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<journal-id journal-id-type="publisher-id">Front. Ecol. Evol.</journal-id>
<journal-title>Frontiers in Ecology and Evolution</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Ecol. Evol.</abbrev-journal-title>
<issn pub-type="epub">2296-701X</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="doi">10.3389/fevo.2025.1518714</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Data Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Complete mitochondrial genomes of the Eastern lowland olingo (<italic>Bassaricyon alleni</italic>), ringtail (<italic>Bassariscus astutus</italic>), white-nosed coati (<italic>Nasua narica</italic>), and crab-eating raccoon (<italic>Procyon cancrivorus</italic>) elucidate the phylogeny of the Procyonidae</article-title>
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<contrib contrib-type="author" equal-contrib="yes" corresp="yes">
<name>
<surname>Willis</surname>
<given-names>Heather R.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
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<surname>Sosale</surname>
<given-names>Medhini S.</given-names>
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<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
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<contrib contrib-type="author">
<name>
<surname>Edwards</surname>
<given-names>Cody W.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
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<xref ref-type="aff" rid="aff5">
<sup>5</sup>
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<contrib contrib-type="author">
<name>
<surname>Figueir&#xf3;</surname>
<given-names>Henrique V.</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
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<contrib contrib-type="author">
<name>
<surname>Zhuk</surname>
<given-names>Anna</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
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<contrib contrib-type="author">
<name>
<surname>Koepfli</surname>
<given-names>Klaus-Peter</given-names>
</name>
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<sup>4</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>School of Systems Biology, George Mason University</institution>, <addr-line>Fairfax, VA</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Reproductive Science, Smithsonian&#x2019;s National Zoo and Conservation Biology Institute</institution>, <addr-line>Front Royal, VA</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Bioengineering, Volgenau School of Engineering, George Mason University</institution>, <addr-line>Fairfax, VA</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Smithsonian-Mason School of Conservation, George Mason University</institution>, <addr-line>Front Royal, VA</addr-line>, <country>United States</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Biology, George Mason University</institution>, <addr-line>Fairfax, VA</addr-line>, <country>United States</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Environmental Genomics Group, Vale Institute of Technology</institution>, <addr-line>Bel&#xe9;m</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Institute of Applied Computer Science, ITMO University</institution>, <addr-line>St. Petersburg</addr-line>, <country>Russia</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Laboratory of Amyloid Biology, St. Petersburg State University</institution>, <addr-line>St. Petersburg</addr-line>, <country>Russia</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Fangluan Gao, Fujian Agriculture and Forestry University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Sergio F. Nigenda-Morales, National Polytechnic Institute of Mexico (CINVESTAV), Mexico</p>
<p>Jun Deng, Fujian Agriculture and Forestry University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Heather R. Willis, <email xlink:href="mailto:hwillis2@gmu.edu">hwillis2@gmu.edu</email>; Medhini S. Sosale, <email xlink:href="mailto:medhini.sosale@gmail.com">medhini.sosale@gmail.com</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work and share first authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>02</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1518714</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>01</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Willis, Sosale, Edwards, Figueir&#xf3;, Zhuk and Koepfli</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Willis, Sosale, Edwards, Figueir&#xf3;, Zhuk and Koepfli</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>procyonidae</kwd>
<kwd>mitogenomes</kwd>
<kwd>genome skimming</kwd>
<kwd>phylogeny</kwd>
<kwd>systematics</kwd>
<kwd>olinguito</kwd>
<kwd>cacomistle</kwd>
<kwd>vouchers</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="43"/>
<page-count count="8"/>
<word-count count="3501"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Phylogenetics, Phylogenomics, and Systematics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Fourteen morphologically diverse small American mesocarnivores form the family Procyonidae, one of the sixteen comprising the mammalian order Carnivora (<xref ref-type="bibr" rid="B15">Helgen et&#xa0;al., 2013</xref>). Procyonids fall within the suborder Caniformia, infraorder Arctoidea, superclass Musteloidea; the latter also includes families Mephitidae (skunks and stink badgers), Ailuridae (red pandas), and Mustelidae (badgers, martens, weasels, and otters) (<xref ref-type="bibr" rid="B11">Hassanin et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B42">Wozencraft, 2005</xref>). The best-known procyonids are the charismatic food-washing masked bandits, the raccoons (genus <italic>Procyon</italic>). Other procyonids, however, include the solitary, monochromatic, arboreal olingos (genus <italic>Bassaricyon</italic>); the ringtail and cacomistle, nocturnal, opportunistic omnivores with striking black-and-white ringed tails (genus <italic>Bassariscus</italic>); the social, ground-dwelling coatis (genus <italic>Nasua</italic>) and mountain coatis (genus <italic>Nasuella</italic>); and the arboreal kinkajou (genus <italic>Potos</italic>) (<xref ref-type="bibr" rid="B18">Hunter and Barrett, 2018</xref>). According to the IUCN Red List of Threatened Species, <italic>Procyon pygmaeus</italic> and <italic>Nasuella meridensis</italic> are Critically Endangered and Endangered, respectively (<xref ref-type="bibr" rid="B5">Cuar&#xf3;n et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B9">Gonzalez-Maya and Arias-Alzate, 2016</xref>), while <italic>Bassaricyon neblina</italic> and <italic>Nasuella olivacea</italic> are categorized as Near Threatened (<xref ref-type="bibr" rid="B10">Gonzalez-Maya et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B14">Helgen et&#xa0;al., 2020</xref>). The other 10 species of procyonids are categorized as Least Concern, but except for the northern raccoon, these species&#x2019; population sizes are trending downward, raising concern for their long-term conservation.</p>
<p>During the last two decades, studies based on DNA sequences have clarified the systematics of the Procyonidae, revealing a pattern of evolutionary relationships at odds with expectations based on morphological characters (<xref ref-type="bibr" rid="B25">Koepfli et&#xa0;al., 2007</xref>). DNA-based studies consistently support a topology that groups <italic>Bassaricyon</italic>, <italic>Nasua</italic>, and <italic>Nasuella</italic> in one clade, <italic>Bassariscus</italic> and <italic>Procyon</italic> in another clade, and <italic>Potos</italic> as a distinct basal lineage, although morphology would suggest groupings of <italic>Bassaricyon + Potos</italic> and <italic>Nasua + Procyon</italic> (<xref ref-type="bibr" rid="B8">Eizirik et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B11">Hassanin et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B25">Koepfli et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B26">Law et&#xa0;al., 2018</xref>). The procyonids continue to undergo taxonomic revision, including the discovery of the olinguito (<italic>Bassaricyon neblina</italic>) in 2013, uncertainty about the species status of the coati found on Cozumel Island, Mexico (<xref ref-type="bibr" rid="B19">Jaramillo and Ruiz-Garc&#xed;a, 2022</xref>; <xref ref-type="bibr" rid="B40">Valenzuela-Galv&#xe1;n et&#xa0;al., 2023</xref>), and repeated calls to synonymize the genera <italic>Nasua</italic> and <italic>Nasuella</italic> (<xref ref-type="bibr" rid="B15">Helgen et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B19">Jaramillo and Ruiz-Garc&#xed;a, 2022</xref>; <xref ref-type="bibr" rid="B30">Nigenda-Morales et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B33">Ruiz-Garc&#xed;a et&#xa0;al., 2021</xref>). Thus, more attention to evaluating phylogenetic relationships within this complex clade is appropriate.</p>
<p>Phylogenetic relationships can be elucidated relatively quickly using mitochondrial DNA, or mtDNA. mtDNA is haploid, considerably smaller than nuclear genomes, and exhibits a high rate of DNA substitution, making it a good benchmark for inferring phylogenetic relationships among and within species (<xref ref-type="bibr" rid="B28">Moritz et&#xa0;al., 1987</xref>). Though partial or complete sequences from individual mitochondrial genes are sometimes used for phylogenetic inference, whole mitochondrial genomes, or mitogenomes, are considered more informative (<xref ref-type="bibr" rid="B2">Boore et&#xa0;al., 2005</xref>). Due to their high copy number in the mitochondria of cells, mitogenomes can be assembled relatively easily and inexpensively from low coverage (&#x2264;5x) high-throughput sequencing data, an approach known as genome skimming (<xref ref-type="bibr" rid="B16">Hoban et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B38">Trevisan et&#xa0;al., 2019</xref>). This approach is growing in popularity for resolving systematic relationships (e.g., <xref ref-type="bibr" rid="B32">Quattrini et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B36">Taite et&#xa0;al., 2023</xref>). To date, complete mitogenomes of only four procyonid species have been deposited into NCBI&#x2019;s GenBank database: northern raccoon, <italic>Procyon lotor</italic> (AB297804, AB291073, CM027276, MT410951); northern olingo, <italic>Bassaricyon gabbii</italic> (ON704723); South American coati, <italic>Nasua nasua</italic> (HM106331); and kinkajou, <italic>Potos flavus</italic> (MW257234). Complete mitogenomes of species such as white-nosed coati (<italic>Nasua narica</italic>) and western mountain coati (<italic>Nasuella olivacea)</italic> have, however, been reported in several studies but not deposited into public sequence databases (<xref ref-type="bibr" rid="B11">Hassanin et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B19">Jaramillo and Ruiz-Garc&#xed;a, 2022</xref>; <xref ref-type="bibr" rid="B39">Tsuchiya, 2017</xref>).</p>
<p>To address this paucity of publicly available procyonid mitogenomes, we report new annotated mitochondrial genome assemblies generated with genome skimming for the following species: eastern lowland olingo (<italic>Bassaricyon alleni</italic>), ringtail (<italic>Bassariscus astutus</italic>), white-nosed coati (<italic>Nasua narica</italic>), and crab-eating raccoon (<italic>Procyon cancrivorus</italic>). We also assembled and annotated complete mitogenomes of the olinguito (<italic>Bassaricyon neblina</italic>) and the little-known cacomistle (<italic>Bassariscus sumichrasti</italic>) using short-read sequencing data generated by <xref ref-type="bibr" rid="B12">Hawkins et&#xa0;al. (2016)</xref>. These mitogenomes were used to develop an updated phylogeny, which was supplemented by a broader phylogenetic analysis of just the cytochrome <italic>b</italic> gene. Using the newly annotated complete mitogenomes, we were also able to infer sequence distances and codon usage bias in relation to previously available mitogenomes of procyonid species.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<p>Frozen tissue samples used to generate the new mitogenomes reported in this study were obtained from vouchered specimens deposited at the Museum of Southwestern Biology, University of New Mexico, New Mexico, USA (<italic>Nasua narica</italic>, <italic>Procyon cancrivorus</italic>) and the Museum of Vertebrate Zoology, University of California, Berkeley, California, USA (<italic>Bassaricyon alleni</italic>, <italic>Bassariscus astutus</italic>). Details about the sampled specimens, including their geographic origin, are found in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>.</p>
<p>DNA extraction, library preparation, and sequencing were conducted at Psomagen, Inc. (Rockville, MD). The Mag-Bind Blood and Tissue Kit (Omega Bio-Tek Inc., Norcross, GA) was used for genomic DNA extraction, after which concentration was estimated with the Picogreen and Victor X2 fluorometry assay (Life Technologies, Carlsbad, CA) and quality was checked with an Agilent 4200 Tapestation (Agilent Technologies, Santa Clara, CA) and 1% agarose gel electrophoresis. A Covaris S220 ultrasonicator (Woburn, MA) was used to shear genomic DNA; fragments of ~350bp were enriched, and the TruSeq DNA PCR-free library kit (Illumina, San Diego, CA) was used to prepare a genomic library for each sample. Libraries were quality checked using an Agilent 4200 Tapestation and a Lightcycler quantitative PCR assay (Roche Life Science, St. Louis, MO). An Illumina NovaSeq 6000 instrument was used to paired-end sequence (2 x 150 bp) each library to a depth of 5x.</p>
<p>The FASTQ files from <italic>Bassaricyon alleni</italic>, <italic>Nasua narica</italic>, <italic>Procyon cancrivorus, Bassaricyon neblina</italic> (SRR2103277), and <italic>Bassariscus sumichrasti</italic> (SRR2104917) were trimmed with AdapterRemoval (<xref ref-type="bibr" rid="B27">Lindgreen, 2012</xref>) using default settings. The mitogenomes were assembled with GetOrganelle v1.7.7.1 (<xref ref-type="bibr" rid="B21">Jin et&#xa0;al., 2020</xref>) using the following parameter settings: 10 extending rounds, the `animal_mt` reference database, SPAdes assembler (<xref ref-type="bibr" rid="B31">Prjibelski et&#xa0;al., 2020</xref>), k-mer values 21, 45, 65, 85, and 105, and automatic word size estimation. <italic>Bassaricyon neblina</italic> and <italic>Bassariscus sumichrasti</italic> were assembled with seed sequence <italic>Bassaricyon gabbii</italic> (ON704723) and <italic>Procyon lotor</italic> (AB291073), respectively. Reads from <italic>Bassariscus astutus</italic> were cleaned with fastp v0.22.0 `detect_adapter_for_pe -l 30 -q 20 &#x2013;overrepresentation_analysis` (<xref ref-type="bibr" rid="B4">Chen, 2023</xref>) and assembled with GetOrganelle v1.7.7.1, using k-mer values 21, 55, 85, and 115 and seed sequences <italic>Procyon lotor</italic> (NC_009126.1), <italic>Potos flavus</italic> (NC_053977.1, CM027365.1), <italic>Bassaricyon gabbii</italic> (NC_066722.1), and <italic>Nasua nasua</italic> (HM106331.1). All mitogenomes were annotated with MITOS2 (<xref ref-type="bibr" rid="B7">Donath et&#xa0;al., 2019</xref>) using the RefSeq 89 Metazoa database and genetic code 2.</p>
<p>The six mitogenomes assembled were aligned with four previously published procyonid mitogenomes downloaded from the NCBI GenBank database: ON704723 (<italic>Bassaricyon gabbii</italic>), AB291073 (<italic>Procyon lotor</italic>), HM106331 (<italic>Nasua nasua</italic>), and MW257234 (<italic>Potos flavus</italic>). For outgroups, we included one species from Mephitidae, <italic>Mephitis mephitis</italic> (HM106332), one species from Ailuridae, <italic>Ailurus fulgens</italic> (MK886830), and two species from Mustelidae, <italic>Mellivora capensis</italic> (MW257239) and <italic>Lutra lutra</italic> (MW573979), for a total alignment of 14 mitogenomes from distinct species. We aligned these sequences using the MAFFT v7.450 plugin in Geneious Prime 2023.1.1 with default settings: algorithm &#x201c;Auto&#x201d;, scoring matrix PAM200 with k = 2, gap open penalty = 1.53, and offset value = 0.123 (<xref ref-type="bibr" rid="B22">Katoh and Standley, 2013</xref>). The control region was trimmed due to poor alignment within the tandem repeat regions, resulting in a final alignment length of 15,541bp, which included sequences of 13 protein-coding genes (PCGs), 2 rRNAs and 22 tRNAs. We constructed a maximum-likelihood phylogeny with the RAxML version 8.2.11 (<xref ref-type="bibr" rid="B34">Stamatakis, 2014</xref>) plugin in Geneious Prime 2023.1.1 using the rapid hill-climbing algorithm, applying 1000 bootstrap replicates to evaluate node support. For both analyses, we used the GTR+GAMMA nucleotide substitution model, as this is one of the four applicable models in RAxML, and because our alignment contains a relatively small number of taxa, such that the alpha parameter of the gamma distribution sufficiently accounts for among-site rate heterogeneity (<xref ref-type="bibr" rid="B43">Yang, 2006</xref>).</p>
<p>We also constructed a Bayesian phylogeny using the MrBayes 3.2.6 (<xref ref-type="bibr" rid="B17">Huelsenbeck and Ronquist, 2001</xref>) plugin in Geneious Prime 2024.0.7 with default settings (chain length = 10<sup>7</sup>, subsampling frequency = 10<sup>3</sup>, heated chains = 4, heated chain temperature = 0.2, burn-in length = 10<sup>3</sup>), the GTR+GAMMA substitution model, and designating <italic>Ailurus fulgens</italic> as the outgroup in the full mitogenome alignment.</p>
<p>To incorporate a more complete taxon set, we generated an additional phylogeny using only sequences of the cytochrome <italic>b</italic> (CYTB) gene. We extracted these sequences from all the complete mitogenomes used in our initial phylogeny except for <italic>A. fulgens</italic> and <italic>M. mephitis</italic>, which were removed to prevent error from long branch attraction. Additionally, we downloaded 25 <italic>CYTB</italic> sequences from GenBank, representing all procyonid species in our complete mitogenome phylogeny as well as <italic>Nasuella olivacea</italic>, <italic>Bassaricyon medius</italic>, and <italic>Bassaricyon beddardi</italic>, which has now been synonymized with <italic>Bassaricyon alleni</italic> (<xref ref-type="bibr" rid="B15">Helgen et&#xa0;al., 2013</xref>). Ultimately, our sample set for this analysis included one sample each for two outgroup species (<italic>M. capensis</italic> and <italic>L. lutra</italic>), <italic>B. neblina</italic>, <italic>B. neblina neblina</italic>, <italic>B. beddardi</italic>, two samples each for <italic>B. astutus</italic>, <italic>B. sumichrasti</italic>, <italic>N. olivacea</italic>, <italic>B. gabbii</italic>, <italic>B. alleni</italic>, and <italic>B. medius medius</italic>, three samples each for <italic>P. cancrivorus</italic>, <italic>P. lotor</italic>, <italic>N. narica</italic>, and <italic>N. nasua</italic>, and four samples each for <italic>P. flavus</italic> and <italic>B. medius orinomus</italic>, for a total of 37 sequences. We aligned these sequences using the same methods as the complete mitogenome and trimmed the resulting alignment to 1,140 bp. We then used the same RAxML and MrBayes settings as described above for the mitogenome alignment, including the GTR+GAMMA substitution model, to generate maximum-likelihood and Bayesian inference phylogenies from this alignment and evaluated node support with 1000 bootstrap replicates (RAxML) and posterior probabilities (MrBayes).</p>
<p>We estimated the absolute number of pairwise differences (<italic>p</italic>-distances) between procyonid taxa in the trimmed mitogenome alignment with MEGA 11.0.10 (<xref ref-type="bibr" rid="B37">Tamura et&#xa0;al., 2021</xref>) using the following settings: Variance Estimation Method: None, Substitutions Type: Nucleotide, Model/Method: No. of differences, Substitutions to Include: d: Transitions + Transversions, Rates among Sites: Uniform Rates, Pattern among Lineages: Same (Homogeneous), Gaps/Missing Data Treatment: Pairwise deletion. We repeated the analysis with a Kimura two-parameter model (<xref ref-type="bibr" rid="B23">Kimura, 1980</xref>), which accounts for different substitution rates between transitions and transversions. Settings were identical to those described above, except the Model/Method setting was changed to &#x201c;Kimura 2-parameter model.&#x201d;</p>
<p>To test for differences in codon usage in the 13 PCGs, protein-coding sequences from each procyonid mitogenome (except <italic>Bassariscus sumichrasti</italic>, which was done by hand due to technical difficulties) were concatenated with a homemade Python script, which is available upon request. Each concatenated sequence was analyzed with the Codon Usage calculator in the Sequence Manipulation Suite (<xref ref-type="bibr" rid="B35">Stothard, 2000</xref>) under the vertebrate mitochondrial genetic code.</p>
</sec>
<sec id="s3">
<title>Data description</title>
<p>We assembled and annotated full mitogenomes for six procyonid species: Eastern lowland olingo (<italic>Bassaricyon alleni</italic>), olinguito (<italic>Bassaricyon neblina</italic>), ringtail (<italic>Bassariscus astutus</italic>), cacomistle (<italic>Bassariscus sumichrasti</italic>), white-nosed coati (<italic>Nasua narica</italic>), and crab-eating raccoon (<italic>Procyon cancrivorus</italic>) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The coverage and lengths of the mitogenomes varied between 627 &#x2013; 6758.1x and 16,486 &#x2013; 16,653 bp, respectively (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>). These lengths were consistent with those of previously published procyonid mitogenomes, which range from 16,388 &#x2013; 16,600 bp. Each mitogenome contained the standard set of vertebrate mitochondrial genes, with 13 protein-coding genes, 22 tRNAs, 2 rRNAs, two origins of replication, and a control region, arranged in the order typical for therian mammals (<xref ref-type="bibr" rid="B24">Kocher et&#xa0;al., 1989</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>The six newly generated mitogenomes: <bold>(A)</bold> <italic>Bassaricyon alleni</italic>; <bold>(B)</bold> <italic>Bassaricyon neblina</italic>; <bold>(C)</bold> <italic>Bassariscus sumichrasti</italic>; <bold>(D)</bold> <italic>Bassariscus astutus</italic>; <bold>(E)</bold> <italic>Nasua narica</italic>; <bold>(F)</bold> <italic>Procyon cancrivorus</italic>. Black outer rings show the relative nucleotide position of each gene in the mitogenomes. Inner rings are colored according to the annotated features: protein-coding genes (green), ribosomal RNAs (red), transfer RNAs (pink), control region (orange), light strand and heavy strand origins of replication (blue). Arrowed bars indicate transcription on either the plus strand (clockwise arrows) or minus strand (counterclockwise arrows). Source: <bold>(A)</bold> Photo 37986455 copyright MaoMorning Yip (<uri xlink:href="https://www.inaturalist.org/photos/37986455">https://www.inaturalist.org/photos/37986455</uri>), licensed under  <uri xlink:href="https://creativecommons.org/licenses/by-nc/4.0/">CC BY-NC</uri>; <bold>(B)</bold> Olinguito (<italic>Bassaricyon neblina</italic>) copyright blackdogto (<uri xlink:href="https://www.inaturalist.org/observations/92111781">https://www.inaturalist.org/observations/92111781</uri>), licensed under  <uri xlink:href="https://creativecommons.org/licenses/by-nc/4.0/">CC BY-NC</uri>; <bold>(C)</bold> Southern California Ringtail (<italic>Bassariscus astutus</italic> ssp. Octavus) copyright a-geoman (<uri xlink:href="https://www.inaturalist.org/observations/149483825">https://www.inaturalist.org/observations/149483825</uri>), licensed under  <uri xlink:href="https://creativecommons.org/licenses/by-nc/4.0/">CC BY-NC</uri>; <bold>(D)</bold> Cacomistle (<italic>Bassariscus sumichrasti</italic>) copyright jensanford (<uri xlink:href="https://www.inaturalist.org/observations/154347289">https://www.inaturalist.org/observations/154347289</uri>), licensed under <uri xlink:href="https://creativecommons.org/licenses/by-nc/4.0/">CC BY-NC</uri>; <bold>(E)</bold> Photo 346763147 by Zygy (<uri xlink:href="https://www.inaturalist.org/photos/346763147">https://www.inaturalist.org/photos/346763147</uri>), public domain; <bold>(F)</bold> Crab-eating Raccoon (<italic>Procyon cancrivorus</italic>) copyright atdahl (<uri xlink:href="https://www.inaturalist.org/observations/196664383">https://www.inaturalist.org/observations/196664383</uri>), licensed under <uri xlink:href="https://creativecommons.org/licenses/by-nc/4.0/">CC BY-NC</uri>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1518714-g001.tif"/>
</fig>
<p>Maximum-likelihood and Bayesian inference phylogenetic analysis of the 15,541 bp alignment yielded a tree in which <italic>Bassaricyon</italic> and <italic>Nasua</italic>, the olingos and coatis, formed one clade, while <italic>Bassariscus</italic> and <italic>Procyon</italic>, the ringtail, cacomistle, and raccoons, formed a second clade (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1</bold>
</xref>). The kinkajou (<italic>Potos flavus</italic>) was basal to these groupings. All labeled nodes had a bootstrap and posterior probability support of 100% and 1.0, respectively. This phylogeny is generally concordant with the relationships inferred in previous studies using partitioned supermatrices of mitochondrial and nuclear DNA sequences (<xref ref-type="bibr" rid="B25">Koepfli et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B8">Eizirik et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B15">Helgen et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B26">Law et&#xa0;al., 2018</xref>). The same groupings appear in the maximum likelihood and Bayesian inference <italic>CYTB</italic> trees (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S2</bold>
</xref>), with two major exceptions. First, the kinkajou clade is positioned as the sister lineage to the clade containing the coatis and olingos (<italic>Nasua</italic>, <italic>Nasuella</italic>, and <italic>Bassaricyon</italic>) rather than basal to the raccoon+ringtail+cacomistle and coati+olingo clades. However, this deep node only had a 59% bootstrap and 0.89 posterior probability support, respectively. Second, the two species of <italic>Bassariscus</italic> are paraphyletic, with the cacomistle sister to the clade containing the two species of <italic>Procyon</italic>. The node uniting <italic>B. sumichrasti</italic> with <italic>P. cancrivorus</italic>+<italic>P. lotor</italic> had a bootstrap support of 42% and a posterior probability support of 0.51, suggesting this grouping is unstable.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Phylogenetic trees generated with RAxML. <bold>(A)</bold> tree based on whole mitogenome alignment (15,541 bp), with 10 procyonid species and 4 outgroups; <bold>(B)</bold> tree based on cytochrome <italic>b</italic> gene (1140 bp), with 12 procyonid species and 2 outgroups. Note the placement of <italic>Bassaricyon gabbii</italic> (ON704723) in a clade containing two sequences of <italic>Bassaricyon neblina</italic> obtained from vouchered museum specimens in the cytochrome <italic>b</italic> tree. Newly generated mitogenomes (or <italic>CYTB</italic> genes from new mitogenomes) are indicated in bold.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1518714-g002.tif"/>
</fig>
<p>The sole deviation from previous phylogenies in the complete mitogenome tree is the placement of <italic>Bassaricyon neblina</italic>. In <xref ref-type="bibr" rid="B15">Helgen et&#xa0;al. (2013)</xref>, based on a combination of the complete cytochrome <italic>b</italic> (<italic>CYTB</italic>) gene and a nuclear intron of the <italic>CHRNA1</italic> gene, <italic>B. neblina</italic> was placed basal to all other olingo species, while our phylogeny places <italic>B. neblina</italic> sister to <italic>B. gabbii</italic>, with <italic>B. alleni</italic> basal to both. Moreover, based on Kimura 2-Parameter distances among the <italic>CYTB</italic> sequences, <italic>B. neblina</italic> showed a 9-11% sequence divergence from other olingo taxa in <xref ref-type="bibr" rid="B15">Helgen et&#xa0;al., 2013</xref>. The sequence divergence, however, between the <italic>B. neblina</italic> mitogenome assembled in this study and the <italic>B. gabbii</italic> assembled by <xref ref-type="bibr" rid="B41">Winter et&#xa0;al. (2023)</xref> is only 0.966%, while <italic>B. alleni</italic>&#x2019;s <italic>p</italic>-distances from <italic>B. neblina</italic> and <italic>B. gabbii</italic> are 7.44% and 7.37%, respectively.</p>
<p>Thus, our results strongly suggest that the mitogenome of <italic>B. gabbii</italic> reported by <xref ref-type="bibr" rid="B41">Winter et&#xa0;al. (2023)</xref> instead likely represents <italic>B. neblina.</italic> Our <italic>CYTB</italic> tree supports this assertion: this <italic>B. gabbii</italic> (ON704723) groups with our assembled <italic>B. neblina</italic> sequence (PQ424047) and with EF107709, another <italic>B. neblina CYTB</italic> sequence (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure SX</bold>
</xref>). These three are basal to all other olingos, including JX948744, a taxonomically verified <italic>B. gabbii</italic> sequence that occupies its own branch, separate from ON704723. The <italic>B. gabbii</italic> mitogenome from <xref ref-type="bibr" rid="B41">Winter et&#xa0;al. (2023)</xref> was derived from a cell culture with no information about the origin or source of the culture. This misidentification emphasizes the importance of reference genome resources being tied to vouchered specimens that have been taxonomically verified (<xref ref-type="bibr" rid="B3">Buckner et&#xa0;al., 2021</xref>).</p>
<p>In addition, the <italic>CYTB</italic> gene tree includes a sequence downloaded from GenBank (KX756273) and identified as <italic>Bassaricyon beddardi</italic> in <xref ref-type="bibr" rid="B29">Nascimento et&#xa0;al. (2017)</xref>, which is nested among two <italic>B. alleni</italic> sequences, including the one from which we assembled the complete mitogenome (PP990717). However, <xref ref-type="bibr" rid="B15">Helgen et&#xa0;al. (2013)</xref> concluded that <italic>B. beddardi</italic> should be regarded as a synonym of <italic>B. alleni</italic>, based on the limited molecular and morphological differences between these taxa. Therefore, according to our data, <italic>B. alleni</italic> is a monophyletic species.</p>
<p>Intergeneric Kimura 2-Parameter distances between whole mitogenomes averaged 18.5%, ranging from 12.9% (<italic>B. sumichrasti</italic> versus <italic>P. cancrivorus</italic>) to 20.6% (<italic>N. narica</italic> versus <italic>P. flavus</italic>) &#x2013; 1785 to 2708 base pairs different (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S3</bold>
</xref>). Intrageneric distances range from 7.37-13.6%, averaging 9.7%. The highest intrageneric distance was observed between the two <italic>Nasua</italic> species at 13.6% (1864 base pairs different), while the lowest was found between <italic>Bassaricyon alleni</italic> and <italic>B. gabbii</italic>, at 7.37% (1064 base pairs different).</p>
<p>The codon usage results show a significant bias in favor of codons ending with pyrimidines (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S4</bold>
</xref>), which is common among mammalian mitogenomes (<xref ref-type="bibr" rid="B20">Jia and Higgs, 2008</xref>). Although the preferred codon of a synonymous set is usually the same across the family, the magnitude of this preference varies considerably even within genera. For example, both <italic>Nasua narica</italic> and <italic>Nasua nasua</italic> prefer TGC for cysteine, but <italic>N. nasua</italic> uses this codon 75% of the time, while <italic>N. narica</italic> uses it only 58% of the time. <italic>N. narica</italic> consistently shows the least extreme bias, while <italic>B. neblina</italic> and <italic>B. gabbii</italic> frequently show the most extreme bias. These latter two mitogenomes have a highly similar codon usage profile, with an average difference of 0.6% between them. <italic>Bassaricyon</italic> spp. codon bias is 7-8% different from any other genus, while the other genera, regardless of phylogenetic distance, differ from each other by 4-6%. <italic>B. sumichrasti</italic> codon bias seems more closely correlated with that of <italic>P. cancrivorus</italic> than that of <italic>B. astutus</italic>: <italic>P. cancrivorus</italic> and <italic>B. sumichrasti</italic> have on average 2.8% difference in codon usage, while <italic>B. astutus</italic> and <italic>B. sumichrasti</italic> have on average 3.9% difference. These results show that similarities or differences in codon use bias do not correlate overall with species relatedness.</p>
<p>Our findings add context to prior knowledge of the evolutionary history of Procyonidae in the Americas and reveal the contribution of mitochondrial genomes in elucidating the relationships among species in this family. For instance, prior work that relied on morphological (teeth) and ecological (habitat type) data to separate these species suggested phylogenies that grouped <italic>Bassaricyon</italic> with <italic>Potos</italic> (both arboreal species that largely consume fruit) and grouped <italic>Bassariscus</italic> with a subclade containing both <italic>Nasua</italic> and <italic>Procyon</italic> (both omnivorous and terrestrial species) (<xref ref-type="bibr" rid="B1">Baskin, 2004</xref>; <xref ref-type="bibr" rid="B6">Decker and Wozencraft, 1991</xref>). These groupings are also reflective of coat patterns, as the latter group often demonstrates distinctive facial and tail markings not observed in the former (<xref ref-type="bibr" rid="B25">Koepfli et&#xa0;al., 2007</xref>). However, more recent research that used both partial mitogenomes and segments of nuclear genomes suggests that the phylogeny of the Procyonidae more closely resembles the topology we present in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref> (<xref ref-type="bibr" rid="B8">Eizirik et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B25">Koepfli et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B26">Law et&#xa0;al., 2018</xref>) and does not agree with expected relationships based on morphology. In fact, the topologies based on DNA sequence data consistently suggest that <italic>Potos</italic> was the first species to diverge whereas the morphologically dissimilar taxa <italic>Bassaricyon + Nasua</italic> and <italic>Bassariscus + Procyon</italic> each comprise separate clades. This result indicates that classification via ecology and morphology should be supplemented by genetic studies. This information not only confirms evolutionary relationships but also helps detect phylogenetic errors that may arise from poor selection of morphological traits on which to base classifications.</p>
<p>Our dataset more than doubles the mitogenome resources available for the Procyonidae. Although two of the six mitogenomes we assembled have been previously reported, this study is the first to make this data publicly available. Our mitogenome analysis includes all procyonid genera except <italic>Nasuella</italic>, the mountain coatis. Recent papers, however, show that the genus <italic>Nasuella</italic> phylogenetically nests within <italic>Nasua</italic> (<xref ref-type="bibr" rid="B13">Helgen et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B19">Jaramillo and Ruiz-Garc&#xed;a, 2022</xref>; <xref ref-type="bibr" rid="B30">Nigenda-Morales et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B33">Ruiz-Garc&#xed;a et&#xa0;al., 2021</xref>), suggesting that <italic>Nasuella</italic> should be synonymized with <italic>Nasua</italic>. Since ON704723 appears to come from an olinguito, five species without full mitogenomes remain: the northern olingo (<italic>Bassaricyon gabbii</italic>), the western lowland olingo (<italic>Bassaricyon medius</italic>), the eastern mountain coati (<italic>Nasuella meridiensis</italic>), the western mountain coati (<italic>Nasuella olivacea</italic>), and the critically endangered pygmy raccoon (<italic>Procyon pygmaeus</italic>) (<xref ref-type="bibr" rid="B5">Cuar&#xf3;n et&#xa0;al., 2016</xref>). Although this dataset deepens our understanding of this understudied family and provides additional tools for taxonomy and conservation, creating a family-wide mitogenome dataset would improve our understanding of evolutionary innovations across procyonids.</p>
</sec>
</body>
<back>
<sec id="s4" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>.</p>
</sec>
<sec id="s5" 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 all DNA was extracted from tissues taken from specimens in museum collections. Appropriate loan request protocols were followed.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>HW: Data curation, Formal analysis, Investigation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. MS: Data curation, Formal analysis, Investigation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. CE: Conceptualization, Funding acquisition, Methodology, Writing &#x2013; review &amp; editing. HF: Conceptualization, Methodology, Writing &#x2013; review &amp; editing. AZ: Data curation, Formal analysis, Writing &#x2013; review &amp; editing. K-PK: Conceptualization, Methodology, Project administration, Resources, Visualization, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s7" 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. AZ was funded by Saint-Petersburg State University project #129660189.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We thank the staffs of the Division of Mammals at the Museum of Southwestern Biology, University of New Mexico, and Mammal Collections at the Museum of Vertebrate Zoology, University of California, Berkeley, for providing the tissue samples listed in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>. We also thank the staff at Psomagen, Inc. (Rockville, Maryland, USA) for providing outstanding services in the generation of the genome skimming data. MS thanks A. DeLuycker and J. Davis at the Smithsonian-Mason School of Conservation for their early support of this project.</p>
</ack>
<sec id="s8" 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="s9" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s10" 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="s11" 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/fevo.2025.1518714/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fevo.2025.1518714/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.zip" id="SM1" mimetype="application/zip"/>
</sec>
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