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使用动态因果模型对英国 2022 年 9 月前的 COVID-19 疫情进行 12 个月的预测。

A 12-month projection to September 2022 of the COVID-19 epidemic in the UK using a dynamic causal model.

机构信息

Retired, Axminster, United Kingdom.

Wellcome Centre for Human Neuroimaging, University College London, London, United Kingdom.

出版信息

Front Public Health. 2022 Nov 15;10:999210. doi: 10.3389/fpubh.2022.999210. eCollection 2022.

Abstract

OBJECTIVES

Predicting the future UK COVID-19 epidemic allows other countries to compare their epidemic with one unfolding without public health measures except a vaccine program.

METHODS

A Dynamic Causal Model was used to estimate key model parameters of the UK epidemic, such as vaccine effectiveness and increased transmissibility of Alpha and Delta variants, the effectiveness of the vaccine program roll-out and changes in contact rates. The model predicts the future trends in infections, long-COVID, hospital admissions and deaths.

RESULTS

Two-dose vaccination given to 66% of the UK population prevents transmission following infection by 44%, serious illness by 86% and death by 93%. Despite this, with no other public health measures used, cases will increase from 37 million to 61 million, hospital admissions from 536,000 to 684,000 and deaths from 136,000 to 142,000 over 12 months. A retrospective analysis (conducted after the original submission of this report) allowed a comparison of these predictions of morbidity and mortality with actual outcomes.

CONCLUSION

Vaccination alone will not control the epidemic. Relaxation of mitigating public health measures carries several risks, which include overwhelming the health services, the creation of vaccine resistant variants and the economic cost of huge numbers of acute and chronic cases.

摘要

目的

预测英国未来的 COVID-19 疫情,使其他国家能够将其疫情与没有公共卫生措施(除疫苗接种计划外)的疫情进行比较。

方法

使用动态因果模型来估计英国疫情的关键模型参数,如疫苗效力以及 Alpha 和 Delta 变体的传染性增加、疫苗接种计划的推出效果以及接触率的变化。该模型预测了感染、长期 COVID、住院和死亡的未来趋势。

结果

为 66%的英国人口接种两剂疫苗可将感染后的传播率降低 44%,严重疾病的发生率降低 86%,死亡率降低 93%。尽管如此,如果不采取其他公共卫生措施,在 12 个月内,病例将从 3700 万增加到 6100 万,住院人数将从 53.6 万增加到 68.4 万,死亡人数将从 13.6 万增加到 14.2 万。一项回顾性分析(在本报告原始提交后进行)允许将发病率和死亡率的这些预测与实际结果进行比较。

结论

仅接种疫苗无法控制疫情。放松缓解公共卫生措施会带来多种风险,包括使卫生服务不堪重负、产生对疫苗有抵抗力的变异株以及大量急性和慢性病例的经济成本。

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