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Healthy Lung Vessel Morphology Derived From Thoracic Computed Tomography
Michael Pienn1, Caroline Burgard2, Christian Payer1,3
1Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria.
Frontiers in Physiology
|May 15, 2018
Summary
This study used an automated algorithm to analyze lung vessel morphology in 123 healthy individuals. The findings establish new reference values for pulmonary artery and vein structure, crucial for understanding lung function and disease.
Area of Science:
- Pulmonary vascular imaging
- Medical image analysis
- Quantitative morphology
Background:
- Understanding lung vessel morphology is vital for diagnosing pulmonary diseases.
- Existing data on normal lung vasculature is limited, often based on small necropsy samples.
- Accurate morphometric data is needed to differentiate normal variations from pathological changes.
Purpose of the Study:
- To establish reference values for lung vessel morphology in a large cohort of healthy subjects.
- To develop and validate a fully-automatic algorithm for pulmonary artery and vein segmentation.
- To quantify vessel number, volume, and tortuosity in specific diameter ranges.
Main Methods:
- Computed tomography pulmonary angiography (CTPA) datasets from 123 healthy subjects were analyzed.
- A novel, fully-automatic artery/vein separation algorithm was employed.
- Vessel number, volume, and tortuosity (sum-of-angles) were quantified for vessels between 2-10 mm in diameter.
- Algorithm performance was validated against manual segmentation by a radiologist.
Main Results:
- The automated algorithm achieved a median overlap of 94.6% with manual segmentation.
- Median vessel counts per liter of lung volume were 206, with similar contributions from arteries and veins.
- Vessel density was approximately 15% higher in women than in men.
- Median arterial and venous volumes were 1.52% and 1.54% of lung volume, respectively. Tortuosity averaged 142.1 rad/m.
Conclusions:
- The fully-automatic algorithm reliably measures pulmonary vessel morphology, providing age and gender-specific data.
- Significant inter-subject variability exists in all measured parameters.
- The study provides valuable reference data for morphometric analysis of lung vasculature, aiding in the detection of pathological deviations.
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