Gene expression data from colon-cancer patients
The data file contains gene expression data of 62 samples (40 tumor samples, 22 normal samples) from colon-cancer patients analyzed with an Affymetrix oligonucleotide Hum6000 array.
A list of 2 variables included in colon
:
X
: a 62-by-2000 matrix that records the gene expression data.
Used as design matrix.
y
: a binary vector of length 62 recording the sample status: 1 =
tumor; 0 = normal. Used as response vector.
The raw data can be found on Bioconductor: https://bioconductor.org/packages/release/data/experiment/html/colonCA.html.
U. Alon et al. (1999): Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissue probed by oligonucleotide arrays. Proc. Natl. Acad. Sci. USA 96, 6745-6750. https://www.pnas.org/content/96/12/6745.short.
data(colon) X <- colon$X y <- colon$y str(X) dim(X) X.bm <- as.big.matrix(X, backingfile = "") # convert to big.matrix object str(X.bm) dim(X.bm)
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