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A comprehensive framework for analysis of microRNA sequencing data in metastatic colorectal cancer

Although microRNAs (miRNAs) contribute to all hallmarks of cancer, miRNA dysregulation in metastasis remains poorly understood. The aim of this work was to reliably identify miRNAs associated with metastatic progression of colorectal cancer (CRC) using novel and previously published next-generation...

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Autores principales: Høye, Eirik, Fromm, Bastian, Böttger, Paul H M, Domanska, Diana, Torgunrud, Annette, Lund-Andersen, Christin, Abrahamsen, Torveig Weum, Fretland, Åsmund Avdem, Dagenborg, Vegar J, Lorenz, Susanne, Edwin, Bjørn, Hovig, Eivind, Flatmark, Kjersti
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8759566/
https://www.ncbi.nlm.nih.gov/pubmed/35047825
http://dx.doi.org/10.1093/narcan/zcab051
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author Høye, Eirik
Fromm, Bastian
Böttger, Paul H M
Domanska, Diana
Torgunrud, Annette
Lund-Andersen, Christin
Abrahamsen, Torveig Weum
Fretland, Åsmund Avdem
Dagenborg, Vegar J
Lorenz, Susanne
Edwin, Bjørn
Hovig, Eivind
Flatmark, Kjersti
author_facet Høye, Eirik
Fromm, Bastian
Böttger, Paul H M
Domanska, Diana
Torgunrud, Annette
Lund-Andersen, Christin
Abrahamsen, Torveig Weum
Fretland, Åsmund Avdem
Dagenborg, Vegar J
Lorenz, Susanne
Edwin, Bjørn
Hovig, Eivind
Flatmark, Kjersti
author_sort Høye, Eirik
collection PubMed
description Although microRNAs (miRNAs) contribute to all hallmarks of cancer, miRNA dysregulation in metastasis remains poorly understood. The aim of this work was to reliably identify miRNAs associated with metastatic progression of colorectal cancer (CRC) using novel and previously published next-generation sequencing (NGS) datasets generated from 268 samples of primary (pCRC) and metastatic CRC (mCRC; liver, lung and peritoneal metastases) and tumor adjacent tissues. Differential expression analysis was performed using a meticulous bioinformatics pipeline, including only bona fide miRNAs, and utilizing miRNA-tailored quality control and processing. Five miRNAs were identified as up-regulated at multiple metastatic sites Mir-210_3p, Mir-191_5p, Mir-8-P1b_3p [mir-141–3p], Mir-1307_5p and Mir-155_5p. Several have previously been implicated in metastasis through involvement in epithelial-to-mesenchymal transition and hypoxia, while other identified miRNAs represent novel findings. The use of a publicly available pipeline facilitates reproducibility and allows new datasets to be added as they become available. The set of miRNAs identified here provides a reliable starting-point for further research into the role of miRNAs in metastatic progression.
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spelling pubmed-87595662022-01-18 A comprehensive framework for analysis of microRNA sequencing data in metastatic colorectal cancer Høye, Eirik Fromm, Bastian Böttger, Paul H M Domanska, Diana Torgunrud, Annette Lund-Andersen, Christin Abrahamsen, Torveig Weum Fretland, Åsmund Avdem Dagenborg, Vegar J Lorenz, Susanne Edwin, Bjørn Hovig, Eivind Flatmark, Kjersti NAR Cancer Standard Article Although microRNAs (miRNAs) contribute to all hallmarks of cancer, miRNA dysregulation in metastasis remains poorly understood. The aim of this work was to reliably identify miRNAs associated with metastatic progression of colorectal cancer (CRC) using novel and previously published next-generation sequencing (NGS) datasets generated from 268 samples of primary (pCRC) and metastatic CRC (mCRC; liver, lung and peritoneal metastases) and tumor adjacent tissues. Differential expression analysis was performed using a meticulous bioinformatics pipeline, including only bona fide miRNAs, and utilizing miRNA-tailored quality control and processing. Five miRNAs were identified as up-regulated at multiple metastatic sites Mir-210_3p, Mir-191_5p, Mir-8-P1b_3p [mir-141–3p], Mir-1307_5p and Mir-155_5p. Several have previously been implicated in metastasis through involvement in epithelial-to-mesenchymal transition and hypoxia, while other identified miRNAs represent novel findings. The use of a publicly available pipeline facilitates reproducibility and allows new datasets to be added as they become available. The set of miRNAs identified here provides a reliable starting-point for further research into the role of miRNAs in metastatic progression. Oxford University Press 2022-01-14 /pmc/articles/PMC8759566/ /pubmed/35047825 http://dx.doi.org/10.1093/narcan/zcab051 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of Nucleic Acids Research. 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 Standard Article
Høye, Eirik
Fromm, Bastian
Böttger, Paul H M
Domanska, Diana
Torgunrud, Annette
Lund-Andersen, Christin
Abrahamsen, Torveig Weum
Fretland, Åsmund Avdem
Dagenborg, Vegar J
Lorenz, Susanne
Edwin, Bjørn
Hovig, Eivind
Flatmark, Kjersti
A comprehensive framework for analysis of microRNA sequencing data in metastatic colorectal cancer
title A comprehensive framework for analysis of microRNA sequencing data in metastatic colorectal cancer
title_full A comprehensive framework for analysis of microRNA sequencing data in metastatic colorectal cancer
title_fullStr A comprehensive framework for analysis of microRNA sequencing data in metastatic colorectal cancer
title_full_unstemmed A comprehensive framework for analysis of microRNA sequencing data in metastatic colorectal cancer
title_short A comprehensive framework for analysis of microRNA sequencing data in metastatic colorectal cancer
title_sort comprehensive framework for analysis of microrna sequencing data in metastatic colorectal cancer
topic Standard Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8759566/
https://www.ncbi.nlm.nih.gov/pubmed/35047825
http://dx.doi.org/10.1093/narcan/zcab051
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