Computerized respiratory sounds: Novel outcomes for pulmonary rehabilitation in COPD

Respiratory Care

Volumn 62, Issue 2, 2017, Pages 199-208

  Jácome, Cristina ^a,b   Marques, Alda ^b  

^a UNIVERSITY OF PORTO   (Portugal)

^b UNIVERSITY OF AVEIRO   (Portugal)

Author keywords

Chronic lung disease; Computerized respiratory sounds; Rehabilitation

Indexed keywords

ABNORMAL RESPIRATORY SOUND; AGED; ARTICLE; BREATHING PATTERN; CHRONIC OBSTRUCTIVE LUNG DISEASE; CLINICAL ARTICLE; CRACKLE; DYSPNEA; EXERCISE TOLERANCE; FEMALE; FOLLOW UP; HUMAN; INFORMATION PROCESSING; MALE; MUSCLE STRENGTH; PHYSICAL ACTIVITY; PSYCHOEDUCATION; PULMONARY REHABILITATION; QUALITY OF LIFE; RESPIRATORY TRACT DISEASE; WHEEZING; ACOUSTICS; COMPLICATION; EXERCISE; FORCED EXPIRATORY VOLUME; LONGITUDINAL STUDY; MIDDLE AGED; PATHOPHYSIOLOGY; PULMONARY DISEASE, CHRONIC OBSTRUCTIVE; SIGNAL PROCESSING; SPUTUM;

ACOUSTICS; AGED; DYSPNEA; EXERCISE; EXERCISE TOLERANCE; FEMALE; FOLLOW-UP STUDIES; FORCED EXPIRATORY VOLUME; HUMANS; LONGITUDINAL STUDIES; MALE; MIDDLE AGED; MUSCLE STRENGTH; PULMONARY DISEASE, CHRONIC OBSTRUCTIVE; QUALITY OF LIFE; RESPIRATORY SOUNDS; SIGNAL PROCESSING, COMPUTER-ASSISTED; SPUTUM;

EID: 85030613710     PISSN: 00201324     EISSN: 19433654     Source Type: Journal    
DOI: 10.4187/respcare.04987     Document Type: Article

References (61)

1. World Health Organization. Global surveillance, prevention and control of chronic respiratory diseases: a comprehensive approach. Geneva: World Health Organization; 2007:1-146.
2. Miravitlles M, Murio C, Guerrero T, Gisbert R. Costs of chronic bronchitis and COPD. Chest 2003;123(3):784-791.
3. Global Initiative for Chronic Obstructive Lung Disease. Global Strategy for Diagnosis, Management, and Prevention of Chronic Obstructive Pulmonary Disease 2016. Available from: http://goldcopd.org/.
4. Jones PW, Agusti AG. Outcomes and markers in the assessment of chronic obstructive pulmonary disease. Eur Respir J 2006;27(4):822-832.
5. Celli BR, Decramer M, Wedzicha JA, Wilson KC, Agustí A, Criner GJ, et al. An official American Thoracic Society/European Respiratory Society statement: research questions in chronic obstructive pulmonary disease. Am J Respir Crit Care Med 2015;191(7):e4-e27.
6. Spruit MA, Singh SJ, Garvey C, ZuWallack R, Nici L, Rochester C, et al. An official American Thoracic Society/European Respiratory Society statement: key concepts and advances in pulmonary rehabilitation. Am J Respir Crit Care Med 2013;188(8):e13-e64.
7. Spruit MA, Pitta F, Garvey C, ZuWallack RL, Roberts CM, Collins EG, et al. Differences in content and organisational aspects of pulmonary rehabilitation programmes. Eur Respir J 2014;43(5):1326-1337.
8. Camp PG, Appleton J, Reid WD. Quality of life after pulmonary rehabilitation: assessing change using quantitative and qualitative methods. Phys Ther 2000;80(10):986-995.
9. 1 and bronchial hyperresponsiveness in an epidemiological study. Eur Respir J 1992;5(9):1104-1110.
10. Bohadana A, Izbicki G, Kraman SS. Fundamentals of lung auscul-tation. N Engl J Med 2014;370(8):744-751.
11. Sovijärvi ARA, Dalmasso F, Vanderschoot J, Malmberg LP, Righini G, Stoneman SAT. Definition of terms for applications of respiratory sounds. Eur Respir Rev 2000;10(77):597-610.
12. Kiyokawa H, Pasterkamp H. Volume-dependent variations of regional lung sound, amplitude, and phase. J Appl Physiol 2002;93(3): 1030-1038.
13. Fiz JA, Jané R, Homs A, Izquierdo J, García MA, Morera J. Detection of wheezing during maximal forced exhalation in patients with obstructed airways. Chest 2002;122(1):186-191.
14. Sánchez Morillo D, Astorga Moreno S, Fernández Granero MÁ, León Jiménez A. Computerized analysis of respiratory sounds during COPD exacerbations. Comput Biol Med 2013;43(7):914-921.
15. Nici L, ZuWallack R. Pulmonary rehabilitation: today and tomorrow. Breathe 2010;6(4):305-311.
16. Jácome C, Marques A. Short- and long-term effects of pulmonary rehabilitation in patients with mild COPD: a comparison with patients with moderate-to-severe COPD. J Cardiopulm Rehabil Prev 2016;36(6):445-453.
17. Thooft A, Favory R, Salgado DR, Taccone FS, Donadello K, De Backer D, et al. Effects of changes in arterial pressure on organ perfusion during septic shock. Crit Care 2011;15(5):R222.
18. Jafari-Khouzani K, Emblem KE, Kalpathy-Cramer J, Bjørnerud A, Vangel MG, Gerstner ER, et al. Repeatability of cerebral perfusion using dynamic susceptibility contrast MRI in glioblastoma patients. Transl Oncol 2015;8(3):137-146.
19. Borg G. Perceived exertion as an indicator of somatic stress. Scand J Rehabil Med 1970;2(2):92-98.
20. Hjermstad MJ, Fayers PM, Haugen DF, Caraceni A, Hanks GW, Loge JH, et al. Studies comparing numerical rating scales, verbal rating scales, and visual analogue scales for assessment of pain intensity in adults: a systematic literature review. J Pain Symptom Manage 2011;41(6):1073-1093.
21. Miller MR, Hankinson J, Brusasco V, Burgos F, Casaburi R, Coates A, et al. Standardisation of spirometry. Eur Respir J 2005;26(2):319-338.
22. ATS Committee on Proficiency Standards for Clinical Pulmonary Function Laboratories. ATS statement: guidelines for the six-minute walk test. Am J Respir Crit Care Med 2002;166(1):111-117.
23. American College of Sports Medicine. ACSM’s resource manual for guidelines for exercise testing and prescription. Philadelphia: Lip-pincott Williams & Wilkins; 2009:324-447.
24. Marshall AL, Smith BJ, Bauman AE, Kaur S. Reliability and validity of a brief physical activity assessment for use by family doctors. Br J Sports Med 2005;39(5):294-297; discussion 294-297.
25. Jones PW. St. George’s Respiratory Questionnaire: MCID. COPD 2005;2(1):75-79.
26. Vyshedskiy A, Murphy R. Crackle pitch rises progressively during inspiration in pneumonia, CHF, and IPF patients. Pulm Med 2012; 2012:240160.
27. Jácome C, Marques A. Computerized respiratory sounds are a reliable marker in subjects with COPD. Respir Care 2015;60(9):1264-1275.
28. Sovijarvi ARA, Vanderschoot J, Earis JE. Standardization of computerized respiratory sound analysis. Eur Respir Rev 2000;10(77): 585.
29. Pinho C, Oliveira A, Oliveira D, Dinis J, Marques A. Lungsounds@UA Interface and Multimedia Database. IJEHMC 2014;5(1):81-95.
30. Quintas J, Campos G, Marques A. Multi-algorithm respiratory crackle detection. Barcelona, Spain: 6th International Conference on Health Informatics (BIOSTEC 2013). Setúbal, Portugal: Institute for Systems and Technologies of Information, Control, and Communication.
31. Taplidou SA, Hadjileontiadis LJ. Wheeze detection based on time-frequency analysis of breath sounds. Comput Biol Med 2007;37(8): 1073-1083.
32. Pasterkamp H, Powell RE, Sanchez I. Lung sound spectra at standardized air flow in normal infants, children, and adults. Am J Respir Crit Care Med 1996;154(2 Pt 1):424-430.
33. Sánchez I, Vizcaya C. Tracheal and lung sounds repeatability in normal adults. Respir Med 2003;97(12):1257-1260.
34. Rovai AP, Baker JD, Ponton MK. Social science research design and statistics: a practitioner’s guide to research methods and IBM SPSS analysis. Chesapeake, Virginia: Watertree Press LLC; 2014:260-460.
35. Cohen J. Statistical power analysis for the behavioral sciences. New York: Academic Press; 1969.
36. Gavriely N, Cugell DW. Airflow effects on amplitude and spectral content of normal breath sounds. J Appl Physiol 1996;80(1):5-13.
37. Vyshedskiy A, Alhashem RM, Paciej R, Ebril M, Rudman I, Fred-berg JJ, Murphy R. Mechanism of inspiratory and expiratory crackles. Chest 2009;135(1):156-164.
38. Meslier N, Charbonneau G, Racineux JL. Wheezes. Eur Respir J 1995;8(11):1942-1948.
39. Laveneziana P, Parker CM, O’Donnell DE. Ventilatory constraints and dyspnea during exercise in chronic obstructive pulmonary disease. Appl Physiol Nutr Metab 2007;32(6):1225-1238.
40. Malmberg LP, Sovijärvi AR, Paajanen E, Piirilä P, Haahtela T, Katila T. Changes in frequency spectra of breath sounds during histamine challenge test in adult asthmatics and healthy control subjects. Chest 1994;105(1):122-131.
41. Pasterkamp H, Kraman SS, Wodicka GR. Respiratory sounds. Advances beyond the stethoscope. Am J Respir Crit Care Med 1997; 156(3 Pt 1):974-987.
42. Pasterkamp H, Sanchez I. Effect of gas density on respiratory sounds. Am J Respir Crit Care Med 1996;153(3):1087-1092.
43. Jácome C, Marques A. Computerized respiratory sounds in patients with COPD: a systematic review. COPD 2015;12(1):104-112.
44. Piirilä P, Sovijärvi A. Crackles: recording, analysis and clinical significance. Eur Respir J 1995;8(12):2139-2148.
45. Jácome C, Oliveira A, Marques A. Computerized respiratory sounds: a comparison between patients with stable and exacerbated COPD. Clin Respir J 2015. doi: 10.1111/crj.12392.
46. Murphy RL. Special articles: in defense of the stethoscope. Respir Care 2008;53(3):355-369.
47. Piirilä P. Changes in crackle characteristics during the clinical course of pneumonia. Chest 1992;102(1):176-183.
48. Mikelsons C. The role of physiotherapy in the management of COPD. Respir Med COPD Update 2008;4(1):2-7. doi: 10.1016/j.rmedu.2007.11.021.
49. Ides K, Vissers D, Vissers D, De Backer L, Leemans G, De Backer W. Airway clearance in COPD: need for a breath of fresh air? A systematic review. COPD 2011;8(3):196-205.
50. O’Donnell DE, Flüge T, Gerken F, Hamilton A, Webb K, Aguilaniu B, et al. Effects of tiotropium on lung hyperinflation, dyspnoea and exercise tolerance in COPD. Eur Respir J 2004;23(6):832-840.
51. Ramirez-Venegas A, Ward J, Lentine T, Mahler DA. Salmeterol reduces dyspnea and improves lung function in patients with COPD. Chest 1997;112(2):336-340.
52. Dinis J, Oliveira A, Pinho C, Campos G, Rodrigues J, Marques A. Automatic wheeze and respiratory phase detectors to evaluate respiratory physiotherapy in LRTI: a preliminary study. Barcelona, Spain: 6th International Conference on Health Informatics (BIOSTEC 2013). Setúbal, Portugal: Institute for Systems and Technologies of Information, Control, and Communication.
53. Shim CS, Williams MH Jr. Relationship of wheezing to the severity of obstruction in asthma. Arch Intern Med 1983;143(5):890-892.
54. Foglio K, Bianchi L, Bruletti G, Porta R, Vitacca M, Balbi B, Ambrosino N. Seven-year time course of lung function, symptoms, health-related quality of life, and exercise tolerance in COPD patients undergoing pulmonary rehabilitation programs. Respir Med 2007; 101(9):1961-1970.
55. Ries AL, Kaplan RM, Myers R, Prewitt LM. Maintenance after pulmonary rehabilitation in chronic lung disease: a randomized trial. Am J Respir Crit Care Med 2003;167(6):880-888.
56. Gavriely N, Nissan M, Cugell DW, Rubin AHE. Respiratory health screening using pulmonary-function tests and lung sound analysis. Eur Respir J 1994;7(1):35-42.
57. Griffiths TL, Burr ML, Campbell IA, Lewis-Jenkins V, Mullins J, Shiels K, et al. Results at 1 year of outpatient multidisciplinary pulmonary rehabilitation: a randomised controlled trial. Lancet 2000; 355(9201):362-368.
58. Rossi M, Sovijärvi ARA, Piirilä P, Vannuccini L, Dalmasso F, Vanderschoot J. Environmental and subject conditions and breathing manoeuvres for respiratory sound recordings. Eur Respir Rev 2000; 10(77):611-615.
59. Jones B, Kenward MG. Design and analysis of cross-over trials. Boca Raton: CRC Press; 2015:1-10.
60. Kessler R, Partridge MR, Miravitlles M, Cazzola M, Vogelmeier C, Leynaud D, Ostinelli J. Symptom variability in patients with severe COPD: a pan-European cross-sectional study. Eur Respir J 2011; 37(2):264-272.
61. Quanjer PH, Stanojevic S, Cole TJ, Baur X, Hall GL, Culver BH, et al. Multi-ethnic reference values for spirometry for the 3-95-yr age range: the global lung function 2012 equations. Eur Respir J 2012; 40(6):1324-1243.