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Canadian Urological Association Journal logoLink to Canadian Urological Association Journal
. 2015 Jan-Feb;9(1-2):39–45. doi: 10.5489/cuaj.2303

The association between renal tumour scoring system components and complications of partial nephrectomy

Darren Desantis *, Luke T Lavallée *, Kelsey Witiuk , Ranjeeta Mallick , Fadi Kamal *, Dean Fergusson , Christopher Morash *, Ilias Cagiannos *, Rodney H Breau *,
PMCID: PMC4336028  PMID: 25737754

Abstract

Introduction:

We evaluate the associations between 3 renal tumour scoring systems and their components with perioperative complications of partial nephrectomy.

Methods:

A consecutive cohort of partial nephrectomy patients was analyzed. Patient characteristics were abstracted from medical records. PADUA scores (preoperative aspects and dimensions used for anatomic classification), RENAL (radius exophyic/endophytic nearness anterior/posterior location scoring) nephrometry scores, and Centrality index (C-index) were determined from preoperative axial images by 2 independent reviewers. Cases were evaluated for postoperative complications up to 30 days after surgery. Pre-specified complication definitions were used for 33 potential medical and surgical complications. Unadjusted and adjusted associations between overall scores, individual components, and complications were determined using log binomial regression.

Results:

In total, 118 patients were included in the study. Of these, 36 (30.5%) surgical complications occurred in 27 (22.9%) patients. Fourteen (11.9%) were Clavien grade ≥3. Overall PADUA score was significantly associated with surgical and overall complications after adjusting for potential confounders. Among all components of the 3 scoring systems, only tumour diameter and exophytic/endophytic nature of the tumour were significantly associated with complications after adjusting for the other components of the respective scoring system (p < 0.05).

Conclusions:

Renal tumour scoring systems may help predict the risk of complications after partial nephrectomy. Further refinement of current systems is required. A first step would be to include only components that are significantly associated with complications.

Introduction

Partial nephrectomy for small renal tumours is preferred to radical nephrectomy because the procedure preserves renal function with comparable oncologic outcomes.14 However, partial nephrectomy is associated with a higher risk of perioperative complications compared to radical nephrectomy; therefore, choosing which procedure to perform should be based on balancing risks and benefits for individual patients.5,6

Three different scoring systems have been proposed to objectively characterize renal tumours from cross-sectional imaging: RENAL Nephrometry Score (RENAL), PADUA Score (PADUA), and Centrality index (C-index).79 The RENAL and PADUA systems assign a score to individual tumour characteristics, which are summed to determine an overall score and risk group. The C-index method uses tumour size and proximity to the centre of the kidney to calculate a number that represents tumour complexity. Thus far, renal tumour scoring systems have been related to treatment choices, ischemia time, postoperative renal function, histologic aggressiveness, and complications.1018 To the best of our knowledge no study has successfully related the 3 scoring systems and their individual components to postoperative complications.

Despite potential benefits, many surgeons may not use these systems in clinical practice because calculating tumour scores take time and the advantage of these systems over clinical judgment is unknown. Indeed, some tumour factors may be more important to predict surgical risk and a more parsimonious scoring model may have similar performance.18 The objective of this study was to apply the scoring systems to a cohort of patients receiving partial nephrectomy and to determine associations between overall scores and individual component scores with postoperative complications.

Methods

Institutional ethics board approval was obtained to review patients who received partial nephrectomy at The Ottawa Hospital. We recorded patient characteristics, including age, gender, preoperative and postoperative renal function, diabetes, hypertension, smoking history, and heart disease. The most recent preoperative axial imaging (computed tomography [CT] or magnetic resonance imaging [MRI]) was reviewed by 2 independent physicians (DD, LL) and tumour characteristics were recorded as defined by each of the 3 tumour scoring systems (RENAL, PADUA, C-index).

Tumour characteristics

Each component of the 3 scoring systems was recorded individually. These tumour features were then used to calculate overall scores. RENAL score includes: tumour size (R), exophytic/endophytic (E), nearness to collecting system/renal sinus (N), anterior/posterior location (A), and location relative to polar lines (L).7 PADUA score includes: tumour diameter, location relative to polar lines, anterior/posterior location, medial/lateral location, collecting system association, renal sinus association, and exophytic/endophytic extent.8 RENAL and PADUA scores include some of the same tumour components, however they differ in their definitions of some components (e.g., location relative to polar lines). C-index is a calculation based on measurements from axial imaging, including tumour size and position relative to the centre of the kidney (centrality).9 More detailed descriptions of the scoring systems can be found in the original articles.79

Study outcomes

Complications within 30 days of surgery were abstracted from operative reports, discharge summaries, follow-up visits, postoperative imaging, and laboratory investigations. Complications were divided into surgical and medical (non-surgical) and classified according to the Clavien system.19 Predefined surgical complications included death, surgical re-exploration, conversion to open, bleeding necessitating transfusion, urine leak, dialysis, lymphocele, pyelonephritis, perinephric abscess, retroperitoneal hematoma, wound infection, urinary tract infection, pneumothorax, pseudoaneurysm, and bowel perforation. Medical complications included cardiovascular (new-onset hypertension, angina, myocardial infarction, new onset arrhythmia, congestive heart failure), pulmonary (symptomatic atelectasis, pneumonia, respiratory failure), thromboembolic (deep vein thrombosis, pulmonary embolism, cerebrovascular accident), gastrointestinal (ileus, clostridium difficile infection, pancreatitis), and metabolic (hyperkalemia, rhabdomylosis).

Statistical analysis

A univariable log binomial regression analysis was performed to determine the association between patient, operative, and tumour characteristics with postoperative surgical, medical, and overall (surgical and medical) complications. Baseline patient characteristics used for analysis included age, gender, diabetes, hypertension, heart disease, and smoking history. Operative characteristics included kidney laterality, surgical approach, ischemia time, and estimated blood loss. Tumour characteristics included RENAL nephrometry score and risk groups, PADUA score and risk groups, and C-index score. In addition, the association between each component of each scoring system and complications was evaluated.

A multivariable analysis was performed to determine the association between each renal tumour scoring system overall score and complications, while adjusting for patient factors that were statistically significantly associated with the outcome of interest in univariable analysis. A second multivariable analysis was performed to determine the association between the individual components of each renal tumour scoring system with surgical complications, while adjusting for the other components of the respective scoring system. Associations were reported as relative risks with 95% confidence intervals. SAS software version 9.4 for Windows was used for analyses (SAS Institute, Cary, NC).

Results

In total, 118 patients were included in this analysis (Table 1). A total of 36 (30.5%) surgical complications occurred in 27 (22.9%) patients. Fourteen (11.9%) were Clavien grade ≥3 (Table 2).19 No deaths occurred. The most common surgical complication was bleeding necessitating transfusion, which occurred in 10 (8.5%) patients. There were 49 (41.5%) medical complications recorded in 37 (31.4%) patients, of which 4 (3.4%) were Clavien grade ≥3 (Table 2). The most common medical complication was atelectasis, occurring in 14 (11.7%) patients.

Table 1.

Patient, operative and tumour characteristics

Demographics N (SD or %)
Patient characteristics
Age (years) 61.4 (12.57)
Sex
  Male 60 (50.8%)
  Female 58 (49.2%)
Diabetes 18 (15.3%)
Hypertension 64 (52.4%)
Heart disease 38 (32.2%)
Smoking history 66 (55.9%)
Operative characteristics
Kidney
  Right 54 (45.8%)
  Left 64 (54.2%)
Surgical approach
  Open 97 (82.2%)
  Laparoscopic 21 (17.8%)
Estimated blood loss (cc) 326 (553)
Tumour characteristics
Tumour location
  Anterior 48 (40.7%)
  Posterior 44 (37.3%)
  Indeterminate 26 (22%)
Tumour diameter (cm) 2.64 (1.38)
Positive margin 4 (3.4%)
Tumour pathology
  Malignant 90 (76.3%)
  Benign 28 (23.7%)
RENAL nephrometry score (mean) 6.7 (1.58)
PADUA score (mean) 8.5 (1.52)
C-index (mean) 3.8 (2.00)

AS: active surveillance; PSA: prostate-specific antigen; PSAD: PSA density;

IQR: interquartile range; 5ARI: 5-alpha reductase inhibitor; DRE: digital rectal exam; TRUS: transrectal ultrasound.

Table 2.

Description of surgical and medical complications in a cohort of 118 patients receiving partial nephrectomy. Clavien ≥3 complications are indicated.19

Complication Any Clavien grade, N (%) Clavien grade ≥3, N (%)
Surgical complications 36 (30.5%) 14 (11.9%)
  Transfusion 10 (8.5%)
  Hemodialysis 5 (4.2%) 5 (4.2%)
  Retroperitoneal hematoma 5 (4.2%) 2 (4.2%)
  Urine leak 4 (3.4%) 3 (2.5%)
  Urinary tract infection 4 (3.4%)
  Wound infection 2 (1.7%)
  Pseudoaneurysm 2 (1.7%) 2 (1.7%)
  Pyelonephritis 1 (0.8%)
  Perinephric abcess 1 (0.8%) 1 (0.8%)
  Pneumothorax 1 (0.8%)
  Bowel perforation 1 (0.8%) 1 (0.8%)
  Re-exploration
  Conversion to open procedure
  Lymphocele
  Death
Non-surgical complications 49 (41.5%) 4 (3.4%)
  Atelectasis 14 (11.7%)
  Hypertension 13 (11.0%)
  Ileus 5 (4.2%)
  Hyperkalemia 5 (4.2%)
  Arrhythmia 3 (2.5%)
  Congestive heart failure 3 (2.5%) 3 (2.5%)
  Pneumonia 3 (2.5%)
  Angina 1 (0.8%)
  Myocardial infarction 1 (0.8%) 1 (0.8%)
  Clostridium difficile infection 1 (0.8%)
  Pulmonary embolism
  Respiratory failure
  Deep vein thrombosis
  Pancreatitis
  Rhabdomylosis

We recorded associations between patient, surgical, and tumour factors with surgical, non-surgical, and overall complications (Table 3). Factors significantly associated with surgical complications included increased age (RR 1.02, 95% CI 1.00–1.05, p = 0.03), increased total ischemia time (RR 1.03, 95% CI 1.00–1.05, p = 0.03), increased RENAL score per 1 unit (RR 1.25, 95% CI 1.01–1.55, p = 0.04), and increased PADUA score per 1 unit (RR 1.37, 95% CI 1.11–1.69, p = 0.004). Overall PADUA score was significantly associated with Clavien ≥3 complications (RR 1.39 95% CI 1.05–1.84, p = 0.02). C-index was not significantly associated with surgical (p = 0.32), non-surgical (p = 0.74) or overall (p = 0.82) complications. A statistically significant difference was also noted in high versus low complexity RENAL risk groups (RR 3.63, 95% CI 1.34–9.81, p = 0.01) and high versus moderate risk groups (RR 2.75, 95% CI 1.11–6.81, p = 0.004). Similar associations were observed for the PADUA risk groups; however, these were not statistically significant. The presence of preoperative diabetes (RR 1.79, 95% CI 1.02–3.12, p = 0.04) and longer total ischemia time (RR 1.02, 95% CI 1.00–1.04, p = 0.01) were associated with non-surgical complications. RENAL, PADUA, and C-index scores were not significantly associated with medical complications. Patient age (RR 1.02, 95% CI 1.00–1.03, p = 0.02), longer total ischemia time (RR 1.01, 95% CI 1.01–1.02, p = 0.002), RENAL score (RR 1.11, 95% CI 1.00–1.24, p = 0.05), and PADUA score (RR 1.16, 95% CI 1.04–1.30, p = 0.01) were significantly associated with overall complications.

Table 3.

Associations between patient, operative, and tumour characteristics with postoperative complications of partial nephrectomy at 30 days

Postoperative complications by 30 days
Surgical Medical (non-surgical) Overall Clavien ≥3

Variable RR (95% CI) p value RR (95% CI) p value RR (95% CI) p value RR (95% CI) p value
Age (years) 1.02 (1.00–1.05) 0.03 1.01 (0.99–1.04) 0.23 1.02 (1.00–1.03) 0.02 - -

Gender (F vs. M) 0.58 (0.25–1.32) 0.19 0.97 (0.55–1.72) 0.92 0.77 (0.50–1.19) 0.24 - -

Diabetes 0.69 (0.23–2.07) 0.51 1.79 (1.02–3.12) 0.04 1.45 (0.98–2.14) 0.06 - -

Hypertension 1.23 (0.62–2.41) 0.55 1.56 (0.88–2.75) 0.13 1.38 (0.94–2.03) 0.10 - -

Heart disease 1.45 (0.75–2.81) 0.27 1.14 (0.66–1.98) 0.64 1.29 (0.89–1.85) 0.17 - -

Smoking 1.15 (0.58–2.25) 0.69 1.29 (0.74–2.26) 0.36 1.29 (0.88–1.90) 0.20 - -

Kidney (L vs. R) 0.78 (0.40–1.52) 0.47 1.76 (0.98–3.16) 0.06 1.20 (0.82–1.74) 0.35 - -

Approach (Lap vs. Open) 0.80 (0.31–2.08) 0.65 0.26 (0.07–1.01) 0.05 0.53 (0.26–1.07) 0.08 - -

Ischemia time (per minute) 1.03 (1.00–1.05) 0.03 1.02 (1.00–1.04) 0.01 1.01 (1.01–1.02) 0.002 - -

C-index decrease 1.11 (0.90–1.42) 0.32 1.02 (0.89–1.17) 0.74 1.01 (0.91–1.12) 0.82 1.04 (0.81–1.35) 0.76

RENAL nephrometry score (unit) 1.25 (1.01–1.55) 0.04 1.07 (0.91–1.25) 0.41 1.11 (1.00–1.24) 0.05 1.23 (0.92–1.64) 0.17

RENAL nephrometry risk groups

Moderate vs. low 1.32 (0.64–2.73) 0.46 - - 1.34 (0.89–2.00) 0.16 - -

High vs. low 3.63 (1.34–9.81) 0.01 - - 1.63 (0.69–3.89) 0.27 - -

High vs. moderate 2.75 (1.11–6.81) 0.03 - - 1.22 (0.53–2.80) 0.64 - -

PADUA score (unit) 1.37 (1.11–1.69) 0.004 1.06 (0.90–1.24) 0.50 1.16 (1.04–1.30) 0.01 1.39 (1.05–1.84) 0.02

PADUA Risk Groups

Moderate vs. low 1.21 (0.45–3.22) 0.71 - - 1.31 (0.77–2.21) 0.32 - -

High vs. low 2.33 (0.92–5.86) 0.07 - - 1.62 (0.96–2.73) 0.07 - -

High vs. moderate 1.93 (0.94–3.95) 0.07 - - 1.24 (0.84–1.82) 0.29 - -

RENAL risk groups (RENAL Score: Low 4–6, Moderate 7–9, High 10–12); PADUA risk groups (PADUA Score: Low 6–7, Moderate 8–9, High ≥10)

F: female; M: male; PADUA: Preoperative aspects and dimensions used for anatomic classification; RENAL: radius exophyic/endophytic nearness anterior/posterior location scoring; CI: confidence interval.

In univariable analysis, individual score components (tumours >4 cm, endophytic tumours, and tumours near the collecting system and renal sinus) were significantly associated with increased surgical complications (Table 4). After adjusting for the other components in the respective scoring systems (Table 4, Fig. 1, Fig. 2), tumour size >4 cm and endophytic tumours remained significantly associated with surgical complications. The location of the tumour relative to the polar lines (by both RENAL and PADUA definitions) showed an inverse association with surgical complications.

Table 4.

Association between individual score components and postoperative complications of partial nephrectomy at 30 days

Postoperative complications by 30 days
Surgical Medical (non-surgical) Overall (surgincal + medical) Surgical*
Variable RR (95% CI) p value RR (95% CI) p value RR (95% CI) p value RR (95% CI) p value
RENAL NEPHROMETRY SCORE COMPONENTS
R – Radius of tumour
>4 to <7 cm vs. ≤4 cm 1.82 (0.87–3.81) 0.11 0.56 (0.20–1.62) 0.29 1.02 (0.60–1.73) 0.94 2.53 (1.04–6.10) 0.04
E – Exophytic/Endophytic
<50% vs. ≥50% exophytic 1.99 (0.86–4.60) 0.11 1.06 (0.60–1.89) 0.83 1.41 (0.91–2.16) 0.12 2.33 (1.00–5.47) 0.05
Entirely endophytic vs. <50% exophytic 1.84 (0.64–5.28) 0.26 1.59 (0.56–4.50) 0.38 1.38 (0.75–2.53) 0.30 2.19 (0.65–7.32) 0.20
Entirely endophytic vs. ≥50% exophytic 3.67 (1.07–12.55) 0.04 1.69 (0.57–4.99) 0.34 1.94 (0.99–3.82) 0.05 5.11 (1.21–21.64) 0.03
N - Nearness (mm)
5–6 vs. ≥7 2.28 (0.84–6.19) 0.11 1.14 (0.49–2.67) 0.77 1.43 (0.83–2.49) 0.20 2.05 (0.77–5.49) 0.15
≤4 vs. ≥7 2.14 (0.95–4.81) 0.06 1.29 (0.72–2.30) 0.40 1.45 (0.96–2.20) 0.08 1.20 (0.46–3.09) 0.71
≤4 vs. 5–6 0.94 (0.41–2.18) 0.89 1.13 (0.50–2.55) 0.77 1.01 (0.62–1.66) 0.97 0.58 (0.23–1.51) 0.27
A – Posterior vs. Anterior 1.14 (0.92–1.41) 0.22 0.94 (0.75–1.18) 0.59 1.00 (0.87–1.16) 0.99 - -
L - Location relative to polar lines
Crosses vs. above 1.25 (0.59–2.67) 0.56 2.00 (1.04–3.86) 0.04 1.60 (1.03–2.47) 0.03 1.03 (0.50–2.13) 0.94
Between vs. above 0.85 (0.36–2.02) 0.71 1.34 (0.64–2.80) 0.44 1.15 (0.70–1.89) 0.59 0.82 (0.35–1.92) 0.65
Between vs. crosses 0.68 (0.29–1.59) 0.38 0.67 (0.36–1.24) 0.20 0.72 (0.47–1.10) 0.13 0.80 (0.35–1.85) 0.60
PADUA SCORE COMPONENTS
Tumour diameter >4 to <7cm vs. ≤4cm 1.82 (0.87–3.81) 0.11 0.56 (0.20–1.62) 0.29 1.02 (0.60–1.73) 0.94 2.53 (1.04–6.10) 0.04
Polar location Between vs. Above/Below polar line 0.90 (0.46–1.76) 0.75 1.66 (0.89–3.10) 0.11 1.37 (0.91–2.07) 0.14 0.88 (0.45–1.72) 0.70
Posterior vs. Anterior 1.14 (0.92–1.41) 0.22 0.94 (0.75–1.18) 0.59 1.00 (0.87–1.16) 0.99 - -
Medial vs. lateral location 1.75 (0.91–3.37) 0.10 0.99 (0.57–1.71) 0.96 1.32 (0.92–1.89) 0.13 1.63 (0.78–3.41) 0.20
Collecting system association (yes vs. no) 1.98 (1.04–3.77) 0.04 1.19 (0.68–2.08) 0.55 1.30 (0.90–1.88) 0.16 1.63 (0.45–5.92) 0.46
Renal sinus association (yes vs. no) 1.96 (1.01–3.80) 0.05 1.07 (0.62–1.84) 0.81 1.27 (0.89–1.83) 0.19 0.74 (0.20–2.81) 0.66
Exophytic Extent <50% vs. ≥50% exophytic 1.99 (0.86–4.60) 0.11 1.06 (0.60–1.89) 0.83 1.41 (0.91–2.16) 0.12 2.33 (0.89–6.09) 0.09
Entirely endophytic vs. ≥50% exophytic 3.67 (1.07– 12.55) 0.04 1.69 (0.57–4.99) 0.34 1.94 (0.99–3.82) 0.05 5.94 (1.12–31.43) 0.04
Entirely endophytic vs. <50% exophytic 1.84 (0.64–5.28) 0.26 1.59 (0.56–4.50) 0.38 1.38 (0.75–2.53) 0.30 2.55 (0.61–10.69) 0.20
*

Associations were adjusted for all other components in their respective scoring system.

Fig. 1.

Fig. 1.

Associations between components of the RENAL score and adjusted relative risk of surgical complications with 95% confidence intervals.

Fig. 2.

Fig. 2.

Associations between PADUA score components and adjusted relative risk of surgical complications with 95% confidence intervals.

The association between overall scoring system score and complications was adjusted for patient factors that were statistically significant in univariable analysis: age (surgical complications), diabetes (medical complications), age and diabetes (overall complications). After adjustment, overall PADUA score was significantly associated with surgical and overall complications (Table 5).

Table 5.

Adjusted associations of overall system scores and postoperative complications of partial nephrectomy at 30 days

Variable Postoperative complications by 30 days
Surgical Medical (non-surgical) Overall
RR (95% CI) pvalue RR (95% CI) p value RR (95% CI) pvalue
RENAL Score 1.19 (0.95–1.50) 0.14 1.05 (0.90–1.22) 0.57 1.10 (0.98–1.24) 0.11
PADUA Score 1.31 (1.05–1.65) 0.02 1.04 (0.88–1.22) 0.66 1.12 (1.00–1.25) 0.04
C-Index decrease 1.05 (0.85–1.29) 0.64 1.00 (0.88–1.15) 0.96 0.98 (0.90–1.08) 0.75

Analyses adjusted for: age (surgical complications), diabetes (medical complications), age and diabetes (overall complications).

Discussion

Accurately characterizing renal tumours may improve pre-operative patient counselling and may assist surgeons in selecting the best surgical or ablative approach. This study has several noteworthy findings. PADUA score was independently associated with surgical complications. However, some components, such as tumour size and tumour depth within the kidney, seem more predictive of complications than others. Furthermore, polar versus mid-kidney location for both the PADUA and RENAL systems had the inverse relationship to perioperative complications.

Overall, these data indicate that the proposed scoring systems are able to objectively characterize tumours and stratify them for risk of surgical complications. Other studies have examined the associations between scoring systems and complications during open, laparoscopic, and robotic partial nephrectomy with similar findings.12,18,2024 However, as has been previously suggested, our data suggest current systems can be improved.25

One notable difference between this study and most others is the evaluation of individual scoring system components.12,20,22,23 Ideally, all elements of a preoperative predictive model for kidney tumours should be associated with important clinical outcomes and should be easy to understand and apply in practice. In this study, larger tumour size and endophytic location were independently associated with surgical complications after adjusting for the other components in the tumour systems. Additional information provided by measuring tumour proximity to the renal sinus and collecting system was small and not statistically significant. A second interesting finding from this study is that tumour location relative to the polar lines was inversely associated with complications. This indicates that this component may detract from the predictive value of PADUA and RENAL systems. If other studies confirm our findings, this component should likely be removed or modified. This may improve the scores’ discriminative value, and render them more user-friendly for application in clinical practice.

Our data support the findings of 2 recently published studies which examined different renal tumour scoring methods.24,26 In the first study, the authors similarly evaluated all 3 scoring systems and found that a novel “RTII score” assessing tumour depth to parenchymal thickness ratio had better discrimination than RENAL or PADUA systems.24 In the second study, the authors hypothesized tumour contact with the parenchyma would require more renal parenchymal resection, more transection of large blood vessels, and a more complex reconstruction. They devised a novel measure of tumour complexity incorporating similar components as the RTII score, namely the contact surface area (CSA), and found it associated with partial nephrectomy outcomes including complications.26

Conclusion

Each of these novel scoring methods requires further validation. However considered together with data from our study, these reports suggest a parsimonious and user-friendly score incorporating tumour size and some measure of the tumour’s depth/contact with the renal parenchyma can likely perform at least as well as RENAL or PADUA systems.

Footnotes

Competing interests: Dr. Desantis, Dr. Witiuk, Dr. Mallick, Dr, Kamal, Dr. Fergusson, Dr. Lavallée, and Dr. Breau declare no competing financial or personal interests. Dr. Morash is a member of advisory boards for AbbVie, Janssen, Amgen, and Sanofi; he has also received grants from AstraZeneca and Paladin. Dr. Cagiannos is a member of advisory boards for Ferring and Janssen; he has also received grants from Ferring and AbbVie.

This paper has been peer-reviewed.

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