Gene arrays are solid supports upon which a
collection of gene-specific nucleic acids have been placed at
defined locations, either by spotting or direct synthesis. In
array analysis, a nucleic acid-containing sample is labeled and
then allowed to hybridize with the gene-specific targets on the
array. (In the literature, the term "target" can refer to either
the nucleic acids attached to the array or the labeled nucleic
acid of the sample. In this article, the nucleic acids attached
to arrays are called "targets," whereas the labeled nucleic acids
comprising the sample are called "probes.") Based on the amount
of probe hybridized to each target spot, information is gained
about the specific nucleic acid composition of the sample. The
major advantage of gene arrays is that they can provide information
on thousands of targets in a single experiment.
Currently the solid supports upon which nucleic
acids are arrayed are either glass slides or nylon membranes.
Typically, fluorescently labeled probes are used with glass arrays,
while radiolabeled probes are used with membranes. Depending
on the type of array, the arrayed nucleic acids may be composed
of oligonucleotides, PCR products or cDNA vectors or purified
inserts. The sequences may represent entire genomes and may include
both known and unknown sequences or may be collections of sequences
such as apoptosis-related genes or cytokines. Many pre-made and
custom arrays are available from commercial manufacturers although
many labs prepare their own arrays with the help of robotic arrayers.
The methods of probe labeling, hybridization, and detection depend
on the solid support to which the sequences are bound.
Many terms exist for naming gene arrays, including
biochip, DNA chip, GeneChip® (a registered trademark of Affymetrix,
Inc.), DNA array, microarray and macroarray. Generally when biochip,
DNA chip or GeneChip is used, it refers to arrays on glass supports.
Microarray and macroarray may be used to differentiate between
spot size or the number of spots on the support. Gene arrays
may be used for sequence identification (e.g. mutation analysis)
or differential expression analysis of two or more RNA samples.
This discussion will focus on the use of arrays for expression
analysis.
Gene Arrays for Expression Analysis Gene arrays
have become a powerful approach for comparing complex sample
RNA populations. Using array analysis,
the expression profiles of normal and tumor tissues, treated
and untreated cell cultures, developmental stages of an organism
or tissue, and different tissues can be compared. A typical gene
array experiment involves:
- Isolating RNA from the samples to
be compared
- Converting the RNA samples to labeled
cDNA via reverse transcription; this step may be combined
with aRNA amplification
- Hybridizing the labeled cDNA to identical
membrane or glass slide arrays
- Removing the unhybridized cDNA
- Detecting and quantitating the hybridized
cDNA, and
- Comparing the quantitative data from
the various samples
Some array manufacturers offer custom analysis
services and may perform the probe labeling and hybridization
reactions as a service.
Nylon Membrane Arrays
Nylon membrane arrays are
typically hybridized with 33P-dNTP labeled probes and analyzed by a phosphorimager
along with the appropriate software. A different array must be
used for each sample analyzed. A typical experiment involves
isolating RNA from two tissue or cell samples. The RNAs are reverse
transcribed using labeled nucleotides and target specific, oligo
dT, or random-sequence primers to create two labeled cDNA populations.
The two cDNAs are hybridized to two identical arrays. After washing,
the hybridized signal on each array is detected and analyzed.
The signal emitting from each gene-specific spot is compared
between the populations. Genes expressed at different levels
in two samples generate different amounts of labeled cDNA and
this results in spots on the array with different amounts of
signal.
Glass Slide Arrays
Glass
slide arrays analysis involves the same steps, but rather than
labeling with isotopes during reverse
transcription, probes for glass arrays are labeled with two distinct
fluorescently labeled nucleotides and both probes are hybridized
to the same array. Typically, one sample RNA is labeled with
Cyanine 3-dNTP (Cy3) and the other with Cyanine 5-dNTP (Cy5).
Each dye produces different color fluorescence. The two labeled
RNA populations are hybridized to one glass slide and scanned
using a fluorescent imager. GeneChip
Affymetrix's
GeneChips are glass slide arrays manufactured using special
photolithographic methods and combinatorial
chemistry, which allow the oligonucleotide spots to be synthesized
directly onto the array substrate. The analysis procedure specifies
that the RNA samples are converted to biotin-labeled cDNA, and
each sample is hybridized to a separate GeneChip. The hybridized
cDNA is then stained with a streptavidin-phycoerythrin conjugate
and visualized with an array scanner.
Data
Analysis
Where once the bottleneck in gene
expression analysis was the benchwork, with array analysis,
it is the computer work. Because a single array experiment
can generate thousands of data points, the primary challenge
of the technique is making sense of the data. Many commercial
companies provide image analysis software, including BioDiscovery
(ImaGene) and Imaging Research (ArrayVision). Furthermore,
many array manufacturers offer software specifically for
the analysis of their arrays and offer the analysis as
a service.
For membrane array analysis, a file of the
data is generated by phosphoimaging and that file is then analyzed
using software. The software will correlate spots to genes and
can compare spot intensities for differential expression studies.
Glass array data is treated in much the same
way, but the image's fluorescence is scanned and the software
allows detection of each samples' fluorescence individually or
simultaneously for analysis. Most software packages can analyze
several arrays simultaneously.
Validation
Differences in expression of specific
sequences are often validated by another method of analysis
such as RT-PCR,
Northern analysis or nuclease protection assays. These same
methods can be used for relative or absolute quantitation of
specific
messages of interest identified by array analysis.
Useful Web Sites to Visit
Academic Sites
The
Brown Lab
Other Sites
www.gene-chips.com
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