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Radiology · Chest Radiology

Quantitative computed tomography of the lungs

*Quantitative Computed Tomography, QCT*

Quantitative CT of the lungs is a method of automated CT scan analysis that allows for the objective measurement of structural changes in the pulmonary parenchyma and bronchi. It enables physicians to precisely assess emphysema volume, the severity of air trapping, and airway wall thickness, which is essential for monitoring COPD and asthma.

Density threshold-950 HU is the standard threshold for emphysema segmentation on CT.
Surrogate markerExpiratory air trapping indicates small airway disease.
VariabilityResults depend on BMI, scanner model, smoking status, and inspiratory depth.
Bronchial wall thicknessPi10 and Pi15 indices reflect the degree of airway wall remodeling.
4 min readFor medical studentsUpdated Sep 25, 2026
Material prepared by WhiteCoat Pro editorial team based on platform study guidesReviewed by medical editor: Aulov A. A., general practitioner · 09/24/2026

Lung densitometry and emphysema analysis

The primary quantitative assessment tool when emphysema is suspected is CT densitometry (lung densitometry). Specialized software automatically segments lung tissue areas with a density falling below a predefined threshold.

For multislice CT scanners with thin collimation, thresholds between -960 and -970 HU show the highest correlation with actual histology. However, routine clinical practice most commonly employs -950 HU. This level provides an ideal balance between sensitivity and specificity, enabling the creation of an accurate CT density mask (CT density mask).

An alternative approach is the assessment of percentile density. In longitudinal studies, the 15th percentile is the standard—it is most sensitive to disease progression. Modern software can not only calculate the total percentage of emphysema but also automatically exclude air in the large tracheobronchial airways, build 3D maps, and calculate damage for each individual lobe.

Air trapping and parametric maps

The presence of gas trapping areas (gas trapping) on expiratory tomograms serves as a marker of small airway disease. The ratio of mean tissue density on expiration to density on inspiration is evaluated. The main challenge is that concurrent emphysema distorts these calculations: areas of decreased density can be the result of either true air trapping or already destroyed tissue.

To solve this problem, Parametric Response Maps (Parametric Response Maps, PRM) are used. The method overlays inspiratory and expiratory images using a dual-threshold restriction:

ConditionInspiratory densityExpiratory density
Emphysema< -950 HU< -856 HU
Small airway disease (fSAD)≥ -950 HU< -856 HU
Normal tissue≥ -950 HU≥ -856 HU

PRM allows for the spatial separation of emphysema and functional impairment, which is critical when selecting patients for lung volume reduction surgery.

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Airway measurement

In patients with COPD and asthma, chronic inflammation leads to bronchial remodeling. The computer extracts the central axis of the bronchus and constructs a plane strictly perpendicular to it.

The system automatically records the inner and outer contours of the wall, calculating the following metrics:

  • Lumen area (LA);
  • Wall area (WA);
  • Wall thickness (WT);
  • Wall area percentage (WA%).

To standardize the data, summary indices Pi10 and Pi15 are used (the square root of the bronchial wall area with a hypothetical perimeter of 10 and 15 mm). As COPD progresses, the overall size of the bronchus noticeably decreases, causing the wall area percentage to increase, even though the wall itself thins.

Error factors and technical requirements

Quantitative CT requires strict standardization; otherwise, comparing scans dynamically is meaningless. The results are heavily influenced by:

  1. Inspiratory volume: emphysema measurements are correct only if the patient inhaled a volume exceeding 90% of the vital capacity (VC).
  2. Body mass index (BMI): as body weight increases, emphysema metrics are artificially inflated.
  3. Smoking status: in active smokers, tissue density is higher due to inflammatory infiltration. After smoking cessation, inflammation subsides, density drops, and emphysema visually appears more pronounced.
  4. Scanning parameters: excessive noise in ultra-low-dose CT mimics emphysema. The minimum recommended tube current is 60 mAs, and iterative reconstruction algorithms should be applied to neutralize differences between protocols.

Briefly: answers to topical questions

What technical CT scanning parameters (tube voltage, tube current, slice thickness, reconstruction kernel) are necessary to standardize densitometry?

Standardizing densitometry requires strict control of data acquisition protocols, reconstruction kernels, and slice thickness.

  • Tube current — it is recommended to use at least 60 mAs (mAs), as excessive noise can mimic emphysema.
  • Slice thickness — thin collimation should be used, and the thinnest possible slices should be preserved.
  • Reconstruction kernel — it is necessary to standardize and use identical reconstruction parameters in sequential examinations.
  • Iterative reconstruction improves the consistency of results between low-dose CT and standard-dose CT, as well as the stability of emphysema assessment at various tube current values.

Specific tube voltage is not specified in the sources for densitometry standardization.

What image coregistration algorithms are used for precise spatial alignment of inspiratory and expiratory scans when constructing PRMs?

For precise spatial alignment of inspiratory and expiratory scans during parametric response map construction, the deformable registration method is used. It is utilized to create a voxel-based ventilation map and allows for the spatial localization and separate tracking of disease components. PRM is sensitive to lung volume levels during the scan and mismatched reconstruction kernels; these limitations are mitigated by strict standardization of CT protocols.

How to memorize

To easily remember the logic of PRM maps (dual threshold): Emphysema is always a "hole" (low density on both inspiration and expiration). Air trapping (fSAD) is a "trap": on inspiration, the tissue looks normal (high density), but gas cannot escape, so on expiration, density drops below normal.

Class and exam questions

Is spirometric control mandatory during scanning?

Strictly not mandatory, but the radiologist/technologist must thoroughly instruct the patient. Differences in measurements are clinically insignificant only if the patient achieves more than 90% of VC.

Why measure large bronchi if COPD affects small ones?

There is a reliable correlation: changes in the dimensions of large airways (wall thickening, lumen narrowing) mirror the remodeling of small bronchi, which are inaccessible to direct visualization.

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What else to study on this topic

  • Clinical phenotyping of COPD based on CT patterns
  • Features of radiological diagnosis of bronchial asthma (mucus plugs, hyperinflation)
  • Effect of iterative reconstruction algorithms on densitometry
  • Methodology of image deformable registration
  • Assessment of pulmonary hypertension using multislice CT data

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