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Integrating CT-Derived Body Composition and Real-Time Injection Pressure Monitoring for Predicting Contrast Media
Yalan Zhou1, Shuangxiang Lin1, Qian Qian1
1Department of Radiology, The Second Affiliated Hospital Zhejiang University School of Medicine, Hangzhou 310009, China.
Integrating CT-derived body composition with pressure monitoring improves risk assessment for contrast media extravasation during CT angiography (CTA). This approach enhances patient safety by identifying individuals at higher risk before the procedure.
Area of Science:
- Radiology
- Medical Imaging
- Body Composition Analysis
Background:
- Contrast media extravasation is a complication of CT angiography (CTA), especially with high-flow injections.
- Current risk assessment relies on clinical factors and pressure monitoring, with limited use of body composition data.
Purpose of the Study:
- To evaluate the utility of CT-derived body composition, specifically L3 skeletal muscle index (SMI), in assessing extravasation risk during abdominal CTA.
- To compare the predictive performance of models incorporating body composition, pressure parameters, and clinical factors.
Main Methods:
- Retrospective analysis of 12,460 adult patients undergoing contrast-enhanced abdominal CTA.
- Extraction of L3 SMI from routine CT images and pressure metrics from power injector logs.
- Development and validation of logistic-regression models including clinical, pressure, and body composition variables.
Main Results:
- Extravasation occurred in 3.05% of patients.
- Lower L3 SMI, sarcopenia, higher peak pressures, and elevated injection pressure-to-rate ratios (IPIRs) were associated with extravasation.
- A combined model integrating body composition and pressure data achieved superior discrimination (AUC 0.941) compared to models using only pressure, body composition, or clinical factors.
Conclusions:
- CT-derived body composition, particularly L3 SMI, can enhance extravasation risk stratification during abdominal CTA when combined with pressure monitoring.
- This integrated approach may lead to more individualized risk assessment.
- Prospective multi-center validation is recommended for clinical implementation.
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