Accounting for one-channel depletion improves missing value imputation in 2-dye microarray data

摘要

BackgroundFor 2-dye microarray platforms, some missing values may arise from an un-measurably low RNA expression in one channel only. Information of such "one-channel depletion" is so far not included in algorithms for imputation of missing values.