Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Oxford, OX3 7LF, UK.
Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Oxford, OX3 7LF, UK.
J Clin Epidemiol. 2014 Oct;67(10):1131-8. doi: 10.1016/j.jclinepi.2014.05.011. Epub 2014 Jul 3.
Several countries have included medium-chain acyl-CoA dehydrogenase deficiency (MCADD) in their newborn screening programs. However, the sensitivity of the programs cannot be estimated directly as only individuals with a positive result undergo a definitive diagnostic test. We propose a framework to overcome this limitation and estimate the prevalence of disease, sensitivity of screening, and its yield relative to no screening.
A Bayesian model simultaneously combined available prevalence data on the most common mutation of MCADD (c.985A>G) in screened and nonscreened populations using the relationship between true and apparent prevalence of disease. Data originated from screening pilots in England, disease surveillance studies, and published literature. Model validity and consistency were formally checked.
True prevalence of c.985A>G homozygotes in England was 6.2 per 100,000 individuals, and the sensitivity of the screening program was 94% (95% confidence interval [CI]: 74, 100%) compared with a detection rate in nonscreened areas of 48% (95% CI: 30, 68%) by age of 5 years. Hence, the screening program detected 47% (95% CI: 30, 60%) additional cases compared with no screening.
The sensitivity of the screening program in England was high and our estimation approach could be adapted to inform other jurisdictions, rare diseases, and newborn screening programs.
多个国家已将中链酰基辅酶 A 脱氢酶缺乏症(MCADD)纳入新生儿筛查计划。然而,由于只有阳性结果的个体才会接受明确的诊断性检测,因此无法直接估计该计划的敏感性。我们提出了一种框架,以克服这一限制,并估计疾病的流行率、筛查的敏感性以及相对于不筛查的收益。
贝叶斯模型同时结合了已筛选和未筛选人群中 MCADD 最常见突变(c.985A>G)的现有流行率数据,使用疾病真实和表观流行率之间的关系。数据来源于英格兰的筛查试点、疾病监测研究和已发表的文献。正式检查了模型的有效性和一致性。
英格兰 c.985A>G 纯合子的真实流行率为每 10 万人中有 6.2 人,筛查计划的敏感性为 94%(95%置信区间[CI]:74, 100%),而未经筛查地区的检出率为 48%(95% CI:30, 68%),至 5 岁时。因此,与不筛查相比,筛查计划检测到 47%(95% CI:30, 60%)的额外病例。
英格兰筛查计划的敏感性较高,我们的估计方法可以适用于其他司法管辖区、罕见疾病和新生儿筛查计划。