Institutional learning in single-port robot-assisted partial nephrectomy across RENAL complexity strata: a multicenter study
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Updated: Nov 6, 2026

Robot-Assisted Kidney Transplantation
Published on: July 19, 2021
Young Hwii Ko1,2, Kwang Hyun Kim3, Yong Seong Lee4
1Department of Urology, Ewha Womans University Mokdong Hospital, Ewha Womans University College of Medicine, Seoul, Republic of Korea. urokyh@naver.com.
Background:
We examined institutional operative-time trends during single-port robot-assisted partial nephrectomy (SP-RAPN) adoption across RENAL complexity strata.
Methods:
This retrospective six-center cohort included 408 procedures with available RENAL scores. Operative time was analyzed against institutional case sequence using center fixed-effects models, institution-clustered confidence intervals, and wild-cluster bootstrap tests.
Results:
For RENAL 4-9 tumors, slopes were negative at all six institutions. The pooled estimate was - 0.64 min/case (95% CI - 1.32 to 0.05; cluster-robust p = 0.063; bootstrap p = 0.059). Adjustment for RENAL score, tumor size, and access route reduced the estimate to - 0.53 min/case; further BMI and calendar-year adjustment reduced it to - 0.25 min/case. Among 19 RENAL 10-11 procedures at three institutions, one center-specific slope was negative and two were positive. The sequence-by-complexity interaction was + 0.14 min/case (95% CI - 1.00 to 1.28). Each additional RENAL point was associated with 4.90 more operative minutes and 1.89 more warm ischemic minutes. Complications occurred in 5/19 high-complexity and 34/389 low/intermediate-complexity procedures.
Conclusions:
Operative time showed a consistent downward trend with institutional experience for RENAL 4-9 tumors, whereas center-specific trends varied in direction for RENAL 10-11 tumors. Higher complexity was associated with longer operative and warm ischemic times. These findings highlight the importance of considering tumor complexity when evaluating institutional adaptation to SP-RAPN.