Ricci Francesca, Bassi Michele, McGeough Cathy M, Jellema Gera L, Govoni Mirco
Global Clinical Development, Personalised Medicine and Biomarkers, Chiesi, Parma, Italy.
Almac Diagnostic Services, Craigavon, Northern Ireland, United Kingdom.
Front Pharmacol. 2021 Aug 19;12:704969. doi: 10.3389/fphar.2021.704969. eCollection 2021.
Assessments of airways inflammation in patients with chronic obstructive pulmonary disease (COPD) require semi-invasive procedures and specialized sample processing know-how. In this study we aimed to set up and validate a novel non-invasive processing-free method for RNA sequencing (RNAseq) of spontaneous sputum samples collected from COPD patients. Spontaneous sputum samples were collected and stabilized, with or without selection of plugs and with or without the use of a stabilizer specifically formulated for downstream diagnostic testing (PrimeStore® Molecular Transport Medium). After 8 days storage at ambient temperature RNA was isolated according to an optimized RNAzol® method. An average percentage of fragments longer than 200 nucleotides (DV) >30% and an individual yield >50 ng were required for progression of samples to sequencing. Finally, to assess if the transcriptome generated would reflect a true endotype of COPD inflammation, the outcome of single-sample gene-set enrichment analysis (ssGSEA) was validated using an independent set of processed induced sputum samples. Results: RNA extracted from spontaneous sputum using a stabilizer showed an average DV higher than 30%. 70% of the samples had a yield >50 ng and were submitted to downstream analysis. There was a straightforward correlation in terms of gene expression between samples handled with or without separation of plugs. This was also confirmed by principal component analysis and ssGSEA. The top ten enriched pathways resulting from spontaneous sputum ssGSEA were associated to features of COPD, namely, inflammation, immune responses and oxidative stress; up to 70% of these were in common within the top ten enriched pathways resulting from induced sputum ssGSEA. This analysis confirmed that the typical COPD endotype was represented within spontaneous sputum and supported the current method as a non-invasive processing-free procedure to assess the level of sputum cell inflammation in COPD patients by RNAseq analysis.
评估慢性阻塞性肺疾病(COPD)患者的气道炎症需要采用半侵入性操作以及专业的样本处理技术。在本研究中,我们旨在建立并验证一种新型的无创免处理方法,用于对从COPD患者采集的自发性痰液样本进行RNA测序(RNAseq)。采集自发性痰液样本并进行稳定处理,处理方式包括选择或不选择痰栓,以及使用或不使用专门为下游诊断测试配制的稳定剂(PrimeStore®分子转运培养基)。在室温下储存8天后,根据优化的RNAzol®方法分离RNA。样本要进入测序流程,要求平均长度超过200个核苷酸的片段百分比(DV)>30%,且单个样本产量>50 ng。最后,为了评估所生成的转录组是否能反映COPD炎症的真实内型,使用一组独立的经处理的诱导痰液样本对单样本基因集富集分析(ssGSEA)的结果进行验证。结果:使用稳定剂从自发性痰液中提取的RNA平均DV高于30%。70%的样本产量>50 ng,并进入下游分析。在处理时是否分离痰栓的样本之间,基因表达存在直接相关性。主成分分析和ssGSEA也证实了这一点。自发性痰液ssGSEA产生的十大富集通路与COPD的特征相关,即炎症、免疫反应和氧化应激;其中高达70%与诱导痰液ssGSEA产生的十大富集通路相同。该分析证实,典型的COPD内型在自发性痰液中有所体现,并支持当前这种无创免处理程序,即通过RNAseq分析评估COPD患者痰液细胞炎症水平。