Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington.
Bridge HIV, San Francisco Department of Public Health, San Francisco, California.
JAMA Netw Open. 2024 May 1;7(5):e2412835. doi: 10.1001/jamanetworkopen.2024.12835.
SARS-CoV-2 viral load (VL) in the nasopharynx is difficult to quantify and standardize across settings, but it may inform transmission potential and disease severity.
To characterize VL at COVID-19 diagnosis among previously uninfected and unvaccinated individuals by evaluating the association of demographic and clinical characteristics, viral variant, and trial with VL, as well as the ability of VL to predict severe disease.
DESIGN, SETTING, AND PARTICIPANTS: This secondary cross-protocol analysis used individual-level data from placebo recipients from 4 harmonized, phase 3 COVID-19 vaccine efficacy trials sponsored by Moderna, AstraZeneca, Janssen, and Novavax. Participants were SARS-CoV-2 negative at baseline and acquired COVID-19 during the blinded phase of the trials. The setting included the US, Brazil, South Africa, Colombia, Argentina, Peru, Chile, and Mexico; start dates were July 27, 2020, to December 27, 2020; data cutoff dates were March 26, 2021, to July 30, 2021. Statistical analysis was performed from November 2022 to June 2023.
Linear regression was used to assess the association of demographic and clinical characteristics, viral variant, and trial with polymerase chain reaction-measured log10 VL in nasal and/or nasopharyngeal swabs taken at the time of COVID-19 diagnosis.
Among 1667 participants studied (886 [53.1%] male; 995 [59.7%] enrolled in the US; mean [SD] age, 46.7 [14.7] years; 204 [12.2%] aged 65 years or older; 196 [11.8%] American Indian or Alaska Native, 150 [9%] Black or African American, 1112 [66.7%] White; 762 [45.7%] Hispanic or Latino), median (IQR) log10 VL at diagnosis was 6.18 (4.66-7.12) log10 copies/mL. Participant characteristics and viral variant explained only 5.9% of the variability in VL. The independent factor with the highest observed differences was trial: Janssen participants had 0.54 log10 copies/mL lower mean VL vs Moderna participants (95% CI, 0.20 to 0.87 log10 copies/mL lower). In the Janssen study, which captured the largest number of COVID-19 events and variants and used the most intensive post-COVID surveillance, neither VL at diagnosis nor averaged over days 1 to 28 post diagnosis was associated with COVID-19 severity.
In this study of placebo recipients from 4 randomized phase 3 trials, high variability was observed in SARS-CoV-2 VL at the time of COVID-19 diagnosis, and only a fraction was explained by individual participant characteristics or viral variant. These results suggest challenges for future studies of interventions seeking to influence VL and elevates the importance of standardized methods for specimen collection and viral load quantitation.
在不同环境下,很难对鼻咽部的 SARS-CoV-2 病毒载量(VL)进行定量和标准化,但它可能会影响传播潜力和疾病严重程度。
通过评估人口统计学和临床特征、病毒变异体和试验与 VL 的关联,以及 VL 预测严重疾病的能力,来描述先前未感染和未接种疫苗的个体在 COVID-19 诊断时的 VL 特征。
设计、地点和参与者:这是一项二次交叉协议分析,使用了由 Moderna、阿斯利康、杨森和诺瓦瓦克斯赞助的 4 项同质化、3 期 COVID-19 疫苗功效试验的安慰剂接受者的个体水平数据。参与者在试验的盲法阶段之前 SARS-CoV-2 检测均为阴性,并确诊 COVID-19。研究地点包括美国、巴西、南非、哥伦比亚、阿根廷、秘鲁、智利和墨西哥;开始日期为 2020 年 7 月 27 日至 2020 年 12 月 27 日;数据截止日期为 2021 年 3 月 26 日至 2021 年 7 月 30 日。统计分析于 2022 年 11 月至 2023 年 6 月进行。
线性回归用于评估人口统计学和临床特征、病毒变异体和试验与 COVID-19 诊断时鼻和/或鼻咽拭子中聚合酶链反应测量的 log10 VL 之间的关联。
在研究的 1667 名参与者中(886 [53.1%] 为男性;995 [59.7%] 在美国入组;平均 [标准差] 年龄为 46.7 [14.7] 岁;204 [12.2%] 年龄在 65 岁或以上;196 [11.8%] 为美洲印第安人或阿拉斯加原住民,150 [9%] 为黑种人或非裔美国人,1112 [66.7%] 为白种人;762 [45.7%] 为西班牙裔或拉丁裔),诊断时中位(IQR)log10 VL 为 6.18(4.66-7.12)log10 拷贝/mL。参与者特征和病毒变异体仅解释了 VL 变异性的 5.9%。观察到的差异最大的独立因素是试验:与 Moderna 参与者相比,Janssen 参与者的平均 VL 低 0.54 log10 拷贝/mL(95% CI,0.20 至 0.87 log10 拷贝/mL 低)。在 Janssen 研究中,COVID-19 事件和变异体的数量最多,使用了最密集的 COVID-19 后监测,诊断时的 VL 或诊断后 1 至 28 天的平均 VL 均与 COVID-19 严重程度无关。
在这项来自 4 项随机 3 期试验的安慰剂接受者研究中,在 COVID-19 诊断时 SARS-CoV-2 VL 观察到高度变异性,只有一部分可以用个体参与者特征或病毒变异体来解释。这些结果表明,未来研究干预措施寻求影响 VL 时存在挑战,并强调了用于标本采集和病毒载量定量的标准化方法的重要性。