ArticleFrontiers in surgery2026
Association of PADUA and RENAL scores with early perioperative outcomes in large renal tumors managed with robot-assisted partial nephrectomy.
Article in Frontiers in surgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: Tumor complexity scoring supports preoperative planning for robot-assisted partial nephrectomy (RAPN), but evidence in larger tumors is limited. We evaluated whether PADUA and RENAL nephrometry scores are associated with early perioperative outcomes in a stage-focused cohort of pathological pT1b or higher renal tumors treated with multiport RAPN. Methods: We retrospectively reviewed a prospectively maintained single-center database of multiport RAPN cases (2011-2025). Patients with pathological pT1b-pT2a disease were included. The primary endpoint was a 30-day composite adverse outcome: major complications (Clavien-Dindo ≥3) and/or perioperative transfusion. Secondary endpoints were any complication (Clavien 1-5), transfusion, warm ischemia time (WIT; continuous and >25 min), operative time, length of stay, and trifecta achievement. Associations were tested using logistic regression (penalized models for sparse outcomes), linear regression, and AUC; Results: In total, 109 patients were included (PADUA available in 108; RENAL in 83). Neither PADUA nor RENAL was independently associated with the composite adverse outcome, and discrimination was limited (PADUA AUC 0.583, 95% CI 0.411-0.733; RENAL AUC 0.563, 95% CI 0.347-0.775; Conclusion: In patients with pathological pT1b or higher renal tumors treated with multiport RAPN, PADUA and RENAL scores were not associated with a 30-day composite adverse outcome and had limited discrimination for major morbidity and/or transfusion, but both correlated with WIT and operative time. Larger externally validated cohorts incorporating longitudinal renal function and broader patient-level risk factors are needed to refine preoperative risk assessment in larger renal tumors.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.