A novel approach to identifying marker genes and estimating the cellular composition of whole blood from gene expression profiles
Casey P. Shannon, Robert Balshaw, Virginia Chen, Zsuzsanna Hollander, Mustafa Toma, Bruce M. McManus, J. Mark Fitzgerald, Don D. Sin, Raymond T. Ng, Scott J. Tebbutt
This paper introduces a multi-response Gaussian model to predict peripheral whole blood composition from Affymetrix Gene ST expression profiles, outperforming existing methods on this platform.
bioRxiv · Feb 3, 2016Bioinformatics