Cargando…
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...
Autores principales: | , , , , , , , , , |
---|---|
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 |
_version_ | 1783590119489404928 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7533377 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | European Respiratory Society |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT seppalaseveri factoranalysisidentifiesthreeseparatesymptomclustersinidiopathicpulmonaryfibrosis AT rajalakaisa factoranalysisidentifiesthreeseparatesymptomclustersinidiopathicpulmonaryfibrosis AT lehtojuhotuomas factoranalysisidentifiesthreeseparatesymptomclustersinidiopathicpulmonaryfibrosis AT sutineneva factoranalysisidentifiesthreeseparatesymptomclustersinidiopathicpulmonaryfibrosis AT makitalolaura factoranalysisidentifiesthreeseparatesymptomclustersinidiopathicpulmonaryfibrosis AT kautiainenhannu factoranalysisidentifiesthreeseparatesymptomclustersinidiopathicpulmonaryfibrosis AT kankaanrantahannu factoranalysisidentifiesthreeseparatesymptomclustersinidiopathicpulmonaryfibrosis AT ainolamari factoranalysisidentifiesthreeseparatesymptomclustersinidiopathicpulmonaryfibrosis AT saartotiina factoranalysisidentifiesthreeseparatesymptomclustersinidiopathicpulmonaryfibrosis AT myllarniemimarjukka factoranalysisidentifiesthreeseparatesymptomclustersinidiopathicpulmonaryfibrosis |