Synopsis of recent research by authors named "Alexey Vyatkin"
- Alexey Vyatkin's research predominantly focuses on cancer genomics, specifically identifying and quantifying driver genes and their mutations associated with tumorigenesis using comprehensive databases like TCGA PanCanAtlas.
- His recent work introduces the Driver Strength Index (DSI) and Normalized Driver Strength Index (NDSI) to better assess the driver strength of cancer-related genes by emphasizing mutation patterns in patients with fewer overall mutations.
- Additionally, Vyatkin explored statistical models to approximate the age distribution of cancer incidence, demonstrating that the Erlang distribution can successfully describe the kinetics of cancer development and the timing of critical mutations.
