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用于非侵入性人类黏膜免疫分析的粪便宿主转录组学:感染中的概念验证

Fecal Host Transcriptomics for Non-Invasive Human Mucosal Immune Profiling: Proof of Concept in Infection.

作者信息

Schlaberg Robert, Barrett Amanda, Edes Kornelia, Graves Michael, Paul Litty, Rychert Jenna, Lopansri Bert K, Leung Daniel T

机构信息

Department of Pathology, University of Utah School of Medicine, Salt Lake City, Utah.

ARUP Laboratories, Salt Lake City, Utah.

出版信息

Pathog Immun. 2018;3(2):164-180. doi: 10.20411/pai.v3i2.250. Epub 2018 Sep 12.

Abstract

BACKGROUND

Host factors play an important role in pathogenesis and disease outcome in infection (CDI), and characterization of these responses could uncover potential host biomarkers to complement existing microbe-based diagnostics.

METHODS

We extracted RNA from fecal samples of patients with CDI and profiled human mRNA using amplicon-based next-generation sequencing (NGS). We compared the fecal host mRNA transcript expression profiles of patients with CDI to controls with non-CDI diarrhea.

RESULTS

We found that the ratio of human actin gamma 1 (ACTG1) to 16S ribosomal RNA (rRNA) was highly correlated with NGS quality as measured by percentage of reads on target. Patients with CDI could be differentiated from those with non-CDI diarrhea based on their fecal mRNA expression profiles using principal component analysis. Among the most differentially expressed genes were ones related to immune response (IL23A, IL34) and actin-cytoskeleton function (TNNT1, MYL4, SMTN, MYBPC3, all adjusted -values < 1 × 10).

CONCLUSIONS

In this proof-of-concept study, we used host fecal transcriptomics for non-invasive profiling of the mucosal immune response in CDI. We identified differentially expressed genes with biological plausibility based on animal and cell culture models. This demonstrates the potential of fecal transcriptomics to uncover host-based biomarkers for enteric infections.

摘要

背景

宿主因素在艰难梭菌感染(CDI)的发病机制和疾病转归中起重要作用,对这些反应进行表征可能会发现潜在的宿主生物标志物,以补充现有的基于微生物的诊断方法。

方法

我们从CDI患者的粪便样本中提取RNA,并使用基于扩增子的下一代测序(NGS)对人类mRNA进行分析。我们将CDI患者的粪便宿主mRNA转录本表达谱与非CDI腹泻的对照进行了比较。

结果

我们发现人类肌动蛋白γ1(ACTG1)与16S核糖体RNA(rRNA)的比率与通过目标上的读数百分比测量的NGS质量高度相关。使用主成分分析,基于粪便mRNA表达谱可以将CDI患者与非CDI腹泻患者区分开来。差异表达最明显的基因中有一些与免疫反应(IL23A、IL34)和肌动蛋白细胞骨架功能(TNNT1、MYL4、SMTN、MYBPC3,所有校正P值<1×10)相关。

结论

在这项概念验证研究中,我们使用宿主粪便转录组学对CDI中的黏膜免疫反应进行非侵入性分析。我们基于动物和细胞培养模型鉴定了具有生物学合理性的差异表达基因。这证明了粪便转录组学在发现肠道感染基于宿主的生物标志物方面的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba84/6423795/90cde6fd19a1/pai-3-164-g001.jpg

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