Risk factors for severe illness in hospitalized Covid-19 patients at a regional hospital

The Covid-19 pandemic threatens to overwhelm scarce clinical resources. Risk factors for severe illness must be identified to make efficient resource allocations. To evaluate risk factors for severe illness. Retrospective, observational case series. Single-institution. First 117 consecutive patients...

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Veröffentlicht in:PloS one 2020-08, Vol.15 (8), p.e0237558-e0237558
Hauptverfasser: Turcotte, Justin J, Meisenberg, Barry R, MacDonald, James H, Menon, Nandakumar, Fowler, Marcia B, West, Michaline, Rhule, Jane, Qureshi, Sadaf S, MacDonald, Eileen B
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container_end_page e0237558
container_issue 8
container_start_page e0237558
container_title PloS one
container_volume 15
creator Turcotte, Justin J
Meisenberg, Barry R
MacDonald, James H
Menon, Nandakumar
Fowler, Marcia B
West, Michaline
Rhule, Jane
Qureshi, Sadaf S
MacDonald, Eileen B
description The Covid-19 pandemic threatens to overwhelm scarce clinical resources. Risk factors for severe illness must be identified to make efficient resource allocations. To evaluate risk factors for severe illness. Retrospective, observational case series. Single-institution. First 117 consecutive patients hospitalized for Covid-19 from March 1 to April 12, 2020. None. Intensive care unit admission or death. In-hospital mortality was 24.8% and average total length of stay was 11.82 days (95% CI: 10.01 to 13.63 days). 30.8% of patients required intensive care unit admission and 29.1% required mechanical ventilation. Multivariate regression identified the amount of supplemental oxygen required at admission (OR: 1.208, 95% CI: 1.011-1.443, p = .037), sputum production (OR: 6.734, 95% CI: 1.630-27.812, p = .008), insulin dependent diabetes mellitus (OR: 11.873, 95% CI: 2.218-63.555, p = .004) and chronic kidney disease (OR: 4.793, 95% CI: 1.528-15.037, p = .007) as significant risk factors for intensive care unit admission or death. Of the 48 patients who were admitted to the intensive care unit or died, this occurred within 3 days of arrival in 42%, within 6 days in 71%, and within 9 days in 88% of patients. At our regional medical center, patients with Covid-19 had an average length of stay just under 12 days, required ICU care in 31% of cases, and had a 25% mortality rate. Patients with increased sputum production and higher supplemental oxygen requirements at admission, and insulin dependent diabetes or chronic kidney disease may be at increased risk for severe illness. A model for predicting intensive care unit admission or death with excellent discrimination was created that may aid in treatment decisions and resource allocation. Early identification of patients at increased risk for severe illness may lead to improved outcomes in patients hospitalized with Covid-19.
doi_str_mv 10.1371/journal.pone.0237558
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Risk factors for severe illness must be identified to make efficient resource allocations. To evaluate risk factors for severe illness. Retrospective, observational case series. Single-institution. First 117 consecutive patients hospitalized for Covid-19 from March 1 to April 12, 2020. None. Intensive care unit admission or death. In-hospital mortality was 24.8% and average total length of stay was 11.82 days (95% CI: 10.01 to 13.63 days). 30.8% of patients required intensive care unit admission and 29.1% required mechanical ventilation. Multivariate regression identified the amount of supplemental oxygen required at admission (OR: 1.208, 95% CI: 1.011-1.443, p = .037), sputum production (OR: 6.734, 95% CI: 1.630-27.812, p = .008), insulin dependent diabetes mellitus (OR: 11.873, 95% CI: 2.218-63.555, p = .004) and chronic kidney disease (OR: 4.793, 95% CI: 1.528-15.037, p = .007) as significant risk factors for intensive care unit admission or death. 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Risk factors for severe illness must be identified to make efficient resource allocations. To evaluate risk factors for severe illness. Retrospective, observational case series. Single-institution. First 117 consecutive patients hospitalized for Covid-19 from March 1 to April 12, 2020. None. Intensive care unit admission or death. In-hospital mortality was 24.8% and average total length of stay was 11.82 days (95% CI: 10.01 to 13.63 days). 30.8% of patients required intensive care unit admission and 29.1% required mechanical ventilation. Multivariate regression identified the amount of supplemental oxygen required at admission (OR: 1.208, 95% CI: 1.011-1.443, p = .037), sputum production (OR: 6.734, 95% CI: 1.630-27.812, p = .008), insulin dependent diabetes mellitus (OR: 11.873, 95% CI: 2.218-63.555, p = .004) and chronic kidney disease (OR: 4.793, 95% CI: 1.528-15.037, p = .007) as significant risk factors for intensive care unit admission or death. 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Turcotte, Justin J</au><au>Meisenberg, Barry R</au><au>MacDonald, James H</au><au>Menon, Nandakumar</au><au>Fowler, Marcia B</au><au>West, Michaline</au><au>Rhule, Jane</au><au>Qureshi, Sadaf S</au><au>MacDonald, Eileen B</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Risk factors for severe illness in hospitalized Covid-19 patients at a regional hospital</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2020-08-12</date><risdate>2020</risdate><volume>15</volume><issue>8</issue><spage>e0237558</spage><epage>e0237558</epage><pages>e0237558-e0237558</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>The Covid-19 pandemic threatens to overwhelm scarce clinical resources. Risk factors for severe illness must be identified to make efficient resource allocations. To evaluate risk factors for severe illness. Retrospective, observational case series. Single-institution. First 117 consecutive patients hospitalized for Covid-19 from March 1 to April 12, 2020. None. Intensive care unit admission or death. In-hospital mortality was 24.8% and average total length of stay was 11.82 days (95% CI: 10.01 to 13.63 days). 30.8% of patients required intensive care unit admission and 29.1% required mechanical ventilation. Multivariate regression identified the amount of supplemental oxygen required at admission (OR: 1.208, 95% CI: 1.011-1.443, p = .037), sputum production (OR: 6.734, 95% CI: 1.630-27.812, p = .008), insulin dependent diabetes mellitus (OR: 11.873, 95% CI: 2.218-63.555, p = .004) and chronic kidney disease (OR: 4.793, 95% CI: 1.528-15.037, p = .007) as significant risk factors for intensive care unit admission or death. Of the 48 patients who were admitted to the intensive care unit or died, this occurred within 3 days of arrival in 42%, within 6 days in 71%, and within 9 days in 88% of patients. At our regional medical center, patients with Covid-19 had an average length of stay just under 12 days, required ICU care in 31% of cases, and had a 25% mortality rate. Patients with increased sputum production and higher supplemental oxygen requirements at admission, and insulin dependent diabetes or chronic kidney disease may be at increased risk for severe illness. A model for predicting intensive care unit admission or death with excellent discrimination was created that may aid in treatment decisions and resource allocation. Early identification of patients at increased risk for severe illness may lead to improved outcomes in patients hospitalized with Covid-19.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>32785285</pmid><doi>10.1371/journal.pone.0237558</doi><tpages>e0237558</tpages><orcidid>https://orcid.org/0000-0002-5591-8033</orcidid><oa>free_for_read</oa></addata></record>
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1932-6203
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subjects Age
Aged
Aged, 80 and over
Betacoronavirus - genetics
Biology and Life Sciences
Complications and side effects
Coronavirus Infections - epidemiology
Coronavirus Infections - mortality
Coronavirus Infections - pathology
Coronavirus Infections - virology
Coronaviruses
COVID-19
Critical Illness
Death
Diabetes
Diabetes mellitus
Diabetes mellitus (insulin dependent)
Female
Health care facilities
Health Care Rationing
Health risks
Hospital Mortality
Hospital patients
Hospitalization
Hospitals
Hospitals, Community
Humans
Illnesses
Insulin
Intensive Care Units
Kidney diseases
Kidneys
Length of Stay
Male
Maryland - epidemiology
Mechanical ventilation
Medicine and Health Sciences
Middle Aged
Mortality
Orthopedics
Oxygen
Oxygen requirement
Oxygen requirements
Pandemics
Patient outcomes
Patients
Physical Sciences
Pneumonia, Viral - epidemiology
Pneumonia, Viral - mortality
Pneumonia, Viral - pathology
Pneumonia, Viral - virology
Resource allocation
Respiration, Artificial
Retrospective Studies
Reverse Transcriptase Polymerase Chain Reaction
Risk allocation
Risk analysis
Risk Factors
SARS-CoV-2
Sputum
Ventilation
Ventilators
West, Jane
title Risk factors for severe illness in hospitalized Covid-19 patients at a regional hospital
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