Topic

multi omics

3 publications

Journal ArticleMar 11, 2026Cancer Letters

Multi-omics driven immune classification of colorectal cancer: Implications for immunotherapy efficacy prediction and enhancement with WNT signaling inhibition

Chuling Hu^†, Du Cai^†, Weiqiang You^†, Zhengran Zhou^†, Junwei Liu, Cheng-Hang Li, Min-Yi Lv, Bao-Wen Gai, Chong Chen, Xinxin Huang, Run Xian Wang, Xiao-Jian Wu^*, Peishan Hu^*, Feng Gao^*

Source document DOI

Research

PIANOS

A normalization-free single-sample classifier for robust colorectal cancer risk stratification across platforms.

Research

TMO-Net

An explainable pretrained multi-omics model for transferable oncology prediction and pathway-level interpretation.