Race is also a social construct, as you point out.
Skin color is a genetic phenotype., biological sex is too. Those phenotypes are inherited.
So yeah, you could change your appearance: skin color, bone structure, musculature, etc with surgery.
Michael Jackson is a good example of this (though he had vitiligo). Compare pictures of his face in his early career to later. He was still 'African American' though.