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Microarray Analysis and Gene Expression Profiling

  

Genomics refers to the comprehensive study of genes and their function. Recent advances in bioinformatics and high-throughput technologies such as microarray analysis are bringing about a revolution in our understanding of the molecular mechanisms underlying normal and dysfunctional biological processes. Microarray studies and other genomic techniques are also stimulating the discovery of new targets for the treatment of disease which is aiding drug development, immunotherapeutics and gene therapy. In this site, we have compiled an extensive list of resources to assist reseachers interested in establishing a microarray platform and performing expression profiling experiments.

Gene expression profiling or microarray analysis has enabled the measurement of thousands of genes in a single RNA sample. There are a variety of microarray platforms that have been developed to accomplish this and the basic idea for each is simple: a glass slide or membrane is spotted or "arrayed" with DNA fragments or oligonucleotides that represent specific gene coding regions. Purified RNA is then fluorescently- or radioactively labeled and hybridized to the slide/membrane. In some cases, hybridization is done simultaneously with reference RNA to facilitate comparison of data across multiple experiments. After thorough washing, the raw data is obtained by laser scanning or autoradiographic imaging (Figure 1). At this point, the data may then be entered into a database and analyzed by a number of statistical methods.

Microarray World image of a microarray experiment

A number of issues must be addressed before establishing a microarray platform and beginning expression profiling studies, in particular, the overall cost. For a cDNA microarray platform, one must purchase a clone set, robot, printing pins and the reagents needed for DNA amplification and purification. The cost of these materials can vary significantly, but one can expect to need at least $100,000 to establish such a platform. However, once the process of printing and hybridizing microarrays has been optimized, the cost per experiment will fall dramatically. Thus, one must decide if the number of planned experiments is enough to warrant the time and cost of establishing a microarray platform. If not, it may be more prudent to seek the services of an academic microarray core facility or a commercial entity.

This website is organized into five major categories, each representing different steps of the expression profiling process. Links to useful PROTOCOLS are provided that succinctly describe the microarray process from DNA amplification to array scanning. These protocols encompass the most commonly used microarray platforms which include cDNA arrays, membrane arrays and Affymetrix gene chips. Also provided on this site are links to specific manufacturers of the INSTRUMENTS required to develop a microarray platform including robots and scanners. The SOFTWARE section of this site includes links to powerful academic and commercial programs that are useful for managing microarray data and analyzing results. Also contained within this site are links to microarray DATABASES, some of which serve as public data repositories and others that may be mined for gene expression data. Finally, the VALIDATION section includes a set of links that direct viewers to quantitative "real time" PCR resources. These include primer design programs, real time PCR primer set databases, and commercial instruments, kits and services. Collectively, these resources will greatly assist researchers in finding information related to gene expression profiling.

If you are relatively new to the microarray field, we have provided a list of literature references below that describe in detail the process of designing and performing gene expression profiling experiments. In addition, links to several discussion groups are provided in order to facilitate the process of gathering information in the microarray field.

References

Hegde P, Qi R, Abernathy K, Gay C, Dharap S, Gaspard R, Hughes JE, Snesrud E, Lee N, Quackenbush J (2000) A concise guide to cDNA microarray analysis. Biotechniques 3, 548-554. [PUBMED]

Schena M, Shalon D, Davis RW, Brown PO (1995) Quantitative monitoring of gene expression patterns with a complementary DNA microarray. Science 270, 368-371. [PUBMED]

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