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Occult polyclonality of preclinical pancreatic cancer models drives in vitro evolution
Heterogeneity is a hallmark of cancer. The advent of single-cell technologies has helped uncover heterogeneity in a high-throughput manner in different cancers across varied contexts. Here we apply single-cell sequencing technologies to reveal inherent heterogeneity in assumptively monoclonal pancre...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9233687/ https://www.ncbi.nlm.nih.gov/pubmed/35752636 http://dx.doi.org/10.1038/s41467-022-31376-3 |
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author | Monberg, Maria E. Geiger, Heather Lee, Jaewon J. Sharma, Roshan Semaan, Alexander Bernard, Vincent Wong, Justin Wang, Fang Liang, Shaoheng Swartzlander, Daniel B. Stephens, Bret M. Katz, Matthew H. G. Chen, Ken Robine, Nicolas Guerrero, Paola A. Maitra, Anirban |
author_facet | Monberg, Maria E. Geiger, Heather Lee, Jaewon J. Sharma, Roshan Semaan, Alexander Bernard, Vincent Wong, Justin Wang, Fang Liang, Shaoheng Swartzlander, Daniel B. Stephens, Bret M. Katz, Matthew H. G. Chen, Ken Robine, Nicolas Guerrero, Paola A. Maitra, Anirban |
author_sort | Monberg, Maria E. |
collection | PubMed |
description | Heterogeneity is a hallmark of cancer. The advent of single-cell technologies has helped uncover heterogeneity in a high-throughput manner in different cancers across varied contexts. Here we apply single-cell sequencing technologies to reveal inherent heterogeneity in assumptively monoclonal pancreatic cancer (PDAC) cell lines and patient-derived organoids (PDOs). Our findings reveal a high degree of both genomic and transcriptomic polyclonality in monolayer PDAC cell lines, custodial variation induced by growing apparently identical cell lines in different laboratories, and transcriptomic shifts in transitioning from 2D to 3D spheroid growth models. Our findings also call into question the validity of widely available immortalized, non-transformed pancreatic lines as contemporaneous “control” lines in experiments. We confirm these findings using a variety of independent assays, including but not limited to whole exome sequencing, single-cell copy number variation sequencing (scCNVseq), single-nuclei assay for transposase-accessible chromatin with sequencing, fluorescence in-situ hybridization, and single-cell RNA sequencing (scRNAseq). We map scRNA expression data to unique genomic clones identified by orthogonally-gathered scCNVseq data of these same PDAC cell lines. Further, while PDOs are known to reflect the cognate in vivo biology of the parental tumor, we identify transcriptomic shifts during ex vivo passage that might hamper their predictive abilities over time. The impact of these findings on rigor and reproducibility of experimental data generated using established preclinical PDAC models between and across laboratories is uncertain, but a matter of concern. |
format | Online Article Text |
id | pubmed-9233687 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-92336872022-06-27 Occult polyclonality of preclinical pancreatic cancer models drives in vitro evolution Monberg, Maria E. Geiger, Heather Lee, Jaewon J. Sharma, Roshan Semaan, Alexander Bernard, Vincent Wong, Justin Wang, Fang Liang, Shaoheng Swartzlander, Daniel B. Stephens, Bret M. Katz, Matthew H. G. Chen, Ken Robine, Nicolas Guerrero, Paola A. Maitra, Anirban Nat Commun Article Heterogeneity is a hallmark of cancer. The advent of single-cell technologies has helped uncover heterogeneity in a high-throughput manner in different cancers across varied contexts. Here we apply single-cell sequencing technologies to reveal inherent heterogeneity in assumptively monoclonal pancreatic cancer (PDAC) cell lines and patient-derived organoids (PDOs). Our findings reveal a high degree of both genomic and transcriptomic polyclonality in monolayer PDAC cell lines, custodial variation induced by growing apparently identical cell lines in different laboratories, and transcriptomic shifts in transitioning from 2D to 3D spheroid growth models. Our findings also call into question the validity of widely available immortalized, non-transformed pancreatic lines as contemporaneous “control” lines in experiments. We confirm these findings using a variety of independent assays, including but not limited to whole exome sequencing, single-cell copy number variation sequencing (scCNVseq), single-nuclei assay for transposase-accessible chromatin with sequencing, fluorescence in-situ hybridization, and single-cell RNA sequencing (scRNAseq). We map scRNA expression data to unique genomic clones identified by orthogonally-gathered scCNVseq data of these same PDAC cell lines. Further, while PDOs are known to reflect the cognate in vivo biology of the parental tumor, we identify transcriptomic shifts during ex vivo passage that might hamper their predictive abilities over time. The impact of these findings on rigor and reproducibility of experimental data generated using established preclinical PDAC models between and across laboratories is uncertain, but a matter of concern. Nature Publishing Group UK 2022-06-25 /pmc/articles/PMC9233687/ /pubmed/35752636 http://dx.doi.org/10.1038/s41467-022-31376-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Monberg, Maria E. Geiger, Heather Lee, Jaewon J. Sharma, Roshan Semaan, Alexander Bernard, Vincent Wong, Justin Wang, Fang Liang, Shaoheng Swartzlander, Daniel B. Stephens, Bret M. Katz, Matthew H. G. Chen, Ken Robine, Nicolas Guerrero, Paola A. Maitra, Anirban Occult polyclonality of preclinical pancreatic cancer models drives in vitro evolution |
title | Occult polyclonality of preclinical pancreatic cancer models drives in vitro evolution |
title_full | Occult polyclonality of preclinical pancreatic cancer models drives in vitro evolution |
title_fullStr | Occult polyclonality of preclinical pancreatic cancer models drives in vitro evolution |
title_full_unstemmed | Occult polyclonality of preclinical pancreatic cancer models drives in vitro evolution |
title_short | Occult polyclonality of preclinical pancreatic cancer models drives in vitro evolution |
title_sort | occult polyclonality of preclinical pancreatic cancer models drives in vitro evolution |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9233687/ https://www.ncbi.nlm.nih.gov/pubmed/35752636 http://dx.doi.org/10.1038/s41467-022-31376-3 |
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