| Literature DB >> 34589542 |
Grace T Mussell1, Helen Marshall1, Laurie J Smith1, Alberto M Biancardi1, Paul J C Hughes1, David J Capener1, Jody Bray1, Andrew J Swift1, Smitha Rajaram1, Alison M Condliffe2,3, Guilhem J Collier1, Chris S Johns1, Nick D Weatherley1,3, Jim M Wild1, Ian Sabroe3.
Abstract
BACKGROUND: Hyperpolarised gas magnetic resonance imaging (MRI) can be used to assess ventilation patterns. Previous studies have shown the image-derived metric of ventilation defect per cent (VDP) to correlate with forced expiratory volume in 1 s (FEV1)/forced vital capacity (FVC) and FEV1 in asthma.Entities:
Year: 2021 PMID: 34589542 PMCID: PMC8473920 DOI: 10.1183/23120541.00785-2020
Source DB: PubMed Journal: ERJ Open Res ISSN: 2312-0541
Description of metrics calculated
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| Calculated from the segmentation of the 1H anatomical MRI. TCV is the total lung volume and is measured in litres |
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| Calculated from the ventilation image segmentation. VV represents the volume of ventilated lung and is measured in litres |
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| The percentage of the TCV that is not ventilated. Areas of the xenon images that contribute to VDP appear black. It is calculated as VDP=100−((VV/TCV)×100) |
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| A marker of the heterogeneity of the xenon signal within ventilated regions of the MRI images. For each ventilated pixel, a local coefficient of variation of signal intensity in the surrounding pixels (CV) is computed. The interquartile range of the CV within the ventilated lung is reported. Increased VHI is associated with increased ventilation heterogeneity |
MRI: magnetic resonance imaging.
Subject demographics, lung function and ventilation magnetic resonance imaging metrics
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| 26 (69) | 18 (61) | 18 (61) |
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| 45.7±12.86 | 48.8±12.5 | 48.8±12.5 |
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| 166±8.59 | 165±9.00 | 165±9.00 |
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| 2.49±0.82 | 2.08±0.88 | 2.41±0.86 |
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| 79.30±23.04 | 65.03±24.45 | 75.52±23.31 |
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| −1.59±1.55 | −2.58±1.70 | −1.84±1.56 |
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| 64.27±14.68 | 57.53±13.59 | 59.63±13.21 |
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| −1.97±1.44 | −2.73±1.37 | −2.35±1.41 |
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| 1.70 (5.4) | 0.9 (2.7) | 1.4 (2.9) |
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| 53.81±34.30 | 36.41±26.22 | 46.67±30.07 |
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| −2.96±1.59 | −2.83±1.41 | −2.31±1.42 |
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| 0.23 (1.10) | 0.36 (1.10) | 0.36 (1.10) |
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| 1.73 (28.17) | 5.30 (31.11) | 1.80 (28.17) |
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| 0.13±0.04 | 0.14±0.04 | 0.13±0.04 |
Values given as mean±sd or median (range) unless otherwise indicated. FEV1: forced expiratory volume in 1 s; FVC: forced vital capacity; FEF25–75%: forced expiratory flow between 25% and 75% of FVC; VDP: ventilation defect per cent; VHI: ventilation heterogeneity index.
FIGURE 1Examples of the different visual patterns observed on ventilation magnetic resonance imaging from three patients. Ventilation is shown in greyscale; black regions within the lungs are ventilation defects. a) Subject was reported to have no defects; b) and c) subjects were noted as having substantial ventilation defects on the radiologists’ report. a) forced expiratory volume in 1 s (FEV1) −1.17, FEV1/forced vital capacity (FVC) 0.91, ventilation defect per cent (VDP) 0.40%, ventilation heterogeneity index (VHI) 0.10. b) FEV1 −3.27, FEV1/FVC −2.99, VDP 1.85%, VHI 0.13. c) FEV1 −2.3, FEV1/FVC −3.58, VDP 17.96%, VHI 0.14.
FIGURE 2Correlations of ventilation defect per cent (VDP) and ventilation heterogeneity index (VHI) with forced expiratory volume in 1 s (FEV1) and FEV1/forced vital capacity (FVC). Data show the correlations in VDP and FEV1, VHI and FEV1, VDP and FEV1/FVC, and VHI and FEV1/FVC. The lower limit of normal is indicated at −1.64 z-scores. Spearman correlations with VDP and Pearson correlations with VHI.
Summary of subjects’ reversibility in their FEV1, magnetic resonance imaging metrics and visual changes in response to bronchodilator
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| 6.2/230 | N | −0.01 | −0.01 | Y |
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| 24.3/180 | N | −3.40 | 0.02 | N |
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| 40.9/360 | Y | 4.80 | 0.01 | N |
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| 22.0/370 | Y | −4.82 | −0.03 | Y |
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| 48.0/1100 | Y | −9.70 | −0.02 | Y |
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| 3.5/100 | N | −3.00 | 0.00 | N |
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| 18.7/250 | Y | −2.14 | −0.02 | N |
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| 21.6/440 | Y | −1.46 | −0.01 | N |
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| 31.3/520 | Y | −10.7 | 0.02 | N |
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| 5.3/150 | N | −1.91 | −0.01 | N |
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| 14.0/360 | Y | −2.49 | −0.02 | Y |
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| 82.6/760 | Y | −19.42 | −0.02 | Y |
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| 2.7/90 | N | −0.02 | 0.00 | N |
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| 7.9/150 | N | −4.97 | 0.04 | N |
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| 16.7/240 | Y | −10.00 | −0.06 | Y |
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| 4.6/100 | N | −0.94 | 0.00 | Y |
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| 19.1/510 | Y | −0.46 | −0.01 | Y |
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| 6.0/190 | N | −0.54 | −0.01 | N |
FEV1: forced expiratory volume in 1 s; VDP: ventilation defect per cent; VHI: ventilation heterogeneity index.
FIGURE 3Images showing changes with bronchodilator in two different patients: a) subject 5 and b) subject 3. Arrows highlight areas where defects resolved or worsened. Images show increased ventilation in subject in a) after bronchodilator inhalation and decreased ventilation in subject in b). Table 3 shows details of each subject's metrics.
Summary of subjects’ MRI classification, spirometry and ACQ7 scores
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| 8 | 1 | 8 | 1 | 2 | 7 |
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| 6 | 11 | 5 | 12 | 1 | 14 |
Magnetic resonance imaging (MRI) classified based on radiologists’ reports (normal: no or minor ventilation defects; abnormal: substantial ventilation defects). ACQ7: Asthma Control Questionnaire 7; FEV1: forced expiratory volume in 1 s; FVC: forced vital capacity.
FIGURE 4Contribution of magnetic resonance imaging to clinical assessment. a) Small to moderate sized ventilation defects in a symptomatic patient with consistently normal spirometry. b) Relatively homogeneous ventilation in a highly symptomatic patient.