It is necessary, therefore, to identify the cellular subtypes in normal vs. Pkd1-mutant collecting ducts, and to systematically investigate the gene expression profiles (i.e., transcriptomes) of those cellular subpopulations during cyst initiation and progression, as we have done in this study. The gene discussed is PKD1; the disease is cyst.