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COVID-19 Clinical Phenotypes: Presentation and Temporal Progression of Disease in a Cohort of Hospitalized Adults in Georgia, United States
BACKGROUND: The epidemiological features and outcomes of hospitalized adults with coronavirus disease 2019 (COVID-19) have been described; however, the temporal progression and medical complications of disease among hospitalized patients require further study. Detailed descriptions of the natural hi...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7798484/ https://www.ncbi.nlm.nih.gov/pubmed/33537363 http://dx.doi.org/10.1093/ofid/ofaa596 |
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author | da Silva, Juliana F Hernandez-Romieu, Alfonso C Browning, Sean D Bruce, Beau B Natarajan, Pavithra Morris, Sapna B Gold, Jeremy A W Neblett Fanfair, Robyn Rogers-Brown, Jessica Rossow, John Szablewski, Christine M Oosmanally, Nadine D’Angelo, Melissa Tobin Drenzek, Cherie Murphy, David J Hollberg, Julie Blum, James M Jansen, Robert Wright, David W Sewell, William Owens, Jack Lefkove, Benjamin Brown, Frank W Burton, Deron C Uyeki, Timothy M Patel, Priti R Jackson, Brendan R Wong, Karen K |
author_facet | da Silva, Juliana F Hernandez-Romieu, Alfonso C Browning, Sean D Bruce, Beau B Natarajan, Pavithra Morris, Sapna B Gold, Jeremy A W Neblett Fanfair, Robyn Rogers-Brown, Jessica Rossow, John Szablewski, Christine M Oosmanally, Nadine D’Angelo, Melissa Tobin Drenzek, Cherie Murphy, David J Hollberg, Julie Blum, James M Jansen, Robert Wright, David W Sewell, William Owens, Jack Lefkove, Benjamin Brown, Frank W Burton, Deron C Uyeki, Timothy M Patel, Priti R Jackson, Brendan R Wong, Karen K |
author_sort | da Silva, Juliana F |
collection | PubMed |
description | BACKGROUND: The epidemiological features and outcomes of hospitalized adults with coronavirus disease 2019 (COVID-19) have been described; however, the temporal progression and medical complications of disease among hospitalized patients require further study. Detailed descriptions of the natural history of COVID-19 among hospitalized patients are paramount to optimize health care resource utilization, and the detection of different clinical phenotypes may allow tailored clinical management strategies. METHODS: This was a retrospective cohort study of 305 adult patients hospitalized with COVID-19 in 8 academic and community hospitals. Patient characteristics included demographics, comorbidities, medication use, medical complications, intensive care utilization, and longitudinal vital sign and laboratory test values. We examined laboratory and vital sign trends by mortality status and length of stay. To identify clinical phenotypes, we calculated Gower’s dissimilarity matrix between each patient’s clinical characteristics and clustered similar patients using the partitioning around medoids algorithm. RESULTS: One phenotype of 6 identified was characterized by high mortality (49%), older age, male sex, elevated inflammatory markers, high prevalence of cardiovascular disease, and shock. Patients with this severe phenotype had significantly elevated peak C-reactive protein creatinine, D-dimer, and white blood cell count and lower minimum lymphocyte count compared with other phenotypes (P < .01, all comparisons). CONCLUSIONS: Among a cohort of hospitalized adults, we identified a severe phenotype of COVID-19 based on the characteristics of its clinical course and poor prognosis. These findings need to be validated in other cohorts, as improved understanding of clinical phenotypes and risk factors for their development could help inform prognosis and tailored clinical management for COVID-19. |
format | Online Article Text |
id | pubmed-7798484 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-77984842021-01-25 COVID-19 Clinical Phenotypes: Presentation and Temporal Progression of Disease in a Cohort of Hospitalized Adults in Georgia, United States da Silva, Juliana F Hernandez-Romieu, Alfonso C Browning, Sean D Bruce, Beau B Natarajan, Pavithra Morris, Sapna B Gold, Jeremy A W Neblett Fanfair, Robyn Rogers-Brown, Jessica Rossow, John Szablewski, Christine M Oosmanally, Nadine D’Angelo, Melissa Tobin Drenzek, Cherie Murphy, David J Hollberg, Julie Blum, James M Jansen, Robert Wright, David W Sewell, William Owens, Jack Lefkove, Benjamin Brown, Frank W Burton, Deron C Uyeki, Timothy M Patel, Priti R Jackson, Brendan R Wong, Karen K Open Forum Infect Dis Major Articles BACKGROUND: The epidemiological features and outcomes of hospitalized adults with coronavirus disease 2019 (COVID-19) have been described; however, the temporal progression and medical complications of disease among hospitalized patients require further study. Detailed descriptions of the natural history of COVID-19 among hospitalized patients are paramount to optimize health care resource utilization, and the detection of different clinical phenotypes may allow tailored clinical management strategies. METHODS: This was a retrospective cohort study of 305 adult patients hospitalized with COVID-19 in 8 academic and community hospitals. Patient characteristics included demographics, comorbidities, medication use, medical complications, intensive care utilization, and longitudinal vital sign and laboratory test values. We examined laboratory and vital sign trends by mortality status and length of stay. To identify clinical phenotypes, we calculated Gower’s dissimilarity matrix between each patient’s clinical characteristics and clustered similar patients using the partitioning around medoids algorithm. RESULTS: One phenotype of 6 identified was characterized by high mortality (49%), older age, male sex, elevated inflammatory markers, high prevalence of cardiovascular disease, and shock. Patients with this severe phenotype had significantly elevated peak C-reactive protein creatinine, D-dimer, and white blood cell count and lower minimum lymphocyte count compared with other phenotypes (P < .01, all comparisons). CONCLUSIONS: Among a cohort of hospitalized adults, we identified a severe phenotype of COVID-19 based on the characteristics of its clinical course and poor prognosis. These findings need to be validated in other cohorts, as improved understanding of clinical phenotypes and risk factors for their development could help inform prognosis and tailored clinical management for COVID-19. Oxford University Press 2020-12-07 /pmc/articles/PMC7798484/ /pubmed/33537363 http://dx.doi.org/10.1093/ofid/ofaa596 Text en Published by Oxford University Press on behalf of Infectious Diseases Society of America 2020. This work is written by (a) US Government employee(s) and is in the public domain in the US. |
spellingShingle | Major Articles da Silva, Juliana F Hernandez-Romieu, Alfonso C Browning, Sean D Bruce, Beau B Natarajan, Pavithra Morris, Sapna B Gold, Jeremy A W Neblett Fanfair, Robyn Rogers-Brown, Jessica Rossow, John Szablewski, Christine M Oosmanally, Nadine D’Angelo, Melissa Tobin Drenzek, Cherie Murphy, David J Hollberg, Julie Blum, James M Jansen, Robert Wright, David W Sewell, William Owens, Jack Lefkove, Benjamin Brown, Frank W Burton, Deron C Uyeki, Timothy M Patel, Priti R Jackson, Brendan R Wong, Karen K COVID-19 Clinical Phenotypes: Presentation and Temporal Progression of Disease in a Cohort of Hospitalized Adults in Georgia, United States |
title | COVID-19 Clinical Phenotypes: Presentation and Temporal Progression of Disease in a Cohort of Hospitalized Adults in Georgia, United States |
title_full | COVID-19 Clinical Phenotypes: Presentation and Temporal Progression of Disease in a Cohort of Hospitalized Adults in Georgia, United States |
title_fullStr | COVID-19 Clinical Phenotypes: Presentation and Temporal Progression of Disease in a Cohort of Hospitalized Adults in Georgia, United States |
title_full_unstemmed | COVID-19 Clinical Phenotypes: Presentation and Temporal Progression of Disease in a Cohort of Hospitalized Adults in Georgia, United States |
title_short | COVID-19 Clinical Phenotypes: Presentation and Temporal Progression of Disease in a Cohort of Hospitalized Adults in Georgia, United States |
title_sort | covid-19 clinical phenotypes: presentation and temporal progression of disease in a cohort of hospitalized adults in georgia, united states |
topic | Major Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7798484/ https://www.ncbi.nlm.nih.gov/pubmed/33537363 http://dx.doi.org/10.1093/ofid/ofaa596 |
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