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Page 6 of 10               Mari et al. Mini-invasive Surg 2024;8:7  https://dx.doi.org/10.20517/2574-1225.2023.103

               Table 2. Perioperative and pathologic characteristics of 1,611 patients treated with partial nephrectomy for RCC
                                              Perioperative characteristics (n = 1,611)
                Pedicle clamping          ● Off-clamp                                   217     13.5%
                                          ● On-clamp                                    1,394   86,5%
                                          ● Warm ischemia time, median IQR              16      10-21
                Surgical access           ● Retroperitoneal                             138     8.5%
                                          ● Transperitoneal                             1,473   91.5%
                SIB score                 ● 0-2                                         1,129   70.1%
                                          ● 3-4                                         468     29.0%
                                          ● 5                                           14      0.9%
                Histotype                 ● Clear cell RCC                              1,134   70.4%
                                          ● Papillary RCC                               314     19.5%
                                          ● Chromophobe RCC                             148     9,2%
                                          ● Unclassified RCC                            2       0.1%
                                          ● Other renal tumors                          175     10.9%
                Pathological T stage      ● pT1a                                        1,190   73.9%
                                          ● pT1b                                        496     29.1%
                                          ● pT2                                         31      1.9%
                                          ● pT3a                                        117     7.3%
                Nucleolar grading G1-G4                                                 2       2-3
                Positive surgical margins                                               109     6.7%

               RCC: Renal cell carcinoma; IQR: interquartile ranges; SIB: surface, intermediate, base.


               Table 3. Multivariable analysis to predict the risk of positive surgical margins in 1611 patients treated with partial nephrectomy for
               RCC
                                                                Model 1                   Model 2
                               Variable               OR    95%CI        P      OR    95%CI        P
                Imperative indication                 6.06  2.58-14.22  < 0.001  6.81  2.32-17.69  < 0.001
                SIB > 2                               2.37  1.43-3.92  0.001    2.29  1.51-3.48  < 0.001
                Off-clamp tumor resection             3.00  1.41-6.39  0.004    2.64  1.26-5.53  0.01
                Age                                   1.01  0.99-1.02  0.14     1.01  0.98-1.02  0.28
                ASA score (cont. variable)            1.11  0.82-1.50  0.47     1.64  0.78-1.62  0.54
                PADUA score                           1.10  1.03-1.17  0.006    -     -          -
                Collecting system tumor compression   -     -          -        1.34  1.09-2.84  0.001
                Tumor diameter (cont. variable)       -     -          -        1.09  0.84-1.49  0.36

               RCC: Renal cell carcinoma; OR: odds ratio; SIB: surface, intermediate, base; ASA: American Society of Anesthesiologists; PADUA: preoperative
               aspects and dimensions used for an anatomical.


               Surgical indications allow for the classification of cases based on the necessity and background of the
               surgical procedure. They range from elective, for standard cases of unilateral RCC, to imperative, in more
               pressing situations such as bilateral tumors or when dealing with a solitary kidney . In the multivariable
                                                                                      [18]
               assessment, imperative surgical indications registered a substantial OR of 6.06 (P < 0.001), underscoring its
               indispensable role in shaping surgical outcomes.

               The PADUA Classification, which offers a gradation system for nephrometric complexity of renal tumors, is
                                                         [19]
               an instrumental determinant for surgical planning . PADUA score was significantly associated with PSMs.
               This aspect has already been underscored in other multicentric cohorts , highlighting the necessity for
                                                                             [20]
               careful management due to the higher risk associated with complex masses. To better evaluate which
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