• Artificial Intelligence in Medicine

AgendaTalk Details

Automatic identification of small molecules that promote cell conversion

13:30 - 13:45 Building 9 - Lecture hall 2

Cell reprogramming has enormous potential for regenerative medicine and drug discovery. Small molecules have recently been reported to either induce or enhance reprogramming. Exhaustive screens of small molecules are expensive and time consuming given the structural and functional diversity of small molecules and the unlimited number of combinations. We developed a method for the identification of small compounds that either alone or in combinations facilitate the efficacy of cell conversion. Based on comparing primary cell type expression profiles to publicly available drug response expression profiles, the method is able to accurately predict single drugs or drug pairs that can drive any source cell type towards the desired lineage.