In contrast, mutant BRAF, ATM, LRP1B, FAT4, FMN2, TRRAP, and ROS1 had higher stromal score (except ATM), immune score and ESTIMATE score, and the tumor purity was lower than the wild-type (Fig. 8). Here, ROS1 is linked to neoplasm.