ArticleBMC emergency medicine2022
Admission vital signs as predictors of COVID-19 mortality: a retrospective cross-sectional study.
Article in BMC emergency medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Interaction between oxygen saturation and renal function on 30-day mortality in emergency department patients.Scientific reports · 2026Article
- Association Between Admission Diastolic Blood Pressure and Clinical Outcomes in Elderly Patients with Severe/Critical COVID-19: A Retrospective Cohort Study.International journal of general medicine · 2026Article
- Prevalence and predictors of critical COVID-19 pneumonia among patients with COVID-19 admitted at Nyarugenge major COVID-19 Referral Center in Rwanda.BMC infectious diseases · 2025Article
- Forecasting COVID-19 inpatient mortality using fundamental parameters in resource-constrained settings: a countrywide multi-center cohort study.BMC infectious diseases · 2025Article
- Predictability of adult patient medical emergency condition from triage vital signs and comorbidities: a single-center, observational study.BMC emergency medicine · 2024Observational
- Article
- The predictive power of data: machine learning analysis for Covid-19 mortality based on personal, clinical, preclinical, and laboratory variables in a case-control study.BMC infectious diseases · 2024Article
- Bacterial infections and outcomes of inpatients with COVID-19 in the intensive care unit during the delta-dominant phase: the worst wave of pandemic in Iran.Frontiers in public health · 2024Article
- Joint modeling of longitudinal and competing risks for assessing blood oxygen saturation and its association with survival outcomes in COVID-19 patients.Journal of education and health promotion · 2024Article
- Predicting mortality among patients with severe COVID-19 pneumonia based on admission vital sign indices: a retrospective cohort study.BMC pulmonary medicine · 2023Article
- Ethnic inequalities in COVID-19 infection, hospitalisation, intensive care admission, and death: a global systematic review and meta-analysis of over 200 million study participants.EClinicalMedicine · 2023Article
- Detecting Patient Deterioration Early Using Continuous Heart rate and Respiratory rate Measurements in Hospitalized COVID-19 Patients.Journal of medical systems · 2023Article
- Neurological and neuropsychiatric manifestations in hospitalised patients with COVID-19.The South African journal of psychiatry : SAJP : the journal of the Society of Psychiatrists of South Africa · 2023Article
- The new combination of oxygen saturation with age shock index predicts the outcome of COVID-19 pneumonia.SAGE open medicine · 2023Article
- Baseline and early changes in laboratory parameters predict disease severity and fatal outcomes in COVID-19 patients.Frontiers in public health · 2023Article
- Effects of COVID-19 disease on PAI-1 antigen and haematological parameters during disease management: A prospective cross-sectional study in a regional Hospital in Ghana.PLOS global public health · 2023Article
- Clinical profile, treatment, and outcomes of patients with COVID-19 in a tertiary referral hospital in South Sumatera, Indonesia: A retrospective single-center study.Belitung nursing journal · 2022Article
- Importance of ECG findings in COVID-19 patients: Predictor of in-hospital prognosis.ARYA atherosclerosisArticle
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2 authors.
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Abstract
backgroundCOVID-19 remains a major healthcare concern. Vital signs are routinely measured on admission and may provide an early, cost-effective indicator of outcome - more so in developing countries where such data is scarce. We sought to describe the association between six routinely measured admission vital signs and COVID-19 mortality, and secondarily to derive potential applications for resource-limited settings.
methodsRetrospective analysis of consecutive patients admitted to King Edward VIII Hospital, South Africa, with COVID-19 during June-September 2020 was undertaken. The sample was subdivided into survivors and non-survivors and comparisons made in terms of demographics and admission vital signs. Univariate and multivariate analysis of predictor variables identified associations with in-hospital mortality, with the resulting multivariate regression model evaluated for its predictive ability with receiver operating characteristic (ROC) curve analysis.
resultsThe 236 participants enrolled comprised 153(77.54%) survivors and 53(22.46%) non-survivors. Most participants were Black African(87.71%) and female(59.75%) with a mean age of 53.08(16.96) years. The non-survivor group demonstrated a significantly lower median/mean for admission oxygen saturation (%) [87(78-95) vs. 96(90-98)] and diastolic BP (mmHg) [70.79(14.66) vs. 76.3(12.07)], and higher median for admission respiratory rate (breaths/minute) [24(20-28) vs. 20(20-23)] and glucose (mmol/l) [10.2(6.95-16.25) vs. 7.4(5.5-9.8)]. Age, oxygen saturation, respiratory rate, glucose and diastolic BP were found to be significantly associated with mortality on univariate analysis. A log rank test revealed significantly lower survival rates in patients with an admission oxygen saturation < 90% compared with ≥90% (p = 0.001). Multivariate logistic regression revealed a significant relationship between age and oxygen saturation with in-hospital mortality (OR 1.047; 95% CI 1.016-1.080; p = 0.003 and OR 0.922; 95% CI 0.880-0.965; p = 0.001 respectively). A ROC curve analysis generated an area under the curve (AUC) of 0.778 (p < 0.001) when evaluating the predictive ability of oxygen saturation, respiratory rate, glucose and diastolic BP for in-hospital death. This improved to an AUC of 0.832 (p < 0.001) with the inclusion of age.
conclusionA multivariate regression model comprising admission oxygen saturation, respiratory rate, glucose and diastolic BP (with/without age) demonstrated promising predictive capacity, and may provide a cost-effective means for early prognostication of patients admitted with COVID-19 in resource-limited settings.
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