Cargando…
Visualization of drug target interactions in the contexts of pathways and networks with ReactomeFIViz
The precision medicine paradigm is centered on therapies targeted to particular molecular entities that will elicit an anticipated and controlled therapeutic response. However, genetic alterations in the drug targets themselves or in genes whose products interact with the targets can affect how well...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
F1000 Research Limited
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6644836/ https://www.ncbi.nlm.nih.gov/pubmed/31372215 http://dx.doi.org/10.12688/f1000research.19592.1 |
_version_ | 1783437338912751616 |
---|---|
author | Blucher, Aurora S. McWeeney, Shannon K. Stein, Lincoln Wu, Guanming |
author_facet | Blucher, Aurora S. McWeeney, Shannon K. Stein, Lincoln Wu, Guanming |
author_sort | Blucher, Aurora S. |
collection | PubMed |
description | The precision medicine paradigm is centered on therapies targeted to particular molecular entities that will elicit an anticipated and controlled therapeutic response. However, genetic alterations in the drug targets themselves or in genes whose products interact with the targets can affect how well a drug actually works for an individual patient. To better understand the effects of targeted therapies in patients, we need software tools capable of simultaneously visualizing patient-specific variations and drug targets in their biological context. This context can be provided using pathways, which are process-oriented representations of biological reactions, or biological networks, which represent pathway-spanning interactions among genes, proteins, and other biological entities. To address this need, we have recently enhanced the Reactome Cytoscape app, ReactomeFIViz, to assist researchers in visualizing and modeling drug and target interactions. ReactomeFIViz integrates drug-target interaction information with high quality manually curated pathways and a genome-wide human functional interaction network. Both the pathways and the functional interaction network are provided by Reactome, the most comprehensive open source biological pathway knowledgebase. We describe several examples demonstrating the application of these new features to the visualization of drugs in the contexts of pathways and networks. Complementing previous features in ReactomeFIViz, these new features enable researchers to ask focused questions about targeted therapies, such as drug sensitivity for patients with different mutation profiles, using a pathway or network perspective. |
format | Online Article Text |
id | pubmed-6644836 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | F1000 Research Limited |
record_format | MEDLINE/PubMed |
spelling | pubmed-66448362019-07-31 Visualization of drug target interactions in the contexts of pathways and networks with ReactomeFIViz Blucher, Aurora S. McWeeney, Shannon K. Stein, Lincoln Wu, Guanming F1000Res Software Tool Article The precision medicine paradigm is centered on therapies targeted to particular molecular entities that will elicit an anticipated and controlled therapeutic response. However, genetic alterations in the drug targets themselves or in genes whose products interact with the targets can affect how well a drug actually works for an individual patient. To better understand the effects of targeted therapies in patients, we need software tools capable of simultaneously visualizing patient-specific variations and drug targets in their biological context. This context can be provided using pathways, which are process-oriented representations of biological reactions, or biological networks, which represent pathway-spanning interactions among genes, proteins, and other biological entities. To address this need, we have recently enhanced the Reactome Cytoscape app, ReactomeFIViz, to assist researchers in visualizing and modeling drug and target interactions. ReactomeFIViz integrates drug-target interaction information with high quality manually curated pathways and a genome-wide human functional interaction network. Both the pathways and the functional interaction network are provided by Reactome, the most comprehensive open source biological pathway knowledgebase. We describe several examples demonstrating the application of these new features to the visualization of drugs in the contexts of pathways and networks. Complementing previous features in ReactomeFIViz, these new features enable researchers to ask focused questions about targeted therapies, such as drug sensitivity for patients with different mutation profiles, using a pathway or network perspective. F1000 Research Limited 2019-06-20 /pmc/articles/PMC6644836/ /pubmed/31372215 http://dx.doi.org/10.12688/f1000research.19592.1 Text en Copyright: © 2019 Blucher AS et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Software Tool Article Blucher, Aurora S. McWeeney, Shannon K. Stein, Lincoln Wu, Guanming Visualization of drug target interactions in the contexts of pathways and networks with ReactomeFIViz |
title | Visualization of drug target interactions in the contexts of pathways and networks with ReactomeFIViz |
title_full | Visualization of drug target interactions in the contexts of pathways and networks with ReactomeFIViz |
title_fullStr | Visualization of drug target interactions in the contexts of pathways and networks with ReactomeFIViz |
title_full_unstemmed | Visualization of drug target interactions in the contexts of pathways and networks with ReactomeFIViz |
title_short | Visualization of drug target interactions in the contexts of pathways and networks with ReactomeFIViz |
title_sort | visualization of drug target interactions in the contexts of pathways and networks with reactomefiviz |
topic | Software Tool Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6644836/ https://www.ncbi.nlm.nih.gov/pubmed/31372215 http://dx.doi.org/10.12688/f1000research.19592.1 |
work_keys_str_mv | AT blucherauroras visualizationofdrugtargetinteractionsinthecontextsofpathwaysandnetworkswithreactomefiviz AT mcweeneyshannonk visualizationofdrugtargetinteractionsinthecontextsofpathwaysandnetworkswithreactomefiviz AT steinlincoln visualizationofdrugtargetinteractionsinthecontextsofpathwaysandnetworkswithreactomefiviz AT wuguanming visualizationofdrugtargetinteractionsinthecontextsofpathwaysandnetworkswithreactomefiviz |