<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>1690-4648</journal-id>
<journal-title><![CDATA[Boletín de Malariología y Salud Ambiental]]></journal-title>
<abbrev-journal-title><![CDATA[Bol Mal Salud Amb]]></abbrev-journal-title>
<issn>1690-4648</issn>
<publisher>
<publisher-name><![CDATA[Instituto de Altos Estudios en Salud Pública Dr. Arnoldo Gabaldon]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1690-46482016000100006</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Genetic structure of Latin American Aedes aegypti]]></article-title>
<article-title xml:lang="es"><![CDATA[Estructura genética de Aedes aegypti latinoamericano]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Carrozza]]></surname>
<given-names><![CDATA[Marifel]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Rubio-Palis]]></surname>
<given-names><![CDATA[Yasmin]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Herrera]]></surname>
<given-names><![CDATA[Flor]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Universidad de Carabobo Facultad de Ciencias de la Salud Instituto de Investigaciones Biomédicas Dr. Francisco J. Triana Alonso]]></institution>
<addr-line><![CDATA[Maracay ]]></addr-line>
<country>Venezuela</country>
</aff>
<aff id="A02">
<institution><![CDATA[,Instituto de Altos Estudios Dr. Arnoldo Gabaldon Centro de Estudios de Enfermedades Endémicas y Salud Ambiental ]]></institution>
<addr-line><![CDATA[Maracay ]]></addr-line>
<country>Venezuela</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>07</month>
<year>2016</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>07</month>
<year>2016</year>
</pub-date>
<volume>56</volume>
<numero>1</numero>
<fpage>53</fpage>
<lpage>62</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://ve.scielo.org/scielo.php?script=sci_arttext&amp;pid=S1690-46482016000100006&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://ve.scielo.org/scielo.php?script=sci_abstract&amp;pid=S1690-46482016000100006&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://ve.scielo.org/scielo.php?script=sci_pdf&amp;pid=S1690-46482016000100006&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[The mosquito Aedes aegypti is the main Dengue vector in Latin America. This study investigated the genetic structure of this vector using samples collected in Venezuela, Colombia, Peru, Mexico, Argentina, Puerto Rico, and French Guiana. We examined the distribution of a 246-basepair region of the NADH dehydrogenase subunit 4 mitochondrial gene among a total of 369 Ae. aegypti from all the populations. This gene was amplified by the polymerase chain reaction and tested for variation using single strand conformation polymorphism analysis. Twelve haplotypes were detected among all the countries sampled and grouped into two clades. Significant differentiation was detected among the populations studied and these were not genetically isolated by distance.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[El mosquito Aedes aegypti es el principal vector del Dengue en los países latinoamericanos. En este estudio se investigó la estructura genética de este vector en muestras colectadas en Venezuela, Colombia, Perú, Mexico, Argentina, Puerto Rico y Guyana Francesa. Nosotros examinamos la distribución de una región de 246 pares de bases del gen mitochondrial de la subunidad 4 de la NADH deshidrogenasa entre un total de 369 Ae. aegypti de todas las poblaciones. Este gen fue amplificado por la reacción en cadena de la polimerasa y la variación se determinó usando el análisis de polimorfismos de conformación de cadena simple. Doce haplotipos se detectaron entre todos los países y se repartieron en dos clados. Una diferenciación significativa se detectó entre las poblaciones y estas no se encontraron genéticamente aisladas por distancia.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Dengue]]></kwd>
<kwd lng="en"><![CDATA[Aedes aegypti]]></kwd>
<kwd lng="en"><![CDATA[ND4]]></kwd>
<kwd lng="en"><![CDATA[haplotypes]]></kwd>
<kwd lng="en"><![CDATA[differentiation]]></kwd>
<kwd lng="en"><![CDATA[genetic]]></kwd>
<kwd lng="es"><![CDATA[Dengue]]></kwd>
<kwd lng="es"><![CDATA[Aedes aegypti]]></kwd>
<kwd lng="es"><![CDATA[ND4]]></kwd>
<kwd lng="es"><![CDATA[haplotipos]]></kwd>
<kwd lng="es"><![CDATA[diferenciación]]></kwd>
<kwd lng="es"><![CDATA[genética]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[ <p ALIGN="center" style="word-spacing: 0; line-height: 100%"><b><font face="Verdana" size="3">Genetic structure of Latin American <i>Aedes aegypti</i></font></b></p> <b>     <p ALIGN="center" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">Marifel Carrozza<sup>1</sup>, Yasmin Rubio-Palis<sup>1,2</sup> &amp; Flor Herrera<sup>1*</sup></font></p> </b>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2"><sup>1 </sup>Instituto de Investigaciones Biomédicas &quot;Dr. Francisco J. Triana Alonso&quot;, Facultad de Ciencias de la Salud, Universidad de Carabobo, Sede Aragua, Maracay, Venezuela.</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2"><sup>2 </sup>Centro de Estudios de Enfermedades Endémicas y Salud Ambiental (CEEESA), S.A. Instituto de Altos Estudios &quot;Dr. Arnoldo Gabaldon&quot; (IAE/MPPS), Maracay, Venezuela</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">*Author of correspondence: <a href="mailto:flormhq@gmail.com">flormhq@gmail.com</a> </font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><b><font face="Verdana" size="2">SUMMARY</font></b></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">The mosquito <i>Aedes aegypti </i>is the main Dengue vector in Latin America. This study investigated the genetic structure of this vector using samples collected in Venezuela, Colombia, Peru, Mexico, Argentina, Puerto Rico, and French Guiana. We examined the distribution of a 246-basepair region of the NADH dehydrogenase subunit 4 mitochondrial gene among a total of 369 <i>Ae. aegypti </i>from all the populations. This gene was amplified by the polymerase chain reaction and tested for variation using single strand conformation polymorphism analysis. Twelve haplotypes were detected among all the countries sampled and grouped into two clades. Significant differentiation was detected among the populations studied and these were not genetically isolated by distance.</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2"><b>Keywords: </b>Dengue, <i>Aedes aegypti</i>, ND4, haplotypes, differentiation, genetic.</font></p> <b><i>     <p ALIGN="center" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">Estructura genética de </font></i><font size="2" face="Verdana">Aedes aegypti </font><i><font face="Verdana" size="2">latinoamericano</font></p> </i></b>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><b><font face="Verdana" size="2">RESUMEN</font></b></p>     ]]></body>
<body><![CDATA[<p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">El mosquito Aedes aegypti es el principal vector del Dengue en los países latinoamericanos. En este estudio se investigó la estructura genética de este vector en muestras colectadas en Venezuela, Colombia, Perú, Mexico, Argentina, Puerto Rico y Guyana Francesa. Nosotros examinamos la distribución de una región de 246 pares de bases del gen mitochondrial de la subunidad 4 de la NADH deshidrogenasa entre un total de 369 Ae. aegypti de todas las poblaciones. Este gen fue amplificado por la reacción en cadena de la polimerasa y la variación se determinó usando el análisis de polimorfismos de conformación de cadena simple. Doce haplotipos se detectaron entre todos los países y se repartieron en dos clados. Una diferenciación significativa se detectó entre las poblaciones y estas no se encontraron genéticamente aisladas por distancia.</font></p> <b>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">Palabras clave: </font></b><font face="Verdana" size="2">Dengue, Aedes aegypti, ND4, haplotipos, diferenciación, genética.</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">Recibido el 01/11/2015 Aceptado el 11/03/2016</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font SIZE="2"><b><font face="Verdana" size="2">INTRODUCCIÓN</font></b></p> </font>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">Dengue is the most important viral disease transmitted to human by <i>Aedes aegypti </i>mosquitoes in Venezuela and other Latin American countries, and its incidence and prevalence are rising annually (San Martin <i>et al.</i>, 2010). <i>Aedes aegypti </i>is the principal vector for Dengue viruses and it is able to maintain the four serotypes in an urban transmission cycle. In addition, this mosquito is also a vector for other viruses like Chikungunya and Zika which were responsible for a serious outbreaks of those disease in the Americas recently (Vorou, 2016; WHO, 2014).</font></p> <i>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">Aedes aegypti </font></i><font face="Verdana" size="2">populations may differ in biting behaviour, vectorial capacity, and other characteristics of epidemiological importance which may be detected through molecular markers (Tabachnick, 1991, Getis <i>et al.</i>, 2003, Harrington <i>et al.</i>, 2005). In addition, these markers could be used to determine the relatedness of geographic populations and associate this information with vector movements. This will help to analyze the risk of disease transmission (Getis <i>et al.</i>, 2003, Liotta <i>et al.</i>, 2005, Bracco <i>et al.</i>, 2007).</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">Single strand conformation polymorphism (SSCP) analysis offers a simple, sensitive, and cheap method of detecting DNA polymorphisms, therefore, SSCP has become one of the most used means for determining genetic variation (Orita <i>et al.</i>, 1989). SSCP is based on the principle that changes in the nucleotide sequences of a singlestrand DNA molecule alter its three-dimensional conformation. Point mutations could thereby change strands migration through polyacrylamide gels. SSCP detected 99% of base changes in 100 to 300 bp DNA fragments and 89% of point mutations in 300-450 bp molecules (Sunnucks <i>et al.</i>, 2000).</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">The understanding of genetic variability, population structure, and migration dynamics of the mosquito <i>Ae. aegypti </i>is a major issue because of the risk associated with invasive new mosquito strains in a region that could cause the emergence and spread of Dengue (Manguin &amp; Boete, 2011). The persistent increase in air and sea traffic between American countries increases the probability of introducing new <i>Ae. aegypti </i>strains into the region. These vector invasions are particularly accentuated in regions where vector surveillance is poor for lack of routine entomological surveys.</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">The aim of this study was to investigate the population genetic structure of <i>Ae. aegypti </i>from Colombia, Peru, Mexico, Argentina, Puerto Rico and French Guiana, using ND4 mitochondrial DNA markers and compared these sequences with the haplotype sequences obtained from Venezuela in a previous work (Herrera <i>et al.</i>, 2006).</font></p> <font SIZE="2">     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><b><font face="Verdana" size="2">MATERIALS AND METHODS</font></b></p> </font>     ]]></body>
<body><![CDATA[<p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">Mosquito collection and DNA extraction – Eggs from mosquitoes collected during the period 2008-2010 in six countries (<a href="#fig1">Fig. 1</a>) were sent to the insectary in Maracay, Aragua, Venezuela where they were reared to adults and then stored at -70ºC awaiting DNA extraction. The DNA was extracted from individual specimens using a phenol/chloroform method, resuspended in 60 &#956;l of sterilized water and stored at -80ºC (Rivero <i>et al.</i>, 2004). From the eight localities of the collections in Venezuela, it was selected the locality of La Esperanza because its haplotype distribution resembles more the total population than the others populations. The list of country of origin, localites, geographic coordinates and sample sizes are indicated in <a href="#tab1">Table I</a>.</font></p>     <p ALIGN="center" style="word-spacing: 0; line-height: 100%"><a name="fig1"><font face="Verdana" size="2"><img border="0" src="/img/fbpe/bmsa/v56n1/art06fig1.gif" width="506" height="573"></font></a></p>     
<p ALIGN="center" style="word-spacing: 0; line-height: 100%"><a name="tab1"><font face="Verdana" size="2"><img border="0" src="/img/fbpe/bmsa/v56n1/art06tab1.gif" width="565" height="220"></font></a></p>     
<p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">Mitochondrial gene amplification - A 246-bp region of the ND4 gene was amplified using the oligonucleotides and reaction conditions of Herrera <i>et al. </i>(2006) but with a high annealing temperature (55°C) to limit the amplification of Nuclear Mitochondrial Elements (NUMTs) which are present in the <i>Ae. aegypti </i>genome (Black &amp; Bernhardt, 2009). The PCR amplifications were carried out in 50 &#956;L reaction volumes using 1 &#956;L of template DNA in a PTC-100 thermal cycler (MJ Research, Inc., Watertown, MA). Negative controls (all reagents except template) were run to detect possible contamination. The amplified products were visualized by electrophoresis in 2% agarose gels stained with ethidium bromide.</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">SSCP analysis - The PCR product (10 &#956;L: 40-50 ng) was mixed with 8 &#956;L of loading buffer (10 mM NaOH, 95% formamide, 0.05% bromophenol blue, and 0.05% xylene cyanol), centrifuged and heated to 95ºC for 10 min on a thermal cycler, then transferred immediately into ice. Samples were loaded onto 27 × 20 cm, 1 mm thick, 7% polyacrylamide gels. Gels were run at 4ºC for 20 h at a constant 8 milliamps and silver stained to visualize DNA fragments (Black &amp; DuTeau, 1997). ND4 PCR products from 3-6 individuals of each haplotype were sequenced in both directions using the PCR primers. Sequencing reactions were performed with ABI PRISM BigDye Terminator v3.1 Cycle Sequencing Kit on an Applied Biosystem Model ABI 3130XL.</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">Statistical analysis of mitochondrial haplotype frequencies- Analysis of molecular variance (AMOVA) (Excoffier <i>et al.</i>, 1992) was conducted on the resulting haplotypes within and among regions using Arlequin versión 3.1 (Excoffier <i>et al.</i>, 2005). The significance of the variance components was computed using a non-parametric permutation test (Excoffier <i>et al.</i>, 1992). The DNA sequences were aligned using the Clustal W software package (Thompson <i>et al.</i>, 1994). The nucleotide sequence and the frequency of each haplotype for each population were analyzed using DnaSP version 5.10 (Librado &amp; Rozas, 2009). The number of polymorphic sites, the average number of nucleotide differences (k) (Tajima, 1983), the nucleotide diversity (&#960;1) and the nucleotide diversity with the Jukes and Cantor correction (&#960;2) (Nei 1987) were estimated. Effective migration rates (Nm) were calculated from FST. Transformed FST /(1- FST) were regressed on the natural logarithm of pairwise geographic distances among populations to test for isolation by distance (Slatkin, 1993). The Mantel test was performed using FORTRAN program MANTEL (William C. Black IV, Department of Microbiology, Immunology and Pathology, Colorado State University, Fort Collins, CO). Genetic distance matrices were used to construct a cladogram among all populations by means of unweighted pair-group method with arithmetic averaging analysis in the NEIGHBOR procedure of PHYLIP 3.63 (Felsentein, 2004).</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">Phylogenetic relationships among haplotypes-MEGA (version 4.0) was used to perform phylogenetic analyses using maximum parsimony (Tamura <i>et al.</i>, 2007). A bootstrap analysis with 1000 replications was done to assess the consistency with which the dataset supported the resolved phylogenies. ND4 homologous regions of <i>Anopheles darlingi </i>and <i>Ae. albopictus </i>were used as outgroups.</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><b><font SIZE="2" face="Verdana">RESULTS</font></b></p> <i>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><b><font SIZE="2" face="Verdana">Haplotypes frequencies</font></b></p> </i>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">A total of six samples, representing 324 wild specimens of <i>Ae. aegypti </i>collected in Colombia, Peru, Mexico, Argentina, Puerto Rico and French Guiana (<a href="#tab1">Table I</a>) were analyzed. Twelve haplotypes were detected by SSCP analysis and sequencing. The haplotype sequences were aligned with ND4 sequences from Venezuela (Herrera <i>et al., </i>2006). All these haplotypes sequences, including haplotypes from Venezuela, were denoted from A-L and are already registered in the GenBank (KR349202-KR349213). The frecuencies of these haplotypes in each country, including the previous reported in Venezuela, are shown in <a href="#tab2">Table II</a>.</font></p>     ]]></body>
<body><![CDATA[<p ALIGN="center" style="word-spacing: 0; line-height: 100%"><a name="tab2"><font SIZE="2" face="Verdana"><img border="0" src="/img/fbpe/bmsa/v56n1/art06tab2.gif" width="503" height="731"></font></a></p>     
<p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">The haplotype A was shared among Peru, Mexico, Puerto Rico, French Guiana and Venezuela populations. Except Mexican population, its frequency was &gt; 40%. Haplotype H was the most frequent in the Colombia (96.22%) and Argentina (90.74%) populations. Haplotype J was present in the Mexico and French Guiana populations and its frequency varied from 98.14 to 32.07 % respectively. Haplotype L was found only in the population from Puerto Rico at a high frecuency (57.89%). The rest of the haplotypes (I and K) occurred at low frequencies.</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">The haplotype sequences were also aligned with other ND4 sequences registered in the GenBank. The haplotypes HH from Colombia and Argentina and HI from Colombia have identical sequences to the ones reported in Brazil for haplotypes H1 and H2, respectively (Sousa &amp; Scaparssa, 2009). Several haplotypes from the coast of northeastern Mexico (Gorrochotegui-Escalante <i>et al.</i>, 2000) have similarities to the haplotypes reported in this work: haplotype-9b is 99% similar to the haplotype HJ from Mexico and French Guiana, haplotype 3a-3c is 98% analogous to HK from Argentina, haplotype-6b corresponds to 99% of HL from Puerto Rico and haplotype-10a is 99% similar to the haplotype HA found in Peru, Mexico, Puerto Rico, French Guiana and Venezuela. HA is also 97% analogous to one haplotype detected in Kenya (Burugu <i>et al.</i>, 2008).</font></p> <i>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><b><font SIZE="2" face="Verdana">Genetic heterogeneity</font></b></p> </i>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">Geographical analysis of variation in ND4 haplotype frequencies was conducted by AMOVA (<a href="#tab3">Table III</a>). Most of the variation (70.6%) arose among populations while 29.5% arose among mosquitoes in populations. The average FST was 0.705 indicating a very high genetic structure among populations. In addition, the effect of the distance on levels of gene flow was estimated by regressing linearized FST values on geographic distance. This analysis indicated that significant correlation was not detected between genetic and geographic distances neither among all populations nor among populations in any particular subgroup of these countries (data not shown).</font></p>     <p ALIGN="center" style="word-spacing: 0; line-height: 100%"><font SIZE="2"><a name="tab3"><font face="Verdana" size="2"><img border="0" src="/img/fbpe/bmsa/v56n1/art06tab3.gif" width="580" height="131"></font></a></p>     
<p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">A distance matrix containing all the pairwise linearized FST among populations was collapsed using the UPGMA option in NEIGHBOR and the rectangular cladogram option on PHYLIP (<a href="#fig2">Fig. 2</a>). Two main clades were detected. Clade I contained only the Mexican population while clade II contained all of the other populations. This last clade was again divided into two subgroups: one with Argentina and Colombia populations and the other with Peru, Puerto Rico, French Guiana and Venezuela populations.</font></p>     <p ALIGN="center" style="word-spacing: 0; line-height: 100%"><a name="fig2"><font face="Verdana" size="2"><img border="0" src="/img/fbpe/bmsa/v56n1/art06fig2.gif" width="528" height="725"></font></a></p> </font><i>     
<p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><b><font SIZE="2" face="Verdana">Haplotype diversity</font></b></p> </i>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">The number of polymorphic sites and the diversity indices for each population and for all mosquitoes are listed in <a href="#tab4">Table IV</a>. The majority of populations had similar numbers of polymorphic sites (5-7) except for Peru (0), Argentina (1) and Venezuela (10). In relation to values for the mean number of nucleotide differences (k) and nucleotide diversity (<span style="mso-char-type: symbol; mso-symbol-font-family: Symbol; font-family: Symbol; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin">p</span>), populations from Venezuela, French Guiana and Puerto Rico had higher values of k and &#960;, in which values were at least 8-18 times higher than the k and &#960; from Argentina, Mexican and Colombian populations. The values of k and &#960; from the Peruvian population were 0. Tajima's D test gave a statistically significant positive result for the total sample (<a href="#tab4">Table IV</a>).</font></p>     ]]></body>
<body><![CDATA[<p ALIGN="center" style="word-spacing: 0; line-height: 100%"><a name="tab4"><font face="Verdana" size="2"><img border="0" src="/img/fbpe/bmsa/v56n1/art06tab4.gif" width="580" height="232"></font></a></p> <i>     
<p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><b><font SIZE="2" face="Verdana">Phylogenetic analysis</font></b></p> </i>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">Phylogenetic analysis, based upon use as outgroups of one related subgenus <i>Stegomyia </i>species (<i>Aedes albopictus</i>) and other species of the genus <i>Anopheles </i>(<i>An. darlingi</i>), provided a well-supported phylogeny with two maternal lineages (<a href="#fig3">Fig 3</a>). The Clade I contained all the haplotypes found in the total population while the Clade II missed haplotypes from Argentina and Peruvian populations. The Clade I divided into clearly three sub-branches with 100% bootstrap support while Clade II divided into two branches with &#8805; 76% support. In addition, both clades contained haplotypes that have been found independently in several studies from America (Brazil, Mexico, and Peru), Asia (Thailand, Myanmar, Cambodia) and Africa (Kenya).</font></p>     <p ALIGN="center" style="word-spacing: 0; line-height: 100%"><a name="fig3"><font face="Verdana" size="2"><img border="0" src="/img/fbpe/bmsa/v56n1/art06fig3.gif" width="482" height="1314"></font></a></p>     
<p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><b><font SIZE="2" face="Verdana">DISCUSSION</font></b></p> <i>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">Aedes aegypti </font></i><font face="Verdana" size="2">populations from different countries were genetically differentiated. This suggests a restricted level of interchange of genes among populations. This genetic differentiation did not arise by geographic distance. Similar results were reported in Mexico (Gorrochotegui-Escalante <i>et al.</i>, 2000), Thailand (Bosio <i>et al.</i>, 2005), Peru (Costa da Silva <i>et al.</i>, 2005) and Brazil (Da Costa-Ribeiro <i>et al.</i>, 2007, Twerdochlib <i>et al.</i>, 2012). The existence of geographic barriers (Caribbean Sea and the Andean Mountain Range) among populations might account for our findings.</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">Another possibility that could explain the results may be genetic drift arising from a strong reduction in the effective population size in collections caused by insecticide applications (Sharma <i>et al.</i>, 2009). The presence of only few major haplotypes, unique haplotypes or haplotypes with very small frequencies in some countries could arise due to major population bottlenecks caused by insecticide treatment. A similar hyphotesis has been proposed by Gonçalves da Silva <i>et al. </i>(2012).</font></p> <font SIZE="2">     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">They argued that recent bottlenecks have ocurred in Peru, Venezuela, Mexico-North America, and Brazil probably due to vector control practices through the use of insecticides.</font></p> </font>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">Contrary to these results, some authors have found isolation by distance among samples from Brazil and other countries (Monteiro <i>et al.</i>, 2014). They have suggested that in Brazil first ocurred a complete eradication of <i>Ae. aegypti </i>(late 50's) followed by re-colonization (in the 1970's), probably from mosquitoes from neighboring countries like Venezuela. It could be argued that in this time span the lineages that may have initially re-invaded Brazil are now exchanging genes and perhaps merging.</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">The genetic diversity found in this work is high and comparable to another similar study (Bracco <i>et al.</i>, 2007). This caused a very high genetic structure with large FST (~ 1.0) values among populations. Similarly, Ayres <i>et al. </i>(2004) have reported that Brazilian populations of <i>Ae. aegypti </i>showed high levels of genetic differentiation in areas most frequently treated with chemical insecticides. Other investigators suggested that insecticide pressure is probably the major cause of genetic diversity in <i>Ae. aegypti </i>from highly populated urban areas (Paupy <i>et al.</i>, 2003, Ocampo &amp; Wesson, 2004, Twerdochlib <i>et al.</i>, 2012). The use of insecticides has also facilitated the appearance of insecticide resistance in <i>Ae. aegypti </i>(Bisset <i>et al.</i>, 2001, Rodríguez <i>et al.</i>, 2001, Álvarez <i>et al.</i>,. 2008, Mourya <i>et al.</i>, 2015). This phenomenom appears to be happening in these populations as the statistically significant Tajima's D values were positive for all populations, indicating that there are haplotypes under positive selection (Tajima, 1983).</font></p>     ]]></body>
<body><![CDATA[<p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">The populations were divided into two major clades, according to their genetic distance. The populations of Argentina, Mexico and Colombia, grouped in the first clade, were more genetically close than those of Venezuela, French Guiana, Puerto Rico and Peru, grouped in the second.</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">Phylogenetic analysis of haplotype sequences demonstrated two lineages. These did not contain haplotypes from a particular region since Asian, African and American haplotypes were found in both lineages. The haplotypes with greater frequencies (HA and HH) in the total population were located only in the lineage I. At least one of them was present in all subpopulations and together they constituted over 50% of the total haplotypes. Thus, HA was found in 5 of 7 populations and, except for Mexico, its frecuency varied from 42.1 to 100%. It can be argued, therefore, that this lineage is the oldest. Probably HA and HH have spread to all subpopulations through migration of individuals that are best adapted to environmental changes (insecticide pressure) which has allowed their high frequencies (Sousa &amp; Scarpassa, 2009). The presence of two phylogenetic lineages that subdivide the <i>Ae. aegypti </i>populations is consistent with earlier research (Gorrochotegui-Escalante <i>et al.</i>, 2002, Bosio <i>et al.</i>, 2005, Herrera <i>et al.</i>, 2006, Bracco <i>et al.</i>, 2007, Paduan &amp; Ribolla, 2008, Sousa &amp; Scarpassa, 2009, Fraga <i>et al.</i>, 2013, Moore <i>et al.</i>, 2013).</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">Populations from Puerto Rico, French Guiana and Venezuela had at least two haplotypes with frecuencies &#8805; 25%, therefore their nucleotide diversity (<span style="mso-char-type: symbol; mso-symbol-font-family: Symbol; font-family: Symbol; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin">p</span><o:p> </o:p> ) and the mean number of nucleotide differences (k) were higher than the corresponding ones to the others populations with only one dominat haplotype &#8805; 90,7%. In addition, all the populations with the highest level of genetic diversity contained HA in a major frecuency which strengthen the idea that HA is an ancient haplotype with a nucleotide differentiation already fixed.</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">The genetic variability found in these american countries (AC) was higher than those from Thailand (T) (k~1,6 and <span style="mso-char-type: symbol; mso-symbol-font-family: Symbol; font-family: Symbol; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin">p</span><o:p> </o:p> ~2,9 times) and the island of São Luís in the Brazilian state of Maranhão (BM) (k~2 and <span style="mso-char-type: symbol; mso-symbol-font-family: Symbol; font-family: Symbol; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin">p</span><o:p> </o:p> ~3 times) with an equal number of polymorphic sites (S =15) (Bosio <i>et al.</i>, 2005, Fraga <i>et al.</i>, 2013). It could be explained because AC have more haplotypes than T (12 vs 7) and than BM (12 vs 10). On the contrary, other comparison with populations from Brazilian Amazon (BA) resulted in &#960;AC &gt; <span style="mso-char-type: symbol; mso-symbol-font-family: Symbol; font-family: Symbol; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin">p</span><o:p> </o:p> BA (2 times) while k value and haplotype number were in a similar range. This could mean that the more frequent BA haplotypes are more similar to each other than those of AC (Sousa &amp; Scaparssa, 2009). The amount of polymorphic sites varied among the populations: 7-10 for Venezuela, México and French Guiana, 5-6 for Colombia and Puerto Rico, 1 for Argentina and 0 for Perú. This last result arose because Peru had only one haplotype. At the same time, it can also be noted that even though existed a striking difference between the populations of Colombia and Argentina (the first had 5 times more polymorphic sites than the second), both populations had a common dominant haplotype (Colombia 96.22%, Argentina 90.74%). This result agrees with the observed distribution of Colombia (HH and HI) and Argentina (HH and HK) haplotypes in different and same lineages respectively. This means that the nucleotide divergence of Argentina haplotypes that share a common ancestor, is smaller than those of Colombia.</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">In addition, the data presented here could have important implications for Dengue, Zika or Chikungunya transmission since the genetic variability in <i>Ae. aegypti </i>from these countries may cause differences in their susceptibility to these viruses. A correlation between population differentiation and heterogenous patterns of vector competence in <i>Ae. aegypti </i>has been suggested for other authors (Tran <i>et al.</i>, 1999, Vazeille-Falcoz <i>et al.</i>, 1999, 2001, Paupy <i>et al.</i>, 2003, Black WC <i>et al.</i>, 2002, García-Franco <i>et al.</i>, 2002, Lourenço-de-Oliveira <i>et al.</i>, 2004, Ocampo &amp; Wesson, 2004). A population genetic analysis and an evaluation of susceptibility to Dengue 2 virus were conducted among <i>Ae. aegypti </i>samples from different states of Brazil (Laurenço-de-Oliveira <i>et al.</i>, 2004). It was demonstrated that Brazilian <i>Ae. aegypti </i>were genetically differentiated within most of the regions, and that their infection rates towards DENV2 were heterogenous. Other study has found a correlation between genetic distances of <i>Ae. aegypti </i>populations and their infections rates (GarcíaFranco <i>et al.</i>, 2002). Recently, it was observed considerable variation in vector competence within and between Brazilian populations analyzed from short spatial and temporal collections (Gonçalves <i>et al.</i>, 2014).</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">This study suggests that the vector control programme from these countries may induce recurrent emergence of insecticide resistant populations. Moreover, the rapid fixation of haplotypes conferring insecticide resistance could take place; the resistant populations may be spread at a larger scale as the migration of resistant mosquitoes could be facilitated over the one of susceptible insects. <i>Ae. aegypti </i>resistant to insecticides represent a great problem in Dengue, Chikungunya or Zika control. The next step could be to look for insecticide resistance in the studied populations to confirm the involvement of selection effects in the actual genetic structure of their <i>Ae. aegypti </i>populations.</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><b><font SIZE="2" face="Verdana">ACKNOWLEDGEMENTS</font></b></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">To Walter Almirón (Argentina), Mario Henry Rodríguez (Mexico), Isabelle Dusfour (French Guiana), Manuel Amador (Puerto Rico), Palmira Ventosilla (Peru), Claudia Romero and Carlos Andrés Morales (Colombia) for kindly giving us the mosquito samples; to the staff of the Centro de Estudios de Enfermedades Endémicas y Salud Ambiental, Instituto de Altos Estudios &quot;Dr. Arnoldo Gabaldon&quot;</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font face="Verdana" size="2">for mosquito rearings; to Johanny Ruiz for helping in preliminary experiments and to José Rivero for technical assistance on sequencing the samples.</font></p>     <p ALIGN="justify" style="word-spacing: 0; line-height: 100%"><font SIZE="2" face="Verdana">Financial support: Fondo Nacional de Ciencia, Tecnología e Innovación, Venezuela. Project Nº 2008000911-1.</font></p>     ]]></body>
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