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ViraLite:一款具备内部质量控制的超紧凑型HIV病毒载量自检系统。

ViraLite: An Ultracompact HIV Viral Load Self-Testing System with Internal Quality Control.

作者信息

Politza Anthony J, Liu Tianyi, Kshirsagar Aneesh, Dong Ming, Ahamed Ahasan, Khalid Muhammad Asad Ullah, Jones Roland, Seshu Uttara, Risher Kathryn, Pinto Casey N, Zhu Yusheng, Guan Weihua

机构信息

Department of Biomedical Engineering, Pennsylvania State University, University Park, PA, United States.

Department of Electrical Engineering, Pennsylvania State University, University Park, PA, United States.

出版信息

medRxiv. 2025 Apr 3:2025.04.01.25325036. doi: 10.1101/2025.04.01.25325036.

Abstract

The availability of effective antiretroviral therapy has made HIV manageable, provided patients have consistent access to routine viral load (VL) testing. Nonetheless, access to frequent VL testing remains limited. There is a need for accessible, user-friendly testing systems that allow people living with HIV (PLHIV) to monitor their VL more frequently and empower self-management. Here, we developed ViraLite, a sample-to-answer, compact, accessible, and battery-powered system for HIV viral load monitoring. The system is built upon a probe-based RT-LAMP assay that allows for multiplexed detection and quantification. An internal quality control targeting the RNase P was incorporated to enhance the reliability of the results. A software-reconfigurable real-time sensing system empowered by machine learning and a smartphone-guided protocol was developed in tandem to analyze the multiplexed assay. We analyzed 45 clinically archived samples using ViraLite and benchmarked our results against qRT-PCR, which showed 21 positive and 23 negative samples. Using our process control, ViraLite first identified 17 inconclusive samples that would otherwise be classified as negative. Then, ViraLite classified 14 out of 15 HIV-positive samples (93.3%) and 13 out of 13 HIV-negative samples (100%). The incorporation of RNase P as a process control increased the sensitivity of ViraLite from 66.66% to 93.33%, while maintaining a high specificity (100%). To assess the acceptance of ViraLite among PLHIV, we recruited 480 participants from online and three clinical sites to complete a survey. Over 86% of participants indicated ViraLite had benefits in convenience and privacy, on the other hand 61% of participants indicated concerns with test accuracy. The integration of compact hardware, a reliable assay, and smartphone guidance provides an accurate, easy to use system for PLHIV to self-manage their viral load and update their prescriptions frequently.

摘要

有效的抗逆转录病毒疗法使艾滋病病毒变得可控,前提是患者能够持续接受常规病毒载量(VL)检测。尽管如此,频繁进行病毒载量检测的机会仍然有限。需要有便于使用的检测系统,使艾滋病病毒感染者(PLHIV)能够更频繁地监测其病毒载量并增强自我管理能力。在此,我们开发了ViraLite,这是一种用于艾滋病病毒载量监测的从样本到结果、紧凑、便于使用且由电池供电的系统。该系统基于一种基于探针的逆转录环介导等温扩增(RT-LAMP)检测方法,可实现多重检测和定量。引入了针对核糖核酸酶P的内部质量控制,以提高结果的可靠性。同时开发了一个由机器学习赋能的软件可重新配置的实时传感系统以及一个由智能手机引导的方案,用于分析多重检测。我们使用ViraLite分析了45份临床存档样本,并将结果与定量逆转录聚合酶链反应(qRT-PCR)进行了对比,结果显示有21份阳性样本和23份阴性样本。使用我们的过程控制,ViraLite首先识别出17份无法确定的样本,否则这些样本会被归类为阴性。然后,ViraLite将15份艾滋病病毒阳性样本中的14份(93.3%)和13份艾滋病病毒阴性样本中的13份(100%)进行了正确分类。将核糖核酸酶P作为过程控制纳入,使ViraLite的灵敏度从66.66%提高到了93.33%,同时保持了高特异性(100%)。为了评估ViraLite在艾滋病病毒感染者中的接受度,我们从线上和三个临床站点招募了480名参与者来完成一项调查。超过86%的参与者表示ViraLite在便利性和隐私方面有好处,另一方面,61%的参与者对检测准确性表示担忧。紧凑的硬件、可靠的检测方法和智能手机引导的整合,为艾滋病病毒感染者提供了一个准确、易于使用的系统,以便他们自我管理病毒载量并频繁更新处方。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e769/11998842/26fd2eed8ae3/nihpp-2025.04.01.25325036v1-f0001.jpg

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