<?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>1316-3361</journal-id>
<journal-title><![CDATA[Bioagro]]></journal-title>
<abbrev-journal-title><![CDATA[Bioagro]]></abbrev-journal-title>
<issn>1316-3361</issn>
<publisher>
<publisher-name><![CDATA[Decanato de Agronomía de la Universidad Centroccidental "Lisandro Alvarado" (UCLA)]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1316-33612017000300001</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Molecular marker-based characterization of ecuadorian dry forest tamarind plus trees]]></article-title>
<article-title xml:lang="es"><![CDATA[Caracterización molecular de árboles élite de tamarindo del bosque seco ecuatoriano]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Sarmiento]]></surname>
<given-names><![CDATA[Leidy]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Pérez-Almeida]]></surname>
<given-names><![CDATA[Iris]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Díaz]]></surname>
<given-names><![CDATA[Byron]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Álvarez]]></surname>
<given-names><![CDATA[Hugo]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Viera]]></surname>
<given-names><![CDATA[William]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Instituto Nacional de Investigaciones Agropecuarias (INIAP) Estación Experimental Litoral Sur Dpto. Nacional de Biotecnología]]></institution>
<addr-line><![CDATA[Guayas ]]></addr-line>
<country>Ecuador</country>
</aff>
<aff id="A02">
<institution><![CDATA[,Instituto Nacional de Investigaciones Agropecuarias (INIAP) Estación Experimental Santa Catalina ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Ecuador</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2017</year>
</pub-date>
<volume>29</volume>
<numero>3</numero>
<fpage>153</fpage>
<lpage>162</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://ve.scielo.org/scielo.php?script=sci_arttext&amp;pid=S1316-33612017000300001&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://ve.scielo.org/scielo.php?script=sci_abstract&amp;pid=S1316-33612017000300001&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://ve.scielo.org/scielo.php?script=sci_pdf&amp;pid=S1316-33612017000300001&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[To improve the potential of tamarind as an economically valued domesticated species it is important to characterize its variability in Ecuador for breeding purposes. Our aim was to investigate the genetic diversity of 32 tamarind plus trees using inter-simple sequence repeat (ISSR) markers. Eighty four loci were examined using 12 markers, with a mean number of 4.42 loci per primer; 8 loci (9.52 %) were monomorphic and 76 (90.48 %) polymorphic, revealing genetic variability among the individuals. Polymorphic information content (PIC) values varied from 0.29 (ISSR_808) to 0.93 (ISSR_HB12), whereas the marker index ranged from to 26.4 (ISSR_814) to 62.5 (ISSR_17899A). Primers ISSR_HB11, ISSR_836, ISSR_842, ISSR_848, ISSR_860, ISSR_17899A and ISSR_17899B were useful to discriminate the grouping of the accessions according to their PIC values. Ward cluster analysis grouped accessions into two major groups with five subgroups with 46 % similarity according to Jaccard distance. The genotypes from Loja, Manabí and Guayas provinces were grouped in the first cluster; while only individuals from Manabí located in the other group, indicating major diversity in the latter province. Genotypes T1-ECUM-001 and T1-ECUM-002 presented 76 % similarity, while T1-ECUM-008, T1-ECUM-010, T1-ECUM-012, T1-ECUM-017 and T1-ECUM-018 shared 60 %. All materials from Loja grouped with 65 % similarity. Other genotypes clustered with similarity of 54 %. The cophenetic correlation coefficient (0.634) showed a good fit between the data matrix and the dendrogram results. A reasonable degree of diversity was found among tamarind genotypes potentially useful to select plus trees for clonal propagation as well as to identify diverse parents for hybridization programs.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Para aumentar el potencial del tamarindo como especie domesticada con valor económico es importante caracterizar la variabilidad en Ecuador con propósitos de mejoramiento. Nuestro objetivo fue investigar la diversidad genética de 32 árboles élite de tamarindo utilizando marcadores de secuencia inter-simple repetida (ISSR). Se examinaron 84 loci con 12 marcadores, con un número promedio de 4,42 loci per primer; 8 loci (9,52 %) fueron monomórficos y 76 (90,48 %) polimórficos, revelando variabilidad genética entre individuos. El contenido de información polimórfica (PIC) osciló entre 0,29 (ISSR_808) y 0,93 (ISSR_HB12), mientras que el índice de marcador fluctuó entre 26,4 (ISSR_814) y 62,5 (ISSR_17899A). ISSR_HB11, ISSR_836, ISSR_842, ISSR_848, ISSR_860, ISSR_17899A e ISSR_17899B fueron útiles para discriminar accesiones según sus CIPs. El análisis de conglomerados de Ward formó dos grupos principales y cinco subgrupos con 46 % de similitud según la distancia de Jaccard. Genotipos de Loja, Manabí y Guayas se aglomeraron en un grupo; mientras que sólo accesiones de Manabí quedaron en el otro, indicando mayor diversidad en la última provincia. Los genotipos T1-ECUM-001 y T1-ECUM-002 presentaron 76 % similitud, mientras T1-ECUM-008, T1-ECUM-010, T1-ECUM-012, T1-ECUM-017 y T1-ECUM-018 compartieron 60 %. Todos los materiales de Loja se agruparon con 65 % de similitud. Otros genotipos se concentraron con similitud de 54 %. El coeficiente de correlación cofenética (0,634) mostró buen ajuste entre la matriz de datos y los resultados del dendrograma. Se encontró un grado razonable de diversidad entre los genotipos de tamarindo potencialmente útil para seleccionar árboles élite para propagación clonal así como para identificar progenitores diversos para programas de hibridación.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Fruit tree breeding]]></kwd>
<kwd lng="en"><![CDATA[ISSR]]></kwd>
<kwd lng="en"><![CDATA[molecular markers]]></kwd>
<kwd lng="en"><![CDATA[Tamarindus indica]]></kwd>
<kwd lng="es"><![CDATA[ISSR]]></kwd>
<kwd lng="es"><![CDATA[marcadores moleculares]]></kwd>
<kwd lng="es"><![CDATA[mejoramiento de frutales]]></kwd>
<kwd lng="es"><![CDATA[Tamarindus indica]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[ <p align="center"><font face="Verdana"><b><span lang="EN-US">Molecular  marker-based characterization of ecuadorian dry forest tamarind plus trees</span></b></font></p>     <p style="page-break-after: auto" align="center"><font face="Verdana" size="2"> <span lang="ES-MX">Leidy Sarmiento<sup>1</sup>, Iris Pérez-Almeida<sup>1</sup>,  Byron Díaz<sup>1</sup>, Hugo Álvarez<sup>2</sup> and William Viera<sup>2</sup></span></font></p>     <p align="justify"><font face="Verdana" size="2"><sup>1 </sup> <span style="letter-spacing: -.2pt">Dpto. Nacional de Biotecnología, Estación  Experimental Litoral Sur, Instituto Nacional de Investigaciones Agropecuarias  (INIAP). Guayas, Ecuador. &nbsp;</span><span lang="EN-US" style="letter-spacing: -.2pt">e-mail: <a href="mailto:leidy.sarmiento@iniap.gob.ec">leidy.sarmiento@iniap.gob.ec</a>;&nbsp; <a href="mailto:ibperez1@gmail.com">ibperez1@gmail.com</a> (corresponding  author)</span></font></p>     <p align="justify"><font face="Verdana" size="2"><sup><span lang="ES-VE">2 </span></sup><span lang="ES-VE">Programa Nacional de Fruticultura, Estación  Experimental Portoviejo; Estación Experimental Santa Catalina, INIAP. Ecuador. &nbsp;email: <a href="mailto:agustin.alvarez@iniap.gob.ec">agustin.alvarez@iniap.gob.ec</a>; <a href="mailto:william.viera@iniap.gob.ec">william.viera@iniap.gob.ec</a></span></font></p>     <p align="justify"><font face="Verdana" size="2"><b><span lang="EN-US">ABSTRACT</span></b></font></p>     <p align="justify"><font face="Verdana" size="2"><span lang="EN-US">To improve  the potential of tamarind as an economically valued domesticated species it is  important to characterize its variability in Ecuador for breeding purposes. Our  aim was to investigate the genetic diversity of 32 tamarind plus trees using  inter-simple sequence repeat (ISSR) markers. Eighty four loci were examined  using 12 markers, with a mean number of 4.42 loci per primer; 8 loci (9.52 %)  were monomorphic and 76 (90.48 %) polymorphic, revealing genetic variability  among the individuals. Polymorphic information content (PIC) values varied from  0.29 (ISSR_808) to 0.93 (ISSR_HB12), whereas the marker index ranged from to  26.4 (ISSR_814) to 62.5 (ISSR_17899A). Primers ISSR_HB11, ISSR_836, ISSR_842,  ISSR_848, ISSR_860, ISSR_17899A and ISSR_17899B were useful to discriminate the  grouping of the accessions according to their PIC values. Ward cluster analysis  grouped accessions into two major groups with five subgroups with 46 %  similarity according to Jaccard distance. The genotypes from Loja, Manabí and  Guayas provinces were grouped in the first cluster; while only individuals from  Manabí located in the other group, indicating major diversity in the latter  province. Genotypes T1-ECUM-001 and T1-ECUM-002 presented 76 % similarity, while  T1-ECUM-008, T1-ECUM-010, T1-ECUM-012, T1-ECUM-017 &nbsp;and &nbsp;T1-ECUM-018 &nbsp;shared &nbsp;60  %. All materials from Loja grouped with 65 % similarity. Other genotypes  clustered with similarity of 54 %. The cophenetic correlation coefficient  (0.634) showed a good fit between the data matrix and the dendrogram results. A  reasonable degree of diversity was found among tamarind genotypes potentially  useful to select plus trees for clonal propagation as well as to identify  diverse parents for hybridization programs. </span></font></p>     <p align="justify"><font face="Verdana" size="2"><b><span lang="EN-US"> Additional key words:</span></b><span lang="EN-US"> Fruit tree breeding, ISSR,  molecular markers, <i>Tamarindus indica</i></span></font></p>     <p align="center"><font face="Verdana" size="2"><b><span lang="ES-VE"> Caracterización molecular de árboles élite de tamarindo del bosque seco  ecuatoriano</span></b></font></p>     <p align="justify"><font face="Verdana" size="2"><b><span lang="ES-MX">RESUMEN</span></b></font></p>     <p align="justify"><font face="Verdana" size="2"><span lang="ES-VE">Para  aumentar el potencial del tamarindo como especie domesticada con valor económico  es importante caracterizar la variabilidad en Ecuador con propósitos de  mejoramiento. Nuestro objetivo fue investigar la diversidad genética de 32  árboles élite de tamarindo utilizando marcadores de secuencia inter-simple  repetida (ISSR). Se examinaron 84 loci con 12 marcadores, con un número promedio  de 4,42 loci per primer; 8 loci (9,52 %) fueron monomórficos y 76 (90,48 %)  polimórficos, revelando variabilidad genética entre individuos. El contenido de  información polimórfica (PIC) osciló entre 0,29 (ISSR_808) y 0,93 (ISSR_HB12),  mientras que el índice de marcador fluctuó entre 26,4 (ISSR_814) y 62,5 (ISSR_17899A).  ISSR_HB11, ISSR_836, ISSR_842, ISSR_848, ISSR_860, ISSR_17899A e ISSR_17899B  fueron útiles para discriminar accesiones según sus CIPs. El análisis de  conglomerados de Ward formó dos grupos principales y cinco subgrupos con 46 % de  similitud según la distancia de Jaccard. Genotipos de Loja, Manabí y Guayas se  aglomeraron en un grupo; mientras que sólo accesiones de Manabí quedaron en el  otro, indicando mayor diversidad en la última provincia. Los genotipos T1-ECUM-001  y T1-ECUM-002 presentaron 76 % similitud, mientras T1-ECUM-008, T1-ECUM-010, T1-ECUM-012,  T1-ECUM-017 y T1-ECUM-018 compartieron 60 %. Todos los materiales de Loja se  agruparon con 65 % de similitud. Otros genotipos se concentraron con similitud  de 54 %. El coeficiente de correlación cofenética (0,634) mostró buen ajuste  entre la matriz de datos y los resultados del dendrograma. Se encontró un grado  razonable de diversidad entre los genotipos de tamarindo potencialmente útil  para seleccionar árboles élite para propagación clonal así como para identificar  progenitores diversos para programas de hibridación.</span></font></p>     ]]></body>
<body><![CDATA[<p align="justify"><b> <span lang="ES-VE" style="font-size: 10.0pt; font-family: Verdana">Palabras  clave adicionales:</span></b><span lang="ES-VE" style="font-size: 10.0pt; font-family: Verdana">  ISSR, marcadores moleculares, mejoramiento de frutales, <i>Tamarindus indica</i></span></p>     <p align="justify"><font face="Verdana" size="2">Recibido: Diciembre 16,  2016&nbsp;&nbsp;Aceptado: Mayo 31, 2017</font></p>     <p align="justify"><b><font face="Verdana" size="2"><span lang="EN-US"> INTRODUCTION</span></font></b></p>     <p align="justify"> <span lang="EN-US" style="font-size: 10.0pt; font-family: Verdana">Tamarind (<i>Tamarindus  indica </i>L.) is a dicotyle-donous perennial tree with a wide geographical  distribution in the subtropics and semi-arid tropics. It is native to areas  throughout Africa and </span><font face="Verdana" size="2"><span lang="EN-US"> Southern Asia (Tapia et al., 2012), although the precise origin of this species  is a subject of controversy (Diallo et al., 2008). It was introduced into  America during the 16th century and now grows widely in tropical and subtropical  areas. In Ecuador, this tree species is cultivated in areas where production  systems include scattered trees, mainly for local consumption.</span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">The tree has an important role  in local economies, supplements the local diet, it is used in traditional and  modern therapies by 80 % of the world’s population in Africa, Asia and Latin  America, and it is used as a laxative and purgative with minimal side effects  (El-Siddig et al., 2006). Furthermore, it also exhibits antibacterial,  antifungal, and antioxidant properties (Graf et al., 2016), and is used as a  construction material, and for fuel and fodder (Tapia et al., 2012).  Pharmaceutical companies have invested money and time in developing natural  products extracted from this tree to generate remedies that are affordable (Doughari,  2006). </span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">Despite its commercial  importance worldwide, this multi-purpose tree has been little investigated (Algabal  et al., 2011), although it was identified as one of the top ten agroforestry  tree species to be prioritized for crop diversi</span><span lang="ES-MX">&#64257;</span><span lang="EN-US">cation  programs and development in sub-Saharan Africa in efforts to enhance the  conservation and utilization of genetic species (Gunasena &amp; Hughes, 2000).</span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">Tamarind has a relatively long  generation time and reproduces primarily by outcrossing, so any conventional  breeding approaches would require considerable investment in time and money.  Although it is one of the oldest domesticated crops, little is known about its  genetic characteristics and population biology. Available knowledge focuses on  developing efficient <i>in situ</i> conservation and genetic improvement  strategies (Fandohan et al., 2010). Two key elements for cultivar development  are the identi</span><span lang="ES-MX">&#64257;</span><span lang="EN-US">cation of  ‘‘plus trees’’ in natural populations and their propagation by vegetative  techniques (Leakey &amp; Page, 2006). Tamarind is mostly self-sown or sown with  seeds of unknown parentage, which results in wide variation among seedling  progenies (El-Siddig et al., 2006).</span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">Characterization of tamarind  trees has been mainly limited to descriptions of morphological and agronomic  traits, which are known to be deeply affected by environmental factors.  Identification of cultivar and estimation of genetic diversity using phenotypic  markers have several limitations, especially in perennial crops (Purushotham et  al., 2008). However, molecular diversity using DNA and protein-based molecular  markers are more reliable and unaffected by environmental factors (Dhanraj et  al., 2002). Establishment of core collections based on field evaluation and  molecular variation shown by accessions could be obviously advantageous. However  a clear and detailed assessment of molecular diversity in tamarind is not  currently available (Gangaprasad et al., 2013), although there have been some  efforts to characterize several tamarind populations with molecular techniques  such as RAPD (Diallo et al., 2007; Gangaprasad et al., 2013; Kumar et al., 2015)  and AFLP (Algabal et al., 2011).</span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US" style="letter-spacing: -.2pt"> In the present study, ISSR have been used for a deeper molecular analysis of  genotypes because of the advantages of this technique over SSR and RAPD </span> <span lang="EN-US" style="color: #231F20; letter-spacing: -.2pt">(Reddy et al.,  2002). </span><span lang="EN-US" style="letter-spacing: -.2pt">The ISSR markers  are highly polymorphic and represent a simple, reproducible, efficient and quick  method that combines most of the advantages of microsatellites (SSRs) and ampli</span><span lang="ES-MX" style="letter-spacing: -.2pt">&#64257;</span><span lang="EN-US" style="letter-spacing: -.2pt">ed fragment  length polymorphism (AFLP) to the universality of random ampli</span><span lang="ES-MX" style="letter-spacing:-.2pt">&#64257;</span><span lang="EN-US" style="letter-spacing: -.2pt">ed  polymorphic DNA (RAPD). ISSR markers have high reproducibility possibly due to  the use of longer primers (16-25mers) as compared to RAPD primers (10 mers)  (Reddy et al., 2002).</span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">This research was conducted to  estimate genetic diversity and to assess relationships among 32 accessions of  tamarind using ISSR markers for the basis of a breeding program in Ecuador.</span></font></p>     ]]></body>
<body><![CDATA[<p style="line-height: 100%" align="justify"><b><font face="Verdana" size="2"> <span lang="EN-US">MATERIALS AND METHODS</span></font></b></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><b><span lang="EN-US">Plant material</span></b><span lang="EN-US">.  The &nbsp;experimental material (<a href="#tab1">Table 1</a>) comprised 32 tamarind accessions  (geographically distinct) that were collected from January to December 2015 in  three provinces of Ecuador (Guayas, Manabi and Loja), in dry forest areas with  less than 500 mm rain per year, temperatures from 20 to 25 °C, high luminosity,  and low nutrient soils.</span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="center"> <a name="tab1"> <img border="0" src="/img/fbpe/ba/v29n3/art01tab1.gif" width="573" height="613"></a></p>     
<p align="justify"> <span lang="EN-US" style="font-size: 10.0pt; font-family: Verdana">Young and  healthy leaves were harvested individually in the field, tagged, submerged in a  solution of polyvinylpyrrolidon (PVP) 1 %, placed in paper envelopes and  transported to the Biotechnology Department, Instituto Nacional de  Investigaciones Agropecuarias (INIAP), Estacion Experimental Litoral Sur, Guayas  Province, for DNA extraction.</span></p>     <p align="justify"><b> <span lang="EN-US" style="font-size: 10.0pt; font-family: Verdana">DNA  extraction</span></b><span lang="EN-US" style="font-size: 10.0pt; font-family: Verdana">.<b> </b>DNA was extracted following the method reported by Khanuja et al. (1999)  with modifications. Briefly, 120 mg fresh leaf tissue were ground in a mortar,  transferred to a 2 mL microcentrifuge tube containing 1 mL extraction buffer  &nbsp;(100 mM Tris, HCl pH 8.0; 1.5 M NaCl; 25 mM EDTA pH 8.0; 2.5 % CTAB; 1 % PVP;  0.2 % 2</span><span style="font-size: 10.0pt; font-family: Verdana">&#946;</span><span lang="EN-US" style="font-size: 10.0pt; font-family: Verdana">-mercaptoetanol),  mixing by inversion. The sample was incubated at 60 °C for 1.5 h and shaken.  Following cell lysis, 1 mL chloroform:isoamyl alcohol (CIA) (24:1) was added  mixing by inversion for 15 min and centrifuged at 5900 g for 10 min. The  supernatant was transferred to a fresh 1.5 mL tube, adding 500</span><font face="Verdana" size="2"><span lang="EN-US">  µL 5M NaCl and 0.6 volume cold isopropanol, mixed by inversion and placed at -20  °C for 1 h. Samples were centrifuged at 15616 g for 10 min, pellet washed with  ethanol at 80 %, dried for 20 min and resuspended in 170 µL high salt TE (Tris  HCl 10 mM, EDTA 1 mM, NaCl 1 M), followed by RNase treatment, adding 2 µL RNase  A (10 mg·µL<sup>-1</sup>) and keeping at 37 °C for 30 min. After that, 100 µL  CIA was added, mixing well and then centrifuged at 15,000 g. Supernatant was  transferred to a tube where 100 µL of cold ethanol at 100 % was added and  centrifuged at 15616 g for 10 min. The pellet was washed with 80 % ethanol,  dried for 20 min and dissolved in 50 µL of sterile double-distilled water.</span></font></p>     <p style="text-indent: 0cm" align="justify"><font face="Verdana" size="2"><b> <span lang="EN-US">DNA quantification and quality</span></b><span lang="EN-US">.<b> </b>DNA quantification was estimated in a Quantus Fluorometer (Promega) using  the Quant-iT assay kit developed by ThermoFisher Scientific. The quality was  determined by running a 1 % agarose gel.</span></font></p>     <p align="justify"><b> <span lang="EN-US" style="font-size: 10.0pt; font-family: Verdana; color: #231F20"> PCR amplification</span></b><span lang="EN-US" style="font-size: 10.0pt; font-family: Verdana; color: #231F20">.<b> </b></span><span lang="EN-US" style="font-size: 10.0pt; font-family: Verdana">A  total of 19 ISSR primers (<a href="#tab2">Table 2</a>) were selected to characterize the tamarind  accessions.</span></p>     <p align="center"><a name="tab2"> <img border="0" src="/img/fbpe/ba/v29n3/art01tab2.gif" width="576" height="488"></a></p>     
<p align="justify"> <span lang="EN-US" style="font-size: 10.0pt; font-family: Verdana">Polymerase  chain reactions were carried out in a 20 <span style="color:#231F20">µL</span>  volume, in a tube containing 2 µL 10X buffer (200 mM Tris-HCl pH 8.4, 500 mM KCl);  50 mM MgCl<sub>2</sub> 1 µL; 10 mM dNTPs 0.8 µL; 0.4 µL 0.2 µM ISSR primer; 0.12  µL Taq polymerase 5U· µL<sup>-1</sup> (Invitrogen), and 3.2 µL of template DNA  (5ng·µL<sup>-1</sup>). PCR amplifications were performed using a thermocycler (Eppendorf  Master Cycler 230 AG model). The amplification profile was kept for initial  denaturing at 94° C for</span></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">5 &nbsp;min &nbsp;followed &nbsp;by &nbsp;40  &nbsp;cycles &nbsp;of &nbsp;denaturation at &nbsp;94 &nbsp;°C &nbsp;for &nbsp;30 s; &nbsp;primer &nbsp;annealing &nbsp;at  &nbsp;recommended temperature for 1 min; extension at 72 °C for 2 min; and a final  extension at 72 °C for 7 min.</span></font></p>     ]]></body>
<body><![CDATA[<p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">The amplification products were  mixed with 2.5 µL of 10X loading dye (0.25 %) bromophenol blue. PCR products  were resolved by electrophoresis on 1.5 % (w/v) agarose gels using 1X TAE buffer  (40 mM Tris –acetate, pH 8, 1 M EDTA), at 100V for 85 min, followed by staining  with 15 ppm ethidium bromide and photographed. The molecular marker (1 kb,  Invitrogen) was loaded in the last lane.</span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><b><span lang="EN-US">Scoring of bands and  statistical analysis</span></b><span lang="EN-US">.<b> &nbsp;</b>Gel electrophoresis  DNA profiles of tamarind accessions, &nbsp;amplified by &nbsp;each &nbsp;ISSR &nbsp;primer, were  &nbsp;used &nbsp;to &nbsp;generate &nbsp;a &nbsp;band &nbsp;presence &nbsp;(1) &nbsp;and absence (0) matrix. Each marker  was reviewed by assessing its banding pattern i.e. the number of yielded bands  and presence or absence in the studied accessions. The number of polymorphic or  monomorphic loci, their percentage, standard deviation and experimental error  were calculated.</span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">The polymorphic information  content (PIC) was calculated according to Roldan-Ruiz et al. (2000) where PIC<i><sub>i</sub></i>  (polymorphic information content of marker ‘<i>i</i>’) = 2<i>fi</i> (1&#8722;<i>fi</i>); <i>fi</i> is the frequency of the amplified allele (band present), and 1&#8722;<i>fi</i>  is the frequency of the null allele. The PIC value ranges from zero for  monomorphic markers &nbsp;to &nbsp;0.5 &nbsp;for &nbsp;markers &nbsp;that &nbsp;are &nbsp;present &nbsp;in 50 % of the  plants and absent in the other 50 %. This content provides an estimate of the  discriminatory &nbsp;power &nbsp;or &nbsp;whether &nbsp;a &nbsp;locus &nbsp;or loci &nbsp;is &nbsp;informative, &nbsp;taking  into &nbsp;account &nbsp;not &nbsp;only &nbsp;the &nbsp;expressed &nbsp;number &nbsp;of &nbsp;alleles &nbsp;but &nbsp;their  relative &nbsp;frequencies.</span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">The value &nbsp;of &nbsp;each &nbsp;marker  represents &nbsp;the &nbsp;probability &nbsp;of &nbsp;finding &nbsp;this marker in one of two different  states (present or absent) in two plants drawn at random from the population.  Marker index (MI), calculated as the product of the polymorphism percentage and  the PIC, is used to estimate the overall utility of each marker system and was  calculated according to Sorkheh et al. (2007).</span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana"><span lang="EN-US"><font size="2">The &nbsp;Jaccard &nbsp;genetic  &nbsp;similarity &nbsp;coefficient was &nbsp;calculated &nbsp;for &nbsp;the &nbsp;data &nbsp;matrix &nbsp;using InfoStat  version 2011 (Universidad Nacional de Córdoba, &nbsp;Argentina). </font></span> <span lang="EN-US" style="font-size: 10.0pt; line-height: 100%">&nbsp;</span><span lang="EN-US"><font size="2">The  &nbsp;generated &nbsp;data &nbsp;was used to estimate genetic similarity for pairwise  accessions&nbsp; based &nbsp;on &nbsp;Jaccard &nbsp;similarity coefficient. A similarity matrix was  constructed and subjected to cluster analysis following Ward’s method (Ward,  1963) to develop the dendrogram. To estimate congruency between the dendrogram  and the data, a cophenetic correlation coefficient was calculated.</font></span></font></p>     <p style="line-height: 100%" align="justify"><b><font face="Verdana" size="2"> <span lang="EN-US">RESULTS</span></font></b></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">The banding pattern of each  marker was examined visually. It was considered that primers ISSR_873, ISSR_815  and ISSR_17898A gave little information; ISSR_812, ISSR_HB12, ISSR_844B and  ISSR_HB9 were only just informative; but ISSR_HB11 showed to be an excellent  &nbsp;primer &nbsp;due &nbsp;to &nbsp;its &nbsp;banding &nbsp;pattern across &nbsp;the &nbsp;population. &nbsp;The &nbsp;rest &nbsp;of  &nbsp;the &nbsp;markers yielded &nbsp;intermediate &nbsp;information &nbsp;according &nbsp;to the evaluation  criteria established for this research.</span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">Only 12 of 19 primers (<a href="#tab2">Table 2</a>)  were considered informative for the statistical analysis because of their  consistency giving reproducible and good quality banding patterns; those were  ISSR_807; ISSR_814; ISSR_836; ISSR_860; ISSR_HB11; ISSR_808; ISSR_844A;  ISSR_835; ISSR_17899A; ISSR_17899B; ISSR_848; and ISSR_842.</span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">This set of ISSR primers  generated 84 loci, with a mean number of 4.42 loci per primer, ranging from 8  (ISSR_HB11, ISSR_808 and ISSR_860) to 1 (ISSR_HB12) (<a href="#tab2">Table 2</a>). Of the observed  loci, 8 (9.52 %) were monomorphic and 76 (90.48 %) polymorphic, revealing high  genetic variability between the individuals. PIC values varied from 0.29  (ISSR_808) to 0.93 (ISSR_HB12), with an average of 0.50, whereas MI ranged from  26.4 (ISSR­­_814) to 62.5 (ISSR_17899A). Primers ISSR_HB11, ISSR_836, ISSR_842,  ISSR_848, ISSR_860, ISSR_17899A and ISSR_17899B were useful to discriminate the  grouping of the accessions according to their PIC value above mean (0.50).</span></font></p>     <p align="justify"> <span lang="EN-US" style="font-size: 10.0pt; font-family: Verdana">A typical  polymorphic ISSR </span><span style="font-size: 10.0pt; font-family: Verdana">&#64257;</span><span lang="EN-US" style="font-size: 10.0pt; font-family: Verdana">ngerprint,  using the ISSR_808 marker, is shown in <a href="#fig1">Figure 1</a>. </span> <span lang="EN-GB" style="font-size: 10.0pt; font-family: Verdana">Genotype  TI-ECUM-016 amplified only with a few primers, therefore it was not considered  for</span><font face="Verdana" size="2"><span lang="EN-GB"> further statistical  analysis, and the study was maintained with 31 genotypes.</span></font></p>     ]]></body>
<body><![CDATA[<p align="center"> <a name="fig1"> <img border="0" src="/img/fbpe/ba/v29n3/art01fig1.gif" width="578" height="290"></a></p>     
<p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">A moderate degree of genetic  diversity was obtained with the Jaccard similarity coefficient. The plus trees  formed five groups (<a href="#fig2">Figure 2</a>) with an average of 46 % similarity, although two  subgroups clustered together and the other three subgroups shared another  division. Genotypes T1-ECUM-001 and T1-ECUM-002 presented 76 % similarity, while  T1-ECUM-008, T1-ECUM-010, T1-ECUM-012, T1-ECUM-017 and T1-ECUM-018 shared 60 %.  All materials selected at Loja Province grouped together with 65 % similarity.  Genotypes T1-ECUM-015, T1-ECUM-019, T1-ECUM-020, T1-ECUM-021, T1-ECUM-022,  T1-ECUM-023, T1-ECUM-024, T1-ECUM-025, T1-ECUM-026, T1-ECUG-027 and T1-ECUM-028,  clustered in the largest group with an average degree of similarity of 54 %.  Other genotypes grouped with a similarity of 65 %.</span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="center"> <a name="fig2"> <img border="0" src="/img/fbpe/ba/v29n3/art01fig2.gif" width="577" height="350"></a></p>     
<p align="justify"> <span lang="EN-US" style="font-size: 10.0pt; font-family: Verdana">Using the  Jaccard distance method, the cophenetic correlation coefficient (0.634) was  obtained and showed a reasonable fit between the data matrix and the dendrogram  results. No distortion was caused by the conglomerate method<span style="letter-spacing:-.1pt">.</span></span></p>     <p align="justify"><b><font face="Verdana" size="2"><span lang="EN-US"> DISCUSSION</span></font></b></p>     <p style="text-indent: 0cm" align="justify"><font face="Verdana" size="2"> <span lang="EN-US">In this research, the analyzed tamarind accessions showed  intermediate genetic variability, with an average of 46 % similarity among  selected individuals, and moderate level of polymorphism indicating that a wide  and diverse genetic base existed among the tamarind plus trees genotypes of the  three Provinces of Ecuador, which could be explained due to the cross  pollinating nature of the species. We hypothesized that there is genetic flux  among the studied tamarind populations because they are conformed by dispersed  individuals (each one genetically different), thus their cross-pollination  generates greater variability and genetic recombination. In addition, the  distance among the majority of sampling sites is relatively short (about 200 km  between Guayas and Manabí), making possible pollen exchange by vectors (insects)  in close distances and seed transported by farmers in long distances, these two  factors being important for the genetic variability process (Zetina et al.,  2012). The relatively high percentage of polymorphism observed could also be  related to the natural pollination method of this species which expands the  genetic base. The tamarind populations analyzed could be considered as isolated,  which favors genetic variability.</span></font></p>     <p align="justify"> <span lang="EN-US" style="font-size: 10.0pt; font-family: Verdana"> <a href="#fig2">Figure 2</a>  shows the formation of two major groups. The tamarind trees from Loja, Manabí  and Guayas were grouped in the first cluster, while only individuals from Manabí  were located in the other group, indicating that there is major</span><font face="Verdana" size="2"><span lang="EN-US">  diversity of this fruit tree in this Province.</span></font></p>     <p align="justify"> <span lang="EN-US" style="font-size: 10.0pt; font-family: Verdana">Extending the  analysis, five subgroups were observed for the molecular characterization of the  31 accessions of tamarind, with an ultrametric distance of 2.06 units, whereas  six groups were formed using the Ward algorithm with the phenotypic information  from the morphological characterization (data not shown). Therefore,  morphological analyses yielded clusters that did not completely account for the  genetic similarity found among the accessions when using molecular markers.  Morphological descriptions may be confounded &nbsp;with &nbsp;environmental variation  &nbsp;and be prone &nbsp;to &nbsp;subjective &nbsp;evaluations. &nbsp;These &nbsp;results &nbsp;are &nbsp;comparative  &nbsp;with &nbsp;those &nbsp;from Cervera et &nbsp;al. &nbsp;(2001) &nbsp;who &nbsp;reported &nbsp;that molecular and  morphological characterization cannot be directly related, i.e. physical  characteristics &nbsp;and &nbsp;molecular &nbsp;data &nbsp;are &nbsp;not usually &nbsp;associated. &nbsp;This &nbsp;is  &nbsp;evidenced &nbsp;by &nbsp;the fact that individuals &nbsp;within &nbsp;groups &nbsp;are &nbsp;different &nbsp;for  &nbsp;both &nbsp;cases. &nbsp;The &nbsp;markers &nbsp;used &nbsp;in this &nbsp;study &nbsp;are &nbsp;dominant, semi-random  &nbsp;and cannot &nbsp;determine &nbsp;heterozygosity, &nbsp;inferring &nbsp;more specific differences  for the formation of groups. It seems that molecular characterization is related  mainly to the origin of the material, thus with their geographical distribution,  while the grouping by morphological traits could be influenced by external  factors (agronomic and environmental) that affect the phenotypic expression of  the plant. However, different morphotypes were noted within phenotypic  characterizations, and thus it is recommended to carry out crosses among  individuals which showed contrasting traits related to pulp percentage, number  of fruit per bunch, number of seeds per seedcase, and fruit weight, characters  that are important for breeders of this fruit tree according to Diallo et al.  (2008), since fruit from all the 31 evaluated accessions are harvested for human  consumption.</span></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">The information generated can  be used to suggest selected plus trees for clonal propagation as well as to  identify diverse parents for hybridization programs.</span></font></p>     <p align="justify"> <span lang="EN-US" style="font-size: 10.0pt; font-family: Verdana">As &nbsp;stated  &nbsp;before, &nbsp;several &nbsp;studies &nbsp;using RAPD markers (Diallo et al., 2007; Gangaprasad  et al., 2013; Kumar et al., 2015) and AFLP markers (Algabal et al., 2011) have  characterized tamarind populations or genotypes and have reported genetic  variability and diversity.</span></p>     ]]></body>
<body><![CDATA[<p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">However, ISSR markers are  highly polymorphic and therefore useful for studies of genetic diversity (Reddy  et al., 2002), and also variation between and within populations can be compared  using this type of marker (Qian et al., 2001). In addition, higher polymorphism  has been detected using ISSRs than any other technique (Virk et al., 2000).</span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">In several cases genotypes did  not cluster according to their site of collection, which was attributed to their  highly cross-pollinating nature, small distribution area and that most tamarind  genotypes are grown from seed. Genotypes which were morphologically closely  related were found to be unrelated at the molecular level (Kumar et al., 2015).</span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">A breeding program should be  based on the results of both morphological and molecular characterization;  nonetheless, choosing parental plants based on the molecular results obtained in  this study should be done by selecting individuals with higher genetic distances  and corroborating the phenotypic traits of the parents in the field to avoid  hybridizations between materials that genetically are different but express the  same phenotype.</span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">Tree breeding begins through  the application of genetic principles basically directed towards modifying the  heredity of tree populations to meet the needs of the farmers (Gunasena &amp;  Hughes, 2000). Determination of genetic variation is important to plant breeders  for development of a high yielding variety (Kumar et al., 2015), and therefore  this research contributes to generate knowledge about the diversity of tamarind  trees in Ecuador in order to determine future advances in fruit breeding.</span></font></p>     <p style="line-height: 100%" align="justify"><font face="Verdana" size="2"> <span lang="EN-US" style="line-height: 100%; font-weight: 700">CONCLUSION</span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">The tamarind genotypes assessed  in this research showed a reasonable degree of genetic diversity that can be  used as a basis for hybridization breeding programs.</span></font></p>     <p style="line-height: 100%" align="justify"><font face="Verdana" size="2"> <span lang="EN-US" style="line-height: 100%; font-weight: 700">ACKNOWLEDGEMENTS</span></font></p>     <p style="text-indent: 0cm; line-height: 100%" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">The authors wish to thank  INIAP´s Project <span style="letter-spacing:-.1pt">“Fortalecimiento  Institucional-Frutales” for funding</span> this research.</span></font></p>     <p align="justify"> <span style="font-size: 10.0pt; font-family: Verdana; font-weight: 700"> LITERATURE CITED</span></p>     <!-- ref --><p style="text-indent: 0cm; margin-left: 0cm; margin-right: 0cm" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">1. Abdel-Hameed, U.K., U.I. El-Magly,  I.F. Ishak and M.E. Tantawy. 2013. A contribution to the speci</span><span lang="ES-MX">&#64257;</span><span lang="EN-US">cation  of Caesalpinioideae (L) based on morphological and molecular criteria. Beni-Suef  University Journal of Basic and Applied Sciences 2(1): 120-127.</span></font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=706668&pid=S1316-3361201700030000100001&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p style="text-indent: 0cm; margin-left: 0cm; margin-right: 0cm" align="justify"> <font face="Verdana" size="2"><span lang="EN-US">2. Algabal, A.Q.A.Y., N.  Papanna and L. Simon. 2011. Amplified fragment length polymorphism marker-based  genetic diversity in tamarind (<i>Tamarindus indica </i>L.). 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