Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium.
J Eval Clin Pract. 2010 Jun;16(3):499-508. doi: 10.1111/j.1365-2753.2009.01150.x. Epub 2010 Jan 14.
Clinicians often think treatment thresholds should be adapted to the setting. We intended to explore the effect in terms of harm because of false negatives and true and false positives of the application of a treatment threshold for pulmonary tuberculosis from a patient's perspective at different prevalence levels in a developing country.
In a cohort of 300 patients with chronic cough, we estimated the prevalence of pulmonary tuberculosis, and the sensitivity and specificity of key predictors with latent class analysis (LCA). We computed the post-test probability of individual patients based on these data. With disease- and treatment-related mortality and morbidity, and without cost or regret, we calculated the break-even point of disease probability where treating versus not treating resulted in similar total harm from the patient's perspective. We estimated the total harm of applying this threshold to the cohort, and to hypothetical settings with different disease prevalence.
The threshold was computed at 0.026, suggesting treatment for all patients of the cohort. Hypothetically lowering the prevalence showed that the lowest total harm in the cohort always coincides with this threshold, but that numbers of treated patients drop considerably.
For pulmonary tuberculosis a decision threshold solely based on utilities without cost or regret leads to a very low threshold. The lowest total harm is found always at this disease probability, irrespective of the distribution of the patients. Although these findings might suggest an excess prescription at reference level, this is not the case in settings with lower prevalence.
临床医生通常认为治疗阈值应根据具体情况进行调整。我们旨在从发展中国家患者的角度探讨由于假阴性和真阳性和假阳性对肺结核治疗阈值的应用所造成的危害。
在 300 名慢性咳嗽患者的队列中,我们通过潜在类别分析(LCA)估计了肺结核的患病率,以及关键预测指标的敏感性和特异性。我们根据这些数据计算了每位患者的后验概率。不考虑成本或遗憾,我们计算了疾病概率的平衡点,即治疗与不治疗对患者总危害相似的点。我们估计了将该阈值应用于队列以及不同疾病患病率的假设情况下的总危害。
阈值计算为 0.026,提示对队列中的所有患者进行治疗。假设降低患病率表明,队列中总危害最低的情况总是与该阈值相符,但治疗患者的数量大幅下降。
对于肺结核,基于效用且不考虑成本或遗憾的决策阈值会导致非常低的阈值。无论患者分布如何,最低的总危害总是在这个疾病概率下出现。尽管这些发现可能表明在参考水平上存在过度处方的情况,但在患病率较低的情况下并非如此。