Database Backend Dev

I am currently developing the database for storing all the data. The Database itself must be prepared for storing a huge amount of data and and must be able to handle request in a fast way.
As I plan to use MySQL for storage I want to assure referential integrity I read that it's easier to use the INNODB Database type because MyISAM has no embedded function to implement foreign keys.