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	<front>
		<journal-meta>
			<journal-id journal-id-type="publisher-id">ni</journal-id>
			<journal-title-group>
				<journal-title>Neotropical Ichthyology</journal-title>
				<abbrev-journal-title abbrev-type="publisher">Neotrop.
					ichthyol.</abbrev-journal-title>
			</journal-title-group>
			<issn pub-type="ppub">1679-6225</issn>
			<issn pub-type="epub">1982-0224</issn>
			<publisher>
				<publisher-name>Sociedade Brasileira de Ictiologia</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			<article-id pub-id-type="doi">10.1590/1982-0224-2023-0032</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Original Article</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>Molecular characterization of <italic>Astyanax</italic> species
					(Characiformes: Characidae) from the upper Paraguaçu River basin, a hydrographic
					system with high endemism</article-title>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author" corresp="yes">
					<contrib-id contrib-id-type="orcid">0000-0002-1337-9801</contrib-id>
					<name>
						<surname>Silva-Santos</surname>
						<given-names>Rosane</given-names>
					</name>
					<xref ref-type="aff" rid="aff1">
						<sup>1</sup>
					</xref>
					<role>Data curation, Formal analysis, Investigation, Methodology,
						Writing-original draft, Writing-review and editing.</role>
				</contrib>
				<contrib contrib-type="author" corresp="no">
					<contrib-id contrib-id-type="orcid">0000-0001-5195-5577</contrib-id>
					<name>
						<surname>Machado</surname>
						<given-names>Carolina de Barros</given-names>
					</name>
					<xref ref-type="aff" rid="aff1">
						<sup>1</sup>
					</xref>
					<role>Data curation, Formal analysis, Methodology.</role>
				</contrib>
				<contrib contrib-type="author" corresp="no">
					<contrib-id contrib-id-type="orcid">0000-0001-6500-8562</contrib-id>
					<name>
						<surname>Zanata</surname>
						<given-names>Angela Maria</given-names>
					</name>
					<xref ref-type="aff" rid="aff2">
						<sup>2</sup>
					</xref>
					<role>Data curation, Funding acquisition, Writing-review and editing.</role>
				</contrib>
				<contrib contrib-type="author" corresp="no">
					<contrib-id contrib-id-type="orcid">0000-0002-1228-0076</contrib-id>
					<name>
						<surname>Camelier</surname>
						<given-names>Priscila</given-names>
					</name>
					<xref ref-type="aff" rid="aff2">
						<sup>2</sup>
					</xref>
					<role>Data curation, Formal analysis, Writing-review and editing.</role>
				</contrib>
				<contrib contrib-type="author" corresp="no">
					<contrib-id contrib-id-type="orcid">0000-0001-5916-6126</contrib-id>
					<name>
						<surname>Galetti</surname>
						<given-names>Pedro Manoel</given-names>
						<suffix>Jr.</suffix>
					</name>
					<xref ref-type="aff" rid="aff1">
						<sup>1</sup>
					</xref>
					<role>Data curation, Funding acquisition, Project administration, Writing-review
						and editing.</role>
				</contrib>
				<contrib contrib-type="author" corresp="no">
					<contrib-id contrib-id-type="orcid">0000-0002-0309-2815</contrib-id>
					<name>
						<surname>Freitas</surname>
						<given-names>Patrícia Domingues de</given-names>
					</name>
					<xref ref-type="aff" rid="aff1">
						<sup>1</sup>
					</xref>
					<role>Data curation, Funding acquisition, Investigation, Project administration,
						Writing-review and editing.</role>
				</contrib>
			</contrib-group>
			<aff id="aff1">
				<institution content-type="original">Departamento de Genética e Evolução,
					Universidade Federal de São Carlos, Rodovia Washington Luis, km 235, Monjolinho,
					13565-905 São Carlos, SP, Brazil. (RSS) rosanesantos.gen@gmail.com
					(corresponding author); (CBM) carolbioms@gmail.com; (PMGJ) pmgaletti@ufscar.br;
					(PDF) patdf@ufscar.br.</institution>
				<institution content-type="normalized">Universidade Federal de São
					Carlos</institution>
				<institution content-type="orgdiv1">Departamento de Genética e
					Evolução</institution>
				<institution content-type="orgname">Universidade Federal de São Carlos</institution>
				<addr-line>
					<city>São Carlos</city>
					<state>SP</state>
					<postal-code>13565-905</postal-code>
				</addr-line>
				<country country="BR">Brazil</country>
				<email>rosanesantos.gen@gmail.com</email>
				<email>carolbioms@gmail.com</email>
				<email>pmgaletti@ufscar.br</email>
				<email>patdf@ufscar.br</email>
			</aff>
			<aff id="aff2">
				<institution content-type="original">PPG Biodiversidade e Evolução, Instituto de
					Biologia, Universidade Federal da Bahia, Rua Barão de Jeremoabo, 668, Ondina,
					40170-115 Salvador, BA, Brazil. (AMZ) zanata.angela@gmail.com; (PC)
					pricamelier@gmail.com.</institution>
				<institution content-type="normalized">Universidade Federal da Bahia</institution>
				<institution content-type="orgdiv1">Instituto de Biologia</institution>
				<institution content-type="orgdiv2">PPG Biodiversidade e Evolução</institution>
				<institution content-type="orgname">Universidade Federal da Bahia</institution>
				<addr-line>
					<city>Salvador</city>
					<state>BA</state>
					<postal-code>40170-115</postal-code>
				</addr-line>
				<country country="BR">Brazil</country>
				<email>zanata.angela@gmail.com</email>
				<email>pricamelier@gmail.com</email>
			</aff>
			<author-notes>
				<fn fn-type="edited-by" id="fn1">
					<label>Edited-by</label>
					<p>Guillermo Ortí</p>
				</fn>
				<fn fn-type="corresp" id="fn2">
					<label>Correspondence</label>
					<p>Rosane Silva-Santos rosanesantos.gen@gmail.com</p>
				</fn>
				<fn fn-type="conflict" id="fn3">
					<label>Competing Interests</label>
					<p>The author declares no competing interests.</p>
				</fn>
				<fn fn-type="other" id="fn4">
					<label>Ethical Statement</label>
					<p>Permission for the biological sampling was conceived by SISBIO-ICMBio
						(Sistema de Autorização e Informação em Biodiversidade, Instituto Chico
						Mendes de Conservação da Biodiversidade, Ministério do Meio Ambiente,
						Governo Federal, Brazil), under authorization number 13754–1. Access to
						genetic heritage was registered at SISGEN (Sistema Nacional de Gestão do
						Patrimônio Genético e do Conhecimento Tradicional Associado, Ministério do
						Meio Ambiente, Governo Federal, Brazil), under number AAA03B9.</p>
				</fn>
			</author-notes>
			<pub-date date-type="pub" publication-format="electronic">
				<day>12</day>
				<month>5</month>
				<year>2023</year>
			</pub-date>
			<pub-date date-type="collection" publication-format="electronic">
				<year>2023</year>
			</pub-date>
			<volume>21</volume>
			<issue>02</issue>
			<elocation-id>e230032</elocation-id>
			<history>
				<date date-type="received">
					<day>18</day>
					<month>01</month>
					<year>2022</year>
				</date>
				<date date-type="accepted">
					<day>9</day>
					<month>04</month>
					<year>2023</year>
				</date>
			</history>
			<permissions>
				<copyright-statement>© 2023 The Authors</copyright-statement>
				<copyright-year>2023</copyright-year>
				<copyright-holder>The Authors</copyright-holder>
				<license license-type="open-access"
					xlink:href="https://creativecommons.org/licenses/by/4.0/" xml:lang="en">
					<license-p>This is an open-access article distributed under the terms of the
						Creative Commons Attribution License</license-p>
				</license>
			</permissions>
			<abstract>
				<title>Abstract</title>
				<p>Molecular tools have been employed to improve the knowledge about freshwater
					Neotropical fishes. Such approaches supporting studies of groups including
					species complexes such as <italic>Astyanax</italic>, one of the most diversified
					and taxonomically complex genus of the family Characidae. Here, we employed
					species delimitation analyses in four <italic>Astyanax</italic> species
					described for the upper Paraguaçu River basin, a drainage within Northeastern
					Mata Atlântica freshwater ecoregion with high endemism. We implemented single
					and multilocus approaches based on two mitochondrial and one nuclear markers.
					Cytochrome c Oxidase I sequences previously available for
					<italic>Astyanax</italic> species were also added to our dataset. The single
					locus analyses showed <italic>A. epiagos</italic>, <italic>A.
					rupestris</italic>, and <italic>A.</italic> aff. <italic>rupestris</italic> as
					different Molecular Operational Taxonomic Units (MOTUs), while <italic>A.
					brucutu</italic> and <italic>A. lorien</italic> were grouped. However, the
					multilocus approach distinguished these two species and showed congruence for
					the remaining single locus results. <italic>Astyanax</italic> aff.
					<italic>rupestris</italic> was separated into two MOTUs using both approaches,
					highlighting the need for an integrative taxonomic revision including
					<italic>A.</italic> aff. <italic>rupestris</italic>. These findings contribute
					to a better understanding of the diversity of this fish group in the upper
					Paraguaçu, identifying hidden diversity and reinforcing the relevance of this
					hydrographic system as a notable hotspot for ichthyofauna biodiversity
					endemism.</p>
			</abstract>
			<trans-abstract xml:lang="pt">
				<title>Resumo</title>
				<p>Ferramentas moleculares têm sido empregadas para melhorar o conhecimento sobre os
					peixes Neotropicais. Tais abordagens apoiam estudos de grupos que incluem
					complexos de espécies, como <italic>Astyanax</italic>, um dos gêneros mais
					diversificados e taxonomicamente complexos dentro da família Characidae. Neste
					estudo, nós empregamos análises de delimitação de espécies em quatro espécies de
					<italic>Astyanax</italic> recentemente descritas da bacia do alto rio Paraguaçu,
					uma drenagem dentro da ecorregião Mata Atlântica Nordeste que apresenta alto
					endemismo. Nós realizamos abordagens de loco único e multilocos baseadas em dois
					marcadores mitocondriais e um nuclear. Sequências de Citocromo c Oxidase I
					anteriormente disponíveis para espécies de <italic>Astyanax</italic> foram
					adicionadas ao nosso conjunto de dados. As análises de loco único mostraram
					<italic>A. epiagos</italic>, <italic>A. rupestris</italic> e <italic>A.</italic>
					aff. <italic>rupestris</italic> como diferentes Unidades Taxonômicas
					Operacionais Moleculares (MOTUs), enquanto <italic>A. brucutu</italic> e
					<italic>A. lorien</italic> foram agrupadas. Entretanto, a abordagem multilocos
					distinguiu estas duas espécies e mostrou congruência com os demais resultados
					das análises de loco único. <italic>Astyanax</italic> aff.
					<italic>rupestris</italic> foi separada em duas MOTUs usando ambas as
					abordagens, sugerindo a necessidade de uma revisão taxonômica integrativa
					incluindo <italic>A. rupestris</italic> e ambas <italic>A.</italic> aff.
					<italic>rupestris</italic>. Esses achados contribuem para uma melhor compreensão
					da diversidade desse grupo de peixes na bacia do rio Paraguaçu, identificando
					diversidade oculta e reforçando a relevância desse sistema hidrográfico como um
					notável <italic>hotspot</italic> de endemismo da biodiversidade da
					ictiofauna.</p>
			</trans-abstract>
			<kwd-group xml:lang="en">
				<title>Keywords:</title>
				<kwd>Biodiversity</kwd>
				<kwd>Caatinga fishes</kwd>
				<kwd>Freshwater fish</kwd>
				<kwd>Hidden genetic diversity</kwd>
				<kwd>Species delimitation</kwd>
			</kwd-group>
			<kwd-group xml:lang="pt">
				<title>Palavras-chave:</title>
				<kwd>Biodiversidade</kwd>
				<kwd>Delimitação de espécies</kwd>
				<kwd>Diversidade genética oculta</kwd>
				<kwd>Peixe de água doce</kwd>
				<kwd>Peixes de Caatinga</kwd>
			</kwd-group>
			<funding-group>
				<award-group award-type="contract">
					<funding-source>Conselho Nacional de Desenvolvimento Científico e
						Tecnológico</funding-source>
					<award-id>476449/2007–3</award-id>
				</award-group>
				<award-group award-type="contract">
					<funding-source>Conselho Nacional de Desenvolvimento Científico e
						Tecnológico</funding-source>
					<award-id>562335/2010–2</award-id>
				</award-group>
				<award-group award-type="contract">
					<funding-source>Conselho Nacional de Desenvolvimento Científico e
						Tecnológico</funding-source>
					<award-id>476495/2010–5</award-id>
				</award-group>
				<award-group award-type="contract">
					<funding-source>Conselho Nacional de Desenvolvimento Científico e
						Tecnológico</funding-source>
					<award-id>563299/2010–0</award-id>
				</award-group>
				<award-group award-type="contract">
					<funding-source>Conselho Nacional de Desenvolvimento Científico e
						Tecnológico</funding-source>
					<award-id>304477/2018-4</award-id>
				</award-group>
				<award-group award-type="contract">
					<funding-source>Conselho Nacional de Desenvolvimento Científico e
						Tecnológico</funding-source>
					<award-id>423760/2018-1</award-id>
				</award-group>
				<award-group award-type="contract">
					<funding-source>Conselho Nacional de Desenvolvimento Científico e
						Tecnológico</funding-source>
					<award-id>317345/2021-4</award-id>
				</award-group>
				<award-group award-type="contract">
					<funding-source>Conselho Nacional de Desenvolvimento Científico e
						Tecnológico</funding-source>
					<award-id>303524/2019-7</award-id>
				</award-group>
			</funding-group>
			<counts>
				<fig-count count="3"></fig-count>
				<table-count count="0"></table-count>
				<equation-count count="0"></equation-count>
				<ref-count count="83"></ref-count>
			</counts>
		</article-meta>
	</front>
	<body>
		<sec sec-type="intro">
			<title>INTRODUCTION</title>
			<p><italic>Astyanax</italic> Baird &amp; Girard, 1854 is one of the most diversified and
				taxonomically complex genus within the Characidae family (Characiformes), including
				125 valid species widespread throughout nearly the entire Neotropical region (<xref
				ref-type="bibr" rid="B63">Rossini <italic>et al</italic>., 2016</xref>; <xref
				ref-type="bibr" rid="B48">de Pinna <italic>et al</italic>., 2018</xref>; <xref
				ref-type="bibr" rid="B25">Fricke <italic>et al</italic>., 2022</xref>). This genus
				comprises small species of about 40 to 200 mm standard length (<xref ref-type="bibr"
				rid="B27">Garutti, 1998</xref>), occurring in a wide diversity of niches and aquatic
				environments within freshwater drainages from the southern United States to central
				Argentina (<xref ref-type="bibr" rid="B22">Eigenmann, 1921</xref>; <xref
				ref-type="bibr" rid="B6">Bertaco, Garutti, 2007</xref>). </p>
			<p>Characterized by presenting high phenotypic plasticity and adaptation to distinct
				environmental conditions (<xref ref-type="bibr" rid="B44">Orsi <italic>et
				al</italic>., 2004</xref>), <italic>Astyanax </italic>species are among the most
				important components of the freshwater food web, with significant participation in
				the diet of large predator fishes (<xref ref-type="bibr" rid="B51">Prioli <italic>et
				al</italic>., 2002</xref>), being usually dominant in headwaters and small
				tributaries (<xref ref-type="bibr" rid="B7">Bertaco, Lucena, 2010</xref>). Within
				the Brazilian Shield, the genus is commonly found in large river systems
				(<italic>e.g</italic>., Amazon, La Plata, and São Francisco) and in the northeastern
				Brazilian coastal basins, including the Paraguaçu River basin. </p>
			<p>The Paraguaçu River basin is considered one of the largest basins in northeastern
				Brazil (<xref ref-type="bibr" rid="B33">Higuchi <italic>et al</italic>.,
				1990</xref>) and an extremely relevant drainage of the Northeastern Mata Atlântica
				freshwater ecoregion (NMAF, ecoregion 328, <italic>sensu</italic> <xref
				ref-type="bibr" rid="B1">Abell <italic>et al</italic>., 2008</xref>; <xref
				ref-type="bibr" rid="B11">Camelier, Zanata, 2014a</xref>). The fish fauna of the
				basin has been recognized by its high level of endemism (<xref ref-type="bibr"
				rid="B9">Buckup, 2011</xref>; <xref ref-type="bibr" rid="B11">Camelier, Zanata,
				2014a</xref>; <xref ref-type="bibr" rid="B48">de Pinna <italic>et al</italic>.,
				2018</xref>). Recently, new species have been described for this basin, including
				different fish groups, such as <italic>Astyanax </italic>(<italic>e.g</italic>.,
				<xref ref-type="bibr" rid="B12">Camelier, Zanata, 2014b</xref>; <xref
				ref-type="bibr" rid="B81">Zanata <italic>et al</italic>., 2017</xref>, <xref
				ref-type="bibr" rid="B79">2018</xref>; <xref ref-type="bibr" rid="B10">Burger
				<italic>et al</italic>., 2019</xref>), <italic>Characidium</italic> Reinhardt, 1867
				(<italic>e.g</italic>., <xref ref-type="bibr" rid="B82">Zanata, Camelier,
				2015</xref>; <xref ref-type="bibr" rid="B41">Melo, Espíndola, 2016</xref>),
				<italic>Copionodon</italic> de Pinna, 1992 (<italic>e.g</italic>., <xref
				ref-type="bibr" rid="B48">de Pinna <italic>et al</italic>., 2018</xref>)
				<italic>Moenkhausia</italic> Eigenmann, 1903 (<italic>e.g</italic>., <xref
				ref-type="bibr" rid="B5">Benine <italic>et al</italic>., 2009</xref>), and
				<italic>Rhamdiopsis</italic> Haseman, 1911 (<italic>e.g</italic>., <xref
				ref-type="bibr" rid="B8">Bockmann, Castro, 2010</xref>). </p>
			<p>More than ten species of <italic>Astyanax</italic> are currently reported as
				occurring in the Paraguaçu hydrographic system (<xref ref-type="bibr" rid="B65"
				>Santos, Caramaschi, 2007</xref>, <xref ref-type="bibr" rid="B64">2011</xref>). From
				this total, six species are endemic to the upper Paraguaçu course and have
				allopatric distribution, occurring in different tributaries: <italic>A.
				brucutu</italic> Zanata, Lima, Dario &amp; Garhard, 2017, Pratinha River (<xref
				ref-type="bibr" rid="B81">Zanata <italic>et al</italic>., 2017</xref>); <italic>A.
				epiagos</italic> Zanata &amp; Camelier, 2008, Jacuípe River (<xref ref-type="bibr"
				rid="B83">Zanata, Camelier, 2008</xref>); <italic>A. hamatilis</italic> Camelier
				&amp; Zanata, 2014, Utinga, Una, and São José rivers (<xref ref-type="bibr"
				rid="B12">Camelier, Zanata, 2014b</xref>);<italic> A. lorien</italic> Zanata, Burger
				&amp; Camelier, 2018, Santo Antônio River; <italic>A. rupestris</italic> Zanata,
				Burger &amp; Camelier, 2018, Coisa Boa and Cumbuca rivers (<xref ref-type="bibr"
				rid="B79">Zanata <italic>et al</italic>., 2018</xref>); and<italic> A.
				sincora</italic> Burger, Carvalho &amp; Zanata, 2019, Tremedal stream (<xref
				ref-type="bibr" rid="B10">Burger <italic>et al</italic>., 2019</xref>). Furthermore,
				according to <xref ref-type="bibr" rid="B79">Zanata <italic>et al</italic>.,
				(2018)</xref>, the Piabinha River shelters a morphotype tentatively identified by
				the authors as <italic>Astyanax</italic> aff. <italic>rupestris</italic>, due to
				divergences in some morphological characters when compared to <italic>A.
				rupestris</italic>. The high richness within <italic>Astyanax</italic> and the fact
				of being traditionally defined by a combination of non-exclusive characters (see
				<xref ref-type="bibr" rid="B22">Eigenmann, 1921</xref>), added to its recognized
				phenotype plasticity (<xref ref-type="bibr" rid="B44">Orsi <italic>et al</italic>.,
				2004</xref>), occasionally hinders accurate species identification. Consequently,
				some taxa are frequently identified only at the generic level or into species
				complexes (<italic>e.g</italic>., <xref ref-type="bibr" rid="B42">Moreira-Filho,
				Bertollo, 1991</xref>; <xref ref-type="bibr" rid="B28">Garutti, Britski,
				2000</xref>). A recent integrative phylogeny (<xref ref-type="bibr" rid="B70">Terán
				<italic>et al</italic>., 2020</xref>) recovered species attributed to
				<italic>Astyanax</italic> in different subfamilies and genera, including the
				resurrected <italic>Psalidodon</italic> Eigenmann, 1911 and a new genus,
				<italic>Andromakhe</italic> Terán, Benitez &amp; Mirande, 2020 (<xref
				ref-type="bibr" rid="B70">Terán <italic>et al</italic>., 2020</xref>). <xref
				ref-type="bibr" rid="B19">Dagosta, Marinho, (2022)</xref> argue that although this
				study has been efficient in recovering the polyphyletic nature of
				<italic>Astyanax</italic>, it failed in providing consistent diagnosis characters
				for the proposed clades. None of the species evaluated here were analyzed by <xref
				ref-type="bibr" rid="B70">Terán <italic>et al</italic>., (2020)</xref>, except
				<italic>A. brucutu</italic> that, due to the lack of molecular data, was inserted as
				<italic>incertae</italic> <italic>sedis</italic> in Gymnocharacini. In view of that,
				the species is herein assigned to <italic>Astyanax</italic>.</p>
			<p>It is well known that, given the remarkable richness and phenotypic plasticity
				observed in the Neotropical freshwater ichthyofauna (<xref ref-type="bibr" rid="B75"
				>Wimberger, 1992</xref>; <xref ref-type="bibr" rid="B60">Reis <italic>et
				al</italic>., 2016</xref>), and its high number of cryptic species (<xref
				ref-type="bibr" rid="B47">Piggott <italic>et al</italic>., 2011</xref>), the genetic
				analysis is a powerful tool for improving our knowledge on taxonomy and evolution of
				this group (<xref ref-type="bibr" rid="B4">Bellafronte <italic>et al</italic>.,
				2013</xref>; <xref ref-type="bibr" rid="B18">Costa-Silva <italic>et al</italic>.,
				2015</xref>; <xref ref-type="bibr" rid="B3">Anjos <italic>et al</italic>.,
				2020</xref>). Different DNA-based approaches, such as DNA barcode (<xref
				ref-type="bibr" rid="B31">Hebert <italic>et al</italic>., 2003</xref>; <xref
				ref-type="bibr" rid="B73">Ward, 2009</xref>), molecular species delimitation (<xref
				ref-type="bibr" rid="B50">Pons <italic>et al</italic>., 2006</xref>; <xref
				ref-type="bibr" rid="B52">Puillandre <italic>et al</italic>., 2012</xref>; <xref
				ref-type="bibr" rid="B59">Ratnasingham, Hebert, 2013</xref>), and molecular
				phylogeny analyses (<xref ref-type="bibr" rid="B21">Edwards, 2009</xref>), have been
				successfully used for defining Molecular Operational Taxonomic Units (MOTUs) and
				characterizing hidden biodiversity within Neotropical freshwater fish
				(<italic>e.g</italic>., <xref ref-type="bibr" rid="B57">Ramirez, Galetti Jr.,
				2015</xref>; <xref ref-type="bibr" rid="B14">Carvalho <italic>et al</italic>.,
				2011</xref>; <xref ref-type="bibr" rid="B45">Pereira <italic>et al</italic>.,
				2011</xref>, <xref ref-type="bibr" rid="B46">2013</xref>; <xref ref-type="bibr"
				rid="B39">Machado <italic>et al</italic>., 2016</xref>; <xref ref-type="bibr"
				rid="B56">Ramirez <italic>et al</italic>., 2017</xref>; <xref ref-type="bibr"
				rid="B67">Silva-Santos <italic>et al</italic>., 2018</xref>; <xref ref-type="bibr"
				rid="B68">Souza <italic>et al</italic>., 2018</xref>; <xref ref-type="bibr"
				rid="B38">Lopes <italic>et al</italic>., 2020</xref>). </p>
			<p>Here, we performed species delimitation analyses in four recently described species
				of <italic>Astyanax</italic> plus the morphotype <italic>A.</italic> aff.
				<italic>rupestris</italic>, all endemic to the upper Paraguaçu River basin. We aimed
				to produce a DNA barcode reference library for the focal species and to investigate
				the existence of hidden diversity, contributing thus to a better knowledge of this
				relevant fish group and its diversification. Using mitochondrial and nuclear
				sequences, we combined single and multilocus-based methods to carry out genetic
				analyses. Our sequence data were compared to those that had already been published
				in <italic>Astyanax</italic> species studies.</p>
		</sec>
		<sec sec-type="materials|methods">
			<title>MATERIAL AND METHODS</title>
			<p><bold>Biological sampling. </bold>Biological samples of four endemic species and one
				morphotype of <italic>Astyanax </italic>were collected from 76 specimens distributed
				along six tributaries in the upper Paraguaçu River basin, Bahia, Brazil (<xref
				ref-type="fig" rid="f1">Fig. 1</xref>). The material analyzed included <italic>A.
				brucutu</italic> from the Pratinha River, Iraquara (n = 3);<italic> A.
				epiagos</italic> from the Ferro Doido River, Jacobina (n = 5); <italic>A.
				lorien</italic> from the Preto River, Palmeiras (n = 15); <italic>A.
				rupestris</italic> from the Coisa Boa River, Andaraí (n = 17) and Cumbuca River,
				Mucugê (n = 3); and the morphotype <italic>Astyanax </italic>aff.
				<italic>rupestris</italic> from the Piabinha River, Mucugê (n =
				33)<italic>.</italic> Fin fragments were sampled from each specimen, using tweezers
				and scissors, and then stored in ethanol (95%) in a freezer at 4<sup>o</sup>C.
				Vouchers were deposited in the ichthyological collection of the Museu de História
				Natural da Bahia, Salvador, Bahia, Brazil. All information related to the sampling
				localities, specimens, and vouchers is available in <inline-supplementary-material
				mime-subtype="pdf" mimetype="application"
				xlink:href="1982-0224-ni-21-02-e230032-s1.pdf">Tab.
				<bold>S1</bold></inline-supplementary-material>. </p>
			<p>We complemented our biological sampling by downloading 1,792 COI sequences available
				in the BOLD system database (http://www.boldsystems.org/, accessed on March 31,
				2020) for 66 nominal <italic>Astyanax</italic> species of several hydrographic
				basins from localities informed by the database depositors (Tab. <bold>S</bold>2).
				That dataset included <italic>A. hamatilis</italic> from São José River (n = 7); and
				unidentified specimens of <italic>Astyanax</italic> sp. from Coité (n = 2) and
				Piabinha (n = 2) rivers from the upper Paraguaçu basin. Altogether we analyzed five
				from the six <italic>Astyanax</italic> species endemic to the upper Paraguaçu River,
				except <italic>A. sincora</italic>, that was not collected and was not available in
				the BOLD system as well.</p>
			<p>
				<fig id="f1">
					<label>FIGURE 1 | </label>
					<caption>
						<title>Map of the Paraguaçu River basin, Bahia, northeastern Brazil, showing
							collection sites of <italic>Astyanax</italic> species sampled in this
							study and for two <italic>Astyanax</italic> sp. available in the BOLD
							system database (*), with the exception of <italic>A.
							hamatilis</italic>. <italic>Astyanax rupestris</italic> from the Coisa
							Boa River (dark blue square) and Cumbuca River (dark blue circle),
							<italic>A.</italic> aff. <italic>rupestris</italic> from the Piabinha
							River (half yellow and blue circle), <italic>Astyanax</italic> sp. from
							the Piabinha River (orange circle*), <italic>A. lorien</italic> from the
							Preto River (pink circle), <italic>Astyanax</italic> sp. from Coité
							River (brown circle*), <italic>A. brucutu</italic> from the Pratinha
							River (red circle), and <italic>A. epiagos</italic> from the Ferro Doido
							River (green circle). The colors of the symbols on the map are in
							accordance with Fig. 2. Scale 1:1300723.</title>
					</caption>
					<graphic xlink:href="1982-0224-ni-21-02-e230032-gf1.jpg"></graphic>
				</fig>
			</p>
			<p><bold>DNA isolation, amplification, purification, and sequencing. </bold>DNA
				extraction was performed using buffer saline protocol (<xref ref-type="bibr"
				rid="B2">Aljanabi, 1997</xref>), and DNA was quantified using a Biophotometer
				(Eppendorf, Hamburg, Germany). Partial Cytochrome c Oxidase subunit I (COI),
				Cytochrome b (Cytb) and the first intron of the S7 ribosomal protein (S7) genes were
				amplified using the following oligonucleotides: COI FishF1 and COI FishR1 (<xref
				ref-type="bibr" rid="B74">Ward <italic>et al</italic>., 2005</xref>), AnosCytBF and
				AnosCytBR (<xref ref-type="bibr" rid="B57">Ramirez, Galetti, 2015</xref>), and
				S7RPEX1F and S7RPEX2R (<xref ref-type="bibr" rid="B16">Chow, Hazama, 1998</xref>).
				Polymerase Chain Reactions (PCRs) were performed according to their respective
				authors. </p>
			<p>The amplified products were checked on agarose gel 1% by electrophoresis, and then
				purified with a polyethyleneglycol (PEG) 20% protocol (<xref ref-type="bibr"
				rid="B37">Lis, 1980</xref>). Sequencing was run on an automated sequencer ABI3730XL
				(Applied Biosystems, Little Chalfont, UK), and all sequences were aligned and edited
				with the Geneious 6.1.6c software (<xref ref-type="bibr" rid="B35">Kearse <italic>et
				al</italic>., 2012</xref>). The plugin “find heterozygotes” of this software was
				used with a 0.80 threshold in order to identify heterozygous positions and assign
				ambiguity codes in the nuclear sequences, such as eventual NUMTS (nuclear
				mitochondrial DNA segments). The S7 haplotypes were estimated using the SEQPHASE web
				tool (<xref ref-type="bibr" rid="B23">Flot, 2010</xref>). COI sequences were
				deposited in the BOLD system under Project name ASTBA. Cytb and S7 sequences were
				deposited in the GenBank database (https://www.ncbi.nlm.nih.gov/) under specific
				accession numbers as shown in the <inline-supplementary-material mime-subtype="pdf"
				mimetype="application" xlink:href="1982-0224-ni-21-02-e230032-s1.pdf">Tab.
				<bold>S1</bold></inline-supplementary-material>.</p>
			<p><bold>Single locus analyses.</bold> To obtain a general picture of genetic
				relationships within <italic>Astyanax</italic>, we first implemented a broad
				Bayesian inference analysis with BEAST 2.4.6 (<xref ref-type="bibr" rid="B32">Heled,
				Drummond, 2010</xref>) using a large COI sequence dataset, representing the four
				species studied herein and other 66 nominal <italic>Astyanax</italic> species
				obtained from BOLD. Two independent runs were performed following the parameters:
				100 million generations (Markov chain Monte Carlo, MCMC), sampling every 10,000, a
				strict lognormal clock for all partitions, and the Yule speciation model. The
				best-fitting model (GTR+I+G) was selected under the Bayesian Information Criterion
				(BIC) by jModeltest 2 (<xref ref-type="bibr" rid="B20">Darriba <italic>et
				al</italic>., 2012</xref>). A consensus tree was combined and resampled in
				LogCombiner with 30% burn-in, and then summarized in TreeAnnotator using BEAST 2.4.6
				(<xref ref-type="bibr" rid="B32">Heled, Drummond, 2010</xref>). An effective sample
				size (ESS) of 200 or higher was required for all parameters and checked in TRACER
				1.6 (<xref ref-type="bibr" rid="B55">Rambaut <italic>et al</italic>.,
				2014</xref>).</p>
			<p>Based on the COI tree, only the species recovered in a single clade, which included
				the four targeted <italic>Astyanax</italic> species, were hereafter analyzed. For
				this new dataset, we implemented three species delimitation approaches using the COI
				sequences: Barcode Index Number (BIN, <xref ref-type="bibr" rid="B59">Ratnasingham,
				Hebert, 2013</xref>), Automatic Barcode Gap Discovery (ABGD, <xref ref-type="bibr"
				rid="B52">Puillandre <italic>et al</italic>., 2012</xref>), and General Mixed Yule
				Coalescent (GMYC, <xref ref-type="bibr" rid="B50">Pons <italic>et al</italic>.,
				2006</xref>). The BIN analysis was performed automatically in the BOLD system. Our
				sampling was assembled in a preexisting BIN database or assigned to a new BIN (<xref
				ref-type="bibr" rid="B59">Ratnasingham, Hebert, 2013</xref>). For the ABGD we used
				the K2P (Kimura-2-parameters) modified parameters (Pmin = 0.04, Pmax = 0.1, relative
				value gap X = 0.1), and 100 steps. The GMYC analysis was implemented in the SPLITS
				package for R statistical software (<xref ref-type="bibr" rid="B54">R Development
				Core Team, 2017</xref>), using a single threshold under the standard parameters
				(interval = c(1,10)). This analysis uses an ultrametric tree to establish species
				limits based on the Yule (pure-birth) and Kingman models (coalescence), and to
				calculate the probability of splits in a lineage based on speciation rates (<xref
				ref-type="bibr" rid="B59">Ratnasingham, Hebert, 2013</xref>). As input, we used an
				ultrametric tree obtained with a lognormal relaxed clock, birth-death speciation
				model, HKY + G substitution model, 50 million MCMC sampling every 5,000 and burn-in
				of 10% in BEAST 2.4.6. Convergence was assessed by estimating the effective sampling
				size (ESS) using Tracer 1.7 software (<xref ref-type="bibr" rid="B55">Rambaut
				<italic>et al</italic>., 2014</xref>) and accepting ESS values of 200 or more.</p>
			<p>We calculated the genetic distances among the MOTUs obtained through the three
				species delimitation methods using the K2P model with MEGA 7.0.26 (<xref
				ref-type="bibr" rid="B36">Kumar <italic>et al</italic>., 2016</xref>). We used the
				K2P, since this model allows us to compare the values found here with those
				previously reported in other <italic>Astyanax</italic> studies
				(<italic>e.g</italic>., <xref ref-type="bibr" rid="B14">Carvalho <italic>et
				al</italic>., 2011</xref>; <xref ref-type="bibr" rid="B45">Pereira <italic>et
				al</italic>., 2011</xref>; Rossini <italic>et al</italic>., 2018). <xref
				ref-type="bibr" rid="B17">Collins <italic>et al</italic>., (2012)</xref> tested
				whether the K2P is a well-fitted model at the species level by comparing it to the
				other models (JC, F81, TrN, HKY, HKY+C and GTR+C) using data sets from different
				animal groups, including fish. The results indicate that the differences in distance
				between K2P and other models were usually minimal, and the identification success
				rates were largely unaffected by model choice, even when interspecific threshold
				values were reassessed. </p>
			<p><bold>Multilocus analyses.</bold> To obtain a multilocus Bayesian species tree (ST)
				we considered the nominal species recognized by morphological studies and the
				results generated by the GMYC analysis. This analysis was performed in BEAST
				(Star-BEAST) using 500 million MCMC, sampling every 10,000, relaxed clock and Yule
				models, and a burn-in of 20%. Nucleotide substitution models were selected based on
				BIC (Bayesian Information Criterion) using jModeltest 2 (<xref ref-type="bibr"
				rid="B20">Darriba <italic>et al</italic>., 2012</xref>). The best-fitting models
				were HKY for COI and Cytb, and F81 + G for S7. All generations were sampled from the
				stationary phase. The convergence of analyses and adequate ESS (&gt;200) were
				evaluated in Tracer v1.7 (<xref ref-type="bibr" rid="B55">Rambaut <italic>et
				al</italic>., 2014</xref>). </p>
			<p>The Bayesian ST was used as guide tree to the Bayesian species delimitation approach
				using multilocus data (<xref ref-type="bibr" rid="B77">Yang, Rannala, 2010</xref>;
				<xref ref-type="bibr" rid="B58">Rannala, Yang, 2013</xref>) in the BP&amp;P 3.3
				software (<xref ref-type="bibr" rid="B76">Yang, 2015</xref>). This software uses a
				coalescent model, calculating the posterior probability of potential species
				considering the coalescent process of lineage sorting. The basic model used by
				BP&amp;P involves two types of parameters: the population sizes on the species tree
				(θs), and the species divergence times (τs). To evaluate the impact of these
				parameters on species delimitation results and consider a range of speciation
				histories, we tested different gamma prior configurations and some default
				parameters in four distinct combinations. A first one assumed relatively large
				ancestral population sizes and deep divergences (θ ~ G(1,10) and τ<sub>0</sub> ~
				G(1, 10)) among species; a second combination considered small ancestral population
				sizes and shallow divergences among species (θ ~ G(2, 2000) and τ<sub>0</sub> ~ G(2,
				2000)); and the other two combinations assumed either large ancestral populations
				sizes (θ ~ G(1, 10)) and relatively shallow divergences among species (τ<sub>0</sub>
				~ G(2, 2000)), or small ancestral population sizes and deep divergences (θ ~ G(2,
				2000), τ<sub>0</sub> ~ G(1, 10)). </p>
		</sec>
		<sec sec-type="results">
			<title>RESULTS</title>
			<p>From the 76 individuals sampled, we obtained 75 COI sequences, comprised of 614 bp,
				without stop-codons, deletions, or insertions. Our primary Bayesian tree, obtained
				with a total of 1,867 COI sequences (75 generate herein and 1,792 downloaded from
				BOLD), grouped all <italic>Astyanax </italic>species belonging to the upper
				Paraguaçu River basin in a clade named hereafter Clade 1, with 0.95 probability
				posterior value (<xref ref-type="fig" rid="f2">Fig. 2A</xref>), except <italic>A.
				hamatilis</italic>. This latter species was joined with species from other
				hydrographic basins (<italic>Astyanax taeniatus</italic> Jenyns, 1842 from the
				Ribeira da Terra Firme River; <italic>A. burgerai</italic> <xref ref-type="bibr"
				rid="B80">Zanata &amp; Camelier, 2009</xref> from the Almada River; <italic>Astyanax
				</italic>sp<italic>. </italic>from the Marcanaí River, and <italic>Astyanax
				</italic>sp. from the Macacuá River) in a distant clade from Clade 1.</p>
			<p>The Clade 1 recovered 19 nominal <italic>Astyanax </italic>species from 17
				hydrographic basins, which are part of the Brazilian crystalline shield and the
				Atlantic coast drainages (<xref ref-type="fig" rid="f2">Figs. 2A, B</xref>),
				representing 390 sequences for <italic>A. bifasciatus</italic> <xref ref-type="bibr"
				rid="B26">Garavello &amp; Sampaio, 2010</xref>, <italic>A. bockmanni</italic> <xref
				ref-type="bibr" rid="B71">Vari &amp; Castro, 2007</xref>, <italic>A.</italic> aff.
				<italic>bockmanni</italic>, <italic>A. dissimilis</italic> <xref ref-type="bibr"
				rid="B26">Garavello &amp; Sampaio, 2010</xref>, <italic>A. fasciatus
				</italic>Cuvier, 1819,<italic> A. gymnodontus</italic> Eigenmann, 1911,<italic> A.
				gymnogenys</italic> Eigenmann, 1911, and<italic> A. minor </italic>Garavello &amp;
				Sampaio, 2010 from Paraná River basin;<italic> A. paranae</italic> Eigenmann, 1914
				(Paraná and Paraguay basins); <italic>A. intermedius </italic>Eigenmann, 1908 from
				Paraíba do Sul basin; <italic>A.</italic> aff. <italic>intermedius </italic>from
				Paraná and Paraíba do Sul basins;<italic> A. </italic>cf.<italic> fasciatus</italic>
				and<italic> A. rivularis</italic> Lutken, 1875 from Paraná and São Francisco
				basins;<italic> A. scabripinnis</italic> Jennys, 1842 from Paraná, Paraíba do Sul,
				Paraguay, São Francisco, and Doce basins;<italic> A. bimaculatus</italic> Linnaeus,
				1758 from São Francisco basin;<italic> A. laticeps</italic> Cope, 1894 and
				<italic>A. obscurus</italic> Hensel, 1870 from Itapocu basin; <italic>A.
				</italic>aff. <italic>fasciatus </italic>and <italic>A. </italic>aff.
				<italic>jequitinhonhae</italic> Steindachner, 1877 from Jequitinhonha basin;
				<italic>A. xavante</italic> <xref ref-type="bibr" rid="B29">Garutti &amp; Venere,
				2009</xref> from Araguaia basin; and<italic> A. brucutu</italic>, <italic>A.
				epiagos</italic>,<italic> A. lorien</italic>, <italic>A. rupestris</italic>,
				and<italic> A. </italic>aff. <italic>rupestris</italic> from upper Paraguaçu basin
				(<xref ref-type="fig" rid="f2">Fig. 2B</xref>).</p>
			<p>
				<fig id="f2">
					<label>FIGURE 2 | </label>
					<caption>
						<title>Bayesian tree showing phylogenetic relationships among
							<italic>Astyanax </italic>species, using 1,792 COI sequences available
							in the Bold system database, and 75 ones produced in this study for
							specimens of <italic>Astyanax</italic> endemic to the upper Paraguaçu
							River basin. <bold>A</bold>. Clusters (black) for the clade 1 formed by
							<italic>Astyanax </italic>species closely related to the specimens
							collected in the Paraguaçu River; and clusters (grey) for the remaining
							analyzed<italic> Astyanax</italic> species. <bold>B</bold>. Clade 1 in
							details, depicting the delimitation species results using BIN, ABGD, and
							GMYC approaches. Black rectangles represent the distinct number of MOTUs
							identified by the three analyses: BIN (MOTU 1-5); ABGD (MOTU 1-19); GMYC
							(MOTU 1-50). The numbers in the nodes correspond to the main clusters of
							species (<inline-supplementary-material mime-subtype="pdf"
							mimetype="application" xlink:href="1982-0224-ni-21-02-e230032-s2.pdf"
							>Tab. <bold>S2</bold></inline-supplementary-material>). Nodes marked
							with an asterisk denote posterior probabilities greater than 0.9.
							Species of <italic>Astyanax</italic> from the upper Paraguaçu River
							basin are highlighted in colored rectangles. <italic>Astyanax</italic>
							sp. sequences were download from BOLD system database. Our studied
							species are in bold letters. The colors of the species name are
							highlighted in accordance with <xref ref-type="fig" rid="f1">Fig.
							1</xref>.</title>
					</caption>
					<graphic xlink:href="1982-0224-ni-21-02-e230032-gf2.jpg"></graphic>
				</fig>
			</p>
			<p>Specimens of <italic>Astyanax </italic>sp. were named following the indication of the
				collection site reported in the BOLD database. Among the specimens identified at the
				genus level only (<italic>i.e</italic>., <italic>Astyanax </italic>sp.), two
				sequences belong to individuals from the Coité River and two belong to individuals
				collected in the Piabinha River, both rivers from the upper Paraguaçu River basin.
				Details about the samples are available in the <inline-supplementary-material
				mime-subtype="pdf" mimetype="application"
				xlink:href="1982-0224-ni-21-02-e230032-s2.pdf">Tab.
				<bold>S2</bold></inline-supplementary-material>.</p>
			<p><bold>Single locus species delimitation analyses. </bold>Our single locus
				delimitation analyses for the species obtained in Clade 1, with COI sequences,
				showed different results among the three approaches used herein (BIN, ABGD, GMYC,
				<xref ref-type="fig" rid="f2">Fig. 2B</xref>). The BIN approach recovered five
				distinct MOTUs. Focusing on the species from the Paraguaçu River basin, <italic>A.
				brucutu</italic>,<italic> A. epiagos</italic>, and <italic>A</italic>.
				<italic>lorien</italic> were grouped with <italic>Astyanax </italic>sp. Coité and
				thirteen nominal species in a single MOTU (MOTU 1, BIN AAC5910). <italic>Astyanax
				rupestris</italic> (MOTU 4, BIN ADI2769) was separated from <italic>A. </italic>aff.
				<italic>rupestris</italic> (MOTU 5, BIN ACR6356), while <italic>Astyanax
				</italic>sp. Piabinha was grouped with this latter. The mean divergence within BINs
				ranged from 0% (MOTU 2, BIN ABZ0055) to 1.7% (MOTU 1, BIN AAC5910), and the pairwise
				divergence between BINs ranged from 1.8% (MOTU 4, BIN ADI2769 and MOTU 5, BIN
				ACR6356) to 3.6% (MOTU 4, BIN ADI2769 and MOTU 3, BIN ABZ6219).</p>
			<p>The ABGD analysis indicated the presence of 19 distinct MOTUs into Clade 1, with four
				singletons, <italic>i.e</italic>., four MOTUs represented only by a single
				individual. The average genetic distances within and between these MOTUs were 0.18%
				and 2.5%, respectively. We found <italic>A. brucutu</italic>,<italic> A.
				lorien</italic>, and <italic>Astyanax </italic>sp. Coité grouped into the MOTU 1
				with 12 nominal species. The species <italic>A. epiagos</italic> and <italic>A.
				rupestris</italic> were separately recovered in the MOTU 4 and 17, respectively. The
				genetic distance between MOTU 1 and 4 was 1.8%. Differently from the BIN analysis,
				<italic>A. </italic>aff. <italic>rupestris</italic> was divided in two MOTUs
				named<italic> A. </italic>aff. <italic>rupestris</italic> 1 (MOTU 18) and <italic>A.
				</italic>aff. <italic>rupestris</italic> 2 (MOTU 19), with a genetic distance
				between them equal to 0.7%.</p>
			<p>The GMYC results showed a total of 50 MOTUs, of which eight were singletons. The
				confidence limit for the estimated number of entities ranged from 49 to 60. The null
				model likelihood (L<sub>0 </sub>= 3877.946) was significantly (p &lt; 0.01) lower
				than the GMYC model likelihood (L = 4039.65), indicating that there is probably more
				than one species in our sample. We observed <italic>A. brucutu</italic> and
				<italic>A. lorien</italic> grouped in the same MOTU (MOTU 26), while
				<italic>Astyanax </italic>sp. Coité River was clustered to the species <italic>A.
				bimaculatus</italic>,<italic> A. </italic>cf. <italic>fasciatus</italic>, and
				<italic>A. fasciatus </italic>from Miriri and São Francisco basins (MOTU 25). On the
				other hand, <italic>A. epiagos</italic> (MOTU 18), <italic>A. rupestris</italic>
				(MOTU 48), <italic>A. </italic>aff. <italic>rupestris</italic> 1 (MOTU 49), and
				<italic>A. </italic>aff. <italic>rupestris</italic> 2 (MOTU 50) were recovered as
				independent MOTUs. The average genetic distance values were 0.14% for intra- and
				1.8% for inter-MOTUs.</p>
			<p>The average genetic distance values calculated between <italic>Astyanax</italic> from
				the Paraguaçu River basin, defined by the BP&amp;P analysis, were 0.0% (intra-MOTU)
				and 2.1% (inter-MOTU). The maximum intra-MOTU distance was 0.001% (<italic>A.
				rupestris</italic>), and the minimum inter-MOTU distance was 0.3% (<italic>A.
				brucutu</italic> and<italic> A. lorien</italic>). <italic>Astyanax </italic>aff.
				<italic>rupestris</italic> 1 and <italic>A. </italic>aff. <italic>rupestris</italic>
				2 showed 0.7% inter-MOTU distance, while both diverged 1.8% from <italic>A.
				rupestris</italic> (see <inline-supplementary-material mime-subtype="pdf"
				mimetype="application" xlink:href="1982-0224-ni-21-02-e230032-s3.pdf">Tab.
				<bold>S3</bold></inline-supplementary-material>).</p>
			<p><bold>Multilocus species delimitation. </bold>After edition and alignment, the
				dataset for <italic>A. brucutu</italic>, <italic>A. epiagos</italic>, <italic>A.
				lorien</italic>,<italic> A. rupestris</italic>, and<italic> A. </italic>aff.
				<italic>rupestris</italic> consisted of 140 S7 sequences with 684 bp, and 75 COI and
				73 Cytb sequences, comprising fragments with 614 bp and 1,032 bp, respectively. No
				stop-codons, deletions or insertions were observed.</p>
			<p>The BEAST* analyses used to obtain a guide tree reached apparent convergence, with
				ESS of at least 300 for all parameters, showing convergence between runs. The
				BP&amp;P results, using this prior information, separated <italic>A.
				brucutu</italic>,<italic> A. epiagos</italic>, <italic>A. lorien</italic>, and
				<italic>A. rupestris</italic>, and, similarly to the ABGD and GMYC results,
				suggested the existence of two genetic lineages within <italic>A. </italic>aff.
				<italic>rupestris</italic> (<italic>A. </italic>aff. <italic>rupestris</italic> 1
				and <italic>A. </italic>aff. <italic>rupestris</italic> 2). The speciation
				probabilities assumed maximum values (1.0) on all nodes. Moreover, the species
				delimitation results were not affected by different prior settings, and we recovered
				maximum speciation probability values for all internal nodes in all tested
				combinations, indicating consistent results among runs (<xref ref-type="fig"
				rid="f3">Fig. 3</xref>).</p>
			<p>
				<fig id="f3">
					<label>FIGURE 3 | </label>
					<caption>
						<title>Species tree showing phylogenetic relationships for
							<italic>Astyanax</italic>’s MOTUs from the upper Paraguaçu River basin.
							The tree was generated using approximately 2,230 bp obtained for the
							COI, Cytb, and S7 sequences for the samples indicated in
							<inline-supplementary-material mime-subtype="pdf" mimetype="application"
							xlink:href="1982-0224-ni-21-02-e230032-s1.pdf">Tab.
							<bold>S1</bold></inline-supplementary-material>. The topology
							corresponds to the Bayesian tree. The numbers on the branches are
							bootstrap values for the posterior probability for Bayesian species tree
							and speciation probability values of BP&amp;P species delimitation. The
							scale bar indicates nucleotide substitutions per site.</title>
					</caption>
					<graphic xlink:href="1982-0224-ni-21-02-e230032-gf3.jpg"></graphic>
				</fig>
			</p>
		</sec>
		<sec sec-type="discussion">
			<title>DISCUSSION</title>
			<p>Our major phylogenetic analysis recovered all endemic species from the upper
				Paraguaçu River studied here in a single and large clade (Clade 1). It is noteworthy
				that although we have included four of the six endemic species, we did not include
				all <italic>Astyanax </italic>species described for the Paraguaçu River basin (<xref
				ref-type="bibr" rid="B65">Santos, Caramaschi, 2007</xref>, <xref ref-type="bibr"
				rid="B64">2011</xref>), therefore, Clade 1 must be incomplete. Despite this, our
				findings suggest that fishes of this basin share an evolutionary history that can
				result in its high level of endemism (<xref ref-type="bibr" rid="B9">Buckup,
				2011</xref>; <xref ref-type="bibr" rid="B11">Camelier, Zanata, 2014a</xref>; <xref
				ref-type="bibr" rid="B48">de Pinna <italic>et al</italic>., 2018</xref>).
				Interestingly, we observed a pattern of genetic proximity between species of Clade 1
				and species from distinct hydrographic basins, such as the Brazilian crystalline
				shield and the Atlantic coastal drainages (<italic>i.e</italic>., São Francisco,
				Paraná, and Paraíba do Sul basins). According to <xref ref-type="bibr" rid="B61"
				>Ribeiro, (2006)</xref>, geological events between upland crystalline drainages and
				Atlantic tributaries occurred at different times, causing seemingly distant basins
				to share species or even species complex. The Paraguaçu River has an extensive
				system of branching headwaters that are adjacent to the eastern streams of the São
				Francisco basin (<xref ref-type="bibr" rid="B9">Buckup, 2011</xref>). In fact,
				several sister taxa or genetically related species between São Francisco River and
				NMAF ecoregion, presently separated by the Espinhaço Mountains, have been already
				reported (<italic>e.g</italic>., <xref ref-type="bibr" rid="B11">Camelier, Zanata,
				2014a</xref>; <xref ref-type="bibr" rid="B66">Sarmento-Soares <italic>et
				al</italic>., 2016</xref>; <xref ref-type="bibr" rid="B56">Ramirez <italic>et
				al</italic>., 2017</xref>; <xref ref-type="bibr" rid="B3">Anjos <italic>et
				al</italic>., 2020</xref>). </p>
			<p>In turn, although the species delimitation methods can be delimiting lineages, but
				not necessarily species (<xref ref-type="bibr" rid="B13">Carstens <italic>et
				al</italic>., 2013</xref>; <xref ref-type="bibr" rid="B69">Sukumaran, Knowles,
				2017</xref>), our results are in accordance with the taxa considered valid to the
				upper Paraguaçu basin (<italic>A. brucutu</italic>, <italic>A. epiagos</italic>,
				<italic>A. lorien</italic>,<italic> A. rupestris</italic>) and revealed the
				existence of two genetic lineages within <italic>A. </italic>aff.
				<italic>rupestris</italic>. However, the number of identified MOTUs was
				method-dependent, as previously reported in similar studies (<italic>e.g</italic>.,
				<xref ref-type="bibr" rid="B18">Costa-Silva <italic>et al</italic>., 2015</xref>;
				<xref ref-type="bibr" rid="B63">Rossini <italic>et al</italic>., 2016</xref>; <xref
				ref-type="bibr" rid="B40">Machado <italic>et al</italic>., 2018</xref>). These
				discrepancies may likely be due to analytical differences inherent to each method.
				The BIN and ABGD methods are based on genetic distances. The former is a result of
				the refined single linkage (RESL), which associates COI sequences with an identifier
				(BIN) based on a distance value automatically delineated (<xref ref-type="bibr"
				rid="B59">Ratnasingham, Hebert, 2013</xref>), while ABGD requires a priori
				specification of an intraspecific distance threshold (<xref ref-type="bibr"
				rid="B52">Puillandre <italic>et al</italic>., 2012</xref>). Contrastingly, GMYC uses
				coalescence approaches, and it requires an ultrametric gene tree in which branches
				are assigned to one lineage per species or multiple lineages per species (<xref
				ref-type="bibr" rid="B50">Pons <italic>et al</italic>., 2006</xref>). In addition,
				inconsistencies between the species delimitation methods may be biased by the
				molecular markers used (<xref ref-type="bibr" rid="B31">Hebert <italic>et
				al</italic>., 2003</xref>) and the limited sample sizes (<xref ref-type="bibr"
				rid="B13">Carstens <italic>et al</italic>., 2013</xref>) common to many
				investigations. It has been suggested that since distance methods rely heavily on
				the disparity between intra- and interspecific variation, an incomplete taxonomic
				sampling could influence the accuracy of the method (<xref ref-type="bibr" rid="B24"
				>Frézal, Leblois, 2008</xref>). </p>
			<p>The BIN analysis showed more conservative results, grouping the nominal species
				<italic>A. brucutu</italic>,<italic> A.</italic> <italic>epiagos</italic>, and
				<italic>A. lorien</italic>, plus <italic>Astyanax </italic>sp. from Coité River, in
				a single MOTU; and separating <italic>A. rupestris</italic> from the<italic> A.
				</italic>aff. <italic>rupestris</italic> and <italic>Astyanax </italic>sp. Piabinha.
				The BIN method uses 2.2% threshold, splitting species in new BINs when this value is
				at least twice higher (<italic>e.g</italic>., 4.4%) (<xref ref-type="bibr" rid="B59"
				>Ratnasingham, Hebert, 2013</xref>). Although genetic distances equal or higher than
				2% are commonly used to separate MOTUs (<xref ref-type="bibr" rid="B30">Hebert
				<italic>et al</italic>., 2004</xref>; <xref ref-type="bibr" rid="B73">Ward,
				2009</xref>), this threshold can underestimate the number of species when applied to
				complex groups such as <italic>Astyanax</italic>. For Neotropical fishes, smaller
				genetic divergence values have been reported for congeneric species with recent
				divergence (<italic>e.g</italic>., <xref ref-type="bibr" rid="B14">Carvalho
				<italic>et al</italic>., 2011</xref>; <xref ref-type="bibr" rid="B45">Pereira
				<italic>et al</italic>., 2011</xref>; <xref ref-type="bibr" rid="B57">Ramirez,
				Galetti, 2015</xref>; <xref ref-type="bibr" rid="B39">Machado <italic>et
				al</italic>., 2016</xref>; <xref ref-type="bibr" rid="B56">Ramirez <italic>et
				al</italic>., 2017</xref>; <xref ref-type="bibr" rid="B62">Ribolli <italic>et
				al</italic>., 2021</xref>), and 1% has been acclaimed as the optimal threshold for
				those belonging to species complexes (<xref ref-type="bibr" rid="B34">Hubert
				<italic>et al</italic>., 2008</xref>; <xref ref-type="bibr" rid="B45">Pereira
				<italic>et al</italic>., 2011</xref>). Therefore, the nature of the algorithms used
				by the BIN method may suffer interference when employed in hyper-diverse groups. For
				these latter groups, GMYC analyses have been considered more efficient than other
				methods (<xref ref-type="bibr" rid="B59">Ratnasingham, Hebert, 2013</xref>; <xref
				ref-type="bibr" rid="B18">Costa-Silva <italic>et al</italic>., 2015</xref>; <xref
				ref-type="bibr" rid="B62">Ribolli <italic>et al</italic>., 2021</xref>), consisting
				in one of the most accepted approaches for species delimitation based on a single
				locus analysis (<xref ref-type="bibr" rid="B18">Costa-Silva <italic>et al</italic>.,
				2015</xref>). In <italic>Astyanax</italic>, this method was already chosen as the
				most appropriate for species delimitation (<xref ref-type="bibr" rid="B63">Rossini
				<italic>et al</italic>., 2016</xref>).</p>
			<p>Following our single locus analysis and GMYC results, this study showed five MOTUs
				among the focused species in the Paraguaçu basin, recognizing <italic>A.
				epiagos</italic> (MOTU 28) and <italic>A. rupestris</italic> (MOTU 48) as distinct
				species, but joining the two nominal species <italic>A. lorien</italic> and<italic>
				A. brucutu</italic> in a single clade (MOTU 26)<italic>. </italic>Of note, the
				multilocus species delimitation approach used here was able to separate the latter
				species into different MOTUs. Moreover, the description of both species was based on
				strong diagnostic morphological characters and distinct habitats (<xref
				ref-type="bibr" rid="B81">Zanata <italic>et al</italic>., 2017</xref>, <xref
				ref-type="bibr" rid="B79">2018</xref>; <xref ref-type="bibr" rid="B72">Vita
				<italic>et al</italic>., 2020</xref>). According to these authors, <italic>Astyanax
				brucutu</italic> presents a unique mandibular morphology similarly found only in
				specimens of <italic>Creagrutus</italic> Günther, 1864 and <italic>Piabina</italic>
				Reinhardt, 1867. Furthermore, <italic>A. brucutu</italic> inhabits a geographical
				region characterized by a distinctive combination of environmental attributes, such
				as high transparent water, elevated levels of dissolved oxygen, patches of gastropod
				shells on the bottom and coarse substrate partially covered by aquatic macrophytes,
				which are not observed elsewhere in the basin or adjacent drainages (<xref
				ref-type="bibr" rid="B81">Zanata <italic>et al</italic>., 2017</xref>).
				Additionally, these nominal species could be easily identified by the monophyly
				criterion and their allopatric distribution.</p>
			<p>Although it is parsimonious to consider <italic>A. lorien</italic> and <italic>A.
				brucutu</italic> as valid species, an alternative hypothesis is to assume that the
				morphological differences among them are possibly related to local adaptations,
				since the presence of barriers to gene flow can promote such phenotypic differences
				in distinct populations or lineages (<xref ref-type="bibr" rid="B78">Zamudio
				<italic>et al</italic>., 2016</xref>). <xref ref-type="bibr" rid="B63">Rossini
				<italic>et al</italic>., (2016)</xref> argued that <italic>Astyanax</italic> local
				populations described as new species due only to their restricted geographical
				distribution or local adaptations could be synonymized in the future. Therefore,
				further phylogeographic studies incorporating a larger sampling, genomic data, and
				considering population size and divergence time as relevant parameters should be
				performed to reassess the genetic relationships between <italic>A. lorien</italic>
				and <italic>A. brucutu</italic>.</p>
			<p>Meantime, low genetic distances among species have been often associated with recent
				divergences, in which the time to accumulate genetic differences is quite short
				(<xref ref-type="bibr" rid="B43">Ornelas-García <italic>et al</italic>.,
				2008</xref>). Previous studies using the COI gene have already detected low genetic
				distances among species of <italic>Astyanax</italic>, reporting 0.93%
				between<italic> A</italic>. cf. <italic>fasciatus</italic> and <italic>A.
				rivularis</italic> (<italic>e.g</italic>., <xref ref-type="bibr" rid="B14">Carvalho
				<italic>et al</italic>., 2011</xref>)<italic>.</italic> Low interspecific genetic
				distance values related to recent divergence have also been described within other
				fish genera, such as <italic>Parodon</italic> Valenciennes, 1849 (0.4%; <xref
				ref-type="bibr" rid="B4">Bellafronte <italic>et al</italic>., 2013</xref>),
				<italic>Zungaro</italic> Bleeker, 1858 (0.4%; <xref ref-type="bibr" rid="B49">Pires
				<italic>et al</italic>., 2017</xref>), <italic>Megaleporinus</italic> Ramirez,
				Birindelli &amp; Galetti Jr., 2017 (0.67%; <xref ref-type="bibr" rid="B56">Ramirez
				<italic>et al</italic>., 2017</xref>), <italic>Leporinus</italic> Agassiz, 1829
				(0.7%; <xref ref-type="bibr" rid="B67">Silva-Santos <italic>et al</italic>.,
				2018</xref>) <italic>Rineloricaria</italic> Bleeker, 1862 (0.8%; <xref
				ref-type="bibr" rid="B18">Costa-Silva <italic>et al</italic>., 2015</xref>),
				<italic>Apareiodon</italic> (0.9%; <xref ref-type="bibr" rid="B4">Bellafronte
				<italic>et al</italic>., 2013</xref>), and <italic>Laemolyta</italic> Cope, 1872
				(0.9%; <xref ref-type="bibr" rid="B57">Ramirez, Galetti Jr., 2015</xref>)<italic>.
				</italic>The small body size of specimens of <italic>Astyanax</italic> and the fact
				of some species are geographically isolated in headwaters may enable the occurrence
				of vicariance events and speciation by geographic isolation (<xref ref-type="bibr"
				rid="B15">Castro, 1999</xref>). Low genetic divergence between isolated species in
				distinct tributaries in the same basin may indicate that they had been through a
				recent vicariance followed by a fast morphological differentiation, without reaching
				a reciprocal monophyly (<xref ref-type="bibr" rid="B18">Costa-Silva <italic>et
				al</italic>., 2015</xref>). That might explain the low genetic divergence (0.3%)
				between <italic>A. lorien</italic> and <italic>A. brucutu</italic> herein observed. </p>
			<p>The multilocus analysis, separating <italic>A. lorien</italic> from the remaining
				<italic>Astyanax</italic> species studied, including <italic>A. brucutu</italic>
				(<xref ref-type="fig" rid="f3">Fig. 3</xref>), reinforces the taxonomic validity of
				these species. On the other hand, <italic>A. rupestris</italic> and <italic>A.
				</italic>aff. <italic>rupestris</italic> showed higher values of genetic distances
				(1.8%; see <inline-supplementary-material mime-subtype="pdf" mimetype="application"
				xlink:href="1982-0224-ni-21-02-e230032-s3.pdf">Tab.
				<bold>S3</bold></inline-supplementary-material>), suggesting that <italic>A.
				</italic>aff. <italic>rupestris</italic> may be indeed considered distinct from
				<italic>A. rupestris</italic>. This result is in accordance with the difficulties
				pointed by <xref ref-type="bibr" rid="B79">Zanata <italic>et al</italic>.,
				(2018)</xref> in the description of <italic>A. rupestris</italic>, in which the
				authors decided not to include the population of the Piabinha River within
				<italic>A. rupestris</italic>. According to the authors, specimens of <italic>A.
				</italic>aff. <italic>rupestris</italic> are very similar morphologically to
				<italic>A. rupestris</italic> but possess variations in some meristic characters
				that were not observed in the former. The Piabinha population also presents high
				frequency of specimens with variable lateral-line perforation, four premaxillary
				teeth in the inner row, and reduction in the number of branched dorsal- and
				pelvic-fin rays (<xref ref-type="bibr" rid="B79">Zanata <italic>et al</italic>.,
				2018</xref>). <italic>Astyanax</italic> aff. <italic>rupestris</italic> is
				apparently restrict to the Piabinha River, a Cumbuca’s tributary, while <italic>A.
				rupestris</italic> is known to occurs in a somewhat broader distribution throughout
				both Cumbuca and Piaba River sub-basins (<xref ref-type="bibr" rid="B79">Zanata
				<italic>et al</italic>., 2018</xref>). </p>
			<p>Furthermore, the GMYC approach also pointed <italic>A. </italic>aff.
				<italic>rupestris</italic> divided in two MOTUs (<italic>A. </italic>aff.
				<italic>rupestris</italic> 1 and <italic>A. </italic>aff. <italic>rupestris</italic>
				2), evidencing hidden genetic diversity and showing MOTUs in sympatry and reciprocal
				monophyly (see <xref ref-type="fig" rid="f3">Fig. 3</xref>), though with less than
				1% of genetic distance between them (0.7%). It appears that some
				<italic>Astyanax</italic> lineages from the upper Paraguaçu are in a gray zone
				(<italic>sensu</italic> <xref ref-type="bibr" rid="B53">de Queiroz, 2007</xref>), in
				which speciation is in process, and the boundaries among species are hardly
				identified (<xref ref-type="bibr" rid="B18">Costa-Silva <italic>et al</italic>.,
				2015</xref>; <xref ref-type="bibr" rid="B3">Anjos <italic>et al</italic>.,
				2020</xref>). In this sense, we agree that further population studies of <italic>A.
				rupestris</italic>,<italic> A. </italic>aff. <italic>rupestris</italic> 1, and
				<italic>A. </italic>aff. <italic>rupestris</italic> 2, using methods of integrative
				taxonomy, including molecular and morphological data, are necessary to clarify the
				taxonomic status of the <italic>A. rupestris</italic> putative species complex.</p>
			<p>Our study was useful in confirming <italic>A. rupestris</italic> from the Piaba and
				Cumbuca sub-basins as a single molecular unit distinct from <italic>A. </italic>aff.
				<italic>rupestris</italic> from the Piabinha River. In addition, the data supported
				the existence of two genetic lineages within the <italic>A. </italic>aff.
				<italic>rupestris</italic> morphotype. The multilocus analysis was more efficient in
				identifying species with recent divergence when compared to the single locus
				analysis using COI sequence only. Altogether, we characterized six distinct MOTUs:
				<italic>Astyanax epiagos</italic>, <italic>A. brucutu</italic>, <italic>A.
				lorien</italic>, <italic>A. rupestris</italic>, <italic>A. </italic>aff.
				<italic>rupestris</italic> 1, and <italic>A. </italic>aff.
				<italic>rupestris</italic> 2. Regarding the two<italic> Astyanax</italic> sp.
				previously reported for the Paraguaçu River basin by <xref ref-type="bibr" rid="B63"
				>Rossini <italic>et al</italic>., (2016)</xref>, the results indicated that
				<italic>Astyanax</italic> sp. from the Piabinha River and <italic>A. </italic>aff.
				<italic>rupestris</italic> 2 share the same COI haplotype, and, consequently,
				belonging to the same taxon (MOTU). On the other hand, <italic>Astyanax </italic>sp.
				from the Coité tributary needs to be taxonomically assessed, since it clustered to
				nominal species from São Francisco and Miriri basins, showing no genetic similarity
				to the endemic <italic>Astyanax</italic> species from the Paraguaçu River studied
				here. Overall, these findings contribute to a better understanding of the diversity
				of this fish group in the upper Paraguaçu River basin, pointing out hidden diversity
				and reinforcing the relevance of this hydrographic system for the biodiversity
				ichthyofauna.</p>
		</sec>
	</body>
	<back>
		<ack>
			<title>ACKNOWLEDGEMENTS</title>
			<p>The authors thank Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP
				2010/52315–7, 2016/19075–9, and 2017/09321–5). RSS and CBM thanks Coordenação de
				Aperfeiçoamento de Pessoal de Nível Superior (CAPES Financial Code 001). AMZ and PC
				thank Conselho Nacional de Desenvolvimento Científico e Tecnológico (AMZ: CNPq
				476449/2007–3, 562335/2010–2, 476495/2010–5; 563299/2010–0, 304477/2018-4; PC:
				423760/2018-1). PDF and PMGJ thank CNPq (317345/2021-4 and 303524/2019-7,
				respectively) for the financial support. The authors also thank Rafael Burger for
				helping with the sampling collecting and Ueslei Lopes for contributing to improve
				this manuscript. The authors thank three anonymous reviewers for constructive
				comments that improved the manuscript. </p>
			<p> </p>
		</ack>
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			<title>ADDITIONAL NOTES</title>
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</article>
