Identification of a circulating long non-coding RNA signature panel in plasma as a novel biomarker for the detection of acute/early-stage HIV-1 infection.

IF 9.5 2区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL
Santanu Biswas, Namrata Nagarajan, Indira Hewlett, Krishnakumar Devadas
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引用次数: 0

Abstract

Background: Individuals with acute / early HIV-1 infection are often unaware that they are infected with HIV-1 and may be involved in high-risk behavior leading to transmission of HIV-1. Identifying individuals with acute / early HIV-1 infection is critical to prevent further HIV-1 transmission, as diagnosis can lead to several effective HIV-1 prevention strategies. Identification of disease-stage specific non-viral host biomarkers would be useful as surrogate markers to accurately identify new HIV-1 infections. The goal of this study was to identify a panel of host derived plasma long non-coding RNAs (lncRNAs) that could serve as prognostic and predictive biomarkers to detect early/acute HIV-1 infection.

Methods: A total of 84 lncRNAs were analyzed in sixteen plasma samples from HIV-1 infected individuals and four healthy controls using the lncRNA PCR-array. Twenty-one lncRNAs were selected and validated in 80 plasma samples from HIV-1 infected individuals [HIV-1 infected patients in the eclipse stage (n = 20), acute stage (n = 20), post-seroconversion p31 negative stage (n = 20), and post-seroconversion p31 positive stage (n = 20) of infection] and 20 healthy controls. The validation study results were used to develop a plasma lncRNA panel that was evaluated in the panel test phase to detect early/acute HIV-1 infection in 52 independent samples.

Results: We identified a lncRNA panel (Pmodel-I) containing eight lncRNAs (DISC2, H19, IPW, KRASP1, NEAT1, PRINS, WT1-AS and ZFAS1) that could distinguish HIV-1 infection from healthy controls with high AUC 0·990 (95% CI 0.972-1.000), sensitivity (98.75%), and specificity (95%). We also found that Pmodel-II and Pmodel-III demonstrates 100% sensitivity and specificity (AUC 1·00; 95%CI:1·00-1·00) and could distinguish eclipse stage and acute stage of HIV-1 infection from healthy controls respectively. Antiretroviral treatment (ART) cumulatively restored the levels of lncRNAs to healthy controls levels.

Conclusion: lncRNA expression changes significantly in response to HIV-1 infection. Our findings also highlight the potential of using circulating lncRNAs to detect both the eclipse and acute stages of HIV-1 infection, which may help to shorten the window period and facilitate early detection and treatment initiation. Initiating ART treatment at this stage would significantly reduce HIV-1 transmission. The differentially expressed lncRNAs identified in this study could serve as potential prognostic and diagnostic biomarkers of HIV-1 infection, as well as new therapeutic targets.

确定血浆中的循环长非编码 RNA 特征面板为检测急性/早期 HIV-1 感染的新型生物标记物。
背景:急性/早期 HIV-1 感染者往往不知道自己感染了 HIV-1,并可能参与导致 HIV-1 传播的高危行为。鉴别出急性/早期 HIV-1 感染者对于防止 HIV-1 进一步传播至关重要,因为诊断可促成多种有效的 HIV-1 预防策略。鉴定疾病阶段特异性非病毒宿主生物标志物将有助于作为替代标志物准确鉴定新的 HIV-1 感染。本研究的目的是鉴定一组宿主衍生的血浆长非编码 RNA(lncRNA),作为检测早期/急性 HIV-1 感染的预后和预测性生物标志物:方法: 使用 lncRNA PCR 阵列分析了 16 份 HIV-1 感染者和 4 份健康对照者血浆样本中的 84 个 lncRNA。在80份HIV-1感染者血浆样本[日蚀期(n = 20)、急性期(n = 20)、血清转换后p31阴性期(n = 20)和血清转换后p31阳性期(n = 20)的HIV-1感染者]和20份健康对照中选择并验证了21个lncRNA。验证研究结果被用于开发血浆 lncRNA 面板,在面板测试阶段对其进行了评估,以检测 52 份独立样本中的早期/急性 HIV-1 感染:结果:我们发现了一个包含8个lncRNA(DISC2、H19、IPW、KRASP1、NEAT1、PRINS、WT1-AS和ZFAS1)的lncRNA面板(Pmodel-I),该面板可以将HIV-1感染与健康对照区分开来,具有较高的AUC 0-990(95% CI 0.972-1.000)、灵敏度(98.75%)和特异性(95%)。我们还发现,Pmodel-II 和 Pmodel-III 的灵敏度和特异性(AUC 1-00;95%CI:1-00-1-00)均为 100%,可分别将日蚀期和急性期的 HIV-1 感染者与健康对照者区分开来。抗逆转录病毒治疗(ART)可使lncRNA的水平累积恢复到健康对照组的水平。我们的研究结果还凸显了利用循环lncRNA检测HIV-1感染的日蚀期和急性期的潜力,这可能有助于缩短窗口期,促进早期检测和治疗的启动。在这一阶段启动抗逆转录病毒疗法将大大减少HIV-1的传播。本研究发现的差异表达的 lncRNA 可作为 HIV-1 感染的潜在预后和诊断生物标志物,也可作为新的治疗靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Biomarker Research
Biomarker Research Biochemistry, Genetics and Molecular Biology-Molecular Medicine
CiteScore
15.80
自引率
1.80%
发文量
80
审稿时长
10 weeks
期刊介绍: Biomarker Research, an open-access, peer-reviewed journal, covers all aspects of biomarker investigation. It seeks to publish original discoveries, novel concepts, commentaries, and reviews across various biomedical disciplines. The field of biomarker research has progressed significantly with the rise of personalized medicine and individual health. Biomarkers play a crucial role in drug discovery and development, as well as in disease diagnosis, treatment, prognosis, and prevention, particularly in the genome era.
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