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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
Cardiorenal Medicine
|July 10, 2026
Summary
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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