Cross species transcriptome analysis can be a powerful tool for identifying rare disease genes. By looking at the transcriptome of a variety of species, including humans, it is possible to identify genes that are differentially expressed in the diseased state. This can help to identify both disease-causing genes and genes that are involved in the disease process.