|Title||Quantification of regional interstitial lung disease from CT-derived fractional tissue volume: a lung tissue research consortium study.|
|Publication Type||Journal Article|
|Year of Publication||2011|
|Authors||Yilmaz C, Watharkar SS, de Leon ADiaz, Garcia CK, Patel NC, Jordan KG, Hsia CCW|
|Date Published||2011 Aug|
|Keywords||Adult, Analysis of Variance, Calibration, Female, Humans, Image Interpretation, Computer-Assisted, Lung Diseases, Interstitial, Male, Middle Aged, Phantoms, Imaging, Radiography, Thoracic, Respiratory Function Tests, Severity of Illness Index, Tomography, X-Ray Computed|
RATIONALE AND OBJECTIVES: Evaluation of chest computed tomography (CT) is usually qualitative or semiquantitative, resulting in subjective descriptions often by different observers over time and imprecise determinations of disease severity within distorted lobes. There is a need for standardized imaging biomarkers to quantify regional disease, maximize diagnostic yield, and facilitate multicenter comparisons. We applied lobe-based voxelwise image analysis to derive regional air (Vair) and tissue (Vtissue) volumes and fractional tissue volume (FTV = tissue/[tissue+air] volume) as internally standardized parameter for assessing interstitial lung disease (ILD).
MATERIALS AND METHODS: High-resolution CT was obtained at supine and prone end-inspiration and supine end-expiration in 29 patients with ILD and 20 normal subjects. Lobar Vair, Vtissue, and FTV were expressed along standard coordinate axes.
RESULTS: In normal subjects from end-inspiration to end-expiration, total Vair declined ~43%, FTV increased ~80%, but Vtissue remained unchanged. With increasing ILD, Vair declined and Vtissue rose in all lobes; FTV increased with a peripheral-to-central progression inversely correlated to spirometry and lung diffusing capacity (r(2) = 0.57-0.75, prone end-inspiration). Inter- and intralobar coefficients of variation of FTV increased 84-148% in mild-to-moderate ILD, indicating greater spatial heterogeneity, then normalized in severe ILD. Analysis of discontinuous images incurs <3% error compared to consecutive images.
CONCLUSIONS: These regional attenuation-based biomarkers could quantify heterogeneous parenchymal disease in distorted lobes, detect mild ILD involvement in all lobes and describe the pattern of disease progression. The next step would be to study a larger series, examine reproducibility and follow longitudinal changes in correlation with clinical and functional indices.
|Alternate Journal||Acad Radiol|
|PubMed Central ID||PMC3128646|
|Grant List||R03 HL097010-02 / HL / NHLBI NIH HHS / United States |
R01 HL093096 / HL / NHLBI NIH HHS / United States
UL1 RR024982 / RR / NCRR NIH HHS / United States
UL1 RR024982-03 / RR / NCRR NIH HHS / United States
R01 HL093096-04 / HL / NHLBI NIH HHS / United States
UL1 RR024150 / RR / NCRR NIH HHS / United States
R03 HL097010 / HL / NHLBI NIH HHS / United States