PLoS ONE (Jan 2020)

Clinical features and risk factors for severe inpatients with COVID-19: A retrospective study in China.

  • Juan Wang,
  • Shuzhen Guo,
  • Yili Zhang,
  • Kuo Gao,
  • Jiacheng Zuo,
  • Nannan Tan,
  • Kangjia Du,
  • Yan Ma,
  • Yong Hou,
  • Quntang Li,
  • Hongming Xu,
  • Jin Huang,
  • Qiuhua Huang,
  • Hui Na,
  • Jingwei Wang,
  • Xiaoyan Wang,
  • Yanhua Xiao,
  • Junteng Zhu,
  • Hong Chen,
  • Zhang Liu,
  • Mingxuan Wang,
  • Linsong Zhang,
  • Wei Wang

DOI
https://doi.org/10.1371/journal.pone.0244125
Journal volume & issue
Vol. 15, no. 12
p. e0244125

Abstract

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BackgroundA 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.Methods562 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.ResultsBased 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.ConclusionThe 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.