Cargando…
High-Throughput miRNA and mRNA Sequencing of Paired Colorectal Normal, Tumor and Metastasis Tissues and Bioinformatic Modeling of miRNA-1 Therapeutic Applications
MiRNAs are discussed as diagnostic and therapeutic molecules. However, effective miRNA drug treatments with miRNAs are, so far, hampered by the complexity of the miRNA networks. To identify potential miRNA drugs in colorectal cancer, we profiled miRNA and mRNA expression in matching normal, tumor an...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3707605/ https://www.ncbi.nlm.nih.gov/pubmed/23874421 http://dx.doi.org/10.1371/journal.pone.0067461 |
_version_ | 1782276522669768704 |
---|---|
author | Röhr, Christina Kerick, Martin Fischer, Axel Kühn, Alexander Kashofer, Karl Timmermann, Bernd Daskalaki, Andriani Meinel, Thomas Drichel, Dmitriy Börno, Stefan T. Nowka, Anja Krobitsch, Sylvia McHardy, Alice C. Kratsch, Christina Becker, Tim Wunderlich, Andrea Barmeyer, Christian Viertler, Christian Zatloukal, Kurt Wierling, Christoph Lehrach, Hans Schweiger, Michal R. |
author_facet | Röhr, Christina Kerick, Martin Fischer, Axel Kühn, Alexander Kashofer, Karl Timmermann, Bernd Daskalaki, Andriani Meinel, Thomas Drichel, Dmitriy Börno, Stefan T. Nowka, Anja Krobitsch, Sylvia McHardy, Alice C. Kratsch, Christina Becker, Tim Wunderlich, Andrea Barmeyer, Christian Viertler, Christian Zatloukal, Kurt Wierling, Christoph Lehrach, Hans Schweiger, Michal R. |
author_sort | Röhr, Christina |
collection | PubMed |
description | MiRNAs are discussed as diagnostic and therapeutic molecules. However, effective miRNA drug treatments with miRNAs are, so far, hampered by the complexity of the miRNA networks. To identify potential miRNA drugs in colorectal cancer, we profiled miRNA and mRNA expression in matching normal, tumor and metastasis tissues of eight patients by Illumina sequencing. We validated six miRNAs in a large tissue screen containing 16 additional tumor entities and identified miRNA-1, miRNA-129, miRNA-497 and miRNA-215 as constantly de-regulated within the majority of cancers. Of these, we investigated miRNA-1 as representative in a systems-biology simulation of cellular cancer models implemented in PyBioS and assessed the effects of depletion as well as overexpression in terms of miRNA-1 as a potential treatment option. In this system, miRNA-1 treatment reverted the disease phenotype with different effectiveness among the patients. Scoring the gene expression changes obtained through mRNA-Seq from the same patients we show that the combination of deep sequencing and systems biological modeling can help to identify patient-specific responses to miRNA treatments. We present this data as guideline for future pre-clinical assessments of new and personalized therapeutic options. |
format | Online Article Text |
id | pubmed-3707605 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-37076052013-07-19 High-Throughput miRNA and mRNA Sequencing of Paired Colorectal Normal, Tumor and Metastasis Tissues and Bioinformatic Modeling of miRNA-1 Therapeutic Applications Röhr, Christina Kerick, Martin Fischer, Axel Kühn, Alexander Kashofer, Karl Timmermann, Bernd Daskalaki, Andriani Meinel, Thomas Drichel, Dmitriy Börno, Stefan T. Nowka, Anja Krobitsch, Sylvia McHardy, Alice C. Kratsch, Christina Becker, Tim Wunderlich, Andrea Barmeyer, Christian Viertler, Christian Zatloukal, Kurt Wierling, Christoph Lehrach, Hans Schweiger, Michal R. PLoS One Research Article MiRNAs are discussed as diagnostic and therapeutic molecules. However, effective miRNA drug treatments with miRNAs are, so far, hampered by the complexity of the miRNA networks. To identify potential miRNA drugs in colorectal cancer, we profiled miRNA and mRNA expression in matching normal, tumor and metastasis tissues of eight patients by Illumina sequencing. We validated six miRNAs in a large tissue screen containing 16 additional tumor entities and identified miRNA-1, miRNA-129, miRNA-497 and miRNA-215 as constantly de-regulated within the majority of cancers. Of these, we investigated miRNA-1 as representative in a systems-biology simulation of cellular cancer models implemented in PyBioS and assessed the effects of depletion as well as overexpression in terms of miRNA-1 as a potential treatment option. In this system, miRNA-1 treatment reverted the disease phenotype with different effectiveness among the patients. Scoring the gene expression changes obtained through mRNA-Seq from the same patients we show that the combination of deep sequencing and systems biological modeling can help to identify patient-specific responses to miRNA treatments. We present this data as guideline for future pre-clinical assessments of new and personalized therapeutic options. Public Library of Science 2013-07-02 /pmc/articles/PMC3707605/ /pubmed/23874421 http://dx.doi.org/10.1371/journal.pone.0067461 Text en © 2013 Röhr et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Röhr, Christina Kerick, Martin Fischer, Axel Kühn, Alexander Kashofer, Karl Timmermann, Bernd Daskalaki, Andriani Meinel, Thomas Drichel, Dmitriy Börno, Stefan T. Nowka, Anja Krobitsch, Sylvia McHardy, Alice C. Kratsch, Christina Becker, Tim Wunderlich, Andrea Barmeyer, Christian Viertler, Christian Zatloukal, Kurt Wierling, Christoph Lehrach, Hans Schweiger, Michal R. High-Throughput miRNA and mRNA Sequencing of Paired Colorectal Normal, Tumor and Metastasis Tissues and Bioinformatic Modeling of miRNA-1 Therapeutic Applications |
title | High-Throughput miRNA and mRNA Sequencing of Paired Colorectal Normal, Tumor and Metastasis Tissues and Bioinformatic Modeling of miRNA-1 Therapeutic Applications |
title_full | High-Throughput miRNA and mRNA Sequencing of Paired Colorectal Normal, Tumor and Metastasis Tissues and Bioinformatic Modeling of miRNA-1 Therapeutic Applications |
title_fullStr | High-Throughput miRNA and mRNA Sequencing of Paired Colorectal Normal, Tumor and Metastasis Tissues and Bioinformatic Modeling of miRNA-1 Therapeutic Applications |
title_full_unstemmed | High-Throughput miRNA and mRNA Sequencing of Paired Colorectal Normal, Tumor and Metastasis Tissues and Bioinformatic Modeling of miRNA-1 Therapeutic Applications |
title_short | High-Throughput miRNA and mRNA Sequencing of Paired Colorectal Normal, Tumor and Metastasis Tissues and Bioinformatic Modeling of miRNA-1 Therapeutic Applications |
title_sort | high-throughput mirna and mrna sequencing of paired colorectal normal, tumor and metastasis tissues and bioinformatic modeling of mirna-1 therapeutic applications |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3707605/ https://www.ncbi.nlm.nih.gov/pubmed/23874421 http://dx.doi.org/10.1371/journal.pone.0067461 |
work_keys_str_mv | AT rohrchristina highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT kerickmartin highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT fischeraxel highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT kuhnalexander highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT kashoferkarl highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT timmermannbernd highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT daskalakiandriani highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT meinelthomas highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT dricheldmitriy highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT bornostefant highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT nowkaanja highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT krobitschsylvia highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT mchardyalicec highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT kratschchristina highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT beckertim highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT wunderlichandrea highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT barmeyerchristian highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT viertlerchristian highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT zatloukalkurt highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT wierlingchristoph highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT lehrachhans highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications AT schweigermichalr highthroughputmirnaandmrnasequencingofpairedcolorectalnormaltumorandmetastasistissuesandbioinformaticmodelingofmirna1therapeuticapplications |