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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
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.
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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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