Renal cell carcinoma is abbreviated as renal carcinoma, and its clinical symptoms are basically hematuria, lumbago, and abdomen bump. As people’s lifestyles change, the incidence of renal carcinoma continues to rise due to factors such as smoking and obesity. At present, surgical treatment is mostly used in clinical practice. Traditional open radical nephrectomy (ORN) is one of the main methods for clinical treatment of renal carcinoma. However, due to its large wound and large amount of intraoperative blood loss, the renal function of patients after surgery is poor, which is not conducive to the postoperative recovery of patients. Retroperitoneal laparoscopic radical nephrectomy (RLRN) has been widely used in the surgical treatment of renal cancer due to its advantages of small wound, less bleeding, and rapid recovery. The purpose of this study was to investigate the efficacy of RLRN in the treatment of renal cancer patients and its effect on renal function and to analyze the related factors affecting postoperative recurrence of patients. We adopt ORN and RLRN, two kinds of treatment, in patients with renal cancer surgery way, contrast analysis of the two groups of operation time, intraoperative blood loss, postoperative intestinal function recovery time, drainage tube indwelling time, length of hospital stay, and other clinical indicators and renal function indexes and use the single factor analysis and multifactor analysis, the relevant factors that affect kidney cancer patients with postoperative recurrence. The results showed that, compared with ORN treatment, RLRN treatment of renal cancer patients has a short operation time, less trauma, quick recovery after surgery, and fewer complications and can effectively alleviate the renal function injury and the body’s inflammatory response, which is worthy of promotion. Postoperative recurrence was related to age, tumor diameter, TNM stage, surgical method, and postoperative immunotherapy.