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用于肿瘤诊断中融合转录本检测的靶向RNA测序分析:福尔马林固定石蜡包埋样本中生物信息学工具可靠性评估

Targeted RNA-sequencing analysis for fusion transcripts detection in tumor diagnostics: assessment of bioinformatic tools reliability in FFPE samples.

作者信息

Capone Iolanda, Bozzi Fabio, Dagrada Gian Paolo, Verderio Paolo, Conca Elena, Busico Adele, Testi Maria Adele, Monti Valentina, Duca Matteo, Proto Claudia, Damian Silvia, Piccolo Alberta, Perrone Federica, Tamborini Elena, Devecchi Andrea, Collini Paola, Lorenzini Daniele, Vingiani Andrea, Agnelli Luca, Pruneri Giancarlo

机构信息

Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy.

Department of Applied Research and Technological Development, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy.

出版信息

Explor Target Antitumor Ther. 2022;3(5):582-597. doi: 10.37349/etat.2022.00102. Epub 2022 Oct 27.

Abstract

AIM

Diagnostic laboratories are progressively introducing next-generation sequencing (NGS) technologies in the routine workflow to meet the increasing clinical need for comprehensive molecular characterization in cancer patients for diagnosis and precision medicine, including fusion-transcripts detection. Nevertheless, the low quality of messenger RNA (mRNA) extracted from formalin-fixed paraffin-embedded (FFPE) samples may affect the transition from traditional single-gene testing approaches [like fluorescence hybridization (FISH), immunohistochemistry (IHC), or polymerase chain reaction (PCR)] to NGS. The present study is aimed at assessing the overall accuracy of RNA fusion transcripts detection by NGS analysis in FFPE samples in real-world diagnostics.

METHODS

Herein, NGS data from 190 soft tissue tumors (STTs) and carcinoma cases, discussed in the context of the institutional Molecular Tumor Board, are reported and analyzed by FusionPlex Solid tumor kit through the manufacturer's pipeline and by two well-known fast and accurate open-source tools [Arriba (ARR) and spliced transcripts alignment to reference (STAR)-fusion (SFU)].

RESULTS

The combination of FusionPlex Solid tumor with ArcherDX Analysis suite (ADx) analysis package has been proven to be sensitive and specific in STT samples, while partial loss of sensitivity has been found in carcinoma specimens.

CONCLUSIONS

Albeit ARR and SFU showed lower sensitivity, the use of additional fusion-detection tools can contribute to reinforcing or extending the output obtained by ADx, particularly in the case of low-quality input data. Overall, our results sustain the clinical use of NGS for the detection of fusion transcripts in FFPE material.

摘要

目的

诊断实验室正逐步在常规工作流程中引入下一代测序(NGS)技术,以满足癌症患者对用于诊断和精准医学的全面分子特征分析日益增长的临床需求,包括融合转录本检测。然而,从福尔马林固定石蜡包埋(FFPE)样本中提取的信使核糖核酸(mRNA)质量较低,可能会影响从传统单基因检测方法[如荧光原位杂交(FISH)、免疫组织化学(IHC)或聚合酶链反应(PCR)]向NGS的转变。本研究旨在评估在实际诊断中通过NGS分析检测FFPE样本中RNA融合转录本的总体准确性。

方法

本文报告并分析了190例软组织肿瘤(STT)和癌病例的NGS数据,这些数据是在机构分子肿瘤委员会的背景下讨论的,使用FusionPlex实体瘤试剂盒通过制造商的流程以及两个著名的快速准确的开源工具[Arriba(ARR)和剪接转录本与参考序列比对(STAR)-fusion(SFU)]进行分析。

结果

FusionPlex实体瘤与ArcherDX分析套件(ADx)分析包的组合已被证明在STT样本中具有敏感性和特异性,而在癌标本中发现敏感性部分丧失。

结论

尽管ARR和SFU显示出较低的敏感性,但使用额外的融合检测工具有助于加强或扩展ADx获得的结果,特别是在输入数据质量较低的情况下。总体而言,我们的结果支持在临床中使用NGS检测FFPE材料中的融合转录本。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7883/9630092/6fc1b3054a77/etat-03-1002102-g001.jpg

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