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Sensitivity analysis based on the random forest machine learning algorithm identifies candidate genes for regulation of innate and adaptive immune response of chicken

Two categories of immune responses—innate and adaptive immunity—have both polygenic backgrounds and a significant environmental component. The goal of the reported study was to define candidate genes and mutations for the immune traits of interest in chickens using machine learning–based sensitivity...

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Detalhes bibliográficos
Publicado no:Poult Sci
Main Authors: Polewko-Klim, Aneta, Lesiński, Wojciech, Golińska, Agnieszka Kitlas, Mnich, Krzysztof, Siwek, Maria, Rudnicki, Witold R.
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2020
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7704721/
https://ncbi.nlm.nih.gov/pubmed/33248550
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.psj.2020.08.059
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