After performing radical surgery, specimens were collected within 30 minutes and immediately preserved in a −195.79ºC liquid nitrogen container. Total RNAs of UTUC tumor part and non-tumor part tissues were extracted using Trizol® Reagent. RNA libraries were prepared for sequencing using standard Illumina protocols