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评估卫生系统资源对马拉维艾滋病毒和结核病规划的影响:建模研究。

Assessing the effect of health system resources on HIV and tuberculosis programmes in Malawi: a modelling study.

机构信息

MRC Centre for Global Infectious Disease Analysis, Jameel Institute, School of Public Health, Imperial College London, London, UK.

Centre for Health Economics, University of York, York, UK.

出版信息

Lancet Glob Health. 2024 Oct;12(10):e1638-e1648. doi: 10.1016/S2214-109X(24)00259-6.

Abstract

BACKGROUND

Malawi is progressing towards UNAIDS and WHO End TB Strategy targets to eliminate HIV/AIDS and tuberculosis. We aimed to assess the prospective effect of achieving these goals on the health and health system of the country and the influence of consumable constraints.

METHODS

In this modelling study, we used the Thanzi la Onse (Health for All) model, which is an individual-based multi-disease simulation model that simulates HIV and tuberculosis transmission, alongside other diseases (eg, malaria, non-communicable diseases, and maternal diseases), and gates access to essential medicines according to empirical estimates of availability. The model integrates dynamic disease modelling with health system engagement behaviour, health system use, and capabilities (ie, personnel and consumables). We used 2018 data on the availability of HIV and tuberculosis consumables (for testing, treatment, and prevention) across all facility levels of the country to model three scenarios of HIV and tuberculosis programme scale-up from Jan 1, 2023, to Dec 31, 2033: a baseline scenario, when coverage remains static using existing consumable constraints; a constrained scenario, in which prioritised interventions are scaled up with fixed consumable constraints; and an unconstrained scenario, in which prioritised interventions are scaled up with maximum availability of all consumables related to HIV and tuberculosis care.

FINDINGS

With uninterrupted medical supplies, in Malawi, we projected HIV and tuberculosis incidence to decrease to 26 (95% uncertainty interval [UI] 19-35) cases and 55 (23-74) cases per 100 000 person-years by 2033 (from 152 [98-195] cases and 123 [99-160] cases per 100 000 person-years in 2023), respectively, with programme scale-up, averting a total of 12·21 million (95% UI 11·39-14·16) disability-adjusted life-years. However, the effect was compromised by restricted access to key medicines, resulting in approximately 58 700 additional deaths (33 400 [95% UI 22 000-41 000] due to AIDS and 25 300 [19 300-30 400] due to tuberculosis) compared with the unconstrained scenario. Between 2023 and 2033, eliminating HIV treatment stockouts could avert an estimated 12 100 deaths compared with the baseline scenario, and improved access to tuberculosis prevention medications could prevent 5600 deaths in addition to those achieved through programme scale-up alone. With programme scale-up under the constrained scenario, consumable stockouts are projected to require an estimated 14·3 million extra patient-facing hours between 2023 and 2033, mostly from clinical or nursing staff, compared with the unconstrained scenario. In 2033, with enhanced screening, 188 000 (81%) of 232 900 individuals projected to present with active tuberculosis could start tuberculosis treatment within 2 weeks of initial presentation if all required consumables were available, but only 8600 (57%) of 15 100 presenting under the baseline scenario.

INTERPRETATION

Ignoring frailties in the health-care system, in particular the potential non-availability of consumables, in projections of HIV and tuberculosis programme scale-up might risk overestimating potential health impacts and underestimating required health system resources. Simultaneous health system strengthening alongside programme scale-up is crucial, and should yield greater benefits to population health while mitigating the strain on a heavily constrained health-care system.

FUNDING

Wellcome and UK Research and Innovation as part of the Global Challenges Research Fund.

摘要

背景

马拉维正在朝着联合国艾滋病规划署和世界卫生组织终止结核病战略的目标迈进,以消除艾滋病毒/艾滋病和结核病。我们旨在评估实现这些目标对该国健康和卫生系统的预期影响,以及消耗品限制的影响。

方法

在这项建模研究中,我们使用了 Thanzi la Onse(全民健康)模型,这是一种基于个体的多疾病模拟模型,模拟艾滋病毒和结核病的传播,以及其他疾病(如疟疾、非传染性疾病和孕产妇疾病),并根据经验估计的可用性来获取基本药物。该模型将动态疾病建模与卫生系统参与行为、卫生系统使用和能力(即人员和消耗品)相结合。我们使用了 2018 年全国所有设施层面艾滋病毒和结核病消耗品(用于检测、治疗和预防)的可用性数据,模拟了 2023 年 1 月 1 日至 2033 年 12 月 31 日期间艾滋病毒和结核病规划扩大的三种情景:基线情景,即现有消耗品限制下保持覆盖范围不变;约束情景,即按照固定消耗品限制扩大优先干预措施;以及无约束情景,即按照与艾滋病毒和结核病护理相关的所有消耗品的最大可用性扩大优先干预措施。

结果

在没有中断医疗供应的情况下,我们预计在马拉维,艾滋病毒和结核病的发病率将分别下降到 2033 年的 26(95%不确定区间[UI]19-35)和 55(23-74)例/每 10 万人年(与 2023 年的 152 [98-195]例和 123 [99-160]例/每 10 万人年相比),通过规划扩大,共避免了 1221 万(95%UI 1139-1416)残疾调整生命年。然而,由于关键药物获取受限,这一效果受到了影响,导致大约增加了 58700 例额外死亡(33400 [95%UI 22000-41000]死于艾滋病,25300 [19300-30400]死于结核病),与无约束情景相比。2023 年至 2033 年期间,与基线情景相比,消除艾滋病毒治疗用品缺货可避免约 12100 人死亡,而改善结核病预防药物的获取可防止除规划扩大本身之外的另外 5600 人死亡。在约束情景下扩大规划,预计 2023 年至 2033 年期间,与无约束情景相比,消耗品缺货将需要额外约 1430 万患者面对面时间,主要来自临床或护理人员。在 2033 年,如果所有必需的消耗品都可用,预计将有 188000(81%)名预计有 232900 名患有活动性肺结核的人将在初次就诊后 2 周内开始肺结核治疗,但在基线情况下,只有 15100(57%)人会就诊。

解释

在预测艾滋病毒和结核病规划扩大时,如果忽略卫生保健系统的脆弱性,特别是消耗品可能无法获得的情况,可能会高估潜在的健康影响,并低估所需的卫生系统资源。同时加强卫生系统建设和规划扩大至关重要,这将在减轻对严重受限的卫生保健系统的压力的同时,为人口健康带来更大的益处。

资助

英国惠康基金会和英国研究与创新署作为全球挑战研究基金的一部分。

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