spikeInData: Spike-in ChIP-chip data set
Description
This data set is part of a quality control study for tiling
microarrays (Johnson et al., 2008), in which spike-ins were used to
assess the influence of microarray platforms, preparation procedures,
and analysis algorithms on the accuracy and reproducibility of
ChIP-chip experiments. Here, the expression intensities of one region
from the 'undiluted' data set investigated with Affymetrix arrays is
selected, consisting of 452 probes and two conditions with three
replicates each. The data has been normalized using quantile
normalization and probe positions remapped to a common reference.
Format
- exprs
- Matrix with expression intensities, with rows
representing probes and columns arrays. The names of the rows and
columns contain the probe position and the treatment,
respectively.
- pval
- Vector with p-values assessing the differential effect
between the conditions with a modified t-test. For details, please
see the vignette of this package.
- reference
- Data frame containing the location of the
spike-in.
Source
GEO accession IDs: GSM248996, ..., GSM249001References
Johnson, D. S. et al. (2008).
Systematic evaluation of variability in ChIP-chip experiments using
predefined DNA targets.
Genome Research, 18(3):393-403.