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Updated: Sep 11, 2025

A Large Animal Model for Acute Kidney Injury by Temporary Bilateral Renal Artery Occlusion
Published on: February 2, 2021
Surgery-specific patterns of perioperative amino acid administration and associated acute kidney injury risk: a
Jin Lina1,2, Zhang Rui1,2,3, Yu Xianjun1,2,3
1Department of Anaesthesiology, The First Affiliated Hospital of Ningbo University, Ningbo, 315000, China.
Background:
Recent trials demonstrated renoprotective effects of amino acid infusion in cardiac surgery patients, but real-world utilization patterns and outcomes across surgical specialties remain unknown. We investigated perioperative amino acid administration patterns and associated acute kidney injury (AKI) risk across different surgical populations.
Methods:
Retrospective cohort study using the INSPIRE database (2011-2020) from Seoul National University Hospital. Adult patients undergoing surgery with ≥ 24-h stays were included. Amino acid preparations were identified by ATC codes, and AKI was defined by KDIGO criteria. Primary outcomes were AKI incidence and utilization patterns across surgical departments.
Results:
Among 22,972 patients, 899 (3.9%) received peri-operative amino acid preparations with an overall AKI incidence of 3.7%. Utilization varied 60-fold across departments (0.2-11.5%). Surgery-specific patterns emerged: cardiac surgery showed no AKI events in amino acid users (0/50) versus 4.2% in non-users (p = 0.267), while non-cardiac surgery demonstrated increased AKI risk with amino acid use (7.4% vs 3.4%; RR = 2.16, 95% CI 1.65-2.85, p < 0.001). Multivariable analysis confirmed amino acid use as an independent AKI predictor (OR = 2.01, 95% CI 1.52-2.60). Machine learning analysis confirmed amino acids as the strongest AKI predictor, with Random Forest achieving superior performance (AUC-ROC 0.782) and revealing significant non-linear interactions. Propensity score matching (799 pairs) confirmed the association (OR = 1.63, 95% CI 1.05-2.52, p = 0.029).
Conclusions:
Perioperative amino acid administration demonstrates surgery-specific patterns with differential AKI associations. These findings suggest that surgery-specific factors should be considered when developing amino-acid protocols, although causality cannot be established from this observational study.
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