Cargando…

OncoRep: an n-of-1 reporting tool to support genome-guided treatment for breast cancer patients using RNA-sequencing

BACKGROUND: Breast cancer comprises multiple tumor entities associated with different biological features and clinical behaviors, making individualized medicine a powerful tool to bring the right drug to the right patient. Next generation sequencing of RNA (RNA-Seq) is a suitable method to detect ta...

Descripción completa

Detalles Bibliográficos
Autores principales: Meißner, Tobias, Fisch, Kathleen M, Gioia, Louis, Su, Andrew I
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4494802/
https://www.ncbi.nlm.nih.gov/pubmed/25989980
http://dx.doi.org/10.1186/s12920-015-0095-z
_version_ 1782380153760907264
author Meißner, Tobias
Fisch, Kathleen M
Gioia, Louis
Su, Andrew I
author_facet Meißner, Tobias
Fisch, Kathleen M
Gioia, Louis
Su, Andrew I
author_sort Meißner, Tobias
collection PubMed
description BACKGROUND: Breast cancer comprises multiple tumor entities associated with different biological features and clinical behaviors, making individualized medicine a powerful tool to bring the right drug to the right patient. Next generation sequencing of RNA (RNA-Seq) is a suitable method to detect targets for individualized treatment. Challenges that arise are i) preprocessing and analyzing RNA-Seq data in the n-of-1 setting, ii) extracting clinically relevant and actionable targets from complex data, iii) integrating drug databases, and iv) reporting results to clinicians in a timely and understandable manner. RESULTS: To address these challenges, we present OncoRep, an RNA-Seq based n-of-1 reporting tool for breast cancer patients. It reports molecular classification, altered genes and pathways, gene fusions, clinically actionable mutations and drug recommendations. It visualizes the data in an approachable html-based interactive report and a PDF clinical report, providing the clinician and tumor board with a tool to guide the treatment decision making process. CONCLUSIONS: OncoRep is free and open-source (https://bitbucket.org/sulab/oncorep/), thereby offering a platform for future development and innovation by the community.
format Online
Article
Text
id pubmed-4494802
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-44948022015-07-08 OncoRep: an n-of-1 reporting tool to support genome-guided treatment for breast cancer patients using RNA-sequencing Meißner, Tobias Fisch, Kathleen M Gioia, Louis Su, Andrew I BMC Med Genomics Software BACKGROUND: Breast cancer comprises multiple tumor entities associated with different biological features and clinical behaviors, making individualized medicine a powerful tool to bring the right drug to the right patient. Next generation sequencing of RNA (RNA-Seq) is a suitable method to detect targets for individualized treatment. Challenges that arise are i) preprocessing and analyzing RNA-Seq data in the n-of-1 setting, ii) extracting clinically relevant and actionable targets from complex data, iii) integrating drug databases, and iv) reporting results to clinicians in a timely and understandable manner. RESULTS: To address these challenges, we present OncoRep, an RNA-Seq based n-of-1 reporting tool for breast cancer patients. It reports molecular classification, altered genes and pathways, gene fusions, clinically actionable mutations and drug recommendations. It visualizes the data in an approachable html-based interactive report and a PDF clinical report, providing the clinician and tumor board with a tool to guide the treatment decision making process. CONCLUSIONS: OncoRep is free and open-source (https://bitbucket.org/sulab/oncorep/), thereby offering a platform for future development and innovation by the community. BioMed Central 2015-05-21 /pmc/articles/PMC4494802/ /pubmed/25989980 http://dx.doi.org/10.1186/s12920-015-0095-z Text en © Meißner et al.; licensee BioMed Central. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Software
Meißner, Tobias
Fisch, Kathleen M
Gioia, Louis
Su, Andrew I
OncoRep: an n-of-1 reporting tool to support genome-guided treatment for breast cancer patients using RNA-sequencing
title OncoRep: an n-of-1 reporting tool to support genome-guided treatment for breast cancer patients using RNA-sequencing
title_full OncoRep: an n-of-1 reporting tool to support genome-guided treatment for breast cancer patients using RNA-sequencing
title_fullStr OncoRep: an n-of-1 reporting tool to support genome-guided treatment for breast cancer patients using RNA-sequencing
title_full_unstemmed OncoRep: an n-of-1 reporting tool to support genome-guided treatment for breast cancer patients using RNA-sequencing
title_short OncoRep: an n-of-1 reporting tool to support genome-guided treatment for breast cancer patients using RNA-sequencing
title_sort oncorep: an n-of-1 reporting tool to support genome-guided treatment for breast cancer patients using rna-sequencing
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4494802/
https://www.ncbi.nlm.nih.gov/pubmed/25989980
http://dx.doi.org/10.1186/s12920-015-0095-z
work_keys_str_mv AT meißnertobias oncorepannof1reportingtooltosupportgenomeguidedtreatmentforbreastcancerpatientsusingrnasequencing
AT fischkathleenm oncorepannof1reportingtooltosupportgenomeguidedtreatmentforbreastcancerpatientsusingrnasequencing
AT gioialouis oncorepannof1reportingtooltosupportgenomeguidedtreatmentforbreastcancerpatientsusingrnasequencing
AT suandrewi oncorepannof1reportingtooltosupportgenomeguidedtreatmentforbreastcancerpatientsusingrnasequencing