BIMSA > Seminar on Bioinformatics Analysis of drug effect on specific genes and development of treatment plan for new patients
Analysis of drug effect on specific genes and development of treatment plan for new patients
Organizer
Stephen S-T. Yau
Speaker
Nan Sun
Time
Thursday, October 26, 2023 9:00 PM - 9:30 PM
Venue
Online
Abstract
We utilized differential expression analysis and gene ontology analysis to investigate the gene expression changes in T cells before and after encountering tumors. By analyzing a specific gene list, we determined the effect scores of drug treatments. Subsequently, employing machine learning techniques, we made suitable drug treatment regimens for new patient data.
Speaker Intro
孙楠目前是北京雁栖湖应用数学研究院的博士后。她的研究方向包括生物信息学、机器学习和应用数学，在The Innovation, Computational and Structural Biotechnology Journal, BMC Bioinformatics, Frontiers in Cellular and Infection Microbiology, Journal of Computational Biology, Genes等期刊发表多篇论文，参与多项国家自然科学基金及北京市自然科学基金项目，主持中国博士后科学基金第78批面上资助。