Quantitative Computed Tomography Metrics From the Transplanted Lung can Predict Forced Expiratory Volume in the First Second After Lung Transplantation

被引:11
作者
Barbosa, Eduardo J. Mortani, Jr. [1 ]
Shou, Haochang [2 ]
Simpsom, Scott [4 ]
Gee, James [1 ]
Tustison, Nicholas [5 ]
Lee, James C. [3 ]
机构
[1] Univ Penn, Dept Radiol, Philadelphia, PA 19104 USA
[2] Univ Penn, Dept Epidemiol & Biostat, Philadelphia, PA 19104 USA
[3] Univ Penn, Dept Med, Philadelphia, PA 19104 USA
[4] Temple Univ, Dept Radiol, Philadelphia, PA 19122 USA
[5] Univ Virginia, Dept Radiol, Charlottesville, VA USA
关键词
quantitative computed tomography metrics; lung transplantation; bronchiolitis obliterans syndrome; forced expiratory volume in the first second; lung volumes; BRONCHIOLITIS OBLITERANS SYNDROME; OBSTRUCTIVE PULMONARY-DISEASE; STEM-CELL TRANSPLANTATION; HIGH-RESOLUTION CT; EMPHYSEMA; QUANTIFICATION; RECIPIENTS; SEGMENTATION; CANCER; HRCT;
D O I
10.1097/RTI.0000000000000307
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose:Bronchiolitis obliterans syndrome after lung transplantation (LTx) manifests as a sustained decline in forced expiratory volume in the first second (FEV1). Quantitative computed tomography (QCT) metrics may predict FEV1 better than semiquantitative scores (SQSs), and the transplanted lung may provide better information than the native lung in unilateral LTx.Materials and Methods:Paired inspiratory-expiratory CT scans and pulmonary function testing of 178 LTx patients were analyzed retrospectively. SQS were graded (absent, mild, moderate, severe) for features including mosaic attenuation and bronchiectasis. QCT included lung volumes and air-trapping volumes, by lobe. Multivariate Pearson correlation and multivariate linear least squares regression analyses were performed.Results:Multivariate linear least squares regression models using FEV1 as the outcome variable and SQS or QCT metrics as predictor variables demonstrated SQS to be a weak predictor of FEV1 (adjusted R-2, 0.114). QCT metrics were much stronger predictors of FEV1 (adjusted R-2, 0.654). QCT metrics demonstrated stronger correlation (r) with FEV1 than SQS. In bilateral LTx, whole lung volume difference (r=0.69), left lung volume difference (r=0.69), and right lung volume difference (r=0.65) were better than the sum of SQS (r=-0.54). Interestingly, in left LTx we obtained r=0.81, 0.86, 0.25, and -0.39, respectively. In right LTx, we obtained r=0.69, 0.49, 0.68, and -0.31, respectively.Conclusions:QCT metrics demonstrate stronger correlations with FEV1 and are better predictors of pulmonary function than SQS. SQS performs moderately well in bilateral LTx, but poorly on unilateral LTx. In unilateral LTx, QCT metrics from the transplanted lung are better predictors of FEV1 than QCT metrics from the nontransplanted lung.
引用
收藏
页码:112 / 123
页数:12
相关论文
共 33 条
[1]  
Al Ghanem S, 2008, ANN THORAC MED, V3, pS79
[2]   Computational Analysis of Thoracic Multidetector Row HRCT for Segmentation and Quantification of Small Airway Air Trappin Emphysema in Obstructive Pulmonary Disease [J].
Barbosa, Eduardo Mortani, Jr. ;
Song, Gang ;
Tustison, Nicholas ;
Kreider, Maryl ;
Gee, James C. ;
Gefter, Warren B. ;
Torigian, Drew A. .
ACADEMIC RADIOLOGY, 2011, 18 (10) :1258-1269
[3]   Obliterative Bronchiolitis [J].
Barker, Alan F. ;
Bergeron, Anne ;
Rom, William N. ;
Hertz, Marshall I. .
NEW ENGLAND JOURNAL OF MEDICINE, 2014, 370 (19) :1820-1828
[4]   Bronchiolitis obliterans syndrome in lung transplant recipients: Correlation of computed tomography findings with bronchiolitis obliterans syndrome stage [J].
Choi, YW ;
Rossi, SE ;
Palmer, SM ;
DeLong, D ;
Erasmus, JJ ;
McAdams, HP .
JOURNAL OF THORACIC IMAGING, 2003, 18 (02) :72-79
[5]   A quantification of the lung surface area in emphysema using computed tomography [J].
Coxson, HO ;
Rogers, RM ;
Whittall, KP ;
D'Yachkova, Y ;
Paré, PD ;
Sciurba, FC ;
Hogg, JC .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 1999, 159 (03) :851-856
[6]   Bronchial Wall Measurements in Patients after Lung Transplantation: Evaluation of the Diagnostic Value for the Diagnosis of Bronchiolitis Obliterans Syndrome [J].
Dettmer, Sabine ;
Peters, Lars ;
de Wall, Claudia ;
Schaefer-Prokop, Cornelia ;
Schmidt, Michael ;
Warnecke, Gregor ;
Gottlieb, Jens ;
Wacker, Frank ;
Shin, Hoen-oh .
PLOS ONE, 2014, 9 (04)
[7]   Conventional High-resolution CT Versus Contiguous Multidetector CT in the Detection of Bronchiolitis Obliterans Syndrome in Lung Transplant Recipients [J].
Dodd, Jonathan D. ;
de Jong, Pim. A. ;
Levy, Robert D. ;
Coxson, Harvey O. ;
Mayo, John R. .
JOURNAL OF THORACIC IMAGING, 2008, 23 (04) :235-243
[8]   High-resolution CT Findings of Bronchiolitis Obliterans Syndrome After Hematopoietic Stem Cell Transplantation [J].
Gunn, Martin L. D. ;
Godwin, J. David ;
Kanne, Jeffrey P. ;
Flowers, Mary E. ;
Chien, Jason W. .
JOURNAL OF THORACIC IMAGING, 2008, 23 (04) :244-250
[9]   Multistencils fast marching methods: A highly accurate solution to the eikonal equation on Cartesian domains [J].
Hassouna, M. Sabry ;
Farag, Aly A. .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2007, 29 (09) :1563-1574
[10]   Automatic lung segmentation for accurate quantitation of volumetric X-ray CT images [J].
Hu, SY ;
Hoffman, EA ;
Reinhardt, JM .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2001, 20 (06) :490-498