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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Ecol. Evol.</journal-id>
<journal-title>Frontiers in Ecology and Evolution</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Ecol. Evol.</abbrev-journal-title>
<issn pub-type="epub">2296-701X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fevo.2021.760287</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>River Reorganization Affects Populations of Dwarf Cichlid Species (<italic>Apistogramma</italic> Genus) in the Lower Negro River, Brazil</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Leit&#x00E3;o</surname> <given-names>Carolina Sousa de S&#x00E1;</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/491985/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Souza</surname> <given-names>&#x00C9;rica M. S.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1572142/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Santos</surname> <given-names>Carlos H. A.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1525500/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Val</surname> <given-names>Pedro</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/580611/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Val</surname> <given-names>Adalberto L.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/89251/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Almeida-Val</surname> <given-names>Vera M. F.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/736937/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Laborat&#x00F3;rio de Ecofisiologia e Evolu&#x00E7;&#x00E3;o Molecular, Instituto Nacional de Pesquisas da Amaz&#x00F4;nia</institution>, <addr-line>Manaus</addr-line>, <country>Brazil</country></aff>
<aff id="aff2"><sup>2</sup><institution>Centro de Biologia Molecular and Engenharia Gen&#x00E9;tica, Universidade Estadual de Campinas</institution>, <addr-line>Campinas</addr-line>, <country>Brazil</country></aff>
<aff id="aff3"><sup>3</sup><institution>Universidade Federal Rural de Pernambuco, Unidade Acad&#x00EA;mica de Serra Talhada</institution>, <addr-line>Serra Talhada</addr-line>, <country>Brazil</country></aff>
<aff id="aff4"><sup>4</sup><institution>Departamento de Geologia, Universidade Federal de Ouro Preto</institution>, <addr-line>Ouro Preto</addr-line>, <country>Brazil</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Jean Boubli, University of Salford, United Kingdom</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Ricardo Britzke, National University of San Marcos, Peru; Josiane Ribolli, Federal University of Santa Catarina, Brazil</p></fn>
<corresp id="c001">&#x002A;Correspondence: Carolina Sousa de S&#x00E1; Leit&#x00E3;o, <email>kcaufs@gmail.com</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Biogeography and Macroecology, a section of the journal Frontiers in Ecology and Evolution</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>12</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>760287</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>16</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Leit&#x00E3;o, Souza, Santos, Val, Val and Almeida-Val.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Leit&#x00E3;o, Souza, Santos, Val, Val and Almeida-Val</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Alterations, such as drainage network reorganization, in the landscape in the Amazon basin influence the distribution range and connectivity of aquatic biota and, therefore, their evolution. River capture is a geomorphic mechanism of network reorganization by which a basin captures large portions of the network of a neighboring basin, thus creating a barrier against species dispersal. In this study, the influence of river capture on the genetic differentiation and structuring of two dwarf cichlids species (<italic>Apistogramma pertensis</italic> and <italic>Apistogramma gephyra</italic>) is investigated in two tributaries of the lower Negro River. The analysis of 11 loci microsatellite and three mitochondrial DNA genes (<italic>Cytochrome b</italic>, <italic>Citochrome c Oxidase subunit I</italic> and <italic>16S ribosomal RNA</italic>) confirmed the populational isolation of two dwarf cichlids species, suggesting that they represent evolutionary significant units (ESU) that have been isolated&#x2014;probably due to the river capture event. The paleovalley that resulted from the river capture is therefore an important physical barrier that separates the populations of the Cuieiras and Tarum&#x00E3;-Mirim Rivers. The findings herein provide evidence of a mechanistic link between the isolation and differentiation of fish populations and the drainage evolution of the Amazon basin, and indicate that the dynamic geological history of the region has promoted species diversification. The process described here partially explains the high diversity in the genus <italic>Apistogramma</italic> and the information obtained is beneficial to conservation programs.</p>
</abstract>
<kwd-group>
<kwd><italic>Apistogramma</italic></kwd>
<kwd>microsatellite</kwd>
<kwd>mtDNA genes</kwd>
<kwd>fish</kwd>
<kwd>Amazon</kwd>
<kwd>paleovalley</kwd>
<kwd>river formation</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="68"/>
<page-count count="11"/>
<word-count count="8147"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>The Amazon region has gone through many landscape changes, such as the Andes uplift, marine incursions, and river shift (<xref ref-type="bibr" rid="B52">Rossetti and Toledo, 2007</xref>; <xref ref-type="bibr" rid="B29">Hoorn et al., 2010</xref>), since the Palaeogene period. These large-scale climatic and geologic events share important roles in the making of today&#x2019;s Amazonian biogeography and biodiversity (<xref ref-type="bibr" rid="B29">Hoorn et al., 2010</xref>; <xref ref-type="bibr" rid="B54">Rull, 2011</xref>). However, the biotic consequences of local landscape changes in the Central and Eastern Amazon that ensued in response to regional landscape changes, such as the formation of the transcontinental Amazon River, remain poorly understood.</p>
<p>Large rivers, such as the Negro River, constitute local barriers that prevent gene flow within many terrestrial species (<xref ref-type="bibr" rid="B43">Naka et al., 2012</xref>; <xref ref-type="bibr" rid="B48">Ribas et al., 2012</xref>; <xref ref-type="bibr" rid="B10">Boubli et al., 2015</xref>). As the position of large rivers changed during the geologic past, new barriers emerged, resulting in the isolation of populations (i.e., vicariant events) and, consequently, in speciation (<xref ref-type="bibr" rid="B48">Ribas et al., 2012</xref>; <xref ref-type="bibr" rid="B3">Alfaro et al., 2015</xref>; <xref ref-type="bibr" rid="B10">Boubli et al., 2015</xref>; <xref ref-type="bibr" rid="B21">Fernandes et al., 2015</xref>). Therefore, spatial patterns of aquatic biodiversity in the Amazon region are particularly promising for the investigation of the barrier-induced interruption of gene flow. These geological processes continue to reconfigure the drainage network over many areas of the Amazon River basin possibly due to its paleogeographic evolution (e.g., <xref ref-type="bibr" rid="B29">Hoorn et al., 2010</xref>; <xref ref-type="bibr" rid="B59">Stokes et al., 2018</xref>).</p>
<p>Endemic fish populations may have become isolated from widely distributed ones through landscape changes (<xref ref-type="bibr" rid="B67">Wise, 2011a</xref>,<xref ref-type="bibr" rid="B68">b</xref>; <xref ref-type="bibr" rid="B1">Albert et al., 2017</xref>), which makes them an ideal subject with which to study speciation related to geologic drivers of landscape change. The dwarf cichlids from the genus <italic>Apistogramma</italic> have over a hundred described species, which are well known to have either allopatric or sympatric geographic distributions (<xref ref-type="bibr" rid="B34">Kullander and Ferreira, 2005</xref>; <xref ref-type="bibr" rid="B49">R&#x00F6;mer, 2006</xref>; <xref ref-type="bibr" rid="B12">Costa et al., 2019</xref>). It is estimated that many <italic>Apistogramma</italic> species still need to be described and thus species richness is probably underestimated (<xref ref-type="bibr" rid="B16">Estivals et al., 2020</xref>). The dwarf cichlids occur in all types of river waters (clear, black, and white) found in the Brazilian Amazon, though are rarely found in the main channels of the major rivers, which is a reflection of their ecology and restricted habitat requirements (<xref ref-type="bibr" rid="B33">Kullander, 2003</xref>). Nonetheless, most of them present a high endemic level (<xref ref-type="bibr" rid="B16">Estivals et al., 2020</xref>). The life history of cichlids includes parental care and territorialism, which explains their high rates of endemism. Their color patterns and morphological diversity are associated to the sexual dimorphism between males and females (<xref ref-type="bibr" rid="B40">L&#x00F3;pez-Fern&#x00E1;ndez et al., 2005</xref>; <xref ref-type="bibr" rid="B41">Maruska, 2014</xref>). Although little is known about the conservation status of this group of cichlids, many authors affirm that some species are sensitive to sudden changes in the environment. As such, these dwarf cichlids from the <italic>Apistogramma</italic> genus are an excellent model group for evolutionary studies related to landscape changes (<xref ref-type="bibr" rid="B46">Qu&#x00E9;rouil et al., 2015</xref>).</p>
<p>Herein, we studied the species <italic>Apistogramma gephyra</italic> and <italic>Apistogramma pertensis</italic>, which present insufficient data regarding their population status and conservation. These two species have been separated by a river capture event involving the Cuieiras and Tarum&#x00E3;-Mirim rivers (former lower reach of the pre-capture Cuieiras basin). Erosive processes across an active fault scarp (i.e., topographic step) led to stream capture and separation of what was once an integrated drainage basin (proto-Cuieiras River basin). The Cuieiras and Tarum&#x00E3;-Mirim Rivers formed a single south-flowing channel as evidenced by the continuous paleovalley that is now the drainage divide between these two basins (i.e., physical barrier) (<xref ref-type="fig" rid="F1">Figure 1</xref>; <xref ref-type="bibr" rid="B64">Val et al., 2014</xref>). The proto-Cuieiras River basin was captured by a west-flowing tributary of the Rio Negro which had its headwaters at the topographic escarpment that still forms a drainage divide in other locations along-strike. The basins now form two separate drainage basins with a paleovalley containing paleochannel deposits in between. At this time, there is no geochronological constraint on the age of these paleochannel deposits which would provide a direct dating of the river capture event. Numerical modeling of knickpoint migration suggests a Pleistocene age (<xref ref-type="bibr" rid="B64">Val et al., 2014</xref>), however, we emphasize that such model uses underconstrained calibration parameters. Genetic ages of ground-birds in the lower Negro River valley suggest a Plio-Pleistocene age of landscape change in the region, also a plausible timeframe for river capture to have occurred (<xref ref-type="bibr" rid="B48">Ribas et al., 2012</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Location and topography of the study site. Color scheme denotes elevations above mean sea level and was obtained from a digital elevation model (<italic>Shuttle Radar Toporaphic Misson</italic>&#x2014;SRTM, <ext-link ext-link-type="uri" xlink:href="http://earthexplorer.usgs.gov">http://earthexplorer.usgs.gov</ext-link>). Map produced by <xref ref-type="bibr" rid="B47">Rodrigo Nahum, 2020</xref>. Locations of sampling sites, rivers, and other features of the landscape are labeled. Current and past directions of river flow are highlighted by arrows (see key).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-09-760287-g001.tif"/>
</fig>
<p>The Tarum&#x00E3;-Mirim River that was left behind retains the original populations that are probably under more pressure than the populations of the Cuieiras River. Both are threatened species affected by habitat degradation and anthropic presence, as well as overfishing due to their ornamental value (<xref ref-type="bibr" rid="B49">R&#x00F6;mer, 2006</xref>; <xref ref-type="bibr" rid="B32">Junk et al., 2007</xref>; <xref ref-type="bibr" rid="B47">Ramos et al., 2015</xref>; <xref ref-type="bibr" rid="B62">Tougard et al., 2017</xref>). This study links a specific geologic process with biological diversification in the Amazon, and has implications for understanding the mechanisms that have generated the current high diversity patterns and species endemism (<xref ref-type="bibr" rid="B1">Albert et al., 2017</xref>), which may help to support management and government conservation policies.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Sampling</title>
<p>We collected 74 individuals of <italic>A. gephyra</italic> (30 from the Cuieiras River and 44 from the Tarum&#x00E3;-Mirim River), and 39 individuals of <italic>A. pertensis</italic> (27 from the Cuieiras River and 12 from Tarum&#x00E3;-Mirim River) (<xref ref-type="table" rid="T1">Table 1</xref>), thus a total of 113 specimens. The fishing efforts were similar in both rivers (<xref ref-type="fig" rid="F1">Figure 1</xref>). The taxonomic identification of both species was carefully performed by two taxonomists from INPA&#x2019;s ichthyology group. The spinal cord of all animals was severed and the whole animal was placed in microtubes with 70% alcohol and transported to the Laboratory of Ecophysiology and Molecular Evolution (LEEM/INPA), where they were stored in a freezer at &#x2212;80<sup>&#x00B0;</sup>C for posterior DNA extraction. The collection permits were provided by the Instituto Chico Mendes de Conserva&#x00E7;&#x00E3;o da Biodiversidade (ICMBio permit #34130-1). Sampling was carried out according to the Brazilian guidelines for animal care and authorized by the Committee on the Ethics of Animal Use and Care&#x2014;CEUA of the Brazilian National Institute for Amazonian Research&#x2014;INPA (approval number 048/2012).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Allelic and genetic diversity within populations of <italic>Apistogramma gephyra</italic> and <italic>Apistogramma pertensis</italic> from the Cuieira River (CR) and the Tarum&#x00E3;-Mirim River (TMR), based on microsatellite data.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left" colspan="2"></td>
<td/>
<td valign="top" align="center" colspan="5">Allelic diversity<hr/></td>
<td valign="top" align="center" colspan="3">Genetic diversity<hr/></td>
</tr>
<tr>
<td valign="top" align="left">Species</td>
<td valign="top" align="left">River</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">TNA</td>
<td valign="top" align="center">MNA</td>
<td valign="top" align="center">ENA</td>
<td valign="top" align="center">NPA</td>
<td valign="top" align="center">AR</td>
<td valign="top" align="center"><italic>He</italic></td>
<td valign="top" align="center"><italic>Ho</italic></td>
<td valign="top" align="center"><italic>Fis</italic></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><italic>A. gephyra</italic></td>
<td valign="top" align="left">CR</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">69</td>
<td valign="top" align="center">6.273</td>
<td valign="top" align="center">2.725</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">4.803</td>
<td valign="top" align="center">0.633</td>
<td valign="top" align="center">0.662</td>
<td valign="top" align="center">&#x2013;0.047</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">TMR</td>
<td valign="top" align="center">44</td>
<td valign="top" align="center">79</td>
<td valign="top" align="center">7.182</td>
<td valign="top" align="center">3.021</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">5.101</td>
<td valign="top" align="center">0.669</td>
<td valign="top" align="center">0.631</td>
<td valign="top" align="center">0.058</td>
</tr>
<tr>
<td valign="top" align="left"><italic>A. pertensis</italic></td>
<td valign="top" align="left">CR</td>
<td valign="top" align="center">27</td>
<td valign="top" align="center">62</td>
<td valign="top" align="center">5.636</td>
<td valign="top" align="center">2.967</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">4.601</td>
<td valign="top" align="center">0.663</td>
<td valign="top" align="center">0.742</td>
<td valign="top" align="center">&#x2013;0.123</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">TMR</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">53</td>
<td valign="top" align="center">4.818</td>
<td valign="top" align="center">2.577</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">4.545</td>
<td valign="top" align="center">0.612</td>
<td valign="top" align="center">0.664</td>
<td valign="top" align="center">&#x2013;0.089</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>N, sample size; TNA, total number of alleles; MNA, mean number of alleles; ENA, effective number of alleles; NPA, number of private alleles; AR, allelic richness; H<sub>E</sub>, expected heterozygosity; Ho, observed heterozygosity: F<sub>IS</sub>, fixation index; CR, Cuieiras River; TMR, Tarum&#x00E3;-Mirim River.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S2.SS2">
<title>Microsatellite Genotyping and Mitochondrial DNA (mtDNA) Sequencing</title>
<p>The total DNA was extracted of muscle tissue using the phenol-chloroform-isoamyl alcohol protocol described by <xref ref-type="bibr" rid="B56">Sambrook et al. (1989)</xref>. For amplification, we used 11 microsatellite primers for <italic>A. gephyra</italic> and <italic>A. pertensis</italic> (<xref ref-type="bibr" rid="B36">Leit&#x00E3;o et al., 2017</xref>). To sequence the partial mitochondrial genes, we developed two sets of primers for the genes 16S rRNA and cytochrome oxidase subunit I (<italic>COI</italic>), based on the partial sequences of these mitochondrial genes for the <italic>Apistogramma</italic> species available at GenBank&#x2014;National Center for Biotechnology Information (NCBI). For the cytochrome b gene (<italic>Cyt-b</italic>), We used the primers developed by <xref ref-type="bibr" rid="B60">Taberlet et al. (1992)</xref> and <xref ref-type="bibr" rid="B39">Lydeard and Roe (1997)</xref>, as suggested by <xref ref-type="bibr" rid="B20">Farias et al., 2001</xref> (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>). The polymerase chain reactions (PCR) conditions were as follows: for a 25 &#x03BC;L total volume, we used 4.0 &#x03BC;L of total DNA (50 ng &#x03BC;L<sup>&#x2013;1</sup>), 1.5 &#x03BC;L of forward primer (5 &#x03BC;M), 1.5 &#x03BC;L of reverse primer (5 &#x03BC;M), 5.5 &#x03BC;L of H<sub>2</sub>O, and 12.5 &#x03BC;L PCR Master Mix 2X [Taq DNA polymerase (0.05 U), MgCl2 (1.5 mM), and dNTPs (0.4 mM)] (Fermentas, Waltham, MA, United States). Amplifications were performed with the following PCR profile: initial denaturation at 94&#x00B0;C for 2 min, followed by 35 cycles with denaturation at 94&#x00B0;C for 1 min, annealing at 50&#x2013;51&#x00B0;C for 1 min, polymerization at 72&#x00B0;C for 1 min, and a final extension at 72&#x00B0;C for 5 min. We confirmed the amplified PCR products by electrophoresis in a 1.5% agarose gel using GelRed<sup>&#x00AE;</sup> (Invitrogen, Waltham, MA, United States), and we visualized it using an L-PIX Molecular Image transilluminator (Loccus Biotecnologia, Cotia, Brazil).</p>
<p>The genotyping of the microsatellites and the sequencing of the mitochondrial genes were performed in a genetic analyzer (ABI 3130xl, Applied Biosystems, Waltham, MA, United States) using GeneScan Liz-500 (&#x2013;250) size standard to determine the fragment length of the microsatellite, and the Big Dye Terminator v3.1 kit for sequencing (Applied Biosystems, Waltham, MA, United States. The microsatellite alleles were scored based on the consistent pattern of their stutter peaks and on the peak intensity corresponding to each individual at each locus using GeneMapper v4.0 (Applied Biosystems, Waltham, MA, United States). The quality of the sequencing was verified using the 3,130 series data collection software v4 and Sequencing Analysis software v6 (Applied Biosystems, Waltham, MA, United States), respectively.</p>
</sec>
<sec id="S2.SS3">
<title>Microsatellite DNA Analysis</title>
<p>Using the following allelic diversity parameters of <italic>A. gephyra</italic> and <italic>A. pertensis</italic> populations, we calculated the total number of alleles (TNA), mean number of alleles (MNA), number of private alleles (NPA) using GDA v1.1 software (<xref ref-type="bibr" rid="B37">Lewis and Zaykin, 2002</xref>). Allelic richness (AR) was acquired using FSTAT v2.9.3.2 software (<xref ref-type="bibr" rid="B24">Goudet, 2001</xref>), and the number of effective alleles (NEA) was calculated using the mathematical model: NEA = 1/(1&#x2013;<italic>H</italic><sub><italic>E</italic></sub>). We estimated the genetic diversity through the observed and expected heterozygosity (<italic>H</italic><sub><italic>O</italic></sub> and <italic>H</italic><sub><italic>E</italic></sub>, respectively) in Hardy&#x2013;Weinberg equilibrium, fixation index (<italic>F</italic><sub><italic>I</italic><italic>S</italic></sub>) using GENETIX v4.05.2 software (<xref ref-type="bibr" rid="B7">Belkhir et al., 2009</xref>).</p>
<p>We applied the mixture model (Admixture) ancestor to analyze the structures of the populations, which correlates the gene frequency among the studied populations. This was performed using STRUCTURE v2.3.1 (<xref ref-type="bibr" rid="B45">Pritchard et al., 2000</xref>; <xref ref-type="bibr" rid="B19">Falush et al., 2003</xref>) with a burn-in of 50,000 followed by 200,000 steps using the Markov chain Monte Carlo method (MCMC). Each analysis was repeated 10,000 times from a different randomly selected starting point, and convergence between independent runs was assessed via examination of &#x03B1; values and profile of posterior probabilities. The Q values from each of the 10 independent runs for each K scenario were extracted using the program STRUCTURE HARVESTER 0.6.92 (<xref ref-type="bibr" rid="B14">Earl and von Holdt, 2012</xref>) and summarized in the program CLUMPP 1.1.2 (<xref ref-type="bibr" rid="B31">Jakobsson and Rosenberg, 2007</xref>). Results were visualized in the program DISTRUCT 1.1 (<xref ref-type="bibr" rid="B50">Rosenberg, 2003</xref>), and a run for each analysis was performed for <italic>K</italic> = 1 and <italic>K</italic> = number of population samples + 2, with ten replicates for each <italic>K</italic>. We applied the value of &#x0394;K suggested by <xref ref-type="bibr" rid="B17">Evanno et al. (2005)</xref> to identify the highest level of genetic division hierarchy.</p>
<p>The levels of genetic differentiation were analyzed using Wright&#x2019;s F-statistics <italic>F</italic><sub><italic>IS</italic></sub> and <italic>F</italic><sub><italic>ST</italic></sub> (<xref ref-type="bibr" rid="B66">Weir and Cockerham, 1984</xref>) using ARLEQUIN v3.5 software (<xref ref-type="bibr" rid="B18">Excoffier and Lischer, 2010</xref>), and the genetic distance (GD) was calculated using GENETIX v4.05.2. We also calculated the number of migrants (Nm) between populations by applying the <italic>F</italic><sub><italic>ST</italic></sub> values and the molecular variance (AMOVA) using the ARLEQUIN v3.5 software at the significance level of 5%.</p>
</sec>
<sec id="S2.SS4">
<title>Mitochondrial DNA Analysis</title>
<p>The sequences were edited and aligned using Geneious R7.1.8 (Biomatters Ltd., Auckland, New Zealand) and the Clustal W algorithm (<xref ref-type="bibr" rid="B35">Larkin et al., 2007</xref>). The genetic diversity, the total number of haplotypes (NH), the haplotype diversity (h) and the nucleotide diversity (&#x03C0;) (<xref ref-type="bibr" rid="B44">Nei, 1987</xref>) was obtained using DnaSP v5.10.1 (<xref ref-type="bibr" rid="B38">Librado and Rozas, 2009</xref>). Tajima&#x2019;s D test (<xref ref-type="bibr" rid="B61">Tajima, 1989</xref>) and Fu&#x2019;s FS test (<xref ref-type="bibr" rid="B22">Fu, 1997</xref>) were used to verify the occurrence of recent population size changes.</p>
<p>An analysis of molecular variance (AMOVA) was performed in ARLEQUIN v3.5. Population structure analysis was performed using the Bayesian approach implemented by BAPS 4.14 (<xref ref-type="bibr" rid="B11">Corander et al., 2007</xref>), in which the number of clusters was defined using an algorithm that estimates the distribution of haplotype frequencies of all populations tested. For these analyses, we applied two approaches: (1) two groups according to the rivers, to verify the segregation of the two species populations; and (2) two groups according to the species identification, to identify whether their groups are distinct and disconnected, and whether they present differences as populations between the rivers.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Microsatellite DNA Results</title>
<p>The analysis of allelic and genetic diversity between the populations of <italic>A. gephyra</italic> and <italic>A. pertensis</italic> from the Cuieiras River (CR) and Tarum&#x00E3;-Mirim River (TMR) revealed a similar mean number of alleles (MNA) (<xref ref-type="table" rid="T1">Table 1</xref>). The number of private alleles (NPA) ranged from 5 to 9 for <italic>A. pertensis</italic> and <italic>A. gephyra</italic> from the Cuieiras River, and 13&#x2013;25 for <italic>A. pertensis</italic> and <italic>A. gephyra</italic> from the Tarum&#x00E3;-Mirim River, respectively.</p>
<p>The results of the structural analyses for the microsatellite data clearly show the separation of the two species within each studied river (<italic>K</italic> = 2) and that &#x0394;K = 430 (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 1</xref>) yield a clear separation between the species analyzed. The same result was observed with DNA mitochondrial data using BAPS. For <italic>K</italic> = 3 and <italic>K</italic> = 4, we observed the formation of two distinct populations for each species between the Cuieiras and Tarum&#x00E3;-Mirim Rivers, respectively (<xref ref-type="fig" rid="F2">Figure 2</xref>). For K = 4, a possible sign of hybridization is suggested between the species <italic>A. gephyra</italic> and <italic>A. pertensis</italic> in the Cuieiras River, but in order to verify the actual existence of such hybridization process, it would be necessary to increase the number of samples, as well as increase the number of microsatellite markers.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Structure analysis. Graphs obtained using STRUCTURE software. Analysis of all the populations for both species (a) based on 11 microsatellite <italic>loci</italic> shows <italic>K</italic> = 5.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-09-760287-g002.tif"/>
</fig>
<p>The genetic distance (GD) between populations is compatible with the expected result for the genetic differentiation index (<italic>F</italic><sub><italic>ST</italic></sub>), and higher values are described between the populations of <italic>A. pertensis</italic> from the two rivers (0.228 GD and 0.285 <italic>F</italic><sub><italic>ST</italic></sub>) when compared to <italic>A. gephyra</italic> populations from the two rivers (0.120 GD and 0.128 <italic>F</italic><sub><italic>ST</italic></sub>), respectively (<xref ref-type="table" rid="T2">Table 2</xref>). The number of migrants (Nm) was 0.85 between <italic>A. pertensis</italic> from the Tarum&#x00E3;-Mirim River and Cuieiras River and, interestingly, 1.83 between the populations of <italic>A. gephyra</italic> from the two rivers.</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Upper diagonal: genetic distance; bottom diagonal of the bold: <italic>F</italic><sub><italic>ST</italic></sub> and Nm (in parentheses), based on microsatellite data.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="justify" colspan="2"></td>
<td valign="top" align="center" colspan="2"><italic>Apistogramma gephyra</italic><hr/></td>
<td valign="top" align="center" colspan="2"><italic>Apistogramma pertensis</italic><hr/></td>
</tr>
<tr>
<td valign="top" colspan="2"/><td valign="top" align="center">CR</td>
<td valign="top" align="center">TMR</td>
<td valign="top" align="center">CR</td>
<td valign="top" align="center">TMR</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><italic>Apistogramma gephyra</italic></td>
<td valign="top" align="left">CR</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">0.12005</td>
<td valign="top" align="center">0.06131</td>
<td valign="top" align="center">0.30251</td>
</tr>
<tr>
<td valign="top" align="justify"/><td valign="top" align="left">TMR</td>
<td valign="top" align="center"><bold>0.1279<xref ref-type="table-fn" rid="t2fns1">&#x002A;</xref> (1.83)</bold></td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">0.17561</td>
<td valign="top" align="center">0.29286</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Apistogramma pertensis</italic></td>
<td valign="top" align="left">CR</td>
<td valign="top" align="center"><bold>0.0633<xref ref-type="table-fn" rid="t2fns1">&#x002A;</xref> (3.83)</bold></td>
<td valign="top" align="center"><bold>0.1931<xref ref-type="table-fn" rid="t2fns1">&#x002A;</xref> (1.17)</bold></td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">0.22769</td>
</tr>
<tr>
<td valign="top" align="justify"/><td valign="top" align="left">TMR</td>
<td valign="top" align="center"><bold>0.3603<xref ref-type="table-fn" rid="t2fns1">&#x002A;</xref> (0.58)</bold></td>
<td valign="top" align="center"><bold>0.3465<xref ref-type="table-fn" rid="t2fns1">&#x002A;</xref> (0.60)</bold></td>
<td valign="top" align="center"><bold>0.2584<xref ref-type="table-fn" rid="t2fns1">&#x002A;</xref> (0.85)</bold></td>
<td valign="top" align="center">&#x2013;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="t2fns1"><p><italic>F<sub>ST</sub>, structuring index; Nm, number of migrants; CR, Cuieiras River; TMR, Tarum&#x00E3;-Mirim River. &#x002A;Indicates a significant difference when p &#x003C; 0.05.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<p>The AMOVA analysis (<xref ref-type="table" rid="T3">Table 3</xref>) indicates that there are significant differences among individuals of the same population and between different populations for both species. These results are consistent with the <italic>F</italic><sub><italic>ST</italic></sub> values (<xref ref-type="table" rid="T2">Table 2</xref>), which show structure among different populations, as corroborated by the significant genetic structure when all sampled individuals were analyzed using the STRUCTURE program (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Analysis of molecular variance (AMOVA) of <italic>Apistogramma gephyra</italic> and <italic>Apistogramma pertensis</italic> based on the 11 microsatellite loci.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="center" colspan="5"><italic>A. gephyra</italic> and <italic>A. pertensis</italic><hr/></td>
</tr>
<tr>
<td valign="top" align="left">Source variation</td>
<td valign="top" align="center">Sum of Squares</td>
<td valign="top" align="center">% Var</td>
<td valign="top" align="center">Component variance</td>
<td valign="top" align="center">Standard error</td>
<td valign="top" align="center"><italic>p</italic>-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Between individual</td>
<td valign="top" align="center">387.500</td>
<td valign="top" align="center">85.3328</td>
<td valign="top" align="center">3.7176</td>
<td valign="top" align="center">0.1790</td>
<td valign="top" align="center">0.0002<xref ref-type="table-fn" rid="t3fns1">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">Within individual</td>
<td valign="top" align="center">336.488</td>
<td valign="top" align="center">&#x2013;2.9846</td>
<td valign="top" align="center">&#x2013;0.1300</td>
<td valign="top" align="center">&#x2013;0.0155</td>
<td valign="top" align="center">0.7797</td>
</tr>
<tr>
<td valign="top" align="left">Within population</td>
<td valign="top" align="center">121.545</td>
<td valign="top" align="center">17.6518</td>
<td valign="top" align="center">0.7690</td>
<td valign="top" align="center">0.1916</td>
<td valign="top" align="center">0.0000<xref ref-type="table-fn" rid="t3fns1">&#x002A;</xref></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="t3fns1"><p><italic>&#x002A;Indicates a significant difference when p &#x003C; 0.001.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS2">
<title>Mitochondrial DNA Results</title>
<p>The number of sequences obtained for the three mitochondrial genes were unequal among populations: 69 sequences for <italic>16S</italic>, 62 for <italic>COI</italic>, and 112 for <italic>Cyt-b</italic> (see <xref ref-type="table" rid="T4">Table 4</xref>). Despite this, the size of the amplicons and the quality of the DNA were acceptable for our main goal, which was to verify the structure of the two populations from the two species supposedly separated by the river capture. Due to this unequal sampling, we performed population analysis for each mitochondrial gene separately. The analysis of molecular variance (AMOVA, <italic>p</italic> &#x003C; 0.001) for both species (<italic>A. gephyra</italic> and <italic>A. pertensis</italic>) indicates high variation within the species (<xref ref-type="table" rid="T5">Table 5</xref>), confirming that populations from both rivers are structured within each species for all genes.</p>
<table-wrap position="float" id="T4">
<label>TABLE 4</label>
<caption><p>DNA Polymorphism and neutrality tests for <italic>Apistogramma gephyra</italic> and <italic>Apistogramma pertensis</italic> populations from the Cuieiras River (CR) and Tarum&#x00E3;-Mirim River (TMR).</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"></td>
<td valign="top" colspan="2"/>
<td valign="top" colspan="2"/>
<td valign="top" align="center" colspan="2">Index of molecular diversity<hr/></td>
<td valign="top" align="center" colspan="3">Neutrality tests<hr/></td>
</tr>
<tr>
<td valign="top" align="left">Species</td>
<td valign="top" align="left">Gene</td>
<td valign="top" align="left">Population</td>
<td valign="top" align="center">NAS</td>
<td valign="top" align="center">NH</td>
<td valign="top" align="center">H</td>
<td valign="top" align="center">&#x03C0;</td>
<td valign="top" align="center"><italic>D</italic></td>
<td valign="top" align="center">F<sub><italic>s</italic></sub></td>
<td valign="top" align="center"><italic>P</italic></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><italic>A. gephyra</italic></td>
<td valign="top" align="left"><italic>16S</italic></td>
<td valign="top" align="left">CR</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.900</td>
<td valign="top" align="center">0.014</td>
<td valign="top" align="center">&#x2013;2.376</td>
<td valign="top" align="center">&#x2013;3.405</td>
<td valign="top" align="center"><italic>p</italic> &#x003C; 0.02</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">TMR</td>
<td valign="top" align="center">45</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.209</td>
<td valign="top" align="center">0.002</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>COI</italic></td>
<td valign="top" align="left">CR</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">0.874</td>
<td valign="top" align="center">0.032</td>
<td valign="top" align="center">&#x2013;1.592</td>
<td valign="top" align="center">&#x2013;0.842</td>
<td valign="top" align="center"><italic>p</italic> &#x003C; 0.02</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">TMR</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.619</td>
<td valign="top" align="center">0.002</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Cytb</italic></td>
<td valign="top" align="left">CR</td>
<td valign="top" align="center">65</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.528</td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">&#x2013;0.461</td>
<td valign="top" align="center">&#x2013;0.758</td>
<td valign="top" align="center"><italic>p</italic> &#x003C; 0.10</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">TMR</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">0.967</td>
<td valign="top" align="center">0.013</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left"><italic>A. pertensis</italic></td>
<td valign="top" align="left"><italic>16S</italic></td>
<td valign="top" align="left">CR</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.643</td>
<td valign="top" align="center">0.014</td>
<td valign="top" align="center">&#x2013;1.193</td>
<td valign="top" align="center">&#x2013;1.164</td>
<td valign="top" align="center"><italic>p</italic> &#x003C; 0.02</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">TMR</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>COI</italic></td>
<td valign="top" align="left">CR</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">0.584</td>
<td valign="top" align="center">0.010</td>
<td valign="top" align="center">&#x2013;2.441</td>
<td valign="top" align="center">&#x2013;3.890</td>
<td valign="top" align="center"><italic>p</italic> &#x003C; 0.02</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">TMR</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.600</td>
<td valign="top" align="center">0.001</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Cytb</italic></td>
<td valign="top" align="left">CR</td>
<td valign="top" align="center">27</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">0.578</td>
<td valign="top" align="center">0.002</td>
<td valign="top" align="center">&#x2013;0.673</td>
<td valign="top" align="center">0.415</td>
<td valign="top" align="center"><italic>p</italic> &#x003C; 0.10</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">TMR</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">0.933</td>
<td valign="top" align="center">0.006</td>
<td/>
<td/>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>NAS, number of analyzed sequences; NH, number of haplotypes; S, polymorphic sites; h, haplotype diversity; &#x03C0;, nucleotide diversity; D, Tajima&#x2019;s index; F<sub>s</sub>, Fu&#x2019;s index, and p, significance of the F<sub>s</sub> value. Significance level (p &#x003C; 0.05) &#x2013; DNASp.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="T5">
<label>TABLE 5</label>
<caption><p>Analysis of molecular variance (AMOVA) of <italic>Apistogramma gephyra</italic> and <italic>Apistogramma pertensis</italic> based on mtDNA genes.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"></td>
<td/>
<td valign="top" align="center" colspan="3"><italic>Apistogramma gephyra</italic><hr/></td>
<td valign="top" align="center" colspan="3"><italic>Apistogramma pertensis</italic><hr/></td>
</tr>
<tr>
<td valign="top" align="left">Gene</td>
<td valign="top" align="left">Source variation</td>
<td valign="top" align="center">Component Var.</td>
<td valign="top" align="center">% Var.</td>
<td valign="top" align="center"><italic>F</italic><sub><italic>st</italic></sub></td>
<td valign="top" align="center">Component Var.</td>
<td valign="top" align="center">% Var.</td>
<td valign="top" align="center"><italic>F</italic><sub><italic>st</italic></sub></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><italic>16S</italic></td>
<td valign="top" align="left">Between population</td>
<td valign="top" align="center">0.8925</td>
<td valign="top" align="center">55.64</td>
<td valign="top" align="center">0.721</td>
<td valign="top" align="center">1.8440</td>
<td valign="top" align="center">51.52</td>
<td valign="top" align="center">0.377</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Within population</td>
<td valign="top" align="center">0.7116</td>
<td valign="top" align="center">44.36</td>
<td/>
<td valign="top" align="center">1.7353</td>
<td valign="top" align="center">48.48</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><italic>COI</italic></td>
<td valign="top" align="left">Between population</td>
<td valign="top" align="center">2.4277</td>
<td valign="top" align="center">30.37</td>
<td valign="top" align="center">0.356</td>
<td valign="top" align="center">0.3035</td>
<td valign="top" align="center">7.39</td>
<td valign="top" align="center">0.280<xref ref-type="table-fn" rid="t5fns1">&#x002A;</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Within the population</td>
<td valign="top" align="center">5.5651</td>
<td valign="top" align="center">69.63</td>
<td/>
<td valign="top" align="center">3.8022</td>
<td valign="top" align="center">92.61</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><italic>Cytb</italic></td>
<td valign="top" align="left">Between population</td>
<td valign="top" align="center">1.1678</td>
<td valign="top" align="center">35.27</td>
<td valign="top" align="center">0.352</td>
<td valign="top" align="center">0.3105</td>
<td valign="top" align="center">33.93</td>
<td valign="top" align="center">0.339</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Within population</td>
<td valign="top" align="center">2.1436</td>
<td valign="top" align="center">64.73</td>
<td/>
<td valign="top" align="center">0.6047</td>
<td valign="top" align="center">66.07</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="t5fns1"><p><italic>&#x002A;Indicates a significant difference when p &#x003C; 0.001.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<p>Haplotype diversity (h) for <italic>Cyt b</italic> and <italic>COI</italic> genes was similar for <italic>A. gephyra</italic> and <italic>A. pertensis</italic> in the two rivers. For the <italic>16S</italic> gene, lower values (0.209 and zero) were observed for the populations of <italic>A. gephyra</italic> and <italic>A. pertensis</italic>, respectively, in the Tarum&#x00E3;-Mirim River when compared to the Cuieiras River. The genes <italic>16S</italic> and <italic>COI</italic> showed higher nucleotide diversity (&#x03C0;) in the Cuieiras River for both species when compared to the Tarum&#x00E3;-Mirim River. However, a low nucleotide diversity (&#x03C0;) was found in the <italic>Cyt-b</italic> gene in both <italic>A. gephyra</italic> and <italic>A. pertensis</italic> (<xref ref-type="table" rid="T4">Table 4</xref>).</p>
<p>The neutrality tests of Tajima (D) and Fu (Fs) showed negative values in the two populations of both rivers, and one positive value was observed in the Fu test for <italic>A. pertensis</italic> (<italic>Cyt-b</italic> gene). The neutrality tests were not significant for the <italic>Cyt-b</italic> gene in either species (<xref ref-type="table" rid="T4">Table 4</xref>). Therefore, the Tajima test indicates an excess of recent mutations in both populations of <italic>Apistogramma</italic>, while the Fu test did not suggest any recent population expansion in either of the <italic>A. pertensis</italic> populations based on the <italic>Cyt-b</italic> gene. The results obtained for the pairwise genetic differentiation index (<italic>F</italic><sub><italic>ST</italic></sub>) among the populations of dwarf cichlids showed significant statistical values (<italic>P</italic> &#x003C; 0.001), with the only exception being detected for the <italic>COI</italic> gene in <italic>A. pertensis</italic> populations, which presented no difference in <italic>F</italic><sub><italic>ST</italic></sub> values (<italic>P</italic> &#x003E; 0.05). The indexes for the genes <italic>16S, COI</italic>, and <italic>Cyt-b</italic> were, respectively, 0.721, 0.356, and 0.352, for <italic>A. gephyra</italic> from the Cuieiras River and the Tarum&#x00E3;-Mirim River; and 0.377, 0.280 and 0.339 for <italic>A. pertensis</italic> from the Cuieiras and Tarum&#x00E3;-Mirim Rivers (<xref ref-type="table" rid="T5">Table 5</xref>). This analysis also indicates high levels of population genetic structure among them.</p>
<p>Analysis of population structure in BAPS based on <italic>16S rRNA</italic> and <italic>COI</italic> genes clearly shows the separation of the two species between the Cuieiras and Tarum&#x00E3;-Mirim Rivers (<xref ref-type="fig" rid="F3">Figures 3A,C</xref>). From the <italic>Cyt-b</italic> data, we observed a separation of all <italic>A. pertensis</italic> specimens, though we observed several clusters for <italic>A. gephyra</italic> (<xref ref-type="fig" rid="F3">Figure 3E</xref>). When we analyzed the species separately, the results showed a clear differentiation between the rivers for both species. On the other hand, when we observed the <italic>Apistogramma</italic> populations for the Cuieiras River, we verified two or three clusters formed for the mitochondrial genes, and only one cluster in the Tarum&#x00E3;-Mirim River (<italic>A. gephrya</italic>&#x2014;<italic>16S rRNA</italic>, <italic>COI</italic>, and <italic>Cyt-b</italic>; and <italic>A. pertensis</italic>&#x2014;<italic>16S rRNA</italic> and <italic>COI</italic>, respectively) (<xref ref-type="fig" rid="F3">Figures 3B,D,F</xref>). A similar result was observed for the microsatellite data after the analysis using the STRUCTURE program, by which we verified a higher gene flow between both species occurring in the Cuieiras River. In regards, the BAPS analysis corroborates the STRUCTURE analysis for microsatellite data (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Bayesian analysis of population structure (BAPS). <bold>(A,C,E)</bold> Refer to <italic>Apistogramma gephyra</italic> and <italic>Apistogramma pertensis</italic> from the Cuieiras River (CR) and Tarum&#x00E3;-mirim River (TMR) Rivers presenting, respectively, <italic>16S, COI</italic> and <italic>Cytb</italic> mitochondrial genes; <bold>(B,D,F)</bold> refer to both species analyzed separately between rivers using, respectively, the genes <italic>16S, COI</italic>, and <italic>Cytb.</italic></p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-09-760287-g003.tif"/>
</fig>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<sec id="S4.SS1">
<title>Population Structure Is Affected by Landscape Changes</title>
<p>Geological events may have been important in the diversification of the genus <italic>Apistogramma</italic> (<xref ref-type="bibr" rid="B49">R&#x00F6;mer, 2006</xref>), as well as the biology of this genus, and the habitat characteristics influence the genetic structure of their populations (see <xref ref-type="fig" rid="F4">Figures 4A</xref>&#x2013;<xref ref-type="fig" rid="F4">C</xref>). Thus, understanding genetic structure is critical in evolutionary and conservation biology, and discriminating fish sub-populations is essential for detecting possible reproductive isolation (<xref ref-type="bibr" rid="B57">Santos et al., 2016</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Hypothetical scenarios. The hypothetical scenarios are delineated to propose an explanation for the strong genetic structure observed between the populations of <italic>Apistogramma gephyra</italic> and <italic>Apistogramma pertensis</italic> in the two rivers (Cuieiras and Tarum&#x00E3;-Mirim): <bold>(A)</bold> <italic>A. gephyra</italic> and <italic>A. pertensis</italic> populations from the Tarum&#x00E3;-Mirim River differentiated after the geographic isolation, with the lower Tarum&#x00E3;-Mirim River region being influenced by populations from the lower Negro River; and/or <bold>(B,C)</bold> the landscape changes in the course of the Cuieiras River and provided a wide area of distribution and allowed some gene flow between the species, thus adding more complexity to the differentiation between populations, with potential influences from individuals of the Anavilhanas populations just west of the mouth of the Cuieiras River.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-09-760287-g004.tif"/>
</fig>
<p>The results from the microsatellite data indicate low levels of gene flow between populations of the same species from the different rivers (<xref ref-type="table" rid="T2">Table 2</xref>). These results suggest diversification among populations within each species and the possibility that a local adaptive process is occurring. On the other hand, we cannot discard the possibility that genetic drift caused allele fixation. In fact, the occurrence of local adaptation and random allele fixation by genetic drift leads to a reduced number of genotypes (<xref ref-type="bibr" rid="B8">Blanquart et al., 2012</xref>). Moreover, local adaptation is also sensitive in small populations and to the balance between gene flow and local selection.</p>
<p>When gene flow is limited, specialized genotypes can be maintained in isolated populations and support local adaptation, thus providing important insight into evolutionary processes and adaptive divergence of populations (<xref ref-type="bibr" rid="B8">Blanquart et al., 2012</xref>, <xref ref-type="bibr" rid="B9">2013</xref>). A key prerequisite for the emergence of local adaptation is the existence of a spatially heterogeneous environment, which generates a heterogeneous selective pressure (<xref ref-type="bibr" rid="B9">Blanquart et al., 2013</xref>). The region where the Cuieiras and Tarum&#x00E3;-Mirim Rivers are located is constantly changing, which involve this type of study. In addition, the drainage network of the Amazon is not static but is, in fact, constantly changing over time (<xref ref-type="bibr" rid="B2">Albert et al., 2018</xref>). All those factors induce allele fixation in these populations, genetic drift and local adaptation to habitat heterogeneity, thus making this a perfect ecosystem for evolutionary studies.</p>
<p>Interestingly, the nuclear data indicates genetic similarity between the two species of the Cuieiras River. However, this pattern is not seen in the mtDNA data and the two species form a well-supported high differentiation. We considered that these findings indicate that gene flow occurs in the Cuieiras River, which affects only the nuclear genome, though not the maternally inherited mtDNA. To have greater certainty regarding these processes, further studies must explore a higher and more variable number of markers (e.g., SNPs) and use more rapidly evolving mitochondrial genes (e.g., mtDNA control region).</p>
<p>Thus, the lack of support for intraspecific clades in mtDNA may be due to the slow evolutionary rate of the markers utilized in this study, while the nuclear microsatellites clearly show an intraspecific differentiation in the different drainage systems. Another explanation would be periodic connectivity or delayed disconnection between the Tarum&#x00E3;-Mirim and Cuieiras Rivers, as observed in ongoing drainage captures elsewhere in the Amazon (<xref ref-type="bibr" rid="B59">Stokes et al., 2018</xref>). This would allow eventual gene flow among sub-populations (or evolutionary significant units&#x2014;ESU). Although the sample size was unequal for the populations of Tarum&#x00E3;-Mirim and Cuieiras Rivers, the level of polymorphism for both the microsatellites (<xref ref-type="bibr" rid="B36">Leit&#x00E3;o et al., 2017</xref>) and the number of mitochondrial genes was substantial enough to reach these conclusions.</p>
<p>Tajima&#x2019;s D test results in negative values after a recent bottleneck, which indicates population expansion (Fu. 1997). The statistical values for Fs are also very sensitive to deviations from neutrality that are promoted by demographic changes. Herein, they resulted in negative values under most conditions and were positive only for <italic>A. pertensis</italic> (<italic>Cyt b</italic>).</p>
<p>The distribution of <italic>Apistogramma</italic> species is higher in Cuieiras River than the drainage basin of the Tarum&#x00E3;-Mirim River (<xref ref-type="fig" rid="F1">Figure 1</xref>). This is consistent with an increase in species range as the Cuieiras River has gained drainage area due to river capture. Thus, a larger gene flow has been detected between species of dwarf cichlids from the Cuieiras River, possibly due to mating occurring at higher levels, though with production of infertile offspring. We suggest that the mating observed between the two dwarf cichlids species in the Cuieiras River occur because these two species have not differed enough to prevent reproductive mating after the river capture event, which means they might still maintain a correlation with the original populations (Hypothesis 1, <xref ref-type="fig" rid="F4">Figure 4B</xref>). In addition, both species from Tarum&#x00E3;-Mirim River have been genetically disconnected because they inhabit a fragmented and smaller area, and this may have caused higher environmental pressure on these populations. In addition, we must emphasize that these genetic studies are contemporary, and that the current landscapes may have a strong influence on our results. Thus, river captures may be considered a mechanism that promotes fish biodiversity, particularly in non-migratory fish species, and contributes to the genetic diversity at the population level, as in the present case (<xref ref-type="bibr" rid="B1">Albert et al., 2017</xref>).</p>
<p>An alternative explanation for the gene flow in the Cuieiras River is presented in Hypothesis 2 (<xref ref-type="fig" rid="F4">Figure 4C</xref>): for the same reason as above, i.e., the populations in the Tarum&#x00E3;-Mirim River after river capture are the original populations prior to river capture (<xref ref-type="fig" rid="F4">Figure 4C</xref>). Thus, our preferred explanation, prior to capture, is that these two species remained there, though with no gene flow.</p>
<p>The current pressure that affects the Tarum&#x00E3;-Mirim River is due to the urban expansion of Manaus, which probably affect these populations. The conservation approach over these populations must be taken to avoid disappearance in the future. In addition, the population of the Cuieiras River has evolved in a larger population with more landscape changes over time, which means that the river capture induced all the changes in this river and left the Tarum&#x00E3;-Mirim River behind. The latter remained a short (<xref ref-type="fig" rid="F1">Figure 1</xref>) river and is the final part of the original river.</p>
<p>Based on the results, we are able to affirm that, based on the structured populations of both species in both rivers, these two species have given rise to four populations, and that these four populations will most probably generate new species through interruption of gene flow.</p>
<p>The current literature is of the consensus that a mosaic of events must have occurred at different times and spatial scales and that this created a complex scenario of spatial and temporal landscape changes that have influenced the biodiversity in the Amazon we see today (<xref ref-type="bibr" rid="B29">Hoorn et al., 2010</xref>, <xref ref-type="bibr" rid="B28">2017</xref>; <xref ref-type="bibr" rid="B54">Rull, 2011</xref>, <xref ref-type="bibr" rid="B55">2013</xref>; <xref ref-type="bibr" rid="B23">Gorini et al., 2014</xref>; <xref ref-type="bibr" rid="B65">van Soelen et al., 2017</xref>). Our study suggests that the populations of <italic>Apistogramma</italic> were affected by landscape changes that contributed to speciation and, eventually, species enrichment. Thus, even at smaller spatial scales, local landscape changes are important in creating biodiversity.</p>
</sec>
<sec id="S4.SS2">
<title>Conservation Implications</title>
<p>The cichlids are extremely interesting fish not only for adaptive radiation studies, but also for studies of behavior and reproductive characteristics (<xref ref-type="bibr" rid="B63">Turner, 2007</xref>). About 112 dwarf cichlids species are described as being part of the <italic>Apistogramma</italic> genus, and wide distribution throughout South America (<xref ref-type="bibr" rid="B12">Costa et al., 2019</xref>), particularly in the Amazon basin. This extraordinary diversity and high endemism rate found for dwarf cichlids has been explained by the geological, paleoclimatic, and water-level history that has played an important role in speciation events by isolating populations and favoring the establishment of reproductive barriers (<xref ref-type="bibr" rid="B49">R&#x00F6;mer, 2006</xref>). Thus, new conservation strategies for these species and ecosystems should be rethought; mainly in relation to the vulnerability of the population structure of <italic>Apistogramma</italic> species that live in small basins and tributaries of large rivers to extreme anthropic changes.</p>
<p>Thus, for conservation measures to be effective, they must be based on the information between environment and organism, in order to avoid local extinction of threatened species. The integration of some types of analyses, such as species distribution, phenotypic variation, landscape change, and population genetics, can contribute to management and conservation strategies (<xref ref-type="bibr" rid="B58">Santos et al., 2011</xref>, <xref ref-type="bibr" rid="B57">2016</xref>; <xref ref-type="bibr" rid="B15">Escobar et al., 2015</xref>; <xref ref-type="bibr" rid="B25">Gravena et al., 2015</xref>). In addition, knowledge of the biology of the species is vital for defining a conservation strategy, particularly in areas under environmental pressure. Most species of the genus <italic>Apistogramma</italic> are restricted to a single river or adjacent floodplains and nearly never found in the main river channel (<xref ref-type="bibr" rid="B33">Kullander, 2003</xref>; <xref ref-type="bibr" rid="B49">R&#x00F6;mer, 2006</xref>).</p>
<p>Genetic population studies have constantly revolutionized our theories regarding evolutionary processes (<xref ref-type="bibr" rid="B13">De la Ossa-Guerra et al., 2020</xref>), and genetic variability in this case is considered an important factor for understanding these evolutionary processes and for planning conservation programs (<xref ref-type="bibr" rid="B30">International Union for Conservation of Nature [IUCN], 2020</xref>). Thus, understanding population structure is crucial for management actions for evolutionary significant units (ESU); however, developing conservation strategies for establishing priority units has historically been difficult. The low migration rate and the high population structure imply that <italic>A. gephyra</italic> and <italic>A. pertensis</italic> populations from Cuieiras and Tarum&#x00E3;-Mirim Rivers should be managed separately at the moment, each as an independent ESU (<xref ref-type="bibr" rid="B5">Avise, 2000</xref>; <xref ref-type="bibr" rid="B6">Baker et al., 2002</xref>) and, therefore, taxonomic units have to be conserved considering these aspects (<xref ref-type="bibr" rid="B13">De la Ossa-Guerra et al., 2020</xref>). This operational concept is often used to guide short-term management strategies, as it refers to current population structures and allele frequencies (<xref ref-type="bibr" rid="B42">Moritz, 1994</xref>).</p>
<p>The two dwarf cichlid species analyzed in this study (<italic>A. gephyra</italic> and <italic>A. pertensis</italic>) belong to two drainage networks that were separated by a river capture event. Based on our results, the paleovalley that now separates the Cuieiras and Tarum&#x00E3;-Mirim River basins is seen to have contributed to the local interruption of gene flow, and led to the development of structured populations of both species. According to <xref ref-type="bibr" rid="B13">De la Ossa-Guerra et al. (2020)</xref>, in order to preserve evolutionary processes, species management must preserve natural networks of genetic connections among populations, rather than just the isolated populations within that network. On the other hand, our results support that geological changes induce new river courses that may cause genetic diversification in aquatic fauna, thus increasing its biodiversity. Moreover, given that events resulting in landscape changes, such as the one studied here, have been common throughout the Amazon basin during and after the Miocene (<xref ref-type="bibr" rid="B53">Rossetti et al., 2005</xref>, <xref ref-type="bibr" rid="B51">2016</xref>; <xref ref-type="bibr" rid="B4">Almeida-Filho and Miranda, 2007</xref>; <xref ref-type="bibr" rid="B27">Hayakawa et al., 2010</xref>; <xref ref-type="bibr" rid="B29">Hoorn et al., 2010</xref>; <xref ref-type="bibr" rid="B26">Hayakawa and Rossetti, 2015</xref>), we may theorize that small geological processes are capable of producing vicariant events and should be considered within the complex framework of biodiversity drivers in the Amazon Basin. Further studies will clarify the ongoing population structure of <italic>A. gephyra</italic> in the Cuieiras River to better explain the influence of other surrounding geological events, such as the formation of the Anavilhanas Archipelago and the influence of the main channel (Negro River), on the emergence of new genetic information in this species.</p>
</sec>
</sec>
<sec id="S5" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: NCBI (accession: <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="OK625450">OK625450</ext-link>&#x2013;<ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="OK625526">OK625526</ext-link> and <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="OL310106">OL310106</ext-link>&#x2013;<ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="OL310174">OL310174</ext-link>).</p>
</sec>
<sec id="S6">
<title>Ethics Statement</title>
<p>The animal study was reviewed and approved by Committee on the Ethics of Animal Use and Care&#x2014;CEUA of the Brazilian National Institute for Amazonian Research&#x2014;INPA (approval number 048/2012).</p>
</sec>
<sec id="S7">
<title>Author Contributions</title>
<p>CL, PV, AV, and VA-V conceived the study. CL, CS, and &#x00C9;S conducted analyses, collected samples, obtained permits, and conducted laboratory procedures. CL and &#x00C9;S wrote the manuscript with input from all authors. VA-V supervised all study steps. All authors read and approved the present version.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="pudiscl1" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>This work was part of INCT ADAPTA (CNPQ, 573976/2008-2 and FAPEAM, 3159/08) coordinated by AV, and project UNIVERSAL/FAPEAM (#021/2011), coordinated by VA-V. This study was funded by Coordena&#x00E7;&#x00E3;o de Aperfei&#x00E7;oamento de Pessoal de N&#x00ED;vel Superior (CAPES), Funda&#x00E7;&#x00E3;o de Amparo &#x00E0; Pesquisa do Estado do Amazonas (FAPEAM), and Conselho Nacional de Desenvolvimento Cient&#x00ED;fico e Tecnol&#x00F3;gico (CNPq). CL was the recipient of a Ph.D. fellowship from CNPq and also thanks the Centro Universit&#x00E1;rio de Ensino Superior do Amazonas (CIESA) for support during the study. CS was the recipient of a research fellowship from PCI-INPA/CNPq. PV was the recipient of a Doctoral Fellowship from CAPES/Science without Borders (Project #0515-12-4). &#x00C9;S was the recipient of a Technical Development Level (DTI) fellowship from FAPEAM. AV and VA-V were the recipients of research fellowships from CNPQ.</p>
</sec>
<ack><p>We would like to thank Maria de Nazar&#x00E9; Paula da Silva from INPA-LEEM for her valuable help with logistics. We also thank Jansen Sampaio Zuanon, Efrem Ferreira, from INPA (Brazilian National Institute for Research of the Amazon), Ricardo Britzke from Univerdad T&#x00E9;cnica de Machala and Rodrigo Nahum from Pontif&#x00ED;cia Universidade Paulista Campus Sorocaba (PUC-Sorocaba) for their advices in taxonomy of the genus and ecological information.</p>
</ack>
<sec id="S10" sec-type="supplementary-material"><title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fevo.2021.760287/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fevo.2021.760287/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.doc" id="DS1" mimetype="application/msword" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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