| Literature DB >> 30161221 |
Yoshinori Fuseya1, Shigeo Muro1, Susumu Sato1, Naoya Tanabe1, Atsuyasu Sato1, Kazuya Tanimura1, Koichi Hasegawa1, Kiyoshi Uemasu1, Takeshi Kubo2, Aki Kido2, Koji Fujimoto2, Yasutaka Fushimi2, Hiroshi Kusahara3, Naotaka Sakashita3, Yoshiharu Ohno4,5, Kaori Togashi2, Michiaki Mishima1, Toyohiro Hirai1.
Abstract
BACKGROUND: The heterogeneous distribution of emphysema is a key feature of chronic obstructive pulmonary disease (COPD) patients that typically is evaluated using high-resolution chest computed tomography (HRCT). Oxygen-enhanced pulmonary magnetic resonance imaging (OEMRI) is a new method to obtain information regarding regional ventilation, diffusion, and perfusion in the lung without radiation exposure. We aimed to compare OEMRI with HRCT for the assessment of heterogeneity in COPD patients.Entities:
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Year: 2018 PMID: 30161221 PMCID: PMC6117056 DOI: 10.1371/journal.pone.0203273
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Characteristics of the study subjects.
| Characteristics | COPD patients (N = 40) | Healthy controls (N = 9) | p-value | |||
|---|---|---|---|---|---|---|
| 70.5 | (65.0, 76.8) | 34.0 | (31.5, 36.5) | <0.0001 | ||
| 1.67 | (1.62, 1.71) | 1.70 | (1.66, 1.76) | 0.051 | ||
| 61.5 | (55.3, 67.0) | 59.0 | (58.4, 66.5) | 0.53 | ||
| 21.5 | (20.3, 23.7) | 20.9 | (19.9, 23.5) | 0.71 | ||
| 13:27:0 | 0:2:7 | |||||
| 50.0 | (41.3, 72.5) | 7.0 | (4.0, 10.0) | 0.018 | ||
| 1.80 | (1.19, 2.19) | 3.91 | (3.79, 4.06) | <0.0001 | ||
| 64.8 | (45.3, 73.7) | 96.9 | (95.4, 105.6) | <0.0001 | ||
| 54.9 | (40.9, 63.3) | 88.7 | (78.7, 92.4) | <0.0001 | ||
| 7/19/11/3 | - | |||||
| 3.56 | (3.01, 3.83) | 4.57 | (4.13, 4.86) | 0.0002 | ||
| 98.6 | (89.1, 109.2) | 97.9 | (89.8, 107.5) | 0.87 | ||
| 39.3 | (34.3, 45.3) | 27.6 | (23.0, 36.7) | 0.0016 | ||
| 12.2 | (8.8, 17.6) | 31.1 | (27.0, 32.9) | <0.0001 | ||
| 53.1 | (37.6, 73.7) | 101.2 | (90.9, 110.3) | <0.0001 | ||
| 7.42 | (7.41, 7.45) | - | - | - | ||
| 76.3 | (72.6, 85.1) | - | - | - | ||
| 39.5 | (37.2, 41.9) | - | - | - | ||
The data are presented as medians (25th, 75th percentiles) unless otherwise indicated.
BMI, body mass index; FEV1, forced expiratory volume in 1 second; %FEV1, percentage of FEV1 predicted; FVC, forced vital capacity; VC, vital capacity; RV, residual volume; TLC, total lung capacity; DLCO, diffusing capacity to alveolar ventilation; PaO2, partial pressure of oxygen in arterial blood; PaCO2, partial pressure of arterial carbon dioxide.
Fig 1The MRERs of the COPD patients and healthy volunteers.
The data are presented as medians (bar).
Fig 2Examples of CT and OEMRI coronal images from COPD patients.
LAV (~-960 HU) is indicated in yellow in the CT image. A. In this case, the coronal CT showed strong emphysematous changes in the left lower lung field, and the OEMRI also showed low oxygen uptake in the left lower lung. Both the coronal CT and OEMRI indicated similar results. B. In this severe emphysematous case, the coronal CT showed the same degree of emphysematous changes in both upper lung fields, although the OEMRI showed lower oxygen uptake in the left upper lung field. The low RER regions in the OEMRI did not necessarily match the low attenuation regions in the CT images.
Fig 3The relationship between quantitative CT and OEMRI.
A. The MRER showed a significant correlation with the LAV%. B. The SD-RER and SD-LAV were significantly correlated in the COPD patients.
Bivariate analyses between the CT and pulmonary function test indices.
| LAV% | SD-LAV | |||
|---|---|---|---|---|
| r | p-value | r | p-value | |
| -0.60 | <0.0001 | -0.20 | 0.2 | |
| -0.64 | <0.0001 | -0.44 | 0.004 | |
| -0.39 | 0.01 | -0.62 | <0.0001 | |
Pearson’s bivariate correlation
Stepwise multivariate regression analysis showing the relative contribution of each CT variable to the prediction of the pulmonary function test results.
| FEV1 | DLCO | PaO2 | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Variables | β | p-value | R2 | β | p-value | R2 | β | p-value | R2 |
| -0.49 | 0.0004 | -0.46 | 0.001 | 0.2 | |||||
| 0.9 | -0.25 | 0.046 | -0.62 | <0.001 | |||||
| -0.34 | 0.01 | -0.26 | 0.04 | 0.4 | |||||
| 0.2 | 0.2 | 0.4 | |||||||
| 0.46 | 0.52 | 0.39 | |||||||
Age, BMI, LAV%, and SD-LAV were included as candidate independent variables.
FEV1, forced expiratory volume in 1 second; DLCO, diffusing capacity to alveolar ventilation
PaO2, partial pressure of oxygen in arterial blood; LAV, low attenuation volume; SD, standard deviation; BMI, body mass index
Bivariate analyses of the oxygen-enhanced MRI and pulmonary function test indices.
| MRER | SD-RER | |||
|---|---|---|---|---|
| r | p-value | r | p-value | |
| 0.30 | 0.06 | -0.14 | 0.4 | |
| 0.58 | <0.0001 | -0.067 | 0.7 | |
| 0.54 | 0.0003 | -0.28 | 0.08 | |
Pearson’s bivariate correlation
Stepwise multivariate regression analysis showing the relative contribution of each variable of the oxygen-enhanced MRI for the prediction of the pulmonary function test results.
| FEV1 | DLCO | PaO2 | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Variables | β | p-value | R2 | β | p-value | R2 | β | p-value | R2 |
| 0.1 | 0.58 | <0.0001 | 0.55 | 0.0001 | |||||
| 0.9 | 0.8 | -0.30 | 0.03 | ||||||
| -0.37 | 0.01 | -0.43 | 0.0006 | 0.4 | |||||
| 0.40 | 0.005 | 0.07 | 0.5 | ||||||
| 0.39 | 0.53 | 0.38 | |||||||
Age, BMI, MRER, and SD-RER were included as candidate independent variables.
FEV1, forced expiratory volume in 1 second; DLCO, diffusing capacity to alveolar ventilation
PaO2, partial pressure of oxygen in arterial blood; MRER, mean relative enhancement ratio; RER, relative enhancement ratio; SD, standard deviation; BMI, body mass index