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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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Detalles Bibliográficos
Autores principales: Polewko-Klim, Aneta, Lesiński, Wojciech, Golińska, Agnieszka Kitlas, Mnich, Krzysztof, Siwek, Maria, Rudnicki, Witold R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7704721/
https://www.ncbi.nlm.nih.gov/pubmed/33248550
http://dx.doi.org/10.1016/j.psj.2020.08.059

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