Detection of genomic alterations in breast cancer with circulating tumour DNA sequencing

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作者
Dimitrios Kleftogiannis
Danliang Ho
Jun Xian Liew
Polly S. Y. Poon
Anna Gan
Raymond Chee-Hui Ng
Benita Kiat-Tee Tan
Kiang Hiong Tay
Swee H. Lim
Gek San Tan
Chih Chuan Shih
Tony Kiat-Hon Lim
Ann Siew-Gek Lee
Iain Beehuat Tan
Yoon-Sim Yap
Sarah B. Ng
机构
[1] Agency for Science,Genome Institute of Singapore (GIS)
[2] Technology and Research (A*STAR),Division of Medical Oncology
[3] National Cancer Centre Singapore (NCCS),Department of General Surgery
[4] Singapore General Hospital (SGH),Vascular and Interventional Radiology Department
[5] Singapore General Hospital (SGH),KK Breast Centre
[6] Kandang Kerbau Women’s and Children’s Hospital,Department of Anatomical Pathology and Translational Pathology Centre
[7] Singapore General Hospital (SGH),Division of Cellular and Molecular Research, Humphrey Oei Institute of Cancer Research
[8] National Cancer Centre Singapore (NCCS),Department of Physiology, Yong Loo Lin School of Medicine
[9] National University of Singapore (NUS),SingHealth Duke
[10] Duke-NUS Medical School,NUS Oncology Academic Clinical Programme (ONCO ACP)
[11] National Cancer Centre Singapore (NCCS),Division of Surgical Oncology
[12] Sengkang General Hospital,Department of General Surgery
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摘要
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.
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