Scientific ReportsGenomicsPeer-reviewed journal article
Detection of genomic alterations in breast cancer with circulating tumour DNA sequencing
Dimitrios KleftogiannisiD, Danliang HoiD, Jun Xian Liew, Polly S. Y. PooniD, Anna GaniD, Raymond Chee-Hui NgiD, Benita Kiat Tee TaniD, Kiang Hiong TayiD, Swee Ho Lim, Gek San Tan, Chih Chuan Shih, Tony Kiat Hon LimiD, Ann S. G. LeeiD, Iain Beehuat TaniD, Yoon Sim YapiD, Sarah Boon Hsi NgiD
Abstract
Analysis of circulating cell-free DNA (cfDNA) data 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 freely-available bioinformatics pipelines that provide ultra-sensitive detection of single nucleotide variants (SNVs), and reliable identification of copy number variations (CNVs) directly from plasma DNA. In a cohort of 35 BC patients, our approach detected actionable driver and clonal SNVs at low (~0.5%) frequency levels in cfDNA that were concordant (83.3%) 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.
- organism: human
- assay: whole-exome sequencing
- research focus: variant calling
- approach: statistical model
- Citations
- 12
- FWCI
- 0.60
- Field percentile
- top 44%
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