Research Department of Epidemiology and Public Health, University College London, London, United Kingdom.
School of Health and Related Research, University of Sheffield, Sheffield, United Kingdom.
PLoS One. 2021 Sep 8;16(9):e0256680. doi: 10.1371/journal.pone.0256680. eCollection 2021.
Chronic Kidney Disease (CKD) is a leading public health problem, with substantial burden and economic implications for healthcare systems, mainly due to renal replacement treatment (RRT) for end-stage kidney disease (ESKD). The aim of this study is to develop a multistate predictive model to estimate the future burden of CKD in Chile, given the high and rising RRT rates, population ageing, and prevalence of comorbidities contributing to CKD.
A dynamic stock and flow model was developed to simulate CKD progression in the Chilean population aged 40 years and older, up to the year 2041, adopting the perspective of the Chilean public healthcare system. The model included six states replicating progression of CKD, which was assumed in 1-year cycles and was categorised as slow, medium or fast progression, based on the underlying conditions. We simulated two different treatment scenarios. Only direct costs of treatment were included, and a 3% per year discount rate was applied after the first year. We calibrated the model based on international evidence; the exploration of uncertainty (95% credibility intervals) was undertaken with probabilistic sensitivity analysis.
By the year 2041, there is an expected increase in cases of CKD stages 3a to ESKD, ceteris paribus, from 442,265 (95% UI 441,808-442,722) in 2021 to 735,513 (734,455-736,570) individuals. Direct costs of CKD stages 3a to ESKD would rise from 322.4M GBP (321.7-323.1) in 2021 to 1,038.6M GBP (1,035.5-1,041.8) in 2041. A reduction in the progression rates of the disease by the inclusion of SGLT2 inhibitors and pre-dialysis treatment would decrease the number of individuals worsening to stages 5 and ESKD, thus reducing the total costs of CKD by 214.6M GBP in 2041 to 824.0M GBP (822.7-825.3).
This model can be a useful tool for healthcare planning, with development of preventive or treatment plans to reduce and delay the progression of the disease and thus the anticipated increase in the healthcare costs of CKD.
慢性肾脏病(CKD)是一个主要的公共卫生问题,给医疗保健系统带来了巨大的负担和经济影响,主要是因为终末期肾病(ESKD)的肾脏替代治疗(RRT)。本研究旨在开发一个多状态预测模型,以估算智利 CKD 的未来负担,鉴于 RRT 率高且不断上升、人口老龄化以及导致 CKD 的合并症患病率,这种负担会增加。
采用智利公共医疗保健系统的观点,建立了一个动态存量和流量模型,以模拟智利 40 岁及以上人群的 CKD 进展,直至 2041 年。该模型包括六个复制 CKD 进展的状态,每年进行一次模拟,并根据潜在条件将其归类为缓慢、中等或快速进展。我们模拟了两种不同的治疗方案。仅包括治疗的直接成本,并在第一年之后按每年 3%的贴现率进行贴现。我们根据国际证据对模型进行了校准;通过概率敏感性分析对不确定性(95%置信区间)进行了探索。
在 2041 年,预计 CKD 3a 期至 ESKD 的病例数将增加,在其他条件相同的情况下,从 2021 年的 442,265(95%置信区间 441,808-442,722)增加到 735,513(734,455-736,570)。2021 年 CKD 3a 期至 ESKD 的直接成本将从 322.4 亿英镑(321.7-323.1)增加到 2041 年的 1038.6 亿英镑(1035.5-1,041.8)。如果包括 SGLT2 抑制剂和透析前治疗来降低疾病的进展速度,将减少病情恶化到 5 期和 ESKD 的人数,从而使 2041 年 CKD 的总费用减少 214.6 亿英镑,降至 824.0 亿英镑(822.7-825.3)。
该模型可以作为医疗保健规划的有用工具,制定预防或治疗计划,以减少和延缓疾病的进展,从而降低 CKD 的医疗保健成本预期增长。