Supporting data for "ProphTools: General Prioritization Tools for Heterogeneous Biological Networks"

Dataset type: Software, Network-Analysis
Data released on November 03, 2017

Navarro C; Martínez V; Blanco A; Cano C (2017): Supporting data for "ProphTools: General Prioritization Tools for Heterogeneous Biological Networks" GigaScience Database. http://dx.doi.org/10.5524/100369

DOI10.5524/100369

Networks have been proven effective representations for the analysis of biological data. As such, there exist multiple methods to extract knowledge from biological networks. However, these approaches usually limit their scope to a single biological entity type of interest, or they lack flexibility to analyse user-defined data. We developed ProphTools, a flexible open-source command-line tool that performs prioritization on a heterogeneous network. ProphTools prioritization combines a Flow Propagation algorithm similar to a Random Walk With Restarts and a weighted propagation method. A flexible model for the representation of a heterogeneous network allows the user to define a prioritization problem involving an arbitrary number of entity types and their interconnections. Furthermore, ProphTools provides functionality to perform Cross-Validation tests, allowing users to select the best network configuration for a given problem. ProphTools core prioritization methodology has already been proven effective in gene-disease prioritization and drug repositioning. Here we make ProphTools available to the scientific community as flexible, open-source software and perform a new proof-of-concept case study on long non-coding RNAs (lncRNAs) to disease prioritization.

Additional details

Read the peer-reviewed publication(s):


Additional information:

http://genome.ugr.es:9000/prophnet

https://github.com/cnluzon/prophtools

https://hub.docker.com/r/cnluzon/prophtools/





File NameSample IDData TypeFile FormatSizeRelease Date 
otherarchive26.67 MB2017-10-12
otherarchive2.86 GB2017-10-12
GitHub archivearchive418 KB2017-10-12
otherarchive2.86 GB2017-10-12
ReadmeTEXT2.62 KB2017-10-12
Tabular DataUNKNOWN38.77 KB2017-10-12
Tabular DataUNKNOWN16.15 KB2017-10-12
Displaying 1-7 of 7 File(s).
Funding body Awardee Award ID Comments
Consejería de Economía Innovación Ciencia y Empleo Junta de Andalucía AB Morón PI-0710-2013
European Commission AB Morón European Regional Development Fund
Dirección General de Investigación Científica y Técnica AB Morón TIN2013-41990-R
Ministerio de Educación Cultura y Deporte CN Luzón FPU12_01875
Date Action
November 3, 2017 Dataset publish
November 13, 2017 Manuscript Link added : 10.1093/gigascience/gix107