Huang Jingwen, Huang Lin, Xi Jing, Li Yong, Zhou Jianping, Bao Zhiyao, Cheng Qijian, Li Qingyun, Zhou Min, Zhao Ren, Li Yanan
Department of Pulmonary and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
Institute of Respiratory Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
Chin Med J Pulm Crit Care Med. 2023 Dec 7;1(4):241-248. doi: 10.1016/j.pccm.2023.11.001. eCollection 2023 Dec.
In late March 2022, an outbreak of coronavirus disease 2019 (COVID-19) caused by the Omicron BA.2 strain occurred in Shanghai, China. This retrospective study aimed to investigate the clinical characteristics, laboratory parameters, and vaccine protectiveness related to this disease in China.
We conducted a single-center retrospective study on 735 patients with COVID-19 hospitalized from March 17 to May 14, 2022. Clinical characteristics were analyzed based on vaccination status and viral shedding time (VST). The least absolute shrinkage and selection operator (LASSO) regression and 5-fold cross-validation were applied to screen factors linked to the rate of the VST. Generalized linear models were further applied to estimate the odds ratios for factors influencing the VST.
The median VST of unvaccinated patients was 13 (11-16) days, which was longer than that of patients vaccinated with one or two doses (11 [9-13] days) and with completed booster doses (11 [8-12] days). A LASSO regression model and 5-fold cross-validation showed that age of ≥60 years (β = 0.01), pneumonia (β = 0.53), and higher number of comorbidities (β = 0.69) were positively associated with the VST, whereas the platelet count (β = -8.0×10) was inversely associated with the VST. Subgroup analysis revealed that the number of vaccinations was significantly associated with a decreased VST among patients with renal dysfunction (odds ratio [OR], 0.65; 95% confidence interval [CI], 0.44-0.97; = 0.034) and patients with two or more comorbidities (OR, 0.09; 95% CI, 0.03-0.28; < 0.001). The lymphocyte count was significantly associated with a decreased VST among patients aged <60 years (OR, 0.51; 95% CI, 0.30-0.85; = 0.011), patients with normal renal function (OR, 0.41; 95% CI, 0.21-0.80; = 0.009), and patients with fewer than two comorbidities (OR, 0.49; 95% CI, 0.30-0.80; = 0.005).
Our preliminary results suggest that the complete and booster vaccination contributes to the viral clearance of Omicron BA.2 variants, while the protectiveness of vaccination is most imperative in patients with impaired renal function and more comorbidities.
2022年3月下旬,中国上海发生了由奥密克戎BA.2毒株引起的新型冠状病毒肺炎(COVID-19)疫情。这项回顾性研究旨在调查中国该疾病的临床特征、实验室参数及疫苗保护效力。
我们对2022年3月17日至5月14日期间住院的735例COVID-19患者进行了单中心回顾性研究。根据疫苗接种状况和病毒脱落时间(VST)分析临床特征。应用最小绝对收缩和选择算子(LASSO)回归及五折交叉验证来筛选与VST率相关的因素。进一步应用广义线性模型来估计影响VST的因素的比值比。
未接种疫苗患者的VST中位数为13(11 - 16)天,长于接种一剂或两剂疫苗的患者(11 [9 - 13]天)和完成加强剂量接种的患者(11 [8 - 12]天)。LASSO回归模型和五折交叉验证显示,≥60岁(β = 0.01)、肺炎(β = 0.53)和更多合并症数量(β = 0.69)与VST呈正相关,而血小板计数(β = - 8.0×10)与VST呈负相关。亚组分析显示,接种次数与肾功能不全患者(比值比[OR],0.65;95%置信区间[CI],0.44 - 0.97;P = 0.034)及有两种或更多合并症患者(OR,0.09;95% CI,0.03 - 0.28;P < 0.001)的VST降低显著相关。淋巴细胞计数与<60岁患者(OR,0.51;95% CI,0.30 - 0.85;P = 0.011)、肾功能正常患者(OR,0.41;95% CI,0.21 - 0.80;P = 0.009)及合并症少于两种患者(OR, 0.49;95% CI,0.30 - 0.80;P = 0.005)的VST降低显著相关。
我们的初步结果表明,全程接种和加强接种有助于奥密克戎BA.2变体的病毒清除,而接种的保护作用在肾功能受损和合并症较多的患者中最为迫切。