title: Registration-based assessment of regional lung function via volumetric CT images of normal subjects vs. severe asthmatics.
abstract: The purpose of this work was to explore the use of image registration-derived variables associated with computed tomographic (CT) imaging of the lung acquired at multiple volumes. As an evaluation of the utility of such an imaging approach, we explored two groups at the extremes of population ranging from normal subjects to severe asthmatics. A mass-preserving image registration technique was employed to match CT images at total lung capacity (TLC) and functional residual capacity (FRC) for assessment of regional air volume change and lung deformation between the two states. Fourteen normal subjects and thirty severe asthmatics were analyzed via image registration-derived metrics together with their pulmonary function test (PFT) and CT-based air-trapping. Relative to the normal group, the severely asthmatic group demonstrated reduced air volume change (consistent with air trapping) and more isotropic deformation in the basal lung regions while demonstrating increased air volume change associated with increased anisotropic deformation in the apical lung regions. These differences were found despite the fact that both PFT-derived TLC and FRC in the two groups were nearly 100% of predicted values. Data suggest that reduced basal-lung air volume change in severe asthmatics was compensated by increased apical-lung air volume change and that relative increase in apical-lung air volume change in severe asthmatics was accompanied by enhanced anisotropic deformation. These data suggest that CT-based deformation, assessed via inspiration vs. expiration scans, provides a tool for distinguishing differences in lung mechanics when applied to the extreme ends of a population range.
authors.affiliation: Department of Mechanical and Industrial Engineering.
authors.forename: Sanghun
authors.initials: S
authors.lastname: Choi
authors.forename: Eric A
authors.initials: EA
authors.lastname: Hoffman
authors.forename: Sally E
authors.initials: SE
authors.lastname: Wenzel
authors.forename: Merryn H
authors.initials: MH
authors.lastname: Tawhai
authors.forename: Youbing
authors.initials: Y
authors.lastname: Yin
authors.forename: Mario
authors.initials: M
authors.lastname: Castro
authors.forename: Ching-Long
authors.initials: CL
authors.lastname: Lin
mesh_terms: D000328:Adult; D001249:Asthma / Q000000981:diagnostic imaging* / Q000503:physiopathology*; D054893:Cone-Beam Computed Tomography / Q000379:methods; D005260:Female; D005541:Forced Expiratory Volume / Q000502:physiology; D005652:Functional Residual Capacity / Q000502:physiology; D006801:Humans; D008168:Lung / Q000000981:diagnostic imaging* / Q000503:physiopathology*; D008297:Male; D008875:Middle Aged; D012129:Respiratory Function Tests / Q000379:methods; D013990:Tidal Volume / Q000502:physiology; D014057:Tomography, X-Ray Computed / Q000379:methods
keywords: air trapping; asthma; image registration; lung mechanics; quantitative computed tomography