Novel risk genes for systemic lupus erythematosus predicted by random forest classification

Novel risk genes for systemic lupus erythematosus predicted by random forest classification

Abstract Genome-wide association studies have identified risk loci for SLE, but a large proportion of the genetic contribution to SLE still remains unexplained. To detect novel risk genes, and to predict an individual’s SLE risk we designed a random forest classifier using SNP genotype data generate...

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Autores principales: Jonas Carlsson Almlöf, Andrei Alexsson, Juliana Imgenberg-Kreuz, Lina Sylwan, Christofer Bäcklin, Dag Leonard, Gunnel Nordmark, Karolina Tandre, Maija-Leena Eloranta, Leonid Padyukov, Christine Bengtsson, Andreas Jönsen, Solbritt Rantapää Dahlqvist, Christopher Sjöwall, Anders A. Bengtsson, Iva Gunnarsson, Elisabet Svenungsson, Lars Rönnblom, Johanna K. Sandling, Ann-Christine Syvänen
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2017
Materias:
Medicine
R
Science
Q
Acceso en línea:https://doaj.org/article/95b05eb647a546ff93ea49bf8605180e
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