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Tracing the origin of disseminated tumor cells in breast cancer using single-cell sequencing
BACKGROUND: Single-cell micro-metastases of solid tumors often occur in the bone marrow. These disseminated tumor cells (DTCs) may resist therapy and lay dormant or progress to cause overt bone and visceral metastases. The molecular nature of DTCs remains elusive, as well as when and from where in t...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5146893/ https://www.ncbi.nlm.nih.gov/pubmed/27931250 http://dx.doi.org/10.1186/s13059-016-1109-7 |
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author | Demeulemeester, Jonas Kumar, Parveen Møller, Elen K. Nord, Silje Wedge, David C. Peterson, April Mathiesen, Randi R. Fjelldal, Renathe Zamani Esteki, Masoud Theunis, Koen Fernandez Gallardo, Elia Grundstad, A. Jason Borgen, Elin Baumbusch, Lars O. Børresen-Dale, Anne-Lise White, Kevin P. Kristensen, Vessela N. Van Loo, Peter Voet, Thierry Naume, Bjørn |
author_facet | Demeulemeester, Jonas Kumar, Parveen Møller, Elen K. Nord, Silje Wedge, David C. Peterson, April Mathiesen, Randi R. Fjelldal, Renathe Zamani Esteki, Masoud Theunis, Koen Fernandez Gallardo, Elia Grundstad, A. Jason Borgen, Elin Baumbusch, Lars O. Børresen-Dale, Anne-Lise White, Kevin P. Kristensen, Vessela N. Van Loo, Peter Voet, Thierry Naume, Bjørn |
author_sort | Demeulemeester, Jonas |
collection | PubMed |
description | BACKGROUND: Single-cell micro-metastases of solid tumors often occur in the bone marrow. These disseminated tumor cells (DTCs) may resist therapy and lay dormant or progress to cause overt bone and visceral metastases. The molecular nature of DTCs remains elusive, as well as when and from where in the tumor they originate. Here, we apply single-cell sequencing to identify and trace the origin of DTCs in breast cancer. RESULTS: We sequence the genomes of 63 single cells isolated from six non-metastatic breast cancer patients. By comparing the cells’ DNA copy number aberration (CNA) landscapes with those of the primary tumors and lymph node metastasis, we establish that 53% of the single cells morphologically classified as tumor cells are DTCs disseminating from the observed tumor. The remaining cells represent either non-aberrant “normal” cells or “aberrant cells of unknown origin” that have CNA landscapes discordant from the tumor. Further analyses suggest that the prevalence of aberrant cells of unknown origin is age-dependent and that at least a subset is hematopoietic in origin. Evolutionary reconstruction analysis of bulk tumor and DTC genomes enables ordering of CNA events in molecular pseudo-time and traced the origin of the DTCs to either the main tumor clone, primary tumor subclones, or subclones in an axillary lymph node metastasis. CONCLUSIONS: Single-cell sequencing of bone marrow epithelial-like cells, in parallel with intra-tumor genetic heterogeneity profiling from bulk DNA, is a powerful approach to identify and study DTCs, yielding insight into metastatic processes. A heterogeneous population of CNA-positive cells is present in the bone marrow of non-metastatic breast cancer patients, only part of which are derived from the observed tumor lineages. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13059-016-1109-7) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5146893 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-51468932016-12-15 Tracing the origin of disseminated tumor cells in breast cancer using single-cell sequencing Demeulemeester, Jonas Kumar, Parveen Møller, Elen K. Nord, Silje Wedge, David C. Peterson, April Mathiesen, Randi R. Fjelldal, Renathe Zamani Esteki, Masoud Theunis, Koen Fernandez Gallardo, Elia Grundstad, A. Jason Borgen, Elin Baumbusch, Lars O. Børresen-Dale, Anne-Lise White, Kevin P. Kristensen, Vessela N. Van Loo, Peter Voet, Thierry Naume, Bjørn Genome Biol Research BACKGROUND: Single-cell micro-metastases of solid tumors often occur in the bone marrow. These disseminated tumor cells (DTCs) may resist therapy and lay dormant or progress to cause overt bone and visceral metastases. The molecular nature of DTCs remains elusive, as well as when and from where in the tumor they originate. Here, we apply single-cell sequencing to identify and trace the origin of DTCs in breast cancer. RESULTS: We sequence the genomes of 63 single cells isolated from six non-metastatic breast cancer patients. By comparing the cells’ DNA copy number aberration (CNA) landscapes with those of the primary tumors and lymph node metastasis, we establish that 53% of the single cells morphologically classified as tumor cells are DTCs disseminating from the observed tumor. The remaining cells represent either non-aberrant “normal” cells or “aberrant cells of unknown origin” that have CNA landscapes discordant from the tumor. Further analyses suggest that the prevalence of aberrant cells of unknown origin is age-dependent and that at least a subset is hematopoietic in origin. Evolutionary reconstruction analysis of bulk tumor and DTC genomes enables ordering of CNA events in molecular pseudo-time and traced the origin of the DTCs to either the main tumor clone, primary tumor subclones, or subclones in an axillary lymph node metastasis. CONCLUSIONS: Single-cell sequencing of bone marrow epithelial-like cells, in parallel with intra-tumor genetic heterogeneity profiling from bulk DNA, is a powerful approach to identify and study DTCs, yielding insight into metastatic processes. A heterogeneous population of CNA-positive cells is present in the bone marrow of non-metastatic breast cancer patients, only part of which are derived from the observed tumor lineages. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13059-016-1109-7) contains supplementary material, which is available to authorized users. BioMed Central 2016-12-09 /pmc/articles/PMC5146893/ /pubmed/27931250 http://dx.doi.org/10.1186/s13059-016-1109-7 Text en © The Author(s). 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Demeulemeester, Jonas Kumar, Parveen Møller, Elen K. Nord, Silje Wedge, David C. Peterson, April Mathiesen, Randi R. Fjelldal, Renathe Zamani Esteki, Masoud Theunis, Koen Fernandez Gallardo, Elia Grundstad, A. Jason Borgen, Elin Baumbusch, Lars O. Børresen-Dale, Anne-Lise White, Kevin P. Kristensen, Vessela N. Van Loo, Peter Voet, Thierry Naume, Bjørn Tracing the origin of disseminated tumor cells in breast cancer using single-cell sequencing |
title | Tracing the origin of disseminated tumor cells in breast cancer using single-cell sequencing |
title_full | Tracing the origin of disseminated tumor cells in breast cancer using single-cell sequencing |
title_fullStr | Tracing the origin of disseminated tumor cells in breast cancer using single-cell sequencing |
title_full_unstemmed | Tracing the origin of disseminated tumor cells in breast cancer using single-cell sequencing |
title_short | Tracing the origin of disseminated tumor cells in breast cancer using single-cell sequencing |
title_sort | tracing the origin of disseminated tumor cells in breast cancer using single-cell sequencing |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5146893/ https://www.ncbi.nlm.nih.gov/pubmed/27931250 http://dx.doi.org/10.1186/s13059-016-1109-7 |
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