Accounting for overlapping annotations in genomic prediction models of complex traits

Autor: Fanny Mollandin, Hélène Gilbert, Pascal Croiseau, Andrea Rau

Publikováno v: BMC Bioinformatics, Vol 23, Iss 1, Pp 1-22 (2022)

Abstract Background It is now widespread in livestock and plant breeding to use genotyping data to predict phenotypes with genomic prediction models. In parallel, genomic annotations related to a variety of traits are increasing in number and granula

Externí odkaz: https://doaj.org/article/9757499d892b471d82785bb4075da682

An evaluation of the predictive performance and mapping power of the BayesR model for genomic prediction

Autor: Fanny Mollandin, Andrea Rau, Pascal Croiseau

Technological advances and decreasing costs have led to the rise of increasingly dense genotyping data, making feasible the identification of potential causal markers. Custom genotyping chips, which combine medium-density genotypes with a custom geno

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______2659::127a43b5cd9d5c073d08e1bd2e232fb7
https://zenodo.org/record/7689039

An evaluation of the interpretability and predictive performance of the BayesR model for genomic prediction

Autor: Fanny Mollandin, Andrea Rau, View ORCID ProfilePascal Croiseau

Technological advances and decreasing costs have led to the rise of increasingly dense genotyping data, making feasible the identification of potential causal markers. Custom genotyping chips, which combine medium-density genotypes with a custom geno

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______2659::07538f51c6bdc961f3424b6a73768553
https://zenodo.org/record/7957955

Capitalizing on complex annotations in Bayesian genomic prediction for a backcross population of growing pigs

Autor: Fanny Mollandin, Hélène Gilbert, Pascal Croiseau, Andrea Rau

Publikováno v: HAL
12th World Congress on Genetics Applied to Livestock Production
12th World Congress on Genetics Applied to Livestock Production, Jul 2022, Rotterdam, Netherlands

International audience

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::be7f7b4d060d82ccb1b6cf99495f55d3
https://hal.inrae.fr/hal-03742045