DECANT is developed for mechanism-guided single-cell chemical perturbation analysis. The server accepts matched treated-control perturbation profiles and returns mechanism-oriented representations, response predictions, nearest DECANT drug-prototype neighbors, and consequence-program summaries.
For questions about DECANT, please contact the corresponding author listed below.
Ren Qi1, Wenjie Teng1, Xin Yang1, Yue Cheng2, Bin Liu1,2,3,*
1 School of Computer Science and Technology, Beijing Institute of Technology, Beijing, 100081, China
2 Zhongguancun Academy, Beijing, 100094, China
3 SMBU-MSU-BIT Joint Laboratory on Bioinformatics and Engineering Biology, Shenzhen MSU-BIT University, Shenzhen, Guangdong 518172, China
Ren Qi: rqi@bliulab.net
Wenjie Teng: wjteng@bliulab.net
Xin Yang: yangxin@bliulab.net
Yue Cheng: ycheng@bliulab.net
Bin Liu: bliu@bliulab.net
Bin Liu
Beijing Institute of Technology, No. 5, South Zhongguancun Street, Haidian District, Beijing 100081, China.
Tel.: (+86) 010-68911310
Contact: bliu@bliulab.net
Ren Qi, Wenjie Teng, Xin Yang, Yue Cheng, Bin Liu*
DECANT: Decoupling mechanism from context in single-cell drug perturbation representation.
Submitted.