Association of PADUA and RENAL Scores with Perioperative Outcomes in Large Renal Tumors

109 patients with pathological pT1b or higher renal tumors managed with robot-assisted partial nephrectomy (RAPN) between 2011 and 2025. The dataset, authored by Tunkut Doganca and shared under CC-BY-4.0, evaluates associations between PADUA and RENAL nephrometry scores and early perioperative outcomes like complications, transfusion, and operative time.

Use Cases

• Evaluating the predictive power of nephrometry scores for major complications and transfusion based on the described composite adverse outcome.
• Modeling the relationship between tumor complexity scores and intraoperative metrics like warm ischemia time and operative time.
• Assessing the utility of PADUA and RENAL scores for preoperative risk assessment in larger renal tumors as described in the study conclusion.

Strengths

• Data covers a specific cohort of 109 patients with larger renal tumors (pT1b–pT2a), a focused clinical population.
• Includes analysis of two established nephrometry scoring systems (PADUA and RENAL) and multiple perioperative endpoints.
• Study period spans 14 years (2011–2025), providing a longitudinal single-center perspective.

Limitations

• Row count and column-level documentation are unknown, limiting suitability assessment for direct ML application.
• Data is from a single-center retrospective review, which may limit generalizability.
• The dataset is very small at 27.2 KB, indicating limited scope and likely summary-level results rather than raw patient records.

Provenance

Source

A prospectively maintained single-center database of multiport RAPN cases, as described in the methods.

Collection Method

Retrospective review of clinical records.

Time Range

2011–2025

Freshness

Last updated 2026-04-30 13:05:19.

Geography

null