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Updated: Sep 2, 2025

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Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
552
Translating evidence into practice: still a way to go
1Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA; Monash University, Melbourne, Victoria, Australia.
British Journal of Anaesthesia
|August 4, 2022
Summary
This study found that optimal fluid administration for elective abdominal surgery is 15-20 ml/kg/hr, with higher vasopressor use increasing acute kidney injury risk. Fluid administration trends declined over five years.
Area of Science:
- Anesthesiology and Perioperative Medicine
- Nephrology
- Surgical Outcomes Research
Background:
- Retrospective analysis of 32,250 patients undergoing elective abdominal surgery (2015-2019) from the Multicenter Perioperative Outcomes Group (MPOG) database.
- Investigated trends in intraoperative fluid and vasopressor administration and their association with acute kidney injury (AKI).
Discussion:
- Findings align with the RELIEF trial, suggesting restrictive fluid strategies may be beneficial.
- Highlights the complex interplay between crystalloid volume, arterial pressure, and AKI risk.
- Identifies a significant increase in AKI risk with higher intraoperative vasopressor use (norepinephrine equivalents).
Key Insights:
- Lowest AKI risk predicted with crystalloid administration between 15-20 ml kg-1 h-1.
- An 80% increased AKI risk observed with vasopressor use rising from 0 to 0.04 μg kg-1 min-1.
- Mean intraoperative crystalloid administration decreased from 6.4 ml kg-1 h-1 (2015) to 5.5 ml kg-1 h-1 (2019).
Outlook:
- Supports the generalizability of the RELIEF trial findings.
- Emphasizes the challenge in translating evidence-based practices into routine clinical care.
- Underscores the need for continued research into optimal perioperative fluid management strategies.
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