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<article article-type="research-article" dtd-version="1.1" specific-use="sps-1.9" xml:lang="en"
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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="other">00211</article-id>
			<article-id pub-id-type="doi">10.1590/1982-0224-2024-0040</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Original Article</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>DNA barcode shows discordant cases among morphological and molecular
					species identification in <italic>Isbrueckerichthys</italic> (Siluriformes:
					Loricariidae)</article-title>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author" corresp="no">
					<contrib-id contrib-id-type="orcid">0000-0002-0796-6778</contrib-id>
					<name>
						<surname>Almeida</surname>
						<given-names>Rafael B. de</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
					<role>Formal analysis</role>
					<role>Investigation</role>
					<role>Methodology</role>
					<role>Writing-original draft</role>
				</contrib>
				<contrib contrib-type="author" corresp="no">
					<contrib-id contrib-id-type="orcid">0000-0002-7096-9576</contrib-id>
					<name>
						<surname>Azambuja</surname>
						<given-names>Matheus</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
					<role>Data curation</role>
					<role>Formal analysis</role>
					<role>Investigation</role>
					<role>Methodology</role>
					<role>Visualization</role>
					<role>Writing-original draft</role>
					<role>Writing-review and editing</role>
				</contrib>
				<contrib contrib-type="author" corresp="no">
					<contrib-id contrib-id-type="orcid">0000-0001-5757-9648</contrib-id>
					<name>
						<surname>Nogaroto</surname>
						<given-names>Viviane</given-names>
					</name>
					<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
					<role>Data curation</role>
					<role>Formal analysis</role>
					<role>Investigation</role>
					<role>Methodology</role>
					<role>Supervision</role>
					<role>Visualization</role>
					<role>Writing-original draft</role>
					<role>Writing-review and editing</role>
				</contrib>
				<contrib contrib-type="author" corresp="no">
					<contrib-id contrib-id-type="orcid">0000-0002-7010-8880</contrib-id>
					<name>
						<surname>Oliveira</surname>
						<given-names>Claudio</given-names>
					</name>
					<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
					<role>Conceptualization</role>
					<role>Data curation</role>
					<role>Formal analysis</role>
					<role>Funding acquisition</role>
					<role>Investigation</role>
					<role>Methodology</role>
					<role>Project administration</role>
					<role>Validation</role>
					<role>Visualization</role>
					<role>Writing-original draft</role>
					<role>Writing-review and editing</role>
				</contrib>
				<contrib contrib-type="author" corresp="no">
					<contrib-id contrib-id-type="orcid">0000-0002-3982-4934</contrib-id>
					<name>
						<surname>Roxo</surname>
						<given-names>Fábio F.</given-names>
					</name>
					<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
					<role>Data curation</role>
					<role>Formal analysis</role>
					<role>Investigation</role>
					<role>Methodology</role>
				</contrib>
				<contrib contrib-type="author" corresp="no">
					<contrib-id contrib-id-type="orcid">0000-0002-5642-4908</contrib-id>
					<name>
						<surname>Zawadzki</surname>
						<given-names>Cláudio H.</given-names>
					</name>
					<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
					<role>Conceptualization</role>
					<role>Data curation</role>
					<role>Formal analysis</role>
					<role>Investigation</role>
					<role>Methodology</role>
					<role>Visualization</role>
					<role>Writing-original draft</role>
					<role>Writing-review and editing</role>
				</contrib>
				<contrib contrib-type="author" corresp="yes">
					<contrib-id contrib-id-type="orcid">0000-0003-3913-9889</contrib-id>
					<name>
						<surname>Vicari</surname>
						<given-names>Marcelo R.</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
					<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
					<role>Conceptualization</role>
					<role>Data curation</role>
					<role>Formal analysis</role>
					<role>Funding acquisition</role>
					<role>Investigation</role>
					<role>Methodology</role>
					<role>Project administration</role>
					<role>Supervision</role>
					<role>Validation</role>
					<role>Writing-original draft</role>
					<role>Writing-review and editing</role>
				</contrib>
			</contrib-group>
			<aff id="aff1">
				<institution content-type="original">Programa de Pós-Graduação em Genética,
					Universidade Federal do Paraná, Centro Politécnico, Jardim das Américas,
					81531-990 Curitiba, PR, Brazil. (RBA) bonfimetal@hotmail.com, (MA)
					matheus_azambuja@hotmail.com, (MRV) vicarimr@uepg.br (corresponding
					author).</institution>
				<institution content-type="orgdiv1">Programa de Pós-Graduação em
					Genética</institution>
				<institution content-type="orgname">Universidade Federal do Paraná</institution>
				<addr-line>
					<city>Curitiba</city>
					<postal-code>81531-990</postal-code>
				</addr-line>
				<state>PR</state>
				<country country="BR">Brazil</country>
				<email>bonfimetal@hotmail.com</email>
				<email>matheus_azambuja@hotmail.com</email>
				<email>vicarimr@uepg.br</email>
			</aff>
			<aff id="aff2">
				<institution content-type="original">Departamento de Biologia Estrutural, Molecular
					e Genética, Universidade Estadual de Ponta Grossa, Av. Carlos Cavalcanti, 4748,
					84030-900 Ponta Grossa, PR, Brazil. (VN)
					vivianenogaroto@hotmail.com.</institution>
				<institution content-type="orgdiv1">Departamento de Biologia Estrutural, Molecular e
					Genética</institution>
				<institution content-type="orgname">Universidade Estadual de Ponta
					Grossa</institution>
				<addr-line>
					<city>Ponta Grossa</city>
					<postal-code>84030-900</postal-code>
				</addr-line>
				<state>PR</state>
				<country country="BR">Brazil</country>
				<email>vivianenogaroto@hotmail.com</email>
			</aff>
			<aff id="aff3">
				<institution content-type="original">Laboratório de Biologia e Genética de Peixes,
					Departamento de Biologia Estrutural e Funcional, Instituto de Biociências de
					Botucatu, Universidade Estadual Paulista, R. Prof. Dr. Antônio C. W. Zanin, s/n,
					Rubião Jr., 18618-689 Botucatu, SP, Brazil. (CO) claudio.oliveira@unesp.br,
					(FFR) roxoff@hotmail.com.br.</institution>
				<institution content-type="orgdiv1">Laboratório de Biologia e Genética de
					Peixes</institution>
				<institution content-type="orgdiv2">Departamento de Biologia Estrutural e Funcional,
					Instituto de Biociências de Botucatu</institution>
				<institution content-type="orgname">Instituto de Biociências de Botucatu,
					Universidade Estadual Paulista</institution>
				<addr-line>
					<city>Botucatu</city>
					<postal-code>18618-689</postal-code>
				</addr-line>
				<state>SP</state>
				<country country="BR">Brazil</country>
				<email>claudio.oliveira@unesp.br</email>
				<email>roxoff@hotmail.com.br</email>
			</aff>
			<aff id="aff4">
				<institution content-type="original">Núcleo de Pesquisas em Limnologia, Ictiologia e
					Aquicultura (Nupélia), Departamento de Biologia, Universidade Estadual de
					Maringá, Av. Colombo, 5790, 87020-900 Maringá, PR, Brazil. (CHZ)
					chzawadzki@hotmail.com.</institution>
				<institution content-type="orgname">Universidade Estadual de Maringá</institution>
				<institution content-type="orgdiv1">Departamento de Biologia</institution>
				<institution content-type="orgdiv2">Núcleo de Pesquisas em Limnologia, Ictiologia e
					Aquicultura (Nupélia)</institution>
				<addr-line>
					<city>Maringá</city>
					<postal-code>87020-900</postal-code>
				</addr-line>
				<state>PR</state>
				<country country="BR">Brazil</country>
				<email>chzawadzki@hotmail.com</email>
			</aff>
			<author-notes>
				<fn fn-type="edited-by" id="fn1">
					<label>Edited-by</label>
					<p>Hernán López-Fernández</p>
				</fn>
				<fn fn-type="corresp" id="fn2">
					<label>Correspondence</label>
					<p>Marcelo R. Vicari vicarimr@uepg.br</p>
				</fn>
				<fn fn-type="conflict" id="fn3">
					<label>Competing Interests</label>
					<p>The author declares no competing interests.</p>
				</fn>
			</author-notes>
			<pub-date date-type="pub" publication-format="electronic">
				<day>18</day>
				<month>10</month>
				<year>2024</year>
			</pub-date>
			<pub-date date-type="collection" publication-format="electronic">
				<year>2024</year>
			</pub-date>
			<volume>22</volume>
			<issue>03</issue>
			<elocation-id>e240040</elocation-id>
			<history>
				<date date-type="received">
					<day>07</day>
					<month>05</month>
					<year>2024</year>
				</date>
				<date date-type="accepted">
					<day>05</day>
					<month>08</month>
					<year>2024</year>
				</date>
			</history>
			<permissions>
				<copyright-statement>© 2024 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><italic>Isbrueckerichthys</italic> is a genus of armored catfish (Siluriformes:
					Loricariidae) with five species in the lowlands from the Ribeira de Iguape basin
					and in the uplands of the Tibagi River basin. Despite the validation of the
					morphological species, molecular data to investigate gene flow and species
					delimitation have not been completed for all species. For this purpose, we
					compared sequences of <italic>COI</italic> region associated with barcoding
					molecular identification, aiming for a species delimitation analysis and
					generating population data of <italic>I. alipionis</italic>, <italic>I.
						epakmos</italic>, <italic>I. duseni</italic>, <italic>I.</italic> cf.
						<italic>duseni</italic>, <italic>I. saxicola</italic>, and<italic> I.
						calvus</italic>. The K2P genetic distance, molecular species delimitation
					analysis, and well-sustained branches in the phylogenetic tree validate
						<italic>I. alipionis</italic>, <italic>I. epakmos</italic>, and <italic>I.
						duseni</italic>, and suggest <italic>I.</italic> cf. <italic>duseni
					</italic>as a valid molecular operational taxonomic unit. However, no
					differences were detected between <italic>I. saxicola</italic> and<italic> I.
						calvus</italic>. The discordance between molecular and morphological species
					may be due to the recent dispersal of some <italic>Isbrueckerichthys
					</italic>representatives at the border between the Ribeira de Iguape and Tibagi
					basins. The isolation features of the mountainous region of Ribeira de Iguape
					basin and headwaters captures to uplands are presented to explain the dispersion
					and the cases of incipient speciation in <italic>Isbrueckerichthys
					</italic>lineages.</p>
			</abstract>
			<trans-abstract xml:lang="pt">
				<title>Resumo</title>
				<p><italic>Isbrueckerichthys</italic> é um gênero de cascudinhos (Siluriformes:
					Loricariidae) que reúne cinco espécies morfológicas nas terras baixas da bacia
					do Ribeira de Iguape e nas terras altas da bacia do rio Tibagi. Apesar da
					validação das espécies morfológicas, estudos moleculares não tinham sido
					realizados para investigar o fluxo gênico e delimitação molecular das espécies.
					Para tanto, comparamos sequências da região <italic>COI </italic>associadas à
					identificação molecular por código de barras visando uma análise de delimitação
					de espécies e dados populacionais entre <italic>I. alipionis</italic>,
						<italic>I. epakmos</italic>, <italic>I. duseni</italic>, <italic>I.</italic>
					cf. <italic>duseni</italic>, <italic>I. saxicola</italic> e <italic>I.
						calvus</italic>. Os dados de distância genética K2P, a análise de
					delimitação molecular de espécies e ramos bem sustentados na árvore filogenética
					validam <italic>I. alipionis</italic>, <italic>I. epakmos</italic> e <italic>I.
						duseni</italic>, e sugere <italic>I.</italic> cf. <italic>duseni
					</italic>como unidade taxonômica operacional molecular. Ainda, não foram
					observadas diferenças entre <italic>I. saxicola</italic> e <italic>I.
						calvus</italic>. A discordância entre espécies moleculares e morfológicas
					pode ser devida à recente dispersão e diversificação de alguns representantes de
						<italic>Isbrueckerichthys</italic> na fronteira das bacias de Ribeira de
					Iguape e Tibagi. Características de isolamento da região serrana da bacia do
					Ribeira de Iguape e eventos de capturas de cabeceiras para terras altas foram
					utilizadas para explicar a dispersão e os casos de especiação incipiente em
					algumas linhagens de <italic>Isbrueckerichthys</italic>.</p>
			</trans-abstract>
			<kwd-group xml:lang="en">
				<title>Keywords:</title>
				<kwd>Incipient speciation</kwd>
				<kwd>Integrative taxonomy</kwd>
				<kwd>Molecular operational taxonomic units</kwd>
				<kwd>Molecular species delimitation</kwd>
				<kwd>Systematics</kwd>
			</kwd-group>
			<kwd-group xml:lang="pt">
				<title>Palavras chave:</title>
				<kwd>Delimitação molecular de espécies</kwd>
				<kwd>Especiação incipiente</kwd>
				<kwd>Sistemática</kwd>
				<kwd>Taxonomia integrativa</kwd>
				<kwd>Unidade taxonômica operacional molecular</kwd>
			</kwd-group>
			<funding-group>
				<award-group award-type="contract">
					<funding-source>CNPq</funding-source>
					<award-id>313566/2023–2</award-id>
				</award-group>
				<award-group award-type="contract">
					<funding-source>Fundação Araucária de Apoio ao Desenvolvimento Científico e
						Tecnológico do Estado do Paraná</funding-source>
					<award-id>009–2016</award-id>
				</award-group>
				<award-group award-type="contract">
					<funding-source>CAPES</funding-source>
					<award-id>001</award-id>
				</award-group>
				<award-group award-type="contract">
					<funding-source>FAPESP</funding-source>
					<award-id>2020/13433–6</award-id>
				</award-group>
				<award-group award-type="contract">
					<funding-source>CNPq</funding-source>
					<award-id>306054/2006–0</award-id>
				</award-group>
				<award-group award-type="contract">
					<funding-source>CNPq</funding-source>
					<award-id>441128/2020–3</award-id>
				</award-group>
				<funding-statement>MRV received financial support from Conselho Nacional de Desenvolvimento
					Científico e Tecnológico (CNPq 313566/2023–2) and Fundação Araucária de
					Apoio ao Desenvolvimento Científico e Tecnológico do Estado do Paraná
					(009–2016). RBA and MA received financial support from Coordenação de
					Aperfeiçoamento de Pessoal de Nível Superior (CAPES - Finance Code 001). CO
					received financial support from Fundação de Amparo à Pesquisa do Estado de
					São Paulo (FAPESP grant 2020/13433–6) and CNPq (processes 306054/2006–0 and
					441128/2020–3).</funding-statement>
			</funding-group>
			<counts>
				<fig-count count="2"/>
				<table-count count="4"/>
				<equation-count count="0"/>
				<ref-count count="78"/>
			</counts>
		</article-meta>
	</front>
	
	
	<body>
		<sec sec-type="intro">
			<title>INTRODUCTION</title>
			<p>Loricariidae is one of the most species-rich fish families, with 1,056 valid species
				grouped in 115 genera <xref ref-type="bibr" rid="B20">(Fricke <italic>et al</italic>., 2024)</xref>. The broad species
				diversification in Loricariidae makes it difficult for accurate determination of
				species relationships, leading to doubts in subfamilies, tribes, and genera
				<xref ref-type="bibr" rid="B29">(Isbrücker, 1980</xref>; <xref ref-type="bibr" rid="B5">Armbruster, 2004</xref>; <xref ref-type="bibr" rid="B57">Reis <italic>et al</italic>., 2006</xref>; <xref ref-type="bibr" rid="B41">Lujan
					<italic>et al</italic>., 2015</xref>; <xref ref-type="bibr" rid="B13">Covain <italic>et al</italic>., 2016</xref>; <xref ref-type="bibr" rid="B52">Pereira,
						Reis, 2017</xref>; <xref ref-type="bibr" rid="B61">Roxo <italic>et al</italic>., 2019)</xref>. Another crucial problem in
				Loricariidae is the taxonomic uncertainties that occur in paired species belonging
				to isolated hydrographic basins <xref ref-type="bibr" rid="B2">(Anjos <italic>et al</italic>., 2021</xref>; <xref ref-type="bibr" rid="B70">de Sousa
				<italic>et al</italic>., 2021</xref>; <xref ref-type="bibr" rid="B43">Lustosa-Costa <italic>et al</italic>., 2022)</xref> or
				species resident in tributaries and with low vagility <xref ref-type="bibr" rid="B1">(Albert <italic>et
					al</italic>., 2020</xref>; <xref ref-type="bibr" rid="B70">de Sousa <italic>et al</italic>., 2021)</xref>.</p>
			<p> The genus <italic>Isbrueckerichthys </italic>(Loricariidae: Siluriformes) was
				proposed by <xref ref-type="bibr" rid="B16">Derijst (1996)</xref>, justified on the discovery of an earlier type-species
				designation by Regan (1920), where <italic>Pareiorhaphis duseni </italic>(Miranda
				Ribeiro, 1907) and <italic>Pareiorhaphis alipionis </italic>(Gosline, 1947) were
				moved to the new genus. Their representatives are small-sized species of armored
				catfishes distinct from the sister taxon <italic>Neoplecostomus</italic> Eigenmann
				&amp; Eigenmann, 1888 by several diagnostic morphological characteristics, such as a
				small naked area behind the pterotic-supracleithrum, abdomen with small platelets
				embedded in the skin between pectoral girdle and pelvic-fin insertions, one spine
				and seven branched rays in the dorsal fin, caudal peduncle ovoid in cross-section,
				and lacking a series of papillae on the lower lip of the dentaries <xref ref-type="bibr" rid="B16">(Derijst, 1996</xref>;
				<xref ref-type="bibr" rid="B50">Pereira, Oyakawa, 2003</xref>; <xref ref-type="bibr" rid="B31">Jerep <italic>et al</italic>., 2006)</xref>.
					<italic>Isbrueckerichthys</italic> species inhabit headwater streams, usually
				rapids (&lt;1 m deep), with well-oxygenated water and substrates consisting of rocks
				<xref ref-type="bibr" rid="B51">(Pereira, Reis, 2002)</xref>. The first species recognized as
					<italic>Isbrueckerichthys</italic> (<italic>I. duseni</italic>, <italic>I.
					alipionis</italic>, and <italic>I. epakmos </italic>Pereira &amp; Oyakawa,
				2003)occur in the plain coastal lands of the Atlantic and are restricted to the
				Ribeira de Iguape River basin <xref ref-type="bibr" rid="B16">(Derijst, 1996</xref>; <xref ref-type="bibr" rid="B50">Pereira, Oyakawa, 2003</xref>; <xref ref-type="bibr" rid="B14">Dagosta
					<italic>et al</italic>., 2024)</xref>. Afterward, <xref ref-type="bibr" rid="B31">Jerep <italic>et al</italic>. (2006)</xref>
				described two species (<italic>I. saxicola</italic> Jerep, Shibatta, Pereira &amp;
				Oyakawa, 2006and<italic> I. calvus </italic>Jerep, Shibatta, Pereira &amp; Oyakawa,
				2006) from upland rivers of the Tibagi basin, belonging to the upper Paraná
				River.</p>
			<p> For some authors, a taxonomic system based strictly on morphology underestimates the
				cryptic species diversity, which is common in many groups <xref ref-type="bibr" rid="B34">(Knowlton, 1993</xref>; <xref ref-type="bibr" rid="B30">Jarman,
				Elliott, 2000</xref>; <xref ref-type="bibr" rid="B23">Hebert <italic>et al</italic>., 2003)</xref>. The essence of this limitation
				is the phenotypic plasticity and the genetic variability in the characters that can
				lead to erroneous identifications <xref ref-type="bibr" rid="B23">(Hebert <italic>et al</italic>., 2003)</xref>. In
				Neotropical fishes, molecular analyses involving species delimitation or population
				biology have contributed to the understanding of distribution, taxonomy, and
				systematics in several groups <xref ref-type="bibr" rid="B48">(do Nascimento <italic>et al</italic>., 2018</xref>; <xref ref-type="bibr" rid="B64">Santos
				<italic>et al</italic>., 2019</xref>; <xref ref-type="bibr" rid="B3">Argolo <italic>et al.</italic>, 2020</xref>;
				<xref ref-type="bibr" rid="B25">Herrera-Collazos <italic>et al</italic><italic>.</italic>, 2020</xref>; Traldi <italic>et
					al</italic>., 2020; <xref ref-type="bibr" rid="B4">Ariza <italic>et al.</italic>, 2022</xref>; <xref ref-type="bibr" rid="B6">Azambuja <italic>et
						al</italic>., 2022</xref>; <xref ref-type="bibr" rid="B67">Silva-Santos <italic>et al.</italic>, 2023</xref>; <xref ref-type="bibr" rid="B69">Souza <italic>et
					al.</italic>, 2023)</xref>. Previous studies have stipulated parameters for
				standardizing values for genetic divergence for molecular markers utilized for
				species identification <xref ref-type="bibr" rid="B73">(Ward, 2009)</xref>. For several authors, the interspecific
				divergence must be ten times higher than the intraspecific divergence for a taxa
				validation <xref ref-type="bibr" rid="B24">(Hebert <italic>et al</italic>., 2004)</xref>. <xref ref-type="bibr" rid="B73">Ward (2009)</xref> proposed that fish
				specimens that are strictly related and present genetic divergences above 2% belong
				to different species. Although the genetic divergence values associated with
				molecular markers used for molecular identification are standardized for some
				organisms, it is known that the trigger values for intra/interspecific divergence
				are variable and are influenced by the variation in the substitution rate through
				the lineages <xref ref-type="bibr" rid="B8">(Barraclough <italic>et al</italic>., 2009)</xref>. </p>
			<p> In this context, integrative taxonomy/phylogenetics is a contemporary strategy
				addressed to questions in which single data-based approaches reveal less consistent
				conclusions rather than those by combined multisource evidence in terms of detecting
				the species richness within supposedly homogeneous taxa <xref ref-type="bibr" rid="B49">(Padial <italic>et
					al</italic>., 2010</xref>; <xref ref-type="bibr" rid="B65">Schlick-Steiner <italic>et al</italic>., 2010</xref>; <xref ref-type="bibr" rid="B21">Grković
					<italic>et al</italic>., 2017)</xref>. Distinct species delimitation methods, such as
				ABGD, ASAP, and bPTP, have been proposed to analyze a single locus <xref ref-type="bibr" rid="B53">(Pons <italic>et
					al</italic>., 2006</xref>; <xref ref-type="bibr" rid="B78">Zhang <italic>et al</italic>., 2013)</xref>. In general, these
				analyses have demonstrated that the combination of different methods, as well as
				integrative taxonomy, allows more representative results for the identification of
				lineages in species <xref ref-type="bibr" rid="B71">(Tang <italic>et al</italic>., 2014</xref>; <xref ref-type="bibr" rid="B32">Kapli <italic>et
					al</italic>., 2017</xref>; <xref ref-type="bibr" rid="B42">Luo <italic>et al</italic>., 2018</xref>; <xref ref-type="bibr" rid="B66">Serrano <italic>et
						al</italic>., 2018</xref>; <xref ref-type="bibr" rid="B10">Cardoso <italic>et al</italic>., 2023</xref>; <xref ref-type="bibr" rid="B69">Souza <italic>et
					al</italic>., 2023)</xref>. <italic>Isbrueckerichthys </italic>is a Loricariidae genus
				with reformulations and species descriptions in the last three decades <xref ref-type="bibr" rid="B16">(Derijst,
					1996</xref>; <xref ref-type="bibr" rid="B50">Pereira, Oyakawa, 2003</xref>; <xref ref-type="bibr" rid="B31">Jerep <italic>et al</italic>., 2006)</xref>. However,
				molecular species delimitation studies are lacking in the genus. Therefore, this
				study aimed to conduct a molecular delimitation analysis in all
					<italic>Isbrueckerichthys </italic>species inhabiting the lowlands and uplands
				in south and southeast Brazilian drainages.</p>
		</sec>
		
		
		<sec sec-type="materials|methods">
			<title>MATERIAL AND METHODS</title>
			<p><bold>Biological samples.</bold> Specimens of <italic>Isbrueckerichthys </italic>were
				collected in different tributaries of the lowlands from the Ribeira de Iguape basin
				and in tributaries of the uplands from the Tibagi basin <xref ref-type="fig" rid="f1">(Fig. 1)</xref>. Specimens were
				deposited as vouchers in the ichthyological collection at Núcleo de Pesquisas em
				Limnologia, Ictiologia e Aquicultura of Universidade Estadual de Maringá, Maringá
				(NUP) and in the Laboratório de Biologia e Genética de Peixes of the Universidade
				Estadual Paulista “Júlio de Mesquita Filho”, Botucatu (LBP) <xref ref-type="table" rid="t1">(Tab. 1)</xref>.</p>
			<p><bold>Molecular analyses.</bold> Genomic DNA of thirty-one individuals of
					<italic>Isbrueckerichthys </italic>were extracted from liver samples using the
				CTAB (cetyltrimethylammonium bromide) method <xref ref-type="bibr" rid="B47">(Murray, Thompson, 1980)</xref>. The barcode
				region of the mitochondrial gene cytochrome c oxidase subunit I
					(<italic>COI</italic>) was amplified by PCR using the primers Fish F1 and Fish
				R1 <xref ref-type="bibr" rid="B74">(Ward <italic>et al</italic>., 2005)</xref>. The reaction was composed of 1x
					<italic>Taq</italic> Reaction buffer (200 mM Tris pH 8.4, 500 mM KCl), 0.2 mM
				dNTPs, 1 mM MgCl2, 1 U of <italic>Taq</italic> DNA polymerase (Invitrogen), 0.4 µM
				of each primer, and 40 ng of DNA. The following reaction program was used: initial
				denaturation for 10 min at 94 °C, 35 cycles of 94 °C for 1 min, 51.8 °C for 45 sec
				and 72 °C for 1 min, and a final extension at 72 °C for 10 min. PCR products were
				purified with the Illustra GFX PCR DNA and Gel Band Purification (GE Healthcare) and
				sequenced in an ABI-Prism 3500 Genetic Analyzer (Applied Biosystems).</p>
			<fig id="f1">
				<label>FIGURE 1 | </label>
				<caption>
					<title>Collection sites and representative image of an <italic>Isbrueckerichthys
					</italic>species. <bold>A.</bold> Partial map of Brazil highlighting
						south/southern hydrographic basins of the Ribeira de Iguape River (i) and
						Tibagi River (ii). The arrows show the Ponta Grossa Arch region in eastern
						Paraná State, Brazil (a relief barrier between lowlands and uplands
						hydrographic basins). The map shows elevation and valleys in the relief, and
						the geometric shapes indicate the collection site of the specimens of
						<italic>Isbrueckerichthys </italic>analyzed. <bold>B.</bold> Live
						specimen of <italic>I. calvus</italic> photograph taken during capture in
						the Juruba stream.</title>
				</caption>
				<graphic xlink:href="1982-0224-ni-22-03-e240040-gf1.jpg"/>
			</fig>
			<table-wrap id="t1">
				<label>TABLE 1 | </label>
				<caption>
					<title>Collection sites of the <italic>Isbrueckerichthys</italic> species, number of
						individuals analyzed, and voucher numbers.</title>
				</caption>
				<table>
					<tbody>
						<tr>
							<td rowspan="1" colspan="1" align="center"><bold>Species</bold></td>
							<td rowspan="1" colspan="1" align="center"><bold>Number of
									individuals</bold></td>
							<td rowspan="1" colspan="1" align="center"><bold>Samples</bold></td>
							<td rowspan="1" colspan="1" align="center"><bold>Coordinates</bold></td>
							<td rowspan="1" colspan="1" align="center"><bold>Voucher
								number</bold></td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>Isbrueckerichthys
								alipionis</italic></td>
							<td rowspan="1" colspan="1" align="center">7</td>
							<td rowspan="1" colspan="1">Betari River/Ribeira de Iguape basin</td>
							<td rowspan="1" colspan="1" align="center">
								<p>24°33’42.1”S</p>
								<p>48°40’05.7”W</p>
							</td>
							<td rowspan="1" colspan="1" align="center">LBP 7373</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>Isbrueckerichthys
								calvus</italic></td>
							<td rowspan="1" colspan="1" align="center">5</td>
							<td rowspan="1" colspan="1">Juruba stream (type- locality)/Tibagi
								basin</td>
							<td rowspan="1" colspan="1" align="center">23°34’24.68”S
								51°23’50.30”W</td>
							<td rowspan="1" colspan="1" align="center">LBP 6404</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>Isbrueckerichthys
								duseni</italic></td>
							<td rowspan="1" colspan="1" align="center">5</td>
							<td rowspan="1" colspan="1">Açungui River/Ribeira de Iguape basin</td>
							<td rowspan="1" colspan="1" align="center">
								<p>25°22’43.9”S </p>
								<p> 49°38’58.9”W</p>
							</td>
							<td rowspan="1" colspan="1" align="center">NUP 16200</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>Isbrueckerichthys
									</italic>cf.<italic> duseni</italic></td>
							<td rowspan="1" colspan="1" align="center">8</td>
							<td rowspan="1" colspan="1">D’Areia stream/Tibagi basin</td>
							<td rowspan="1" colspan="1" align="center">
								<p>25°14’09.0”S </p>
								<p> 50°00’17.0”W</p>
							</td>
							<td rowspan="1" colspan="1" align="center">NUP 20293</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>Isbrueckerichthys
								epakmos</italic></td>
							<td rowspan="1" colspan="1" align="center">3</td>
							<td rowspan="1" colspan="1">Juquiá River/ Ribeira de Iguape basin</td>
							<td rowspan="1" colspan="1" align="center">
								<p>24°01’25.2”S </p>
								<p> 47°27’20.3”W</p>
							</td>
							<td rowspan="1" colspan="1" align="center">LBP 7385</td>
						</tr>
						<tr>
							<td rowspan="2" colspan="1"><italic>Isbrueckerichthys
								saxicola</italic></td>
							<td rowspan="1" colspan="1" align="center">5</td>
							<td rowspan="1" colspan="1">Jacutinga stream (type- locality)/Tibagi
								basin</td>
							<td rowspan="1" colspan="1" align="center">
								<p>23°14’29.87”S</p>
								<p>51°13’5.10”W</p>
							</td>
							<td rowspan="1" colspan="1" align="center">LBP 40259-40263</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1" align="center">3</td>
							<td rowspan="1" colspan="1">Charqueada River/Tibagi basin</td>
							<td rowspan="1" colspan="1" align="center">
								<p>24°29’09.0”S </p>
								<p> 50°43’55.0”W</p>
							</td>
							<td rowspan="1" colspan="1" align="center">NUP 20291</td>
						</tr>
					</tbody>
				</table>
			</table-wrap>
			<p> Sequences were analyzed using Geneious v. 7.1.9 <xref ref-type="bibr" rid="B33">(Kearse <italic>et al</italic>.,
				2012)</xref> software and submitted to GenBank. Five sequences of <italic>I. saxicola
				</italic>(GU701901 – GU701903; GU701905 – GU701906) from the Jacutinga River were
				recovered from the GenBank. The sequences were aligned with the ClustalW algorithm
				integrated into the Geneious program. Nucleotide (π) and haplotype (Hd) diversity
				were computed by DnaSP v. 5 <xref ref-type="bibr" rid="B38">(Librado, Rozas, 2009)</xref>. Sequences were separated into
				groups, and genetic distances were calculated in MEGA X <xref ref-type="bibr" rid="B35">(Kumar <italic>et
					al</italic>., 2018)</xref> under the Kimura-2-Parameters evolution model and 1,000
				bootstrap replications. A haplotype network was generated through the median-joining
				criterion <xref ref-type="bibr" rid="B7">(Bandelt <italic>et al</italic>., 1999)</xref> in the PopArt v. 1.7 software
				<xref ref-type="bibr" rid="B37">(Leigh, Bryant, 2015)</xref>. Structural analysis was performed by assigning each
				individual to the respective populations using Bayesian Analyses of Population
				Structure – BAPS 6, allowing for a range of 1–6 <xref ref-type="bibr" rid="B12">(Corander <italic>et al</italic>.,
					2004</xref>, <xref ref-type="bibr" rid="B11">2008)</xref>. Population structuring and analysis of molecular variance (AMOVA)
				<xref ref-type="bibr" rid="B19">(Excoffier <italic>et al</italic>., 1992)</xref> were performed by Arlequin v. 3.5.2.2
				software <xref ref-type="bibr" rid="B18">(Excoffier, Lischer, 2010)</xref>.</p>
			<p> One <italic>Pareiorhaphis splendens </italic>(Bizerril, 1995) (Neoplecostomini) COI
				sequenceEU359449.1 was aligned to <italic>Isbrueckerichthys</italic> with ClustalW
				and used to root trees, according to previous molecular phylogenetic studies (Roxo
					<italic>et al</italic>., 2012). The alignment was submitted to jModelTest 2
				<xref ref-type="bibr" rid="B15">(Darriba <italic>et al</italic>., 2012)</xref> using the corrected Akaike information
				criterion (AICc) to select the best-fit nucleotide evolution HKY model for
				downstream analyses. A Bayesian inference tree was generated in the MrBayes 3.2
				program <xref ref-type="bibr" rid="B27">(Huelsenbeck, Ronquist, 2001</xref>; <xref ref-type="bibr" rid="B59">Ronquist, Huelsenbeck, 2003)</xref>, applying
				100,000,000 interactions of MCMC, sampling trees every 10,000 generations and
				burn-in of 10,000,000.</p>
			<p> Three methods for species delimitation were applied: Automatic Barcode Gap Discovery
				(ABGD) <xref ref-type="bibr" rid="B55">(Puillandre <italic>et al</italic>., 2012)</xref>, Assemble Species by Automatic
				Partitioning (ASAP) <xref ref-type="bibr" rid="B54">(Puillandre <italic>et al</italic>., 2020)</xref>, and Bayesian Poisson
				Tree Processes (bPTP) <xref ref-type="bibr" rid="B78">(Zhang <italic>et al</italic>., 2013)</xref>. The alignment generated
				for the sequences was used as an input file for the delimitation of species in the
				ABGD web server (https://bioinfo.mnhn.fr/abi/public/abgd/abgdweb.html) and in the
				ASASP web server (https://bioinfo.mnhn.fr/abi/public/asap/asapweb.html), the Kimura
				(K80) TS/TV was selected for distance mode and the other parameters were kept at
				default. For bPTP analysis, the Bayesian tree generated in MrBayes was used as an
				input file in a bPTP web server (https://species.h-its.org/ptp/). There were 500,000
				MCMC generations run (thinning = 500), and the other parameters were kept at
				default.</p>
		</sec>
		
		
		<sec sec-type="results">
			<title>RESULTS</title>
			<p>Sequences of the COI gene were obtained from the <italic>Isbrueckerichthys</italic>
				specimens and deposited in GenBank (PP391830–PP391860). All sequences were of high
				quality and presented no evidence of insertions, deletions, or stop codons. The
				obtained sequences were aligned with the sequences of <italic>I. saxicola
				</italic>from the GenBank database, and a matrix of 36 sequences with 612-bp was
				generated. The nucleotide diversity (π) was 0.01369, and haplotype diversity (Hd)
				was 0.806. A total of ten haplotypes were observed: <italic>Isbrueckerichthys
					alipionis </italic>had four haplotypes; <italic>I. calvus </italic>and
					<italic>I. saxicola </italic>shared a unique haplotype; individuals of
					<italic>I. duseni </italic>and <italic>I. </italic>cf. <italic>duseni
				</italic>had one exclusive haplotype to each species; and in <italic>I. epakmos
				</italic>three haplotypes were observed <xref ref-type="fig" rid="f2">(Fig. 2A)</xref>.</p>
			<p> The intraspecific distance for each group ranged from 0 to 0.23%, and the
				interspecific distance ranged from 0 to 3.63% <xref ref-type="table" rid="t2">(Tab. 2)</xref>. The BAPs results indicated
				an optimal partition of four clusters (k = 4; marginal log-likelihood = -240.4536).
				Individuals of <italic>I. calvus </italic>and <italic>I. saxicola </italic>were
				assigned as a single group, <italic>I. duseni</italic>,and <italic>I. </italic>cf.
					<italic>duseni</italic> were separated into a second cluster, and <italic>I.
					epakmos </italic>and <italic>I. alipionis </italic>represent independent groups
				<xref ref-type="fig" rid="f2">(Fig. 2B)</xref>. The AMOVA analysis, considering the clusters delimited by BAPs, shows a
				variance value of 83.98% among groups <xref ref-type="table" rid="t3">(Tab. 3)</xref>, with an FST value of 0.96692 (p &lt;
				0.05). The pairwise FST values between each population ranged from 0.00 to 1.00
				<xref ref-type="table" rid="t4">(Tab. 4)</xref>.</p>
			<fig id="f2">
				<label>FIGURE 2 | </label>
				<caption>
					<title>Molecular data of <italic>Isbrueckerichthys</italic> specimens. A. Haplotype network
						showing the relationship among the COI sequences. B. Structural inference
						generated by BAPs (K = 4). C. Bayesian inference tree showing the
						phylogenetic relationship of <italic>Isbrueckerichthys</italic> sequences
						(numbers on the branches correspond to the posterior probability). Vertical
						black bars correspond to the morphological classification of the specimens,
						and the molecular units determined using ABGD, ASAP, and bPTP species
						delimitation methods</title>
				</caption>
				<graphic xlink:href="1982-0224-ni-22-03-e240040-gf2.jpg"/>
			</fig>
			<p> The Bayesian phylogenetic tree revealed five supported clades: <italic>I.
					epakmos</italic>, <italic>I. alipionis</italic>, <italic>Isbrueckerichthys
				</italic>cf. <italic>duseni</italic>, <italic>I. duseni</italic>, and <italic>I.
					calvus </italic>+ <italic>I. saxicola </italic>(<xref ref-type="fig" rid="f2">Fig. 2C</xref>). Species delimitation
				methods returned different results <xref ref-type="fig" rid="f2">(Fig. 2C)</xref>. The ABGD method resulted in seven
				partitions ranging from two to nine species, with partition 4 (prior maximal
				distance P = 0.004642) indicating six species, including the outgroup. ABGD
					recognized<italic> I. epakmos</italic>, <italic>I. alipionis</italic>,
					<italic>I. duseni</italic>,and <italic>Isbrueckerichthys </italic>cf.
					<italic>duseni </italic>as single groups and grouped <italic>I. calvus
				</italic>and <italic>I. saxicola</italic>. The best partition identified by the ASAP
				method (ASAP-score: 3.50; <italic>p-value</italic>: 1.74e-02; W: 3.13e-05; Threshold
				dist.: 0.004094) recognized the same six species as the ABGD method. The ML solution
				of bPTP delimited eight species, including the outgroup. bPTP separated <italic>I.
					alipionis </italic>into three species and grouped <italic>I. calvus </italic>and
					<italic>I. saxicola</italic>.</p>
			<table-wrap id="t2">
				<label>TABLE 2 | </label>
				<caption>
					<title>Estimates of evolutionary divergence over sequence pairs among groups and
						standard error in the <italic>Isbrueckerichthys</italic> species. Bold
						values in main diagonal show the intraspecific genetic distance. The number
						of base substitutions per site from averaging over all sequence pairs
						between groups is shown. Analyses were conducted using the Kimura
						2-parameter model. This analysis involved 36 nucleotide sequences. Codon
						positions included were 1st+2nd+3rd+Noncoding. All positions containing gaps
						and missing data were eliminated. There were a total of 612 positions in the
						final dataset.</title>
				</caption>
				<table>
					<tbody>
						<tr>
							<td rowspan="1" colspan="1"/>
							<td rowspan="1" colspan="1" align="center"><italic>I.
								alipionis</italic></td>
							<td rowspan="1" colspan="1" align="center"><italic>I.
								calvus</italic></td>
							<td rowspan="1" colspan="1" align="center"><italic>I.
								duseni</italic></td>
							<td rowspan="1" colspan="1" align="center"><italic>I.</italic>
									cf.<italic> duseni</italic></td>
							<td rowspan="1" colspan="1" align="center"><italic>I.
								epakmos</italic></td>
							<td rowspan="1" colspan="1" align="center"><italic>I.
								saxicola</italic></td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>I. alipionis</italic></td>
							<td rowspan="1" colspan="1" align="center"><bold>0.0023
								(0.0012)</bold></td>
							<td rowspan="1" colspan="1"/>
							<td rowspan="1" colspan="1"/>
							<td rowspan="1" colspan="1"/>
							<td rowspan="1" colspan="1"/>
							<td rowspan="1" colspan="1"/>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>I. calvus</italic></td>
							<td rowspan="1" colspan="1" align="center">0.0301 (0.0072)</td>
							<td rowspan="1" colspan="1" align="center"><bold>0.0000
								(0.0000)</bold></td>
							<td rowspan="1" colspan="1"/>
							<td rowspan="1" colspan="1"/>
							<td rowspan="1" colspan="1"/>
							<td rowspan="1" colspan="1"/>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>I. duseni</italic></td>
							<td rowspan="1" colspan="1" align="center">0.0336 (0.0077)</td>
							<td rowspan="1" colspan="1" align="center">0.0066 (0.0033)</td>
							<td rowspan="1" colspan="1" align="center"><bold>0.0000
								(0.0000)</bold></td>
							<td rowspan="1" colspan="1"/>
							<td rowspan="1" colspan="1"/>
							<td rowspan="1" colspan="1"/>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>I. </italic>cf.<italic>
									duseni</italic></td>
							<td rowspan="1" colspan="1" align="center">0.0283 (0.0070)</td>
							<td rowspan="1" colspan="1" align="center">0.0049 (0.0029)</td>
							<td rowspan="1" colspan="1" align="center">0.0049 (0.0027)</td>
							<td rowspan="1" colspan="1" align="center"><bold>0.0000
								(0.0000)</bold></td>
							<td rowspan="1" colspan="1"/>
							<td rowspan="1" colspan="1"/>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>I. epakmos</italic></td>
							<td rowspan="1" colspan="1" align="center">0.0363 (0.0078)</td>
							<td rowspan="1" colspan="1" align="center">0.0194 (0.0055)</td>
							<td rowspan="1" colspan="1" align="center">0.0194 (0.0054)</td>
							<td rowspan="1" colspan="1" align="center">0.0144 (0.0045)</td>
							<td rowspan="1" colspan="1" align="center"><bold>0.0022
								(0.0016)</bold></td>
							<td rowspan="1" colspan="1"/>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>I. saxicola</italic></td>
							<td rowspan="1" colspan="1" align="center">0.0301 (0.0072)</td>
							<td rowspan="1" colspan="1" align="center">0.0000 (0.0000)</td>
							<td rowspan="1" colspan="1" align="center">0.0066 (0.0033)</td>
							<td rowspan="1" colspan="1" align="center">0.0049 (0.0029)</td>
							<td rowspan="1" colspan="1" align="center">0.0194 (0.0055)</td>
							<td rowspan="1" colspan="1" align="center"><bold>0.0000
								(0.0000)</bold></td>
						</tr>
					</tbody>
				</table>
			</table-wrap>
			<table-wrap id="t3">
				<label>TABLE 3 | </label>
				<caption>
					<title>Analysis of molecular variance (AMOVA) from the <italic>Isbrueckerichthys
					</italic>species. Four groups were considered: <italic>I.
						alipionis</italic>; <italic>I. calvus</italic> + <italic>I.
							saxicola</italic>; <italic>I. epakmos</italic>; <italic>I.
								duseni</italic> + <italic>Isbrueckerichthys</italic> cf.
						<italic>duseni</italic>. Bold values were significant (p &lt; 0.05).</title>
				</caption>
				<table>
					<tbody>
						<tr>
							<td rowspan="1" colspan="1" align="center">Source of variation</td>
							<td rowspan="1" colspan="1" align="center">
								<p>d. </p>
								<p> f.</p>
							</td>
							<td rowspan="1" colspan="1" align="center">Sum of squares</td>
							<td rowspan="1" colspan="1" align="center">Variance components</td>
							<td rowspan="1" colspan="1" align="center">Percentage of variation</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1">Among groups</td>
							<td rowspan="1" colspan="1" align="center">3</td>
							<td rowspan="1" colspan="1" align="center">131.761</td>
							<td rowspan="1" colspan="1" align="center">4.75474</td>
							<td rowspan="1" colspan="1" align="center">83.98</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1">Among populations within groups</td>
							<td rowspan="1" colspan="1" align="center">2</td>
							<td rowspan="1" colspan="1" align="center">9.231</td>
							<td rowspan="1" colspan="1" align="center">0.71956</td>
							<td rowspan="1" colspan="1" align="center">12.71</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1">Within populations</td>
							<td rowspan="1" colspan="1" align="center">30</td>
							<td rowspan="1" colspan="1" align="center">5.619</td>
							<td rowspan="1" colspan="1" align="center">0.18730</td>
							<td rowspan="1" colspan="1" align="center">3.31</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1">Total</td>
							<td rowspan="1" colspan="1" align="center">35</td>
							<td rowspan="1" colspan="1" align="center">146.611</td>
							<td rowspan="1" colspan="1" align="center">5.66160</td>
							<td rowspan="1" colspan="1" align="center">100</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1">
								<p>Fixation Indices</p>
								<p><bold>F</bold><bold>SC</bold><bold>: 0.79346</bold></p>
								<p><bold>F</bold><bold>ST</bold><bold>: 0.96692</bold></p>
								<p><bold>F</bold><bold>CT</bold><bold>: 0.83982</bold></p>
							</td>
							<td rowspan="1" colspan="1"/>
							<td rowspan="1" colspan="1"/>
							<td rowspan="1" colspan="1"/>
							<td rowspan="1" colspan="1"/>
						</tr>
					</tbody>
				</table>
			</table-wrap>
			<table-wrap id="t4">
				<label>TABLE 4 | </label>
				<caption>
					<title>Pairwise FST values among populations of <italic>Isbrueckerichthys</italic>
						(lower diagonal) and p-values (upper diagonal). Bold values were significant
						(p &lt; 0.05).</title>
				</caption>
				<table>
					<tbody>
						<tr>
							<td rowspan="1" colspan="1"/>
							<td rowspan="1" colspan="1" align="center"><italic>I.
								alipionis</italic></td>
							<td rowspan="1" colspan="1" align="center"><italic>I.
								calvus</italic></td>
							<td rowspan="1" colspan="1" align="center"><italic>I.
								duseni</italic></td>
							<td rowspan="1" colspan="1" align="center"><italic>I. </italic>cf.
									<italic>duseni</italic></td>
							<td rowspan="1" colspan="1" align="center"><italic>I.
								epakmos</italic></td>
							<td rowspan="1" colspan="1" align="center"><italic>I.
								saxicola</italic></td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>I. alipionis</italic></td>
							<td rowspan="1" colspan="1" align="center">–</td>
							<td rowspan="1" colspan="1" align="center"
								><bold>0.0000+-0.0000</bold></td>
							<td rowspan="1" colspan="1" align="center"
								><bold>0.0000+-0.0000</bold></td>
							<td rowspan="1" colspan="1" align="center"
								><bold>0.0000+-0.0000</bold></td>
							<td rowspan="1" colspan="1" align="center"
								><bold>0.0000+-0.0000</bold></td>
							<td rowspan="1" colspan="1" align="center"
								><bold>0.0000+-0.0000</bold></td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>I. calvus</italic></td>
							<td rowspan="1" colspan="1" align="center">0.9523</td>
							<td rowspan="1" colspan="1" align="center">–</td>
							<td rowspan="1" colspan="1" align="center"
								><bold>0.0180+-0.0121</bold></td>
							<td rowspan="1" colspan="1" align="center"
								><bold>0.0090+-0.0091</bold></td>
							<td rowspan="1" colspan="1" align="center"
								><bold>0.0180+-0.0121</bold></td>
							<td rowspan="1" colspan="1" align="center">0.9910+-0.0030</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>I. duseni</italic></td>
							<td rowspan="1" colspan="1" align="center">0.9571</td>
							<td rowspan="1" colspan="1" align="center">1.0000</td>
							<td rowspan="1" colspan="1" align="center">–</td>
							<td rowspan="1" colspan="1" align="center"
								><bold>0.0090+-0.0091</bold></td>
							<td rowspan="1" colspan="1" align="center"
								><bold>0.0090+-0.0091</bold></td>
							<td rowspan="1" colspan="1" align="center"
								><bold>0.0000+-0.0000</bold></td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>I. </italic>cf.
									<italic>duseni</italic></td>
							<td rowspan="1" colspan="1" align="center">0.9608</td>
							<td rowspan="1" colspan="1" align="center">1.0000</td>
							<td rowspan="1" colspan="1" align="center">1.0000</td>
							<td rowspan="1" colspan="1" align="center">–</td>
							<td rowspan="1" colspan="1" align="center"
								><bold>0.0000+-0.0000</bold></td>
							<td rowspan="1" colspan="1" align="center"
								><bold>0.0000+-0.0000</bold></td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>I. epakmos</italic></td>
							<td rowspan="1" colspan="1" align="center">0.9345</td>
							<td rowspan="1" colspan="1" align="center">0.9615</td>
							<td rowspan="1" colspan="1" align="center">0.9615</td>
							<td rowspan="1" colspan="1" align="center">0.9649</td>
							<td rowspan="1" colspan="1" align="center">–</td>
							<td rowspan="1" colspan="1" align="center"
								><bold>0.0090+-0.0091</bold></td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>I. saxicola</italic></td>
							<td rowspan="1" colspan="1" align="center">0.9630</td>
							<td rowspan="1" colspan="1" align="center">0.0000</td>
							<td rowspan="1" colspan="1" align="center">1.0000</td>
							<td rowspan="1" colspan="1" align="center">1.0000</td>
							<td rowspan="1" colspan="1" align="center">0.9741</td>
							<td rowspan="1" colspan="1" align="center">–</td>
						</tr>
					</tbody>
				</table>
			</table-wrap>
		</sec>
		
		
		<sec sec-type="discussion">
			<title>DISCUSSION</title>
			<p>Evolutionary biologists agree that species are lineages or metapopulations that
				evolve separately, with disagreements remaining only about where, along the
				continuum of divergence, separate lineages should be considered distinct species
				<xref ref-type="bibr" rid="B75">(Wiley, 1978</xref>; <xref ref-type="bibr" rid="B26">Hey, 2006</xref>; <xref ref-type="bibr" rid="B44">Mallet, 2008)</xref>. <xref ref-type="bibr" rid="B17">Dias Filho <italic>et al</italic>. (2020)</xref>
				argued that molecular techniques should complement classical taxonomic
				identification for a detailed description of organisms. Data analysis showed a
				restricted relationship among <italic>Isbrueckerichthys</italic> species, with some
				divergences concerning morphological identification for the samples obtained in the
				delimitations between the First (lowlands in Ribeira de Iguape basin) and the Second
				(uplands in Tibagi basin) Paraná State plateaus, Brazil.</p>
			<p> The data obtained from COI sequences analysis demonstrated that <italic>I.
					epakmos</italic>, <italic>I. alipionis</italic>, and <italic>I. duseni</italic>,
				all inhabitants of the Ribeira de Iguape River basin, present K2P divergence values
				greater than or close to 2%, well-supported branches in the phylogenetic tree, and
				pairwise Fst close to 1, corroborating to the absence of gene flow and the
				occurrence of the nominal taxa. The Ribeira de Iguape River basin is in an intricate
				mountainous region with high isolating potential for aquatic organisms <xref ref-type="bibr" rid="B58">(Ribeiro,
					2006)</xref>, and <xref ref-type="bibr" rid="B62">Roxo <italic>et al</italic>. (2012)</xref> proposed that the ancestor of
					<italic>Isbrueckerichthys </italic>inhabited tributaries from this basin at
				least 20 million years ago. <xref ref-type="bibr" rid="B36">Langeani (1990)</xref> stated that most Neoplecostomini
				(Neoplecostominae in that work) species have low vagility and difficulties adapting
				to streams that occur at low altitudes due to the low oxygen concentration in the
				water compared to rivers in higher regions. Thus, streams in valleys between
				mountains (low altitude) could hinder the dispersal of Neoplecostomini species into
				different tributaries of the Ribeira de Iguape River basin <xref ref-type="fig" rid="f1">(Fig. 1)</xref>. These
				geological and ecological factors and evolutionary times allow for congruence
				between the molecular and morphological divergence data for <italic>I.
					epakmos</italic>, <italic>I. alipionis</italic>, and <italic>I.
				duseni</italic>.</p>
			<p> The methods for species delimitation included <italic>I. </italic>cf.
					<italic>duseni</italic> (D’Areia stream), sampled in the border of the Ribeira
				de Iguape basin, the limit with Tibagi basin in Paraná State, as a new taxon for
				Ribeira de Iguape basin. Comparing specifically <italic>I.
					duseni</italic><italic>vs.</italic><italic>I.</italic> cf.
					<italic>duseni</italic>, 0.49% of K2P genetic distance was observed. However,
				the pairwise Fst showed gene flow restriction, and branches well-supported in the
				phylogenetic tree topology for <italic>I.
					duseni</italic><italic>vs.</italic><italic>I</italic>. cf. <italic>duseni
				</italic>were shown. Some Neotropical fish species demonstrate distinct taxonomic
				entities with genetic distances lower than 2%, although they are arranged in
				monophyletic groups <xref ref-type="bibr" rid="B9">(Bellafronte <italic>et al</italic>., 2013</xref>; <xref ref-type="bibr" rid="B72">Traldi <italic>et
					al</italic>., 2020)</xref>. Based on molecular data, several studies have highlighted
				cryptic diversity for neotropical freshwater fish <xref ref-type="bibr" rid="B46">(Melo <italic>et al</italic>.,
				2016</xref>; <xref ref-type="bibr" rid="B22">Guimarães <italic>et al</italic>., 2019</xref>; <xref ref-type="bibr" rid="B45">Mateussi <italic>et al</italic>.,
					2019</xref>; <xref ref-type="bibr" rid="B68">Souza <italic>et al</italic>., 2021</xref>, <xref ref-type="bibr" rid="B69">2023</xref>; <xref ref-type="bibr" rid="B10">Cardoso <italic>et al</italic>.,
				2023)</xref>. In addition, as mentioned above, the specimens of <italic>Isbrueckerichthys
				</italic>could have gene flow restriction due to their biological features
				associated with the geological formation of the Ribeira de Iguape tributaries. There
				is a valley between the sample localities of <italic>I. duseni</italic> and
				<italic>I.</italic> cf. <italic>duseni </italic>(<xref ref-type="fig" rid="f1">Fig. 1</xref>), which, according to
				<xref ref-type="bibr" rid="B36">Langeani (1990)</xref>, makes dispersal difficult and, in this case, could contribute to
				genetic isolation. The data suggests that a molecular operational taxonomic unit for
					<italic>I.</italic> cf. <italic>duseni</italic> in the Ribeira de Iguape basin
				or a case of incipient speciation should be considered.</p>
			<p> The genetic comparison among <italic>I</italic>. <italic>duseni</italic>,
					<italic>I.</italic> cf. <italic>duseni</italic>, <italic>I.
				saxicola</italic>,and <italic>I. calvus </italic>also demonstrated low K2P genetic
				distance (0.49–0.66%), high Fst, and branches well-supported in the phylogenetic
				tree. Despite low K2P values, <italic>I</italic>. <italic>duseni</italic> and
					<italic>Isbrueckerichthys</italic> cf. <italic>duseni </italic>are
				geographically isolated from <italic>I. saxicola </italic>and <italic>I.
					calvus</italic> by the Ponta Grossa Arch, an uplift of the relief that isolated
				the Ribeira de Iguape basin from upland rivers <xref ref-type="fig" rid="f1">(Fig. 1)</xref>, such as Tibagi basin
				(<xref ref-type="bibr" rid="B58">Ribeiro, 2006</xref>). <italic>Isbrueckerichthys duseni</italic> and <italic>I.</italic>
				cf. <italic>duseni</italic> were considered valid taxa in species delimitation
				methods, but a morphological and molecular data incongruence was observed between
					<italic>I. saxicola </italic>and <italic>I. calvus</italic>. These two species
				were described from the Tibagi basin by <xref ref-type="bibr" rid="B31">Jerep <italic>et al</italic>. (2006)</xref> having
				morphological differences with congeners including: bicuspid teeth, hypertrophied
				odontodes, and a more extended spine in the pectoral fin. The morphological
				differentiation between <italic>I. calvus </italic>and <italic>I. saxicola</italic>
				is based on the number of odontodes on the abdominal platelet (six or more in
					<italic>I. saxicola</italic><italic>vs.</italic> up to six in <italic>I.
					calvus</italic>), by the absence/presence of a flattened area in the inferior
				portion of the two first plates of the lateral line, by the degree of exposition of
				the cleithrum and by the degree of convexity and exposition of the supraoccipital
				plane <xref ref-type="bibr" rid="B31">(Jerep <italic>et al</italic>., 2006)</xref>. Although the morphological description
				of <xref ref-type="bibr" rid="B31">Jerep <italic>et al</italic>. (2006)</xref> is well-detailed, the morphological
				divergence is not accompanied by a genetic divergence. All methods based on the
				molecular species delimitation used in this study, using a single locus analysis,
				agree with <italic>I. saxicola</italic> and <italic>I. calvus</italic> as a single
				taxon. In addition, a pairwise Fst 0 was estimated between the localities of the
					<italic>I. saxicola </italic>and <italic>I. calvus</italic> samples, indicating
				no population structure. </p>
			<p> In turn, it has been proposed that recent speciation in newly inhabited areas may
				present an intermediary stage of speciation due to the short space of evolutionary
				time for diversification, especially cases of incomplete lineage sorting and lack of
				divergence <xref ref-type="bibr" rid="B62">(Roxo <italic>et al</italic>., 2012</xref>, <xref ref-type="bibr" rid="B60">2014</xref>, <xref ref-type="bibr" rid="B63">2017</xref>). Neoplecostomini species
				occurring in the uplands of the Tibagi basin, like the case of
					<italic>Isbrueckerichthys</italic>, were proposed to inhabit this new area from
				dispersion of fishes through headwaters capture events between the coastal regions
				and those more elevated in the borders of the crystalline shield <xref ref-type="bibr" rid="B58">(Ribeiro, 2006</xref>;
				<xref ref-type="bibr" rid="B62">Roxo <italic>et al</italic>., 2012</xref>, <xref ref-type="bibr" rid="B60">2014</xref>; <xref ref-type="bibr" rid="B14">Dagosta <italic>et al</italic>., 2024)</xref>.
				<xref ref-type="bibr" rid="B62">Roxo <italic>et al</italic>. (2012)</xref> also suggested that the dispersal occurred
				around 4.8 (2.3–7.8), 5.9 (2.9–9.5), and 10.6 (5.5–16.5) million years ago. Based on
				this information, it is possible to verify that the morphological diversification
				between <italic>I. calvus</italic> and <italic>I. saxicola</italic> is not
				accompanied by a rate of nucleotide substitution, probably due to the short time of
				dispersal and distribution of <italic>Isbrueckerichthys</italic> in the Tibagi River
				basin.</p>
			<p> Even with the emergence of combined multiple data sets strategies applied to
				diversity analysis, according to some authors, it is a challenge to evaluate species
				delimitation in considering demes that comprise geographically widespread series of
				similar individuals <xref ref-type="bibr" rid="B56">(de Queiroz, 2007</xref>; <xref ref-type="bibr" rid="B76">Willis, 2017)</xref>, or those that emerged from a
				short period of dispersal in evolutionary diversification. However, also is expected
				a degree of phenotypic (morphological, ecological, and behavioral) divergence among
				sub-populations due to genetic drift and local adaptation <xref ref-type="bibr" rid="B39">(López-Fernández
					<italic>et al</italic>., 2005</xref>; <xref ref-type="bibr" rid="B56">de Queiroz, 2007</xref>; <xref ref-type="bibr" rid="B77">Zapata, Jiménez, 2011</xref>; <xref ref-type="bibr" rid="B76">Willis
					<italic>et al</italic>., 2017)</xref>. At this point, the morphological differences
				between <italic>I. calvus</italic> and <italic>I. saxicola</italic> could be
				explained by their dispersal in distinct tributaries (environments) in the Tibagi
				basin. To solve these cases of incomplete lineage sorting and lack of divergence, as
				here demonstrated in <italic>Isbrueckerichthys</italic>,some authors argue that a
				multilocus analysis, phylogenomics methods, and multiple datasets are important for
				both phylogenetic resolution and in-depth investigation of speciation
				<xref ref-type="bibr" rid="B39">(López-Fernández <italic>et al</italic>., 2005</xref>, <xref ref-type="bibr" rid="B40">2010</xref>; <xref ref-type="bibr" rid="B28">Ilves <italic>et al</italic>.,
				2018)</xref>.</p>
			<p> Integrative studies of molecular and morphological investigations may be considered
				for species delimitation because they represent complementary approaches practical
				for the group’s phylogeny, systematics, evolution, and phylogeography. However,
				groups with recent diversification (as revealed by similar or identical genetics
				coupled with morphological differentiation) still challenge integrative taxonomy.
				Here, there is low genetic divergence among <italic>Isbrueckerichthys </italic>that
				inhabit the border of Ribeira de Iguape basin in Paraná State and those from uplands
				in the Tibagi basin, which can be considered recent speciation cases. In <italic>I.
					calvus </italic>and <italic>I. saxicola </italic>in the Tibagi basin, molecular
				analysis indicates that morphological diversification between the species is not
				accompanied by genetic diversification<italic>.</italic></p>
		</sec>
	</body>

	<back>
		<ack>
			<title>ACKNOWLEDGEMENTS</title>
			<p>MRV received financial support from Conselho Nacional de Desenvolvimento Científico e
				Tecnológico (CNPq 313566/2023–2) and Fundação Araucária de Apoio ao Desenvolvimento
				Científico e Tecnológico do Estado do Paraná (009–2016). RBA and MA received
				financial support from Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
				(CAPES - Finance Code 001). CO received financial support from Fundação de Amparo à
				Pesquisa do Estado de São Paulo (FAPESP grant 2020/13433–6) and CNPq (processes
				306054/2006–0 and 441128/2020–3).</p>
		</ack>
		
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		<fn-group>
			<title>ADDITIONAL NOTES</title>
			<fn fn-type="other" id="fn4">
				<label>Ethical Statement</label>
				<p>Fishes were collected with authorization of the Instituto Chico Mendes de
					Conservação da Biodiversidade (ICMBIO), Sistema de Autorização e Informação
					em Biodiversidade (SISBIO - License Ids 13843–6 and 15117–4). This study
					procedures agree with the Ethics Committee of Animal Usage of the
					Universidade Estadual de Ponta Grossa (Protocol: 06/2019).</p>
			</fn>
			<fn fn-type="other" id="fn5">
				<label>HOW TO CITE THIS ARTICLE</label>
				<p><bold>Almeida RB, Azambuja M, Nogaroto V, Oliveira C, Roxo FF, Zawadzki CH,
						Vicari MR. </bold>DNA barcode shows discordant cases among morphological and
					molecular species identification in <italic>Isbrueckerichthys</italic>
					(Siluriformes: Loricariidae). Neotrop Ichthyol. 2024; 22(3):e240040.
					https://doi.org/10.1590/1982-0224-2024-0040</p>
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</article>
