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Open AccessJournal ArticleDOI

Identification and prospective validation of clinically relevant chronic obstructive pulmonary disease (COPD) subtypes

TLDR
In patients with COPD recruited at their first hospitalisation, three different COPD subtypes were identified and prospectively validated: ‘severe respiratory COPD’, ‘moderate respiratory COPd’ and ‘systemic COPD'.
Abstract
Background Chronic obstructive pulmonary disease (COPD) is increasingly considered a heterogeneous condition. It was hypothesised that COPD, as currently defined, includes different clinically relevant subtypes. Methods To identify and validate COPD subtypes, 342 subjects hospitalised for the first time because of a COPD exacerbation were recruited. Three months after discharge, when clinically stable, symptoms and quality of life, lung function, exercise capacity, nutritional status, biomarkers of systemic and bronchial inflammation, sputum microbiology, CT of the thorax and echocardiography were assessed. COPD groups were identified by partitioning cluster analysis and validated prospectively against cause-specific hospitalisations and all-cause mortality during a 4 year follow-up. Results Three COPD groups were identified: group 1 (n¼126, 67 years) was characterised by severe airflow limitation (postbronchodilator forced expiratory volume in 1 s (FEV1) 38% predicted) and worse performance in most of the respiratory domains of the disease; group 2 (n¼125, 69 years) showed milder airflow limitation (FEV1 63% predicted); and group 3 (n¼91, 67 years) combined a similarly milder airflow limitation (FEV1 58% predicted) with a high proportion of obesity, cardiovascular disorders, diabetes and systemic inflammation. During follow-up, group 1 had more frequent hospitalisations due to COPD (HR 3.28, p<0.001) and higher all-cause mortality (HR 2.36, p¼0.018) than the other two groups, whereas group 3 had more admissions due to cardiovascular disease (HR 2.87, p¼0.014). Conclusions In patients with COPD recruited at their first hospitalisation, three different COPD subtypes were identified and prospectively validated: ‘severe respiratory COPD’, ‘moderate respiratory COPD’, and ‘systemic COPD’.

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Journal ArticleDOI

Anemia and survival in chronic obstructive pulmonary disease: a dichotomous rather than a continuous predictor.

TL;DR: This is the first study to indicate that anemia (but not the Hb value) is independently associated with survival in stable COPD outpatients and should be treated as a categorical variable in future scoring systems.
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Treatable traits in acute exacerbations of chronic airway diseases

TL;DR: This work reviews the literature relating to treatable traits in airway diseases and proposes this approach as a potentially useful model of care to both prevent and manage acute exacerbations.
Journal ArticleDOI

Physical activity patterns and clusters in 1001 patients with COPD

Rafael Mesquita, +64 more
TL;DR: Physical activity measures and hourly patterns in patients with chronic obstructive pulmonary disease (COPD) are heterogeneous and couch potatoes were characterised by higher BMI, lower FEV1, worse dyspnoea and higher ADO index compared to other clusters.
Journal ArticleDOI

Treatment responsiveness of phenotypes of symptomatic airways obstruction in adults

TL;DR: Cluster analysis of adults with symptomatic airflow obstruction identifies 5 disease phenotypes, including asthma-COPD overlap and obese-comorbid phenotype, and provides evidence that patients with the asthma and COPD overlap syndrome might benefit from inhaled corticosteroid therapy.
References
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Journal ArticleDOI

Inference and missing data

Donald B. Rubin
- 01 Dec 1976 - 
TL;DR: In this article, it was shown that ignoring the process that causes missing data when making sampling distribution inferences about the parameter of the data, θ, is generally appropriate if and only if the missing data are missing at random and the observed data are observed at random, and then such inferences are generally conditional on the observed pattern of missing data.
Journal ArticleDOI

The Body-Mass Index, Airflow Obstruction, Dyspnea, and Exercise Capacity Index in Chronic Obstructive Pulmonary Disease

TL;DR: The BODE index, a simple multidimensional grading system, is better than the FEV1 at predicting the risk of death from any cause and from respiratory causes among patients with COPD.
Book

Users' Guides to the Medical Literature

TL;DR: Without a way of critically appraising the information they receive, clinicians are relatively helpless in deciding what new information to learn and decide how to modify their practice.
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