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基于代理的模拟预测 COVID19 和合并症对南非医疗保健系统的影响。

Anticipating the impact of COVID19 and comorbidities on the South African healthcare system by agent-based simulations.

机构信息

Next Generation Mobility Group, Department of Dynamics of Complex Fluids, Max Planck Institute for Dynamics and Self-Organization, Am Fassberg 17, 37077, Göttingen, Germany.

Institute for the Dynamics of Complex Systems, Faculty of Physics, Georg August University of Göttingen, Friedrich-Hund-Platz 1, 37077, Göttingen, Germany.

出版信息

Sci Rep. 2021 Apr 12;11(1):7901. doi: 10.1038/s41598-021-86580-w.

Abstract

Tuberculosis (TB) is the 10th leading cause of death worldwide, and since 2007 it has been the main cause of death from a single infectious agent, ranking above HIV/AIDS. The current COVID-19 is a pandemic which caused many deaths around the world. The danger is not only a coinfection as observed for TB and HIV for a long time, but that both TB and SARS-CoV-2 affect the respiratory organs and thus potentiate their effect or accelerate the critical course. A key public health priority during the emergence of a novel pathogen is the estimation of the clinical need to assure adequate medical treatment. This requires a correct adjustment to the critical case detection rate and the prediction of possible scenarios based on known patterns. The African continent faces constraining preconditions in regard to healthcare capacities and social welfare which may hinder required countermeasures. However, given the high TB prevalence rates, COVID-19 may show a particular severe course in respective African countries, e.g. South Africa. Using WHO's TB and public infrastructure data, we conservatively estimate that the symptomatic critical case rate, which affects the healthcare system, is between 8 and 12% due to the interaction of COVID-19 and TB, for a TB population of 0.52% in South Africa. This TB prevalence leads to a significant increase in the peak load of critical cases of COVID-19 patients and potentially exceeds current healthcare capacities.

摘要

结核病(TB)是全球第 10 大死因,自 2007 年以来,它一直是单一传染病导致死亡的主要原因,超过了艾滋病毒/艾滋病。当前的 COVID-19 大流行是一场全球大流行,在世界各地造成了许多人死亡。其危险不仅在于长期以来观察到的结核病和艾滋病毒的合并感染,还在于结核病和 SARS-CoV-2 都影响呼吸系统,从而增强其作用或加速危急病程。在新病原体出现时,公共卫生的一个关键优先事项是估计临床治疗的需求,以确保充足的医疗服务。这需要正确调整危急病例的检出率,并根据已知模式预测可能出现的情况。非洲大陆在医疗保健能力和社会福利方面面临着制约性的前提条件,这可能会阻碍必要的对策。然而,鉴于高结核病发病率,COVID-19 在相应的非洲国家可能会表现出特定的严重病程,例如南非。利用世卫组织的结核病和公共基础设施数据,我们保守估计,由于 COVID-19 和结核病的相互作用,在南非 0.52%的结核病人群中,影响医疗系统的有症状危急病例发生率在 8%至 12%之间。这种结核病流行导致 COVID-19 患者危急病例的峰值负荷显著增加,并可能超过当前的医疗保健能力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a244/8041903/19f98073457e/41598_2021_86580_Fig1_HTML.jpg

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