GramDRP

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1. Datasets and Codes

Our datasets is based on GDSC1, CCLE. Log-transformed IC50 values, representing the drug sensitivity of drug-cell line pairs, were obtained from GDSC. Multi-omics profiles, including gene expression and DNA methylation data, were retrieved from CCLE via the DepMap portal.

Source code and data:   github link

GO/KEGG results:   download GO/KEGG results

2. References

[1] Ying, C., et al., Do transformers really perform badly for graph representation? Advances in neural information processing systems, (2021).

Cite

Upon the usage the users are requested to use the following citation:

Ren Qi, Shujia Liu, and Bin Liu*.
GramDRP: Graphormer-based Multi-modal framework for Drug Response Prediction. (Submitted)