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A cluster-based analysis evaluating the impact of comorbidities in fibrotic interstitial lung disease
BACKGROUND: Comorbidities are frequent and have been associated with poor quality of life, increased hospitalizations, and mortality in patients with interstitial lung disease (ILD). However, it is unclear how comorbidities lead to these negative outcomes and whether they could influence ILD disease...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7720501/ https://www.ncbi.nlm.nih.gov/pubmed/33287805 http://dx.doi.org/10.1186/s12931-020-01579-7 |
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author | Wong, Alyson W. Lee, Tae Yoon Johannson, Kerri A. Assayag, Deborah Morisset, Julie Fell, Charlene D. Fisher, Jolene H. Shapera, Shane Gershon, Andrea S. Cox, Gerard Halayko, Andrew J. Hambly, Nathan Manganas, Helene Sadatsafavi, Mohsen Wilcox, Pearce G. To, Teresa Marcoux, Veronica Khalil, Nasreen Kolb, Martin Ryerson, Christopher J. |
author_facet | Wong, Alyson W. Lee, Tae Yoon Johannson, Kerri A. Assayag, Deborah Morisset, Julie Fell, Charlene D. Fisher, Jolene H. Shapera, Shane Gershon, Andrea S. Cox, Gerard Halayko, Andrew J. Hambly, Nathan Manganas, Helene Sadatsafavi, Mohsen Wilcox, Pearce G. To, Teresa Marcoux, Veronica Khalil, Nasreen Kolb, Martin Ryerson, Christopher J. |
author_sort | Wong, Alyson W. |
collection | PubMed |
description | BACKGROUND: Comorbidities are frequent and have been associated with poor quality of life, increased hospitalizations, and mortality in patients with interstitial lung disease (ILD). However, it is unclear how comorbidities lead to these negative outcomes and whether they could influence ILD disease progression. The goal of this study was to identify clusters of patients based on similar comorbidity profiles and to determine whether these clusters were associated with rate of lung function decline and/or mortality. METHODS: Patients with a major fibrotic ILD (idiopathic pulmonary fibrosis (IPF), fibrotic hypersensitivity pneumonitis, connective tissue disease-associated ILD, and unclassifiable ILD) from the CAnadian REgistry for Pulmonary Fibrosis (CARE-PF) were included. Hierarchical agglomerative clustering of comorbidities, age, sex, and smoking pack-years was conducted for each ILD subtype to identify combinations of these features that frequently occurred together in patients. The association between clusters and change in lung function over time was determined using linear mixed effects modeling, with adjustment for age, sex, and smoking pack-years. Kaplan Meier curves were used to assess differences in survival between the clusters. RESULTS: Discrete clusters were identified within each fibrotic ILD. In IPF, males with obstructive sleep apnea (OSA) had more rapid decline in FVC %-predicted (− 11.9% per year [95% CI − 15.3, − 8.5]) compared to females without any comorbidities (− 8.1% per year [95% CI − 13.6, − 2.7]; p = 0.03). Females without comorbidities also had significantly longer survival compared to all other IPF clusters. There were no significant differences in rate of lung function decline or survival between clusters in the other fibrotic ILD subtypes. CONCLUSIONS: The combination of male sex and OSA may portend worse outcomes in IPF. Further research is required to elucidate the interplay between sex and comorbidities in ILD, as well as the role of OSA in ILD disease progression. |
format | Online Article Text |
id | pubmed-7720501 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-77205012020-12-07 A cluster-based analysis evaluating the impact of comorbidities in fibrotic interstitial lung disease Wong, Alyson W. Lee, Tae Yoon Johannson, Kerri A. Assayag, Deborah Morisset, Julie Fell, Charlene D. Fisher, Jolene H. Shapera, Shane Gershon, Andrea S. Cox, Gerard Halayko, Andrew J. Hambly, Nathan Manganas, Helene Sadatsafavi, Mohsen Wilcox, Pearce G. To, Teresa Marcoux, Veronica Khalil, Nasreen Kolb, Martin Ryerson, Christopher J. Respir Res Research BACKGROUND: Comorbidities are frequent and have been associated with poor quality of life, increased hospitalizations, and mortality in patients with interstitial lung disease (ILD). However, it is unclear how comorbidities lead to these negative outcomes and whether they could influence ILD disease progression. The goal of this study was to identify clusters of patients based on similar comorbidity profiles and to determine whether these clusters were associated with rate of lung function decline and/or mortality. METHODS: Patients with a major fibrotic ILD (idiopathic pulmonary fibrosis (IPF), fibrotic hypersensitivity pneumonitis, connective tissue disease-associated ILD, and unclassifiable ILD) from the CAnadian REgistry for Pulmonary Fibrosis (CARE-PF) were included. Hierarchical agglomerative clustering of comorbidities, age, sex, and smoking pack-years was conducted for each ILD subtype to identify combinations of these features that frequently occurred together in patients. The association between clusters and change in lung function over time was determined using linear mixed effects modeling, with adjustment for age, sex, and smoking pack-years. Kaplan Meier curves were used to assess differences in survival between the clusters. RESULTS: Discrete clusters were identified within each fibrotic ILD. In IPF, males with obstructive sleep apnea (OSA) had more rapid decline in FVC %-predicted (− 11.9% per year [95% CI − 15.3, − 8.5]) compared to females without any comorbidities (− 8.1% per year [95% CI − 13.6, − 2.7]; p = 0.03). Females without comorbidities also had significantly longer survival compared to all other IPF clusters. There were no significant differences in rate of lung function decline or survival between clusters in the other fibrotic ILD subtypes. CONCLUSIONS: The combination of male sex and OSA may portend worse outcomes in IPF. Further research is required to elucidate the interplay between sex and comorbidities in ILD, as well as the role of OSA in ILD disease progression. BioMed Central 2020-12-07 2020 /pmc/articles/PMC7720501/ /pubmed/33287805 http://dx.doi.org/10.1186/s12931-020-01579-7 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Wong, Alyson W. Lee, Tae Yoon Johannson, Kerri A. Assayag, Deborah Morisset, Julie Fell, Charlene D. Fisher, Jolene H. Shapera, Shane Gershon, Andrea S. Cox, Gerard Halayko, Andrew J. Hambly, Nathan Manganas, Helene Sadatsafavi, Mohsen Wilcox, Pearce G. To, Teresa Marcoux, Veronica Khalil, Nasreen Kolb, Martin Ryerson, Christopher J. A cluster-based analysis evaluating the impact of comorbidities in fibrotic interstitial lung disease |
title | A cluster-based analysis evaluating the impact of comorbidities in fibrotic interstitial lung disease |
title_full | A cluster-based analysis evaluating the impact of comorbidities in fibrotic interstitial lung disease |
title_fullStr | A cluster-based analysis evaluating the impact of comorbidities in fibrotic interstitial lung disease |
title_full_unstemmed | A cluster-based analysis evaluating the impact of comorbidities in fibrotic interstitial lung disease |
title_short | A cluster-based analysis evaluating the impact of comorbidities in fibrotic interstitial lung disease |
title_sort | cluster-based analysis evaluating the impact of comorbidities in fibrotic interstitial lung disease |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7720501/ https://www.ncbi.nlm.nih.gov/pubmed/33287805 http://dx.doi.org/10.1186/s12931-020-01579-7 |
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