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Factor analysis identifies three separate symptom clusters in idiopathic pulmonary fibrosis

Idiopathic pulmonary fibrosis (IPF) is a severe and progressive lung disease with a poor prognosis. Patients with IPF suffer from a high symptom burden, which impairs their health-related quality of life (HRQoL). Lack of research on IPF symptoms and their clustering, however, makes symptom-centred c...

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Autores principales: Seppälä, Severi, Rajala, Kaisa, Lehto, Juho Tuomas, Sutinen, Eva, Mäkitalo, Laura, Kautiainen, Hannu, Kankaanranta, Hannu, Ainola, Mari, Saarto, Tiina, Myllärniemi, Marjukka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: European Respiratory Society 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7533377/
https://www.ncbi.nlm.nih.gov/pubmed/33043051
http://dx.doi.org/10.1183/23120541.00347-2020
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author Seppälä, Severi
Rajala, Kaisa
Lehto, Juho Tuomas
Sutinen, Eva
Mäkitalo, Laura
Kautiainen, Hannu
Kankaanranta, Hannu
Ainola, Mari
Saarto, Tiina
Myllärniemi, Marjukka
author_facet Seppälä, Severi
Rajala, Kaisa
Lehto, Juho Tuomas
Sutinen, Eva
Mäkitalo, Laura
Kautiainen, Hannu
Kankaanranta, Hannu
Ainola, Mari
Saarto, Tiina
Myllärniemi, Marjukka
author_sort Seppälä, Severi
collection PubMed
description Idiopathic pulmonary fibrosis (IPF) is a severe and progressive lung disease with a poor prognosis. Patients with IPF suffer from a high symptom burden, which impairs their health-related quality of life (HRQoL). Lack of research on IPF symptoms and their clustering, however, makes symptom-centred care challenging. METHODS: We sent two questionnaires, RAND 36-Item Health Survey and Edmonton Symptom Assessment System, to 300 patients from the FinnishIPF registry. Of the 300 patients, 245 (82%) responded. We performed an exploratory factor analysis on the results to search for potential clustering of symptoms into factors. RESULTS: We found three distinct symptom factors: the emotional factor (including depression, anxiety, insomnia, loss of appetite and nausea), the pain factor (pain at rest or in movement) and the respiratory symptoms factor (shortness of breath, cough, tiredness and loss of wellbeing). Correlation was strong within the factors (ρ(τ) 0.78–0.85) and also evident between them. The factors correlated with the different dimensions of HRQoL: the emotional factor with mental health (correlation coefficient=−0.69) and vitality (−0.63), the pain factor with bodily pain (−0.72) and the respiratory symptoms factor with vitality (−0.69), general health (−0.64) and physical functioning (−0.62). CONCLUSION: We found three distinct symptom factors in IPF, of which respiratory and emotional factors showed the strongest association with decreasing HRQoL. Routine assessment of IPF patients' respiratory symptoms, mental health and pain are important as these may be linked with other symptoms and significantly impair the patient's HRQoL.
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spelling pubmed-75333772020-10-09 Factor analysis identifies three separate symptom clusters in idiopathic pulmonary fibrosis Seppälä, Severi Rajala, Kaisa Lehto, Juho Tuomas Sutinen, Eva Mäkitalo, Laura Kautiainen, Hannu Kankaanranta, Hannu Ainola, Mari Saarto, Tiina Myllärniemi, Marjukka ERJ Open Res Original Articles Idiopathic pulmonary fibrosis (IPF) is a severe and progressive lung disease with a poor prognosis. Patients with IPF suffer from a high symptom burden, which impairs their health-related quality of life (HRQoL). Lack of research on IPF symptoms and their clustering, however, makes symptom-centred care challenging. METHODS: We sent two questionnaires, RAND 36-Item Health Survey and Edmonton Symptom Assessment System, to 300 patients from the FinnishIPF registry. Of the 300 patients, 245 (82%) responded. We performed an exploratory factor analysis on the results to search for potential clustering of symptoms into factors. RESULTS: We found three distinct symptom factors: the emotional factor (including depression, anxiety, insomnia, loss of appetite and nausea), the pain factor (pain at rest or in movement) and the respiratory symptoms factor (shortness of breath, cough, tiredness and loss of wellbeing). Correlation was strong within the factors (ρ(τ) 0.78–0.85) and also evident between them. The factors correlated with the different dimensions of HRQoL: the emotional factor with mental health (correlation coefficient=−0.69) and vitality (−0.63), the pain factor with bodily pain (−0.72) and the respiratory symptoms factor with vitality (−0.69), general health (−0.64) and physical functioning (−0.62). CONCLUSION: We found three distinct symptom factors in IPF, of which respiratory and emotional factors showed the strongest association with decreasing HRQoL. Routine assessment of IPF patients' respiratory symptoms, mental health and pain are important as these may be linked with other symptoms and significantly impair the patient's HRQoL. European Respiratory Society 2020-10-05 /pmc/articles/PMC7533377/ /pubmed/33043051 http://dx.doi.org/10.1183/23120541.00347-2020 Text en Copyright ©ERS 2020 http://creativecommons.org/licenses/by-nc/4.0/This article is open access and distributed under the terms of the Creative Commons Attribution Non-Commercial Licence 4.0.
spellingShingle Original Articles
Seppälä, Severi
Rajala, Kaisa
Lehto, Juho Tuomas
Sutinen, Eva
Mäkitalo, Laura
Kautiainen, Hannu
Kankaanranta, Hannu
Ainola, Mari
Saarto, Tiina
Myllärniemi, Marjukka
Factor analysis identifies three separate symptom clusters in idiopathic pulmonary fibrosis
title Factor analysis identifies three separate symptom clusters in idiopathic pulmonary fibrosis
title_full Factor analysis identifies three separate symptom clusters in idiopathic pulmonary fibrosis
title_fullStr Factor analysis identifies three separate symptom clusters in idiopathic pulmonary fibrosis
title_full_unstemmed Factor analysis identifies three separate symptom clusters in idiopathic pulmonary fibrosis
title_short Factor analysis identifies three separate symptom clusters in idiopathic pulmonary fibrosis
title_sort factor analysis identifies three separate symptom clusters in idiopathic pulmonary fibrosis
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7533377/
https://www.ncbi.nlm.nih.gov/pubmed/33043051
http://dx.doi.org/10.1183/23120541.00347-2020
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