Scientists routinely lecture and write about gene expression and the abundance of transcripts, but in reality, they extrapolate this information from a variety of measurements that different technologies may provide. Indeed, there are many reasons that applying different technologies to transcript abundance may give different results. This may result from an incomplete understanding of the gene in question or from shortcomings in the applications of the technologies.