dc.contributor.advisor | Melbye, Hasse | |
dc.contributor.author | Aviles Solis, Juan Carlos | |
dc.date.accessioned | 2020-03-23T12:26:34Z | |
dc.date.available | 2020-03-23T12:26:34Z | |
dc.date.embargoEndDate | 2025-04-01 | |
dc.date.issued | 2020-04-01 | |
dc.description.abstract | The main goal of this work was to describe the prevalence of adventitious lung sounds (wheezes and crackles) in a general population. We obtained lung sound recordings from 4033 participants in the 7th survey of the Tromsø. We observed a crude prevalence of adventitious lung sounds in 28% of the participants; 18 % had wheezes, 13% had crackles. Age, female sex, self-reported asthma, and current smoking predicted the occurrence of expiratory wheezes. In the case of inspiratory crackles, significant predictors were age, current smoking, rheumatoid arthritis mMRC ≥2, low oxygen saturation and FEV1 Z-score.
We explored the variation of inter-observer agreement. We asked seven groups with four doctors each to classify 120 lung sound recordings. The probability of agreement for crackles varied between 65% and 87%. Congers kappa ranged from 0.20 to 0.58 and four of seven groups reached a k ≥0.49. For wheezes, we observed a probability of agreement between 69% and 100% and kappa values from 0.09 to 0.97. Four out of seven groups reached a k≥0.62.
We also tested if the use of spectrograms could improve the classification of lung sounds. We conducted a study in which 23 medical students classified the same lung sounds with and without spectrograms. Fleiss kappa values for the multirater agreement were k=0.51 and k=0.56 (p=.63) for wheezes without and with spectrogram, respectively. For crackles, we observed k=0.22 and k=0.40 (p=<0.01) in the same order.
In addition, we tested the possibility for variation in the prevalence of adventitious lung sounds in a subsample of 116 participants in the Tromsø Study breathing at spontaneous airflow velocity vs standardized airflow velocity at 1.5 L/s. The prevalence was not significantly different between the two methods. However, the agreement between the two methods was k= 0.32 for expiratory wheezes and k=0.13 for inspiratory crackles. | en_US |
dc.description.doctoraltype | ph.d. | en_US |
dc.description.popularabstract | The stethoscope is a well known diagnostic tool and a symbol of medicine. However, we lack strong evidence to support its use. Therefore we recorded lung sounds from 4033 participants attending the 7th survey of the Tromsø study and compared it to information on symptoms, lung disease, and lung function. We observed that 18 % of the participants had wheezes and 13% had crackles. Age, female sex, asthma, and current smoking predicted the presence of wheezes. Crackles were associated with age, current smoking, low blood oxygen saturation and diminished lung function.
We also wanted to know how much doctors agree with each other when they classify the same lung sounds. We asked 28 doctors to classify 120 lung sounds. The agreement for crackles was between 65% and 87%, and for wheezes between 69% and 100%. We also tested if this agreement could improve with the use of visual representation of sounds in the form of spectrograms. We asked 23 medicine students to classify 30 lung sounds with and without the use of spectrograms and measured their agreement with each other and with experts. The results showed that the agreement was better when the students used spectrograms. | en_US |
dc.description.sponsorship | UiT, The Arctic University of Norway | en_US |
dc.identifier.uri | https://hdl.handle.net/10037/17825 | |
dc.language.iso | eng | en_US |
dc.publisher | UiT The Arctic University of Norway | en_US |
dc.publisher | UiT Norges arktiske universitet | en_US |
dc.relation.haspart | Paper I: Aviles-Solis, J.C., Vanbelle, S., Halvorsen, P.A., Francis, N., Cals, J.W.L., Andreeva, E.A. … Melbye, H. (2017). International perception of lung sounds: a comparison of classification across some European borders. <i>BMJ Open Respiratory Research, 4</i>(1), e000250. Also available in Munin at <a href=https://hdl.handle.net/10037/12038>https://hdl.handle.net/10037/12038. </a><p>
<p>Paper II: Aviles-Solis, J.C., Storvoll, I., Vanbelle, S. & Melbye, H. Impact of spectrograms on the classification of wheezes and crackles. (Manuscript). <p>
<p>Paper III: Jácome, C., Aviles-Solis, J.C., Uhre, Å.M., Pasterkamp, H. & Melbye, H. (2018). Adventitious and Normal Lung Sounds in the General Population: Comparison of Standardized and Spontaneous Breathing. <i>Respiratory Care, 63</i>(11). Available in the file “thesis_entire.pdf”. Also available at <a href= https://doi.org/10.4187/respcare.06121> https://doi.org/10.4187/respcare.06121. </a><p>
<p>Paper IV: Aviles-Solis, J.C., Jácome, C., Davidsen, A., Einarsen, R., Vanbelle, S., Pasterkamp, H. & Melbye, H. (2019). Prevalence and clinical associations of wheezes and crackles in the general population. The Tromsø Study. <i>BMC Pulmunary Medicine, 19</i>, 173. Also available in Munin at <a href=https://hdl.handle.net/10037/17481>https://hdl.handle.net/10037/17481. </a> | en_US |
dc.rights.accessRights | embargoedAccess | en_US |
dc.rights.holder | Copyright 2020 The Author(s) | |
dc.rights.uri | https://creativecommons.org/licenses/by-nc-sa/4.0 | en_US |
dc.rights | Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) | en_US |
dc.subject | Auscultation | en_US |
dc.subject | General Practice | en_US |
dc.subject | Diagnosis | en_US |
dc.subject | Wheezes | en_US |
dc.subject | Crackles | en_US |
dc.subject | Epidemiology | en_US |
dc.subject | The Tromsø Study | |
dc.subject | Tromsøundersøkelsen | |
dc.title | Identification and prevalence of adventitious lung sounds in a general adult population | en_US |
dc.type | Doctoral thesis | en_US |
dc.type | Doktorgradsavhandling | en_US |