Literature DB >> 23980521

Distinct quantitative computed tomography emphysema patterns are associated with physiology and function in smokers.

Peter J Castaldi1, Raúl San José Estépar, Carlos S Mendoza, Craig P Hersh, Nan Laird, James D Crapo, David A Lynch, Edwin K Silverman, George R Washko.   

Abstract

RATIONALE: Emphysema occurs in distinct pathologic patterns, but little is known about the epidemiologic associations of these patterns. Standard quantitative measures of emphysema from computed tomography (CT) do not distinguish between distinct patterns of parenchymal destruction.
OBJECTIVES: To study the epidemiologic associations of distinct emphysema patterns with measures of lung-related physiology, function, and health care use in smokers.
METHODS: Using a local histogram-based assessment of lung density, we quantified distinct patterns of low attenuation in 9,313 smokers in the COPDGene Study. To determine if such patterns provide novel insights into chronic obstructive pulmonary disease epidemiology, we tested for their association with measures of physiology, function, and health care use.
MEASUREMENTS AND MAIN RESULTS: Compared with percentage of low-attenuation area less than -950 Hounsfield units (%LAA-950), local histogram-based measures of distinct CT low-attenuation patterns are more predictive of measures of lung function, dyspnea, quality of life, and health care use. These patterns are strongly associated with a wide array of measures of respiratory physiology and function, and most of these associations remain highly significant (P < 0.005) after adjusting for %LAA-950. In smokers without evidence of chronic obstructive pulmonary disease, the mild centrilobular disease pattern is associated with lower FEV1 and worse functional status (P < 0.005).
CONCLUSIONS: Measures of distinct CT emphysema patterns provide novel information about the relationship between emphysema and key measures of physiology, physical function, and health care use. Measures of mild emphysema in smokers with preserved lung function can be extracted from CT scans and are significantly associated with functional measures.

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Year:  2013        PMID: 23980521      PMCID: PMC3863741          DOI: 10.1164/rccm.201305-0873OC

Source DB:  PubMed          Journal:  Am J Respir Crit Care Med        ISSN: 1073-449X            Impact factor:   21.405


  40 in total

Review 1.  On the progressive nature of emphysema: roles of proteases, inflammation, and mechanical forces.

Authors:  Béla Suki; Kenneth R Lutchen; Edward P Ingenito
Journal:  Am J Respir Crit Care Med       Date:  2003-09-01       Impact factor: 21.405

2.  Texture-based quantification of pulmonary emphysema on high-resolution computed tomography: comparison with density-based quantification and correlation with pulmonary function test.

Authors:  Yang Shin Park; Joon Beom Seo; Namkug Kim; Eun Jin Chae; Yeon Mok Oh; Sang Do Lee; Youngjoo Lee; Suk-Ho Kang
Journal:  Invest Radiol       Date:  2008-06       Impact factor: 6.016

3.  Panacinar emphysema: CT and pathologic findings.

Authors:  D Spouge; J R Mayo; W Cardoso; N L Müller
Journal:  J Comput Assist Tomogr       Date:  1993 Sep-Oct       Impact factor: 1.826

4.  Computer recognition of regional lung disease patterns.

Authors:  R Uppaluri; E A Hoffman; M Sonka; P G Hartley; G W Hunninghake; G McLennan
Journal:  Am J Respir Crit Care Med       Date:  1999-08       Impact factor: 21.405

5.  MDCT-based 3-D texture classification of emphysema and early smoking related lung pathologies.

Authors:  Ye Xu; Milan Sonka; Geoffrey McLennan; Junfeng Guo; Eric A Hoffman
Journal:  IEEE Trans Med Imaging       Date:  2006-04       Impact factor: 10.048

6.  Usefulness of the Medical Research Council (MRC) dyspnoea scale as a measure of disability in patients with chronic obstructive pulmonary disease.

Authors:  J C Bestall; E A Paul; R Garrod; R Garnham; P W Jones; J A Wedzicha
Journal:  Thorax       Date:  1999-07       Impact factor: 9.139

7.  Quantitative analysis of pulmonary emphysema using local binary patterns.

Authors:  Lauge Sørensen; Saher B Shaker; Marleen de Bruijne
Journal:  IEEE Trans Med Imaging       Date:  2010-02       Impact factor: 10.048

8.  Association of CYP2A6 deletion polymorphism with smoking habit and development of pulmonary emphysema.

Authors:  N Minematsu; H Nakamura; M Iwata; H Tateno; T Nakajima; S Takahashi; S Fujishima; K Yamaguchi
Journal:  Thorax       Date:  2003-07       Impact factor: 9.139

9.  Transforming growth factor-beta receptor-3 is associated with pulmonary emphysema.

Authors:  Craig P Hersh; Nadia N Hansel; Kathleen C Barnes; David A Lomas; Sreekumar G Pillai; Harvey O Coxson; Rasika A Mathias; Nicholas M Rafaels; Robert A Wise; John E Connett; Barbara J Klanderman; Francine L Jacobson; Ritu Gill; Augusto A Litonjua; David Sparrow; John J Reilly; Edwin K Silverman
Journal:  Am J Respir Cell Mol Biol       Date:  2009-01-08       Impact factor: 6.914

10.  Physiological associations of computerized tomography lung density: a factor analysis.

Authors:  Suzanne Marsh; Sarah Aldington; Mathew V Williams; Michael Nowitz; Andrew Kingzett-Taylor; Mark Weatherall; Phillipa Shirtcliffe; Alison Pritchard; Richard Beasley
Journal:  Int J Chron Obstruct Pulmon Dis       Date:  2006
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  60 in total

1.  High-Attenuation Areas on Chest Computed Tomography and Clinical Respiratory Outcomes in Community-Dwelling Adults.

Authors:  Anna J Podolanczuk; Elizabeth C Oelsner; R Graham Barr; Elana J Bernstein; Eric A Hoffman; Imaani J Easthausen; Karen Hinckley Stukovsky; Arindam RoyChoudhury; Erin D Michos; Ganesh Raghu; Steven M Kawut; David J Lederer
Journal:  Am J Respir Crit Care Med       Date:  2017-12-01       Impact factor: 21.405

2.  Biomechanical CT metrics are associated with patient outcomes in COPD.

Authors:  Sandeep Bodduluri; Surya P Bhatt; Eric A Hoffman; John D Newell; Carlos H Martinez; Mark T Dransfield; Meilan K Han; Joseph M Reinhardt
Journal:  Thorax       Date:  2017-01-02       Impact factor: 9.139

3.  Objectively Measured Chronic Lung Injury on Chest CT.

Authors:  Rola Harmouche; Samuel Y Ash; Rachel K Putman; Gary M Hunninghake; Ruben San Jose Estepar; Fernando J Martinez; Augustine M Choi; David A Lynch; Hiroto Hatabu; MeiLan K Han; Russell P Bowler; Ravi Kalhan; Ivan O Rosas; George R Washko; Raul San Jose Estepar
Journal:  Chest       Date:  2019-06-22       Impact factor: 9.410

Review 4.  Imaging approaches to understand disease complexity: chronic obstructive pulmonary disease as a clinical model.

Authors:  Karin J C Sanders; Samuel Y Ash; George R Washko; Felix M Mottaghy; Annemie M W J Schols
Journal:  J Appl Physiol (1985)       Date:  2017-07-27

5.  Smaller Left Ventricle Size at Noncontrast CT Is Associated with Lower Mortality in COPDGene Participants.

Authors:  George R Washko; Pietro Nardelli; Samuel Y Ash; Farbod N Rahaghi; Gonzalo Vegas Sanchez-Ferrero; Carolyn E Come; Mark T Dransfield; Ravi Kalhan; MeiLan K Han; Surya P Bhatt; J Michael Wells; Carrie L Pistenmaa; Alejandro A Diaz; James C Ross; Stephen Rennard; Gabriela Querejeta Roca; Amil M Shah; Kendra Young; Gregory L Kinney; John E Hokanson; Alvar Agustí; Raúl San José Estépar
Journal:  Radiology       Date:  2020-05-05       Impact factor: 11.105

6.  Regional Emphysema of a Non-Small Cell Tumor Is Associated with Larger Tumors and Decreased Survival Rates.

Authors:  C Matthew Kinsey; Raúl San José Estépar; Yongyue Wei; George R Washko; David C Christiani
Journal:  Ann Am Thorac Soc       Date:  2015-08

7.  Clinical and Genetic Associations of Objectively Identified Interstitial Changes in Smokers.

Authors:  Samuel Y Ash; Rola Harmouche; Rachel K Putman; James C Ross; Alejandro A Diaz; Gary M Hunninghake; Jorge Onieva Onieva; Fernando J Martinez; Augustine M Choi; David A Lynch; Hiroto Hatabu; Ivan O Rosas; Raul San Jose Estepar; George R Washko
Journal:  Chest       Date:  2017-05-12       Impact factor: 9.410

8.  A Bayesian Nonparametric Model for Disease Subtyping: Application to Emphysema Phenotypes.

Authors:  James C Ross; Peter J Castaldi; Michael H Cho; Junxiang Chen; Yale Chang; Jennifer G Dy; Edwin K Silverman; George R Washko; Raul San Jose Estepar
Journal:  IEEE Trans Med Imaging       Date:  2017-01       Impact factor: 10.048

9.  Active relearning for robust supervised training of emphysema patterns.

Authors:  Sushravya Raghunath; Srinivasan Rajagopalan; Ronald A Karwoski; Brian J Bartholmai; Richard A Robb
Journal:  J Digit Imaging       Date:  2014-08       Impact factor: 4.056

Review 10.  Progress in Imaging COPD, 2004 - 2014.

Authors:  David A Lynch
Journal:  Chronic Obstr Pulm Dis       Date:  2014-05-06
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