Clinical relevance of lung function trajectory clusters in middle-aged and older adults
- Author
- Xander Bertels (UGent) , James C. Ross, Rosa Faner, Michael H. Cho, M. Arfan Ikram, Guy Brusselle (UGent) and Lies Lahousse (UGent)
- Organization
- Abstract
- Background The determinants and health outcomes of lung function trajectories in adults among the general population are poorly understood. We aimed to identify and characterise clusters of lung function trajectories in adults aged >= 45 years. Methods Gaussian finite-mixture modelling was applied to baseline and annualised change of forced expiratory volume in 1 s (FEV1), forced vital capacity (FVC) and FEV1/FVC ratio z-scores in participants of the Rotterdam Study, a prospective population-based cohort study, with repeated spirometry (n=3884; mean +/- SD age 64.7 +/- 8.9 years). Longitudinal outcomes were all-cause mortality, respiratory outcomes (symptoms, COPD (FEV1/FVC <0.7 in absence of asthma), preserved ratio impaired spirometry (PRISm; FEV1/FVC.0.7 and FEV1 or FVC <80%)), smoking cessation and weight changes. Independent risk factors, including genetics, were identified by multiple logistic regression. Results We identified eight trajectory clusters, with the reference group having persistently normal spirometry (prevalence 42.8%). Three clusters showed higher mortality, adjusted for confounders: 1) the persistently low FEV1 cluster (prevalence 6.8%, hazard ratio (HR) 1.71, 95% CI 1.37-2.13); 2) rapid FEV1 decliners (prevalence 4.6%, HR 1.48, 95% CI 1.10-1.99); and 3) FVC decliners (prevalence 3.7%, HR 1.49, 95% CI 1.09-2.03). In contrast, FVC improvers (prevalence 6.7%, HR 0.61, 95% CI 0.41-0.90) and persistently high FEV1 (prevalence 29.2%, HR 0.82, 95% CI 0.69-0.98) were protective trajectory clusters. Clusters were characterised by differences in genetic predisposition (polygenic scores of FEV1 and FEV1/FVC), demographics, cigarette smoking, respiratory symptoms (chronic cough, wheezing and dyspnoea), cardiovascular factors (body mass index, hypertension and heart failure) and serum C-reactive protein levels. Frailty, weight changes and the development of respiratory symptoms, COPD and PRISm were significantly associated with trajectory clusters. Conclusions This study reveals clinically relevant lung function trajectory clusters in older adults of the general population.
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Please use this url to cite or link to this publication: http://hdl.handle.net/1854/LU-01HYJ88K31B818PDHTK7TE94S8
- MLA
- Bertels, Xander, et al. “Clinical Relevance of Lung Function Trajectory Clusters in Middle-Aged and Older Adults.” ERJ OPEN RESEARCH, vol. 10, no. 1, 2024, doi:10.1183/23120541.00793-2023.
- APA
- Bertels, X., Ross, J. C., Faner, R., Cho, M. H., Ikram, M. A., Brusselle, G., & Lahousse, L. (2024). Clinical relevance of lung function trajectory clusters in middle-aged and older adults. ERJ OPEN RESEARCH, 10(1). https://doi.org/10.1183/23120541.00793-2023
- Chicago author-date
- Bertels, Xander, James C. Ross, Rosa Faner, Michael H. Cho, M. Arfan Ikram, Guy Brusselle, and Lies Lahousse. 2024. “Clinical Relevance of Lung Function Trajectory Clusters in Middle-Aged and Older Adults.” ERJ OPEN RESEARCH 10 (1). https://doi.org/10.1183/23120541.00793-2023.
- Chicago author-date (all authors)
- Bertels, Xander, James C. Ross, Rosa Faner, Michael H. Cho, M. Arfan Ikram, Guy Brusselle, and Lies Lahousse. 2024. “Clinical Relevance of Lung Function Trajectory Clusters in Middle-Aged and Older Adults.” ERJ OPEN RESEARCH 10 (1). doi:10.1183/23120541.00793-2023.
- Vancouver
- 1.Bertels X, Ross JC, Faner R, Cho MH, Ikram MA, Brusselle G, et al. Clinical relevance of lung function trajectory clusters in middle-aged and older adults. ERJ OPEN RESEARCH. 2024;10(1).
- IEEE
- [1]X. Bertels et al., “Clinical relevance of lung function trajectory clusters in middle-aged and older adults,” ERJ OPEN RESEARCH, vol. 10, no. 1, 2024.
@article{01HYJ88K31B818PDHTK7TE94S8, abstract = {{Background The determinants and health outcomes of lung function trajectories in adults among the general population are poorly understood. We aimed to identify and characterise clusters of lung function trajectories in adults aged >= 45 years. Methods Gaussian finite-mixture modelling was applied to baseline and annualised change of forced expiratory volume in 1 s (FEV1), forced vital capacity (FVC) and FEV1/FVC ratio z-scores in participants of the Rotterdam Study, a prospective population-based cohort study, with repeated spirometry (n=3884; mean +/- SD age 64.7 +/- 8.9 years). Longitudinal outcomes were all-cause mortality, respiratory outcomes (symptoms, COPD (FEV1/FVC <0.7 in absence of asthma), preserved ratio impaired spirometry (PRISm; FEV1/FVC.0.7 and FEV1 or FVC <80%)), smoking cessation and weight changes. Independent risk factors, including genetics, were identified by multiple logistic regression. Results We identified eight trajectory clusters, with the reference group having persistently normal spirometry (prevalence 42.8%). Three clusters showed higher mortality, adjusted for confounders: 1) the persistently low FEV1 cluster (prevalence 6.8%, hazard ratio (HR) 1.71, 95% CI 1.37-2.13); 2) rapid FEV1 decliners (prevalence 4.6%, HR 1.48, 95% CI 1.10-1.99); and 3) FVC decliners (prevalence 3.7%, HR 1.49, 95% CI 1.09-2.03). In contrast, FVC improvers (prevalence 6.7%, HR 0.61, 95% CI 0.41-0.90) and persistently high FEV1 (prevalence 29.2%, HR 0.82, 95% CI 0.69-0.98) were protective trajectory clusters. Clusters were characterised by differences in genetic predisposition (polygenic scores of FEV1 and FEV1/FVC), demographics, cigarette smoking, respiratory symptoms (chronic cough, wheezing and dyspnoea), cardiovascular factors (body mass index, hypertension and heart failure) and serum C-reactive protein levels. Frailty, weight changes and the development of respiratory symptoms, COPD and PRISm were significantly associated with trajectory clusters. Conclusions This study reveals clinically relevant lung function trajectory clusters in older adults of the general population.}}, articleno = {{00793-2023}}, author = {{Bertels, Xander and Ross, James C. and Faner, Rosa and Cho, Michael H. and Ikram, M. Arfan and Brusselle, Guy and Lahousse, Lies}}, issn = {{2312-0541}}, journal = {{ERJ OPEN RESEARCH}}, language = {{eng}}, number = {{1}}, pages = {{12}}, title = {{Clinical relevance of lung function trajectory clusters in middle-aged and older adults}}, url = {{http://doi.org/10.1183/23120541.00793-2023}}, volume = {{10}}, year = {{2024}}, }
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