Detrended fluctuation analysis of peak expiratory flow and exacerbation frequency in COPD

被引:18
作者
Donaldson, Gavin C. [1 ]
Seemungal, Terence A. R. [2 ]
Hurst, John R. [1 ]
Wedzicha, Jadwiga A. [1 ]
机构
[1] UCL, Sch Med, Acad Unit Resp Med, London NW3 2PF, England
[2] Univ W Indies, Dept Clin Med Sci, St Augustine, Trinidad Tobago
基金
英国医学研究理事会;
关键词
Anti-cholinergic agent; chronic obstructive pulmonary disease; detrended fluctuation analysis; exacerbations; peak expiratory flow; OBSTRUCTIVE PULMONARY-DISEASE; FRACTAL DYNAMICS; MOVING AVERAGE; CHRONIC ASTHMA; TIOTROPIUM; RISK;
D O I
10.1183/09031936.00180811
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
摘要
We investigated whether exacerbation frequency in chronic obstructive pulmonary disease (COPD) was related to an exponent alpha which quantifies self-similarity in daily peak expiratory flow (PEF) and is calculated using detrended fluctuation analysis (DFA). We examined data from COPD patients who recorded an increase in respiratory symptoms and post-bronchodilator PEF on daily diary cards. We also investigated PEF data from a double-blind, placebo-controlled trial of the anti-cholinergic agent, tiotropium. In the observational study there were 308 patients with COPD (195 males; mean +/- SD age 68.3 +/- 8.4 yrs, forced expiratory volume in 1 s (FEV1) 1.12 +/- 0.46 L, FEV1 % predicted 44.5 +/- 16.4%). The mean +/- SD alpha over the first year was 0.944 +/- 0.19 and it was positively related to the frequency of exacerbations per year (p=0.009). In the clinical trial, a was lower in COPD patients randomised to tiotropium, mean +/- SD 0.87 +/- 0.21 (n=48) than on placebo, mean +/- SD 0.95 +/- 0.19 (n=52; p=0.035). Power analysis showed that fewer patients would be required for clinical studies with a as the outcome measure than exacerbation frequency. DFA shows that daily PEF in COPD has long-term correlations which are related to exacerbation frequency. Monitoring of PEF and use of a may result in smaller COPD patient sample sizes in trials.
引用
收藏
页码:1123 / 1129
页数:7
相关论文
共 36 条
[1]   Second-order moving average and scaling of stochastic time series [J].
Alessio, E ;
Carbone, A ;
Castelli, G ;
Frappietro, V .
EUROPEAN PHYSICAL JOURNAL B, 2002, 27 (02) :197-200
[2]  
BALL P, 1995, QJM-INT J MED, V88, P61
[3]   Changes in Detrended Fluctuation Indices with Aging in Healthy and Congestive Heart Failure Subjects [J].
Barquero-Perez, Oscar ;
de Sa, Joaquim Marques ;
Rojo-Alvarez, Jose Luis ;
Goya-Esteban, Rebeca .
COMPUTERS IN CARDIOLOGY 2008, VOLS 1 AND 2, 2008, :45-+
[4]   Combined salmeterol and fluticasone in the treatment of chronic obstructive pulmonary disease: a randomised controlled trial [J].
Calverley, P ;
Pauwels, R ;
Vestbo, J ;
Jones, P ;
Pride, N ;
Gulsvik, A ;
Anderson, J ;
Maden, C .
LANCET, 2003, 361 (9356) :449-456
[5]   Fractal correlation property of heart rate variability in chronic obstructive pulmonary disease [J].
Carvalho, Tatiana D. ;
Pastre, Carlos Marcelo ;
de Godoy, Moacir Fernandes ;
Fereira, Celso ;
Pitta, Fabio O. ;
de Abreu, Luiz Carlos ;
Cipulo Ramos, Ercy Mara ;
Valenti, Vitor E. ;
Marques Vanderlei, Luiz Carlos .
INTERNATIONAL JOURNAL OF CHRONIC OBSTRUCTIVE PULMONARY DISEASE, 2011, 6 :23-28
[6]   Effect of nonstationarities on detrended fluctuation analysis [J].
Chen, Z ;
Ivanov, PC ;
Hu, K ;
Stanley, HE .
PHYSICAL REVIEW E, 2002, 65 (04) :15
[7]   Longitudinal changes in the nature, severity and frequency of COPD exacerbations [J].
Donaldson, GC ;
Seemungal, TAR ;
Patel, IS ;
Lloyd-Owen, SJ ;
Wilkinson, TMA ;
Wedzicha, JA .
EUROPEAN RESPIRATORY JOURNAL, 2003, 22 (06) :931-936
[8]   Relationship between exacerbation frequency and lung function decline in chronic obstructive pulmonary disease [J].
Donaldson, GC ;
Seemungal, TAR ;
Bhowmik, A ;
Wedzicha, JA .
THORAX, 2002, 57 (10) :847-852
[9]   Physiological time series:: distinguishing fractal noises from motions [J].
Eke, A ;
Hermán, P ;
Bassingthwaighte, JB ;
Raymond, GM ;
Percival, DB ;
Cannon, M ;
Balla, I ;
Ikrényi, C .
PFLUGERS ARCHIV-EUROPEAN JOURNAL OF PHYSIOLOGY, 2000, 439 (04) :403-415
[10]  
EMPEY DW, 1976, AM REV RESPIR DIS, V113, P131