The past twenty years have witnessed the growth of DNA microarray technology and its important influence in the development of genome discovery. However, the use of transcript profiling is limited in the sense that it only measures transcript abundance at the messenger RNA level.
Studying the genome at the protein level has become the core of many research areas, and is the next step in understanding gene function. There are so many proteins that exist, that when one considers their complex relationships within any one organism, a high-throughput systematic approach for protein analysis is inevitable. Protein microarrays are gaining popularity, and are able to measure the abundance of proteins in a high-throughput manner that is similar to DNA microarrays. Because protein (3-dimensional) structures are significantly different from DNA structures, the design and statistical analysis of protein microarrays is quite different from that of DNA microarrays. To aid in the development of protein microarray technology, our ongoing work includes finding functionally consistent proteins spotted on the microarrays and detecting differentially expressed proteins.