Functional CT imaging for identification of the spatial determinants of small-airways disease in adults with asthma

被引:30
作者
Bell, Alex J. [1 ]
Foy, Brody H. [3 ]
Richardson, Matthew [1 ]
Singapuri, Amisha [1 ]
Mirkes, Evgeny [2 ]
van den Berge, Maarten [4 ]
Kay, David [3 ]
Brightling, Chris [1 ]
Gorban, Alexander N. [2 ]
Galban, Craig J. [5 ]
Siddiqui, Salman [1 ]
机构
[1] Univ Leicester, NIHR Resp Biomed Res Ctr BRC, Dept Resp Sci, Leicester, Leics, England
[2] Univ Leicester, Dept Math, Leicester, Leics, England
[3] Univ Oxford, Dept Comp Sci, Computat Biol, Oxford, England
[4] Univ Med Ctr Groningen, Dept Pulmonol, Groningen, Netherlands
[5] Univ Michigan, Dept Radiol, Ann Arbor, MI 48109 USA
关键词
Asthma; computed tomography; parametric response mapping; imaging; visualization; small-airways physiology; biomarker; VENTILATION HETEROGENEITY; LUNG-FUNCTION; STANDARDIZATION; RESISTANCE; STATEMENT; PERFUSION; SCANS; COPD;
D O I
10.1016/j.jaci.2019.01.014
中图分类号
R392 [医学免疫学];
学科分类号
100102 ;
摘要
Background: Asthma is a disease characterized by ventilation heterogeneity (VH). A number of studies have demonstrated that VH markers derived by using impulse oscillometry (IOS) or multiple-breath washout (MBW) are associated with key asthmatic patient related outcome measures and airways hyperresponsiveness. However, the topographical mechanisms of VH in the lung remain poorly understood. Objectives: We hypothesized that specific regionalization of topographical small-airway disease would best account for IOS- and MBW-measured indices in patients. Methods: We evaluated the results of paired expiratory/inspiratory computed tomography in a cohort of asthmatic (n = 41) and healthy (n = 11) volunteers to understand the determinants of clinical VH indices commonly reported by using IOS and MBW. Parametric response mapping (PRM) was used to calculate the functional small-airways disease marker PRMfSAD and Hounsfield unit (HU)-based density changes from total lung capacity to functional residual capacity (Delta HU); gradients of Delta HU in gravitationally perpendicular (parallel) inferior-superior (anterior-posterior) axes were quantified. Results: The Delta HU gradient in the inferior-superior axis provided the highest level of discrimination of both acinar VH (measured by using phase 3 slope analysis of multiple-breath washout data) and resistance at 5 Hz minus resistance at 20 Hz measured by using impulse oscillometry (R5-R20) values. Patients with a high inferior-superior Delta HU gradient demonstrated evidence of reduced specific ventilation in the lower lobes of the lungs and high levels of PRMfSAD. A computational small-airway tree model confirmed that constriction of gravitationally dependent, lower-zone, small airway branches would promote the largest increases in R5-R20 values. Ventilation gradients correlated with asthma control and quality of life but not with exacerbation frequency. Conclusions: Lower lobe predominant small-airways disease is a major driver of clinically measured VH in adults with asthma.
引用
收藏
页码:83 / 93
页数:11
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