Publicly available gene expression datasets were analyzed to develop a chromophobe and oncocytoma related gene signature (COGS) to distinguish chRCC from RO. The datasets GSE11151. GSE19982. GSE2109. https://spencertifieders.shop/product-category/phono-preamps/