Risk Factors for Testing Positive for Severe Acute Respiratory Syndrome Coronavirus 2 in a National United States Healthcare System

被引:33
作者
Fan, Vincent S. [1 ,2 ,7 ]
Dominitz, Jason A. [2 ,3 ]
Eastment, McKenna C. [2 ,4 ]
Locke, Emily R. [2 ,5 ]
Green, Pamela [2 ,5 ]
Berry, Kristin [2 ,5 ]
O'Hare, Ann M. [2 ,6 ]
Shah, Javeed A. [2 ,4 ]
Crothers, Kristina [1 ,2 ]
Ioannou, George N. [2 ,3 ]
机构
[1] Vet Affairs Puget Sound Healthcare Syst, Div Pulm & Crit Care, Seattle, WA USA
[2] Univ Washington, Seattle, WA USA
[3] Vet Affairs Puget Sound Healthcare Syst, Div Gastroenterol, Seattle, WA USA
[4] Vet Affairs Puget Sound Healthcare Syst, Div Allergy & Infect Dis, Seattle, WA USA
[5] Vet Affairs Puget Sound Healthcare Syst, Res & Dev, Seattle, WA USA
[6] Vet Affairs Puget Sound Healthcare Syst, Div Nephrol, Seattle, WA USA
[7] Vet Affairs Puget Sound Healthcare Syst, 1660 S Columbian Way, Seattle, WA 98108 USA
关键词
COVID-19; severe acute respiratory syndrome coronavirus 2; COVID-19 diagnostic testing; diagnosis; signs and symptoms; comorbidity; COVID-19;
D O I
10.1093/cid/ciaa1624
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Background. Identifying risk factors for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection could help health systems improve testing and screening strategies. The aim of this study was to identify demographic factors, comorbid conditions, and symptoms independently associated with testing positive for SARS-CoV-2. Methods. This was an observational cross-sectional study at the Veterans Health Administration, including persons tested for SARS-CoV-2 nucleic acid by polymerase chain reaction (PCR) between 28 February and 14 May 2020. Associations between demographic characteristics, diagnosed comorbid conditions, and documented symptoms with testing positive for SARS-CoV-2 were measured. Results. Of 88 747 persons tested, 10 131 (11.4%) were SARS-CoV-2 PCR positive. Positivity was associated with older age (>= 80 vs <50 years: adjusted odds ratio [aOR], 2.16 [95% confidence interval {CI}, 1.97-2.37]), male sex (aOR, 1.45 [95% CI, 1.34-1.57]), regional SARS-CoV-2 burden (>= 2000 vs <400 cases/million: aOR, 5.43 [95% CI, 4.97-5.93]), urban residence (aOR, 1.78 [95% CI, 1.70-1.87]), black (aOR, 2.15 [95% CI, 2.05-2.26]) or American Indian/Alaska Native Hawaiian/Pacific Islander (aOR, 1.26 [95% CI, 1.05-1.52]) vs white race, and Hispanic ethnicity (aOR, 1.52 [95% CI, 1.40-1.65]). Obesity and diabetes were the only 2 medical conditions associated with testing positive. Documented fevers, chills, cough, and diarrhea were also associated with testing positive. The population attributable fraction of positive tests was highest for geographic location (35.3%), followed by demographic variables (27.1%), symptoms (12.0%), obesity (10.5%), and diabetes (0.4%). Conclusions. The majority of positive SARS-CoV-2 tests were attributed to geographic location, demographic characteristics, and obesity, with a minor contribution of chronic comorbid conditions.
引用
收藏
页码:E3085 / E3094
页数:10
相关论文
共 25 条
[1]   Derivation and validation of a scoring system to assess pre-test probability of being COVID-19 positive [J].
Borghetti, A. ;
Ciccullo, A. ;
Paratore, M. ;
Rovedi, F. ;
Stella, L. ;
Marchetti, A. ;
Cattani, P. ;
Dal Verme, L. Zileri ;
Cauda, R. ;
Gasbarrini, A. ;
Di Giambenedetto, S. .
JOURNAL OF INFECTION, 2021, 82 (01) :190-192
[2]  
CDC COVID-19 Response Team, 2020, MMWR-MORBID MORTAL W, V69, P343, DOI [10.15585/mmwr.mm6912e2, 10.15585/mmwr.mm6915e4]
[3]   Epidemiology, clinical course, and outcomes of critically ill adults with COVID-19 in New York City: a prospective cohort study [J].
Cummings, Matthew J. ;
Baldwin, Matthew R. ;
Abrams, Darryl ;
Jacobson, Samuel D. ;
Meyer, Benjamin J. ;
Balough, Elizabeth M. ;
Aaron, Justin G. ;
Claassen, Jan ;
Rabbani, LeRoy E. ;
Hastie, Jonathan ;
Hochman, Beth R. ;
Salazar-Schicchi, John ;
Yip, Natalie H. ;
Brodie, Daniel ;
O'Donnell, Max R. .
LANCET, 2020, 395 (10239) :1763-1770
[4]   Risk factors for SARS-CoV-2 among patients in the Oxford Royal College of General Practitioners Research and Surveillance Centre primary care network: a cross-sectional study [J].
de Lusignan, Simon ;
Dorward, Jienchi ;
Correa, Ana ;
Jones, Nicholas ;
Akinyemi, Oluwafunmi ;
Amirthalingam, Gayatri ;
Andrews, Nick ;
Byford, Rachel ;
Dabrera, Gavin ;
Elliot, Alex ;
Ellis, Joanna ;
Ferreira, Filipa ;
Bernal, Jamie Lopez ;
Okusi, Cecilia ;
Ramsay, Mary ;
Sherlock, Julian ;
Smith, Gillian ;
Williams, John ;
Howsam, Gary ;
Zambon, Maria ;
Joy, Mark ;
Hobbs, F. D. Richard .
LANCET INFECTIOUS DISEASES, 2020, 20 (09) :1034-1042
[5]  
Department of Veterans Affairs Office of Research and Development, Shared Data Resource
[6]   Features of 20133 UK patients in hospital with covid-19 using the ISARIC WHO Clinical Characterisation Protocol: prospective observational cohort study [J].
Docherty, Annemarie B. ;
Harrison, Ewen M. ;
Green, Christopher A. ;
Hardwick, Hayley E. ;
Pius, Riinu ;
Norman, Lisa ;
Holden, Karl A. ;
Read, Jonathan M. ;
Dondelinger, Frank ;
Carson, Gail ;
Merson, Laura ;
Lee, James ;
Plotkin, Daniel ;
Sigfrid, Louise ;
Halpin, Sophie ;
Jackson, Clare ;
Gamble, Carrol ;
Horby, Peter W. ;
Nguyen-Van-Tam, Jonathan S. ;
Ho, Antonia ;
Russell, Clark D. ;
Dunning, Jake ;
Openshaw, Peter Jm ;
Baillie, J. Kenneth ;
Semple, Malcolm G. .
BMJ-BRITISH MEDICAL JOURNAL, 2020, 369
[7]   Patient factors associated with SARS-CoV-2 in an admitted emergency department population [J].
Haimovich, Adrian D. ;
Warner, Frederick ;
Young, H. Patrick ;
Ravindra, Neal G. ;
Sehanobish, Arijit ;
Gong, Guannan ;
Wilson, Francis Perry ;
van Dijk, David ;
Schulz, Wade ;
Taylor, Richard Andrew .
JOURNAL OF THE AMERICAN COLLEGE OF EMERGENCY PHYSICIANS OPEN, 2020, 1 (04) :569-577
[8]  
Israel A., 2020, medRxiv, DOI [10.1101/2020.06.01.20118877, DOI 10.1101/2020.06.01.20118877]
[9]   Individualizing Risk Prediction for Positive Coronavirus Disease 2019 Testing Results From 11,672 Patients [J].
Jehi, Lara ;
Ji, Xinge ;
Milinovich, Alex ;
Erzurum, Serpil ;
Rubin, Brian P. ;
Gordon, Steve ;
Young, James B. ;
Kattan, Michael W. .
CHEST, 2020, 158 (04) :1364-1375
[10]   Coronavirus Disease 2019 (COVID-19): Protecting Hospitals From the Invisible [J].
Klompas, Michael .
ANNALS OF INTERNAL MEDICINE, 2020, 172 (09) :619-+