Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, New York.
Department of Medicine, Infectious Disease Division, University of Rochester, Rochester, New York.
JAMA Netw Open. 2023 Jul 3;6(7):e2323349. doi: 10.1001/jamanetworkopen.2023.23349.
Current data identifying COVID-19 risk factors lack standardized outcomes and insufficiently control for confounders.
To identify risk factors associated with COVID-19, severe COVID-19, and SARS-CoV-2 infection.
DESIGN, SETTING, AND PARTICIPANTS: This secondary cross-protocol analysis included 4 multicenter, international, randomized, blinded, placebo-controlled, COVID-19 vaccine efficacy trials with harmonized protocols established by the COVID-19 Prevention Network. Individual-level data from participants randomized to receive placebo within each trial were combined and analyzed. Enrollment began July 2020 and the last data cutoff was in July 2021. Participants included adults in stable health, at risk for SARS-CoV-2, and assigned to the placebo group within each vaccine trial. Data were analyzed from April 2022 to February 2023.
Comorbid conditions, demographic factors, and SARS-CoV-2 exposure risk at the time of enrollment.
Coprimary outcomes were COVID-19 and severe COVID-19. Multivariate Cox proportional regression models estimated adjusted hazard ratios (aHRs) and 95% CIs for baseline covariates, accounting for trial, region, and calendar time. Secondary outcomes included severe COVID-19 among people with COVID-19, subclinical SARS-CoV-2 infection, and SARS-CoV-2 infection.
A total of 57 692 participants (median [range] age, 51 [18-95] years; 11 720 participants [20.3%] aged ≥65 years; 31 058 participants [53.8%] assigned male at birth) were included. The analysis population included 3270 American Indian or Alaska Native participants (5.7%), 7849 Black or African American participants (13.6%), 17 678 Hispanic or Latino participants (30.6%), and 40 745 White participants (70.6%). Annualized incidence was 13.9% (95% CI, 13.3%-14.4%) for COVID-19 and 2.0% (95% CI, 1.8%-2.2%) for severe COVID-19. Factors associated with increased rates of COVID-19 included workplace exposure (high vs low: aHR, 1.35 [95% CI, 1.16-1.58]; medium vs low: aHR, 1.41 [95% CI, 1.21-1.65]; P < .001) and living condition risk (very high vs low risk: aHR, 1.41 [95% CI, 1.21-1.66]; medium vs low risk: aHR, 1.19 [95% CI, 1.08-1.32]; P < .001). Factors associated with decreased rates of COVID-19 included previous SARS-CoV-2 infection (aHR, 0.13 [95% CI, 0.09-0.19]; P < .001), age 65 years or older (aHR vs age <65 years, 0.57 [95% CI, 0.50-0.64]; P < .001) and Black or African American race (aHR vs White race, 0.78 [95% CI, 0.67-0.91]; P = .002). Factors associated with increased rates of severe COVID-19 included race (American Indian or Alaska Native vs White: aHR, 2.61 [95% CI, 1.85-3.69]; multiracial vs White: aHR, 2.19 [95% CI, 1.50-3.20]; P < .001), diabetes (aHR, 1.54 [95% CI, 1.14-2.08]; P = .005) and at least 2 comorbidities (aHR vs none, 1.39 [95% CI, 1.09-1.76]; P = .008). In analyses restricted to participants who contracted COVID-19, increased severe COVID-19 rates were associated with age 65 years or older (aHR vs <65 years, 1.75 [95% CI, 1.32-2.31]; P < .001), race (American Indian or Alaska Native vs White: aHR, 1.98 [95% CI, 1.38-2.83]; Black or African American vs White: aHR, 1.49 [95% CI, 1.03-2.14]; multiracial: aHR, 1.81 [95% CI, 1.21-2.69]; overall P = .001), body mass index (aHR per 1-unit increase, 1.03 [95% CI, 1.01-1.04]; P = .001), and diabetes (aHR, 1.85 [95% CI, 1.37-2.49]; P < .001). Previous SARS-CoV-2 infection was associated with decreased severe COVID-19 rates (aHR, 0.04 [95% CI, 0.01-0.14]; P < .001).
In this secondary cross-protocol analysis of 4 randomized clinical trials, exposure and demographic factors had the strongest associations with outcomes; results could inform mitigation strategies for SARS-CoV-2 and viruses with comparable epidemiological characteristics.
目前确定 COVID-19 风险因素的资料缺乏标准化的结果,并且对混杂因素的控制不足。
确定与 COVID-19、严重 COVID-19 和 SARS-CoV-2 感染相关的风险因素。
设计、地点和参与者:这是一项二次交叉方案分析,包括由 COVID-19 预防网络制定的协议协调的 4 项多中心、国际性、随机、双盲、安慰剂对照 COVID-19 疫苗功效试验。对每个试验中接受安慰剂的随机参与者进行个体水平数据合并和分析。招募工作于 2020 年 7 月开始,最后数据截止时间为 2021 年 7 月。参与者包括稳定健康、有感染 SARS-CoV-2 风险的成年人,并被分配到每个疫苗试验中的安慰剂组。数据分析于 2023 年 2 月至 2023 年 4 月进行。
合并症、人口统计学因素和在入组时的 SARS-CoV-2 暴露风险。
主要结局是 COVID-19 和严重 COVID-19。多变量 Cox 比例风险回归模型估计了基线协变量的调整风险比(aHR)和 95%置信区间,同时考虑了试验、区域和日历时间。次要结局包括 COVID-19 患者中的严重 COVID-19、亚临床 SARS-CoV-2 感染和 SARS-CoV-2 感染。
共纳入 57692 名参与者(中位[范围]年龄 51[18-95]岁;11720 名参与者[20.3%]年龄≥65 岁;31058 名参与者[53.8%]出生时为男性)。分析人群包括 3270 名美国印第安人或阿拉斯加原住民参与者(5.7%)、7849 名黑人或非裔美国人参与者(13.6%)、17678 名西班牙裔或拉丁裔参与者(30.6%)和 40745 名白人参与者(70.6%)。COVID-19 的年化发生率为 13.9%(95%CI,13.3%-14.4%),严重 COVID-19 的发生率为 2.0%(95%CI,1.8%-2.2%)。与 COVID-19 发生率增加相关的因素包括工作场所暴露(高 vs 低:aHR,1.35[95%CI,1.16-1.58];中 vs 低:aHR,1.41[95%CI,1.21-1.65];P<0.001)和生活条件风险(非常高 vs 低风险:aHR,1.41[95%CI,1.21-1.66];中 vs 低风险:aHR,1.19[95%CI,1.08-1.32];P<0.001)。与 COVID-19 发生率降低相关的因素包括既往 SARS-CoV-2 感染(aHR,0.13[95%CI,0.09-0.19];P<0.001)、年龄 65 岁或以上(与年龄<65 岁相比:aHR,0.57[95%CI,0.50-0.64];P<0.001)和非裔美国人(与白人相比:aHR,0.78[95%CI,0.67-0.91];P=0.002)。与严重 COVID-19 发生率增加相关的因素包括种族(美国印第安人或阿拉斯加原住民 vs 白人:aHR,2.61[95%CI,1.85-3.69];多种族 vs 白人:aHR,2.19[95%CI,1.50-3.20];P<0.001)、糖尿病(aHR,1.54[95%CI,1.14-2.08];P=0.005)和至少 2 种合并症(与无合并症相比:aHR,1.39[95%CI,1.09-1.76];P=0.008)。在仅限于感染 COVID-19 的参与者的分析中,年龄 65 岁或以上(与<65 岁相比:aHR,1.75[95%CI,1.32-2.31];P<0.001)、种族(美国印第安人或阿拉斯加原住民 vs 白人:aHR,1.98[95%CI,1.38-2.83];黑人或非裔美国人 vs 白人:aHR,1.49[95%CI,1.03-2.14];多种族:aHR,1.81[95%CI,1.21-2.69];整体 P=0.001)、体质指数(每增加 1 个单位的 aHR,1.03[95%CI,1.01-1.04];P=0.001)和糖尿病(aHR,1.85[95%CI,1.37-2.49];P<0.001)与严重 COVID-19 发生率增加相关。既往 SARS-CoV-2 感染与严重 COVID-19 发生率降低相关(aHR,0.04[95%CI,0.01-0.14];P<0.001)。
在这 4 项随机临床试验的二次交叉方案分析中,暴露和人口统计学因素与结局的相关性最强;结果可为 SARS-CoV-2 和具有类似流行病学特征的病毒提供减轻策略。