来自肿瘤异种移植小鼠模型的液体活检的全转录组分析能够对肿瘤来源的细胞外RNA进行特异性监测。

NAR Cancer Pub Date : 2022-11-28 eCollection Date: 2022-12-01 DOI:10.1093/narcan/zcac037
Vanessa Vermeirssen, Jill Deleu, Annelien Morlion, Celine Everaert, Jilke De Wilde, Jasper Anckaert, Kaat Durinck, Justine Nuytens, Muhammad Rishfi, Frank Speleman, Hanne Van Droogenbroeck, Kimberly Verniers, Maria Francesca Baietti, Maarten Albersen, Eleonora Leucci, Edward Post, Myron G Best, Tom Van Maerken, Bram De Wilde, Jo Vandesompele, Anneleen Decock
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引用次数: 3

摘要

当游离DNA (cfDNA)被广泛研究时,游离循环RNA(胞外RNA, exRNA)由于其动态特性而具有改善癌症治疗反应监测和检测的潜力。然而,目前尚不清楚哪些血液亚室肿瘤来源的exrna主要存在。我们开发了一个宿主-异种移植反褶积框架exRNAxeno,它具有对人-小鼠联合参考基因组或两个物种基因组并行的定位策略,适用于人类异种移植小鼠模型液体活检的exRNA测序数据。该工具能够区分(人类)肿瘤RNA和(小鼠)宿主RNA,专门分析肿瘤来源的exRNA。我们将联合管道应用于来自30只小鼠的95个血液来源液体活检样本的总exRNA测序数据,这些样本异种移植了11种不同的肿瘤。肿瘤exRNA浓度不是由血浆血小板水平决定的,而宿主exRNA浓度随着血小板含量的增加而增加。此外,观察到单个小鼠的exRNA丰度和转录物含量存在很大差异。血浆中肿瘤基因的可检测性与肿瘤组织或细胞系中RNA的表达水平密切相关。这些发现揭示了异种移植瘤模型中肿瘤来源的exRNA生物学的新方面,并为进一步研究exRNA在癌症中的作用开辟了新的途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Whole transcriptome profiling of liquid biopsies from tumour xenografted mouse models enables specific monitoring of tumour-derived extracellular RNA.

While cell-free DNA (cfDNA) is widely being investigated, free circulating RNA (extracellular RNA, exRNA) has the potential to improve cancer therapy response monitoring and detection due to its dynamic nature. However, it remains unclear in which blood subcompartment tumour-derived exRNAs primarily reside. We developed a host-xenograft deconvolution framework, exRNAxeno, with mapping strategies to either a combined human-mouse reference genome or both species genomes in parallel, applicable to exRNA sequencing data from liquid biopsies of human xenograft mouse models. The tool enables to distinguish (human) tumoural RNA from (murine) host RNA, to specifically analyse tumour-derived exRNA. We applied the combined pipeline to total exRNA sequencing data from 95 blood-derived liquid biopsy samples from 30 mice, xenografted with 11 different tumours. Tumoural exRNA concentrations are not determined by plasma platelet levels, while host exRNA concentrations increase with platelet content. Furthermore, a large variability in exRNA abundance and transcript content across individual mice is observed. The tumoural gene detectability in plasma is largely correlated with the RNA expression levels in the tumour tissue or cell line. These findings unravel new aspects of tumour-derived exRNA biology in xenograft models and open new avenues to further investigate the role of exRNA in cancer.

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