Division of Biostatistics and Bioinformatics, Department of Family and Preventive Medicine, University of California, San Diego, La Jolla, CA, USA.
J Acquir Immune Defic Syndr. 2010 Feb;53(2):194-201. doi: 10.1097/QAI.0b013e3181ba37a7.
Pooling strategies have been used to reduce the costs of polymerase chain reaction-based screening for acute HIV infection in populations in which the prevalence of acute infection is low (less than 1%). Only limited research has been done for conditions in which the prevalence of screening positivity is higher (greater than 1%).
We present data on a variety of pooling strategies that incorporate the use of polymerase chain reaction-based quantitative measures to monitor for virologic failure among HIV-infected patients receiving antiretroviral therapy. For a prevalence of virologic failure between 1% and 25%, we demonstrate relative efficiency and accuracy of various strategies. These results could be used to choose the best strategy based on the requirements of individual laboratory and clinical settings such as required turnaround time of results and availability of resources.
Virologic monitoring during antiretroviral therapy is not currently being performed in many resource-constrained settings largely because of costs. The presented pooling strategies may be used to significantly reduce the cost compared with individual testing, make such monitoring feasible, and limit the development and transmission of HIV drug resistance in resource-constrained settings. They may also be used to design efficient pooling strategies for other settings with quantitative screening measures.
在急性感染率较低(低于 1%)的人群中,聚合酶链反应(PCR)为基础的急性 HIV 感染筛查成本可以通过汇集策略降低。仅对急性感染筛查阳性率较高(大于 1%)的情况进行了有限的研究。
我们提供了各种汇集策略的数据,这些策略包括使用基于 PCR 的定量测量来监测接受抗逆转录病毒治疗的 HIV 感染患者的病毒学失败情况。对于病毒学失败率在 1%至 25%之间的情况,我们展示了各种策略的相对效率和准确性。这些结果可用于根据单个实验室和临床环境的要求(例如结果的周转时间和资源的可用性)选择最佳策略。
在资源有限的环境中,由于成本原因,目前并未进行抗逆转录病毒治疗期间的病毒学监测。所提出的汇集策略可显著降低与个体检测相比的成本,使这种监测成为可能,并限制资源有限环境中 HIV 耐药性的发展和传播。它们还可以用于设计具有定量筛查措施的其他环境的高效汇集策略。