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年龄和性别对基于影像学和临床发现评估的 COVID-19 严重程度的影响。

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

机构信息

College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates.

Mediclinic Parkview Hospital, Dubai, United Arab Emirates.

出版信息

Front Cell Infect Microbiol. 2022 Feb 25;11:777070. doi: 10.3389/fcimb.2021.777070. eCollection 2021.

Abstract

BACKGROUND

Data 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.

OBJECTIVE

Assess whether age and sex interact with other risk factors to influence the severity of SARS-CoV-2 infection.

MATERIAL AND METHODS

The 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.

RESULTS

Need for supplementation was positively correlated with age. Intensive care was required more often for men of all ages ( 0.01). Males were more likely to have at least moderate disease severity ( = 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 ( 0.05) in midlife adults and older adults compared to young adults. The multivariate analysis provided similar findings.

CONCLUSION

Age 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.

摘要

背景

关于不同年龄和性别的 COVID-19 患者的流行病学特征和临床特征的数据有限。现有研究主要集中在儿科和老年人群。

目的

评估年龄和性别是否与其他危险因素相互作用,影响 SARS-CoV-2 感染的严重程度。

材料和方法

研究样本包括 2020 年 2 月 24 日至 7 月 1 日在阿联酋迪拜医疗中心公园景(560 例)和艾因医院(605 例)接受治疗的所有符合纳入标准的连续患者。我们比较了不同年龄组和性别的患者的放射学发现所估计的疾病严重程度。为了分析与严重疾病风险增加相关的因素,我们进行了单变量和多变量回归分析。具体来说,使用年龄、性别、实验室发现和个人危险因素,使用传统的机器学习方法预测中度和重度 COVID-19。

结果

需要补充与年龄呈正相关。所有年龄段的男性都更需要重症监护( 0.01)。男性更有可能患有至少中度疾病严重程度( = 0.0083)。这些发现与生化发现的结果一致,并表明年龄较大和男性与疾病严重程度之间存在直接相关性。在年轻男性(18-39 岁)中,肺实质受累的百分比和病变的密度特征高于其他年龄组;然而,在中年(40-64 岁)和老年人(65 岁)中,男女之间没有明显的性别差异。从单变量分析来看,与年轻人相比,中年和老年人发生非轻症 COVID-19 的风险显著更高( 0.05)。多变量分析提供了类似的发现。

结论

在通常入院时收集的数据中,年龄和性别是疾病严重程度的重要预测因素。随着年龄的增长,性别差异会减少。如果用疾病严重程度的临床标志物来研究,而不是用放射学标志物来研究,年龄差异会更加明显。在我们的研究中,性别对临床标志物的影响比年龄更为明显。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/991a/8913498/efcc4a428f6a/fcimb-11-777070-g001.jpg

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