Quantitative CT indexes in idiopathic pulmonary fibrosis: Relationship with physiologic impairment

被引:149
作者
Best, AC
Lynch, AM
Bozic, CM
Miller, D
Grunwald, GK
Lynch, DA
机构
[1] Univ Colorado, Hlth Sci Ctr, Dept Radiol, Denver, CO 80262 USA
[2] Univ Colorado, Hlth Sci Ctr, Dept Prevent Med & Biomet, Denver, CO 80262 USA
[3] Biogen, Cambridge, MA USA
关键词
computed tomography (CT); comparative studies; image quality; technology; thin-section; lung; CT; fibrosis; ventilation;
D O I
10.1148/radiol.2282020274
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 [临床医学]; 100207 [影像医学与核医学]; 1009 [特种医学];
摘要
PURPOSE: To determine whether measurements of skewness, kurtosis, and mean lung attenuation on thin-section computed tomographic (CT) histograms in patients with idiopathic pulmonary fibrosis (IPF) correlate with pulmonary physiologic abnormality in a nonspirometrically controlled multicenter study. MATERIALS AND METHODS: The authors analyzed baseline digital thin-section CT data from 144 patients with IPF who enrolled in a double-blind placebo-controlled clinical effectiveness trial of interferon beta 1 a in the treatment of IPF. All patients underwent thin-section CT in the supine position at full inspiration. The lungs were isolated by using a semiautomated thresholding technique, with an upper threshold of -200 HU. An attenuation correction algorithm was used. Pulmonary function tests (PFTs) included forced vital capacity, total lung capacity, forced expiratory volume in 1 second, and diffusing lung capacity. Univariate and multiple correlation and regression statistical analyses were used to determine relationships between histogram features and results of PFTs. RESULTS: Moderate correlations existed between histogram features and PFT results. Kurtosis showed the greatest degree of correlation with physiologic abnormality (r = 0.53, P < .01). Strength of correlation increased with exclusion of suboptimal scans but did not change significantly after application of an attenuation correction algorithm. Attenuations for lungs, gas, and soft tissue varied considerably between scanner manufacturers. Kurtosis alone provided predictions of pulmonary function that were virtually as good as those from all histogram features combined. CONCLUSION: Thin-section CT histograms of the lungs were found to correlate with results of PFTs in patients with IPF, which supports the claim that histogram features can be used as valid indexes of IPF in a multiinstitutional nonspirometrically controlled study. (C) RSNA, 2003.
引用
收藏
页码:407 / 414
页数:8
相关论文
共 15 条
[1]
[Anonymous], 2000, AM J RESP CRIT CARE, V161, P646, DOI DOI 10.1164/AJRCCM.161.2.ATS3-00
[2]
BEHR J, 1992, American Review of Respiratory Disease, V145, pA191
[3]
SPIROMETRICALLY CONTROLLED QUANTITATIVE CT FOR ASSESSING DIFFUSE PARENCHYMAL LUNG-DISEASE [J].
BEINERT, T ;
BEHR, J ;
MEHNERT, F ;
KOHZ, P ;
SEEMANN, M ;
RIENMULLER, R ;
REISER, M .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1995, 19 (06) :924-931
[4]
Quantification of idiopathic pulmonary fibrosis using computed tomography and histology [J].
Coxson, HO ;
Hogg, JC ;
Mayo, JR ;
Behzad, H ;
Whittall, KP ;
Schwartz, DA ;
Hartley, PG ;
Galvin, JR ;
Wilson, JS ;
Hunninghake, GW .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 1997, 155 (05) :1649-1656
[5]
CRAPO RO, 1982, B EUR PHYSIOPATH RES, V18, P419
[6]
CRAPO RO, 1981, AM REV RESPIR DIS, V123, P185
[7]
GOLDMAN HI, 1959, AM REV TUBERC PULM, V79, P457
[8]
HIGH-RESOLUTION CT-DERIVED MEASURES OF LUNG DENSITY ARE VALID INDEXES OF INTERSTITIAL LUNG-DISEASE [J].
HARTLEY, PG ;
GALVIN, JR ;
HUNNINGHAKE, GW ;
MERCHANT, JA ;
YAGLA, SJ ;
SPEAKMAN, SB ;
SCHWARTZ, DA .
JOURNAL OF APPLIED PHYSIOLOGY, 1994, 76 (01) :271-277
[9]
SEMIAUTOMATIC EVALUATION PROCEDURES FOR QUANTITATIVE CT OF THE LUNG [J].
KALENDER, WA ;
FICHTE, H ;
BAUTZ, W ;
SKALEJ, M .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1991, 15 (02) :248-255
[10]
Assessment of lung volumes using helical CT at inspiration and expiration: Comparison with pulmonary function tests [J].
Kauczor, HU ;
Heussel, CP ;
Fischer, B ;
Klamm, R ;
Mildenberger, P ;
Thelen, M .
AMERICAN JOURNAL OF ROENTGENOLOGY, 1998, 171 (04) :1091-1095