School of Mathematics and Computer Science, Northwest Minzu University, Lanzhou, Gansu, China.
School of Ecology and Environmental Sciences, Yunnan University, Kunming, Yunnan, China.
PLoS One. 2023 Aug 25;18(8):e0290640. doi: 10.1371/journal.pone.0290640. eCollection 2023.
In many nations, efforts to prevent and control COVID-19 have been significantly impeded by the SARS-CoV-2 virus ongoing mutation. The Omicron strain, a more recent and prevalent strain, has had more significant detrimental effects in countries worldwide. To investigate the impact of the Omicron BA.2 strain on vaccine efficacy, we proposed a model with vaccination and immunological decline in this research. Then, we fitted our model based on the number of daily new instances reported by the government in Jilin and Shanghai, China. We estimated the effective reproduction number Re = 4.71 for the Jilin and Re = 3.32 for Shanghai. Additionally, we do sensitivity analysis to identify the critical factors affecting the effective reproduction number Re. It was found that vaccination rate, effectiveness rate, and declining rate had a significant effect on Re. Further, we investigate the relevant parameter thresholds that make Re lower than unity. Finally, rich numerical experiments were then carried out. We observed that even when vaccine efficiency was not high, increasing vaccination rates had a significant effect on early disease transmission, that limiting social distance was the most economical and rational measure to control the spread of disease, and that for a short period, reducing immune decline was not significant in curbing disease transmission.
在许多国家,预防和控制 COVID-19 的努力受到 SARS-CoV-2 病毒持续突变的严重阻碍。奥密克戎(Omicron)变异株是最近更为流行的一种变异株,对世界各国造成了更大的负面影响。为了研究奥密克戎 BA.2 变异株对疫苗效力的影响,我们在这项研究中提出了一个包含接种疫苗和免疫下降的模型。然后,我们根据中国吉林和上海政府报告的每日新增病例数对我们的模型进行拟合。我们估计吉林的有效繁殖数 Re = 4.71,上海的 Re = 3.32。此外,我们进行了敏感性分析以确定影响有效繁殖数 Re 的关键因素。结果发现,疫苗接种率、有效率和下降率对 Re 有显著影响。进一步,我们研究了使 Re 小于 1 的相关参数阈值。最后,进行了丰富的数值实验。我们观察到,即使疫苗效率不高,提高疫苗接种率对早期疾病传播也有显著影响,限制社交距离是控制疾病传播最经济和合理的措施,在短期内,降低免疫下降对抑制疾病传播的作用并不显著。