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Molecular Profiling | |
The field of functional genomics seeks to annotate genomic sequence with
assignments of gene and regulatory element identities and locations, RNA
variants and expression levels, and protein variants, abundance and
interactions. As functional annotations accumulate, detailed and in-depth
studies of specific genes and their products can be placed into a genomic
context to reveal the molecular systems in which biological processes occur.
In turn, those systems and processes can be studied using functional genomics
techniques to identify the genes important for their regulation. One such
technique is transcript profiling, the parallel quantitation of RNA abundance
for thousands of genes. Transcript profiling can be open-ended, using methods
that do not rely on previous knowledge of gene sequences, or closed to a
defined set of probes for known RNAs. There are also ways to combine both
approaches by starting with an open-ended functional enrichment of transcribed
sequences and using them to create probe collections for further profiling
before determining their identities.
DNA microarrays have become an established method for generating transcript
profiles using probe collections. Like northern blot probes, microarray probes
have a known (or knowable) sequence and concentration, but are immobilized in
an array on a surface substrate at defined locations. Probes may be PCR
products from cDNA clones, long oligomers that are pre-synthesized and then
printed as an array, or short oligomers synthesized directly on the array
substrate. The target, derived from a complex pool of known and unknown RNAs
at unknown concentrations, is labeled with a detection reagent and hybridized
to the microarray of probes. Quantitation of the resulting signal from each
probe + target reveals the relative RNA abundance for each targeted gene.
Affymetrix GeneChips are commercially available microarrays appropriate for
transcript profiling of samples from a number of species. Probe sequences are
chosen from the public UniGene databases and synthesized by photolithography
directly on the array surface. Depending on the array type, eleven to twenty
independent probes are chosen for each unique UniGene accession and
synthesized as 25 nucleotide oligomers. A mismatch probe, identical to the
perfect match sequence except for a single incorrect base in the middle of the
oligomer, is synthesized adjacent to the perfect match probe feature.
Hybridization conditions and probe compositions are such that the target
sequence should hybridize to the perfect match but not the mismatch probe.
Signals from the mismatch features are subtracted from the perfect matches as
background or non-specific binding, or in cases of excessive background the
gene is labeled as undetected. Separate analysis algorithms are used to make a
detected/not detected call and assign a quantitative signal for each targeted
gene. Confidence values for the detection calls are based on performance
consistency across all the probes synthesized for each gene. Affymetrix
maintains databases of target and probe sequences, annotations, and
documentation that are readily available to GeneChip users (see
www.affymetrix.com).
The GeneChip manufacturing strategy can place nearly 500,000 features, each 18
microns across, in an area of about 1 sq. cm. New version GeneChips are now
available with 11 micron features and over one million probes per array. The
microarray is enclosed in a cassette that contains hybridization, wash and
stain solutions and provides a window for scanning. RNA samples to be assayed
are converted to cDNA, linearly amplified by in vitro transcription (IVT) that
incorporates biotinylated nucleotides, fragmented and hybridized to the
microarray. Low and high stringency washes are followed by staining with
streptavidin-phycoerythrin and biotinylated anti-streptavidin. A confocal
laser scanner quantitates fluorescence emission at each feature, and the
average signal from two consecutive scans is computed.
Custom designed arrays can be printed on nylon membranes or coated glass
slides. Probe collections were at first PCR amplification products from cDNA
templates, but now can include PCR products from BACs, 60-70mer
oligonucleotides, or shorter derivitized oligomers that specifically attach to
coated surfaces. Robotic printers routinely create 150-micron features on
glass substrates and can accurately place more than 20,000 features on a
substrate the size of a microscope slide. Target pools can be radiolabeled for
hybridization to membrane arrays or be directly or indirectly (with or without
IVT amplification) labeled with fluorescent dyes for competitive hybridization
to glass microarrays. In the latter case, two target samples are separately
labeled with Cy3 or Cy5 dye, combined equally in one hybridization, and the
fluorescence ratio at each feature is detected by a dual channel scanner.
Affymetrix GeneChips offer the highest probe densities currently available,
targeting all or nearly all known expressed genes for several organisms with
multiple probes per gene. The platform is consistent and robust, and provides
fast turnaround from RNA to data. GeneChips are expensive, usually costing
$375-$425 per array (single use), not including target preparation. Probe
design is controlled by Affymetrix and relies on public sequence compilations,
although previous design errors have prompted more extensive quality control
for probe picking. GeneChips can be customized from existing probe sets or
using a client�s target sequences, but the setup charges and bulk purchasing
requirements make this appropriate only for high volume applications. Glass
slide microarrays printed in-house are highly flexible, both for probe
composition and target labeling strategies. Per-assay costs (not including
probe set development) are cheap; commercial glass substrates are less than
$15 each and two samples can be labeled and tested on one array for
one-quarter the cost of a single GeneChip. Producing probe sets is costly
and/or laborious. If probes are PCR products, an assembly line of library
management, plasmid propagation, PCR amplification and probe quality control
must be constructed. Commercial oligomer sets offer the advantage of skipping
these steps, but require a large initial investment for probe synthesis
although the yield is usually sufficient for creating thousands of
microarrays. Many transcript profiling projects have adopted a strategy of
screening key samples with GeneChips, then using a liberal collection of
candidates to develop a focused glass slide microarray for profiling more
treatments, time points or replicates.
The Penn Microarray Facility provides instrumentation and expertise for RNA
transcript profiling. The Facility primarily supports two microarray formats:
oligonucleotide arrays synthesized by Affymetrix and arrays of cDNAs or
oligomers printed in-house on glass slides. This reflects our goal of offering
a range of cost and performance options suitable for a variety of experimental
questions. Researchers from the University and its affiliated institutions are
invited to utilize the Microarray Facility as part of their functional
genomics efforts, and projects from non-affiliated institutions will be
considered by special arrangement. All projects are initiated only after
consultation with the facility director; this ideally occurs during the
experimental design stage to ensure maximal and meaningful results. Array ExamplesThis Affymetrix GeneChip contains oligomer probes for more than 12,000 mouse genes arrayed on a surface of about one square centimeter. Each gene is represented as a set of up to 20 independent oligomers, synthesized by photolithography at 20 different locations or features throughout the array. Every probe is accompanied by a mismatch oligomer to detect background or cross-hybridization, synthesized in a feature adjacent to the perfect match probe. An estimate of the total number of features in this image, therefore, is 12,000 genes X 40 paired probes, or 480,000 features not counting control genes and markers.
This view of a portion of the Affymetrix Mouse GeneChip is centered on a grid
of 16x16 features. Each feature is 20 micrometers across, about one-fourth the
width of a human hair. The grid is surrounded by probe pairs for mouse genes;
note that the upper perfect match probe usually gives much greater
hybridization signal than its mismatch counterpart directly beneath. A composite image of a probe microarray printed on a glass microscope slide. PCR fragments were deposited in 1 nl aliquots, producing features about 120 microns in diameter. These probes were used for competitive hybridization of two samples, one labeled with the dye Cy3 and the other Cy5. The ratio of labeled target hybridizing to each probe is reflected by its color: more green means higher amounts of the targeted RNA in sample 1, more red for greater abundance in sample 2, and yellow for equivalent amounts in both samples.
Apo E Genotyoping Donor Lymphocyte Infusion Analysis Strategy of Donor Lymphocyte Infusion Analysis Examples of Donor Lymphocyte Infusion Analysis Gene Therapy with Avigen Vector AAV-mediated gene transfer to patient fluids can be demonstrated by PCR amplification of vector sequences present in DNA extracted from the specimen. Following DNA extraction to isolate DNA and to remove PCR inhibitors, DNA is amplified using primers that are specific for the vector sequences. Amplification products are analyzed by agarose gel electrophoresis and visualized by ethidium bromide staining. Example of Gene Therapy w/Avigen Vector STR (short tandem repeat) loci consist of short, repetitive sequence elements of 3 to 7 base pairs in length. These abundant repeats are well distributed throughout the human genome and are a rich source of highly polymorphic markers which often may be detected using polymerase chain reaction. Alleles of these loci are differentiated by the number of copies of the repeat sequence contained within the amplified region and distinguished from one another using fluorescence detection following electrophoretic separation. T Cell Receptor V Analysis (CDR3
Spectratyping) |