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A common model for the breathlessness experience across cardiorespiratory disease

Chronic breathlessness occurs across many different conditions, often independently of disease severity. Yet, despite being strongly linked to adverse outcomes, the consideration of chronic breathlessness as a stand-alone therapeutic target remains limited. Here we use data-driven techniques to iden...

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Autores principales: Finnegan, Sarah L., Pattinson, Kyle T.S., Sundh, Josefin, Sköld, Magnus, Janson, Christer, Blomberg, Anders, Sandberg, Jacob, Ekström, Magnus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: European Respiratory Society 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8236755/
https://www.ncbi.nlm.nih.gov/pubmed/34195256
http://dx.doi.org/10.1183/23120541.00818-2020
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author Finnegan, Sarah L.
Pattinson, Kyle T.S.
Sundh, Josefin
Sköld, Magnus
Janson, Christer
Blomberg, Anders
Sandberg, Jacob
Ekström, Magnus
author_facet Finnegan, Sarah L.
Pattinson, Kyle T.S.
Sundh, Josefin
Sköld, Magnus
Janson, Christer
Blomberg, Anders
Sandberg, Jacob
Ekström, Magnus
author_sort Finnegan, Sarah L.
collection PubMed
description Chronic breathlessness occurs across many different conditions, often independently of disease severity. Yet, despite being strongly linked to adverse outcomes, the consideration of chronic breathlessness as a stand-alone therapeutic target remains limited. Here we use data-driven techniques to identify and confirm the stability of underlying features (factors) driving breathlessness across different cardiorespiratory diseases. Questionnaire data on 182 participants with main diagnoses of asthma (21.4%), COPD (24.7%), heart failure (19.2%), idiopathic pulmonary fibrosis (18.7%), other interstitial lung disease (2.7%), and “other diagnoses” (13.2%) were entered into an exploratory factor analysis (EFA). Participants were stratified based on their EFA factor scores. We then examined model stability using 6-month follow-up data and established the most compact set of measures describing the breathlessness experience. In this dataset, we have identified four stable factors that underlie the experience of breathlessness. These factors were assigned the following descriptive labels: 1) body burden, 2) affect/mood, 3) breathing burden and 4) anger/frustration. Stratifying patients by their scores across the four factors revealed two groups corresponding to high and low burden. These two groups were not related to the primary disease diagnosis and remained stable after 6 months. In this work, we identified and confirmed the stability of underlying features of breathlessness. Previous work in this domain has been largely limited to single-diagnosis patient groups without subsequent re-testing of model stability. This work provides further evidence supporting disease independent approaches to assess breathlessness.
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spelling pubmed-82367552021-06-29 A common model for the breathlessness experience across cardiorespiratory disease Finnegan, Sarah L. Pattinson, Kyle T.S. Sundh, Josefin Sköld, Magnus Janson, Christer Blomberg, Anders Sandberg, Jacob Ekström, Magnus ERJ Open Res Original Articles Chronic breathlessness occurs across many different conditions, often independently of disease severity. Yet, despite being strongly linked to adverse outcomes, the consideration of chronic breathlessness as a stand-alone therapeutic target remains limited. Here we use data-driven techniques to identify and confirm the stability of underlying features (factors) driving breathlessness across different cardiorespiratory diseases. Questionnaire data on 182 participants with main diagnoses of asthma (21.4%), COPD (24.7%), heart failure (19.2%), idiopathic pulmonary fibrosis (18.7%), other interstitial lung disease (2.7%), and “other diagnoses” (13.2%) were entered into an exploratory factor analysis (EFA). Participants were stratified based on their EFA factor scores. We then examined model stability using 6-month follow-up data and established the most compact set of measures describing the breathlessness experience. In this dataset, we have identified four stable factors that underlie the experience of breathlessness. These factors were assigned the following descriptive labels: 1) body burden, 2) affect/mood, 3) breathing burden and 4) anger/frustration. Stratifying patients by their scores across the four factors revealed two groups corresponding to high and low burden. These two groups were not related to the primary disease diagnosis and remained stable after 6 months. In this work, we identified and confirmed the stability of underlying features of breathlessness. Previous work in this domain has been largely limited to single-diagnosis patient groups without subsequent re-testing of model stability. This work provides further evidence supporting disease independent approaches to assess breathlessness. European Respiratory Society 2021-06-28 /pmc/articles/PMC8236755/ /pubmed/34195256 http://dx.doi.org/10.1183/23120541.00818-2020 Text en Copyright ©The authors 2021 https://creativecommons.org/licenses/by-nc/4.0/This version is distributed under the terms of the Creative Commons Attribution Non-Commercial Licence 4.0. For commercial reproduction rights and permissions contact permissions@ersnet.org (mailto:permissions@ersnet.org)
spellingShingle Original Articles
Finnegan, Sarah L.
Pattinson, Kyle T.S.
Sundh, Josefin
Sköld, Magnus
Janson, Christer
Blomberg, Anders
Sandberg, Jacob
Ekström, Magnus
A common model for the breathlessness experience across cardiorespiratory disease
title A common model for the breathlessness experience across cardiorespiratory disease
title_full A common model for the breathlessness experience across cardiorespiratory disease
title_fullStr A common model for the breathlessness experience across cardiorespiratory disease
title_full_unstemmed A common model for the breathlessness experience across cardiorespiratory disease
title_short A common model for the breathlessness experience across cardiorespiratory disease
title_sort common model for the breathlessness experience across cardiorespiratory disease
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8236755/
https://www.ncbi.nlm.nih.gov/pubmed/34195256
http://dx.doi.org/10.1183/23120541.00818-2020
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