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菲律宾结核和艾滋双重流行的定量评估。

Quantitative Assessment of a Dual Epidemic Caused by Tuberculosis and HIV in the Philippines.

机构信息

Institute of Mathematical Sciences and Physics, University of the Philippines Los Baños, Los Baños, 4031, Laguna, Philippines.

Institute of Mathematics, University of the Philippines Diliman, Quezon City, 1101, Philippines.

出版信息

Bull Math Biol. 2023 May 21;85(7):56. doi: 10.1007/s11538-023-01156-1.

Abstract

Tuberculosis (TB) and human immunodeficiency virus (HIV) are the two major public health emergencies in the Philippines. The country is ranked fourth worldwide in TB incidence cases despite national efforts and initiatives to mitigate the disease. Concurrently, the Philippines has the fastest-growing HIV epidemic in Asia and the Pacific region. The TB-HIV dual epidemic forms a lethal combination enhancing each other's progress, driving the deterioration of immune responses. In order to understand and describe the transmission dynamics and epidemiological patterns of the co-infection, a compartmental model for TB-HIV is developed. A class of people living with HIV (PLHIV) who did not know their HIV status is incorporated into the model. These unaware PLHIV who do not seek medical treatment are potential sources of new HIV infections that could significantly influence the disease transmission dynamics. Sensitivity analysis using the partial rank correlation coefficient is performed to assess model parameters that are influential to the output of interests. The model is calibrated using available Philippine data on TB, HIV, and TB-HIV. Parameters that are identified include TB and HIV transmission rates, progression rates from exposed to active TB, and from TB-latent with HIV to active infectious TB with HIV in the AIDS stage. Uncertainty analysis is performed to identify the degree of accuracy of the estimates. Simulations predict an alarming increase of 180% and 194% in new HIV and TB-HIV infections in 2025, respectively, relative to 2019 data. These projections underscore an ongoing health crisis in the Philippines that calls for a combined and collective effort by the government and the public to take action against the lethal combination of TB and HIV.

摘要

结核病(TB)和人类免疫缺陷病毒(HIV)是菲律宾的两大公共卫生紧急事件。尽管菲律宾国家努力并采取措施来减轻该疾病,但该国结核病发病率在全球排名第四。同时,菲律宾是亚洲和太平洋地区艾滋病毒流行率增长最快的国家。结核病和 HIV 的双重流行形成了致命的组合,相互促进,导致免疫反应恶化。为了了解和描述合并感染的传播动态和流行病学模式,开发了一种结核病-艾滋病病毒的 compartmental 模型。该模型纳入了一类不知道自己 HIV 状况的艾滋病毒感染者(PLHIV)。这些未接受治疗的未察觉的 PLHIV 是新的 HIV 感染的潜在来源,可能会对疾病传播动态产生重大影响。使用偏秩相关系数进行敏感性分析,以评估对感兴趣的输出有影响的模型参数。该模型使用菲律宾现有的结核病、HIV 和结核病-艾滋病病毒的数据进行校准。确定的参数包括结核病和 HIV 传播率、从暴露到活动性结核病的进展率、以及从潜伏性结核病合并 HIV 到艾滋病阶段的活动性传染性结核病合并 HIV 的进展率。进行不确定性分析以确定估计的准确性程度。模拟预测,与 2019 年的数据相比,2025 年新的 HIV 和结核病-艾滋病病毒感染将分别增加 180%和 194%。这些预测突显了菲律宾正在发生的卫生危机,需要政府和公众共同采取行动,应对结核病和 HIV 的致命组合。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a6b8/10200076/ce6db1c58929/11538_2023_1156_Fig1_HTML.jpg

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