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About Drug Response Analysis

This tool allows you to investigate the relationship between epigenetic features and drug sensitivity. By analyzing how the methylation of a specific CpG site associates with a drug's effectiveness (measured by IC50), we can uncover potential biomarkers that predict patient response to treatment.

Data Source:

"Deep generative neural network for accurate drug response imputation"

Peilin Jia, Ruifeng Hu, Guangsheng Pei, Yulin Dai, Yin-Ying Wang & Zhongming Zhao

Nature Communications volume 12, Article number: 1740 (2021)

Drug Response Analysis Tool

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