.. raw:: html TRAFIKK Pipeline ================ .. raw:: html

TRAFIKK

Systematic prediction and mechanistic interpretation
of anticancer drug synergies

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🧬

Integrates cell-line omics data to calibrate the base network to specific biological contexts.

Omics integration
🧩

Generates ensembles of logic-based models via genetic-algorithm parameterisation.

Model ensembles
💊

Maps experimental drug panels to in silico perturbation profiles.

Drug panels

Computes viability and synergy scores via signal-propagation analysis.

Synergy scoring
📈

Benchmarks predictions against experimental synergy data with classification metrics.

Benchmarking
🔎

Interactive pathway-level exploration of drug synergy effects on signalling networks.

Visualisation
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📄 Citation
Fariñas M.*, Bermúdez V.*, Tsirvouli E., Lippestad K., Zobolas J., Aittokallio T., Lehti K.†, Flobak Å.†
TRAFIKK: systematic prediction and mechanistic interpretation of anticancer drug synergies.
Submitted.
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.. toctree:: :maxdepth: 2 :hidden: Home celios/index gitsbe/index drexpa/index oris/index synco/index siflex/index