<?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>2007-9028</journal-id>
<journal-title><![CDATA[Ecosistemas y recursos agropecuarios]]></journal-title>
<abbrev-journal-title><![CDATA[Ecosistemas y recur. agropecuarios]]></abbrev-journal-title>
<issn>2007-9028</issn>
<publisher>
<publisher-name><![CDATA[Universidad Juárez Autónoma de Tabasco, Dirección de Investigación y Posgrado]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2007-90282024000100022</article-id>
<article-id pub-id-type="doi">10.19136/era.a11n1.3817</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Predicción genómica de peso vivo con dos métodos de validación cruzada en ganado bovino]]></article-title>
<article-title xml:lang="en"><![CDATA[Assessment of genomic prediction of live weight traits using two validation methods in cattle]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Jahuey-Martínez]]></surname>
<given-names><![CDATA[Francisco Joel]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Magaña-Monforte]]></surname>
<given-names><![CDATA[Juan Gabriel]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Segura-Correa]]></surname>
<given-names><![CDATA[José Candelario]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Martínez-González]]></surname>
<given-names><![CDATA[Juan Carlos]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Estrada-León]]></surname>
<given-names><![CDATA[Raciel J.]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Parra-Bracamonte]]></surname>
<given-names><![CDATA[Gaspar Manuel]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Autónoma de Chihuahua Facultad de Zootecnia y Ecología ]]></institution>
<addr-line><![CDATA[Chihuahua Chihuahua]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Autónoma de Yucatán Facultad de Medicina Veterinaria y Zootecnia ]]></institution>
<addr-line><![CDATA[Mérida Yucatán]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad Autónoma de Tamaulipas Facultad de Ingeniería y Ciencias ]]></institution>
<addr-line><![CDATA[Victoria Tamaulipas]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Tecnológico Nacional de México Instituto Tecnológico Superior de Calkiní ]]></institution>
<addr-line><![CDATA[Calkiní Campeche]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af5">
<institution><![CDATA[,Instituto Politécnico Nacional Centro de Biotecnología Genómica ]]></institution>
<addr-line><![CDATA[Reynosa Tamaulipas]]></addr-line>
<country>Mexico</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>04</month>
<year>2024</year>
</pub-date>
<volume>11</volume>
<numero>1</numero>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S2007-90282024000100022&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S2007-90282024000100022&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S2007-90282024000100022&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen Se estimó la exactitud de la predicción (EP) de valores genómicos estimados (GEBV) para variables de peso vivo de ganado Charolais utilizando dos métodos de validación cruzada. Se ajustó un modelo BLUP y diferentes métodos de predicción genómica (PG) Genomic-based best linear unbiased prediction (GBLUP), Bayes C (BC) y Single-step Bayesian regression (SSBR). La EP fue comparada mediante grupos de validación (GV) formados aleatoriamente y mediante GC. Los resultados mostraron que los tres métodos de PG proporcionaron exactitudes de predicción similares entre los GV pero no exactitudes de predicción superiores a BLUP. La exactitud de predicción de GBLUP y BLUP fue 0.35 y 0.37 para PN, y de 0.30 y 0.41 para PD, respectivamente. Los resultados muestran bajas exactitudes de PG bajo los escenarios evaluados; por lo que para su correcta implementación es necesario incrementar el número de animales y usar valorees genéticos desregresados como variables de respuesta.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract The accuracy of the estimation (AE) of the genomic breeding values (GEBV) of live weight traits of registered Charolais cattle using two cross validation methods was assessed. A BLUP model and different genomic prediction (PG) methods were fitted: Genomic-based best linear unbiased prediction (GBLUP), Bayes C (BC) and Single-step Bayesian regression (SSBR). AE was compared using randomly formed validation groups (VGs) and CGs. The results showed that all three PG methods provided similar prediction accuracies among GVs but not higher prediction accuracies than BLUP. The prediction accuracy of GBLUP and BLUP was 0.35 and 0.37 for PN, and 0.30 and 0.41 for PD, respectively. The results show that the PG accuracies under the evaluated scenarios are low; Therefore, for its correct implementation, it is necessary to increase the number of animals and use de-returned genetic values as response variables.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[BLUP]]></kwd>
<kwd lng="es"><![CDATA[Charolais]]></kwd>
<kwd lng="es"><![CDATA[crecimiento]]></kwd>
<kwd lng="es"><![CDATA[evaluación genómica de un solo paso]]></kwd>
<kwd lng="es"><![CDATA[SNP]]></kwd>
<kwd lng="es"><![CDATA[selección genómica]]></kwd>
<kwd lng="en"><![CDATA[BLUP]]></kwd>
<kwd lng="en"><![CDATA[Charolais]]></kwd>
<kwd lng="en"><![CDATA[genomic selection]]></kwd>
<kwd lng="en"><![CDATA[single-step genomic evaluation]]></kwd>
<kwd lng="en"><![CDATA[SNP]]></kwd>
</kwd-group>
</article-meta>
</front><back>
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