Study on the COVID-19 epidemic in mainland China between November 2022 and January 2023, with prediction of its tendency.

The prediction system EpiSIX was used to study the COVID-19 epidemic in mainland China between November 2022 and January 2023, based on reported data from December 9, 2022, to January 30, 2023, released by The Chinese Center for Disease Control and Prevention on February 1, 2023. Three kinds of reported data were used for model fitting: the daily numbers of positive nucleic acid tests and deaths, and the daily number of hospital beds taken by COVID-19 patients. It was estimated that the overall infection rate was 87.54% and the overall case fatality rate was 0.078%-0.116% (median 0.100%). Assuming that a new COVID-19 epidemic outbreak would start in March or April of 2023, induced by a slightly more infectious mutant strain, we predicted a possible large rebound between September and October 2023, with a peak demand of between 800,000 and 900,000 inpatient beds. If no such new outbreak was induced by other variants, then the current COVID-19 epidemic course in mainland China would remain under control until the end of 2023. However, it is suggested that the necessary medical resources be prepared to manage possible COVID-19 epidemic emergencies in the near future, especially for the period between September and October 2023.

Predictive analysis and countermeasures in response to COVID-19 epidemic in 2020-2021

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a natural emerging virus, with rapid virus replication, wide cell tropism, and strong survival ability. Its epidemic characteristics are similar to those of influenza virus. Asymptomatic infections are widespread in a covert way, and the virus has adapted to human population, making it difficult to control the transmission. The global epidemic in 2020/2021 may further deteriorate before the SARS-CoV-2 vaccines are widely applied and show protective effectiveness, and China will still face the risk of continuous overseas multi-channel import and local outbreaks or recurrence of the epidemic. Therefore, it is necessary to carry out further surveillance about the prevalence and infection of SARS-CoV-2 in the population and the corresponding environment of the high-risk areas in China, and establish a national super mobile SARS-CoV-2 detection network laboratory for performing ultra-large-scale testing tasks;implement differentiated vaccination strategies and closely follow up and monitor the effectiveness and efficiency of vaccination;and continue to strengthen effective public health measures such as wearing masks, washing hands frequently, keeping social distances, opening windows frequently, and reducing gatherings. The coronavirus disease 2019 (COVID-19) epidemic warns us once again that the continuous emergence of new infectious diseases caused by unknown pathogens of wild animal origin has become the new normal status. It is necessary to systematically carry out unknown microbial discovery and reverse pathogenic etiology research in a prospective manner, and actively defend against emerging infectious diseases in the future.

Tendency prediction of COVID-19 worldwide

Objective: We give projections of the COVID-19 epidemic course worldwide.