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Gattaca is the name of the place where the main character worked. It is also part of the letters G T A C. These are initials of four DNA bases.
The four "bases" in DNA are G, A, T, and C
So it's a word made up from those four letters.
They are known as Faith Births and in-valids.
In the film Eugene was an Olympic swimmer before he became paralyzed.