Longitudinal modeling of lung function trajectories in smokers with and without chronic obstructive pulmonary disease

American Journal of Respiratory and Critical Care Medicine

Volumn 198, Issue 8, 2018, Pages 1033-1042

  Ross, James C ^a   Castaldi, Peter J ^a,b   Cho, Michael H ^a,b   Hersh, Craig P ^a,b   Rahaghi, Farbod N ^a   Sánchez Ferrero, Gonzalo V ^a   Parker, Margaret M ^b   Litonjua, Augusto A ^b   Sparrow, David ^c,d   Dy, Jennifer G ^e   Silverman, Edwin K ^a,b   Washko, George R ^a   Estépar, Raúl San José ^a  

^a BRIGHAM AND WOMEN S HOSPITAL   (United States)

^b HARVARD MEDICAL SCHOOL   (United States)

^c VETERANS AFFAIRS MEDICAL CENTER   (United States)

^d BOSTON UNIVERSITY SCHOOL OF MEDICINE   (United States)

^e Northeastern University   (United States)

Author keywords

Chronic obstructive pulmonary disease; Longitudinal analysis; Lung function trajectories

Indexed keywords

ADULT; AGED; ARTICLE; CHRONIC OBSTRUCTIVE LUNG DISEASE; COMPUTER ASSISTED TOMOGRAPHY; CONTROLLED STUDY; DISEASE BURDEN; DYSPNEA; EMPHYSEMA; EXERCISE; FOLLOW UP; FORCED EXPIRATORY VOLUME; FORCED VITAL CAPACITY; GENETIC DIFFERENCE; GENETIC PREDISPOSITION; HUMAN; LONGITUDINAL STUDY; LUNG EMPHYSEMA; LUNG FUNCTION; MAJOR CLINICAL STUDY; MALE; PHENOTYPE; PRIORITY JOURNAL; RESPIRATORY TRACT DISEASE; SMOKING; ADVERSE EVENT; CASE CONTROL STUDY; COMPLICATION; DISEASE EXACERBATION; LUNG; LUNG FUNCTION TEST; MIDDLE AGED; PATHOPHYSIOLOGY; VERY ELDERLY; YOUNG ADULT;

ADULT; AGED; AGED, 80 AND OVER; CASE-CONTROL STUDIES; DISEASE PROGRESSION; FORCED EXPIRATORY VOLUME; HUMANS; LONGITUDINAL STUDIES; LUNG; MALE; MIDDLE AGED; PULMONARY DISEASE, CHRONIC OBSTRUCTIVE; RESPIRATORY FUNCTION TESTS; SMOKING; YOUNG ADULT;

EID: 85053128337     PISSN: 1073449X     EISSN: 15354970     Source Type: Journal    
DOI: 10.1164/rccm.201707-1405OC     Document Type: Article

References (26)

1. World Health Organization. World health statistics 2008. Geneva, Switzerland: World Health Organization; 2008.
2. Minino AM, Murphy SL. Death in the United States, 2010. NCHS Data Brief 2012;99:1-8.
3. Fletcher C, Peto R. The natural history of chronic airflow obstruction. Br Med J 1977;1:1645.
4. Speizer FE, Tager IB. Epidemiology of chronic mucus hypersecretion and obstructive airways disease. Epidemiol Rev 1979;1:124-142.
5. Lange P, Celli B, Agustí A, Boje Jensen G, Divo M, Faner R, et al. Lungfunction trajectories leading to chronic obstructive pulmonary disease. N Engl J Med 2015;373:111-122.
6. McGeachie MJ, Yates KP, Zhou X, Guo F, Sternberg AL, Van Natta ML, et al. Patterns of growth and decline in lung function in persistent childhood asthma. N Engl J Med 2016;374: 1842-1852.
7. Agustí A, Noell G, Brugada J, Faner R. Lung function in early adulthood and health in later life: A transgenerational cohort analysis. Lancet Respir Med 2017;5:935-945.
8. Pinto LM, Alghamdi M, Benedetti A, Zaihra T, Landry T, Bourbeau J. Derivation and validation of clinical phenotypes for COPD: A systematic review. Respir Res 2015;16:50.
9. Ross JC, Castaldi PJ, Cho MH, Chen J, Chang Y, Dy JG, et al. A Bayesian nonparametric model for disease subtyping: Application to emphysema phenotypes. IEEE Trans Med Imaging 2017;36: 343-354.
10. Bell B, Rose CL, Damon A. The Normative Aging Study: An interdisciplinary and longitudinal study of health and aging. Int J Aging Hum Dev 1972;3: 5-17.
11. Sparrow D, O'Connor G, Colton T, Barry CL, Weiss ST. The relationship of nonspecific bronchial responsiveness to the occurrence of respiratory symptoms and decreased levels of pulmonary function: The Normative Aging Study. Am Rev Respir Dis 1987;135:1255-1260.
12. Regan EA, Hokanson JE, Murphy JR, Make B, Lynch DA, Beaty TH, et al. Genetic epidemiology of COPD (COPDGene) study design. COPD 2010;7:32-43.
13. Cho MH, McDonald ML, Zhou X, Mattheisen M, Castaldi PJ, Hersh CP, et al.; NETT Genetics, ICGN, ECLIPSE, and COPDGene Investigators. Risk loci for chronic obstructive pulmonary disease: A genome-wide association study and meta-analysis. Lancet Respir Med 2014;2: 214-225.
14. Gould GA, MacNee W, McLean A, Warren PM, Redpath A, Best JJ, et al. CT measurements of lung density in life can quantitate distal airspace enlargement: An essential defining feature of human emphysema. Am Rev Respir Dis 1988;137:380-392.
15. Nakano Y, Wong JC, de Jong PA, Buzatu L, Nagao T, Coxson HO, et al. The prediction of small airway dimensions using computed tomography. Am J Respir Crit Care Med 2005;171:142-146.
16. Galbán CJ, Han MK, Boes JL, Chughtai KA, Meyer CR, Johnson TD, et al. Computed tomography-based biomarker provides unique signature for diagnosis of COPD phenotypes and disease progression. Nat Med 2012;18:1711-1715.
17. Egozcue JJ, Pawlowsky-Glahn V, Mateu-Figueras G, Barceló-Vidal C. Isometric logratio transformations for compositional data analysis. Math Geol 2003;35:279-300.
18. Watanabe S. Asymptotic equivalence of Bayes cross validation and widely applicable information criterion in singular learning theory. J Mach Learn Res 2010;11:3571-3594.
19. Welch BL. The generalisation of student's problems when several different population variances are involved. Biometrika 1947;34:28-35.
20. Jones E, Oliphant E, Peterson P, et al. SciPy: Open source scientific tools for Python, 2001- [accessed 21 June 2018]. Available from: Http://www.scipy.org/.
21. Celli BR, Cote CG, Marin JM, Casanova C, Montes de Oca M, Mendez RA, et al. The body-mass index, airflow obstruction, dyspnea, and exercise capacity index in chronic obstructive pulmonary disease. N Engl J Med 2004;350:1005-1012.
22. R Core Team. R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing; 2016. Available from: Https://www.R-project.org/.
23. Pearson K. On the criterion that a given system of deviations from the probable in the case of a correlated system of variables is such that it can be reasonably supposed to have arisen from random sampling. Lond Edinb Dublin Philos Mag J Sci 1900;50:157-175.
24. Yang J, Lee SH, Goddard ME, Visscher PM. GCTA: A tool for genomewide complex trait analysis. Am J Hum Genet 2011;88:76-82.
25. Zhou JJ, Cho MH, Castaldi PJ, Hersh CP, Silverman EK, Laird NM. Heritability of chronic obstructive pulmonary disease and related phenotypes in smokers. Am J Respir Crit Care Med 2013;188:941-947.
26. Hogg JC, Chu F, Utokaparch S, Woods R, Elliott WM, Buzatu L, et al. The nature of small-airway obstruction in chronic obstructive pulmonary disease. N Engl J Med 2004;350:2645-2653.