Pelaia Tiana M, Kim Karan, Lima Nicole, Gibbs Claire, Smith Lee M, Teoh Sally, Wang Ya, Denver Colin, Mokany Elisa, Todd Alison, Orde Sam, Tang Benjamin, McLean Anthony, Shojaei Maryam
Department of Intensive Care Medicine, Nepean Hospital, Penrith, NSW, Australia.
Centre for Immunology and Allergy Research, The Westmead Institute for Medical Research, The University of Sydney, Westmead, NSW, Australia.
Sci Rep. 2025 Jul 1;15(1):21481. doi: 10.1038/s41598-025-04688-9.
Host gene expression is crucial for understanding disease progression and developing diagnostic biomarkers. Previously, we identified a novel immune biomarker IFI27, validated with routine RT-qPCR methods employed in a research setting, that discriminates between influenza and bacteria in patients with suspected respiratory infection. This study aimed to assess the InSignia method, which employs a novel gene normalization technique to yield a variable transcript analysis (VITA) index. The VITA index measures gene expression relative to a non-transcribed region of DNA, such that it is independent of sample quality or quantity. We compared IFI27 gene expression measured by the InSignia assay to that of the research assay in blood samples collected from patients with respiratory diseases and SARS-CoV-2 vaccinated individuals. The study found a strong correlation and acceptable agreement between traditional ΔCq methods and InSignia for IFI27 levels in the higher range (log(ΔCq) > 1), but not for IFI27 expression levels below this range, likely due to the different normalization strategies. Notably the InSignia assay was more sensitive in detecting viral infection among hospital patients. These findings suggest that the InSignia assay, which supports high throughput workflows, may be used for the rapid detection of viral infection in patients with respiratory symptoms.
宿主基因表达对于理解疾病进展和开发诊断生物标志物至关重要。此前,我们鉴定出一种新型免疫生物标志物IFI27,它在研究环境中采用常规逆转录定量聚合酶链反应(RT-qPCR)方法进行了验证,可区分疑似呼吸道感染患者的流感和细菌感染。本研究旨在评估InSignia方法,该方法采用一种新型基因归一化技术来生成可变转录本分析(VITA)指数。VITA指数测量相对于DNA非转录区域的基因表达,因此它与样本质量或数量无关。我们将InSignia检测法测得的IFI27基因表达与从呼吸道疾病患者和接种了严重急性呼吸综合征冠状病毒2(SARS-CoV-2)的个体采集的血样中的研究检测法测得的结果进行了比较。研究发现,对于较高范围(log(ΔCq) > 1)的IFI27水平,传统的ΔCq方法与InSignia之间存在强相关性和可接受的一致性,但对于该范围以下的IFI27表达水平则不然,这可能是由于归一化策略不同。值得注意的是,InSignia检测法在检测住院患者的病毒感染方面更敏感。这些发现表明,支持高通量工作流程的InSignia检测法可用于快速检测有呼吸道症状患者的病毒感染。