Impact of Age and Sex on COVID-19 Severity Assessed From Radiologic and Clinical Findings

被引:58
作者
Statsenko, Yauhen [1 ]
Al Zahmi, Fatmah [2 ,3 ]
Habuza, Tetiana [4 ]
Almansoori, Taleb M. M. [1 ]
Smetanina, Darya [1 ]
Simiyu, Gillian Lylian [1 ]
Neidl-Van Gorkom, Klaus [1 ]
Ljubisavljevic, Milos
Awawdeh, Rasha [2 ]
Elshekhali, Hossam [2 ]
Lee, Martin [2 ]
Salamin, Nassim [2 ]
Sajid, Ruhina [2 ]
Kiran, Dhanya [2 ]
Nihalani, Sanjay [2 ]
Loney, Tom [3 ]
Bedson, Antony [5 ]
Dehdashtian, Alireza [6 ]
Al Koteesh, Jamal [1 ,6 ]
机构
[1] United Arab Emirates Univ, Coll Med & Hlth Sci, Al Ain, U Arab Emirates
[2] Mediclin Parkview Hosp, Dubai, U Arab Emirates
[3] Mohammed Bin Rashid Univ Med & Hlth Sci, Coll Med, Dubai, U Arab Emirates
[4] United Arab Emirates Univ, Coll Informat Technol, Al Ain, U Arab Emirates
[5] Sheikh Shakhbout Med City, Dept Radiol, Al Ain, U Arab Emirates
[6] Tawam Hosp, Dept Radiol, Al Ain, U Arab Emirates
来源
FRONTIERS IN CELLULAR AND INFECTION MICROBIOLOGY | 2022年 / 11卷
关键词
COVID-19; viral pneumonia; age; sex; machine learning; radiomics; risk stratification; severity; GENDER; PNEUMONIA; MORTALITY;
D O I
10.3389/fcimb.2021.777070
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
BackgroundData on the epidemiological characteristics and clinical features of COVID-19 in patients of different ages and sex are limited. Existing studies have mainly focused on the pediatric and elderly population. ObjectiveAssess whether age and sex interact with other risk factors to influence the severity of SARS-CoV-2 infection. Material and MethodsThe study sample included all consecutive patients who satisfied the inclusion criteria and who were treated from 24 February to 1 July 2020 in Dubai Mediclinic Parkview (560 cases) and Al Ain Hospital (605 cases), United Arab Emirates. We compared disease severity estimated from the radiological findings among patients of different age groups and sex. To analyze factors associated with an increased risk of severe disease, we conducted uni- and multivariate regression analyses. Specifically, age, sex, laboratory findings, and personal risk factors were used to predict moderate and severe COVID-19 with conventional machine learning methods. ResultsNeed for O-2 supplementation was positively correlated with age. Intensive care was required more often for men of all ages (p < 0.01). Males were more likely to have at least moderate disease severity (p = 0.0083). These findings were aligned with the results of biochemical findings and suggest a direct correlation between older age and male sex with a severe course of the disease. In young males (18-39 years), the percentage of the lung parenchyma covered with consolidation and the density characteristics of lesions were higher than those of other age groups; however, there was no marked sex difference in middle-aged (40-64 years) and older adults (>= 65 years). From the univariate analysis, the risk of the non-mild COVID-19 was significantly higher (p < 0.05) in midlife adults and older adults compared to young adults. The multivariate analysis provided similar findings. ConclusionAge and sex were important predictors of disease severity in the set of data typically collected on admission. Sexual dissimilarities reduced with age. Age disparities were more pronounced if studied with the clinical markers of disease severity than with the radiological markers. The impact of sex on the clinical markers was more evident than that of age in our study.
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页数:19
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