SynergyFinder 2.0: visual analytics of multi-drug combination synergies.

Abstract:

:SynergyFinder (https://synergyfinder.fimm.fi) is a stand-alone web-application for interactive analysis and visualization of drug combination screening data. Since its first release in 2017, SynergyFinder has become a widely used web-tool both for the discovery of novel synergistic drug combinations in pre-clinical model systems (e.g. cell lines or primary patient-derived cells), and for better understanding of mechanisms of combination treatment efficacy or resistance. Here, we describe the latest version of SynergyFinder (release 2.0), which has extensively been upgraded through the addition of novel features supporting especially higher-order combination data analytics and exploratory visualization of multi-drug synergy patterns, along with automated outlier detection procedure, extended curve-fitting functionality and statistical analysis of replicate measurements. A number of additional improvements were also implemented based on the user requests, including new visualization and export options, updated user interface, as well as enhanced stability and performance of the web-tool. With these improvements, SynergyFinder 2.0 is expected to greatly extend its potential applications in various areas of multi-drug combinatorial screening and precision medicine.

journal_name

Nucleic Acids Res

journal_title

Nucleic acids research

authors

Ianevski A,Giri AK,Aittokallio T

doi

10.1093/nar/gkaa216

subject

Has Abstract

pub_date

2020-07-02 00:00:00

pages

W488-W493

issue

W1

eissn

0305-1048

issn

1362-4962

pii

5815821

journal_volume

48

pub_type

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