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Predictors of mortality among long-term care residents with SARS-CoV-2 infection.
Lee, Douglas S; Ma, Shihao; Chu, Anna; Wang, Chloe X; Wang, Xuesong; Austin, Peter C; McAlister, Finlay A; Kalmady, Sunil V; Kapral, Moira K; Kaul, Padma; Ko, Dennis T; Rochon, Paula A; Schull, Michael J; Rubin, Barry B; Wang, Bo.
  • Lee DS; ICES (formerly Institute for Clinical Evaluative Sciences), Toronto, Canada.
  • Ma S; Peter Munk Cardiac Centre, University Health Network, Toronto, Canada.
  • Chu A; Ted Rogers Centre for Heart Research, Toronto, Canada.
  • Wang CX; Faculty of Medicine, University of Toronto, Toronto, Canada.
  • Wang X; ICES (formerly Institute for Clinical Evaluative Sciences), Toronto, Canada.
  • Austin PC; Department of Computer Science, University of Toronto, Toronto, Canada.
  • McAlister FA; Vector Institute of Artificial Intelligence, University of Toronto, Toronto, Canada.
  • Kalmady SV; ICES (formerly Institute for Clinical Evaluative Sciences), Toronto, Canada.
  • Kapral MK; Faculty of Medicine, University of Toronto, Toronto, Canada.
  • Kaul P; ICES (formerly Institute for Clinical Evaluative Sciences), Toronto, Canada.
  • Ko DT; ICES (formerly Institute for Clinical Evaluative Sciences), Toronto, Canada.
  • Rochon PA; ICES (formerly Institute for Clinical Evaluative Sciences), Toronto, Canada.
  • Schull MJ; Alberta SPOR Unit, University of Alberta, Edmonton, Canada.
  • Rubin BB; Canadian VIGOUR Centre, University of Alberta, Edmonton, Canada.
  • Wang B; Department of Medicine, University of Alberta, Edmonton, Canada.
J Am Geriatr Soc ; 69(12): 3377-3388, 2021 12.
Article in English | MEDLINE | ID: covidwho-1365086
ABSTRACT

BACKGROUND:

While individuals living in long-term care (LTC) homes have experienced adverse outcomes of SARS-CoV-2 infection, few studies have examined a broad range of predictors of 30-day mortality in this population.

METHODS:

We studied residents living in LTC homes in Ontario, Canada, who underwent PCR testing for SARS-CoV-2 infection from January 1 to August 31, 2020, and examined predictors of all-cause death within 30 days after a positive test for SARS-CoV-2. We examined a broad range of risk factor categories including demographics, comorbidities, functional status, laboratory tests, and characteristics of the LTC facility and surrounding community were examined. In total, 304 potential predictors were evaluated for their association with mortality using machine learning (Random Forest).

RESULTS:

A total of 64,733 residents of LTC, median age 86 (78, 91) years (31.8% men), underwent SARS-CoV-2 testing, of whom 5029 (7.8%) tested positive. Thirty-day mortality rates were 28.7% (1442 deaths) after a positive test. Of 59,702 residents who tested negative, 2652 (4.4%) died within 30 days of testing. Predictors of mortality after SARS-CoV-2 infection included age, functional status (e.g., activity of daily living score and pressure ulcer risk), male sex, undernutrition, dehydration risk, prior hospital contacts for respiratory illness, and duration of comorbidities (e.g., heart failure, COPD). Lower GFR, hemoglobin concentration, lymphocyte count, and serum albumin were associated with higher mortality. After combining all covariates to generate a risk index, mortality rate in the highest risk quartile was 48.3% compared with 7% in the first quartile (odds ratio 12.42, 95%CI 6.67, 22.80, p < 0.001). Deaths continued to increase rapidly for 15 days after the positive test.

CONCLUSIONS:

LTC residents, particularly those with reduced functional status, comorbidities, and abnormalities on routine laboratory tests, are at high risk for mortality after SARS-CoV-2 infection. Recognizing high-risk residents in LTC may enhance institution of appropriate preventative measures.
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Full text: Available Collection: International databases Database: MEDLINE Main subject: Long-Term Care / SARS-CoV-2 / COVID-19 Type of study: Diagnostic study / Experimental Studies / Observational study / Prognostic study / Randomized controlled trials Topics: Long Covid Limits: Aged / Female / Humans / Male Country/Region as subject: North America Language: English Journal: J Am Geriatr Soc Year: 2021 Document Type: Article Affiliation country: Jgs.17425

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Full text: Available Collection: International databases Database: MEDLINE Main subject: Long-Term Care / SARS-CoV-2 / COVID-19 Type of study: Diagnostic study / Experimental Studies / Observational study / Prognostic study / Randomized controlled trials Topics: Long Covid Limits: Aged / Female / Humans / Male Country/Region as subject: North America Language: English Journal: J Am Geriatr Soc Year: 2021 Document Type: Article Affiliation country: Jgs.17425