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Impact of Pulmonary and Sleep Disorders on COVID-19 Infection Severity in a Large Clinical Biobank

RATIONALE: Multiple pulmonary, sleep, and other disorders are associated with the severity of Covid-19 infections but may or may not directly affect the etiology of acute Covid-19 infection. Identifying the relative importance of concurrent risk factors may prioritize respiratory disease outbreaks r...

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Autores principales: Cade, Brian E., Hassan, Syed Moin, Mullington, Janet M., Karlson, Elizabeth W., Redline, Susan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9980259/
https://www.ncbi.nlm.nih.gov/pubmed/36865276
http://dx.doi.org/10.1101/2023.02.19.23286148
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author Cade, Brian E.
Hassan, Syed Moin
Mullington, Janet M.
Karlson, Elizabeth W.
Redline, Susan
author_facet Cade, Brian E.
Hassan, Syed Moin
Mullington, Janet M.
Karlson, Elizabeth W.
Redline, Susan
author_sort Cade, Brian E.
collection PubMed
description RATIONALE: Multiple pulmonary, sleep, and other disorders are associated with the severity of Covid-19 infections but may or may not directly affect the etiology of acute Covid-19 infection. Identifying the relative importance of concurrent risk factors may prioritize respiratory disease outbreaks research. OBJECTIVES: To identify associations of common preexisting pulmonary and sleep disease on acute Covid-19 infection severity, investigate the relative contributions of each disease and selected risk factors, identify sex-specific effects, and examine whether additional electronic health record (EHR) information would affect these associations. METHODS: 45 pulmonary and 6 sleep diseases were examined in 37,020 patients with Covid-19. We analyzed three outcomes: death; a composite measure of mechanical ventilation and/or ICU admission; and inpatient admission. The relative contribution of pre-infection covariates including other diseases, laboratory tests, clinical procedures, and clinical note terms was calculated using LASSO. Each pulmonary/sleep disease model was then further adjusted for covariates. MEASUREMENTS AND MAIN RESULTS: 37 pulmonary/sleep diseases were associated with at least one outcome at Bonferroni significance, 6 of which had increased relative risk in LASSO analyses. Multiple prospectively collected non-pulmonary/sleep diseases, EHR terms and laboratory results attenuated the associations between preexisting disease and Covid-19 infection severity. Adjustment for counts of prior “blood urea nitrogen” phrases in clinical notes attenuated the odds ratio point estimates of 12 pulmonary disease associations with death in women by ≥1. CONCLUSIONS: Pulmonary diseases are commonly associated with Covid-19 infection severity. Associations are partially attenuated by prospectively-collected EHR data, which may aid in risk stratification and physiological studies.
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spelling pubmed-99802592023-03-03 Impact of Pulmonary and Sleep Disorders on COVID-19 Infection Severity in a Large Clinical Biobank Cade, Brian E. Hassan, Syed Moin Mullington, Janet M. Karlson, Elizabeth W. Redline, Susan medRxiv Article RATIONALE: Multiple pulmonary, sleep, and other disorders are associated with the severity of Covid-19 infections but may or may not directly affect the etiology of acute Covid-19 infection. Identifying the relative importance of concurrent risk factors may prioritize respiratory disease outbreaks research. OBJECTIVES: To identify associations of common preexisting pulmonary and sleep disease on acute Covid-19 infection severity, investigate the relative contributions of each disease and selected risk factors, identify sex-specific effects, and examine whether additional electronic health record (EHR) information would affect these associations. METHODS: 45 pulmonary and 6 sleep diseases were examined in 37,020 patients with Covid-19. We analyzed three outcomes: death; a composite measure of mechanical ventilation and/or ICU admission; and inpatient admission. The relative contribution of pre-infection covariates including other diseases, laboratory tests, clinical procedures, and clinical note terms was calculated using LASSO. Each pulmonary/sleep disease model was then further adjusted for covariates. MEASUREMENTS AND MAIN RESULTS: 37 pulmonary/sleep diseases were associated with at least one outcome at Bonferroni significance, 6 of which had increased relative risk in LASSO analyses. Multiple prospectively collected non-pulmonary/sleep diseases, EHR terms and laboratory results attenuated the associations between preexisting disease and Covid-19 infection severity. Adjustment for counts of prior “blood urea nitrogen” phrases in clinical notes attenuated the odds ratio point estimates of 12 pulmonary disease associations with death in women by ≥1. CONCLUSIONS: Pulmonary diseases are commonly associated with Covid-19 infection severity. Associations are partially attenuated by prospectively-collected EHR data, which may aid in risk stratification and physiological studies. Cold Spring Harbor Laboratory 2023-02-23 /pmc/articles/PMC9980259/ /pubmed/36865276 http://dx.doi.org/10.1101/2023.02.19.23286148 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Cade, Brian E.
Hassan, Syed Moin
Mullington, Janet M.
Karlson, Elizabeth W.
Redline, Susan
Impact of Pulmonary and Sleep Disorders on COVID-19 Infection Severity in a Large Clinical Biobank
title Impact of Pulmonary and Sleep Disorders on COVID-19 Infection Severity in a Large Clinical Biobank
title_full Impact of Pulmonary and Sleep Disorders on COVID-19 Infection Severity in a Large Clinical Biobank
title_fullStr Impact of Pulmonary and Sleep Disorders on COVID-19 Infection Severity in a Large Clinical Biobank
title_full_unstemmed Impact of Pulmonary and Sleep Disorders on COVID-19 Infection Severity in a Large Clinical Biobank
title_short Impact of Pulmonary and Sleep Disorders on COVID-19 Infection Severity in a Large Clinical Biobank
title_sort impact of pulmonary and sleep disorders on covid-19 infection severity in a large clinical biobank
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9980259/
https://www.ncbi.nlm.nih.gov/pubmed/36865276
http://dx.doi.org/10.1101/2023.02.19.23286148
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