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Yes, obviously. All human attributes are ultimately determined by genetics.
Even personality traits such as aggression, time preference, promiscuity, and sociability. The only thing that isn't determined by your genes is acquired skills such as what language you speak, dance moves, and stories you know.
Some people are beautiful without needing plastic surgery, we ID those gene clusters and replicate them in the designed babies.