Article
Integration of single nucleotide variants and whole-genome DNA methylation profiles for classification of rheumatoid arthritis cases from controls.
Heredity - 1 May 2020
Amiri Roudbar Mahmoud, Mohammadabadi Mohammad Reza, Ayatollahi Mehrgardi Ahmad, Abdollahi-Arpanahi Rostam, Momen Mehdi, Morota Gota, Brito Lopes Fernando, Gianola Daniel, Rosa Guilherme J M
Abstract excerpt
This study evaluated the use of multiomics data for classification accuracy of rheumatoid arthritis (RA). Three approaches were used and compared in terms of prediction accuracy: (1) whole-genome prediction (WGP) using SNP marker information only, (2) whole-methylome prediction (WMP) using methylation profiles only, and (3) whole-genome/methylome prediction (WGMP) with combining both omics layers. The number of...
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