Related Experiment Video
Updated: Dec 6, 2025

Author Spotlight: Advancements in Multiplex Detection of Respiratory Viruses
Published on: November 10, 2023
Risk factors for severe disease in patients admitted with COVID-19 to a hospital in London, England: a retrospective
J W Goodall1, T A N Reed2, M Ardissino1
1Department of Infection, Northwick Park Hospital, London North West University Healthcare NHS Trust, London, UK.
Insights
Severe COVID-19 outcomes in hospitalized patients are linked to age, respiratory issues, and specific blood markers like urea and lactate. These factors are crucial for predicting mortality risk in patients with coronavirus disease 2019.
Area of Science:
- Infectious Diseases
- Epidemiology
- Critical Care Medicine
Background:
- The COVID-19 pandemic necessitated understanding severe disease risk factors in hospitalized patients.
- Identifying predictors of mortality is crucial for clinical management and resource allocation.
Purpose of the Study:
- To characterize independent associations between clinical outcomes and patient factors in hospitalized COVID-19 patients.
- To identify demographic, comorbidity, laboratory, and bedside observation predictors of mortality.
Main Methods:
- Retrospective observational cohort study of 981 patients admitted with COVID-19.
- Cox proportional hazards modeling used to explore associations with mortality.
- Data collected included demographics, comorbidities, blood tests, and bedside observations.
Main Results:
- The overall mortality rate was 36.0%.
- Factors significantly associated with mortality included advanced age, respiratory disease, immunosuppression, elevated respiratory rate, hypoxia, low Glasgow Coma Scale score, high urea and alkaline phosphatase levels, elevated C-reactive protein, high lactate, and chest radiograph infiltrates.
- A lower platelet count was associated with reduced mortality.
Conclusions:
- Several clinical, laboratory, and radiological factors are independently associated with mortality in hospitalized COVID-19 patients.
- These findings can aid in clinical risk stratification for coronavirus disease 2019.
- Further research can be directed by these identified risk factors.
Abstract:
COVID-19 has caused a major global pandemic and necessitated unprecedented public health restrictions in almost every country. Understanding risk factors for severe disease in hospitalised patients is critical as the pandemic progresses. This observational cohort study aimed to characterise the independent associations between the clinical outcomes of hospitalised patients and their demographics, comorbidities, blood tests and bedside observations. All patients admitted to Northwick Park Hospital, London, UK between 12 March and 15 April 2020 with COVID-19 were retrospectively identified. The primary outcome was death. Associations were explored using Cox proportional hazards modelling. The study included 981 patients. The mortality rate was 36.0%. Age (adjusted hazard ratio (aHR) 1.53), respiratory disease (aHR 1.37), immunosuppression (aHR 2.23), respiratory rate (aHR 1.28), hypoxia (aHR 1.36), Glasgow Coma Scale <15 (aHR 1.92), urea (aHR 2.67), alkaline phosphatase (aHR 2.53), C-reactive protein (aHR 1.15), lactate (aHR 2.67), platelet count (aHR 0.77) and infiltrates on chest radiograph (aHR 1.89) were all associated with mortality. These important data will aid clinical risk stratification and provide direction for further research.
Related Concept Videos
Factors Affecting the Risk of Infection
The integrity and count of the white blood cells help the body resist pathogens and fight infection. When impaired, it reduces the body's resistance to pathogens. The acidic pH levels of the gastrointestinal, genitourinary tracts, and skin...
Factors Affecting Illness
For instance, risk factors are connected to illness,...
Pneumonia I: Introduction
Risk Factors
Various factors influence the likelihood of developing pneumonia. Age plays a crucial role, with infants, children under two, and individuals over 65 at increased risk due to their...
COPD: Pathogenesis and Clinical Features
The primary cause for the onset of COPD is cigarette smoking and exposure to air pollution. These hazardous factors initiate a chain reaction within the lungs, resulting in chronic inflammation, damage to the airways, and a...
Pulmonary Tuberculosis I
Causative Organism
The primary infectious agent causing tuberculosis is Mycobacterium tuberculosis, a slow-growing, acid-fast, aerobic rod that exhibits sensitivity to heat and ultraviolet light. Instances of Mycobacterium bovis and Mycobacterium avium contributing to the development of TB infection are rare.
Mode of...
Bias in Epidemiological Studies
