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

109 patients with pathological pT1b or higher renal tumors treated 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, including complications, transfusion, and operative times.

Use Cases

• Assessing the predictive value of PADUA and RENAL 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.
• Evaluating the discrimination performance (AUC) of clinical scoring systems for surgical risk assessment in larger renal tumors.

Strengths

• Focuses on a specific clinical cohort of 109 patients with larger renal tumors (pT1b–pT2a).
• Includes analysis of two established nephrometry scores (PADUA and RENAL) against multiple perioperative endpoints.
• Results provide specific statistical associations, such as a 1.13-minute increase in WIT per 1-point PADUA increase.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown for specific analyses (e.g., 108 for PADUA, 83 for RENAL), which may limit suitability assessment.
• Single-center, retrospective study design may limit generalizability, as noted in the conclusion.

Provenance

Source

Single-center, prospectively maintained database reviewed retrospectively.

Collection Method

Retrospective review of clinical records for patients undergoing multiport robot-assisted partial nephrectomy.

Time Range

2011–2025

Freshness

Last updated 2026-04-30 13:05:18; freshness should be verified.

Geography

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