To fill the gap, herein, we examined clinical samples, including tumor and matched non-tumor biopsies and sera, collected from pretreated patients with ccRCC and investigated the role of IL-1β and complex molecule contexture elicited by IL-1β in ccRCC. Here, IL1B is linked to nonpapillary renal cell carcinoma.