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Influence of Sampling on Clustering and Associations With Risk Factors in the Molecular Epidemiology of Tuberculosis

机译:抽样对结核分子流行病学中聚类和与危险因素的关联的影响

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摘要

Molecular epidemiologic studies may use genotypic clustering of isolates as an indicator of recent transmission. It has been shown that missing cases lead to underestimating clustering, and modelling studies suggested that they may also lead to underestimating odds ratios for clustering. Using a national, comprehensive database from the Netherlands covering 15 years between 1993 and 2007 and including over 12,000 patients and their isolates, the authors determined the effects of sampling at random, in time, and by geographic area. As expected, sampling reduced the observed clustering percentages. However, sampling did not reduce the observed odds ratios for clustering. The main explanations for this discrepancy with model outcomes were that a substantial proportion of clustered cases were found in large clusters and that risk factors for clustering tended to be—among clustered cases—also risk factors for large clusters. The authors conclude that, in settings where risk factors for clustering may be interpreted as risk factors for recent transmission, these risk factors are also associated with larger cluster sizes. As a result, odds ratios would show limited sampling bias.
机译:分子流行病学研究可能使用分离物的基因型聚类作为近期传播的指标。研究表明,缺失的案例会导致聚类的低估,而建模研究表明,它们也可能导致聚类的比值比低估。作者利用荷兰的一个覆盖1993年至2007年的15年的全国综合数据库,包括12,000多名患者及其分离株,确定了随机,及时和按地理区域抽样的效果。如预期的那样,抽样减少了观察到的聚类百分比。但是,采样并没有降低观察到的聚类优势比。与模型结果之间的差异的主要解释是,在大型集群中发现了很大比例的集群案例,并且集群的风险因素在集群案例中也往往是大型集群的风险因素。作者得出的结论是,在聚类的风险因素可能被解释为近期传播的风险因素的环境中,这些风险因素也与较大的聚类规模相关。结果,优势比将显示出有限的采样偏差。

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