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

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)...

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Autores principales: Kleftogiannis, Dimitrios, Ho, Danliang, Liew, Jun Xian, Poon, Polly S. Y., Gan, Anna, Ng, Raymond Chee-Hui, Tan, Benita Kiat-Tee, Tay, Kiang Hiong, Lim, Swee H., Tan, Gek San, Shih, Chih Chuan, Lim, Tony Kiat-Hon, Lee, Ann Siew-Gek, Tan, Iain Beehuat, Yap, Yoon-Sim, Ng, Sarah B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7544894/
https://www.ncbi.nlm.nih.gov/pubmed/33033274
http://dx.doi.org/10.1038/s41598-020-72818-6
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author Kleftogiannis, Dimitrios
Ho, Danliang
Liew, Jun Xian
Poon, Polly S. Y.
Gan, Anna
Ng, Raymond Chee-Hui
Tan, Benita Kiat-Tee
Tay, Kiang Hiong
Lim, Swee H.
Tan, Gek San
Shih, Chih Chuan
Lim, Tony Kiat-Hon
Lee, Ann Siew-Gek
Tan, Iain Beehuat
Yap, Yoon-Sim
Ng, Sarah B.
author_facet Kleftogiannis, Dimitrios
Ho, Danliang
Liew, Jun Xian
Poon, Polly S. Y.
Gan, Anna
Ng, Raymond Chee-Hui
Tan, Benita Kiat-Tee
Tay, Kiang Hiong
Lim, Swee H.
Tan, Gek San
Shih, Chih Chuan
Lim, Tony Kiat-Hon
Lee, Ann Siew-Gek
Tan, Iain Beehuat
Yap, Yoon-Sim
Ng, Sarah B.
author_sort Kleftogiannis, Dimitrios
collection PubMed
description 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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spelling pubmed-75448942020-10-14 Detection of genomic alterations in breast cancer with circulating tumour DNA sequencing Kleftogiannis, Dimitrios Ho, Danliang Liew, Jun Xian Poon, Polly S. Y. Gan, Anna Ng, Raymond Chee-Hui Tan, Benita Kiat-Tee Tay, Kiang Hiong Lim, Swee H. Tan, Gek San Shih, Chih Chuan Lim, Tony Kiat-Hon Lee, Ann Siew-Gek Tan, Iain Beehuat Yap, Yoon-Sim Ng, Sarah B. Sci Rep Article 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. Nature Publishing Group UK 2020-10-08 /pmc/articles/PMC7544894/ /pubmed/33033274 http://dx.doi.org/10.1038/s41598-020-72818-6 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Kleftogiannis, Dimitrios
Ho, Danliang
Liew, Jun Xian
Poon, Polly S. Y.
Gan, Anna
Ng, Raymond Chee-Hui
Tan, Benita Kiat-Tee
Tay, Kiang Hiong
Lim, Swee H.
Tan, Gek San
Shih, Chih Chuan
Lim, Tony Kiat-Hon
Lee, Ann Siew-Gek
Tan, Iain Beehuat
Yap, Yoon-Sim
Ng, Sarah B.
Detection of genomic alterations in breast cancer with circulating tumour DNA sequencing
title Detection of genomic alterations in breast cancer with circulating tumour DNA sequencing
title_full Detection of genomic alterations in breast cancer with circulating tumour DNA sequencing
title_fullStr Detection of genomic alterations in breast cancer with circulating tumour DNA sequencing
title_full_unstemmed Detection of genomic alterations in breast cancer with circulating tumour DNA sequencing
title_short Detection of genomic alterations in breast cancer with circulating tumour DNA sequencing
title_sort detection of genomic alterations in breast cancer with circulating tumour dna sequencing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7544894/
https://www.ncbi.nlm.nih.gov/pubmed/33033274
http://dx.doi.org/10.1038/s41598-020-72818-6
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