Group Testing for Severe Acute Respiratory Syndrome-Coronavirus 2 to Enable Rapid Scale-up of Testing and Real-Time Surveillance of Incidence

被引:34
作者
Pilcher, Christopher D. [1 ]
Westreich, Daniel [2 ]
Hudgens, Michael G. [3 ]
机构
[1] Univ Calif San Francisco, Dept Med, San Francisco, CA 94110 USA
[2] Univ North Carolina, Dept Epidemiol, Chapel Hill, NC 27515 USA
[3] Univ North Carolina, Dept Biostat, Chapel Hill, NC 27515 USA
基金
美国国家卫生研究院;
关键词
SARS-CoV-2; COVID-19; group testing; pooled testing; diagnostic testing; screening; surveillance;
D O I
10.1093/infdis/jiaa378
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
071005 [微生物学]; 100108 [医学免疫学];
摘要
High-throughput molecular testing for severe acute respiratory syndrome-coronavirus 2 (SARS-CoV-2) may be enabled by group testing in which pools of specimens are screened, and individual specimens tested only after a pool tests positive. Several laboratories have recently published examples of pooling strategies applied to SARS-CoV-2 specimens, but overall guidance on efficient pooling strategies is lacking. Therefore we developed a model of the efficiency and accuracy of specimen pooling algorithms based on available data on SAR-CoV-2 viral dynamics. For a fixed number of tests, we estimate that programs using group testing could screen 2-20 times as many specimens compared with individual testing, increase the total number of true positive infections identified, and improve the positive predictive value of results. We compare outcomes that may be expected in different testing situations and provide general recommendations for group testing implementation. A free, publicly-available Web calculator is provided to help inform laboratory decisions on SARS-CoV-2 pooling algorithms.
引用
收藏
页码:903 / 909
页数:7
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