Related Experiment Video
Updated: Dec 8, 2025

Author Spotlight: Advancements in Multiplex Detection of Respiratory Viruses
Published on: November 10, 2023
A Study on the Predictors of Disease Severity of COVID-19
Liang Li1, Wei Sun1, Mingfeng Han1
1Department of Infectious Diseases, Fuyang Second People's Hospital, Fuyang, Anhui, China (mainland).
Insights
Identifying severe coronavirus disease 2019 (COVID-19) early is crucial. Key predictors for severe COVID-19 include older age, delayed diagnosis, specific symptoms like dyspnea, and certain clinical markers.
Area of Science:
- Infectious Diseases
- Epidemiology
- Clinical Medicine
Background:
- Early identification of severe coronavirus disease 2019 (COVID-19) is critical for timely intervention.
- Understanding disease progression trends aids in managing patient outcomes.
Purpose of the Study:
- To investigate predictors of severe COVID-19.
- To identify early indicators of disease progression.
Main Methods:
- Retrospective analysis of 158 COVID-19 patients' demographic, epidemiological, and clinical data.
- Statistical analysis to determine correlations between variables and disease severity.
Main Results:
- Severe COVID-19 cases constituted 18.99% of the cohort.
- Significant predictors of severity included older age, longer onset-to-diagnosis interval, fever, dyspnea, muscle/joint pain, chest pain, low lymphocytes, elevated C-reactive protein, bilateral lung damage within 3 days of admission, and diabetes.
Conclusions:
- Older age, delayed diagnosis, and specific clinical symptoms (dyspnea, chest pain) are associated with severe COVID-19.
- Laboratory markers (lymphocytes, C-reactive protein) and early lung damage on CT scans are important indicators of severity.
- Diabetes mellitus is also a significant predictor of severe COVID-19 outcomes.
Abstract:
BACKGROUND Early and rapid identification of severe coronavirus disease 2019 (COVID-19) cases is important. The present study aimed to investigate the predictors of disease severity and thus determine the trends for disease progression early. MATERIAL AND METHODS Patients with COVID-19 were recruited from Fuyang Second People's Hospital from January to February 2020. Patients' demographic, epidemiological, and clinical data were collected, and the relationships between these variables and disease severity were analyzed. RESULTS A total of 158 cases were included according to COVID-19 diagnosis, and the treatment schemes were analyzed for identification of early indicators affecting COVID-19 progression. Severe cases accounted for 18.99% of the diagnosed cases. Analysis showed that patients' age (χ²=10.640,=0.041); the time interval between onset and diagnosis (χ²=7.278, P=0.026); the source of cases (χ²=5.557, P=0.018); fever (χ²=5.676, P=0.014); dyspnea (χ²=113.085, P<0.001); muscle or joint pain (χ²=3.900, P=0.048); chest pain (χ²=13.446, P=0.006); the levels of lymphocytes (t=2.917, P=0.014), C-reactive protein (U=730.00, P<0.001), and aspartate aminotransferase (U=1235.00, P=0.002); damage in both lungs within 3 days of admission (χ²=7.632, P=0.003); and diabetes (χ²=6.675, P=0.010) were significantly correlated with the trend of intensification. CONCLUSIONS Older age, a long time interval from onset to diagnosis, imported cases from an affected area, dyspnea, muscle or joint pain, chest pain during the course of the disease, reduced lymphocytes, elevated C-reactive protein, computed tomography scan showing damage to both lungs within 3 days of admission, and diabetes mellitus are predictors for severe COVID-19.
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,...
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...
Single Nucleotide Polymorphisms-SNPs
Sensitivity, Specificity, and Predicted Value
Sensitivity is the...
Steps in Outbreak Investigation
