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Including microbiome information in a multi-trait genomic evaluation: a case study on longitudinal growth performance in beef cattle.
Martínez-Álvaro M, Mattock J, González-Recio Ó, Saborío-Montero A, Weng Z, Lima J, Duthie CA, Dewhurst R, Cleveland MA, Watson M, Roehe R. Martínez-Álvaro M, et al. Among authors: gonzalez recio o. Genet Sel Evol. 2024 Mar 15;56(1):19. doi: 10.1186/s12711-024-00887-6. Genet Sel Evol. 2024. PMID: 38491422 Free PMC article.
Detecting single-nucleotide polymorphism by single-nucleotide polymorphism interactions in rheumatoid arthritis using a two-step approach with machine learning and a Bayesian threshold least absolute shrinkage and selection operator (LASSO) model.
González-Recio O, de Maturana EL, Vega AT, Engelman CD, Broman KW. González-Recio O, et al. BMC Proc. 2009 Dec 15;3 Suppl 7(Suppl 7):S63. doi: 10.1186/1753-6561-3-s7-s63. BMC Proc. 2009. PMID: 20018057 Free PMC article.
Integrating heterogeneous across-country data for proxy-based random forest prediction of enteric methane in dairy cattle.
Negussie E, González-Recio O, Battagin M, Bayat AR, Boland T, de Haas Y, Garcia-Rodriguez A, Garnsworthy PC, Gengler N, Kreuzer M, Kuhla B, Lassen J, Peiren N, Pszczola M, Schwarm A, Soyeurt H, Vanlierde A, Yan T, Biscarini F. Negussie E, et al. J Dairy Sci. 2022 Jun;105(6):5124-5140. doi: 10.3168/jds.2021-20158. Epub 2022 Mar 26. J Dairy Sci. 2022. PMID: 35346462 Free article.
Machine learning in genome-wide association studies.
Szymczak S, Biernacka JM, Cordell HJ, González-Recio O, König IR, Zhang H, Sun YV. Szymczak S, et al. Genet Epidemiol. 2009;33 Suppl 1:S51-7. doi: 10.1002/gepi.20473. Genet Epidemiol. 2009. PMID: 19924717 Free article.
Structural equation models to disentangle the biological relationship between microbiota and complex traits: Methane production in dairy cattle as a case of study.
Saborío-Montero A, Gutiérrez-Rivas M, García-Rodríguez A, Atxaerandio R, Goiri I, López de Maturana E, Jiménez-Montero JA, Alenda R, González-Recio O. Saborío-Montero A, et al. J Anim Breed Genet. 2020 Jan;137(1):36-48. doi: 10.1111/jbg.12444. Epub 2019 Oct 15. J Anim Breed Genet. 2020. PMID: 31617268
87 results