Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
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
_version_ 1783635069056843776
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
work_keys_str_mv AT dasilvajulianaf covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT hernandezromieualfonsoc covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT browningseand covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT brucebeaub covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT natarajanpavithra covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT morrissapnab covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT goldjeremyaw covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT neblettfanfairrobyn covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT rogersbrownjessica covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT rossowjohn covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT szablewskichristinem covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT oosmanallynadine covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT dangelomelissatobin covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT drenzekcherie covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT murphydavidj covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT hollbergjulie covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT blumjamesm covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT jansenrobert covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT wrightdavidw covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT sewellwilliam covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT owensjack covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT lefkovebenjamin covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT brownfrankw covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT burtonderonc covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT uyekitimothym covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT patelpritir covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT jacksonbrendanr covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates
AT wongkarenk covid19clinicalphenotypespresentationandtemporalprogressionofdiseaseinacohortofhospitalizedadultsingeorgiaunitedstates