Sample labeling: an overview.

It is not easy to write a critical review of the methods available for labeling RNA and DNA "extracts" for microarray studies. There are a number of reasons for this: Suppliers of the reagents and kits used for this purpose do research and development, quality control, and validation and then they provide a hard-wired, "optimized" product. They often give few details about the compositions of these products, are inclined to put the best face they can on what they sell and gloss over any deficiencies, and have no interest in paying for direct comparisons of their product to those of other companies. These comparisons can be expensive to perform, and there are few good examples in the literature. When comparative experiments have been done, it is not clear that each of the individual methods tested was executed with equal proficiency. Many experiments can be required to determine how best to hybridize any given labeled extract to a particular array and how to block, wash, and postprocess (e.g., stain) the array so that the signal-to-noise ratio is maximized. In addition, authors of comparative studies used different arrays, technical protocols (some of which are out of date), experimental designs, and analyses. Finally, some new techniques, which seem quite promising, have been employed so little that their strengths and shortcomings are difficult to assess.