That is one hypothesised cause for the disparity, social factors in those cases need to be controlled for.
A better discussion is around sickle cell anaemia[0] which is exclusively carried by people of African or Afro-Caribbean descent.
[0]: https://en.wikipedia.org/wiki/Sickle_cell_disease