Objective: To identify prognostic factors for revitrectomy in patients who underwent pars plana vitrectomy (PPV) for complications with proliferative diabetic retinopathy (PDR). Methods: This study was a retrospective case-control study. Clinical data of PDR patients (290 eyes) at Peking University People's Hospital from December 2019 to December 2020 were retrospectively collected.According to the number of operations, patients were divided into two groups: single PPV group (227 eyes) and revitrectomy PPV group (63 eyes). Follow-up will be conducted up to 6 months postoperatively. The BCVA was compared before and after PPV between the two groups, and postoperative complications of revitrectomy PPV group were analyzed. Quantitative data are presented as medians [M (Q1, Q3)]. Results: The age of single PPV group patients was 55.0 (47.0, 63.0), and the age of revitrectomy PPV group patients was 49.0 (38.0, 57.0). This difference was statistically significant (P=0.027). The LogMAR visual acuity of two groups were 1.7 (1.0, 2.4) and 2.1 (1.4, 2.4) (P=0.026) preoperative; the visual acuity of single PPV group was 0.75 (0.43, 1.00) (P<0.001), and revitrectomy PPV group was 0.95 (0.60, 1.65) (P<0.001) at 6 months postoperative. The visual acuity improvement of single PPV group was better than revitrectomy PPV group (P=0.021). Age (P=0.043, OR=0.97, 95%CI: 0.95-1.00), preoperative BCVA (P=0.024, OR=1.82, 95%CI: 1.08-3.05), tractional retinal detachment (TRD) (P=0.033, OR=2.16, 95%CI:1.06-4.37), silicone oil tamponade (P=0.028, OR=0.48, 95%CI: 0.25-0.92) were prognostic factors of revitrectomy. Conclusion: Young age, low preoperative BCVA, TRD, and silicon oil tamponade were the potential prognostic factors of revitrectomy for PDR patients.