I too think this is something to be on the curve of. You're gonna have to at least learn the basics of [organic] chemistry, genetics, molecular genetics and cellular biology. A blackbox approach will give you a very low ceiling.
Some books to start with:
Genes, Proteins and Computers
A Practical Introduction to the Simulation of Molecular Systems