Fluctuation analysis of respiratory impedance waveform in asthmatic patients: Effect of airway obstruction

Medical and Biological Engineering and Computing

Volumn 50, Issue 12, 2012, Pages 1249-1259

  Veiga, J ^a   Lopes, A J ^a   Jansen, J M ^a   Melo, P L ^a  

^a STATE UNIVERSITY OF RIO DE JANEIRO   (Brazil)

Author keywords

Approximate entropy; Asthma; Complexity; Fluctuation analysis; Recurrence period density entropy; Respiratory mechanics; Variability

Indexed keywords

APPROXIMATE ENTROPY; ASTHMA; COMPLEXITY; FLUCTUATION ANALYSIS; VARIABILITY;

ENTROPY; RESPIRATORY MECHANICS; RESPIRATORY SYSTEM;

DISEASES;

ADULT; AGED; AIRWAY OBSTRUCTION; ANALYSIS OF VARIANCE; ARTICLE; ASTHMA; BREATHING MECHANICS; ENTROPY; HUMAN; LUNG FUNCTION TEST; METHODOLOGY; MIDDLE AGED; OSCILLOMETRY; PATHOPHYSIOLOGY; PHYSIOLOGY; RECEIVER OPERATING CHARACTERISTIC; SIGNAL PROCESSING;

ADULT; AGED; AIRWAY OBSTRUCTION; ANALYSIS OF VARIANCE; ASTHMA; ENTROPY; HUMANS; MIDDLE AGED; OSCILLOMETRY; RESPIRATORY FUNCTION TESTS; RESPIRATORY MECHANICS; ROC CURVE; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 84873988581     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11517-012-0957-x     Document Type: Article

References (35)

1. Boser SR, Park H, Perry SF, Menache MG, Green FH (2005) Fractal geometry of airway remodeling in human asthma. Am J Respir Crit Care Med 172:817-823 (Pubitemid 41369063)
2. Caldirola D, Bellodi L, Caumo A, Migliarese G, Perna G (2004) Approximate entropy of respiratory patterns in panic disorder. Am J Psychiatry 161(1):79-87 (Pubitemid 38419311)
3. Diba C, Salome CM, Reddel HK, Thorpe CW, Toelle B, King GG (2007) Short-term variability of airway caliber: a marker of asthma? J Appl Physiol 103:296-304 (Pubitemid 47092304)
4. Dragomir A, Akay Y, Curran AK, Akay M (2008) Complexity measures of the central respiratory networks during wakefulness and sleep. J Neural Eng 5:254-261 (Pubitemid 351999191)
5. Akay M (2005) Influence of peripheral chemodenervation on the complexity of respiratory patterns during early maturation. Med Biol Eng Comput 43:793-799
6. Frey U, Brodbeck T, Majumdar A, Taylor DR, Town GI, Silverman M, Suki B (2005) Risk of severe asthma episodes predicted from fluctuation analysis of airway function. Nature 438:667-670 (Pubitemid 41740576)
7. Frey U, Maksym GN, Suki B (2011) Temporal complexity in clinical manifestations of lung disease. J Appl Physiol 110(6):1723-1731
8. Fusheng Y, Bo H, Qingyu T (2001) Approximate entropy and its application in biosignal analysis. In: Akay M (ed) Nonlinear biomedical signal processing, vol 2., Dynamic analysis and modelingIEEE Press, New Jersey, pp 72-91
9. Glenny RW (2011) Emergence of matched airway and vascular trees from fractal rules. J Appl Physiol 110(4):1119-1129
10. Kaminsky DA, Irvin CG, Sterk PJ (2011) Complex Systems in Pulmonary Medicine: a systems biology approach to lung disease. J Appl Physiol 110(6):1716-1722
11. Lall CA, Cheng N, Hernandez P, Pianosi PT, Dali Z, Abouzied A, Maksym GN (2007) Airway resistance variability and response to bronchodilator in children with asthma. Eur Respir J 30:260-268 (Pubitemid 47201723)
12. Leary D, Bhatawadekar SA, Parraga G, Maksym GN (2012) Modeling stochastic and spatial heterogeneity in a human airway tree to determine variation in respiratory system resistance. J Appl Physiol 112:167-175
13. Little MA, McSharry PE, Roberts SJ, Costello DAE, Moroz IM (2007) Exploiting nonlinear recurrence and fractal scaling properties for voice disorder detection. Biomed Eng Online 6:23 (Pubitemid 47079549)
14. Macklem PT (2005) Complexity and respiration: a matter of life and death. In: Hamid Q, Shannon J, Martin J (eds) Physiologic basis of respiratory disease. BC Decker, Hamilton, pp 605-609
15. Macklem PT, Seely A (2010) Towards a definition of life. Perspect Biol Med 53:330-340
16. Melo PL, Lemes LNA (2002) Instrumentation for the analysis of respiratory system disorders during sleep: design and application. Rev Sci Instrum 73:3926-3932 (Pubitemid 35427918)
17. Muskulus M, Slats AM, Sterk PJ, Verduyn-Lunel S (2010) Fluctuations and determinism of respiratory impedance in asthma and chronic obstructive pulmonary disease. J Appl Physiol 109(6):1582-1591
18. Oostveen E, MacLeod D, Lorino H, Farre R, Hantos Z, Desager K, Marchal F (2003) The forced oscillation technique in clinical practice: methodology, recommendations and future developments. Eur Respir J 22:1026-1041 (Pubitemid 37540659)
19. Papaioannou VE, Chouvarda IG, Maglaveras NK, Pneumatikos IA (2011) Study of multiparameter respiratory pattern complexity in surgical critically ill patients during weaning trials. BMC Physiol 21(11):2
20. Pincus SM (1991) Approximate entropy as a measure of system complexity. Proc Natl Acad Sci USA 88(6):2297-2301 (Pubitemid 21916403)
21. Pincus SM, Huang W (1992) Approximate entropy: statistical properties and applications. Commun Stat Theory Methods 21(11):3061-3077
22. Pincus SM, Goldberger AL (1994) Physiological time series analysis: what does regularity quantify. Am J Physiol 266:H1643-H1656
23. Pincus SM (1994) Greater signal regularity may indicate increased system isolation. Math Biosci 122(161-181):1994
24. Que CL, Kenyon CM, Olivenstein R, Macklem PT, Maksym GN (2001) Homeokinesis and short-term variability of human airway caliber. J Appl Physiol 91:1131-1141 (Pubitemid 32803906)
25. Reddy C (2009) Bronchoprovocation testing. Clinic Rev Allerg Immunol 37:167-172
26. Richman JS, Moorman JR (2000) Physiological time-series analysis using approximate entropy and sample entropy. Am J Physiol Heart Circ Physiol 278(6):H2039-H2049
27. Suki B (2002) Fluctuations and power laws in pulmonary physiology. Am J Respir Crit Care Med 166:133-137 (Pubitemid 34765446)
28. Suki B (2010) In search of complexity. J Appl Physiol 109(1571-1572):2010. doi: 10.1152/japplphysiol.01102.2010
29. Suki B, Bates JHT, Frey U (2011) Complexity and emergent phenomena. Compr Physiol 1:995-1029
30. Swets JA (1988) Measuring the accuracy of diagnostic systems. Science 240:1285-1293
31. Thamrin C, Stern G (2010) New methods: what do they tell us? Fluctuation analysis of lung function. Eur Respir Mon 47:310-324
32. Veiga J, Lopes AJ, Jansen JM, Melo PL (2009) Within-breath analysis of respiratory mechanics in asthmatic patients by forced oscillation. Clinics (São Paulo) 64(7):649-656
33. Veiga J, Lopes AJ, Jansen JM, Melo PL (2011) Airflow pattern complexity and airway obstruction in asthma. J Appl Physiol 111(2):412-419
34. Witten IH, Frank E (1999) Data mining. Morgan Kaufmann, San Francisco
35. World Health Organization (2011) GINA: Global Initiative for Asthma (Online). http://www.ginasthma.com. Accessed 24 Sept 2012