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重新审视肺结核的自然史:自然恢复率和死亡率的贝叶斯估计。

Revisiting the Natural History of Pulmonary Tuberculosis: A Bayesian Estimation of Natural Recovery and Mortality Rates.

机构信息

School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.

School of Mathematics and Statistics, University of Melbourne, Melbourne, Victoria, Australia.

出版信息

Clin Infect Dis. 2021 Jul 1;73(1):e88-e96. doi: 10.1093/cid/ciaa602.

Abstract

BACKGROUND

Tuberculosis (TB) natural history remains poorly characterized, and new investigations are impossible as it would be unethical to follow up TB patients without treatment.

METHODS

We considered the reports identified in a previous systematic review of studies from the prechemotherapy era, and extracted detailed data on mortality over time. We used a Bayesian framework to estimate the rates of TB-induced mortality and self-cure. A hierarchical model was employed to allow estimates to vary by cohort. Inference was performed separately for smear-positive TB (SP-TB) and smear-negative TB (SN-TB).

RESULTS

We included 41 cohorts of SP-TB patients and 19 cohorts of pulmonary SN-TB patients in the analysis. The median estimates of the TB-specific mortality rates were 0.389 year-1 (95% credible interval [CrI], .335-.449) and 0.025 year-1 (95% CrI, .017-.035) for SP-TB and SN-TB patients, respectively. The estimates for self-recovery rates were 0.231 year-1 (95% CrI, .177-.288) and 0.130 year-1 (95% CrI, .073-.209) for SP-TB and SN-TB patients, respectively. These rates correspond to average durations of untreated TB of 1.57 years (95% CrI, 1.37-1.81) and 5.35 years (95% CrI, 3.42-8.23) for SP-TB and SN-TB, respectively, when assuming a non-TB-related mortality rate of 0.014 year-1 (ie, a 70-year life expectancy).

CONCLUSIONS

TB-specific mortality rates are around 15 times higher for SP-TB than for SN-TB patients. This difference was underestimated dramatically in previous TB modeling studies, raising concerns about the accuracy of the associated predictions. Despite being less infectious, SN-TB may be responsible for equivalent numbers of secondary infections as SP-TB due to its much longer duration.

摘要

背景

结核病(TB)自然史仍未得到充分描述,由于对未经治疗的 TB 患者进行随访在伦理上是不可行的,因此新的研究也无法开展。

方法

我们考虑了之前一项化疗前时代研究系统性综述中确定的报告,并提取了随时间推移的死亡率的详细数据。我们使用贝叶斯框架来估计由 TB 引起的死亡率和自愈率。采用分层模型允许根据队列来估计变化。分别对涂片阳性 TB(SP-TB)和涂片阴性 TB(SN-TB)进行推断。

结果

我们纳入了 41 项 SP-TB 患者队列和 19 项肺 SN-TB 患者队列进行分析。SP-TB 和 SN-TB 患者的 TB 特异性死亡率中位数估计值分别为 0.389 年-1(95%可信区间[CrI],0.335-0.449)和 0.025 年-1(95% CrI,0.017-0.035)。自我恢复率的估计值分别为 0.231 年-1(95% CrI,0.177-0.288)和 0.130 年-1(95% CrI,0.073-0.209)。当假设非 TB 相关死亡率为 0.014 年-1(即 70 岁预期寿命)时,这些速率对应于未经治疗的 TB 的平均持续时间分别为 1.57 年(95% CrI,1.37-1.81)和 5.35 年(95% CrI,3.42-8.23)。SP-TB 和 SN-TB。

结论

SP-TB 患者的 TB 特异性死亡率比 SN-TB 患者高约 15 倍。这一差异在之前的 TB 建模研究中被严重低估,引发了对相关预测准确性的担忧。尽管传染性较低,但由于 SN-TB 的持续时间要长得多,它可能导致与 SP-TB 相同数量的继发感染。

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