Claerhout Sofie, Lehnert Stefan, Vander Borght Sara, Spans Lien, Dooms Christophe, Wauters Els, Vansteenkiste Johan, Weynand Birgit, Deraedt Karen, Bourgain Claire, Vanden Bempt Isabelle
Department of Human Genetics, University Hospitals KU Leuven, Leuven, Belgium.
Department of Human Genetics, University Hospitals KU Leuven, Leuven, Belgium; Genomics Core, KU Leuven and University Hospitals KU Leuven, Leuven, Belgium.
Lung Cancer. 2022 Apr;166:242-249. doi: 10.1016/j.lungcan.2022.02.013. Epub 2022 Mar 1.
Targeted RNA-based Next-Generation Sequencing (tRNA-seq) is increasingly being used in molecular diagnostics for gene fusion detection in non-small cell lung cancer (NSCLC). However, few data support its clinical application for the detection of single nucleotide variants (SNVs) and small insertions/deletions. In this study, we evaluated the performance of tRNA-seq using Archer FusionPlex for simultaneous detection of actionable gene fusions, splice variants, SNVs and indels in formalin-fixed, paraffin-embedded NSCLC tissue.
A total of 126 NSCLC samples, including 20 validation samples and 106 diagnostic cases, were analyzed by targeted DNA-based Next-Generation Sequencing (tDNA-seq) followed by tRNA-seq.
All 28 SNVs and indels in the validation set, and 34 out of 35 mutations in the diagnostic set were identified by tRNA-seq. The only mutation undetected by tRNA-seq, ERBB2 p.(Ser310Tyr), was not included in the current Archer panel design. tRNA-seq revealed one additional BRAF p.(Val600Glu) mutation not found by tDNA-seq. SNVs and indels were correctly called by the vendor supplied software, except for ERBB2 duplication p.(Tyr772_A775dup) which was only detected by an additional in-house developed bio-informatics pipeline. Variant allelic frequency (VAF) values were generally higher at the expression level compared to the genomic level (range 6-96% for tRNA-seq versus 6-61% for tDNA-seq) and low VAF mutations in DNA (6-8% VAF) were all confirmed by tRNA-seq. Finally, tRNA-seq additionally identified a driver fusion or splice variant in 10 diagnostic NSCLC samples including one MET exon 14 skipping variant not detected by tDNA-seq.
Our results demonstrate that tRNA-seq can be implemented in a diagnostic setting as an efficient strategy for simultaneous detection of actionable gene fusions, splice variants, SNVs and indels in NSCLC provided that adequate RNA-seq analysis tools are available, especially for the detection of indels. This approach allows upfront identification of currently recommended targetable molecular alterations in NSCLC samples.
基于靶向RNA的新一代测序(tRNA-seq)越来越多地用于非小细胞肺癌(NSCLC)基因融合检测的分子诊断中。然而,很少有数据支持其在检测单核苷酸变异(SNV)和小插入/缺失方面的临床应用。在本研究中,我们评估了使用Archer FusionPlex进行tRNA-seq在福尔马林固定、石蜡包埋的NSCLC组织中同时检测可操作基因融合、剪接变异、SNV和插入缺失的性能。
总共126例NSCLC样本,包括20例验证样本和106例诊断病例,先通过基于靶向DNA的新一代测序(tDNA-seq),然后进行tRNA-seq分析。
验证集中的所有28个SNV和插入缺失,以及诊断集中35个突变中的34个通过tRNA-seq被鉴定出来。tRNA-seq未检测到的唯一突变,即ERBB2 p.(Ser310Tyr),未包含在当前的Archer检测板设计中。tRNA-seq揭示了一个tDNA-seq未发现的额外BRAF p.(Val600Glu)突变。除了ERBB2重复p.(Tyr772_A775dup)仅通过额外开发的内部生物信息学流程检测到外,供应商提供的软件正确地识别了SNV和插入缺失。与基因组水平相比,变异等位基因频率(VAF)值在表达水平通常更高(tRNA-seq的范围为6 - 96%,而tDNA-seq为6 - 61%),并且DNA中低VAF突变(6 - 8% VAF)均通过tRNA-seq得到证实。最后,tRNA-seq在10例诊断性NSCLC样本中额外鉴定出一个驱动融合或剪接变异,包括一个tDNA-seq未检测到的MET外显子14跳跃变异。
我们的结果表明,只要有足够的RNA测序分析工具,特别是用于检测插入缺失的工具,tRNA-seq可以在诊断环境中作为一种有效的策略,用于同时检测NSCLC中可操作的基因融合、剪接变异、SNV和插入缺失。这种方法允许在NSCLC样本中预先识别当前推荐的可靶向分子改变。