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Updated: Jul 12, 2026

A Large Animal Model for Acute Kidney Injury by Temporary Bilateral Renal Artery Occlusion
Published on: February 2, 2021
Nonlinear Relationship between Early Postoperative Pulse Pressure Variation and Acute Kidney Injury Risk in Older
Xiaodan Gong1, Yang Yu1, Biyu Wei1
1Department of Anesthesiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
Early postoperative pulse pressure variation (PPV) shows a U-shaped link with acute kidney injury (AKI) risk in older surgical patients. Optimal PPV levels around 0.14 consistently predict lower AKI incidence.
Area of Science:
- Nephrology
- Cardiology
- Critical Care Medicine
Background:
- Acute kidney injury (AKI) is a common complication in older surgical intensive care unit (ICU) patients, increasing mortality and hospital stays.
- Traditional AKI detection methods (serum creatinine, urine output) often lead to delayed diagnosis.
- Pulse pressure variation (PPV) offers early hemodynamic insights but its association with AKI risk is unclear.
Purpose of the Study:
- To investigate the relationship between early postoperative PPV and AKI development in elderly cardiothoracic surgery patients.
- To identify potential nonlinear associations and optimal PPV thresholds for AKI risk prediction.
- To evaluate the predictive utility of PPV at 12 and 24 hours post-ICU admission.
Main Methods:
- Retrospective cohort analysis using MIMIC-IV and MIMIC-III databases.
- Inclusion of patients aged ≥60 years undergoing cardiothoracic surgery with available PPV data within 24 hours of ICU admission.
- Logistic regression and restricted cubic spline (RCS) modeling to assess PPV-AKI association, with AKI defined by KDIGO criteria.
Main Results:
- A U-shaped relationship was found between PPV at 12 hours (PPV₁₂h) and AKI risk (p=0.0224).
- The lowest AKI risk was observed at PPV₁₂h ≈ 0.14, associated with significant risk reduction in both primary and validation cohorts.
- PPV₁₂h demonstrated better predictive value for AKI than PPV at 24 hours (PPV₂₄h).
Conclusions:
- Early postoperative PPV exhibits a U-shaped correlation with AKI risk in older cardiothoracic surgery patients.
- A PPV₁₂h around 0.14 is consistently associated with the lowest AKI risk.
- Routine early PPV monitoring can aid hemodynamic assessment and potentially mitigate postoperative renal complications.
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