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Methodology for the identification of relevant loci for milk traits in dairy cattle, using machine learning algorithms
Raschia, Maria Agustina; Ríos, Pablo Javier; Maizon, Daniel Omar; Demitrio, Daniel Arturo; Poli, Mario Andres (Elsevier, 2022)Machine learning methods were considered efficient in identifying single nucleotide polymorphisms (SNP) underlying a trait of interest. This study aimed to construct predictive models using machine learning algorithms, to ... -
Quantitative trait loci exploration and characterization of gestation length in Holstein cattle
Raschia, Maria Agustina; Maizon, Daniel Omar; Amadio, Ariel; Nani, Juan Pablo; Poli, Mario Andres (Elsevier, 2024-02)Gestation length (GL) is a moderately heritable trait in cattle with economic and management implications. This study aimed to characterize the gestation length of an Argentinian Holstein cattle population, understand ... -
Single nucleotide polymorphisms from candidate genes associated with nematode resistance and resilience in Corriedale and Pampinta sheep in Argentina
Raschia, Maria Agustina; Donzelli, María Valeria; Medus, Pablo Daniel; Cetra, Bibiana Maria; Maizon, Daniel Omar; Suarez, Victor Humberto; Pichler, Rudolf; Periasamy, Kathiravan; Poli, Mario Andres (Elsevier, 2021-02)Selective breeding of genetically resistant animals is considered a promising strategy to face the problem of nematode resistance to anthelmintics and mitigate concerns about the presence of chemical residues in animal ... -
Single nucleotide polymorphisms in candidate genes associated with milk yield in Argentinean Holstein and Holstein x Jersey cows
Raschia, Maria Agustina; Nani, Juan Pablo; Maizon, Daniel Omar; Beribe, Maria Jose; Amadio, Ariel; Poli, Mario Andres (2018-12)Research on loci influencing milk production traits of dairy cattle is one of the main topics of investigation in livestock. Many genomic regions and polymorphisms associated with dairy production have been reported ... -
Weighted single-step genome-wide association analyses for milk traits in Holstein and Holstein x Jersey crossbred dairy cattle
Raschia, Maria Agustina; Nani, Juan Pablo; Carignano, Hugo Adrian; Amadio, Ariel; Maizon, Daniel Omar; Poli, Mario Andres (Elsevier, 2020-12)The purpose of this study was to identify genomic regions explaining a major proportion of the genetic variance in milk production and milk fat and protein content on a commercial herd of Holstein and Holstein x Jersey ...