sequence. This analysis was performed on both the whole genome and individual chromosomes. The resulting data was analyzed for DNA transposons, Helitrons, LTR and LINEs, and SINEs. The program also allowed us to analyze the correlation between the copy number of TE families and their median age using Spearman&#x2019;s rank correlation (SPSS v.29). Significance was calculated using Wilcoxon rank-sum tests between each TE class, using a Bonferroni correction to determine significance.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Evolution analysis: phylogeny and phylogenomics</title>
<p>In order to analyze the evolution of Helitron families in the genome of <italic>S. senegalensis</italic>, we used the Helitron families obtained in the <italic>de novo</italic> analysis with the improved annotation of consensus sequences previously described. The family sequences were used to generate multiple sequence alignments using MAFFT (<xref ref-type="bibr" rid="B51">Katoh et&#xa0;al., 2019</xref>). The phylogenetic tree of Helitron families was then constructed using FastTree (v2.1.11) by maximum likelihood method (<xref ref-type="bibr" rid="B83">Price et&#xa0;al., 2010</xref>), and graphically edited with MEGA v.11 (<xref ref-type="bibr" rid="B60">Kumar et&#xa0;al., 2018</xref>).</p>
<p>Additionally, we extracted all the Helitron copies from the RepeatModeler alignment files of Senegalese sole. The copies were aligned with MAFFT and a phylogeny was constructed as previously described with FastTree. The tree was plotted and branches (Helitron copies) were colored by chromosomes using the ape R-package (<xref ref-type="bibr" rid="B79">Paradis and Schliep, 2019</xref>). Two types of trees (radial and circular) were plotted.</p>
<p>Finally, to study Helitron evolution in the analyzed fishes, we used the RepeatModeler software in species belonging to different taxonomic families (S<italic>. senegalensis, C. semilaevis, S. maximus, P. olivaceus, H. hippoglossus</italic>), and the other two non-Pleuronectiforme species<italic>, S. aureovittata</italic> and <italic>S. aurata</italic> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 1</bold>
</xref>). Then, all Helitron insertions from these genomes were extracted and were used to generate multiple sequence alignments with MAFFT software (v7.245) (<xref ref-type="bibr" rid="B51">Katoh et&#xa0;al., 2019</xref>). Then, the phylogenomic tree of Helitron was constructed using FastTree by maximum likelihood method (<xref ref-type="bibr" rid="B83">Price et&#xa0;al., 2010</xref>). The graphical trees, with branches colored by species, were constructed with the ape R-package, and to improve the analysis, two types of trees (radial and circular) were also plotted.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>The genomic landscape of flatfish species</title>
<p>We quantified the abundance of repetitive elements in ten fish species, comprising eight Pleuronectiformes and two external species. The results revealed significant differences in terms of NL/Mb and coverage among the species. Notably, <italic>S. senegalensis</italic> exhibited the highest NL/Mb values for repetitive elements among all the species investigated, along with the greatest genome coverage among the flatfish and Carangidae species (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 2</bold>
</xref>). When analyzing different types of repetitive sequences, <italic>S. senegalensis</italic> consistently displayed the highest NL/Mb values for DNA transposons, retroelements, and satellites among the studied fish species. Interestingly, <italic>S. senegalensis</italic> (Pleuronectiformes) and <italic>S. aurata</italic> (Spariformes) showed similar high values for DNA transposons. The abundance of Helitrons was relatively uniform within the Paralichthydae and Pleuronectidae families. Among the flatfish species, Soleidae and Scophthalmidae, as well as Carangidae and Sparidae, exhibited comparable levels of repetitive element abundance. Notably, <italic>C. semilaevis</italic> displayed the lowest abundance of TEs (DNA transposons, retroelements, and Helitrons) among flatfish species. However, this species demonstrated the highest values for tandem repeats (simple repeats and satellites) and low complexity sequences. The coverage analysis yielded consistent results with the NL/Mb study, although differences were observed, particularly in tandem repeats and low complexity sequences, primarily due to the extended size of tandem repeats. The non-Pleuronectiformes species, <italic>S. aurata</italic> (47.38%) and <italic>S. aureovittata</italic> (37.93%), exhibited the highest coverage of repetitive elements (including unclassified elements, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 2</bold>
</xref>), followed by the Pleuronectidae families and <italic>S. senegalensis</italic>. Regarding specific repetitive elements, <italic>S. aurata</italic> and <italic>S. senegalensis</italic> exhibited the highest coverage values for DNA transposons and retroelements, respectively. It is worth noting the substantial abundance of satellite repeats in <italic>S. senegalensis</italic> and the very low coverage of Helitrons in <italic>C. semilaevis</italic>.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Abundance of repetitive elements in the genomes of ten fish species: <italic>S. senegalensis (Sse), C. semilaevis (Cse), S. maximus (Sma), P. olivaceus (Pol), H. hippoglossus (Hhi), H. stenolepis (Hst), R. hippoglossoides (Rhi), P. stellatus (Pst), S. aureovittata (Sea) and S. aurata (Sau)</italic>. NL/Mb represents the number of loci per megabase <bold>(A)</bold>, and coverage indicates the percentage of repetitive elements in base pairs covered in the analyzed genomes <bold>(B)</bold>. The following TEs categories have been analyzed: DNA transposons (DNA in figure legend), LINEs, LTRs, Helitrons (Rolling circles, RC in figure legends) and SINEs.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1359531-g001.tif"/>
</fig>
<p>The analysis by TEs superfamilies (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 3</bold>
</xref>) shows significant differences in the abundance of <italic>loci</italic> between species, highlighting the large number of TEs, from almost all the TE families, in the <italic>S. senegalensis</italic>, surpassing the rest of the species analyzed. Thus, SINEs, LINEs, L2, R1, LTR, and BelPao stand out among the retrotransposons that show greater abundance of <italic>loci</italic> in the sole than in the rest of the species, including the gilthead sea bream <italic>S. aurata</italic>. PiggyBac DNA transposons also show this overabundance. It is noteworthy that the CRE/SLACs family, despite being a very minor transposon in the species analyzed, with coverages less than 0.0003% in all species, has a value thirteen times greater in <italic>C. semilaevis</italic> (coverage 0.004%; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 3</bold>
</xref>).</p>
<p>On the basis of these results, we also carried out a study in <italic>S. senegalensis</italic> of the abundance of repetitive elements per chromosome (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 1</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 4</bold>
</xref>). The results showed that abundance is quite homogeny, except for coverage of satellites and Helitrons, where some differences were observed. Concretely, the satellite coverage of chromosome 17 showed, with great differences, the lowest value of coverage in the <italic>S. senegalensis</italic> genome, and chromosome 9 the highest Helitron coverage.</p>
<p>With the aim to improve the annotation of repetitive elements in the <italic>S. senegalensis</italic> genome, we constructed a <italic>de novo</italic> TE database using the RepeatModeler program. More than 2000 families (2150) were extracted, but only 830 were accurately annotated. Subsequently, a re-annotation process was carried out using RepeatMasker and RepClassifier, resulting in the annotation of 1814 families. This <italic>de novo</italic> TE database was used as a library in a new RepeatMasker analysis, which revealed a coverage of 28.7% (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 5</bold>
</xref>). The masked genome, obtained with the Dfam 3.6 and Repbase databases (organism: Teleostei), was then annotated using RepeatMasker with the improved <italic>de novo</italic> database. Combining both results, it was determined that approximately 40% (39.5%) of the genome is covered by repetitive sequences. Interspersed TEs account for 34.76% of the genome, with DNA transposons comprising 16.7% and retroelements comprising 11.3%. Among retroelements, LINEs, LTRs, and SINEs make up 7.4,%, 3.1%, and 0.8% of the genome, respectively (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables 6</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>7</bold>
</xref>). Helitrons account for 1.4% whereas other DNA transposons are mainly represented by hAT-Ac and TcMar-Tc1, accounting for 9.6% of the genome. Among the LINE elements, L1, L2, Rex-Babar, and RTE-BovB account for 6.37% and notably, Gypsy/DIRS1, belonging to the LTR retroelements, represent 1.3% of the genome (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables 6</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>7</bold>
</xref>, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Abundance of repetitive elements in the <italic>S. senegalensis</italic> genome, measured as the percentage of repetitive elements (in base pairs) covered (Coverage). The following TEs have been analyzed: DNA transposons (DNA in figure legends), LINEs, LTRs, Helitrons (Rolling circles, RC in figure legends) and SINEs. Only the most representative families are showed (full data are available in the <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemmentary Table&#xa0;6</bold>
</xref>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1359531-g002.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Genomic distribution of TEs is nonrandom in <italic>S. senegalensis</italic>
</title>
<p>We visualized the distribution of seven major TE classes across the 21 chromosomes of <italic>S. senegalensis</italic> by means of a sliding windows approach and plotting results in a circos graph (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). The results showed an heterogeneous distribution of repetitive sequences from all categories along the chromosomes, with notable peaks of Helitrons and LINEs that, following morphological criteria of the chromosomes, could correspond in many cases to pericentromeric/centromeric regions. To confirm this genomic co-localisation of higher abundance of certain types of TEs with centromeres, we start from the previous information described by <xref ref-type="bibr" rid="B90">Robles et&#xa0;al. (2017)</xref> where it was determined, by the cytogenetic technique Fluorescence <italic>in situ</italic> hybridization (FISH), the existence of a DNA-satellite family, called <italic>PvuII</italic>, which occupied the centromeres of most pairs of Senegalese sole chromosomes (19 of 21) (<xref ref-type="bibr" rid="B90">Robles et&#xa0;al., 2017</xref>). RepeatExplorer followed by BLAST showed that one of the most represented tandemly-repeated sequences corresponded to <italic>PvuII</italic> satellite DNA family. <italic>In silico</italic> mapping of cluster 3 sequences showed that <italic>PvuII</italic> satellite DNA is present in 17 chromosome pairs (1-6, 9-13, 15-17, and 19-21) of the assembly. In all cases a unique signal (spanning from 189 bp of chromosome 12 to a cluster of 596K bp of chromosome 4) was found except for chromosome 19, where two <italic>PvuII</italic> signals were detected in both terminal regions. Interestingly, BLAST with the consensus motif of <italic>PvuII</italic> against our <italic>de novo</italic> database of repeated DNA demonstrated that this family has homology with the L1 LINE family Sse_rnd-5_family-1529 (characterized in this paper). Sse_rnd-5_family-1529 included four consecutive repetitions of <italic>PvuII</italic> 179-bp consensus motif. All these centromeric coordinates were then plotted for their visualization in circos figure (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 8</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Genomic distribution of TEs in non-overlapping 1Mb windows across <italic>S. senegalensis</italic> chromosomes showed in a semicircular style with Circos program <bold>(A)</bold>. The following repetitive elements have been analyzed: DNA transposons (DNA in figure legend), LINEs, LTRs, Helitrons (Rolling circles, RC in figure legends), SINEs, Simple Sequence Repeats (SSR) and Satellites. Spearman&#xb4;s rank correlations of coverage density between genes y major TE classes: DNA transposons (DNA in figure legend), LINEs, LTRs, Helitrons (Rolling circles, RC in figure legends) and SINEs. Significant correlations are indicated by asterisks <bold>(B)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1359531-g003.tif"/>
</fig>
<p>As chromosome pairs 7, 8, 14 and 18 showed no <italic>PvuII</italic> signals, a different approach was followed to characterize their centromeric regions. We explored dot plots corresponding to terminal regions of these chromosome pairs (all of them are acro/telocentric). In chromosome pair 7, the region between positions 22-25 Mb contained an 87-bp motif repeated in tandem 485 times, obtained by RepeatExplorer, which we named rep87. Similarly, on chromosome pair 8, between positions 25.5-28 Mb, in telomeric position, a 120-bp motif repeated 220 times was observed, which was named rep120. By studying the secondary structure of rep87 (chromosome 7) and rep120 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 2</bold>
</xref>) we found that it was similar to centromeric DNA from other species (<xref ref-type="bibr" rid="B50">Kasinathan and Henikoff, 2018</xref>). Therefore, the coordinates obtained for both repeats were incorporated as centromeric regions (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). No centromeric candidate regions were found for chromosome pairs 14 and 18.</p>
<p>After locating centromeric regions, the analysis of the abundance distribution of repetitive elements found that the DNA and LINEs transposons, displayed a v-shape in the majority of the chromosomes, concentrating its copies in telomeric positions, except in the biarmed chromosomes 1-4, 6 and 7, where some centromeric positions was also observed. Additionally, visual inspection of Helitrons revealed notable pattern of distribution across chromosomes, with density peaks mainly in centromeric/pericentromeric positions of biarmed chromosomes 1, 2, 4, 6, 7 and 9 (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>). In chromosome pair 7, we also detected next to the rep87 centromeric repeat, a region enriched in Helitron, LINEs and Gypsy elements. Similarly, between positions 25.5-28Mb of chromosome 8&#xa0;a region enriched in Helitrons was detected (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 3</bold>
</xref>). In addition, distribution curves showed that LTRs were concentrated in telomeric positions, except in the chromosomes 2, 6 and 9, where additional peaks were observed in pericentromeric positions. SINEs presented heterogeny distribution along the chromosomes, higlighting peaks in centromeric position in the chromosomes, 2, 3 and 6. Simple repeats were abundant in telomeric position in all chromosomes and lacking in the centromeric positions. Satellites showed huge peaks in pericentromeric positions of chromsome 2, in one telomeric region of the chromosomes 5, 6, 11, and in interstitial positions of chromosomes 10, 12, 18 and 20. To quantify the co-enrichment of different TE elements, we calculated the density (NL/Mb) of different TE classes in nonoverlapping 1-Mb windows along the genome and calculated the pairwise correlation between group of interest. The results obtained showed significant correlations, always positive, between different TE classes (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). The highest significance were observed in DNA-LINE correlation (rho = 0.823), LTR-LINE (rho = 0.815) and DNA-LTR (rho = 0.732).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Distribution and abundance of Helitrons along the twenty-one chromosomes of the Senegalese sole, measured as Number of loci per megabase (NL/Mb). Centromeres are indicated as dark-blue squares on the chromosomes (horizontal bars). Centromeres coordinates are indicated in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;8</bold>
</xref>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1359531-g004.tif"/>
</fig>
<p>We also analyzed the distribution of TE familied relative to genes. The gene distribution does not follow a patttern across the chromosomes. The analysis of correlation between gene and TE distribution, by means of Spearman&#x2019;s rank correlations of number of loci density, showed no correlations among major TEs and genes (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>).</p>
<p>Then, using the specific TE library of <italic>S. senegalensis</italic> obtained <italic>de-novo</italic> in this work, we analyzed the distribution of different Helitron families across the chromosomes (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 4</bold>
</xref>). It could be observed how different families were located in the centromeres of different chromosomes, as in the two largest <italic>S. senegalensis</italic> chromosomes 1 and 2. For example, in the chromosome 1, several families were present across the chromosome (rnd-1_family-6, rnd-1_fam-7 and rnd-1_family-8) but absent in th chromosome 2. On the contrary, the family rnd-5_family-98 was present in the pericentromeric position of chromosome 2 but absent in the chromosome 1 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 4</bold>
</xref>).</p>
<p>To determine how Helitron copies are distributed in the centromeres of chromosomes 1 and 2, the most abundant Helitron families from <italic>de novo</italic> library of <italic>S. senegalensis</italic>, were located using BLAST searches and subsequent mapping of results. On chromosome 1, hundreds of tandem copies, with different orientations, of the rnd-1_family-7 family were observed, occupying a region of 600 kb (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). Two tandem series regions can be seen, separated by approximately 160 kb, with inverted orientation. On chromosome 2, the most abundant centromeric family (rnd-5_family-98) showed 20 copies located in tandem in the same orientation, covering a length of approx. 32 kb (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). Self-alignment (blast) studies of the two families revealed that they both have internal repeated regions (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 5</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Tandem array structure of Helitron families on chromosomes 1 and 2 of <italic>S. senegalensis.</italic> Distribution of Helitrons rnd-1_family-7 and rnd-5_family-98 from the new <italic>S. senegalensis</italic> TE database along chromosome 1 <bold>(A)</bold> and 2 <bold>(B)</bold> respectively by non-overlapping sliding window analysis (0,5 Mb size). The abundance is measured as NL/Mb.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1359531-g005.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>TEs Divergence</title>
<p>We estimated mean divergence from consensus sequences as a measure of TEs age (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). The divergence values of LINEs, DNA transposons and Helitrons are all higher than those of LTR and SINEs. The number of copies per family remains relatively constant across different types of TEs, with some families of DNA transposons, LINEs, and Helitrons exhibiting extremely low or exceptionally high values, particularly in the case of LINEs and DNA transposons. The difference in the number of insertions of these two elements was significant (Wilkoxon rank-sum tests: <italic>P</italic> = 1.4x10<sup>-9</sup>) (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). The presence of multiple families with nearly identical insertions throughout the genome (divergence values close to 0) suggests that all major classes of TEs contain very recently, or even currently, active families. Most families exhibit a low but significant positive correlation (Spearman&#x2019;s rho = 0.188**) between the number of copies in the genome and their age. When the analysis is performed for the major classes of TEs, only DNA transposons and LTRs show significant positive correlations (0.259 and 0.254, respectively) (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). In general, there are few families with a low number of copies that are old: only 10 families have less than 50 copies and divergence greater than 20%. On the other hand, 6 young families of LINEs and DNA transposons (&lt;5% divergence) have a high number of copies (&gt;1000), although the youngest family with the highest number of copies is an LTR family (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). These findings may indicate the presence of transcriptionally active families in the genome of <italic>S. senegalensis.</italic>
</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Correlation between the copy number of TE families and this average age in the <italic>S. senegalensis</italic> genome. Insertions refer to number of copies in the genome. Average divergence is measured as Kimura distance-based copy divergence percentage. Values for rho are calculated with Spearman&#x2019;s rank correlation test. Comparations between each TE class, both copy number and average age measures, were calculated using Wilcoxon rank-sum tests, using a Bonferroni correction for determining significance. Families with extreme values (high divergence and low copy number, and low divergence with high copy number) are indicated in the marked areas in the upper left and lower right of the figure. The following TE superfamilies have been analyzed: DNA transposons (DNA in figure legend), LINEs, LTRs, Helitrons (Rolling Circles, RC in figure legends) and SINEs.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1359531-g006.tif"/>
</fig>
<p>Comparative analysis of TE lengths has shown significant differences between several of the elements studied (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 6A</bold>
</xref>). It can be observed that SINEs are the elements with the shortest lengths, followed by Helitrons, with significant differences of both elements with LTRs and additionally with LINEs in the case of SINEs (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). The elements with the longest lengths are the LTRs followed by LINEs, with the former showing significant differences with the rest of the elements with the exception of LINEs. It is known that longer elements provide larger targets for ectopic recombination, which is the main driver of selection against TEs (<xref ref-type="bibr" rid="B9">Blass et&#xa0;al., 2012</xref>). To see if this selection has acted on SINEs and Helitrons, a correlation analysis was performed between the length of consensus sequences and their divergence, observing that there is no such correlation in either of the two elements. Only a weak positive but significant correlation is observed in LINEs, which is the family with the least insertions in the genome, possibly indicating that they are old, full-length copies that have escaped the purifying process of ectopic recombination (<xref ref-type="bibr" rid="B9">Blass et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B16">Chang et&#xa0;al., 2022</xref>).</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Landscape analysis</title>
<p>A Kimura distance-based copy divergence was done using the specific <italic>S. senegalensis</italic> TE database. The study revealed that the most frequent TEs sequence divergence relative to the TE consensus sequence in <italic>S. senegalensis</italic> was 12%-14% across all repeat classes (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>). However, an asymmetrical bell-shaped distribution was observed. Abnormally high coverage values were observed at Kimura low divergence values, ranging from 2% to 7%. To determine if a specific TE family was responsible for this distribution, we plotted the values separately for the different major TE families. The results revealed that only the DNA transposon families exhibited a symmetrical bell-shaped distribution, while the remaining families displayed intriguingly asymmetrical values. Among them, the Helitrons showed the most notable Kimura divergence distribution, exhibiting two distinct peaks at low values (5-6%) and medium values (12-14%) (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>). LINEs elements demonstrated higher coverage at low divergence values (2-5%), similar to the pattern observed in LTRs. However, in the case of LTRs, the coverage at the low divergence peak (1-2%) was higher than that at the intermediate values. Lastly, SINEs displayed a bimodal curve, with maximum divergence values at 4-5% and 14-16%. Thus, the asymmetric distribution of transposable elements divergence in <italic>S. senegalensis</italic> is primarily attributed to the abundance peaks of LINES, Helitrons, and LTRs in families with divergence ranges of 2-7%.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Kimura distance-based copy divergence analyses of transposable elements in <italic>S. senegalensis</italic>. The graph represents genome coverage for each TE superfamily in the <italic>S. senegalensis</italic> genome clustered according to Kimura distances to their corresponding consensus sequence (x axis). Clusters of copies on the left side of the graph exhibit minimal divergence from the consensus sequence of the element, suggesting that they likely represent recent copies. Conversely, sequences on the right may correspond to ancient or degenerated copies. The following TE superfamilies have been analyzed: DNA transposons (DNA in figure legend), LINEs, LTRs, Helitrons (Rolling Circles, RC in figure legends) and SINEs. Subplot <bold>(A)</bold> represents the coverage of all analysed elements as stacked bars and figures <bold>(B&#x2013;F)</bold> the different TEs individually.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1359531-g007.tif"/>
</fig>
<p>Furthermore, to assess inter-chromosomal divergences, the analysis was conducted per chromosome for every family (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 7</bold>
</xref>). The DNA transposons exhibited stable and symmetrical divergence distribution across all chromosomes, consistently peaking at 14-18% divergence (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7B</bold>
</xref>). In contrast, the analysis of Helitrons demonstrated in most chromosomes the bimodal distribution, characterized by low and medium divergence values accompanied by high coverage, with the exception of chromosome 15, with a bell-shaped distribution and a coverage peak in 13-16% (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7C</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 7B</bold>
</xref>. LINEs showed a similar distribution pattern across all chromosomes, with high coverage at low divergence values (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7D</bold>
</xref>), although some exceptions were observed on chromosomes 3, 4, 6, 9, 15, and 16, where peaks at higher divergence values (16-20%) were evident (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 7C</bold>
</xref>). On each chromosome, the LTRs showed a high coverage of sequences with very low divergence (1-2%) (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7E</bold>
</xref>). Notably, on chromosomes 13 and 15-20, abnormally high peaks appeared at positions of maximum divergence (30-32%) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 7D</bold>
</xref>). In the case of SINEs, the presence of high coverage peaks for very low divergences (1-2%) on chromosomes 11, 19 and 21 (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7F</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 7E</bold>
</xref>) is noteworthy. The rest of the chromosomes showed, with slight differences between them, the bimodal distribution observed in the global genomic divergence analysis.</p>
<p>Based on these divergence results, we proceeded to the phylogenetic analysis of the 52 Helitron families present in the <italic>S. senegalensis</italic> genome (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). The tree showed two separated clusters. One cluster contains 16 families, including those mapped mainly at the centromere of chromosome 1. The other cluster contains 4 large branches, which include the rest of the families including the family mapped on chromosome 2.</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Phylogenetic tree of 52 Helitron families present in the <italic>S. senegalensis</italic> genome obtained from <italic>de novo</italic> TEs database. The tree shows two separated clusters: In one cluster, there are 16 families (represented by blue branches), mapped to the centromere of chromosome 1 (highlighted in bold); the other cluster comprises 4 large branches (colored in dark brown, orange, green, and light brown), encompassing the remaining families, including the centromeric Helitron family rnd-5_family-98 (highlighted in bold).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1359531-g008.tif"/>
</fig>
<p>To analyze the evolution of Helitron copies, we extracted 2560 insertions from the <italic>S. senegalensis</italic> genome, using the RepeatModeler alignments and then constructed a phylogenetic tree with branches (copies) coloured by chromosomes (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>). The results revealed the presence of four distinct clusters of sequences corresponding to different chromosomes. The overall radial tree (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>) and the individual chromosome trees (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 8</bold>
</xref>) demonstrated that certain branches of the tree did not exhibit sequences on specific chromosomes. In contrast to chromosome 1, which displayed a uniform distribution of sequences across all branches, some phylogenetically related sequence groups were absent on certain chromosomes, such as chromosomes 2, 3, and 4, among others (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>). This trend was also observed in other chromosomes (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 8</bold>
</xref>).</p>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p>Phylogenomic tree of Helitron insertions in the <italic>S. senegalensis</italic> genome. The branch labels (insertions) have been coloured by the chromosome from which each insert was extracted. The colours are (chromosome 1-21 respectively): blue, red, green, purple, darkgoldenrod, brown, orange, pink4, grey, black, turquoise, goldenrod, chartreuse, firebrick, hotpink, darkgreen, violetred, steelblue, darkorange, olivedrab, deeppink. Radial and circular phylogenomic trees are showed in subplots <bold>(A, B)</bold> respectively. Trees showing Helitron insertions in chromosomes 1, 2, 3 and 19 (<bold>C&#x2013;F</bold> respectively) are also displayed.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1359531-g009.tif"/>
</fig>
<p>To investigate the evolutionary patterns of Helitrons in representative fish species, a phylogenomic tree was constructed. A total of 8615 sequences were extracted from the genomes of five different flatfish families analyzed in this study (<italic>S. senegalensis, C. semilaevis, P. olivaceus, S. maximus, H. hippoglossus</italic>) and two external species (<italic>S. aureovittata</italic> and <italic>S. aurata</italic>). The sequences were color-coded by species and displayed in different formats to facilitate analysis (<xref ref-type="fig" rid="f10">
<bold>Figure&#xa0;10</bold>
</xref>). Based on this phylogeny, the sequences were classified into seven distinct clusters. Cluster 1 consisted of a main branch with high divergence, primarily comprising <italic>H. hippoglossus</italic> sequences, originating from a branch containing <italic>S. aurata</italic> sequences. Cluster 2 encompassed sequences from all species, exhibiting homogeneous and similar evolutionary patterns, although branches with higher divergence were observed in <italic>P. olivaceus</italic> sequences. Cluster 3 predominantly consisted of well-differentiated <italic>H. hippoglossus</italic> and <italic>S. senegalensis</italic> sequences, with one branch of <italic>H. hippoglossus</italic> sequences showing greater divergence than the others. Cluster 4 contained a main group of <italic>S. aurata</italic> sequences, with higher divergence than the other branches. Cluster 5 predominantly contained <italic>H. hippoglossus</italic> sequences, with a higher level of divergence within the cluster compared to the smaller number of <italic>S. senegalensis</italic> sequences. Notably, a few copies from <italic>S. maximus</italic> were located on the main branch of <italic>H. hippoglossus</italic>. Cluster 6 was composed of two major branches, comprising <italic>S. aurata</italic> elements with a high level of divergence within the cluster, and a distinct group of <italic>S. maximus</italic> elements with lower divergence, suggesting a potential expansion event of specific families in the <italic>S. maximus</italic> genome. Additionally, copies of <italic>S. aurata</italic> and <italic>S. senegalensis</italic> Helitrons were observed in smaller, well-clustered branches. Finally, cluster 7 consisted of a large main branch comprising <italic>S. senegalensis</italic> elements with relatively low divergence, possibly indicating a rapid expansion of some specific families within its genome.</p>
<fig id="f10" position="float">
<label>Figure&#xa0;10</label>
<caption>
<p>Phylogenomic trees of Helitron insertions in five flatfishes (<italic>S. senegalensis</italic>: dark-red, <italic>C. semilaevis</italic>: purple, <italic>S. maximus</italic>: dark-orange, <italic>P. olivaceus</italic>:hot-pink, <italic>H. hippoglossus</italic>: green), one Carangidae (<italic>S. aureovittata</italic>:blue) and one Sparidae (<italic>S. aurata</italic>: deep-sky blue) species. Subplots <bold>(A, B)</bold> show a radial tree and a circular tree respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1359531-g010.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>In the present study, a general analysis of repetitive element abundance in the genome of eight flatfish species was carried out. The comparative analysis showed differences in the abundance of this fraction of the genome among pleuronectiform species, as well as between these species and the other species analyzed from Carangiformes and Spariformes orders. The species analyzed in the present study clearly show the common situation of teleosts, with DNA transposons predominating (<xref ref-type="bibr" rid="B13">Chalopin et&#xa0;al., 2015a</xref>; <xref ref-type="bibr" rid="B101">Sotero-Caio et&#xa0;al., 2017</xref>). In recent genome sequencing and annotation studies of flatfish, general data on the abundance of DNA transposons, LINEs, SINEs, and LTRs in 10 flatfish species showed that in four of the analyzed species, belonging to the Achiridae, Paralichthydae, Cynoglossidae, and Soleidae families, the overall coverage sum of the analyzed retrotransposon categories (LTRs, LINEs, and SINEs) exceeded that of DNA transposons (<xref ref-type="bibr" rid="B70">L&#xfc; et&#xa0;al., 2021</xref>), although the absence of other more precisely covered data such as Helitrons or another families included in the general categories, prevents a deeper analysis of the observed differences in these species.</p>
<p>In <italic>S. senegalensis</italic>, there are two references to the composition of repetitive elements based on whole-genome data. In 2021, in the first version of the species&#x2019; genome (<xref ref-type="bibr" rid="B40">Guerrero-C&#xf3;zar et&#xa0;al., 2021</xref>), during the genome annotation process, a brief reference is made to the global content of repetitive sequences, giving a value of 23.41% for a female linkage map and 23.55% for the male one, without any additional contribution or evaluation in relation to these sequences and their classes, types, superfamilies, or families. Subsequently, in a new, more complete and improved version of the genome (<xref ref-type="bibr" rid="B22">de la Herr&#xe1;n et&#xa0;al., 2023</xref>), more up-to-date general data on repetitive elements were obtained. To do this, the authors created a library of repetitive elements directly from non-assambled sequencing reads (Illumina), using an experimental design based on the <italic>de novo</italic> analysis performed by the RepeatExplorer platform (<xref ref-type="bibr" rid="B78">Nov&#xe1;k et&#xa0;al., 2020</xref>). This tool is suitable for obtaining libraries of new repetitive sequences, which are highly represented in genomic reads, such as those from repetitive regions. Some of these reads can be eliminated in assembly processes and therefore is an advantage of the technique. However, the information is never exhaustive, the annotation of the contigs obtained from the program is deficient, because it uses libraries that are not specific, at least for fish, and the quantification that RepeatMasker performs using these RepeatExplorer libraries significantly underestimates the quantification of these repetitive elements. The data obtained in that work showed that, using the library obtained with RepeatExplorer, repetitive sequences made up 8.2% of the genome of <italic>S. senegalensis</italic>, a percentage much lower than that obtained by <xref ref-type="bibr" rid="B40">Guerrero-C&#xf3;zar et&#xa0;al. (2021)</xref>, and much lower than that obtained using the <italic>de novo</italic> library constructed in the present work (28.68%) or the results also obtained by combining libraries of repetitive elements from teleosts and <italic>de novo</italic> library (39.54%). The contents of repetitive sequences obtained from different studies are highly dependent on the methodology used. In general, different combinations of annotation of repetitive elements are used, such as homology analyses combined with <italic>de novo</italic> analyses, as has been done in this work, to obtain a more complete view of the content of repeated sequences in genomes. It is also important to point out that due to this, it is appropriate to study the group of genomes that are being analyzed with the same methodology, as is the case of the study that has been carried out in flatfish in this work. In this way, with this approach, the comparison allows for more robust conclusions to be drawn in relation to the relative differences between the species analyzed. Additionally, the use of RepeatMasker on a common teleost database for all species analyzed avoids biases with respect to the use of species-specific databases, where the different quality of these libraries could produce distortions in the results.</p>
<p>On the other hand, the superfamily analysis carried out in this work in flatfish species has shown them to be poor in SINEs. This is consistent with previous work, where it seems that this absence of SINEs is a common feature in most fish studied (<xref ref-type="bibr" rid="B101">Sotero-Caio et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B97">Shao et&#xa0;al., 2019</xref>). In flatfish, this same situation has been described in other species belonging to families Achiridae, Bothidae, Rhombosoleidae, or Toxotidae, among others, where the values were close to 0% coverage (<xref ref-type="bibr" rid="B70">L&#xfc; et&#xa0;al., 2021</xref>). The analysis of other superfamilies has also shown, in this work, a high value of the hobo-Activator DNA transposon, followed by retroelements, LINEs, L2/CR1/rex, LTR elements, and Gypsy/DIRS1 (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 1</bold>
</xref>). In most fish genomes studied to date, it has also been seen that hAT, L1, L2, and Gypsy are the most widely distributed and are the most predominant (<xref ref-type="bibr" rid="B97">Shao et&#xa0;al., 2019</xref>). In flatfish, however, despite recent sequencing and annotation of new genomes (<xref ref-type="bibr" rid="B70">L&#xfc; et&#xa0;al., 2021</xref>), the absence of detailed analysis of TE families and superfamilies prevents comparisons between species of this group. On the other hand, in studies carried out with other TE families in other fish species, their abundance has been shown to be more specific to species. For other families, however, abundance may be more specific to species. This is the case of the CR1 superfamily, which in fish species that have diverged more recently, has very low values. Among these species are those that have not undergone the specific genome duplication event of teleosts (<xref ref-type="bibr" rid="B13">Chalopin et&#xa0;al., 2015a</xref>; <xref ref-type="bibr" rid="B101">Sotero-Caio et&#xa0;al., 2017</xref>). In addition, in other fish species, the levels of each TE superfamily seem to be very specific and dependent on the species itself. This occurs for example for the L2 and RTE elements in <italic>Nothobranchius furzeri</italic>, for Gypsy elements in <italic>Boleophthalmus pectinirostris</italic>, or Tc/mariner in <italic>Astyoanax mexicanus</italic> (<xref ref-type="bibr" rid="B97">Shao et&#xa0;al., 2019</xref>). It has also been described that in opah fish approximately 50% of their genome is composed of repetitive sequences (<xref ref-type="bibr" rid="B110">Wang et&#xa0;al., 2022a</xref>). The data presented for the first time in this study in flatfish species, show high values of abundance of Class I and Class II TE elements in the species <italic>S. senegalensis</italic> in relation to the rest of the species analyzed, showing even more similarity of abundance with a species as evolutionarily distant as <italic>S. aurata</italic> (family Sparidae) than with the rest of the species of Pleuronectiformes or Carangiformes. On the other hand, the low abundance of Helitrons in <italic>C. semilaevis</italic> compared to the rest of the species is also notable. However, the sequencing technology used to assemble this species (short reads), may in part influence the detection of its low abundance, although future genome reassemblies with new hybrid assemblies (long and short reads) pipelines will improve the analysis of the <italic>C. semilaevis</italic> genome. It has been described that in general, TEs in fish are regularly distributed and that the relationships between species with similar TE distribution are consistent with phylogenetic relationships. However, the results observed in this study confirm that although there is similarity in abundance at the global level among the genomes of the eight flatfish species, this relationship is not met for all families analyzed. Since genome protection processes (e.g., Piwi-interacting small RNAs, DNA methylation) regulate TEs, the loss and gain of the same must be associated with the host genome itself (<xref ref-type="bibr" rid="B65">Levin and Moran, 2011</xref>). Harmful TEs that compete with the host genome are more likely to be eliminated, while more beneficial TEs are likely to be conserved in genomes. In this way, the most specific and abundant superfamilies in some fish species could play a key role in the evolution of their genomes and may even be related to the biological characteristics of the species themselves (<xref ref-type="bibr" rid="B108">Venner et&#xa0;al., 2009</xref>). Our results indicate that TE levels in species belonging to the same group can have large differences and be more specific to each species than to a phylogenetic group (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 1</bold>
</xref>). It is worth noting that there are currently no specific and comparative data on the abundance of repeated sequences in flatfish, so the results shown here provide a very important additional value for the study of the evolution of the genomes of fish in general and pleuronectiformes in particular.</p>
<p>In this work, we deepened the analysis of the distribution of mobile elements in <italic>S. senegalensis</italic>, since it is the species that has shown the greatest differences compared to the rest of the genomes of the families of Pleuronectiformes analyzed. The interaction of TEs with their host genomes has been compared to the interaction of species with ecosystems. Thus, TEs proliferate and use genome resources while interacting with other mobile elements (<xref ref-type="bibr" rid="B64">Leonardo and Nuzhdin, 2002</xref>). In that sense, we carried out the study of abundance by chromosomes, considering that they could have a seemingly more local behavior, like an ecosystem, and reflect their evolution. In previous studies, partial analyses of the distribution of repetitive elements in <italic>S. senegalensis</italic> have been carried out by analyzing the content of these elements in BAC clones located in cytogenetic maps (<xref ref-type="bibr" rid="B92">Rodr&#xed;guez et&#xa0;al., 2019</xref>, <xref ref-type="bibr" rid="B91">Rodr&#xed;guez et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B87">Ram&#xed;rez et&#xa0;al., 2022</xref>). In these studies, clones (between 4 and 8) were analyzed, spaced out in some chromosomes. Despite the scarce amount of genome analyzed, limited by the small portion of each chromosome contained in these BACs and of genome studied, it was possible to observe certain differences in the abundance of elements in BACs belonging to different chromosomes and different intrachromosomal location (<xref ref-type="bibr" rid="B31">Garc&#xed;a et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B92">Rodr&#xed;guez et&#xa0;al., 2019</xref>, <xref ref-type="bibr" rid="B91">Rodr&#xed;guez et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B87">Ram&#xed;rez et&#xa0;al., 2022</xref>). However, it was only after the publication of the recent complete whole-genome sequence of <italic>S. senegalensis</italic> (<xref ref-type="bibr" rid="B22">de la Herr&#xe1;n et&#xa0;al., 2023</xref>), we have been able to completely analyze the abundance of repetitive elements in each of the 21 pairs of chromosomes of the species. Although the content of the different types of elements in general seemed to show a similar behavior, with homogenized values in the chromosomes, the study by superfamilies did show differences in coverage between chromosomes, very notable in the case of satellites and Helitrons. These elements, although not the only ones, are the ones that show the greatest heterogeneity throughout the chromosomes, mainly the Helitrons, with peaks of abundance located in centromeric regions of some chromosomes, mainly in biarmed chromosomes, although also in acrocentric chromosomes (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>
<bold>&#x2013;</bold>
<xref ref-type="fig" rid="f5">
<bold>5</bold>
</xref>). Karyotype of <italic>S. senegalensis</italic> (2n=42) is divided in three pairs of metacentric chromosomes, two submetacentric, four telocentric and twelve acrocentric ones (<xref ref-type="bibr" rid="B107">Vega et&#xa0;al., 2002</xref>). Previous analyses demonstrated that the centromeres of 19 out of 21 pairs of <italic>S. senegalensis</italic> were occupied by <italic>PvuII</italic> satellite DNA (<xref ref-type="bibr" rid="B90">Robles et&#xa0;al., 2017</xref>). Furthermore, our <italic>in silico</italic> mapping of centromeres is coherent with the morphology in all cases with four exceptions: (1, 2) chromosomes 14 and 18, for which no centromeric sequences were detected. Chromosomes 14 and 18 are telocentric. No telomeric motifs were found at neither of the distal regions. This might indicate that this portion, including the centromeric region, was not assembled, (3) chromosome 19 exhibited two signals of centromeric <italic>PvuII</italic> in distal regions of both arms and (4) chromosome 5, telocentric according to our characterization but submetacentric according to morphology. The <italic>p</italic> arm of chromosomal pair 5 bears the ribosomal 45S in this species (<xref ref-type="bibr" rid="B20">Cross et al., 2006</xref>). The genome assembly used in our analyses for mapping missed this 45S unit (<xref ref-type="bibr" rid="B22">de la Herr&#xe1;n et&#xa0;al., 2023</xref>), which was found to be massively present in unanchored scaffolds (unpublished data). This might be the reason of the discrepancy in morphology we found in our analyses on centromeric position of this chromosome pair. Thus, we were able to unambiguously characterize the centromeric region of 18 out of the 21 chromosome complement.</p>
<p>Furthermore, it is known that the chromosomal evolution in flatfish has presented Robertsonian fusion and intrachromosomal duplication processes (<xref ref-type="bibr" rid="B74">Merlo et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B91">Rodr&#xed;guez et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B87">Ram&#xed;rez et&#xa0;al., 2022</xref>). In <italic>S. senegalensis</italic> it has been described that centromeric or Robertsonian fusions have occurred in 3 of the 9 biarmed chromosomes of the species. These chromosomes were 1, 2 and 4 where, based on BAC clone synteny studies, other pericentric rearrangements (inversions), that have occurred during the evolution of these chromosomes were described (<xref ref-type="bibr" rid="B92">Rodr&#xed;guez et&#xa0;al., 2019</xref>, <xref ref-type="bibr" rid="B91">Rodr&#xed;guez et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B87">Ram&#xed;rez et&#xa0;al., 2022</xref>). There is evidence to support that inversions, as well as other chromosomal rearrangements, are involved in the adaptation of species to the environment and that polymorphisms associated with these inversions are related to geographic distributions (<xref ref-type="bibr" rid="B113">Wellenreuther and Bernatchez, 2018</xref>; <xref ref-type="bibr" rid="B2">Amorim et&#xa0;al., 2021</xref>). TEs are considered key elements in this chromosomal rearrangement process (<xref ref-type="bibr" rid="B27">Feschotte and Pritham, 2007</xref>). TEs and associated machinery play an important role in the evolution of the structure of the centromeres and their function (<xref ref-type="bibr" rid="B118">Wong and Choo, 2004</xref>). Regardless of their origin, centromeric sequences in higher eukaryotes contain extensive and homogeneous tandem repeat sequences of satellites and TEs (<xref ref-type="bibr" rid="B118">Wong and Choo, 2004</xref>; <xref ref-type="bibr" rid="B55">Klein et&#xa0;al., 2018</xref>). Centromeres can be considered functionally defined regions in eukaryotic chromosomes that show strong evidence of recurrent evolutionary novelties facilitated by TE activity. The impact of TEs on centromeres includes both the structure of the centromeric ecosystem itself and the proteins involved in centromeric identity and function (<xref ref-type="bibr" rid="B55">Klein et&#xa0;al., 2018</xref>). Studies of human populations have revealed that active insertions of TEs into centromeres have occurred during the evolution of modern humans and can facilitate rare events of centromeric recombination (<xref ref-type="bibr" rid="B19">Contreras-Galindo et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B124">Zahn et&#xa0;al., 2015</xref>). In <italic>Arabidopsis</italic>, TEs make up approximately 11% of the genome and are enriched mainly in the pericentromeric heterochromatin regions (<xref ref-type="bibr" rid="B48">Kapitonov and Jurka, 2001</xref>; <xref ref-type="bibr" rid="B118">Wong and Choo, 2004</xref>). Numerous evidences have shown the implication of TEs and transposases in the evolution of centromeric DNA, among which the presence of TEs (retrotransposons) specific to centromeres of different plants such as maize and grass (<xref ref-type="bibr" rid="B63">Langdon et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B76">Nagaki et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B47">Jin et&#xa0;al., 2004</xref>). In certain maize species and humans, a process of displacement of TEs towards pericentric regions has been observed, with a reduction of TEs within the centromeres themselves. This extraction process provides a mechanism for protection against the potential harmful effects of any newly emerging TE in the developing or established centromeric chromatin. This process offers an explanation for the accumulation and high prevalence of TEs found in the pericentromeric domains of many centromeres (<xref ref-type="bibr" rid="B75">Mroczek and Dawe, 2003</xref>). In <italic>S. senegalensis</italic>, tandem repeats of Helitrons are not localized exactly in the centromeric sequences of the satellite <italic>PvuII</italic> family previously described (<xref ref-type="bibr" rid="B90">Robles et&#xa0;al., 2017</xref>) and used to map the centromeres of this species, but in pericentromeric positions, as described previously in humans and plants.</p>
<p>Interestingly, the potential capacity of TEs to contribute to the formation of satellite arrays in centromeres of genomes has been demonstrated through the production of tandem internal repeats via their folding mechanism (<xref ref-type="bibr" rid="B23">Dias et&#xa0;al., 2014</xref>). It has also been described that the insertion of TEs in centromeres is due to the fact that they probably represent safe insertion zones, both for the host and for the TEs (<xref ref-type="bibr" rid="B8">Birchler and Presting, 2012</xref>; <xref ref-type="bibr" rid="B103">Sultana et&#xa0;al., 2017</xref>). Thus, TEs localized in centromeres could not cause insertional mutagenesis in centromeres since the surrounding repeated sequences could act as a &#x201c;buffer&#x201d; and the suppression of crossing-over events in centromeres. This location could, therefore, protect recently inserted TEs from the type of recombination events that cause mutations and usually result in the loss of mobility of these TEs (<xref ref-type="bibr" rid="B34">Gent et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B55">Klein et&#xa0;al., 2018</xref>).</p>
<p>One of the most relevant findings of the present study is the discovery of multiple insertions of Helitron transposons, through tandem arrays, in centromeric-pericentromeric regions of many of the chromosomes of <italic>S. senegalensis</italic> (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). To our knowledge, this has only been previously described in mammals, such as primates or bats, and in plants (<xref ref-type="bibr" rid="B119">Xiong et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B55">Klein et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B111">Wang et&#xa0;al., 2022b</xref>). As has been mentioned, Helitrons are a class of eukaryotic transposon with an important role in the shaping of current genomes (<xref ref-type="bibr" rid="B96">Schnable et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B121">Yang and Bennetzen, 2009a</xref>, <xref ref-type="bibr" rid="B122">Yang and Bennetzen, 2009b</xref>). Helitrons are widely distributed in plants and invertebrates, often contributing to a high percentage of the genome (<xref ref-type="bibr" rid="B86">Putnam et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B122">Yang and Bennetzen, 2009b</xref>; <xref ref-type="bibr" rid="B41">Han et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B80">Pe&#xf1;aloza et&#xa0;al., 2021</xref>) and more recently in bats (<xref ref-type="bibr" rid="B85">Pritham and Feschotte, 2007</xref>; <xref ref-type="bibr" rid="B104">Thomas et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B39">Grabundzija et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B56">Kosek et&#xa0;al., 2021</xref>). Helitrons have also been described in other species but in lower abundance (<xref ref-type="bibr" rid="B82">Poulter et&#xa0;al., 2003</xref>). As previously discussed, Helitrons are replicated by a rolling circle mechanism (RCR) (<xref ref-type="bibr" rid="B52">Khan, 2005</xref>; <xref ref-type="bibr" rid="B93">Ruiz-Mas&#xf3; et&#xa0;al., 2015</xref>). In a large study conducted in 27 plant genomes (<xref ref-type="bibr" rid="B119">Xiong et&#xa0;al., 2016</xref>) it was described that Helitrons were found in tandem repeat arrays in all analyzed species, a configuration predicted by the RCR transposition model. This has also been observed again recently in the wheat genome (<xref ref-type="bibr" rid="B111">Wang et&#xa0;al., 2022b</xref>). The number of Helitrons in a tandem array varied in these genomes from a few to hundreds of copies in the case of rice genomes. In particular, it has been observed that this tandem array arrangement occurred mainly in the centromeric regions, intercalated between retrotransposons and satellite repeats (<xref ref-type="bibr" rid="B125">Zattera and Bruschi, 2022</xref>). This tandem repeat configuration of Helitrons in centromeric positions, described in plants, is exactly what was discovered in the present study in the flatfish <italic>S. senegalensis</italic>. This suggests that this distribution is favorable in the evolution of centromeres in eukaryotes. The maximum number of repeats observed in plants, within each array, was described in rice, with more than 150 copies (<xref ref-type="bibr" rid="B119">Xiong et&#xa0;al., 2016</xref>) and in wheat (<xref ref-type="bibr" rid="B111">Wang et&#xa0;al., 2022b</xref>). In the case of the centromere of chromosome 1 of <italic>S. senegalensis</italic>, this number is much higher. Oddly, this arrangement of long tandem Helitron arrays does not seem to occur in other plants, like maize, even when more than 80% of the maize genome is composed of transposons (<xref ref-type="bibr" rid="B96">Schnable et&#xa0;al., 2009</xref>). In addition, unlike what is observed in plants, the Helitrons of <italic>S. senegalensis</italic> that are found within the same array are not always in the same direction, as has been observed in the centromeric region of chromosome 1. This could indicate that the different arrays observed in chromosome 1 come from insertions produced at different times in the evolution of the centromeric region of this chromosome.</p>
<p>Interestingly, the Helitrons analyzed in plants presented internal repeats, both isolated Helitrons and tandem repeats (<xref ref-type="bibr" rid="B119">Xiong et&#xa0;al., 2016</xref>). In fact, of 1616 Helitrons observed in maize, rice, and Arabidopsis, 81.8% of them present internal repeats (<xref ref-type="bibr" rid="B120">Xiong et&#xa0;al., 2014</xref>). This characteristic has also been observed in the main families of Helitrons that form part of the long tandem arrays of chromosomes 1 and 2 of <italic>S. senegalensis</italic>.</p>
<p>In Actinopterygian fishes, different divergence profiles have been observed (<xref ref-type="bibr" rid="B13">Chalopin et&#xa0;al., 2015a</xref>; <xref ref-type="bibr" rid="B101">Sotero-Caio et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B97">Shao et&#xa0;al., 2019</xref>). In general, transposition explosions occur at least once or twice, if not more, throughout the evolutionary history of a fish. In this process, there is a continuous increase in the number of active transposons, before the explosion event, after which there is a decrease in the number of these active transposons. In most fish genomes, the rate at which the number of active transposons increases is lower than the rate at which it declines, so most fish have fewer ancient copies (K-values &gt; 25) than recent copies (K-values &lt; 25) (<xref ref-type="bibr" rid="B13">Chalopin et&#xa0;al., 2015a</xref>; <xref ref-type="bibr" rid="B97">Shao et&#xa0;al., 2019</xref>). Recent studies have shown different situations depending on the species in flatfish (<xref ref-type="bibr" rid="B70">L&#xfc; et&#xa0;al., 2021</xref>). Thus, in most of them, the divergence profiles have mainly shown ancient activity periods in almost all the analyzed species, except in <italic>Pseudorhombus dupliocellatus</italic>, <italic>Platichthys stellatus</italic> where additional recent transposon activity peaks were observed. In <italic>Trinectes maculatus</italic>, only recent explosion processes are observed (<xref ref-type="bibr" rid="B70">L&#xfc; et&#xa0;al., 2021</xref>). In <italic>S. senegalensis</italic>, the main peak of divergence is between 12-14%, taking into account all TEs, although there are significant differences between different superfamilies studied. Important differences in their TE profile have been described between evolutionarily close species. Thus, in Japanese and European eels, there are many differences in the evolutionary history and explosions in R2 and Helitrons transposons, respectively (<xref ref-type="bibr" rid="B97">Shao et&#xa0;al., 2019</xref>). Among African cichlid species, which generally have two events of explosions of all their superfamilies, a recent explosion has been observed in the species Maylandia zebra (<xref ref-type="bibr" rid="B97">Shao et&#xa0;al., 2019</xref>).</p>
<p>The life cycle of a TE goes through periods of activity and inactivity. The process begins with the invasion of a TE into a new genome (through horizontal transfer events) or by the evolution through mutation of a new lineage from an existing one (<xref ref-type="bibr" rid="B97">Shao et&#xa0;al., 2019</xref>). The insertion of TEs into genomes generates a series of host responses to prevent their expansion through the genome. However, if the insertion favors the host in some way, the TE will be conserved and a process of coevolution of the element with the host will occur (<xref ref-type="bibr" rid="B53">Kidwell and Lisch, 2001</xref>; <xref ref-type="bibr" rid="B43">Hua-Van et&#xa0;al., 2005</xref>). One of the most relevant characteristics of the ray-finned fish mobilome is the presence of more recent TE copies than those observed in other vertebrates, in particular fugu, cod, and stickleback present very recent copies. Between closely related species such as medaka and platyfish, differences in TE activity have been identified (<xref ref-type="bibr" rid="B11">Carducci et&#xa0;al., 2020</xref>). In <italic>S. senegalensis</italic>, two points of recent activity are also observed (K-value &lt; 25), although a much more recent explosion of TEs is observed, not very abundant, with values close to 5% divergence. This has been observed in species such as spotted gar, Tetraodon, or Tilapia (<xref ref-type="bibr" rid="B13">Chalopin et&#xa0;al., 2015a</xref>), as well as in <italic>Haplochromis burtoni</italic>, <italic>Neolamprologus brichardi</italic>, <italic>Oreochromis niloticus</italic>, or <italic>Pundamilia nyererei</italic> (<xref ref-type="bibr" rid="B97">Shao et&#xa0;al., 2019</xref>). However, in other fish species, different patterns are observed, with a higher abundance of recent TEs (K-value &lt;10) in species such as zebrafish, cod, stickleback, medaka, or Fugu (<xref ref-type="bibr" rid="B13">Chalopin et&#xa0;al., 2015a</xref>). Especially important is the recent TE activity event experienced by <italic>Maylandia zebra</italic>, with a peak of explosion with K-values of 1-2% (<xref ref-type="bibr" rid="B97">Shao et&#xa0;al., 2019</xref>). On the other hand, it has also been observed in fish the absence of recent activity as in platyfish, European eel, <italic>Latimeria chalumnae</italic>, or <italic>Callorhinchus milli</italic> (<xref ref-type="bibr" rid="B13">Chalopin et&#xa0;al., 2015a</xref>; <xref ref-type="bibr" rid="B97">Shao et&#xa0;al., 2019</xref>).</p>
<p>In the study of divergence by TE types, we have described in the present work important differences between them in the genome of <italic>S. senegalensis</italic>. DNA transposons, present greater divergence than the rest of the elements, with no recent activity signals. However, the rest of the TEs show different recent explosion activities, being the majority in the case of LINEs and LTRs, and similar abundance of ancient and recent elements both in Helitrons and in SINEs (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>). However, in previous studies of TE abundance and divergence in other flatfish species, no differences in divergence profile were observed between the studied TE categories. Therefore, with the general coverage and divergence data of TEs in both <italic>S. senegalensis</italic> described in the present work and other flatfish species described previously (<xref ref-type="bibr" rid="B70">L&#xfc; et&#xa0;al., 2021</xref>), it can be affirmed that repetitive sequences constitute a considerable portion of the genomes of this group of fish, and that the variety of genome sizes among flatfish can possibly be attributed to the expansion of these repetitive sequences in the genomes after the divergence of these species (<xref ref-type="bibr" rid="B70">L&#xfc; et&#xa0;al., 2021</xref>). Regarding other fish groups, with the exception of gar fish, most teleosts have modeled their genomes with DNA transposons. This occurs especially in the zebrafish, which shows the highest amplification of DNA-transposons among vertebrates. LINEs have contributed significantly to the genome of species such as fugu, tilapia, and medaka, while a middle-aged explosion of LTR elements has been detected in <italic>Tetraodon</italic>. In pufferfish, zebrafish, stickleback, and tilapia, a high number of recent copies have been described. In lamprey, many recent copies of DNA transposons can be identified (<xref ref-type="bibr" rid="B13">Chalopin et&#xa0;al., 2015a</xref>). In the case of <italic>Anguilla japonica</italic> and <italic>Anguilla anguilla</italic>, important differences in the activity of the Helitrons have been observed, with much greater divergence and abundance of these elements in <italic>A. anguilla</italic> (<xref ref-type="bibr" rid="B97">Shao et&#xa0;al., 2019</xref>). DNA transposons in species such as <italic>H. burtoni</italic>, <italic>N.</italic> brichardi, <italic>O. niloticus</italic>, or <italic>P. nyererei</italic>, present recent activity events, but not ancient copies, as in the rest of the TEs of these species, so it seems that there is a purging process of these elements in these genomes (<xref ref-type="bibr" rid="B97">Shao et&#xa0;al., 2019</xref>).</p>
<p>The analysis of the landscape in <italic>S. senegalensis</italic> by chromosomes showed that there are two important moments of transposon activity in the genome of some types of TEs, where insertions of different ages have been observed in many chromosomes but not in all. This occurs again, mainly in Helitrons (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 7</bold>
</xref>). Of the two TEs explosion events, one of them has occurred recently from an evolutionary point of view, because the divergence values are around 5-7% (Kimura distance). The study of TE activity by chromosomes has not been carried out to date in any species, so there is no data to be able to make a comparison. However, it can be deduced that TEs burst events generally affect the entire genome, and in the case of Helitrons, in certain positions such as centromeres, the replication of the insertions and the maintenance of them are preferred because they are evolutionarily favored (<xref ref-type="bibr" rid="B8">Birchler and Presting, 2012</xref>; <xref ref-type="bibr" rid="B103">Sultana et&#xa0;al., 2017</xref>). It is worth noting that in chromosomes such as the 15, there are no recent copies, so they only contain ancestral copies with a higher degree of divergence, from ancient explosion events.</p>
<p>The analysis of Helitron families carried out reflects two large groups of well-differentiated families (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). One of these clusters contains very few families, all of which have a small genetic distance. In this cluster, two subgroups can be observed, each with very little differentiation between them. One of these groups includes the family located as long tandem series in the centromeric region of chromosome 1. This cluster could be related to those Helitron families that contain more tandem copies, where the divergence is small because it could be part of a recent burst event of this transposon. The presence of another cluster with families with greater divergence between them could be reflecting isolated copies throughout the genome, or with few rounds of tandem replication. These copies have had more time to evolve, and therefore reflect longer branches, or, on the other hand, not have a selective pressure because they are not so involved in the function of the centromere. When the analysis of chromosomal insertions has been carried out, labeling the copies by color according to their origin, it can be observed that different chromosomes actually present several families with different numbers of insertions, but that not all families are in all chromosomes. This is well seen in chromosomes such as 2, 3, and 9 (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>), among others, where there are clearly copies belonging to certain clusters that are not present in them. Again, this indicates that there is a clear divergence between Helitron copies in the genome of <italic>S. senegalensis</italic>, and that their distribution is not random. The phylogenetic study of Helitrons also addressed the evolution of their insertions in different genomes. The analyses presented interesting results that reflect the existence of clusters of Helitron copies that are evolutionarily close (short branches in the same cluster) belonging to species as distant as <italic>S. aurata</italic> (Sparidae) and <italic>S. maximus</italic> (flatfish) (<xref ref-type="fig" rid="f10">
<bold>Figure&#xa0;10</bold>
</xref>). There are also observed events of burst of these Helitrons in <italic>S. senegalensis</italic>, shared with sequences of Helitrons from <italic>S. aurata</italic> or <italic>S. arureovittata</italic>, or clusters with sequences that are almost exclusive to <italic>S. senegalensis</italic> (Family Soleidae) and <italic>H. hippoglossus</italic> (Family Hippoglossidae). These data could be explaining two possible evolutionary processes. One of them is the selection of certain families and their copies throughout the evolution not only of flatfish, but also of intermediate species to this order, such as <italic>S. aureovittata</italic>, or as far away as <italic>S. aurata</italic>. However, there are no studies on the distribution of these elements along their chromosomes. If these copies with little divergence between species so distant were located in the centromeric regions, as occurs in <italic>S. senegalensis</italic>, it is probable that these sequences would be maintained by evolution, within the protection that these genomes would be carrying out on these centromeric Helitrons. Another explanation that is not to be ruled out is the existence of horizontal transfer (HT) events between the families of Helitrons that present high homology between these distant species. Although there are various ways to study possible transposition events, the most general one predicts that in TE families where HT events occur, there should be major inconsistencies between the TE family phylogeny and that of its hosts (<xref ref-type="bibr" rid="B42">Hartl et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B95">Schaack et&#xa0;al., 2010</xref>). Although we have not performed their specific analysis in the present study, these inconsistencies are clearly observable from the genomic study carried out.</p>
<p>In contrast to the knowledge that exists around horizontal HT in the evolution of prokaryotes, the evolutionary importance of HT remains more obscure (<xref ref-type="bibr" rid="B29">Frost et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B95">Schaack et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B73">Merlo et&#xa0;al., 2012</xref>). These differences can be attributed in part to the disproportionate attention that has been given to the transfer of genes, as opposed to non-coding DNA. TEs are not only the most abundant elements in eukaryotic genomes, but they are also one of their most dynamic components. Today, HT of transposable elements (HTT) is considered a relevant mechanism in the modeling of eukaryotic genomes. Both DNA transposons and retrotransposons can be horizontally transferred, and HTT can involve a wide variety of eukaryotic lineages that can transfer TEs between closely or distantly related lineages (<xref ref-type="bibr" rid="B26">Dotto et&#xa0;al., 2015</xref>). Additionally, a significant number of TEs are known to have induced important phenotypic changes to their host that have been acquired through HT, thus establishing HTT as a source of variation that feeds adaptive changes (<xref ref-type="bibr" rid="B36">Gilbert and Feschotte, 2018</xref>).</p>
<p>Recently, the study of more than 300 vertebrate genomes has shown a minimum of 975 independent events of HTT between lineages that diverge more than 120 million years (<xref ref-type="bibr" rid="B126">Zhang et&#xa0;al., 2020</xref>). Of these events, more than 90% (93.7%) have occurred in ray-finned fishes, and less than 3% in mammals and birds. These HTT events occur not only between fish but also between fish and amphibians or birds. The majority of the events recorded in ray-finned fishes involve DNA transposons, specifically the Tc1/Mariner superfamily (<xref ref-type="bibr" rid="B126">Zhang et&#xa0;al., 2020</xref>), although other superfamilies belonging to the retrotransposons such as BovB and L1, have also shown significant HTT events in marine eukaryotes (<xref ref-type="bibr" rid="B45">Ivancevic et&#xa0;al., 2018</xref>). On the other hand, the Pacific oyster (<italic>Crassostrea gigas</italic>), the cactus worm (<italic>Prriapulus catus</italic>) and the marine worm (<italic>Saccoclossus kowalevskii</italic>) have been described as potential vector species in HTT cross-Phylum events involving marine eukaryotes (<xref ref-type="bibr" rid="B45">Ivancevic et&#xa0;al., 2018</xref>). In the case of Helitrons, it has been shown that this transposon has been frequently transferred horizontally in insect genomes (<xref ref-type="bibr" rid="B106">Thomas et&#xa0;al., 2010</xref>). However, additional cases of HTT of Helitrons have been identified in vertebrates such as lizards, jellyfish, or jawless fish (<xref ref-type="bibr" rid="B106">Thomas et&#xa0;al., 2010</xref>). It has been suggested that ray-finned fishes could be part of an environment that includes both organisms and environments that are particularly susceptible to exchanging TEs, such as viruses and other parasites (<xref ref-type="bibr" rid="B68">Loreto et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B35">Gilbert and Cordaux, 2017</xref>). Interestingly, the species <italic>S. aurata</italic>, in which we have described in the present work high similarity between its copies of Helitrons and those of <italic>S. maximus</italic>, had already shown a possible HT event of the 5S rDNA gene with the toadfish <italic>Halobatrachus didactylus</italic> (<xref ref-type="bibr" rid="B73">Merlo et&#xa0;al., 2012</xref>). This would support the fact that HT processes between marine organisms, in this case between fish, are more frequent than previously studied and described.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>The current work introduces novel genetic resources that have broadened our understanding of the abundance, distribution, and evolutionary patterns of repetitive sequences in flatfish species. We have discerned variations in the content of distinct subclasses of transposable elements across eight flatfish species. Specifically, we have deepended into the study of repetitive elements in the <italic>S. senegalensis</italic> sole genome and their evolution, by examining the divergence of the predominant types of TEs, identifying two burst events of the majority of these elements. We have unveiled an intriguing new discovery of a genomic structure involving tandem repeat insertion arrangement of Helitron families in the pericentromeric regions of the <italic>S. senegalensis</italic> genome. This discovery, previously identified solely in mammals and plants, significantly augments our knowledge of genome architecture and transposon-mediated evolutionary processes in flatfish. Furthermore, our phylogenomic analysis of Helitron insertions in flatfish and other external species has yielded intriguing results, reflecting the existence of evolutionarily proximate Helitron copy clusters belonging to species as distant as <italic>S. maximus</italic> (flatfish) and <italic>S. aurata</italic> (Sparidae). All the findings bear significant implications for our understanding of the chromosomal evolution in <italic>S. senegalensis</italic> and other studied flatfish species. This taxonomic group holds paramount importance due to its global economic relevance and its remarkable adaptation to benthic life. Of particular interest is the role that transposable elements (TEs) have played in shaping the current chromosomal architecture within this group of fishes.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Additional TEs annotation dataset is deposited in the Figshare repository and available in <uri xlink:href="https://figshare.com/search?q=10.6084%2Fm9.figshare.25239952">https://figshare.com/search?q=10.6084%2Fm9.figshare.25239952</uri>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>Ethical approval was not required for the study involving animals in accordance with the local legislation and institutional requirements because This is bioinformatic work from public data bases.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>IC: Conceptualization, Writing &#x2013; original draft, Resources, Investigation, Methodology. MR: Investigation, Resources, Writing &#x2013; review &amp; editing. SP-B: Investigation, Writing &#x2013; review &amp; editing. MM: Investigation, Writing &#x2013; review &amp; editing. AG-S: Investigation, Writing &#x2013; review &amp; editing. RN-P: Writing &#x2013; review &amp; editing, Methodology, Resources, Supervision, Writing &#x2013; original draft. LR: Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was funded by Regional Government of Andalusia&#x2014;FEDER: Grants: P20-00938 and PCM-00014. The open access fee was co-funded by the QUALIFICA Project (QUAL21-0019, Junta de Andaluc&#xed;a).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The computational work was performed on the Cai3 Supercomputing Cluster (<ext-link ext-link-type="uri" xlink:href="https://supercomputacion.uca.es/">https://supercomputacion.uca.es/</ext-link>) at the University of Cadiz, Spain.</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12" 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.2024.1359531/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2024.1359531/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SM1" mimetype="application/pdf"/>
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