Shohdy Kyrillus S, Bareja Rohan, Sigouros Michael, Wilkes David C, Dorsaint Princesca, Manohar Jyothi, Bockelman Daniel, Xiang Jenny Z, Kim Rob, Ohara Kentaro, Eng Kenneth, Mosquera Juan Miguel, Elemento Olivier, Sboner Andrea, Alonso Alicia, Faltas Bishoy M
Department of Medicine, Division of Hematology and Medical Oncology, Weill Cornell Medicine, New York, NY, USA.
Department of Clinical Oncology, Kasr Alainy School of Medicine, Cairo University, Cairo, Egypt.
NPJ Genom Med. 2021 Aug 12;6(1):66. doi: 10.1038/s41525-021-00231-7.
The availability of fresh frozen (FF) tissue is a barrier for implementing RNA sequencing (RNA-seq) in the clinic. The majority of clinical samples are stored as formalin-fixed, paraffin-embedded (FFPE) tissues. Exome capture platforms have been developed for RNA-seq from FFPE samples. However, these methods have not been systematically compared. We performed transcriptomic analysis of 32 FFPE tumor samples from 11 patients using three exome capture-based methods: Agilent SureSelect V6, TWIST NGS Exome, and IDT XGen Exome Research Panel. We compared these methods to the TruSeq RNA-seq of fresh frozen (FF-TruSeq) tumor samples from the same patients. We assessed the recovery of clinically relevant biological features. The Spearman's correlation coefficients between the global expression profiles of the three capture-based methods from FFPE and matched FF-TruSeq were high (rho = 0.72-0.9, p < 0.05). A significant correlation between the expression of key immune genes between individual capture-based methods and FF-TruSeq (rho = 0.76-0.88, p < 0.05) was observed. All exome capture-based methods reliably detected outlier expression of actionable gene transcripts, including ERBB2, MET, NTRK1, and PPARG. In urothelial cancer samples, the Agilent assay was associated with the highest molecular subtype concordance with FF-TruSeq (Cohen's k = 0.7, p < 0.01). The Agilent and IDT assays detected all the clinically relevant fusions that were initially identified in FF-TruSeq. All FFPE exome capture-based methods had comparable performance and concordance with FF-TruSeq. Our findings will enable the implementation of RNA-seq in the clinic to guide precision oncology approaches.
新鲜冷冻(FF)组织的可获取性是在临床中实施RNA测序(RNA-seq)的一个障碍。大多数临床样本是以福尔马林固定、石蜡包埋(FFPE)组织的形式储存的。已经开发了用于从FFPE样本进行RNA-seq的外显子捕获平台。然而,这些方法尚未得到系统比较。我们使用三种基于外显子捕获的方法:安捷伦SureSelect V6、TWIST NGS外显子组和IDT XGen外显子组研究面板,对来自11名患者的32个FFPE肿瘤样本进行了转录组分析。我们将这些方法与来自同一患者的新鲜冷冻(FF-TruSeq)肿瘤样本的TruSeq RNA-seq进行了比较。我们评估了临床相关生物学特征的恢复情况。来自FFPE的三种基于捕获的方法与匹配的FF-TruSeq的全局表达谱之间的斯皮尔曼相关系数很高(rho = 0.72 - 0.9,p < 0.05)。观察到基于个体捕获的方法与FF-TruSeq之间关键免疫基因表达的显著相关性(rho = 0.76 - 0.88,p < 0.05)。所有基于外显子捕获的方法都能可靠地检测到可操作基因转录本的异常表达,包括ERBB2、MET、NTRK1和PPARG。在尿路上皮癌样本中,安捷伦检测与FF-TruSeq的分子亚型一致性最高(科恩kappa系数 = 0.7,p < 0.01)。安捷伦和IDT检测方法检测到了所有最初在FF-TruSeq中鉴定出的临床相关融合。所有基于FFPE外显子捕获的方法与FF-TruSeq具有可比的性能和一致性。我们的研究结果将使RNA-seq能够在临床中得以实施,以指导精准肿瘤学方法。