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Si us plau utilitzeu sempre aquest identificador per citar o enllaçar aquest document: https://hdl.handle.net/2445/115592
Physical activity patterns and clusters in 1001 patients with COPD
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We described physical activity measures and hourly patterns in
patients with chronic obstructive pulmonary disease (COPD) after
stratification for generic and COPD-specific characteristics
and, based on multiple physical activity measures, we identified
clusters of patients. In total, 1001 patients with COPD (65%
men; age, 67 years; forced expiratory volume in the first second
[FEV1], 49% predicted) were studied cross-sectionally.
Demographics, anthropometrics, lung function and clinical data
were assessed. Daily physical activity measures and hourly
patterns were analysed based on data from a multisensor armband.
Principal component analysis (PCA) and cluster analysis were
applied to physical activity measures to identify clusters. Age,
body mass index (BMI), dyspnoea grade and ADO index (including
age, dyspnoea and airflow obstruction) were associated with
physical activity measures and hourly patterns. Five clusters
were identified based on three PCA components, which accounted
for 60% of variance of the data. Importantly, couch potatoes
(i.e. the most inactive cluster) were characterised by higher
BMI, lower FEV1, worse dyspnoea and higher ADO index compared to
other clusters ( p < 0.05 for all). Daily physical activity
measures and hourly patterns are heterogeneous in COPD. Clusters
of patients were identified solely based on physical activity
data. These findings may be useful to develop interventions
aiming to promote physical activity in COPD.
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MESQUITA, Rafael, SPINA, Gabriele, PITTA, Fabio, DONAIRE GONZÁLEZ, David, DEERING, Brenda m., PATEL, Mehul s., MITCHELL, Katy e., ALISON, Jennifer, VAN GESTEL, Aarnoldus j. r., ZOGG, Stefanie, GAGNON, Philippe, ABASCAL-BOLADO, Beatriz, VAGAGGINI, Barbara, GARCÍA AYMERICH, Judith, JENKINS, Sue c., ROMME, Elisabeth a., KON, Samantha s., ALBERT, Paul s., WASCHKI, Benjamin, SHRIKRISHNA, Dinesh, SINGH, Sally j., HOPKINSON, Nicholas s., MIEDINGER, David, BENZO, Roberto p., MALTAIS, François, PAGGIARO, Pierluigi, MCKEOUGH, Zoe j., POLKEY, Michael i., HILL, Kylie, MAN, William d.-c., CLARENBACH, Christian f., HERNANDES, Nidia a., SAVI, Daniela s., WOOTTON, Sally, FURLANETTO, Karina c., CINDY NG, Li w., VAES, Anouk w., JENKINS, Christine, EASTWOOD, Peter r., JARRETA, Diana, KIRSTEN, Anne-marie, BROOKS, Dina, HILLMAN, David r., SANT'ANNA, Thaıs, MEIJER, Kenneth, DURR, Selina, RUTTEN, Erika p., KOHLER, Malcolm, PROBST, Vanessa s., TAL-SINGER, Ruth, GARCIA GIL, Esther, DEN BRINKER, Albertus c., LEUPPI, Jorg d., CALVERLEY, Peter m., SMEENK, Frank w., COSTELLO, Richard w., GRAMM, Marco, GOLDSTEIN, Roger, GROENEN, Miriam t., MAGNUSSEN, Helgo, WOUTERS, Emiel, ZUWALLACK, Richard l., AMFT, Oliver, WATZ, Henrik, SPRUIT, Martijn a.. Physical activity patterns and clusters in 1001 patients with
COPD. _Chronic Respiratory Disease_. 2017. Vol. 14, núm. 3, pàgs. 256-269. [consulta: 18 de febrer de 2026]. ISSN: 1479-9723. [Disponible a: https://hdl.handle.net/2445/115592]