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Whole transcriptome profiling of liquid biopsies from tumour xenografted mouse models enables specific monitoring of tumour-derived extracellular RNA
While cell-free DNA (cfDNA) is widely being investigated, free circulating RNA (extracellular RNA, exRNA) has the potential to improve cancer therapy response monitoring and detection due to its dynamic nature. However, it remains unclear in which blood subcompartment tumour-derived exRNAs primarily...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9703587/ https://www.ncbi.nlm.nih.gov/pubmed/36451702 http://dx.doi.org/10.1093/narcan/zcac037 |
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author | Vermeirssen, Vanessa Deleu, Jill Morlion, Annelien Everaert, Celine De Wilde, Jilke Anckaert, Jasper Durinck, Kaat Nuytens, Justine Rishfi, Muhammad Speleman, Frank Van Droogenbroeck, Hanne Verniers, Kimberly Baietti, Maria Francesca Albersen, Maarten Leucci, Eleonora Post, Edward Best, Myron G Van Maerken, Tom De Wilde, Bram Vandesompele, Jo Decock, Anneleen |
author_facet | Vermeirssen, Vanessa Deleu, Jill Morlion, Annelien Everaert, Celine De Wilde, Jilke Anckaert, Jasper Durinck, Kaat Nuytens, Justine Rishfi, Muhammad Speleman, Frank Van Droogenbroeck, Hanne Verniers, Kimberly Baietti, Maria Francesca Albersen, Maarten Leucci, Eleonora Post, Edward Best, Myron G Van Maerken, Tom De Wilde, Bram Vandesompele, Jo Decock, Anneleen |
author_sort | Vermeirssen, Vanessa |
collection | PubMed |
description | While cell-free DNA (cfDNA) is widely being investigated, free circulating RNA (extracellular RNA, exRNA) has the potential to improve cancer therapy response monitoring and detection due to its dynamic nature. However, it remains unclear in which blood subcompartment tumour-derived exRNAs primarily reside. We developed a host-xenograft deconvolution framework, exRNAxeno, with mapping strategies to either a combined human-mouse reference genome or both species genomes in parallel, applicable to exRNA sequencing data from liquid biopsies of human xenograft mouse models. The tool enables to distinguish (human) tumoural RNA from (murine) host RNA, to specifically analyse tumour-derived exRNA. We applied the combined pipeline to total exRNA sequencing data from 95 blood-derived liquid biopsy samples from 30 mice, xenografted with 11 different tumours. Tumoural exRNA concentrations are not determined by plasma platelet levels, while host exRNA concentrations increase with platelet content. Furthermore, a large variability in exRNA abundance and transcript content across individual mice is observed. The tumoural gene detectability in plasma is largely correlated with the RNA expression levels in the tumour tissue or cell line. These findings unravel new aspects of tumour-derived exRNA biology in xenograft models and open new avenues to further investigate the role of exRNA in cancer. |
format | Online Article Text |
id | pubmed-9703587 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-97035872022-11-29 Whole transcriptome profiling of liquid biopsies from tumour xenografted mouse models enables specific monitoring of tumour-derived extracellular RNA Vermeirssen, Vanessa Deleu, Jill Morlion, Annelien Everaert, Celine De Wilde, Jilke Anckaert, Jasper Durinck, Kaat Nuytens, Justine Rishfi, Muhammad Speleman, Frank Van Droogenbroeck, Hanne Verniers, Kimberly Baietti, Maria Francesca Albersen, Maarten Leucci, Eleonora Post, Edward Best, Myron G Van Maerken, Tom De Wilde, Bram Vandesompele, Jo Decock, Anneleen NAR Cancer Cancer Genomics While cell-free DNA (cfDNA) is widely being investigated, free circulating RNA (extracellular RNA, exRNA) has the potential to improve cancer therapy response monitoring and detection due to its dynamic nature. However, it remains unclear in which blood subcompartment tumour-derived exRNAs primarily reside. We developed a host-xenograft deconvolution framework, exRNAxeno, with mapping strategies to either a combined human-mouse reference genome or both species genomes in parallel, applicable to exRNA sequencing data from liquid biopsies of human xenograft mouse models. The tool enables to distinguish (human) tumoural RNA from (murine) host RNA, to specifically analyse tumour-derived exRNA. We applied the combined pipeline to total exRNA sequencing data from 95 blood-derived liquid biopsy samples from 30 mice, xenografted with 11 different tumours. Tumoural exRNA concentrations are not determined by plasma platelet levels, while host exRNA concentrations increase with platelet content. Furthermore, a large variability in exRNA abundance and transcript content across individual mice is observed. The tumoural gene detectability in plasma is largely correlated with the RNA expression levels in the tumour tissue or cell line. These findings unravel new aspects of tumour-derived exRNA biology in xenograft models and open new avenues to further investigate the role of exRNA in cancer. Oxford University Press 2022-11-28 /pmc/articles/PMC9703587/ /pubmed/36451702 http://dx.doi.org/10.1093/narcan/zcac037 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of NAR Cancer. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Cancer Genomics Vermeirssen, Vanessa Deleu, Jill Morlion, Annelien Everaert, Celine De Wilde, Jilke Anckaert, Jasper Durinck, Kaat Nuytens, Justine Rishfi, Muhammad Speleman, Frank Van Droogenbroeck, Hanne Verniers, Kimberly Baietti, Maria Francesca Albersen, Maarten Leucci, Eleonora Post, Edward Best, Myron G Van Maerken, Tom De Wilde, Bram Vandesompele, Jo Decock, Anneleen Whole transcriptome profiling of liquid biopsies from tumour xenografted mouse models enables specific monitoring of tumour-derived extracellular RNA |
title | Whole transcriptome profiling of liquid biopsies from tumour xenografted mouse models enables specific monitoring of tumour-derived extracellular RNA |
title_full | Whole transcriptome profiling of liquid biopsies from tumour xenografted mouse models enables specific monitoring of tumour-derived extracellular RNA |
title_fullStr | Whole transcriptome profiling of liquid biopsies from tumour xenografted mouse models enables specific monitoring of tumour-derived extracellular RNA |
title_full_unstemmed | Whole transcriptome profiling of liquid biopsies from tumour xenografted mouse models enables specific monitoring of tumour-derived extracellular RNA |
title_short | Whole transcriptome profiling of liquid biopsies from tumour xenografted mouse models enables specific monitoring of tumour-derived extracellular RNA |
title_sort | whole transcriptome profiling of liquid biopsies from tumour xenografted mouse models enables specific monitoring of tumour-derived extracellular rna |
topic | Cancer Genomics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9703587/ https://www.ncbi.nlm.nih.gov/pubmed/36451702 http://dx.doi.org/10.1093/narcan/zcac037 |
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