Computed tomography-based biomarker provides unique signature for diagnosis of COPD phenotypes and disease progression

被引:627
作者
Galban, Craig J. [1 ,2 ]
Han, Meilan K. [3 ]
Boes, Jennifer L. [1 ,2 ]
Chughtai, Komal A. [1 ,2 ]
Meyer, Charles R. [1 ,2 ]
Johnson, Timothy D. [4 ]
Galban, Stefanie [2 ,5 ]
Rehemtulla, Alnawaz [2 ,5 ]
Kazerooni, Ella A. [1 ]
Martinez, Fernando J. [3 ]
Ross, Brian D. [1 ,2 ]
机构
[1] Univ Michigan, Dept Radiol, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Ctr Mol Imaging, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Dept Internal Med, Ann Arbor, MI 48109 USA
[4] Univ Michigan, Dept Biostat, Ann Arbor, MI 48109 USA
[5] Univ Michigan, Dept Radiat Oncol, Ann Arbor, MI 48109 USA
基金
美国国家卫生研究院;
关键词
OBSTRUCTIVE PULMONARY-DISEASE; FUNCTIONAL DIFFUSION MAP; PARAMETRIC RESPONSE MAP; QUANTITATIVE ASSESSMENT; IMAGE REGISTRATION; AIRWAY-OBSTRUCTION; CANCER-TREATMENT; FUNCTION TESTS; LUNG-FUNCTION; EMPHYSEMA;
D O I
10.1038/nm.2971
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Chronic obstructive pulmonary disease (COPD) is increasingly being recognized as a highly heterogeneous disorder, composed of varying pathobiology. Accurate detection of COPD subtypes by image biomarkers is urgently needed to enable individualized treatment, thus improving patient outcome. We adapted the parametric response map (PRM), a voxel-wise image analysis technique, for assessing COPD phenotype. We analyzed whole-lung computed tomography (CT) scans acquired at inspiration and expiration of 194 individuals with COPD from the COPDGene study. PRM identified the extent of functional small airways disease (fSAD) and emphysema as well as provided CT-based evidence that supports the concept that fSAD precedes emphysema with increasing COPD severity. PRM is a versatile imaging biomarker capable of diagnosing disease extent and phenotype while providing detailed spatial information of disease distribution and location. PRM's ability to differentiate between specific COPD phenotypes will allow for more accurate diagnosis of individual patients, complementing standard clinical techniques.
引用
收藏
页码:1711 / +
页数:6
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