Pulmonary Imaging Biomarkers of Gas Trapping and Emphysema in COPD: 3He MR Imaging and CT Parametric Response Maps

被引:50
作者
Capaldi, Dante P. I. [1 ,2 ]
Zha, Nanxi [1 ]
Guo, Fumin [1 ,3 ]
Pike, Damien [1 ,2 ]
McCormack, David G. [4 ]
Kirby, Miranda [5 ]
Parraga, Grace [1 ,2 ,3 ]
机构
[1] Robarts Res Inst, Imaging Res Labs, 1151 Richmond St N, London, ON N6A 5B7, Canada
[2] Univ Western Ontario, Dept Med Biophys, London, ON, Canada
[3] Univ Western Ontario, Grad Program Biomed Engn, London, ON, Canada
[4] Univ Western Ontario, Dept Med, Div Respirol, London, ON, Canada
[5] St Pauls Hosp, Heart & Lung Inst, Vancouver, BC V6Z 1Y6, Canada
基金
加拿大自然科学与工程研究理事会; 加拿大健康研究院;
关键词
QUANTITATIVE COMPUTED-TOMOGRAPHY; APPARENT DIFFUSION-COEFFICIENTS; HIGH-RESOLUTION CT; HYPERPOLARIZED HE-3; VENTILATION DEFECTS; AIRWAYS DISEASE; LUNG-FUNCTION; CHEST CT; SEGMENTATION; DIAGNOSIS;
D O I
10.1148/radiol.2015151484
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: To directly compare magnetic resonance (MR) imaging and computed tomography (CT) parametric response map (PRM) measurements of gas trapping and emphysema in ex-smokers both with and without chronic obstructive pulmonary disease (COPD). Materials and Methods: Participants provided written informed consent to a protocol that was approved by a local research ethics board and Health Canada and was compliant with the HIPAA (Institutional Review Board Reg. #00000940). The prospectively planned study was performed from March 2014 to December 2014 and included 58 ex-smokers (mean age, 73 years +/- 9) with (n = 32; mean age, 74 years +/- 7) and without (n = 26; mean age, 70 years +/- 11) COPD. MR imaging (at functional residual capacity plus 1 L), CT (at full inspiration and expiration), and spirometry or plethysmography were performed during a 2-hour visit to generate ventilation defect percent (VDP), apparent diffusion coefficient (ADC), and PRM gas trapping and emphysema measurements. The relationships between pulmonary function and imaging measurements were determined with analysis of variance (ANOVA), Holm-Bonferroni corrected Pearson correlations, multivariate regression modeling, and the spatial overlap coefficient (SOC). Results: VDP, ADC, and PRM gas trapping and emphysema (ANOVA, P < .001) measurements were significantly different in healthy ex-smokers than they were in ex-smokers with COPD. In all ex-smokers, VDP was correlated with PRM gas trapping (r = 0.58, P < .001) and with PRM emphysema (r = 0.68, P < .001). VDP was also significantly correlated with PRM in ex-smokers with COPD (gas trapping: r = 0.47 and P = .03; emphysema: r = 0.62 and P < .001) but not in healthy ex-smokers. In a multivariate model that predicted PRM gas trapping, the forced expiratory volume in 1 second normalized to the forced vital capacity (standardized coefficients [beta(S)] = -0.69, P = .001) and airway wall area percent (beta(S) = -0.22, P = .02) were significant predictors. PRM emphysema was predicted by the diffusing capacity for carbon monoxide (beta(S) = -0.29, P = .03) and VDP (beta(S) = 0.41, P = .001). Helium 3 ADC values were significantly elevated in PRM gastrapping regions (P < .001). The spatial relationship for ventilation defects was significantly greater with PRM gas trapping than with PRM emphysema in patients with mild (for gas trapping, SOC = 36% +/- 28; for emphysema, SOC = 1% +/- 2; P = .001) and moderate (for gas trapping, SOC = 34% +/- 28; for emphysema, SOC = 7% +/- 15; P = .006) COPD. For severe COPD, the spatial relationship for ventilation defects with PRM emphysema (SOC = 64% +/- 30) was significantly greater than that for PRM gas trapping (SOC = 36% +/- 18; P = .01). Conclusion: In all ex-smokers, ADC values were significantly elevated in regions of PRM gas trapping, and VDP was quantitatively and spatially related to both PRM gas trapping and PRM emphysema. In patients with mild to moderate COPD, VDP was related to PRM gas trapping, whereas in patients with severe COPD, VDP correlated with both PRM gas trapping and PRM emphysema. (C) RSNA, 2016
引用
收藏
页码:597 / 608
页数:12
相关论文
共 45 条
  • [1] Relationship between CT air trapping criteria and lung function in small airway impairment quantification
    Bommart, Sebastien
    Marin, Gregory
    Bourdin, Arnaud
    Molinari, Nicolas
    Klein, Francois
    Hayot, Maurice
    Vachier, Isabelle
    Chanez, Pascal
    Mercier, Jacques
    Vernhet-Kovacsik, Helene
    [J]. BMC PULMONARY MEDICINE, 2014, 14
  • [2] Size-specific Dose Estimation for CT: How Should It Be Used and What Does It Mean?
    Brink, James A.
    Morin, Richard L.
    [J]. RADIOLOGY, 2012, 265 (03) : 666 - 668
  • [3] REGIONAL STRUCTURE-FUNCTION CORRELATIONS IN CHRONIC OBSTRUCTIVE LUNG-DISEASE MEASURED WITH POSITRON EMISSION TOMOGRAPHY
    BRUDIN, LH
    RHODES, CG
    VALIND, SO
    BUCKINGHAM, PD
    JONES, T
    HUGHES, JMB
    [J]. THORAX, 1992, 47 (11) : 914 - 921
  • [4] Breast Cancer: Early Prediction of Response to Neoadjuvant Chemotherapy Using Parametric Response Maps for MR Imaging
    Cho, Nariya
    Im, Seock-Ah
    Park, In-Ae
    Lee, Kyung-Hun
    Li, Mulan
    Han, Wonshik
    Noh, Dong-Young
    Moon, Woo Kyung
    [J]. RADIOLOGY, 2014, 272 (02) : 385 - 396
  • [5] Size-specific Dose Estimates for Adult Patients at CT of the Torso
    Christner, Jodie A.
    Braun, Natalie N.
    Jacobsen, Megan C.
    Carter, Rickey E.
    Kofler, James M.
    McCollough, Cynthia H.
    [J]. RADIOLOGY, 2012, 265 (03) : 841 - 847
  • [6] Inert fluorinated gas MRI: a new pulmonary imaging modality
    Couch, Marcus J.
    Ball, Iain K.
    Li, Tao
    Fox, Matthew S.
    Ouriadov, Alexei V.
    Biman, Birubi
    Albert, Mitchell S.
    [J]. NMR IN BIOMEDICINE, 2014, 27 (12) : 1525 - 1534
  • [7] A randomized clinical trial of α1-antitrypsin augmentation therapy
    Dirksen, A
    Dijkman, JH
    Madsen, F
    Stoel, B
    Hutchison, DCS
    Ulrik, CS
    Skovgaard, LT
    Kok-Jensen, A
    Rudolphus, A
    Seersholm, N
    Vrooman, HA
    Reiber, JHC
    Hansen, NC
    Heckscher, T
    Viskum, K
    Stolk, J
    [J]. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 1999, 160 (05) : 1468 - 1472
  • [8] Anatomical distribution of 3He apparent diffusion coefficients in severe chronic obstructive pulmonary disease
    Evans, Andrea
    McCormack, David
    Ouriadov, Alexei
    Etemad-Rezai, Roya
    Santyr, Giles
    Parraga, Grace
    [J]. JOURNAL OF MAGNETIC RESONANCE IMAGING, 2007, 26 (06) : 1537 - 1547
  • [9] Early emphysematous changes in asymptomatic smokers:: Detection with 3He MR imaging
    Fain, Sean B.
    Panth, Shilpa R.
    Evans, Michael D.
    Wentland, Andrew L.
    Holmes, James H.
    Korosec, Frank R.
    O'Brien, Matthew J.
    Fountaine, Harvey
    Grist, Thomas M.
    [J]. RADIOLOGY, 2006, 239 (03) : 875 - 883
  • [10] MRI of helium-3 gas in healthy lungs: Posture related variations of alveolar size
    Fichele, S
    Woodhouse, N
    Swift, AJ
    Said, Z
    Paley, MNJ
    Kasuboski, L
    Mills, GH
    van Beek, EJR
    Wild, JM
    [J]. JOURNAL OF MAGNETIC RESONANCE IMAGING, 2004, 20 (02) : 331 - 335