Division of Animal Physiology and Immunology, School of Life Sciences Weihenstephan, Technical University of Munich, Freising, Germany.
Department of Anesthesiology, University Hospital, Ludwig-Maximilians-University Munich, Munich, Germany.
J Cell Mol Med. 2020 Oct;24(20):12054-12064. doi: 10.1111/jcmm.15837. Epub 2020 Sep 11.
Cell-free microRNAs (miRNAs) are transferred in disease state including inflammatory lung diseases and are often packed into extracellular vesicles (EVs). To assess their suitability as biomarkers for community-acquired pneumonia (CAP) and severe secondary complications such as sepsis, we studied patients with CAP (n = 30), sepsis (n = 65) and healthy volunteers (n = 47) subdivided into a training (n = 67) and a validation (n = 75) cohort. After precipitating crude EVs from sera, associated small RNA was profiled by next-generation sequencing (NGS) and evaluated in multivariate analyses. A subset of the thereby identified biomarker candidates was validated both technically and additionally by reverse transcription quantitative real-time PCR (RT-qPCR). Differential gene expression (DGE) analysis revealed 29 differentially expressed miRNAs in CAP patients when compared to volunteers, and 25 miRNAs in patients with CAP, compared to those with sepsis. Sparse partial-least discriminant analysis separated groups based on 12 miRNAs. Three miRNAs proved as a significant biomarker signature. While expression levels of miR-1246 showed significant changes with an increase in overall disease severity from volunteers to CAP and to sepsis, miR-193a-5p and miR-542-3p differentiated patients with an infectious disease (CAP or sepsis) from volunteers. Cell-free miRNAs are potentially novel biomarkers for CAP and may help to identify patients at risk for progress to sepsis, facilitating early intervention and treatment.
细胞外 microRNAs (miRNAs) 在包括炎症性肺部疾病在内的疾病状态下被转移,并且通常被包装到细胞外囊泡 (EVs) 中。为了评估它们作为社区获得性肺炎 (CAP) 和严重继发性并发症(如败血症)的生物标志物的适用性,我们研究了 CAP 患者(n=30)、败血症患者(n=65)和健康志愿者(n=47),并将他们细分为训练队列(n=67)和验证队列(n=75)。从血清中沉淀粗 EVs 后,通过下一代测序 (NGS) 对相关小 RNA 进行分析,并在多变量分析中进行评估。从鉴定出的候选生物标志物中选择了一部分,通过逆转录定量实时 PCR (RT-qPCR) 进行了技术和额外验证。差异基因表达 (DGE) 分析显示,与志愿者相比,CAP 患者中有 29 个 miRNA 表达差异,与败血症患者相比,CAP 患者中有 25 个 miRNA 表达差异。稀疏偏最小二乘判别分析基于 12 个 miRNA 将组分开。三个 miRNA 被证明是一个显著的生物标志物特征。虽然 miR-1246 的表达水平随着从志愿者到 CAP 再到败血症的总疾病严重程度的增加而显著变化,但 miR-193a-5p 和 miR-542-3p 可区分患有传染病(CAP 或败血症)的患者与志愿者。细胞外游离 miRNA 可能是 CAP 的潜在新型生物标志物,有助于识别有进展为败血症风险的患者,从而促进早期干预和治疗。