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% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/data.R
\docType{data}
\name{khan}
\alias{khan}
\title{Microarray gene expression dataset from Khan et al., 2001. Subset of 306 genes.}
\format{
Khan is dataset containing the following:
\itemize{
\item{train:}{\code{\link{data.frame}} of 306 rows and 64 columns.
The training dataset of 64 arrays and 306 gene expression values}
\item{test:}{\code{\link{data.frame}}, of 306 rows and 25 columns.
The test dataset of 25 arrays and 306 genes expression values}
\item{gene.labels.imagesID:}{\code{vector} of 306 Image clone identifiers
corresponding to the rownames of train and test.}
\item{train.classes:}{\code{\link{factor}} with 4 levels "EWS",
"BL-NHL", "NB" and "RMS", which correspond to the four groups in
the train dataset}
\item{test.classes:}{\code{\link{factor}} with 5 levels "EWS",
"BL-NHL", "NB", "RMS" and "Norm" which correspond to the five
groups in the test dataset}
\item{annotation:}{\code{\link{data.frame}} of 306 rows and 8 columns.
This table contains further gene annotation retrieved from SOURCE
\url{http://SOURCE.stanford.edu} in May 2004. For each of the 306 genes,
it contains: \itemize{
\item{CloneID}{Image Clone ID}
\item{UGCluster}{The Unigene cluster to which the gene is assigned}
\item{Symbol}{The HUGO gene symbol}
\item{LLID}{The locus ID}
\item{UGRepAcc}{Nucleotide sequence accession number}
\item{LLRepProtAcc}{Protein sequence accession number}
\item{Chromosome}{chromosome location}
\item{Cytoband}{cytoband location}
}
}
}
}
\source{
\code{khan} contains a filtered data of 2308 gene expression profiles
as published and provided by Khan et al. (2001) on the supplementary
web site to their publication
OLD (site no longer found): https://research.nhgri.nih.gov/microarray/
The data was copied from the made4 package (\url{https://www.bioconductor.org/packages/release/bioc/html/made4.html})
}
\usage{
khan
}
\description{
Khan contains gene expression profiles of four types of small round
blue cell tumours of childhood (SRBCT) published by Khan et al. (2001).
It also contains further gene annotation retrieved from SOURCE at \url{http://source.stanford.edu/}.
}
\details{
Khan et al., 2001 used cDNA microarrays containing 6567 clones of which
3789 were known genes and 2778 were ESTs to study the expression of
genes in of four types of small round blue cell tumours of childhood (SRBCT).
These were neuroblastoma (NB), rhabdomyosarcoma (RMS), Burkitt lymphoma, a
subset of non-Hodgkin lymphoma (BL), and the Ewing family of tumours
(EWS). Gene expression profiles from both tumour biopsy and cell line
samples were obtained and are contained in this dataset. The dataset downloaded
from the website contained the filtered dataset of 2308 gene expression profiles as described
by Khan et al., 2001. This dataset is available from the \url{http://bioinf.ucd.ie/people/aedin/R/}.
In order to reduce the size of the MADE4 package, and produce small example datasets, the top 50 genes from the
ends of 3 axes following \code{bga} were selected. This produced a reduced datasets of 306 genes.
}
\examples{
data(khan)
summary(khan)
}
\references{
Culhane AC, et al., 2002 Between-group analysis of microarray
data. Bioinformatics. 18(12):1600-8.
Khan,J., Wei,J.S., Ringner,M., Saal,L.H., Ladanyi,M., Westermann,F.,
Berthold,F., Schwab,M., Antonescu,C.R., Peterson,C. et al. (2001) Classification and diagnostic
prediction of cancers using gene expression profiling and artificial neural networks.
Nat. Med., 7, 673-679.
}
\keyword{datasets}
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