Literature DB >> 30642838

Quantitative Imaging Markers of Lung Function in a Smoking Population Distinguish COPD Subgroups with Differential Lung Cancer Risk.

Christine M Lusk1,2, Angela S Wenzlaff1,2, Donovan Watza1,2, Jessica C Sieren3, Natasha Robinette4, Garrett Walworth4, Michael Petrich4, Christine Neslund-Dudas5,6, Michael J Flynn5,7, Thomas Song7, David Spizarny5,7, Michael J Simoff6,8, Ayman O Soubani1,9, Shirish Gadgeel10, Ann G Schwartz11,2.   

Abstract

BACKGROUND: Chronic obstructive pulmonary disease (COPD) is a heterogeneous condition with respect to onset, progression, and response to therapy. Incorporating clinical- and imaging-based features to refine COPD phenotypes provides valuable information beyond that obtained from traditional clinical evaluations. We characterized the spectrum of COPD-related phenotypes in a sample of former and current smokers and evaluated how these subgroups differ with respect to sociodemographic characteristics, COPD-related comorbidities, and subsequent risk of lung cancer.
METHODS: White (N = 659) and African American (N = 520) male and female participants without lung cancer (controls) in the INHALE study who completed a chest CT scan, interview, and spirometry test were used to define distinct COPD-related subgroups based on hierarchical clustering. Seven variables were used to define clusters: pack years, quit years, FEV1/FVC, % predicted FEV1, and from quantitative CT (qCT) imaging, % emphysema, % air trapping, and mean lung density ratio. Cluster definitions were then applied to INHALE lung cancer cases (N = 576) to evaluate lung cancer risk.
RESULTS: Five clusters were identified that differed significantly with respect to sociodemographic (e.g., race, age) and clinical (e.g., BMI, limitations due to breathing difficulties) characteristics. Increased risk of lung cancer was associated with increasingly detrimental lung function clusters (when ordered from most detrimental to least detrimental).
CONCLUSIONS: Measures of lung function vary considerably among smokers and are not fully explained by smoking intensity. IMPACT: Combining clinical (spirometry) and radiologic (qCT) measures of COPD defines a spectrum of lung disease that predicts lung cancer risk differentially among patient clusters. ©2019 American Association for Cancer Research.

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Year:  2019        PMID: 30642838      PMCID: PMC6449213          DOI: 10.1158/1055-9965.EPI-18-0886

Source DB:  PubMed          Journal:  Cancer Epidemiol Biomarkers Prev        ISSN: 1055-9965            Impact factor:   4.254


  23 in total

1.  Interpretative strategies for lung function tests.

Authors:  R Pellegrino; G Viegi; V Brusasco; R O Crapo; F Burgos; R Casaburi; A Coates; C P M van der Grinten; P Gustafsson; J Hankinson; R Jensen; D C Johnson; N MacIntyre; R McKay; M R Miller; D Navajas; O F Pedersen; J Wanger
Journal:  Eur Respir J       Date:  2005-11       Impact factor: 16.671

2.  Quantitative imaging of COPD.

Authors:  David A Lynch; John D Newell
Journal:  J Thorac Imaging       Date:  2009-08       Impact factor: 3.000

3.  Spirometric reference values from a sample of the general U.S. population.

Authors:  J L Hankinson; J R Odencrantz; K B Fedan
Journal:  Am J Respir Crit Care Med       Date:  1999-01       Impact factor: 21.405

4.  Cluster analysis in the COPDGene study identifies subtypes of smokers with distinct patterns of airway disease and emphysema.

Authors:  Peter J Castaldi; Jennifer Dy; James Ross; Yale Chang; George R Washko; Douglas Curran-Everett; Andre Williams; David A Lynch; Barry J Make; James D Crapo; Russ P Bowler; Elizabeth A Regan; John E Hokanson; Greg L Kinney; Meilan K Han; Xavier Soler; Joseph W Ramsdell; R Graham Barr; Marilyn Foreman; Edwin van Beek; Richard Casaburi; Gerald J Criner; Sharon M Lutz; Steven I Rennard; Stephanie Santorico; Frank C Sciurba; Dawn L DeMeo; Craig P Hersh; Edwin K Silverman; Michael H Cho
Journal:  Thorax       Date:  2014-02-21       Impact factor: 9.139

Review 5.  COPD: definition and phenotypes.

Authors:  Jørgen Vestbo
Journal:  Clin Chest Med       Date:  2013-12-12       Impact factor: 2.878

6.  SPIROMICS Protocol for Multicenter Quantitative Computed Tomography to Phenotype the Lungs.

Authors:  Jered P Sieren; John D Newell; R Graham Barr; Eugene R Bleecker; Nathan Burnette; Elizabeth E Carretta; David Couper; Jonathan Goldin; Junfeng Guo; MeiLan K Han; Nadia N Hansel; Richard E Kanner; Ella A Kazerooni; Fernando J Martinez; Stephen Rennard; Prescott G Woodruff; Eric A Hoffman
Journal:  Am J Respir Crit Care Med       Date:  2016-10-01       Impact factor: 21.405

Review 7.  Quantitative computed tomography measurements to evaluate airway disease in chronic obstructive pulmonary disease: Relationship to physiological measurements, clinical index and visual assessment of airway disease.

Authors:  Atsushi Nambu; Jordan Zach; Joyce Schroeder; Gongyoung Jin; Song Soo Kim; Yu-Il Kim; Christina Schnell; Russell Bowler; David A Lynch
Journal:  Eur J Radiol       Date:  2016-09-13       Impact factor: 3.528

8.  Identification of five chronic obstructive pulmonary disease subgroups with different prognoses in the ECLIPSE cohort using cluster analysis.

Authors:  Stephen I Rennard; Nicholas Locantore; Bruno Delafont; Ruth Tal-Singer; Edwin K Silverman; Jørgen Vestbo; Bruce E Miller; Per Bakke; Bartolomé Celli; Peter M A Calverley; Harvey Coxson; Courtney Crim; Lisa D Edwards; David A Lomas; William MacNee; Emiel F M Wouters; Julie C Yates; Ignacio Coca; Alvar Agustí
Journal:  Ann Am Thorac Soc       Date:  2015-03

9.  Predictors of mortality in patients with emphysema and severe airflow obstruction.

Authors:  Fernando J Martinez; Gregory Foster; Jeffrey L Curtis; Gerard Criner; Gail Weinmann; Alfred Fishman; Malcolm M DeCamp; Joshua Benditt; Frank Sciurba; Barry Make; Zab Mohsenifar; Philip Diaz; Eric Hoffman; Robert Wise
Journal:  Am J Respir Crit Care Med       Date:  2006-03-16       Impact factor: 21.405

10.  CT metrics of airway disease and emphysema in severe COPD.

Authors:  Woo Jin Kim; Edwin K Silverman; Eric Hoffman; Gerard J Criner; Zab Mosenifar; Frank C Sciurba; Barry J Make; Vincent Carey; Raúl San José Estépar; Alejandro Diaz; John J Reilly; Fernando J Martinez; George R Washko
Journal:  Chest       Date:  2009-05-01       Impact factor: 9.410

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