Literature DB >> 32779976

Emphysema Index Based on Hyperpolarized 3He or 129Xe Diffusion MRI: Performance and Comparison with Quantitative CT and Pulmonary Function Tests.

Sina Tafti1, William J Garrison1, John P Mugler1, Y Michael Shim1, Talissa A Altes1, Jaime F Mata1, Eduard E de Lange1, Gordon D Cates1, Alan M Ropp1, Chengbo Wang1, G Wilson Miller1.   

Abstract

Background Apparent diffusion coefficient (ADC) maps of inhaled hyperpolarized gases have shown promise in the characterization of emphysema in patients with chronic obstructive pulmonary disease (COPD), yet an easily interpreted quantitative metric beyond mean and standard deviation has not been established. Purpose To introduce a quantitative framework with which to characterize emphysema burden based on hyperpolarized helium 3 (3He) and xenon 129 (129Xe) ADC maps and compare its diagnostic performance with CT-based emphysema metrics and pulmonary function tests (PFTs). Materials and Methods Twenty-seven patients with mild, moderate, or severe COPD and 13 age-matched healthy control subjects participated in this retrospective study. Participants underwent CT and multiple b value diffusion-weighted 3He and 129Xe MRI examinations and standard PFTs between August 2014 and November 2017. ADC-based emphysema index was computed separately for each gas and b value as the fraction of lung voxels with ADC values greater than in the healthy group 99th percentile. The resulting values were compared with quantitative CT results (relative lung area <-950 HU) as the reference standard. Diagnostic performance metrics included area under the receiver operating characteristic curve (AUC). Spearman rank correlations and Wilcoxon rank sum tests were performed between ADC-, CT-, and PFT-based metrics, and intraclass correlation was performed between repeated measurements. Results Thirty-six participants were evaluated (mean age, 60 years ± 6 [standard deviation]; 20 women). ADC-based emphysema index was highly repeatable (intraclass correlation coefficient > 0.99) and strongly correlated with quantitative CT (r = 0.86, P < .001 for 3He; r = 0.85, P < .001 for 129Xe) with high AUC (≥0.93; 95% confidence interval [CI]: 0.85, 1.00). ADC emphysema indices were also correlated with percentage of predicted diffusing capacity of lung for carbon monoxide (r = -0.81, P < .001 for 3He; r = -0.80, P < .001 for 129Xe) and percentage of predicted residual lung volume divided by total lung capacity (r = 0.65, P < .001 for 3He; r = 0.61, P < .001 for 129Xe). Conclusion Emphysema index based on hyperpolarized helium 3 or xenon 129 diffusion MRI provides a repeatable measure of emphysema burden, independent of gas or b value, with similar diagnostic performance as quantitative CT or pulmonary function metrics. © RSNA, 2020 Online supplemental material is available for this article. See also the editorial by Schiebler and Fain in this issue.

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Year:  2020        PMID: 32779976      PMCID: PMC7526952          DOI: 10.1148/radiol.2020192804

Source DB:  PubMed          Journal:  Radiology        ISSN: 0033-8419            Impact factor:   11.105


  37 in total

1.  Automatic lung segmentation for accurate quantitation of volumetric X-ray CT images.

Authors:  S Hu; E A Hoffman; J M Reinhardt
Journal:  IEEE Trans Med Imaging       Date:  2001-06       Impact factor: 10.048

2.  Evaluation of emphysema severity and progression in a rabbit model: comparison of hyperpolarized 3He and 129Xe diffusion MRI with lung morphometry.

Authors:  Jaime F Mata; Talissa A Altes; Jing Cai; Kai Ruppert; Wayne Mitzner; Klaus D Hagspiel; Bina Patel; Michael Salerno; James R Brookeman; Eduard E de Lange; William A Tobias; Hsuan-Tsung J Wang; Gordon D Cates; John P Mugler
Journal:  J Appl Physiol (1985)       Date:  2006-11-16

3.  Hyperpolarized 3He apparent diffusion coefficient MRI of the lung: reproducibility and volume dependency in healthy volunteers and patients with emphysema.

Authors:  Sandra Diaz; Ingrid Casselbrant; Eeva Piitulainen; Goran Pettersson; Peter Magnusson; Barry Peterson; Per Wollmer; Peter Leander; Olle Ekberg; Per Akeson
Journal:  J Magn Reson Imaging       Date:  2008-04       Impact factor: 4.813

4.  Chronic Obstructive Pulmonary Disease: Lobar Analysis with Hyperpolarized 129Xe MR Imaging.

Authors:  Tahreema N Matin; Najib Rahman; Annabel H Nickol; Mitchell Chen; Xiaojun Xu; Neil J Stewart; Tom Doel; Vicente Grau; James M Wild; Fergus V Gleeson
Journal:  Radiology       Date:  2016-10-12       Impact factor: 11.105

5.  CT-Definable Subtypes of Chronic Obstructive Pulmonary Disease: A Statement of the Fleischner Society.

Authors:  David A Lynch; John H M Austin; James C Hogg; Philippe A Grenier; Hans-Ulrich Kauczor; Alexander A Bankier; R Graham Barr; Thomas V Colby; Jeffrey R Galvin; Pierre Alain Gevenois; Harvey O Coxson; Eric A Hoffman; John D Newell; Massimo Pistolesi; Edwin K Silverman; James D Crapo
Journal:  Radiology       Date:  2015-05-11       Impact factor: 11.105

6.  Pulmonary emphysema: effect of lung volume on objective quantification at thin-section CT.

Authors:  Afarine Madani; Alain Van Muylem; Pierre Alain Gevenois
Journal:  Radiology       Date:  2010-07-27       Impact factor: 11.105

7.  Emphysema in young adult survivors of moderate-to-severe bronchopulmonary dysplasia.

Authors:  P M Wong; A N Lees; J Louw; F Y Lee; N French; K Gain; C P Murray; A Wilson; D C Chambers
Journal:  Eur Respir J       Date:  2008-04-02       Impact factor: 16.671

8.  Direct comparison of 129 Xe diffusion measurements with quantitative histology in human lungs.

Authors:  Robert P Thomen; James D Quirk; David Roach; Tiffany Egan-Rojas; Kai Ruppert; Roger D Yusen; Talissa A Altes; Dmitriy A Yablonskiy; Jason C Woods
Journal:  Magn Reson Med       Date:  2016-01-17       Impact factor: 4.668

9.  Hyperpolarized 3He and 129Xe MR imaging in healthy volunteers and patients with chronic obstructive pulmonary disease.

Authors:  Miranda Kirby; Sarah Svenningsen; Amir Owrangi; Andrew Wheatley; Adam Farag; Alexei Ouriadov; Giles E Santyr; Roya Etemad-Rezai; Harvey O Coxson; David G McCormack; Grace Parraga
Journal:  Radiology       Date:  2012-09-05       Impact factor: 11.105

10.  Hyperpolarized 3He and 129Xe magnetic resonance imaging apparent diffusion coefficients: physiological relevance in older never- and ex-smokers.

Authors:  Miranda Kirby; Alexei Ouriadov; Sarah Svenningsen; Amir Owrangi; Andrew Wheatley; Roya Etemad-Rezai; Giles E Santyr; David G McCormack; Grace Parraga
Journal:  Physiol Rep       Date:  2014-07-16
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  9 in total

1.  Functional imaging of COPD by CT and MRI.

Authors:  David A Lynch
Journal:  Br J Radiol       Date:  2021-09-19       Impact factor: 3.629

2.  Ventilation heterogeneity imaged by multibreath wash-ins of hyperpolarized 3 He and 129 Xe in healthy rabbits.

Authors:  Hooman Hamedani; Stephen Kadlecek; Kai Ruppert; Yi Xin; Ian Duncan; Rahim R Rizi
Journal:  J Physiol       Date:  2021-08-10       Impact factor: 6.228

Review 3.  Pulmonary Functional Imaging: Part 2-State-of-the-Art Clinical Applications and Opportunities for Improved Patient Care.

Authors:  Warren B Gefter; Kyung Soo Lee; Mark L Schiebler; Grace Parraga; Joon Beom Seo; Yoshiharu Ohno; Hiroto Hatabu
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Authors:  Meredith A Jones; William M MacCuaig; Alex N Frickenstein; Seda Camalan; Metin N Gurcan; Jennifer Holter-Chakrabarty; Katherine T Morris; Molly W McNally; Kristina K Booth; Steven Carter; William E Grizzle; Lacey R McNally
Journal:  Biomedicines       Date:  2021-02-04

Review 5.  In vivo methods and applications of xenon-129 magnetic resonance.

Authors:  Helen Marshall; Neil J Stewart; Ho-Fung Chan; Madhwesha Rao; Graham Norquay; Jim M Wild
Journal:  Prog Nucl Magn Reson Spectrosc       Date:  2020-12-09       Impact factor: 9.795

Review 6.  State-of-the-art MR Imaging for Thoracic Diseases.

Authors:  Yumi Tanaka; Yoshiharu Ohno; Satomu Hanamatsu; Yuki Obama; Takahiro Ueda; Hirotaka Ikeda; Akiyoshi Iwase; Takashi Fukuba; Hidekazu Hattori; Kazuhiro Murayama; Takeshi Yoshikawa; Daisuke Takenaka; Hisanobu Koyama; Hiroshi Toyama
Journal:  Magn Reson Med Sci       Date:  2021-04-29       Impact factor: 2.760

Review 7.  Medical Gas Therapy for Tissue, Organ, and CNS Protection: A Systematic Review of Effects, Mechanisms, and Challenges.

Authors:  Ross D Zafonte; Lei Wang; Christian A Arbelaez; Rachel Dennison; Yang D Teng
Journal:  Adv Sci (Weinh)       Date:  2022-03-04       Impact factor: 17.521

8.  Accelerate gas diffusion-weighted MRI for lung morphometry with deep learning.

Authors:  Caohui Duan; He Deng; Sa Xiao; Junshuai Xie; Haidong Li; Xiuchao Zhao; Dongshan Han; Xianping Sun; Xin Lou; Chaohui Ye; Xin Zhou
Journal:  Eur Radiol       Date:  2021-07-13       Impact factor: 7.034

Review 9.  Lung MRI with hyperpolarised gases: current & future clinical perspectives.

Authors:  Neil J Stewart; Laurie J Smith; Ho-Fung Chan; James A Eaden; Smitha Rajaram; Andrew J Swift; Nicholas D Weatherley; Alberto Biancardi; Guilhem J Collier; David Hughes; Gill Klafkowski; Christopher S Johns; Noreen West; Kelechi Ugonna; Stephen M Bianchi; Rod Lawson; Ian Sabroe; Helen Marshall; Jim M Wild
Journal:  Br J Radiol       Date:  2021-06-09       Impact factor: 3.629

  9 in total

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