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Functional normalization of 450k methylation array data improves replication in large cancer studies
We propose an extension to quantile normalization that removes unwanted technical variation using control probes. We adapt our algorithm, functional normalization, to the Illumina 450k methylation array and address the open problem of normalizing methylation data with global epigenetic changes, such...
Autores principales: | Fortin, Jean-Philippe, Labbe, Aurélie, Lemire, Mathieu, Zanke, Brent W, Hudson, Thomas J, Fertig, Elana J, Greenwood, Celia MT, Hansen, Kasper D |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4283580/ https://www.ncbi.nlm.nih.gov/pubmed/25599564 http://dx.doi.org/10.1186/s13059-014-0503-2 |
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