DDX31 interacts with and co-localizes with the NPM1 protein in the nucleolus of kidney cancer cells, regulating the p53 pathway and rRNA gene transcription, thereby playing a key role in tumorigenesis and progression of kidney cancer 44. Here, NPM1 is linked to kidney cancer.