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Symptom profiles and inflammatory markers in moderate to severe COPD

BACKGROUND: Physical and psychological symptoms are the hallmark of patients’ subjective perception of their illness. The purpose of this analysis was to determine if patients with COPD have distinctive symptom profiles and to examine the association of symptom profiles with systemic biomarkers of i...

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Autores principales: Nguyen, Huong Q., Herting, Jerald R., Pike, Kenneth C., Gharib, Sina A., Matute-Bello, Gustavo, Borson, Soo, Kohen, Ruth, Adams, Sandra G., Fan, Vincent S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5135800/
https://www.ncbi.nlm.nih.gov/pubmed/27914470
http://dx.doi.org/10.1186/s12890-016-0330-1
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author Nguyen, Huong Q.
Herting, Jerald R.
Pike, Kenneth C.
Gharib, Sina A.
Matute-Bello, Gustavo
Borson, Soo
Kohen, Ruth
Adams, Sandra G.
Fan, Vincent S.
author_facet Nguyen, Huong Q.
Herting, Jerald R.
Pike, Kenneth C.
Gharib, Sina A.
Matute-Bello, Gustavo
Borson, Soo
Kohen, Ruth
Adams, Sandra G.
Fan, Vincent S.
author_sort Nguyen, Huong Q.
collection PubMed
description BACKGROUND: Physical and psychological symptoms are the hallmark of patients’ subjective perception of their illness. The purpose of this analysis was to determine if patients with COPD have distinctive symptom profiles and to examine the association of symptom profiles with systemic biomarkers of inflammation. METHODS: We conducted latent class analyses of three physical (dyspnea, fatigue, and pain) and two psychological symptoms (depression and anxiety) in 302 patients with moderate to severe COPD using baseline data from a longitudinal observational study of depression in COPD. Systemic inflammatory markers included IL1, IL8, IL10, IL12, IL13, INF, GM-CSF, TNF-α (levels >75(th)centile was considered high); and CRP (levels >3 mg/L was considered high). Multinominal logistic regression models were used to examine the association between symptom classes and inflammation while adjusting for key socio-demographic and disease characteristics. RESULTS: We found that a 4-class model best fit the data: 1) low physical and psychological symptoms (26%, Low-Phys/Low-Psych), 2) low physical but moderate psychological symptoms (18%, Low-Phys/Mod Psych), 3) high physical but moderate psychological symptoms (25%, High-Phys/Mod Psych), and 4) high physical and psychological symptoms (30%, High-Phys/High Psych). Unadjusted analyses showed associations between symptom class with high levels of IL7, IL-8 (p ≤ .10) and CRP (p < .01). In the adjusted model, those with a high CRP level were less likely to be in the High-Phys/Mod-Psych class compared to the Low-Phys/Low-Psych (OR: 0.41, 95%CI 0.19, 0.90) and Low-Phys/Mod-Psych classes (OR: 0.35, 95%CI 0.16, 0.78); elevated CRP was associated with in increased odds of being in the High-Phys/High-Psych compared to the High-Phys/Mod-Psych class (OR: 2.22, 95%CI 1.08, 4.58). Younger age, having at least a college education, oxygen use and depression history were more prominent predictors of membership in the higher symptom classes. CONCLUSIONS: Patients with COPD can be classified into four distinct symptom classes based on five commonly co-occurring physical and psychological symptoms. Systemic biomarkers of inflammation were not associated with symptom class. Additional work to test the reliability of these symptom classes, their biological drivers and their validity for prognostication and tailoring therapy in larger and more diverse samples is needed. TRIAL REGISTRATION: Clinicaltrials.gov, NCT01074515.
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spelling pubmed-51358002016-12-15 Symptom profiles and inflammatory markers in moderate to severe COPD Nguyen, Huong Q. Herting, Jerald R. Pike, Kenneth C. Gharib, Sina A. Matute-Bello, Gustavo Borson, Soo Kohen, Ruth Adams, Sandra G. Fan, Vincent S. BMC Pulm Med Research Article BACKGROUND: Physical and psychological symptoms are the hallmark of patients’ subjective perception of their illness. The purpose of this analysis was to determine if patients with COPD have distinctive symptom profiles and to examine the association of symptom profiles with systemic biomarkers of inflammation. METHODS: We conducted latent class analyses of three physical (dyspnea, fatigue, and pain) and two psychological symptoms (depression and anxiety) in 302 patients with moderate to severe COPD using baseline data from a longitudinal observational study of depression in COPD. Systemic inflammatory markers included IL1, IL8, IL10, IL12, IL13, INF, GM-CSF, TNF-α (levels >75(th)centile was considered high); and CRP (levels >3 mg/L was considered high). Multinominal logistic regression models were used to examine the association between symptom classes and inflammation while adjusting for key socio-demographic and disease characteristics. RESULTS: We found that a 4-class model best fit the data: 1) low physical and psychological symptoms (26%, Low-Phys/Low-Psych), 2) low physical but moderate psychological symptoms (18%, Low-Phys/Mod Psych), 3) high physical but moderate psychological symptoms (25%, High-Phys/Mod Psych), and 4) high physical and psychological symptoms (30%, High-Phys/High Psych). Unadjusted analyses showed associations between symptom class with high levels of IL7, IL-8 (p ≤ .10) and CRP (p < .01). In the adjusted model, those with a high CRP level were less likely to be in the High-Phys/Mod-Psych class compared to the Low-Phys/Low-Psych (OR: 0.41, 95%CI 0.19, 0.90) and Low-Phys/Mod-Psych classes (OR: 0.35, 95%CI 0.16, 0.78); elevated CRP was associated with in increased odds of being in the High-Phys/High-Psych compared to the High-Phys/Mod-Psych class (OR: 2.22, 95%CI 1.08, 4.58). Younger age, having at least a college education, oxygen use and depression history were more prominent predictors of membership in the higher symptom classes. CONCLUSIONS: Patients with COPD can be classified into four distinct symptom classes based on five commonly co-occurring physical and psychological symptoms. Systemic biomarkers of inflammation were not associated with symptom class. Additional work to test the reliability of these symptom classes, their biological drivers and their validity for prognostication and tailoring therapy in larger and more diverse samples is needed. TRIAL REGISTRATION: Clinicaltrials.gov, NCT01074515. BioMed Central 2016-12-03 /pmc/articles/PMC5135800/ /pubmed/27914470 http://dx.doi.org/10.1186/s12890-016-0330-1 Text en © The Author(s). 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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.
spellingShingle Research Article
Nguyen, Huong Q.
Herting, Jerald R.
Pike, Kenneth C.
Gharib, Sina A.
Matute-Bello, Gustavo
Borson, Soo
Kohen, Ruth
Adams, Sandra G.
Fan, Vincent S.
Symptom profiles and inflammatory markers in moderate to severe COPD
title Symptom profiles and inflammatory markers in moderate to severe COPD
title_full Symptom profiles and inflammatory markers in moderate to severe COPD
title_fullStr Symptom profiles and inflammatory markers in moderate to severe COPD
title_full_unstemmed Symptom profiles and inflammatory markers in moderate to severe COPD
title_short Symptom profiles and inflammatory markers in moderate to severe COPD
title_sort symptom profiles and inflammatory markers in moderate to severe copd
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5135800/
https://www.ncbi.nlm.nih.gov/pubmed/27914470
http://dx.doi.org/10.1186/s12890-016-0330-1
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