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用于检测肺癌的循环游离RNA转录本的初步分析

A Pilot Analysis of Circulating cfRNA Transcripts for the Detection of Lung Cancer.

作者信息

Seneviratne Chamindi, Shetty Amol Carl, Geng Xinyan, McCracken Carrie, Cornell Jessica, Mullins Kristin, Jiang Feng, Stass Sanford

机构信息

Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD 21201, USA.

The Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD 21201, USA.

出版信息

Diagnostics (Basel). 2022 Nov 22;12(12):2897. doi: 10.3390/diagnostics12122897.

Abstract

Lung cancers are the leading cause of cancer-related deaths worldwide. Studies have shown that non-small cell lung cancer (NSCLC), which constitutes the majority of lung cancers, is significantly more responsive to early-stage interventions. However, the early stages are often asymptomatic, and current diagnostic methods are limited in their precision and safety. The cell-free RNAs (cfRNAs) circulating in plasma (liquid biopsies) offer a non-invasive detection of spatial and temporal changes occurring in primary tumors since the early stages. To address gaps in the current cfRNA knowledge base, we conducted a pilot study for the comprehensive analysis of transcriptome-wide changes in plasma cfRNA in NSCLC patients. Total cfRNA was extracted from archived plasma collected from NSCLC patients (N = 12), cancer-free former smokers (N = 12), and non-smoking healthy volunteers (N = 12). Plasma cfRNA expression levels were quantified by using a tagmentation-based library preparation and sequencing. The comparisons of cfRNA expression levels between patients and the two control groups revealed a total of 2357 differentially expressed cfRNAs enriched in 123 pathways. Of these, 251 transcripts were previously reported in primary NSCLCs. A small subset of genes (N = 5) was validated in an independent sample (N = 50) using qRT-PCR. Our study provides a framework for developing blood-based assays for the early detection of NSCLC and warrants further validation.

摘要

肺癌是全球癌症相关死亡的主要原因。研究表明,占肺癌大多数的非小细胞肺癌(NSCLC)对早期干预的反应明显更强。然而,早期通常没有症状,并且目前的诊断方法在精度和安全性方面存在局限性。血浆中循环的无细胞RNA(cfRNA,即液体活检)能够对原发性肿瘤自早期阶段起发生的时空变化进行非侵入性检测。为填补当前cfRNA知识库的空白,我们开展了一项初步研究,以全面分析NSCLC患者血浆cfRNA的全转录组变化。从NSCLC患者(N = 12)、已戒烟的无癌者(N = 12)和不吸烟的健康志愿者(N = 12)收集的存档血浆中提取总cfRNA。通过基于转座酶的文库制备和测序对血浆cfRNA表达水平进行定量。患者与两个对照组之间cfRNA表达水平的比较显示,共有2357种差异表达的cfRNA富集于123条通路。其中,251种转录本先前已在原发性NSCLC中报道。使用qRT-PCR在一个独立样本(N = 50)中对一小部分基因(N = 5)进行了验证。我们的研究为开发基于血液的NSCLC早期检测检测方法提供了框架,值得进一步验证。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a723/9776862/a12935ab98c8/diagnostics-12-02897-g001.jpg

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