Recent drastic technological innovation in measurement and analysis of biological system is leading life science to big data science at molecular level. While a lot of questions have been solved and abundance of practical applications have been developed, some classic and fundamental questions are left behind, for example why ATP, what is the initial energy source of biological system, how mitochondria has evolved,etc. We will focus on some biological singularities and seek to understand the path to them.