首页> 外文期刊>BMC Infectious Diseases >Using country of origin to inform targeted tuberculosis screening in asylum seekers: a modelling study of screening data in a German federal state, 2002–2015
【24h】

Using country of origin to inform targeted tuberculosis screening in asylum seekers: a modelling study of screening data in a German federal state, 2002–2015

机译:使用原产国在寻求庇护者中通知有针对性的结核病筛查:2002 - 2015年德国联邦国家筛选数据的建模研究

获取原文
           

摘要

Screening programmes for tuberculosis (TB) among immigrants rarely consider the heterogeneity of risk related to migrants' country of origin. We assess the performance of a large screening programme in asylum seekers by analysing (i) the difference in yield and numbers needed to screen (NNS) by country and WHO-reported TB burden, (ii) the possible impact of screening thresholds on sensitivity, and (iii) the value of WHO-estimated TB burden to improve the prediction accuracy of screening yield. We combined individual data of 119,037 asylum seekers screened for TB in Germany (2002-2015) with TB estimates of the World Health Organization (WHO) (1990-2014) for their 81 countries of origin. Adjusted rate ratios (aRR) and 95% credible intervals (CrI) of the observed yield of screening were calculated in Bayesian Poisson regression models by categories of WHO-estimated TB incidence. We assessed changes in sensitivity depending on screening thresholds, used WHO TB estimates as prior information to predict TB in asylum seekers, and modelled country-specific probabilities of numbers needed to screen (NNS) conditional on different screening thresholds. The overall yield was 82 per 100,000 and the annual yield ranged from 44.1 to 279.7 per 100,000. Country-specific yields ranged from 10 (95%- CrI: 1-47) to 683 (95%-CrI: 306-1336) per 100,000 in Iraqi and Somali asylum seekers, respectively. The observed yield was higher in asylum seekers from countries with a WHO-estimated TB incidence ?50 relative to those from countries ≤50 per 100,000 (aRR: 4.17, 95%-CrI: 2.86-6.59). Introducing a threshold in the range of a WHO-estimated TB incidence of 50 and 100 per 100,000 resulted in the lowest "loss" in sensitivity. WHO's TB prevalence estimates improved prediction accuracy for eight of the 11 countries, and allowed modelling country-specific probabilities of NNS. WHO's TB data can inform the estimation of screening yield and thus be used to improve screening efficiency in asylum seekers. This may help to develop more targeted screening strategies by reducing uncertainty in estimates of expected country-specific yield, and identify thresholds with lowest loss in sensitivity. Further modelling studies are needed which combine clinical, diagnostic and country-specific parameters.
机译:移民中结核病(TB)的筛查计划很少考虑与移民原产国相关的风险的异质性。我们通过分析(i)通过国家(NN)所需的产量和数量差异和谁报告的TB负担所需的差异和数量,(ii)筛查阈值对敏感性的可能影响,评估庇护人员的大型筛选计划的表现(iii)世卫组织估计的TB负担的价值,以提高筛选产量的预测准确性。我们将119,037名寻求庇护者的个别数据组合在德国(2002-2015)(2002-2015)中筛选的TB,世界卫生组织(世卫组织)(1990-2014)为81个原产国的TB估计。通过WHO估计的TB发病率的类别计算贝叶斯泊松回归模型计算了所观察到的筛选产量的调整率比(ARR)和95%可信间隔(CRI)。我们评估了根据筛选阈值的敏感性的变化,使用了TB估计作为先前信息,以预测寻求庇护者中的TB,以及在不同筛选阈值上进行屏蔽(NNS)条件所需的数量的特定国家的特定概率。总收益率为每10万百万%,年收益率从44.1到279.7左右。在伊拉克和索马里庇护人员分别为每10万(95% - CRI:1-47)到683(95%-CRI:306-1336)的国家特异性收益率。来自估计结核病发病率的国家的庇护者庇护者的饲料率较高了,相对于来自各国的国家≤50百万的国家(ARR:4.17,95%-Cri:2.86-6.59)。在每10万人估计的50和100的世卫组织估计结核病入射范围内引入阈值导致灵敏度最低“损失”。谁的TB流行率估计11个国家中八个的预测准确性,并允许建模NNS的特定国家特定概率。世卫组织的TB数据可以通知筛选产量的估计,因此用于提高寻求庇护者的筛选效率。这可能有助于通过减少预期国家特异性产量的估计不确定性,并确定具有最低敏感性损失的阈值的不确定性。需要进一步建模研究,其结合临床,诊断和国家特异性参数。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号