TranSiGen: Deep representation learning of chemical-induced transcriptional profile
Xiaochu Tong, Ning Qu, Xiangtai Kong, Shengkun Ni, Kun Wang, Lehan Zhang, Yiming Wen, Sulin Zhang, Xutong Li, Mingyue Zheng
TranSiGen denoises and reconstructs chemical-induced transcriptional profiles using deep generative modeling, effectively predicting differential expression genes and serving as alternative phenotype information for drug discovery.
bioRxiv · Nov 12, 2023 · PreprintBioinformatics