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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Genet.</journal-id>
<journal-title>Frontiers in Genetics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Genet.</abbrev-journal-title>
<issn pub-type="epub">1664-8021</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="publisher-id">1667262</article-id>
<article-id pub-id-type="doi">10.3389/fgene.2025.1667262</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Genetics</subject>
<subj-group>
<subject>Data Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Annotated genome of <italic>Aedes japonicus japonicus</italic> using a hybrid-assembly approach</article-title>
<alt-title alt-title-type="left-running-head">Reuss et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fgene.2025.1667262">10.3389/fgene.2025.1667262</ext-link>
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<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Reuss</surname>
<given-names>Friederike</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<name>
<surname>Schell</surname>
<given-names>Tilman</given-names>
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<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<xref ref-type="aff" rid="aff3">
<sup>3</sup>
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<contrib contrib-type="author">
<name>
<surname>Isawa</surname>
<given-names>Haruhiko</given-names>
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<xref ref-type="aff" rid="aff4">
<sup>4</sup>
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<name>
<surname>Kasai</surname>
<given-names>Shinji</given-names>
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<sup>4</sup>
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<name>
<surname>Klimpel</surname>
<given-names>Sven</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
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<xref ref-type="aff" rid="aff6">
<sup>6</sup>
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<surname>M&#xfc;ller</surname>
<given-names>Ruth</given-names>
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<xref ref-type="aff" rid="aff7">
<sup>7</sup>
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<surname>Pfenninger</surname>
<given-names>Markus</given-names>
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<xref ref-type="aff" rid="aff5">
<sup>5</sup>
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<xref ref-type="aff" rid="aff8">
<sup>8</sup>
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<contrib contrib-type="author">
<name>
<surname>Kochmann</surname>
<given-names>Judith</given-names>
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<xref ref-type="aff" rid="aff5">
<sup>5</sup>
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<xref ref-type="author-notes" rid="fn1">
<sup>&#x2020;</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>Institute of Occupational, Social and Environmental Medicine, Goethe University Frankfurt</institution>, <addr-line>Frankfurt am Main</addr-line>, <country>Germany</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Senckenberg Research Institute</institution>, <addr-line>Frankfurt am Main</addr-line>, <country>Germany</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>LOEWE Centre for Translational Biodiversity Genomics (LOEWE-TBG)</institution>, <addr-line>Frankfurt am Main</addr-line>, <country>Germany</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Medical Entomology, National Institute of Infectious Diseases, Japan Institute for Health Security (JIHS)</institution>, <addr-line>Tokyo</addr-line>, <country>Japan</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Institute for Ecology, Evolution and Diversity, Goethe-University</institution>, <addr-line>Frankfurt am Main</addr-line>, <country>Germany</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Senckenberg Biodiversity and Climate Research Centre (SBiK-F)</institution>, <addr-line>Frankfurt am Main</addr-line>, <country>Germany</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Unit of Entomology, Institute of Tropical Medicine Antwerp</institution>, <addr-line>Antwerp</addr-line>, <country>Belgium</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Institute of Organismic and Molecular Evolution (iomE), Johannes Gutenberg University</institution>, <addr-line>Mainz</addr-line>, <country>Germany</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/233661/overview">Robert M. Waterhouse</ext-link>, SIB Swiss Institute of Bioinformatics, Switzerland</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1257893/overview">Rohit Kumar</ext-link>, Helmholtz Association of German Research Centers (HZ), Germany</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3147783/overview">Nikoletta Andrea Nagy</ext-link>, University of Debrecen, Hungary</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Friederike Reuss, <email>f.reuss@med.uni-frankfurt.de</email>
</corresp>
<fn fn-type="present-address" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>
<bold>Present address:</bold> Judith Kochmann, Institute of Organismic and Molecular Evolution (iomE), Johannes Gutenberg University, Mainz, Germany</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>01</day>
<month>10</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1667262</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>09</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Reuss, Schell, Isawa, Kasai, Klimpel, M&#xfc;ller, Pfenninger and Kochmann.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Reuss, Schell, Isawa, Kasai, Klimpel, M&#xfc;ller, Pfenninger and Kochmann</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>
<kwd-group>
<kwd>complete mitochondrial sequence</kwd>
<kwd>
<italic>Aedes</italic>
</kwd>
<kwd>invasive mosquitoes</kwd>
<kwd>disease vector</kwd>
<kwd>reference genome</kwd>
</kwd-group>
<counts>
<page-count count="8"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Computational Genomics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Mosquitoes (Diptera: Culicidae) are an important group of insects due to the important role played by culicid species as disease vectors. Some <italic>Aedes</italic> species are competent to vector human and veterinary relevant viruses, such as dengue, chikungunya, or Japanese encephalitis viruses. In addition, there are some highly invasive <italic>Aedes</italic> species (<xref ref-type="bibr" rid="B38">Lounibos, 2002</xref>). The two most widespread species globally are <italic>Aedes albopictus</italic>, native to Southeast Asia, and <italic>Aedes aegypti</italic>, native to Africa, for which genomes have been sequenced previously: <italic>Ae. aegypti</italic> AaegL5.0 (GCF_002204515.2; <xref ref-type="bibr" rid="B42">Matthews et al., 2018</xref>) and <italic>Ae. albopictus</italic> AalbF5 (GCF_035046485.1; <xref ref-type="bibr" rid="B46">Palatini et al., 2020</xref>). Globally, <italic>Ae. aegypti</italic> is the primary vector of chikungunya and dengue viruses (<xref ref-type="bibr" rid="B52">Sousa et al., 2012</xref>; <xref ref-type="bibr" rid="B24">Jansen et al., 2018</xref>). <italic>Aedes albopictus</italic> is a secondary vector to <italic>Ae. aegypti</italic> for chikungunya and dengue viruses (<xref ref-type="bibr" rid="B23">Jansen and Beebe, 2010</xref>; <xref ref-type="bibr" rid="B52">Sousa et al., 2012</xref>); however, it is the most important vector for autochthonous cases of dengue and chikungunya in Europe (<xref ref-type="bibr" rid="B49">Rezza et al., 2007</xref>; <xref ref-type="bibr" rid="B18">Gjenero-Margan et al., 2011</xref>; <xref ref-type="bibr" rid="B54">Succo et al., 2016</xref>). Both <italic>Ae. aegypti</italic> and <italic>Ae. albopictus</italic> are invasive species in Europe (<xref ref-type="bibr" rid="B16">European Centre for Disease Prevention and Control and European Food Safety Authority, 2023</xref>).</p>
<p>Another more recent invader to North America (<xref ref-type="bibr" rid="B27">Kaufman and Fonseca, 2014</xref>) and Europe is <italic>Aedes japonicus japonicus</italic>, while its sister species <italic>Aedes koreicus</italic> has established itself in Europe (<xref ref-type="bibr" rid="B16">European Centre for Disease Prevention and Control and European Food Safety Authority, 2023</xref>). Over the last two to three decades, <italic>Ae. j. japonicus</italic> has spread beyond its original area of distribution in East Asia via the import of used tires and trade (<xref ref-type="bibr" rid="B27">Kaufman and Fonseca, 2014</xref>; <xref ref-type="bibr" rid="B30">Koban et al., 2019</xref>) and is likely to expand its range of area distribution in the future (<xref ref-type="bibr" rid="B13">Cunze et al., 2020</xref>). Annotated genomes for <italic>Ae. j. japonicus</italic> and <italic>Ae. koreicus</italic> (GCA_034211315.2, GCA_024533555.2) have only recently become available (<xref ref-type="bibr" rid="B10">Catapano et al., 2023</xref>; <xref ref-type="bibr" rid="B45">Nagy et al., 2024</xref>).</p>
<p>Here, we describe an annotated genome and a complete mitochondrial sequence of <italic>Ae. j. japonicus</italic> from a laboratory strain in Japan (<xref ref-type="bibr" rid="B22">Hoshino et al., 2010</xref>). This is the first study wherein individuals from the native range of this species (<xref ref-type="bibr" rid="B27">Kaufman and Fonseca, 2014</xref>) were sequenced.</p>
<p>The mitochondrion of <italic>Ae. j. japonicus</italic> can help in constructing phylogenies. For example, the genus <italic>Aedes</italic> and the tribe of Aedini have been re-organized based on morphological analyses (reviewed in <xref ref-type="bibr" rid="B62">Wilkerson et al., 2015</xref>) and molecular analyses (<xref ref-type="bibr" rid="B66">Zadra et al., 2021</xref>). Thus, genetic datasets are highly desirable for creating a well-founded phylogeny of Aedini or <italic>Aedes</italic> (<xref ref-type="bibr" rid="B66">Zadra et al., 2021</xref>).</p>
<p>Our genome assembly can facilitate marker selection for environmental associations and genotype-to-phenotype-association studies. By doing so, the genomic basis of vector competence or invasion success can be identified within the species <italic>Ae .j. japonicus</italic> and also compared to that of other <italic>Aedes</italic> spp. More specifically, the created dataset allows conducting comparative studies regarding diapause (<xref ref-type="bibr" rid="B33">Kre&#xdf; et al., 2016</xref>; <xref ref-type="bibr" rid="B7">Boyle et al., 2021</xref>), thermotolerance (<xref ref-type="bibr" rid="B32">Kramer et al., 2023</xref>; <xref ref-type="bibr" rid="B12">Couper et al., 2025</xref>), and population structure (<xref ref-type="bibr" rid="B51">Smitz et al., 2021</xref>), all considered potential parameters influencing invasiveness (<xref ref-type="bibr" rid="B35">Lahond&#xe8;re and Bonizzoni, 2022</xref>).</p>
<p>Although <italic>Ae. albopictus</italic> and <italic>Ae. aegypti</italic> are the primary vectors of dengue and chikungunya viruses, <italic>Ae. j. japonicus</italic> is only a minor vector in the transmission of disease agents, and its vector competence is largely based on laboratory competence studies (<xref ref-type="bibr" rid="B43">Medlock et al., 2012</xref>; <xref ref-type="bibr" rid="B24">Jansen et al., 2018</xref>; <xref ref-type="bibr" rid="B59">Wagner et al., 2018</xref>). Both <italic>Ae. j. japonicus</italic> and <italic>Ae. albopictus</italic> can undergo photoperiodic diapause (<xref ref-type="bibr" rid="B3">Armbruster, 2016</xref>; <xref ref-type="bibr" rid="B34">Krupa et al., 2021</xref>), which benefits the species&#x2019; survival in more temperate regions. In addition, this dataset provides data to study candidate genes related to not only vector competence but also insecticide resistance. It also provides genomic resources for marker identification, which can be used in eDNA approaches for a more rapid species detection in the field (<xref ref-type="bibr" rid="B63">Wittwer et al., 2024</xref>), genetic control measures such as gene drives, <italic>Wolbachia</italic>-based methods (<xref ref-type="bibr" rid="B58">Verkuijl et al., 2025</xref>; <xref ref-type="bibr" rid="B61">Wang et al., 2025</xref>), or RNA interference (<xref ref-type="bibr" rid="B44">M&#xfc;ller et al., 2023</xref>).</p>
</sec>
<sec sec-type="methods" id="s2">
<title>2 Methods</title>
<sec id="s2-1">
<title>2.1 Origin of biological material and DNA isolation</title>
<p>For DNA and RNA isolation, the offspring of ten female <italic>Ae. j. japonicus</italic> were collected during the egg stage from the &#x201c;Narita&#x201d; laboratory strain (<xref ref-type="bibr" rid="B22">Hoshino et al., 2010</xref>) and raised to the desired stages (<xref ref-type="fig" rid="F1">Figure 1A</xref>) for DNA and RNA isolation.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>
<bold>(A)</bold> Biological material for DNA and RNA isolation. We used closely related (offspring of one female) individuals for DNA isolation to minimize variation. <bold>(B)</bold> Snail plot of statistics of the <italic>Ae. j. japonicus</italic> assembly.</p>
</caption>
<graphic xlink:href="fgene-16-1667262-g001.tif">
<alt-text content-type="machine-generated">Diagram with two panels: (A) shows the mosquito rearing for DNA and RNA isolations. Mosquitoes were reared from 100 eggs to the desired stages. The number of individuals per isolation per stage are shown. (B) displays scaffold statistics in a circular graph showing scaffold log10 count, scaffold length, longest scaffold, N50 values and GC content. An inlet shows BUSCO completeness as a pie chart.</alt-text>
</graphic>
</fig>
<p>A pool of five sister species in the adult stage was used for DNA MinION long-read and Illumina short-read sequencing, while a single adult female (another sister) was used for PacBio DNA sequencing. DNA was isolated using the protocol &#x201c;HMW gDNA Extraction from Single Insects&#x201d; (10x Genomics, Pleasanton, CA, United States). The fragment size distributions and DNA concentrations were assessed using TapeStation (Agilent Technologies, Santa Clara, CA, United States) and Qubit Fluorometer measurements using the DNA BR kit (Thermo Fisher Scientific, Waltham, MA, United States).</p>
</sec>
<sec id="s2-2">
<title>2.2 DNA sequencing data</title>
<p>The Illumina sequencing provider (BGI Hong Kong) handed over already filtered, so-called clean reads in eight pairs. These paired-end read files were adapter-trimmed using autotrim 0.6.1 (<xref ref-type="bibr" rid="B60">Waldvogel et al., 2018</xref>) and its dependencies FastQC, Trimmomatic 0.39 (<xref ref-type="bibr" rid="B6">Bolger et al., 2014</xref>), and MultiQC (<xref ref-type="bibr" rid="B17">Ewels et al., 2016</xref>). After a quality-check, one file pair was additionally cropped to 140 bp in length using Trimmomatic 0.39. All trimmed reads were combined into one forward, one reverse (both paired-end), and one unpaired fastq file. Illumina reads were classified in Kraken 2 (paired-end files with the additional option-paired) using a customized database consisting of the Kraken 2 databases &#x201c;bacteria,&#x201d; &#x201c;archaea,&#x201d; &#x201c;human,&#x201d; and &#x201c;UniVec-Core&#x201d;.</p>
<p>MinION library preparation followed the manufacturer&#x2019;s protocol for the 1D-ligation kit (SQK-LSK109) of Oxford Nanopore Technologies (ONT). In total, eight flow cells in three runs were used. ONT-basecalling from fast5 files was conducted with Guppy 3.4.5 (available via registering at <ext-link ext-link-type="uri" xlink:href="https://nanoporetech.com/support">https://nanoporetech.com/support</ext-link>) using default settings and the following specifications: the flowcell ID, the name of the kit used for library preparation (SQK-LSK109), and the device (device auto). For the single female species, one run on the PacBio Sequel II in CCS mode was performed. The Guppy-basecalling includes adapter trimming and Q-score-filtering.</p>
</sec>
<sec id="s2-3">
<title>2.3 RNA sequencing</title>
<p>For RNA extractions, 100 eggs, 15 L2 larvae, eight L4 larvae, four pupae, and two adult male and two adult female species were used (<xref ref-type="fig" rid="F1">Figure 1A</xref>). Tissue samples were collected in TRIzol and extracted using the Zymo RNA Kit (Zymo Research). Eggs, larvae, and pupae were pooled for producing an immature pool. The fragment size distributions and RNA concentrations per pool were assessed using TapeStation (Agilent Technologies) and a Qubit Fluorometer with the Qubit RNA HS kit measurements (Thermo Fisher Scientific). Library construction and sequencing on a BGISEQ-500 Illumina platform were carried out at BGI Hong Kong. Raw RNA Illumina reads were quality-checked and adapter-trimmed using autotrim 0.6.1 (<xref ref-type="bibr" rid="B60">Waldvogel et al., 2018</xref>) and its dependencies FastQC, Trimmomatic 0.39 (<xref ref-type="bibr" rid="B6">Bolger et al., 2014</xref>), and MultiQC (<xref ref-type="bibr" rid="B17">Ewels et al., 2016</xref>). HISAT2 (<xref ref-type="bibr" rid="B29">Kim et al., 2019</xref>) was used to map the RNA sequencing reads to the genome assembly.</p>
</sec>
<sec id="s2-4">
<title>2.4 Mitochondrial genome</title>
<p>Raw PacBio circular consensus sequencing (CCS) reads with adapters were used in NOVOPlasty 4.2 (<xref ref-type="bibr" rid="B14">Dierckxsens et al., 2016</xref>) to assemble the mitochondrion of <italic>Ae. j. japonicus</italic>. For annotations, GeSeq (<xref ref-type="bibr" rid="B56">Tillich et al., 2017</xref>) and MITOS2 Galaxy 2.0.6 (<xref ref-type="bibr" rid="B1">Al Arab et al., 2017</xref>; <xref ref-type="bibr" rid="B15">Donath et al., 2019</xref>) were used. Using Geneious Prime 2021.2.2 (Biomatters Limited), the origin was manually set, the sequence was circularized, and the annotations were curated manually.</p>
</sec>
<sec id="s2-5">
<title>2.5 Genome size estimations</title>
<p>We used two <italic>in silico</italic> genome size estimation methods based on k-mers and read mapping. Jellyfish 2.3.0 (<xref ref-type="bibr" rid="B41">Mar&#xe7;ais and Kingsford, 2011</xref>) was used to count k-mers in the <italic>Ae. j. japonicus</italic> Illumina paired-end reads processed by Kraken 2 v2.0.8 (<xref ref-type="bibr" rid="B64">Wood et al., 2019</xref>), which were returned as unclassified. The online version of GenomeScope 2.0 (<xref ref-type="bibr" rid="B48">Ranallo-Benavidez et al., 2020</xref>) was used to estimate a k-mer-based genome size (<xref ref-type="sec" rid="s12">Supplementary Figure S1</xref>). backmap.pl v0.5 (<xref ref-type="bibr" rid="B50">Schell et al., 2017</xref>; <xref ref-type="bibr" rid="B47">Pfenninger et al., 2022</xref>) (dependencies: bwa 0.7.17-r1188, minimap 2 2.29-r1283, samtools 1.20, qualimap 2.2.1, bedtools 2.28.0, and multiqc 1.9) was used to estimate the fraction of the assembled reads via the mapping rate and for genome size estimation with the ModEst method (<xref ref-type="bibr" rid="B47">Pfenninger et al., 2022</xref>).</p>
<p>Flow cytometry was used as a sequencing-free method for genome size estimation. Genome sizes for <italic>Ae. j. japonicus</italic> and <italic>Ae. koreicus</italic> were estimated following a flow cytometry protocol with propidium iodide-stained nuclei (<xref ref-type="bibr" rid="B20">Hare and Johnston, 2012</xref>) using the modification of the method proposed by <xref ref-type="bibr" rid="B40">M&#xe4;nner et al. (2024)</xref>. We included <italic>Ae. koreicus</italic> here because no flow cytometric genome size estimate exists for this species (<xref ref-type="sec" rid="s12">Supplementary Table S1</xref>). One whole adult mosquito was used per suspension and chopped with a razor blade in a Petri dish. Two adults per species (one male and one female each, collected as sympatrically occurring pupae on the graveyard Wiesbaden&#x2013;Kloppenheim on 27 May 2025, and lab-reared to adults) were measured on three consecutive days to minimize instrumental errors.</p>
</sec>
<sec id="s2-6">
<title>2.6 Genome assembly, scaffolding, and gap closing</title>
<p>A <italic>de novo</italic> genome was assembled with PacBio CCS reads with the Flye 2.8 assembler (<xref ref-type="bibr" rid="B31">Kolmogorov et al., 2019</xref>). We identified the mitochondrial sequence in the Flye assembly using blast 2.10.0 (<xref ref-type="bibr" rid="B2">Altschul et al., 1990</xref>), and the respective contigs (&#x3e;90% target sequence identity and all blast hits per contig &#x3e;70% contig length) were removed to ensure that the mitochondrion was removed but nuclear mitochondrial DNA segments (NUMTs) were retained in the nuclear genome.</p>
<p>Subsequently, several rounds of scaffolding and gap closing were conducted (<xref ref-type="sec" rid="s12">Supplementary Figure S2</xref>): The MinION long reads were used to scaffold the Flye assembly using SLR (<xref ref-type="bibr" rid="B39">Luo, 2014</xref>). TGS-GapCloser 1.0.1 (<xref ref-type="bibr" rid="B65">Xu et al., 2020</xref>) was applied to close gaps by first using the PacBio CCS reads and then the constructed continuous long reads (&#x201c;CLR&#x201d; reads) together with Illumina reads. The latter were used for polishing the newly added &#x201c;CLR&#x201d;-gap sequence inside TGS-GapCloser. &#x201c;CLR&#x201d; reads are all PacBio subreads, which were not involved in the generation of a CCS read. They were filtered for the longest per zero-mode waveguide. After this sequence extension, SSPACE (<xref ref-type="bibr" rid="B5">Boetzer et al., 2011</xref>) was used to re-scaffold using the &#x201c;CLR&#x201d; reads, followed by another two-step gap closing with TGS-GapCloser using CCS reads and &#x201c;CLR&#x201d; and Illumina reads, as described above. This workflow allowed the incorporation of all the generated sequencing data (MinION long reads, Illumina short reads, and PacBio CCS reads) into the genome assembly (<xref ref-type="sec" rid="s12">Supplementary Figure S2</xref>).</p>
<p>Every step of the genome assembly was evaluated regarding quality using QUAST 5.0.2 (<xref ref-type="bibr" rid="B19">Gurevich et al., 2013</xref>) and regarding completeness using BUSCO 5.4.6 with the diptera_odp10 gene set in the genome mode. The process of gap closing and scaffolding (<xref ref-type="sec" rid="s12">Supplementary Figure S2</xref>) was checked to ensure no reduction in the quality of the resulting assembly.</p>
</sec>
<sec id="s2-7">
<title>2.7 Structural annotation</title>
<p>A reference-based annotation of the <italic>Ae. j. japonicus</italic> genome was produced using the GeMoMa 1.9 software (<xref ref-type="bibr" rid="B28">Keilwagen et al., 2019</xref>), own RNA sequencing data, and the <italic>Ae. albopictus</italic> and <italic>Ae. aegypti</italic> annotations for reference (GCF_035046485.1; GCF_002204515.2). The annotation of <italic>Ae. koreicus</italic> (GCA_024533555.2) was additionally included as a third reference in a second GeMoMa run (<xref ref-type="sec" rid="s12">Supplementary Table S3</xref>).</p>
<p>In addition, an annotation with BRAKER 3.0.3 (<xref ref-type="bibr" rid="B53">Stanke et al., 2008</xref>; <xref ref-type="bibr" rid="B36">Li et al., 2009</xref>; <xref ref-type="bibr" rid="B4">Barnett et al., 2011</xref>; <xref ref-type="bibr" rid="B37">Lomsadze et al., 2014</xref>; <xref ref-type="bibr" rid="B9">Buchfink et al., 2015</xref>; <xref ref-type="bibr" rid="B21">Hoff et al., 2016</xref>; <xref ref-type="bibr" rid="B8">Br&#x16f;na et al., 2021</xref>) with RNA sequencing data as evidence was computed.</p>
<p>BRAKER and GeMoMa annotations for <italic>Ae. j. japonicus</italic> were compared regarding contiguity statistics that were calculated with a custom script by author TS (named &#x201c;contiguity statistics&#x201d; in <xref ref-type="table" rid="T1">Table 1</xref>, <xref ref-type="sec" rid="s12">Supplementary Tables S2, S3</xref>) and regarding BUSCO 5.4.6 statistics using the protein sequences as input (<xref ref-type="sec" rid="s12">Supplementary Table S2</xref>). Complete and single-copy BUSCO gene IDs unique to the GeMoMa annotation were extracted and merged with the BRAKER annotation&#x2019;s BUSCO IDs using gff-merge and gff3_to_fasta of the GFF3toolkit 2.1.0 (<xref ref-type="bibr" rid="B11">Chen et al., 2019</xref>). Since the merging did not improve the BRAKER annotation substantially (<xref ref-type="sec" rid="s12">Supplementary Figure S4</xref>; <xref ref-type="sec" rid="s12">Supplementary Table S2</xref>), the latter alone was used for subsequent analyses.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Genome assembly (A) and annotation statistics (B) of selected <italic>Aedes</italic> spp. genomes. Calculations of contiguity statistics by a custom script. CDS: coding exon regions. Total gene space: sum of all nucleotides that are annotated as a gene. Single CDS mRNA: number of mRNAs that only have a single coding exon.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="6" align="left">(A) Assembly statistics</th>
</tr>
<tr>
<th align="left">
<italic>Aedes</italic> species</th>
<th align="left">
<italic>j. japonicus</italic>
<break/>This study</th>
<th align="left">
<italic>japonicus</italic>
<break/>GCA_034211315.2</th>
<th align="left">
<italic>koreicus</italic>
<break/>GCA_024533555.2</th>
<th align="left">
<italic>albopictus</italic>
<break/>GCF_035046485.1</th>
<th align="left">
<italic>aegypti</italic>
<break/>GCF_002204515.2</th>
</tr>
</thead>
<tbody valign="top">
<tr style="background-color:#CCCCCC">
<td colspan="6" align="center">Quast</td>
</tr>
<tr>
<td align="left">No. of scaffolds</td>
<td align="left">6,029</td>
<td align="left">25,235</td>
<td align="left">6,100</td>
<td align="left">1,497</td>
<td align="left">2,310</td>
</tr>
<tr>
<td align="left">Total scaffold length (bp)</td>
<td align="left">1,185,987,502</td>
<td align="left">1,389,713,034</td>
<td align="left">1,100,040,858</td>
<td align="left">1,344,164,507</td>
<td align="left">1,278,732,104</td>
</tr>
<tr>
<td align="left">Scaffold N50 (bp)</td>
<td align="left">712,605</td>
<td align="left">118,241</td>
<td align="left">329,610</td>
<td align="left">450,188,506</td>
<td align="left">409,777,670</td>
</tr>
<tr>
<td align="left">No. of Ns per 100&#xa0;kbp</td>
<td align="left">999.63</td>
<td align="left">199.05</td>
<td align="left">2.82</td>
<td align="left">125.87</td>
<td align="left">1.79</td>
</tr>
<tr>
<td align="left">No. of contigs</td>
<td align="left">6,744</td>
<td align="left">25,703</td>
<td align="left">6,127</td>
<td align="left">6,007</td>
<td align="left">2,539</td>
</tr>
<tr>
<td align="left">Total contig length (bp)</td>
<td align="left">1,174,131,623</td>
<td align="left">1,386,947,059</td>
<td align="left">1,100,009,795</td>
<td align="left">1,342,452,197</td>
<td align="left">1,278,709,169</td>
</tr>
<tr>
<td align="left">Contig N50 (bp)</td>
<td align="left">677,340</td>
<td align="left">112,964</td>
<td align="left">329,031</td>
<td align="left">1,015,000</td>
<td align="left">11,758,062</td>
</tr>
<tr>
<td align="left">GC%</td>
<td align="left">39.44</td>
<td align="left">39.50</td>
<td align="left">39.67</td>
<td align="left">40.33</td>
<td align="left">38.18</td>
</tr>
<tr style="background-color:#CCCCCC">
<td colspan="6" align="center">%BUSCO (n &#x3d; 3,285)</td>
</tr>
<tr>
<td align="left">Complete</td>
<td align="left">92.9</td>
<td align="left">92.4</td>
<td align="left">84.0</td>
<td align="left">95.7</td>
<td align="left">96.7</td>
</tr>
<tr>
<td align="left">Single-copy</td>
<td align="left">83.5</td>
<td align="left">78.8</td>
<td align="left">70.7</td>
<td align="left">90.7</td>
<td align="left">93.4</td>
</tr>
<tr>
<td align="left">Duplicated</td>
<td align="left">9.4</td>
<td align="left">13.6</td>
<td align="left">13.3</td>
<td align="left">5.0</td>
<td align="left">3.3</td>
</tr>
<tr>
<td align="left">Fragmented</td>
<td align="left">1.7</td>
<td align="left">2.4</td>
<td align="left">2.7</td>
<td align="left">1.6</td>
<td align="left">1.6</td>
</tr>
<tr>
<td align="left">Missing</td>
<td align="left">5.4</td>
<td align="left">5.2</td>
<td align="left">13.3</td>
<td align="left">2.7</td>
<td align="left">1.7</td>
</tr>
</tbody>
</table>
<table>
<thead valign="top">
<tr>
<th colspan="5" align="left">(B) Annotation statistics</th>
</tr>
<tr>
<th align="left">
<italic>Aedes</italic> species</th>
<th align="left">
<italic>j. japonicus</italic>
<break/>This study</th>
<th align="left">
<italic>koreicus</italic>
<break/>GCA_024533555.2</th>
<th align="left">
<italic>albopictus</italic>
<break/>GCF_035046485.1</th>
<th align="left">
<italic>aegypti</italic>
<break/>GCF_002204515.2</th>
</tr>
</thead>
<tbody valign="top">
<tr style="background-color:#CCCCCC">
<td colspan="5" align="center">Continuity statistics</td>
</tr>
<tr>
<td align="left">No. of genes</td>
<td align="left">23,878</td>
<td align="left">21,377</td>
<td align="left">23,630</td>
<td align="left">18,293</td>
</tr>
<tr>
<td align="left">No. of mRNA</td>
<td align="left">28,836</td>
<td align="left">22,580</td>
<td align="left">33,058</td>
<td align="left">28,304</td>
</tr>
<tr>
<td align="left">No. of CDS</td>
<td align="left">120,432</td>
<td align="left">87,069</td>
<td align="left">171,395</td>
<td align="left">173,240</td>
</tr>
<tr>
<td align="left">Mean mRNAs/gene</td>
<td align="left">1.21</td>
<td align="left">1.06</td>
<td align="left">1.40</td>
<td align="left">1.55</td>
</tr>
<tr>
<td align="left">Mean CDSs/mRNA</td>
<td align="left">4.18</td>
<td align="left">3.86</td>
<td align="left">5.18</td>
<td align="left">6.12</td>
</tr>
<tr>
<td align="left">Median gene length (bp)</td>
<td align="left">2,027</td>
<td align="left">2,068</td>
<td align="left">4,392</td>
<td align="left">5,172</td>
</tr>
<tr>
<td align="left">Median mRNA length (bp)</td>
<td align="left">2,223</td>
<td align="left">2,081</td>
<td align="left">14,453</td>
<td align="left">29,581</td>
</tr>
<tr>
<td align="left">Median CDS length (bp)</td>
<td align="left">180</td>
<td align="left">217</td>
<td align="left">196</td>
<td align="left">187</td>
</tr>
<tr>
<td align="left">Total gene space (bp)</td>
<td align="left">407,892,850</td>
<td align="left">144,700,806</td>
<td align="left">738,863,314</td>
<td align="left">683,632,137</td>
</tr>
<tr>
<td align="left">Total mRNA space (bp)</td>
<td align="left">407,892,850</td>
<td align="left">144,698,715</td>
<td align="left">702,543,701</td>
<td align="left">669,443,925</td>
</tr>
<tr>
<td align="left">Total CDS space (bp)</td>
<td align="left">28,457,713</td>
<td align="left">24,159,712</td>
<td align="left">38,510,628</td>
<td align="left">24,237,954</td>
</tr>
<tr>
<td align="left">Single CDS mRNA (bp)</td>
<td align="left">4,854</td>
<td align="left">3,931</td>
<td align="left">5,908</td>
<td align="left">2,031</td>
</tr>
<tr style="background-color:#CCCCCC">
<td colspan="5" align="center">%BUSCO (n &#x3d; 3,285)</td>
</tr>
<tr>
<td align="left">Complete</td>
<td align="left">91.4</td>
<td align="left">81.2</td>
<td align="left">98.5</td>
<td align="left">99.4</td>
</tr>
<tr>
<td align="left">Single-copy</td>
<td align="left">62.3</td>
<td align="left">48.7</td>
<td align="left">61.8</td>
<td align="left">60.5</td>
</tr>
<tr>
<td align="left">Duplicated</td>
<td align="left">29.1</td>
<td align="left">32.5</td>
<td align="left">36.7</td>
<td align="left">38.9</td>
</tr>
<tr>
<td align="left">Fragmented</td>
<td align="left">2.8</td>
<td align="left">2.8</td>
<td align="left">0.2</td>
<td align="left">0.2</td>
</tr>
<tr>
<td align="left">Missing</td>
<td align="left">5.8</td>
<td align="left">16.0</td>
<td align="left">1.3</td>
<td align="left">0.4</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-8">
<title>2.8 Functional annotation and detection of integrated virus sequences</title>
<p>InterProScan 5.61.93 (<xref ref-type="bibr" rid="B25">Jones et al., 2014</xref>) with the options [-f tsv -iprlookup -pa -goterms -dp -cpu 54] and blastp 2.14.0 with options [-num_threads 70 -max_hsps 1 -max_target_seqs 1 -outfmt 6] were run against the Swiss-Prot database (<xref ref-type="bibr" rid="B55">The UniProt Consortium et al., 2025</xref>); Pannzer2 web version (<xref ref-type="bibr" rid="B57">T&#xf6;r&#xf6;nen and Holm, 2022</xref>) and GhostKOALA web version (<xref ref-type="bibr" rid="B26">Kanehisa et al., 2016</xref>) were run to functionally annotate the amino acid file of the <italic>Ae. j. japonicus</italic> BRAKER annotation and the annotations of <italic>Ae. albopictus</italic> and <italic>Ae. aegypti</italic> for comparison (<xref ref-type="sec" rid="s12">Supplementary Table S4</xref>; <xref ref-type="sec" rid="s12">Supplementary Figure S5</xref>).</p>
<p>Integration of viral sequences was checked using a published database for endogenous viral elements (<xref ref-type="bibr" rid="B46">Palatini et al. 2020</xref>; their additional file 4) identified (tblastn 2.14.0 with options [-max_hsps 1 -max_target_seqs 1 -outfmt 6]; <xref ref-type="bibr" rid="B2">Altschul et al., 1990</xref>) in the respective <italic>Aedes</italic> amino acid files (<xref ref-type="sec" rid="s12">Supplementary Table S4</xref>; <xref ref-type="sec" rid="s12">Supplementary Figure S5</xref>).</p>
</sec>
</sec>
<sec id="s3">
<title>3 Data analysis</title>
<sec id="s3-1">
<title>3.1 Mitochondrion</title>
<p>The mitochondrial genome is available under the GenBank accession-number MZ566802 and NCBI accession-number NC_081591.1. The total length is 16,848&#xa0;bp. As of 25 June 2025, seven additional complete mitochondrial sequences of the species are available (OP373191.1, OR668893-4.1, PQ588181.1, and PV094741-3.1), generated from mosquitoes originating from Italy, Germany, the Netherlands, and Hawaii, USA. Thus, this is the first <italic>Ae. j. japonicus</italic> mitochondrion from the species&#x2019; native range (Japan).</p>
</sec>
<sec id="s3-2">
<title>3.2 Assembly and genome size estimates</title>
<p>An <italic>Ae. j. japonicus</italic> assembly was obtained with a total length of 1.2&#xa0;Gb, a contig N50 of 677&#xa0;kb, a scaffold N50 of 712&#xa0;kb, and 6,029 scaffolds (<xref ref-type="fig" rid="F1">Figure 1B</xref>; <xref ref-type="table" rid="T1">Table 1A</xref>). The BUSCO protein set was 92.9% complete, with only 1.7% fragmented BUSCOs (<xref ref-type="fig" rid="F1">Figure 1B</xref>). Flow cytometric genome size estimates were 1.3&#xa0;Gb for <italic>Ae. j. japonicus</italic> as well as for <italic>Ae. koreicus</italic> (<xref ref-type="sec" rid="s12">Supplementary Table S1</xref>). The latter is in line with the size of the <italic>Ae. koreicus</italic> genome (1.1&#xa0;Gb; <xref ref-type="sec" rid="s12">Supplementary Table S1</xref>; <xref ref-type="bibr" rid="B45">Nagy et al., 2024</xref>). The k-mer-based estimate of <italic>Ae. j. japonicus</italic> was 695&#xa0;Mb in length, and the mapping-based estimate was the best performing, regarding peak shape, with mapped CCS reads. The mapping-based genome size estimate was 1.2&#xa0;Gb (<xref ref-type="sec" rid="s12">Supplementary Figure S3</xref>). This compilation of genome size estimates can facilitate calculations for genome coverage and sequencing costs for further projects.</p>
</sec>
<sec id="s3-3">
<title>3.3 Structural and functional annotations</title>
<p>The annotation with BRAKER resulted in 23,878 predicted protein-coding genes with a median length of 2,027&#xa0;bp. Protein sequences of the predicted genes showed a BUSCO completeness of 91.4% (<xref ref-type="table" rid="T1">Table 1B</xref>). Among the protein-coding genes, 99% (28,458 genes) could be functionally annotated with at least one of the applied methods, but GO terms could be found for 60% of the sequences (<xref ref-type="sec" rid="s12">Supplementary Table S4</xref>).</p>
</sec>
<sec id="s3-4">
<title>3.4 Comparisons to other <italic>Aedes</italic> genomes</title>
<p>The size of the nuclear genome assembly of <italic>Ae. j. japonicus</italic> is comparable to those of other genomes within <italic>Aedes</italic> (<xref ref-type="sec" rid="s12">Supplementary Table S1</xref>). The <italic>Ae. j. japonicus</italic> assembly has slightly better statistics than the publicly available assembly (GCA_034211315.2) regarding continuity and BUSCO completeness (<xref ref-type="table" rid="T1">Table 1A</xref>). The GC content is the same as in the GCA_034211315.2 assembly and comparable to the sister species <italic>Ae. koreicus</italic> (<xref ref-type="table" rid="T1">Table 1A</xref>). For the three <italic>Aedes</italic> species, a comparable number (60%&#x2013;70%) of integrated virus sequences could be detected (<xref ref-type="sec" rid="s12">Supplementary Table S4</xref>; <xref ref-type="sec" rid="s12">Supplementary Figure S5</xref>). The slightly lower number of viruses that could be recovered in the <italic>Ae. japonicus</italic> annotation is explainable by the lower quality of the scaffold-level <italic>Ae. j. japonicus</italic> genome compared to that of the chromosome-level genomes of <italic>Ae. albopictus</italic> and <italic>Ae. aegypti</italic> or the selection of the input virus database. A biological reason could be the species-specificity of viral integrations.</p>
</sec>
</sec>
<sec id="s4">
<title>4 Dataset usage and availability</title>
<sec id="s4-1">
<title>4.1 Dataset re-use potential</title>
<p>The dataset presented here can be used in subsequent analyses regarding phylogeny, evolution of diapause and invasiveness, adaptation to non-native habitats, and the search for genetic targets of vector control measures. It is the first time that individuals from the native range of <italic>Ae. j. japonicus</italic> were sequenced (nuclear and mitochondrial genomes), allowing comparative studies regarding differences between native and invasive populations of the species. Differences could occur due to the adaptation to the new environment during the invasion process. Important phenotypic traits such as diapause, heat tolerance, or insecticide resistance could be altered during invasion. The dataset presented here also fills a gap of knowledge regarding comparative studies between well-studied primary (<italic>Ae. aegypti</italic> and <italic>Ae. albopictus</italic>) and understudied secondary (<italic>Ae. j. japonicus</italic> and <italic>Ae. koreicus</italic>) vector species regarding their different competences for arboviral transmission.</p>
</sec>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>All datasets are available in publicly accessible repositories: This project was registered under the BioProject number PRJNA1085103 at NCBI <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</ext-link>. The mitochondrial genome is available under GenBank accession-number MZ566802 <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</ext-link>. The genome annotation with the corresponding assembly and the amino acid sequence file can be found at the Goethe University Data Repository (GUDe; <ext-link ext-link-type="uri" xlink:href="https://gude.uni-frankfurt.de/home">https://gude.uni-frankfurt.de/home</ext-link>) under the DOI (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.25716/gude.12xf-dt1&#x002A;">https://doi.org/10.25716/gude.12xf-dt1&#x2a;</ext-link>).</p>
</sec>
<sec sec-type="ethics-statement" id="s6">
<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 the research was carried out with samples of unregulated invertebrate animals (insects).</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>FR: Formal Analysis, Writing &#x2013; original draft, Data curation, Visualization, Conceptualization, Validation, Methodology, Investigation. TS: Writing &#x2013; review and editing, Supervision, Formal Analysis, Methodology, Validation, Software, Visualization, Conceptualization, Data curation. HI: Writing &#x2013; review and editing, Methodology, Investigation. ShK: Supervision, Writing &#x2013; review and editing, Resources. SvK: Funding acquisition, Resources, Writing &#x2013; review and editing. RM: Resources, Writing &#x2013; review and editing, Funding acquisition. MP: Resources, Writing &#x2013; review and editing, Supervision, Funding acquisition. JK: Conceptualization, Writing &#x2013; review and editing, Project administration, Visualization, Supervision.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. The present study was supported by the Center for Translational Biodiversity Genomics (LOEWE-TBG) through the program &#x2018;LOEWE-Landes-Offensive zur Entwicklung Wissenschaftlich-&#xf6;konomischer Exzellenz&#x2019; of Hesse&#x2019;s Ministry of Higher Education, Research, and Arts. This work was supported by the Hessian Center on Climate Change and Adaptation (FZK) of the Hessian Agency for Nature Conservation, Environment, and Geology (HLNUG). The publication of this article was funded by the Open Access Publication Fund of Goethe University Frankfurt am Main.</p>
</sec>
<ack>
<p>The authors thank Charlotte Gerheim for flow cytometric measurements, Damian Baranski for help with DNA MinION long-read runs, and Carola Greve for supervision and logistical support (all associated with Senckenberg Research Institute, Lab Center for Biodiversity Genomics, Frankfurt, Germany).</p>
</ack>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s10">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="s11">
<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 sec-type="supplementary-material" id="s12">
<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/fgene.2025.1667262/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fgene.2025.1667262/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Supplementaryfile1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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