Genome Institute of Singapore (GIS), Agency for Science, Technology and Research (A*STAR), Singapore, 138672, Singapore.
Division of Medical Oncology, National Cancer Centre Singapore (NCCS), Singapore, 169610, Singapore.
Sci Rep. 2020 Oct 8;10(1):16774. doi: 10.1038/s41598-020-72818-6.
Analysis of circulating cell-free DNA (cfDNA) has opened new opportunities for characterizing tumour mutational landscapes with many applications in genomic-driven oncology. We developed a customized targeted cfDNA sequencing approach for breast cancer (BC) using unique molecular identifiers (UMIs) for error correction. Our assay, spanning a 284.5 kb target region, is combined with a novel freely-licensed bioinformatics pipeline that provides detection of low-frequency variants, and reliable identification of copy number variations (CNVs) directly from plasma DNA. We first evaluated our pipeline on reference samples. Then in a cohort of 35 BC patients our approach detected actionable driver and clonal variants at low variant frequency levels in cfDNA that were concordant (77%) with sequencing of primary and/or metastatic solid tumour sites. We also detected ERRB2 gene CNVs used for HER2 subtype classification with 80% precision compared to immunohistochemistry. Further, we evaluated fragmentation profiles of cfDNA in BC and observed distinct differences compared to data from healthy individuals. Our results show that the developed assay addresses the majority of tumour associated aberrations directly from plasma DNA, and thus may be used to elucidate genomic alterations in liquid biopsy studies.
循环无细胞 DNA(cfDNA)的分析为肿瘤突变景观的特征开辟了新的机会,在基因组驱动的肿瘤学中有许多应用。我们使用独特的分子标识符(UMIs)开发了一种用于乳腺癌(BC)的定制靶向 cfDNA 测序方法,用于错误纠正。我们的检测方法覆盖了 284.5 kb 的目标区域,并结合了一种新的免费许可的生物信息学管道,该管道可提供低频变体的检测,并可直接从血浆 DNA 中可靠地鉴定拷贝数变异(CNVs)。我们首先在参考样本上评估了我们的管道。然后,在 35 名 BC 患者的队列中,我们的方法在 cfDNA 中以低变异频率水平检测到了可操作的驱动和克隆变体,与原发性和/或转移性实体瘤部位的测序结果一致(77%)。我们还检测了用于 HER2 亚型分类的 ERRB2 基因 CNVs,与免疫组织化学相比,其准确率为 80%。此外,我们评估了 BC 中 cfDNA 的片段化谱,并与来自健康个体的数据进行了比较,观察到了明显的差异。我们的结果表明,开发的检测方法可以直接从血浆 DNA 中解决大多数与肿瘤相关的异常,因此可用于阐明液体活检研究中的基因组改变。