| Literature DB >> 35797398 |
Hye Jin Lee1, Seong Koo Kim1, Jae Wook Lee1, Soo Ah Im1, Nack-Gyun Chung1, Bin Cho1.
Abstract
The purpose of this study is to evaluate the quantitative diagnostic performance of computed tomography (CT) densitometry in pediatric patients with bronchiolitis obliterans (BO). We measured the mean lung density (MLD) and represented the difference of MLD in inspiratory and expiratory phases (MLDD), the ratio of the MLD (E/I MLD), and the relative volume percentage of lung density at 50-Hounsfield unit (HU) interval threshold (E600 to E950). We calculated the sensitivity, specificity, and diagnostic accuracy of the lung density indices for the diagnosis of BO. A total of 81 patients, including 51 patients with BO and 30 controls, were included in this study. In the BO patients, expiratory (EXP) MLD and MLDD were significantly lower, and E/I MLD and expiratory low attenuation areas below the threshold of -850 HU to -950 HU (E850, E900, and E950) were statistically significantly higher than controls. Multivariate logistic regression analysis showed that MLDD (odds ratio [OR] = 0.98, p < .001), E/I MLD (OR = 1.39, p < .001), and E850 to E950 were significant densitometry parameters for BO diagnosis. In a receiver-operating characteristic analysis, E900 (cutoff, 1.4%; AUC = 0.920), E/I MLD (cutoff, 0.87; AUC = 0.887), and MLDD (cutoff, 109 HU; AUC = 0.867) showed high accuracy for the diagnosis of BO. In conclusion, the lung CT densitometry can serve as a quantitative marker providing additional indications of expiratory airflow limitation in pediatric patients with BO.Entities:
Mesh:
Year: 2022 PMID: 35797398 PMCID: PMC9262182 DOI: 10.1371/journal.pone.0271135
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.752
Patient characteristics in all patients.
| Control (N = 30) | BO (N = 51) | ||
|---|---|---|---|
| Median age (IQR), years | 12.5 (9–15) | 9.0 (6–15) | 0.158 |
| Gender, male | 18 (60.0%) | 32 (62.7%) | 0.993 |
| Diagnosis | − | Post-HSCT BO, 44 (86.3%) PIBO, 7 (13.7%) | < .001 |
| FVC % | 95.3 ± 12.2 | 73.7 ± 23.3 | < .001 |
| FEV1% | 88.4 ± 12.3 | 53.2 ± 21.8 | < .001 |
| FEV1/FVC % | 86.2 ± 6.0 | 66.7 ± 18.8 | < .001 |
| FEF25-75% | 86.1 ± 19.3 | 36.6 ± 32.1 | < .001 |
| TLC % | 95.0 ± 10.8 | 99.5 ± 24.4 | 0.358 |
| RV % | 91.0 ± 32.6 | 172.8 ± 84.0 | < .001 |
| DLCO % | 77.6 ± 15.4 | 67.0 ± 21.2 | 0.048 |
| VA L | 3.6 ± 1.1 | 2.5 ± 1.0 | < .001 |
| sRaw % | 134.5 ± 48.9 | 277.4 ± 253.0 | 0.004 |
| INS V mL | 2868.4 ± 1367.1 | 2393.3 ± 1308.7 | 0.125 |
| EXP V mL | 1558.2 ± 761.4 | 1674.9 ± 823.4 | 0.531 |
| INS MLD, HU | -788.0 ± 74.5 | -794.6 ± 71.0 | 0.689 |
| EXP MLD, HU | -659.0 ± 61.6 | -731.4 ± 69.6 | < .001 |
| MLDD, HU | 129.0 ± 54.3 | 63.8 ± 47.2 | < .001 |
| E/I Volume % | 57.6 ± 15.0 | 73.3 ± 18.3 | < .001 |
| E/I MLD % | 83.9 ± 6.2 | 92.2 ± 5.9 | < .001 |
| E950% | 0.0 ± 0.0 | 0.8 ± 1.7 | 0.002 |
| E900% | 0.4 ± 1.0 | 7.7 ± 11.3 | < .001 |
| E850% | 3.9 ± 9.7 | 22.6 ± 21.6 | < .001 |
| E650% | 20.7 ± 10.2 | 10.9 ± 7.5 | < .001 |
| E600% | 26.2 ± 13.8 | 13.8 ± 9.2 | < .001 |
Definition of abbreviations: BO, bronchiolitis obliterans; HSCT, hematopoietic stem cell transplantation; PIBO, post infectious BO; INS, inspiratory; EXP, expiratory; MLD, mean lung density; MLDD, mean lung density difference; HU, Hounsfield units; E950, expiratory low attenuation volume percentage under 950 HU.
Fig 1Example of densitometry parameter measurements using the 3D chest CT of a representative subject in the A) inspiratory and B) expiratory phases.
Fig 2Comparison of quantitative lung densitometry indices and conventional pulmonary function test results according to diagnosis.
Fig 3Scatter plot of inspiratory mean lung densities according to age for the A) control and B) bronchiolitis obliterans (BO) groups.
Univariate and multivariate linear regression for lung density indices (LDIs) with conventional PFTs.
| Univariate | Multivariate | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Beta | lwr | upr |
| Beta | lwr | upr |
| ||
| EXP MLD | FEV1 | 0.44 | 0.2 | 0.69 | < .001 | ||||
| FEV1/FVC | 0.55 | 0.32 | 0.78 | < .001 | |||||
| FEF25-75 | 0.45 | 0.21 | 0.7 | < .001 | |||||
| RV | -0.65 | -0.86 | -0.44 | < .001 | -0.43 | -0.78 | -0.07 | 0.019 | |
| sRaw | -0.62 | -0.84 | -0.41 | < .001 | -0.27 | -0.63 | 0.08 | 0.126 | |
| MLDD | FEV1 | 0.53 | 0.29 | 0.76 | < .001 | 0.37 | 0.08 | 0.66 | 0.015 |
| FEV1/FVC | 0.41 | 0.17 | 0.66 | 0.001 | |||||
| FEF25-75 | 0.43 | 0.18 | 0.67 | 0.001 | |||||
| RV | -0.44 | -0.68 | -0.19 | < .001 | |||||
| sRaw | -0.48 | -0.72 | -0.24 | < .001 | -0.25 | -0.54 | 0.04 | 0.092 | |
| E/I MLD | FEV1 | -0.53 | -0.76 | -0.3 | < .001 | -0.35 | -0.64 | -0.06 | 0.018 |
| FEV1/FVC | -0.44 | -0.68 | -0.19 | < .001 | |||||
| FEF25-75 | -0.45 | -0.69 | -0.2 | < .001 | |||||
| RV | 0.48 | 0.24 | 0.72 | < .001 | |||||
| sRaw | 0.51 | 0.27 | 0.74 | < .001 | 0.29 | 0 | 0.58 | 0.052 | |
| E/I Volume | FEV1 | -0.5 | -0.74 | -0.27 | < .001 | -0.56 | -0.93 | -0.19 | 0.004 |
| FEV1/FVC | -0.32 | -0.58 | -0.07 | 0.015 | 0.38 | -0.03 | 0.78 | 0.067 | |
| FEF25-75 | -0.36 | -0.61 | -0.1 | 0.007 | |||||
| RV | 0.36 | 0.11 | 0.61 | 0.006 | |||||
| sRaw | 0.46 | 0.22 | 0.7 | < .001 | 0.38 | 0.05 | 0.7 | 0.025 | |
| E950 | FEV1 | -0.03 | -0.05 | -0.02 | < .001 | ||||
| FEV1/FVC | -0.04 | -0.06 | -0.02 | < .001 | |||||
| FEF25-75 | -0.02 | -0.03 | -0.01 | 0.002 | |||||
| RV | 0.01 | 0.01 | 0.02 | < .001 | |||||
| sRaw | 0.11 | 0.09 | 0.14 | < .001 | 0.11 | 0.08 | 0.13 | < .001 | |
| E900 | FEV1 | -0.55 | -0.78 | -0.32 | < .001 | ||||
| FEV1/FVC | -0.57 | -0.79 | -0.34 | < .001 | |||||
| FEF25-75 | -0.47 | -0.71 | -0.23 | < .001 | |||||
| RV | 0.7 | 0.5 | 0.89 | < .001 | |||||
| sRaw | 0.84 | 0.7 | 0.99 | < .001 | 0.84 | 0.7 | 0.99 | < .001 | |
| E850 | FEV1 | -0.56 | -0.78 | -0.33 | < .001 | ||||
| FEV1/FVC | -0.6 | -0.82 | -0.38 | < .001 | |||||
| FEF25-75 | -0.52 | -0.75 | -0.29 | < .001 | -0.16 | -0.36 | 0.05 | 0.136 | |
| RV | 0.66 | 0.46 | 0.87 | < .001 | |||||
| sRaw | 0.76 | 0.59 | 0.94 | < .001 | 0.68 | 0.47 | 0.89 | < .001 | |
| E650 | FEV1 | 0.42 | 0.18 | 0.67 | 0.001 | ||||
| FEV1/FVC | 0.46 | 0.22 | 0.7 | < .001 | |||||
| FEF25-75 | 0.43 | 0.18 | 0.68 | < .001 | |||||
| RV | -0.52 | -0.76 | -0.29 | < .001 | -0.55 | -0.77 | -0.32 | < .001 | |
| sRaw | -0.44 | -0.69 | -0.2 | < .001 | |||||
| E600 | FEV1 | 0.41 | 0.16 | 0.66 | 0.002 | ||||
| FEV1/FVC | 0.46 | 0.22 | 0.7 | < .001 | |||||
| FEF25-75 | 0.42 | 0.17 | 0.67 | 0.001 | |||||
| RV | -0.53 | -0.76 | -0.3 | < .001 | -0.55 | -0.78 | -0.33 | < .001 | |
| sRaw | -0.44 | -0.68 | -0.19 | < .001 | |||||
* p value < 0.05
** p value < 0.01
†Beta = unstandardized regression coefficient adjusted by age and gender
Multivariate logistic regression of LDIs for diagnosis BO.
| Multivariate | ||||
|---|---|---|---|---|
| OR | lcl | ucl | ||
| FEV1% | 0.89 | 0.83 | 0.94 | < .001 |
| FEV1/FVC % | 0.89 | 0.82 | 0.94 | < .001 |
| FEF25-75% | 0.94 | 0.92 | 0.97 | < .001 |
| RV % | 1.03 | 1.01 | 1.05 | < .001 |
| sRaw % | 1.01 | 1 | 1.03 | 0.018 |
| INS MLD, HU | 0.99 | 0.98 | 1 | 0.192 |
| EXP MLD, HU | 0.98 | 0.97 | 0.99 | < .001 |
| MLDD, HU | 0.98 | 0.96 | 0.99 | < .001 |
| E/I MLD % | 1.39 | 1.15 | 1.67 | < .001 |
| E/I Volume % | 1.11 | 1.03 | 1.19 | < .001 |
| E950% | 1.01 | 1.00 | 1.02 | 0.006 |
| E900% | 1.42 | 1.02 | 1.96 | 0.036 |
| E850% | 1.54 | 1.16 | 2.04 | 0.003 |
| E650% | 0.87 | 0.81 | 0.94 | < .001 |
| E600% | 0.90 | 0.85 | 0.95 | < .001 |
Covariates included in multivariate model: age, gender
Cut off, Sensitivity, specificity, and their area under the curve (AUC) with 95% CI of LDIs for diagnosis of BO.
| Cutoff | Sensitivity | Specificity | PPV | NPV | AUC | 95% CI | |||
|---|---|---|---|---|---|---|---|---|---|
| FEV1% | 81.0 | 96.6 | 84.2 | 90.3 | 94.1 | 0.931 | 0.86 | 1.00 | < .001 |
| FEV1/FVC % | 80.0 | 89.7 | 84.2 | 89.7 | 84.2 | 0.897 | 0.80 | 0.99 | < .001 |
| FEF25-75% | 56.0 | 93.1 | 100.0 | 100.0 | 905.0 | 0.961 | 0.89 | 1.00 | < .001 |
| RV % | 132.0 | 65.5 | 94.7 | 95.0 | 64.3 | 0.805 | 0.68 | 0.93 | < .001 |
| sRaw % | 161.0 | 69.0 | 89.5 | 90.9 | 65.4 | 0.807 | 0.68 | 0.93 | < .001 |
| INS MLD, HU | -841.0 | 55.2 | 84.2 | 84.2 | 55.2 | 0.678 | 0.53 | 0.83 | < .001 |
| EXP MLD, HU | -714.0 | 82.8 | 89.5 | 92.3 | 77.3 | 0.849 | 0.73 | 0.97 | < .001 |
| MLDD, HU | 109.0 | 86.2 | 78.9 | 86.2 | 78.9 | 0.867 | 0.76 | 0.98 | < .001 |
| E/I MLD % | 86.9 | 86.2 | 89.5 | 92.6 | 81.0 | 0.887 | 0.79 | 0.99 | < .001 |
| E/I Volume % | 56.4 | 86.2 | 68.4 | 80.6 | 76.5 | 0.797 | 0.66 | 0.93 | < .001 |
| E950% | 0.1 | 86.2 | 94.7 | 18.2 | 3.8 | 0.919 | 0.85 | 0.99 | 0.093 |
| E900% | 1.4 | 79.3 | 100.0 | 100.0 | 76.0 | 0.920 | 0.84 | 1.00 | 0.007 |
| E850% | 4.6 | 93.1 | 94.7 | 96.4 | 90.0 | 0.913 | 0.82 | 1.00 | < .001 |
| E650% | 10.0 | 72.4 | 89.5 | 91.3 | 68.0 | 0.856 | 0.75 | 0.97 | < .001 |
| E600% | 15.7 | 82.8 | 78.9 | 85.7 | 75.0 | 0.853 | 0.75 | 0.96 | < .001 |