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Published on: November 10, 2023
Clinical features and risk factors for severe inpatients with COVID-19: A retrospective study in China
Juan Wang1, Shuzhen Guo2, Yili Zhang3
1Department of Education Administration, Beijing University of Chinese Medicine, Beijing, China.
Insights
Advanced age and elevated white blood cell count are key risk factors for severe COVID-19 (coronavirus disease). Identifying these factors aids in preventing patient deterioration and improving personalized treatment strategies.
Area of Science:
- Infectious Diseases
- Epidemiology
- Critical Care Medicine
Background:
- The global COVID-19 pandemic has necessitated extensive research into disease progression.
- Understanding risk factors for severe coronavirus disease 2019 (COVID-19) remains crucial for effective patient management.
- Previous studies have not fully elucidated factors differentiating COVID-19 severity levels.
Purpose of the Study:
- To identify clinical and laboratory risk factors associated with severe COVID-19.
- To explore predictors of disease progression in hospitalized COVID-19 patients.
- To inform strategies for preventing COVID-19 patients from developing critical illness.
Main Methods:
- Retrospective analysis of 562 laboratory-confirmed COVID-19 patients from 12 Chinese hospitals.
- Comparison of clinical data, therapies, and imaging between severe and non-severe COVID-19 patient groups.
- Logistic regression analysis to determine risk factors for COVID-19 severity.
Main Results:
- Advanced age and elevated white blood cell count and glucose levels were significant risk factors for COVID-19 severity.
- Severe COVID-19 cases showed increased cystatin C, mean hemoglobin, and decreased oxygen saturation.
- Differences in liver/kidney function, inflammatory markers (ESR), and blood cell counts were observed between genders and severity groups.
Conclusions:
- Identified risk factors, including advanced age and specific laboratory markers, are vital for preventing COVID-19 patient deterioration.
- Personalized interventions focusing on gender, age, and clinical characteristics can enhance COVID-19 treatment efficacy.
- This study provides insights for clinical decision-making to mitigate severe outcomes in COVID-19 patients.
Background:
A worldwide outbreak of coronavirus disease (COVID-19), since 2019, has brought a disaster to people all over the world. Many researchers carried out clinical epidemiological studies on patients with COVID-19 previously, but risk factors for patients with different levels of severity are still unclear.
Methods:
562 patients with laboratory-confirmed COVID-19 from 12 hospitals in China were included in this retrospective study. Related clinical information, therapies, and imaging data were extracted from electronic medical records and compared between patients with severe and non-severe status. We explored the risk factors associated with different severity of COVID-19 patients by logistic regression methods.
Results:
Based on the guideline we cited, 509 patients were classified as non-severe and 53 were severe. The age range of whom was 5-87 years, with a median age of 47 (IQR 35.0-57.0). And the elderly patients (older than 60 years old) in non-severe group were more likely to suffer from fever and asthma, accompanied by higher level of D-dimer, red blood cell distribution width and low-density lipoprotein. Furthermore, we found that the liver and kidney function of male patients was worse than that of female patients in both severe and non-severe groups with different age levels, while the severe females had faster ESR and lower inflammatory markers. Of major laboratory markers in non-severe cases, baseline albumin and the lymphocyte percentage were higher, while the white blood cell and the neutrophil count were lower. In addition, severe patients were more likely to be accompanied by an increase in cystatin C, mean hemoglobin level and a decrease in oxygen saturation. Besides that, advanced age and indicators such as count of white blood cell, glucose were proved to be the most common risk factors preventing COVID-19 patients from aggravating.
Conclusion:
The potential risk factors found in our study have shown great significance to prevent COVID-19 patients from aggravating and turning to critical cases during treatment. Meanwhile, focusing on gender and age factors in groups with different severity of COVID-19, and paying more attention to specific clinical symptoms and characteristics, could improve efficacy of personalized intervention to treat COVID-19 effectively.
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