Cancer Gene Identification through Integrating Causal Prompting Large Language Model with Omics Data–Driven Causal Inference

Information Science, Artificial Intelligence, Medicine, Oncology, Life Sciences, Biochemistry, Genetics,
cancer genes   causality   large language model   multi-omics   causal learning  

Cancer gene identification is a core challenge in the fields of basic cancer research and precision medicine. Recently, a research team from Jilin University and Zhejiang Sci-Tech University published an original study titled “Cancer gene identification through integrating causal prompting large language model with omics data–driven causal inferenc...

Novel Time-Dependent Multi-Omics Integration in Sepsis-Associated Liver Dysfunction

Medicine, Infectious Diseases, Hepatobiliary System, Medical Laboratory Science, Life Sciences, Biochemistry, Genetics,
multi-omics   omics technology   sepsis-associated liver dysfunction   single omics   time-dependent integration  

Time-Dependent Multi-Omics Integration in Sepsis-Associated Liver Dysfunction Introduction Sepsis, especially severe cases, causes multiple organ dysfunction due to systemic infection, resulting in up to 5 million deaths globally each year. Traditionally, Sepsis-Associated Liver Dysfunction (SALD) was considered a condition accompanied by jaundice ...